From 6fcdbbb7bd5190b2b06ed42e8f79e98234c8268b Mon Sep 17 00:00:00 2001 From: klein panic Date: Fri, 13 Dec 2024 03:12:04 -0500 Subject: [PATCH] general updates made, updated lots of stuff --- data/HistoricalData.json | 20130 +++ src/MidasV1/README.md | 478 + src/MidasV1/config/config.config | 32 + src/MidasV1/logs/MidasV1.log | 164 + src/MidasV1/main.py | 261 + src/MidasV1/modules/.gitignore | 1 + .../initial_checks.cpython-311.pyc | Bin 0 -> 23773 bytes .../stock_list_petitioner.cpython-311.pyc | Bin 0 -> 24698 bytes src/MidasV1/modules/initial_checks.py | 312 + src/MidasV1/modules/stock_list_petitioner.py | 444 + src/MidasV1/requirements.txt | 2 + src/MidasV1/tests/test_connection.py | 183 + src/MidasV1/tests/test_stock_retriever.log | 435 + src/MidasV1/tests/test_stock_retriever.py | 238 + src/WebScraper/README.md | 0 src/WebScraper/assets/oil_key_words.txt | 16 + src/WebScraper/data/oil_news.json | 2471 + .../data/preprocessed_oil_news.json | 4003 + src/WebScraper/main.py | 47 + src/WebScraper/requirements.txt | 30 + .../retrievers/ibkr_data_retriever.py | 60 + .../oil_news_preprocessor.cpython-311.pyc | Bin 0 -> 15215 bytes .../oil_news_scraper.cpython-311.pyc | Bin 0 -> 9203 bytes .../scrapers/oil_news_preprocessor.py | 251 + src/WebScraper/scrapers/oil_news_scraper.py | 143 + .../scrapers/tests/author_info.json | 347 + .../scrapers/tests/author_scraper_test.py | 109 + .../scrapers/tests/selenium_webdriver_test.py | 26 + src/WebScraper/setup.py | 0 src/griffin-stuff/API/API_1.ipynb | 184 + src/griffin-stuff/API/API_2 (1).ipynb | 2074 + .../Trading_Bot_Development_Strategy (1).docx | Bin 0 -> 41835 bytes src/griffin-stuff/GUSHTradingBotV1.0.py | 246 + .../IBKR/3_month_testing_data.csv | 17536 ++ .../IBKR/3_years_training_data.csv | 137685 +++++++++++++++ src/griffin-stuff/IBKR/predict_price.py | 78 + src/griffin-stuff/IBKR/requirements.txt | 47 + 37 files changed, 188033 insertions(+) create mode 100644 data/HistoricalData.json create mode 100644 src/MidasV1/README.md create mode 100644 src/MidasV1/config/config.config create mode 100644 src/MidasV1/logs/MidasV1.log create mode 100644 src/MidasV1/main.py create mode 100644 src/MidasV1/modules/.gitignore create mode 100644 src/MidasV1/modules/__pycache__/initial_checks.cpython-311.pyc create mode 100644 src/MidasV1/modules/__pycache__/stock_list_petitioner.cpython-311.pyc create mode 100644 src/MidasV1/modules/initial_checks.py create mode 100644 src/MidasV1/modules/stock_list_petitioner.py create mode 100644 src/MidasV1/requirements.txt create mode 100644 src/MidasV1/tests/test_connection.py create mode 100644 src/MidasV1/tests/test_stock_retriever.log create mode 100644 src/MidasV1/tests/test_stock_retriever.py create mode 100644 src/WebScraper/README.md create mode 100644 src/WebScraper/assets/oil_key_words.txt create mode 100644 src/WebScraper/data/oil_news.json create mode 100644 src/WebScraper/data/preprocessed_oil_news.json create mode 100644 src/WebScraper/main.py create mode 100644 src/WebScraper/requirements.txt create mode 100644 src/WebScraper/retrievers/ibkr_data_retriever.py create mode 100644 src/WebScraper/scrapers/__pycache__/oil_news_preprocessor.cpython-311.pyc create mode 100644 src/WebScraper/scrapers/__pycache__/oil_news_scraper.cpython-311.pyc create mode 100644 src/WebScraper/scrapers/oil_news_preprocessor.py create mode 100644 src/WebScraper/scrapers/oil_news_scraper.py create mode 100644 src/WebScraper/scrapers/tests/author_info.json create mode 100644 src/WebScraper/scrapers/tests/author_scraper_test.py create mode 100644 src/WebScraper/scrapers/tests/selenium_webdriver_test.py create mode 100644 src/WebScraper/setup.py create mode 100644 src/griffin-stuff/API/API_1.ipynb create mode 100644 src/griffin-stuff/API/API_2 (1).ipynb create mode 100644 src/griffin-stuff/API/Trading_Bot_Development_Strategy (1).docx create mode 100644 src/griffin-stuff/GUSHTradingBotV1.0.py create mode 100644 src/griffin-stuff/IBKR/3_month_testing_data.csv create mode 100644 src/griffin-stuff/IBKR/3_years_training_data.csv create mode 100644 src/griffin-stuff/IBKR/predict_price.py create mode 100644 src/griffin-stuff/IBKR/requirements.txt diff --git a/data/HistoricalData.json b/data/HistoricalData.json new file mode 100644 index 0000000..070314a --- /dev/null +++ b/data/HistoricalData.json @@ -0,0 +1,20130 @@ +[ + { + "Date": "11/08/2024", + "Close/Last": "73.13", + "Volume": "2984658", + "Open": "73.84", + "High": "73.94", + "Low": "72.66" + }, + { + "Date": "11/07/2024", + "Close/Last": "74.66", + "Volume": "3133378", + "Open": "74.01", + "High": "75.56", + "Low": "73.51" + }, + { + "Date": "11/06/2024", + "Close/Last": "74.54", + "Volume": "4179125", + "Open": "73.23", + "High": "75.32", + "Low": "73.23" + }, + { + "Date": "11/05/2024", + "Close/Last": "74.73", + "Volume": "2839498", + "Open": "74.92", + "High": "75.34", + "Low": "74.05" + }, + { + "Date": "11/04/2024", + "Close/Last": "74.29", + "Volume": "3240180", + "Open": 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Checks](#module-1-initial-checks) + - [a. Operating System Check](#a-operating-system-check) + - [b. Dependency Check](#b-dependency-check) + - [c. Connectivity Check](#c-connectivity-check) + - [Module 2: IBJTS List Petitioner](#module-2-ibjts-list-petitioner) + - [a. Scanner](#a-scanner) + - [b. Refiner](#b-refiner) + - [Module 3: Stock Information Retrieval](#module-3-stock-information-retrieval) + - [a. Load](#a-load) + - [b. Threaded Information Gathering & Choosing Strategy](#b-threaded-information-gathering--choosing-strategy) + - [c. Strategy Implementation & Market Determination](#c-strategy-implementation--market-determination) + - [Module 4: Option Chain Trading & Risk Management](#module-4-option-chain-trading--risk-management) + - [a. Option Chain Data](#a-option-chain-data) + - [b. Risk Management Stage 1](#b-risk-management-stage-1) + - [c. Buying and Selling / Risk Management Stage 2](#c-buying-and-selling--risk-management-stage-2) + - [General Additions](#general-additions) +- [File Structure](#file-structure) +- [Installation](#installation) +- [Configuration](#configuration) +- [Usage](#usage) +- [Logging](#logging) +- [Future Enhancements](#future-enhancements) +- [Disclaimer](#disclaimer) + +--- + +## Overview + +**MidasV1** is a sophisticated trading bot developed in Python, designed to interact seamlessly with the Interactive Brokers (IB) Gateway or the IBJTS API and JTS. Leveraging a modular architecture, MidasV1 performs comprehensive system checks, retrieves and refines stock data, executes trading strategies based on real-time market analysis, and manages risks effectively. + +This README provides an in-depth overview of MidasV1's architecture, functionalities, and setup instructions. + +--- + +## General Technical Overview + +- **Programming Language:** Python +- **Dependencies:** + - `ibapi`: Interactive Brokers API for Python + - `psutil`: For system resource monitoring +- **Requirements:** + - **IBJTS API & JTS:** Ensure that the IBJTS API and JTS are running. + - **IB Gateway:** Alternatively, IB Gateway can be used for connectivity. +- **Architecture:** Highly modular, facilitating scalability and maintainability. + +--- + +## Workflow & Program Design + +MidasV1 is structured into multiple modules, each responsible for distinct functionalities, ensuring a clear separation of concerns and streamlined operations. + +### Module 1: Initial Checks + +#### a. Operating System Check + +- **Purpose:** Determine the operating system of the device running MidasV1. +- **Supported OS:** Linux +- **Unsupported OS:** Windows, MacOS, BSD, illumos, etc. +- **Behavior:** + - **Linux:** Continues with execution, providing a green success message. + - **Unsupported OSes:** Displays red error messages and yellow warnings indicating future support considerations, then gracefully exits. + +#### b. Dependency Check + +- **Purpose:** Ensure all necessary Python packages are installed. +- **Mechanism:** + - **Source:** Reads dependencies from `requirements.txt` located in the parent directory of the `modules` folder. + - **Process:** + - Parses `requirements.txt` to extract package names. + - Checks if each package is installed using `pkg_resources`. + - **Missing Dependencies:** Informs the user with red text and provides the exact `pip` command to install them. + - **All Dependencies Present:** Confirms with a green success message. + +#### c. Connectivity Check + +- **Purpose:** Verify a secure and functional connection with the IB Gateway. +- **Configuration:** + - **Source:** Retrieves `host`, `port`, and `client_id` from `config/config.config` with default fallbacks (`127.0.0.1`, `4002`, `0` respectively). +- **Behavior:** + - Attempts to establish a connection to the IB Gateway. + - **Success:** Displays green messages confirming connection and successful retrieval of account summaries. + - **Failure:** Shows red error messages and yellow warnings, then exits gracefully. +- **Enhancements:** + - Utilizes colored console outputs for clear and human-readable reporting. + - Addresses the unused `advancedOrderRejectJson` parameter to eliminate warnings. + +### Module 2: IBJTS List Petitioner + +#### a. Scanner + +- **Purpose:** Retrieve a list of stocks that meet predefined criteria. +- **Configuration:** Loads criteria such as search volume, net change, and percent change from `config/config.config`. +- **Process:** + - Initiates a scanner subscription via the IB API using the loaded criteria. + - Requests a list of stocks that satisfy the specified metrics. + - Caches the retrieved list temporarily for further processing. + +#### b. Refiner + +- **Purpose:** Further refine the scanned stock list based on additional criteria. +- **Criteria:** + 1. **Share Price:** Exclude stocks with share prices exceeding a threshold defined in the config. + 2. **Option Contracts:** Remove stocks without available option contracts. + 3. **Volatility Index:** Exclude stocks with a volatility index above the configured threshold. + 4. **Conditional Truncation:** If enabled, truncate the list to a maximum size specified in the config. +- **Behavior:** + - Applies each refinement step sequentially. + - Provides colored console outputs indicating inclusion or exclusion of stocks. + - Caches the refined list for transfer to subsequent modules. + +### Module 3: Stock Information Retrieval + +#### a. Load + +- **Purpose:** Load the refined stock list from Module 2. +- **Behavior:** Ensures the availability of the refined list and prepares it for data retrieval. + +#### b. Threaded Information Gathering & Choosing Strategy + +- **Purpose:** Gather real-time market data for each stock and determine the optimal trading strategy. +- **Process:** + - **Threading:** Spawns individual threads for each stock to fetch data asynchronously. + - **Data Retrieved:** Datetime, high, low, close, and volume at specified trading intervals. + - **Data Storage:** Saves data in JSON files named `{stock_name}.{current_date}.json` within the `data/` directory. + - **Strategy Counter:** Maintains a counter based on incoming data to determine trend indicators. + +#### c. Strategy Implementation & Market Determination + +- **Purpose:** Analyze collected data to identify bullish or bearish trends. +- **Indicators:** + - **RSI (Relative Strength Index)** + - **MACD (Moving Average Convergence Divergence)** + - **ADX (Average Directional Index)** + - **EMA (Exponential Moving Average)** +- **Behavior:** + - Calculates or retrieves indicator values. + - Assigns weights to each indicator based on predefined thresholds. + - Determines overall market sentiment (bullish/bearish) for each stock. + - Based on internal boolean flags, decides whether to process the entire list or isolate the most bullish and bearish stocks for further actions. + +### Module 4: Option Chain Trading & Risk Management + +#### a. Option Chain Data + +- **Purpose:** Retrieve and analyze option chain data for selected stocks. +- **Process:** + - **Data Retrieval:** Fetches option contracts closest to the current share price. + - **Filtering:** + - **Bearish Stocks:** Isolates contracts with strike prices slightly above the share price. + - **Bullish Stocks:** Isolates contracts with strike prices slightly below the share price. + - **Behavior:** Ensures that contracts are selected based on proximity to the current market price and other configurable parameters. + +#### b. Risk Management Stage 1 + +- **Purpose:** Assess the acceptability of risk before executing trades. +- **Process:** + - Retrieves user account balance information. + - Determines if the cost of option contracts is within the acceptable risk percentage defined in the config. + - **Outcome:** Only proceeds with contracts that meet the risk criteria. + +#### c. Buying and Selling / Risk Management Stage 2 + +- **Purpose:** Execute trades and manage ongoing risk. +- **Process:** + - **Trade Execution:** Buys option contracts that passed risk assessments. + - **Stop-Loss Orders:** Sets up stop-loss contracts based on configurable loss thresholds. + - **Continuous Monitoring:** Gathers real-time data to implement selling strategies, ensuring optimal trade exits. + +### General Additions + +- **Command-Line Flags:** + - `--no-checks`: Runs the program without prompting for user confirmation after initial checks. + - `--skip-checks`: Skips specific initial checks (primarily dependency checks). + - `--verbose`: Enables verbose and colorful output to the console. + - `--version`: Prints the program version and exits. +- **Logging & Console Outputs:** + - Implements both logging to files and colored console outputs. + - Controlled via the `--verbose` flag to manage verbosity levels. +- **Graceful Shutdowns:** + - Handles interrupt signals (e.g., Ctrl+C) to ensure connections are closed properly. +- **Extensibility:** + - Designed to determine the number of threads based on system resources for optimal performance. + +--- + +## File Structure + +``` +MidasV1/ +├── README.md +├── requirements.txt +├── config/ +│ └── config.config +├── main.py +├── modules/ +│ ├── initial_checks.py +│ └── stock_list_petitioner.py +├── tests/ +│ ├── test_data_retriever.py +│ ├── test_stock_retriever.py +│ └── test_connection.py +├── logs/ +│ └── MidasV1.log +└── data/ + └── {stock_name}.{current_date}.json +``` + +- **README.md:** This documentation file. +- **requirements.txt:** Lists all Python dependencies required by MidasV1. +- **config/config.config:** Configuration file containing all necessary parameters and thresholds. +- **main.py:** The primary script that orchestrates the application's flow. +- **modules/:** Contains all modular components of MidasV1. + - **initial_checks.py:** Performs system and environment checks. + - **stock_list_petitioner.py:** Retrieves and refines stock lists based on criteria. +- **tests/:** Contains test scripts for various modules. + - **test_data_retriever.py:** Tests data retrieval functionalities. + - **test_stock_retriever.py:** Tests stock retrieval and filtering. + - **test_connection.py:** Tests connectivity with IB Gateway. +- **logs/MidasV1.log:** Logs detailed execution information. +- **data/:** Stores JSON files with raw market data for each stock. + +--- + +## Installation + +### Prerequisites + +- **Python 3.6 or higher:** Ensure Python is installed on your system. You can verify the installation by running: + ```bash + python --version + ``` + +- **Interactive Brokers (IB) Account:** Required to access the IB Gateway or IBJTS API. + +### Steps + +1. **Clone the Repository:** + ```bash + git clone https://github.com/yourusername/MidasV1.git + cd MidasV1 + ``` + +2. **Set Up Virtual Environment (Recommended):** + ```bash + python -m venv venv + source venv/bin/activate # On Windows: venv\Scripts\activate + ``` + +3. **Install Dependencies:** + ```bash + pip install -r requirements.txt + ``` + +4. **Download IB API:** + - **From Interactive Brokers:** + - Visit the [Interactive Brokers API](https://www.interactivebrokers.com/en/index.php?f=5041) download page. + - Download and install the latest version of the IB API. + - **IB Gateway:** + - Alternatively, install the [IB Gateway](https://www.interactivebrokers.com/en/index.php?f=16457) for a lightweight connection. + +5. **Configure IB Gateway:** + - Launch IB Gateway and log in using your IB credentials. + - Ensure that the API settings allow connections from your machine: + - **Enable API:** Navigate to `Configure` > `Settings` > `API` > `Settings`. + - **Trusted IPs:** Add `127.0.0.1` or your specific IP address. + - **Port:** Ensure it matches the `port` specified in `config/config.config` (default is `4002`). + +6. **Verify Configuration:** + - Ensure `config/config.config` is properly set with your desired parameters. + - Example configuration is provided below. + +--- + +## Configuration + +All configurable parameters are stored in `config/config.config`. Below is an example of the configuration file: + +```ini +[General] +version = 1.0.0 +# Future general configurations can be added here + +[Connectivity] +host = 127.0.0.1 +port = 4002 +client_id = 0 +# Add more connectivity parameters as needed + +[SystemResources] +# Placeholder for system resource related configurations +# Example: +# max_cpu_threads = 8 +# min_available_ram_gb = 4 + +[Logging] +level = INFO +# Available levels: DEBUG, INFO, WARNING, ERROR, CRITICAL +# Set to DEBUG for verbose logging, INFO for standard logging, etc. + +[Module2] +default_search_volume = 1000000 +default_net_change = 0.50 +default_percent_change = 2.0 +default_refinement_share_price = 15.0 +default_volatility_threshold = 30.0 +conditional_refinement_enabled = True +max_refined_list_size = 100 +``` + +### Configuration Sections + +- **[General]:** General settings, including the version of MidasV1. + +- **[Connectivity]:** + - **host:** IP address of the IB Gateway (default `127.0.0.1`). + - **port:** Port number for the API connection (default `4002` for IB Gateway Simulated Trading). + - **client_id:** Unique client ID for the API connection. + +- **[SystemResources]:** + - Placeholder for future configurations related to system resources. + - Example parameters for thread management can be added here. + +- **[Logging]:** + - **level:** Logging verbosity (`DEBUG`, `INFO`, `WARNING`, `ERROR`, `CRITICAL`). + +- **[Module2]:** + - **default_search_volume:** Minimum trading volume for stock selection. + - **default_net_change:** Minimum net change in stock price. + - **default_percent_change:** Minimum percentage change in stock price. + - **default_refinement_share_price:** Maximum share price threshold. + - **default_volatility_threshold:** Maximum acceptable volatility index. + - **conditional_refinement_enabled:** Boolean to enable or disable list truncation. + - **max_refined_list_size:** Maximum number of stocks in the refined list. + +--- + +## Usage + +### Running the Application + +Navigate to the project root directory and execute `main.py` with desired flags: + +```bash +python main.py [--no-checks] [--skip-checks] [--verbose] [--version] +``` + +### Available Flags + +- `--no-checks`: Run the program without prompting for user confirmation after initial checks. +- `--skip-checks`: Skip specific initial checks (primarily dependency checks). +- `--verbose`: Enable verbose and colorful output to the console. +- `--version`: Print the program version and exit. + +### Example Commands + +1. **Standard Execution:** + ```bash + python main.py + ``` + +2. **Verbose Mode:** + ```bash + python main.py --verbose + ``` + +3. **Skip Dependency Checks:** + ```bash + python main.py --skip-checks + ``` + +4. **Run Without User Confirmation:** + ```bash + python main.py --no-checks + ``` + +5. **Display Version:** + ```bash + python main.py --version + ``` + +### Testing Modules + +MidasV1 includes several test scripts located in the `tests/` directory to verify the functionality of individual modules. + +1. **Test Stock Retriever:** + ```bash + python tests/test_stock_retriever.py + ``` + +2. **Test Connection:** + ```bash + python tests/test_connection.py + ``` + +3. **Test Data Retrieval:** + ```bash + python tests/test_data_retriever.py + ``` + +*Note: Ensure that the IB Gateway or IBJTS API is running before executing test scripts.* + +--- + +## Logging + +MidasV1 utilizes both file-based logging and console outputs to track its operations. + +- **Log File:** `logs/MidasV1.log` + - **Location:** Stored in the `logs/` directory within the project root. + - **Content:** Detailed logs including debug information, errors, and informational messages. + - **Configuration:** Controlled via the `[Logging]` section in `config/config.config`. + +- **Console Outputs:** + - **Color-Coded Messages:** Enhances readability with green for successes, red for errors, yellow for warnings, and blue/magenta for informational and decorative messages. + - **Verbosity:** Managed via the `--verbose` flag and the logging level set in the configuration file. + +*Ensure that the `logs/` directory exists or is created before running the application to prevent logging errors.* + +--- + +## Future Enhancements + +MidasV1 is designed with scalability in mind, allowing for future feature additions and optimizations. + +1. **Operating System Support:** + - Extend support to Windows, MacOS, BSD, illumos, etc., with specific handling mechanisms. + +2. **Advanced Dependency Management:** + - Implement dynamic dependency resolution and version management. + +3. **Enhanced Strategy Module:** + - Develop more sophisticated trading strategies based on additional market indicators. + - Incorporate machine learning algorithms for predictive analysis. + +4. **Risk Management Enhancements:** + - Implement multi-stage risk assessments. + - Integrate portfolio diversification strategies. + +5. **Performance Optimization:** + - Utilize system resource checks to dynamically allocate threads for optimal performance. + - Implement rate limiting and efficient data handling mechanisms. + +6. **User Interface:** + - Develop a graphical user interface (GUI) for easier interaction and monitoring. + - Provide real-time dashboards for tracking trades and system status. + +7. **Extensive Testing:** + - Expand test coverage to include integration and stress tests. + - Implement continuous integration (CI) pipelines for automated testing. + +8. **Documentation & Support:** + - Enhance documentation with tutorials and usage guides. + - Provide support mechanisms for troubleshooting and user assistance. + +--- + +## Disclaimer + +**MidasV1** is proprietary software developed for private use. Unauthorized distribution, replication, or modification is strictly prohibited. The author assumes no responsibility for any misuse or damages resulting from the use of this software. Users are advised to thoroughly test the application in a controlled environment (e.g., paper trading) before deploying it in live trading scenarios. + +--- + +## Additional Information + +- **Contact:** For inquiries or support, please contact [kleinpanic@gmail.com](mailto:kleinpanic@gmail.com). +- **License:** All rights reserved. No part of this software may be reproduced or transmitted in any form or by any means without the prior written permission of the author. + +--- + diff --git a/src/MidasV1/config/config.config b/src/MidasV1/config/config.config new file mode 100644 index 0000000..3b62cf6 --- /dev/null +++ b/src/MidasV1/config/config.config @@ -0,0 +1,32 @@ +# config/config.config + +[General] +version = 1.0.0 +# Future general configurations can be added here + +[Connectivity] +host = 127.0.0.1 +port = 4002 +client_id = 0 +# Add more connectivity parameters as needed + +[SystemResources] +# Placeholder for system resource related configurations +# Example: +# max_cpu_threads = 8 +# min_available_ram_gb = 4 + +[Logging] +level = INFO +# Available levels: DEBUG, INFO, WARNING, ERROR, CRITICAL +# Set to DEBUG for verbose logging, INFO for standard logging, etc. + +[Module2] +default_search_volume = 1000000 +default_net_change = 0.50 +default_percent_change = 2.0 +default_refinement_share_price = 15.0 +default_volatility_threshold = 30.0 +conditional_refinement_enabled = True +max_refined_list_size = 100 + diff --git a/src/MidasV1/logs/MidasV1.log b/src/MidasV1/logs/MidasV1.log new file mode 100644 index 0000000..dc90254 --- /dev/null +++ b/src/MidasV1/logs/MidasV1.log @@ -0,0 +1,164 @@ +2024-12-13 01:25:45,907 - MidasV1.Main - INFO - Starting MidasV1 Trading Bot... +2024-12-13 01:25:45,907 - MidasV1.InitialChecks - INFO - Checking Operating System... +2024-12-13 01:25:45,907 - MidasV1.InitialChecks - INFO - Operating System Linux is supported. +2024-12-13 01:25:45,907 - MidasV1.InitialChecks - INFO - Checking Dependencies... +2024-12-13 01:25:45,907 - MidasV1.InitialChecks - INFO - All dependencies are satisfied. +2024-12-13 01:25:45,907 - MidasV1.InitialChecks - INFO - Checking System Resources... +2024-12-13 01:25:45,908 - MidasV1.InitialChecks - INFO - +CPU Cores: 12 +CPU Clock Speed: 891.19 MHz +CPU Load Average (1m, 5m, 15m): (0.333984375, 0.28125, 0.21630859375) +CPU Threads: 12 +Total RAM: 15.31 GB +Used RAM: 3.15 GB (27.7%) +Available RAM: 11.08 GB +Total Swap: 0.95 GB +Used Swap: 0.00 GB (0.0%) +2024-12-13 01:25:45,908 - MidasV1.InitialChecks - INFO - Checking Connectivity with IB Gateway... +2024-12-13 01:25:45,908 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 01:25:45,908 - MidasV1.InitialChecks - INFO - IB Gateway Connection Test +2024-12-13 01:25:45,908 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 01:25:45,908 - MidasV1.InitialChecks - INFO - Attempting to connect to IB Gateway at 127.0.0.1:4002... +2024-12-13 01:25:45,912 - MidasV1.InitialChecks - INFO - [INFO] Managed accounts: DUE064818 +2024-12-13 01:25:45,912 - MidasV1.InitialChecks - INFO - [INFO] Next valid order ID: 1 +2024-12-13 01:25:45,912 - MidasV1.InitialChecks - INFO - [INFO/STATUS] id=-1, code=2104, msg=Market data farm connection is OK:usfarm +2024-12-13 01:25:45,955 - MidasV1.InitialChecks - INFO - [INFO/STATUS] id=-1, code=2107, msg=HMDS data farm connection is inactive but should be available upon demand.ushmds +2024-12-13 01:25:45,955 - MidasV1.InitialChecks - INFO - [INFO/STATUS] id=-1, code=2158, msg=Sec-def data farm connection is OK:secdefnj +2024-12-13 01:25:46,011 - MidasV1.InitialChecks - INFO - [INFO] Connected successfully! +2024-12-13 01:25:46,011 - MidasV1.InitialChecks - INFO - Requesting account summary... +2024-12-13 01:25:46,041 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, BuyingPower = 4014612.28 USD +2024-12-13 01:25:46,042 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, EquityWithLoanValue = 1003653.07 USD +2024-12-13 01:25:46,042 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, NetLiquidation = 1004890.64 USD +2024-12-13 01:25:46,043 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, TotalCashValue = 1003653.07 USD +2024-12-13 01:25:46,043 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY END] ReqId: 1 +2024-12-13 01:25:51,012 - MidasV1.InitialChecks - INFO - [INFO] Successfully retrieved account summary data. +2024-12-13 01:25:51,012 - MidasV1.InitialChecks - INFO - IB Gateway is connected and ready for upcoming modules. +2024-12-13 01:25:51,013 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 01:25:51,013 - MidasV1.InitialChecks - INFO - Test Complete +2024-12-13 01:25:51,013 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 01:25:51,013 - MidasV1.InitialChecks - INFO - All initial checks passed successfully. +2024-12-13 01:25:51,013 - MidasV1.StockListPetitioner - INFO - Starting Module 2: IBJTS List Petitioner... +2024-12-13 01:25:51,013 - MidasV1.StockListPetitioner - INFO - Loaded Scanner Criteria: + - Search Volume: 1000000 + - Net Change: 0.5 + - Percent Change: 2.0 +2024-12-13 01:25:51,013 - MidasV1.StockListPetitioner - INFO - Initiating scanner subscription with the above criteria... +2024-12-13 01:25:51,014 - MidasV1.StockListPetitioner - INFO - Scanner subscription requested successfully on attempt 1. +2024-12-13 01:25:51,014 - MidasV1.StockListPetitioner - INFO - Waiting for scanner data (timeout in 15 seconds)... +2024-12-13 01:25:51,115 - MidasV1.InitialChecks - ERROR - [ERROR] id=1001, code=162, msg=Historical Market Data Service error message:Scanner type with code ALL is disabled +2024-12-13 01:26:06,014 - MidasV1.StockListPetitioner - ERROR - Scanner subscription timed out. +2024-12-13 01:26:06,015 - MidasV1.StockListPetitioner - ERROR - Scanner subscription canceled due to timeout. +2024-12-13 01:26:06,015 - MidasV1.Main - INFO - Refined Stock List: [] +2024-12-13 01:26:06,015 - MidasV1.Main - INFO - Initial checks and Module 2 completed. Please review the logs and ensure everything is correct. +2024-12-13 01:26:06,017 - MidasV1.InitialChecks - ERROR - [ERROR] id=1001, code=365, msg=No scanner subscription found for ticker id:1001 +2024-12-13 01:26:08,651 - MidasV1.Main - ERROR - Interrupt received. Shutting down gracefully... +2024-12-13 01:26:08,651 - MidasV1.InitialChecks - ERROR - [ERROR] Connection to IB Gateway was closed unexpectedly! +2024-12-13 01:26:08,651 - MidasV1.Main - INFO - Disconnected from IB Gateway. +2024-12-13 01:40:53,290 - MidasV1.Main - INFO - Starting MidasV1 Trading Bot... +2024-12-13 01:40:53,290 - MidasV1.InitialChecks - INFO - Checking Operating System... +2024-12-13 01:40:53,290 - MidasV1.InitialChecks - INFO - Operating System Linux is supported. +2024-12-13 01:40:53,290 - MidasV1.InitialChecks - INFO - Checking Dependencies... +2024-12-13 01:40:53,290 - MidasV1.InitialChecks - INFO - All dependencies are satisfied. +2024-12-13 01:40:53,290 - MidasV1.InitialChecks - INFO - Checking System Resources... +2024-12-13 01:40:53,291 - MidasV1.InitialChecks - INFO - +CPU Cores: 12 +CPU Clock Speed: 1745.26 MHz +CPU Load Average (1m, 5m, 15m): (0.775390625, 0.732421875, 0.5390625) +CPU Threads: 12 +Total RAM: 15.31 GB +Used RAM: 2.93 GB (26.5%) +Available RAM: 11.26 GB +Total Swap: 0.95 GB +Used Swap: 0.00 GB (0.0%) +2024-12-13 01:40:53,291 - MidasV1.InitialChecks - INFO - Checking Connectivity with IB Gateway... +2024-12-13 01:40:53,291 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 01:40:53,291 - MidasV1.InitialChecks - INFO - IB Gateway Connection Test +2024-12-13 01:40:53,291 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 01:40:53,291 - MidasV1.InitialChecks - INFO - Attempting to connect to IB Gateway at 127.0.0.1:4002... +2024-12-13 01:40:53,335 - MidasV1.InitialChecks - INFO - [INFO] Managed accounts: DUE064818 +2024-12-13 01:40:53,379 - MidasV1.InitialChecks - INFO - [INFO] Next valid order ID: 1 +2024-12-13 01:40:53,379 - MidasV1.InitialChecks - INFO - [INFO/STATUS] id=-1, code=2104, msg=Market data farm connection is OK:usfarm +2024-12-13 01:40:53,379 - MidasV1.InitialChecks - INFO - [INFO/STATUS] id=-1, code=2106, msg=HMDS data farm connection is OK:ushmds +2024-12-13 01:40:53,379 - MidasV1.InitialChecks - INFO - [INFO/STATUS] id=-1, code=2158, msg=Sec-def data farm connection is OK:secdefnj +2024-12-13 01:40:53,429 - MidasV1.InitialChecks - INFO - [INFO] Connected successfully! +2024-12-13 01:40:53,430 - MidasV1.InitialChecks - INFO - Requesting account summary... +2024-12-13 01:40:53,591 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, BuyingPower = 4014612.28 USD +2024-12-13 01:40:53,592 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, EquityWithLoanValue = 1003653.07 USD +2024-12-13 01:40:53,592 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, NetLiquidation = 1004890.64 USD +2024-12-13 01:40:53,593 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, TotalCashValue = 1003653.07 USD +2024-12-13 01:40:53,594 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY END] ReqId: 1 +2024-12-13 01:40:58,431 - MidasV1.InitialChecks - INFO - [INFO] Successfully retrieved account summary data. +2024-12-13 01:40:58,432 - MidasV1.InitialChecks - INFO - IB Gateway is connected and ready for upcoming modules. +2024-12-13 01:40:58,432 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 01:40:58,432 - MidasV1.InitialChecks - INFO - Test Complete +2024-12-13 01:40:58,433 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 01:40:58,433 - MidasV1.InitialChecks - INFO - All initial checks passed successfully. +2024-12-13 01:40:58,433 - MidasV1.StockListPetitioner - INFO - Starting Module 2: IBJTS List Petitioner... +2024-12-13 01:40:58,433 - MidasV1.StockListPetitioner - INFO - Loaded Scanner Criteria: + - Search Volume: 1000000 + - Net Change: 0.5 + - Percent Change: 2.0 +2024-12-13 01:40:58,434 - MidasV1.StockListPetitioner - INFO - Initiating scanner subscription with the above criteria... +2024-12-13 01:40:58,434 - MidasV1.StockListPetitioner - INFO - Scanner subscription requested successfully on attempt 1. +2024-12-13 01:40:58,435 - MidasV1.StockListPetitioner - INFO - Waiting for scanner data (timeout in 15 seconds)... +2024-12-13 01:40:59,213 - MidasV1.InitialChecks - ERROR - [ERROR] id=1001, code=162, msg=Historical Market Data Service error message:Scanner type with code ALL is disabled +2024-12-13 01:41:13,435 - MidasV1.StockListPetitioner - ERROR - Scanner subscription timed out. +2024-12-13 01:41:13,435 - MidasV1.StockListPetitioner - ERROR - Scanner subscription canceled due to timeout. +2024-12-13 01:41:13,436 - MidasV1.Main - INFO - Refined Stock List: [] +2024-12-13 01:41:13,436 - MidasV1.Main - INFO - Initial checks and Module 2 completed. Please review the logs and ensure everything is correct. +2024-12-13 01:41:13,439 - MidasV1.InitialChecks - ERROR - [ERROR] id=1001, code=365, msg=No scanner subscription found for ticker id:1001 +2024-12-13 01:41:45,958 - MidasV1.Main - ERROR - Interrupt received. Shutting down gracefully... +2024-12-13 01:41:45,958 - MidasV1.InitialChecks - ERROR - [ERROR] Connection to IB Gateway was closed unexpectedly! +2024-12-13 01:41:45,958 - MidasV1.Main - INFO - Disconnected from IB Gateway. +2024-12-13 02:13:25,804 - MidasV1.Main - INFO - Starting MidasV1 Trading Bot... +2024-12-13 02:13:25,804 - MidasV1.InitialChecks - INFO - Checking Operating System... +2024-12-13 02:13:25,804 - MidasV1.InitialChecks - INFO - Operating System Linux is supported. +2024-12-13 02:13:25,804 - MidasV1.InitialChecks - INFO - Checking Dependencies... +2024-12-13 02:13:25,804 - MidasV1.InitialChecks - INFO - All dependencies are satisfied. +2024-12-13 02:13:25,804 - MidasV1.InitialChecks - INFO - Checking System Resources... +2024-12-13 02:13:25,805 - MidasV1.InitialChecks - INFO - +CPU Cores: 12 +CPU Clock Speed: 1030.11 MHz +CPU Load Average (1m, 5m, 15m): (0.7734375, 0.642578125, 0.6494140625) +CPU Threads: 12 +Total RAM: 15.31 GB +Used RAM: 3.11 GB (27.6%) +Available RAM: 11.09 GB +Total Swap: 0.95 GB +Used Swap: 0.00 GB (0.0%) +2024-12-13 02:13:25,805 - MidasV1.InitialChecks - INFO - Checking Connectivity with IB Gateway... +2024-12-13 02:13:25,805 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 02:13:25,805 - MidasV1.InitialChecks - INFO - IB Gateway Connection Test +2024-12-13 02:13:25,805 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 02:13:25,805 - MidasV1.InitialChecks - INFO - Attempting to connect to IB Gateway at 127.0.0.1:4002... +2024-12-13 02:13:25,809 - MidasV1.InitialChecks - INFO - [INFO] Managed accounts: DUE064818 +2024-12-13 02:13:25,851 - MidasV1.InitialChecks - INFO - [INFO] Next valid order ID: 1 +2024-12-13 02:13:25,851 - MidasV1.InitialChecks - INFO - [INFO/STATUS] id=-1, code=2104, msg=Market data farm connection is OK:usfarm +2024-12-13 02:13:25,852 - MidasV1.InitialChecks - INFO - [INFO/STATUS] id=-1, code=2107, msg=HMDS data farm connection is inactive but should be available upon demand.ushmds +2024-12-13 02:13:25,852 - MidasV1.InitialChecks - INFO - [INFO/STATUS] id=-1, code=2158, msg=Sec-def data farm connection is OK:secdefnj +2024-12-13 02:13:25,908 - MidasV1.InitialChecks - INFO - [INFO] Connected successfully! +2024-12-13 02:13:25,909 - MidasV1.InitialChecks - INFO - Requesting account summary... +2024-12-13 02:13:25,940 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, BuyingPower = 4014612.28 USD +2024-12-13 02:13:25,940 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, EquityWithLoanValue = 1003653.07 USD +2024-12-13 02:13:25,941 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, NetLiquidation = 1004890.64 USD +2024-12-13 02:13:25,941 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY] ReqId:1, Account:DUE064818, TotalCashValue = 1003653.07 USD +2024-12-13 02:13:25,941 - MidasV1.InitialChecks - INFO - [ACCOUNT SUMMARY END] ReqId: 1 +2024-12-13 02:13:30,910 - MidasV1.InitialChecks - INFO - [INFO] Successfully retrieved account summary data. +2024-12-13 02:13:30,910 - MidasV1.InitialChecks - INFO - IB Gateway is connected and ready for upcoming modules. +2024-12-13 02:13:30,911 - MidasV1.InitialChecks - INFO - ──────────────────────────────────────────────────── +2024-12-13 02:13:30,911 - MidasV1.InitialChecks - INFO - Test Complete +2024-12-13 02:13:30,911 - MidasV1.Main - ERROR - An unexpected error occurred during initial checks or Module 2. +Traceback (most recent call last): + File "/home/klein/codeWS/Projects/MidasTechnologiesLLC/MidasTechnologies/src/MidasV1/main.py", line 194, in main + connected_client = initial_checks.run_all_checks(skip_checks=args.skip_checks, callback_handlers=[stock_petitioner]) # Pass as callback handler + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/klein/codeWS/Projects/MidasTechnologiesLLC/MidasTechnologies/src/MidasV1/modules/initial_checks.py", line 357, in run_all_checks + connected_client = self.check_connectivity(callback_handlers) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/klein/codeWS/Projects/MidasTechnologiesLLC/MidasTechnologies/src/MidasV1/modules/initial_checks.py", line 285, in check_connectivity + app.connect_and_run() + File "/home/klein/codeWS/Projects/MidasTechnologiesLLC/MidasTechnologies/src/MidasV1/modules/initial_checks.py", line 280, in connect_and_run + print(f"{MAGENTA}{BOLD} Test Complete{RESET}") + ^^^^^^^ +NameError: name 'MAGENTA' is not defined +2024-12-13 02:13:49,362 - MidasV1.Main - ERROR - Interrupt received. Shutting down gracefully... diff --git a/src/MidasV1/main.py b/src/MidasV1/main.py new file mode 100644 index 0000000..0f18064 --- /dev/null +++ b/src/MidasV1/main.py @@ -0,0 +1,261 @@ +# main.py +""" +======================================================================== +# README +# +# Program: main.py +# +# Description: +# This script serves as the entry point for the MidasV1 Trading Bot. +# It performs initial system checks, handles configuration loading, sets up logging, +# initializes modules, and manages the overall flow of the application. +# +# Features: +# - Parses command-line arguments for customization. +# - Loads configuration settings from a config file. +# - Sets up colored logging for enhanced visibility. +# - Handles graceful shutdown on interrupt signals (e.g., Ctrl+C). +# - Initializes and runs initial checks and the Stock List Petitioner module. +# - Provides placeholders for integrating additional modules in the future. +# +# Usage: +# Run the script from the command line with optional arguments: +# --no-checks : Run the program without prompting for user confirmation after initial checks. +# --skip-checks : Skip specific initial checks (primarily dependency checks). +# --verbose : Enable verbose and colorful output to the console. +# --version : Print the program version and exit. +# +# Example: +# python main.py --verbose +# python main.py --version +# python main.py --verbose --no-checks +# python main.py --verbose --skip-checks +# +# Coded by: kleinpanic 2024 +======================================================================== +""" + +import argparse +import logging +import sys +import os +import configparser +import signal +import threading + +from modules.initial_checks import InitialChecks +from modules.stock_list_petitioner import StockListPetitioner # Import Module 2 + +class ColoredFormatter(logging.Formatter): + # ANSI escape codes for colors + COLOR_CODES = { + 'DEBUG': "\033[94m", # Blue + 'INFO': "\033[92m", # Green + 'WARNING': "\033[93m", # Yellow + 'ERROR': "\033[91m", # Red + 'CRITICAL': "\033[95m", # Magenta + } + RESET_CODE = "\033[0m" + + def format(self, record): + color = self.COLOR_CODES.get(record.levelname, self.RESET_CODE) + message = super().format(record) + if record.levelname in self.COLOR_CODES: + message = f"{color}{message}{self.RESET_CODE}" + return message + +def setup_logging(verbose=False, log_level='INFO'): + """ + Configures logging for the application. + + Args: + verbose (bool): If True, set logging level to DEBUG and log to console with colors. + log_level (str): Specific logging level from config. + """ + log_format = '%(asctime)s - %(name)s - %(levelname)s - %(message)s' + log_file = os.path.join('logs', 'MidasV1.log') + + # Create logs directory if it doesn't exist + os.makedirs('logs', exist_ok=True) + + # Determine logging level + level = getattr(logging, log_level.upper(), logging.INFO) + if verbose: + level = logging.DEBUG + + logger = logging.getLogger() + logger.setLevel(level) + + # Remove existing handlers to prevent duplicate logs + if logger.hasHandlers(): + logger.handlers.clear() + + # File handler (uncolored, all logs) + file_handler = logging.FileHandler(log_file) + file_handler.setLevel(logging.DEBUG) # Log all levels to file + file_formatter = logging.Formatter(log_format) + file_handler.setFormatter(file_formatter) + logger.addHandler(file_handler) + + if verbose: + # Console handler (colored, INFO and above) + console_handler = logging.StreamHandler(sys.stdout) + console_handler.setLevel(logging.INFO) + console_formatter = ColoredFormatter(log_format) + console_handler.setFormatter(console_formatter) + logger.addHandler(console_handler) + +def load_config(config_path='config/config.config'): + """ + Loads the configuration file. + + Args: + config_path (str): Path to the configuration file. + + Returns: + configparser.ConfigParser: Parsed configuration. + """ + config = configparser.ConfigParser() + if not os.path.exists(config_path): + print(f"Configuration file not found at {config_path}. Exiting.") + sys.exit(1) + config.read(config_path) + return config + +def parse_arguments(): + """ + Parses command-line arguments. + + Returns: + argparse.Namespace: Parsed arguments. + """ + parser = argparse.ArgumentParser(description='MidasV1 Trading Bot') + parser.add_argument('--no-checks', action='store_true', help='Run the program without prompting for user confirmation after initial checks') + parser.add_argument('--skip-checks', action='store_true', help='Skip specific initial checks (primarily dependency checks)') + parser.add_argument('--verbose', action='store_true', help='Enable verbose and colorful output to the console') + parser.add_argument('--version', action='store_true', help='Print the program version and exit') + return parser.parse_args() + +# Initialize connected_client as global +connected_client = None + +def signal_handler(sig, frame): + """ + Handles incoming signals for graceful shutdown. + + Args: + sig (int): Signal number. + frame: Current stack frame. + """ + logger = logging.getLogger('MidasV1.Main') + logger.error("Interrupt received. Shutting down gracefully...") + global connected_client + if connected_client: + connected_client.disconnect() + logger.info("Disconnected from IB Gateway.") + sys.exit(0) + +def main(): + global connected_client # Declare as global to modify the global variable + + # Register the signal handler for graceful shutdown + signal.signal(signal.SIGINT, signal_handler) + signal.signal(signal.SIGTERM, signal_handler) + + # Parse command-line arguments + args = parse_arguments() + + # Load configuration + config = load_config() + + # Setup logging based on flags and config + log_level = config.get('Logging', 'level', fallback='INFO') + setup_logging(verbose=args.verbose, log_level=log_level) + logger = logging.getLogger('MidasV1.Main') + + # Suppress ibapi internal logs from propagating to root logger + ibapi_logger = logging.getLogger('ibapi') + ibapi_logger.setLevel(logging.WARNING) # Suppress DEBUG and INFO + ibapi_logger.propagate = False + + # Handle --version flag + if args.version: + version = config.get('General', 'version', fallback='1.0.0') + print(f"MidasV1 Version: {version}") + sys.exit(0) + + logger.info("Starting MidasV1 Trading Bot...") + + # Initialize and run initial checks if not skipping all checks + if not args.skip_checks: + try: + initial_checks = InitialChecks(config, verbose=args.verbose) + stock_petitioner = StockListPetitioner(config) # Instantiate with only config + connected_client = initial_checks.run_all_checks(skip_checks=args.skip_checks, callback_handlers=[stock_petitioner]) # Pass as callback handler + stock_petitioner.set_client(connected_client) # Set the connected client + refined_stock_list = stock_petitioner.run_module() + logger.info(f"Refined Stock List: {refined_stock_list}") # Log to prevent unused warning + except SystemExit as e: + logger.error("Initial checks failed. Exiting program.") + sys.exit(e.code) + except Exception as e: + logger.exception("An unexpected error occurred during initial checks or Module 2.") + if connected_client: + connected_client.disconnect() + logger.info("Disconnected from IB Gateway.") + sys.exit(1) + else: + logger.warning("Skipping specific initial checks as per the '--skip-checks' flag.") + refined_stock_list = [] + + # Prompt the user to confirm before proceeding to the next module + if not args.no_checks: + logger.info("Initial checks and Module 2 completed. Please review the logs and ensure everything is correct.") + try: + while True: + user_input = input("Do you want to proceed to the next module? (y/n): ").strip().lower() + if user_input == 'y': + logger.info("User chose to proceed.") + break + elif user_input == 'n': + logger.info("User chose to exit the program.") + if connected_client: + connected_client.disconnect() + logger.info("Disconnected from IB Gateway.") + sys.exit(0) + else: + print("Please enter 'y' or 'n'.") + except KeyboardInterrupt: + logger.error("Interrupt received during user prompt. Shutting down gracefully...") + if connected_client: + connected_client.disconnect() + logger.info("Disconnected from IB Gateway.") + sys.exit(0) + + else: + logger.info("Proceeding to the next module without user confirmation as per the '--no-checks' flag.") + + # Placeholder for initializing and running other modules (e.g., Module 3) + # Example: + # from modules.module3 import Module3 + # module3 = Module3(config, connected_client, refined_stock_list) + # module3.run() + + logger.info("MidasV1 Trading Bot is now running.") + + # Placeholder for main loop or orchestration logic + try: + while True: + # Implement the main functionality here + # For demonstration, we'll just sleep + threading.Event().wait(1) + except KeyboardInterrupt: + logger.error("Interrupt received. Shutting down gracefully...") + if connected_client: + connected_client.disconnect() + logger.info("Disconnected from IB Gateway.") + sys.exit(0) + +if __name__ == '__main__': + main() + diff --git a/src/MidasV1/modules/.gitignore b/src/MidasV1/modules/.gitignore new file mode 100644 index 0000000..75f3075 --- /dev/null +++ b/src/MidasV1/modules/.gitignore @@ -0,0 +1 @@ +backups/ diff --git a/src/MidasV1/modules/__pycache__/initial_checks.cpython-311.pyc b/src/MidasV1/modules/__pycache__/initial_checks.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..83934b8d8f44b7fe0450f8a6878cbfccaa1fabd6 GIT binary patch literal 23773 zcmZ3^%ge>Uz`)RQFFJjb0|Ucj5C?`?pp4Hm7#J9)Go&y?F{Ci2Fy$~tF@kBPC?+t? z9K{T#S)y3LG;0(qm}ZM&1JmqL>|mNBiX(+Fg*k^amn({k5o8ui4tFk36c3oqn!}sR z7sUr=v*qyT3PcGoGNiCa2{JLbGo)~|Fr;uUV`5-f%>;E7LzGYoQ!s-jS7IW zl>nErLXfMYi?1t}GMBP~Z+=Q?PO6ncW?p7VW@1i!az<)$cClVTC0N!awK%ybv!En1 zKhKIwSs^4NvsfV)tV5w7wJ0sWD7RQ4QK2}sC^NNKAwLafib8Q^aY<^fLSkNuLTX-F 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/dev/null +++ b/src/MidasV1/modules/initial_checks.py @@ -0,0 +1,312 @@ +# modules/initial_checks.py +""" +======================================================================== +# README +# +# Module: initial_checks.py +# +# Description: +# This module performs a series of initial system and environment checks +# required before the MidasV1 Trading Bot can operate effectively. +# It verifies the operating system, checks for necessary dependencies, +# assesses system resources, and ensures connectivity with the Interactive Brokers (IB) Gateway. +# +# Features: +# - Checks if the operating system is supported (currently Linux). +# - Verifies that required Python packages (`ibapi`, `psutil`) are installed. +# - Logs detailed system resource information including CPU cores, clock speed, +# load averages, CPU threads, and RAM statistics. +# - Tests connectivity with the IB Gateway by attempting to establish a session +# and retrieve account summaries. +# - Integrates with other modules via callback handlers to facilitate data exchange. +# +# Usage: +# This module is primarily used by `main.py` during the startup phase. +# +# Example: +# from modules.initial_checks import InitialChecks +# config = load_config() +# initial_checks = InitialChecks(config, verbose=True) +# connected_client = initial_checks.run_all_checks(callback_handlers=[stock_petitioner]) +# +# Coded by: kleinpanic 2024 +======================================================================== +""" + +import platform +import sys +import logging +import os +import psutil +import threading +import time + +from ibapi.client import EClient +from ibapi.wrapper import EWrapper +from ibapi.utils import iswrapper + +from ibapi.contract import Contract +from ibapi.account_summary_tags import AccountSummaryTags # Ensure correct import + +from ibapi.tag_value import TagValue + +SEPARATOR = "────────────────────────────────────────────────────" + +class InitialChecks: + def __init__(self, config, verbose=False): + self.config = config + self.verbose = verbose + self.logger = logging.getLogger('MidasV1.InitialChecks') + + def check_os(self): + """ + Determines the operating system and verifies if it's supported. + Currently supports only Linux. + """ + self.logger.info("Checking Operating System...") + os_type = platform.system() + if os_type != 'Linux': + message = f"Unsupported Operating System: {os_type}" + self.logger.error(message) + self.logger.warning("Future support for other operating systems is being added.") + sys.exit(1) + success_message = f"Operating System {os_type} is supported." + self.logger.info(success_message) + + def check_dependencies(self): + """ + Ensures that all necessary dependencies are installed. + """ + self.logger.info("Checking Dependencies...") + # Check if 'ibapi' and 'psutil' are installed + dependencies = ['ibapi', 'psutil'] + missing = [] + for dep in dependencies: + try: + __import__(dep) + except ImportError: + missing.append(dep) + if missing: + error_message = f"Missing Dependencies: {', '.join(missing)}" + self.logger.error(error_message) + self.logger.warning("Please install the missing dependencies and try again.") + sys.exit(1) + success_message = "All dependencies are satisfied." + self.logger.info(success_message) + + def check_connectivity(self, callback_handlers=[]): + """ + Verifies a secure connection with the IB Gateway. + + Args: + callback_handlers (list): List of modules to receive callbacks. + """ + self.logger.info("Checking Connectivity with IB Gateway...") + + host = self.config.get('Connectivity', 'host', fallback='127.0.0.1') + port = self.config.getint('Connectivity', 'port', fallback=4002) + client_id = self.config.getint('Connectivity', 'client_id', fallback=0) + + # Define wrapper and client for connection test + class TestWrapper(EWrapper): + def __init__(self, logger, callback_handlers): + super().__init__() + self.nextValidOrderId = None + self.connected_flag = False + self.received_account_summary = False + self.logger = logger + self.callback_handlers = callback_handlers + + @iswrapper + def error(self, reqId, errorCode, errorString, advancedOrderRejectJson=""): + info_codes = {2104, 2106, 2107, 2158} # Include code 2106 based on your logs + if errorCode in info_codes: + self.logger.info(f"[INFO/STATUS] id={reqId}, code={errorCode}, msg={errorString}") + else: + self.logger.error(f"[ERROR] id={reqId}, code={errorCode}, msg={errorString}") + + @iswrapper + def nextValidId(self, orderId: int): + self.logger.info(f"[INFO] Next valid order ID: {orderId}") + self.nextValidOrderId = orderId + self.connected_flag = True + + @iswrapper + def accountSummary(self, reqId: int, account: str, tag: str, value: str, currency: str): + self.received_account_summary = True + self.logger.info(f"[ACCOUNT SUMMARY] ReqId:{reqId}, Account:{account}, {tag} = {value} {currency}") + + @iswrapper + def accountSummaryEnd(self, reqId: int): + self.logger.info(f"[ACCOUNT SUMMARY END] ReqId: {reqId}") + + @iswrapper + def managedAccounts(self, accountsList: str): + self.logger.info(f"[INFO] Managed accounts: {accountsList}") + + @iswrapper + def connectionClosed(self): + self.logger.error("[ERROR] Connection to IB Gateway was closed unexpectedly!") + # Notify callback handlers if needed + + @iswrapper + def scannerData(self, reqId: int, rank: int, contractDetails: Contract, distance: str, + benchmark: str, projection: str, legsStr: str): + # Dispatch to callback handlers + for handler in self.callback_handlers: + handler.scannerData(reqId, rank, contractDetails, distance, benchmark, projection, legsStr) + + @iswrapper + def scannerDataEnd(self, reqId: int): + self.logger.info(f"Scanner data end received for reqId: {reqId}") + for handler in self.callback_handlers: + handler.scannerDataEnd(reqId) + + class TestClient(EClient): + def __init__(self, wrapper): + super().__init__(wrapper) + + class ConnectionTestApp(TestWrapper, TestClient): + def __init__(self, host: str, port: int, client_id: int, logger, callback_handlers=[]): + TestWrapper.__init__(self, logger, callback_handlers) + TestClient.__init__(self, self) + self.host = host + self.port = port + self.client_id = client_id + + def connect_and_run(self): + self.logger.info(SEPARATOR) + self.logger.info(" IB Gateway Connection Test") + self.logger.info(SEPARATOR) + connection_message = f"Attempting to connect to IB Gateway at {self.host}:{self.port}..." + self.logger.info(connection_message) + + try: + self.connect(self.host, self.port, self.client_id) + except ConnectionRefusedError: + error_message = "[ERROR] Connection refused. Is IB Gateway running?" + self.logger.error(error_message) + sys.exit(1) + + # Start the EClient message processing thread + thread = threading.Thread(target=self.run, daemon=True) + thread.start() + + # Wait until connected or timeout + start_time = time.time() + timeout = 5 # seconds + while not self.connected_flag and (time.time() - start_time < timeout): + time.sleep(0.1) + + if not self.connected_flag: + error_message = "[ERROR] Connection not established within timeout." + self.logger.error(error_message) + warning_message = "[WARN] No connection. Check Gateway settings and try again." + self.logger.warning(warning_message) + self.disconnect() + sys.exit(1) + + success_message = "[INFO] Connected successfully!" + self.logger.info(success_message) + + request_message = "Requesting account summary..." + self.logger.info(request_message) + + # Request account summary to verify further communication + req_id = 1 + self.reqAccountSummary(req_id, "All", "NetLiquidation,TotalCashValue,EquityWithLoanValue,BuyingPower") + + # Wait a bit for responses + time.sleep(5) + self.cancelAccountSummary(req_id) + + # Check if we received account summary data + if self.received_account_summary: + success_summary = "[INFO] Successfully retrieved account summary data." + self.logger.info(success_summary) + else: + warning_summary = "[WARN] Connected but did not receive account summary data. Is the account funded or available?" + self.logger.warning(warning_summary) + + self.logger.info("IB Gateway is connected and ready for upcoming modules.") + self.logger.info(SEPARATOR) + self.logger.info(" Test Complete") + self.logger.info(SEPARATOR) + + # Initialize and run the connection test + app = ConnectionTestApp(host, port, client_id, self.logger, callback_handlers) + app.connect_and_run() + + # Return the app to keep the connection open + return app + + def check_system_resources(self): + """ + Logs system resource information such as CPU cores, clock speed, load averages, CPU threads, and detailed RAM information. + The system information is colored gold for better visibility. + """ + self.logger.info("Checking System Resources...") + + # Gather system information + cpu_cores = psutil.cpu_count(logical=True) + cpu_freq = psutil.cpu_freq() + cpu_load_avg = psutil.getloadavg() + cpu_threads = psutil.cpu_count(logical=True) + ram = psutil.virtual_memory() + swap = psutil.swap_memory() + + total_ram_gb = ram.total / (1024 ** 3) + used_ram_gb = ram.used / (1024 ** 3) + available_ram_gb = ram.available / (1024 ** 3) + ram_percent = ram.percent + + swap_total_gb = swap.total / (1024 ** 3) + swap_used_gb = swap.used / (1024 ** 3) + swap_percent = swap.percent + + # Construct the resource information string + resource_info = ( + f"CPU Cores: {cpu_cores}\n" + f"CPU Clock Speed: {cpu_freq.current:.2f} MHz\n" + f"CPU Load Average (1m, 5m, 15m): {cpu_load_avg}\n" + f"CPU Threads: {cpu_threads}\n" + f"Total RAM: {total_ram_gb:.2f} GB\n" + f"Used RAM: {used_ram_gb:.2f} GB ({ram_percent}%)\n" + f"Available RAM: {available_ram_gb:.2f} GB\n" + f"Total Swap: {swap_total_gb:.2f} GB\n" + f"Used Swap: {swap_used_gb:.2f} GB ({swap_percent}%)" + ) + + # ANSI escape code for gold (approximated by yellow) + gold_color = "\033[93m" # Bright Yellow as gold approximation + reset_color = "\033[0m" + + # Combine the newline and colored resource information + colored_resource_info = f"\n{gold_color}{resource_info}{reset_color}" + + # Log the colored resource information + self.logger.info(colored_resource_info) + + def run_all_checks(self, skip_checks=False, callback_handlers=[]): + """ + Executes all initial checks in the required sequence. + + Args: + skip_checks (bool): If True, skips specific checks like dependency checks. + callback_handlers (list): List of modules to receive callbacks. + + Returns: + connected_client: The connected ibapi client to be used by other modules. + """ + self.check_os() + if not skip_checks: + self.check_dependencies() + else: + warning_message = "Skipping dependency checks as per the '--skip-checks' flag." + self.logger.warning(warning_message) + self.check_system_resources() + connected_client = self.check_connectivity(callback_handlers) + success_message = "All initial checks passed successfully." + self.logger.info(success_message) + return connected_client + diff --git a/src/MidasV1/modules/stock_list_petitioner.py b/src/MidasV1/modules/stock_list_petitioner.py new file mode 100644 index 0000000..3c804f9 --- /dev/null +++ b/src/MidasV1/modules/stock_list_petitioner.py @@ -0,0 +1,444 @@ +# modules/stock_list_petitioner.py +""" +======================================================================== +# README +# +# Module: stock_list_petitioner.py +# +# Description: +# This module handles the process of requesting and refining a list of stock symbols +# based on predefined criteria. It interacts with the Interactive Brokers (IB) API +# to perform scanner subscriptions, receive market data, and apply filters to +# generate a refined list of stocks suitable for trading strategies. +# +# Features: +# - Initiates scanner subscriptions to retrieve stock data based on criteria such as +# search volume and net change. +# - Receives and processes scanner data asynchronously using IB API callbacks. +# - Refines the received stock list by applying additional criteria like share price, +# availability of option contracts, and volatility index. +# - Caches the refined stock list for use by subsequent modules. +# - Provides detailed logging and colored console outputs for better traceability and user feedback. +# +# Usage: +# This module is instantiated and used by `main.py` after initial checks are passed. +# +# Example: +# from modules.stock_list_petitioner import StockListPetitioner +# stock_petitioner = StockListPetitioner(config) +# connected_client = initial_checks.run_all_checks(callback_handlers=[stock_petitioner]) +# refined_stock_list = stock_petitioner.run_module() +# +# Coded by: kleinpanic 2024 +======================================================================== +""" + +import logging +import threading +import tempfile +import json +import time +import os # Added import for os + +from ibapi.contract import Contract +from ibapi.scanner import ScannerSubscription +from ibapi.ticktype import TickTypeEnum +from ibapi.utils import iswrapper +from ibapi.tag_value import TagValue + +class StockListPetitioner: + def __init__(self, config): + self.logger = logging.getLogger('MidasV1.StockListPetitioner') + self.config = config + self.connected_client = None # To be set later + + # Scanner results + self.scanner_data = [] + self.scanner_finished = False + self.lock = threading.Lock() + + # Event to signal when scanner data is received + self.scanner_event = threading.Event() + + def set_client(self, connected_client): + """ + Sets the connected_client after initial checks. + """ + self.connected_client = connected_client + + def run_module(self): + """ + Executes the scanner subscription and refines the stock list. + """ + if not self.connected_client: + self.logger.error("Connected client is not set. Cannot proceed with scanner subscription.") + return [] + + self.logger.info("Starting Module 2: IBJTS List Petitioner...") + + # Load scanner criteria from config + search_volume = self.config.getint('Module2', 'default_search_volume', fallback=10000) + net_change = self.config.getfloat('Module2', 'default_net_change', fallback=0.0) + percent_change = self.config.getfloat('Module2', 'default_percent_change', fallback=0.0) + + # Display and log criteria + criteria_message = ( + f"Loaded Scanner Criteria:\n" + f" - Search Volume: {search_volume}\n" + f" - Net Change: {net_change}\n" + f" - Percent Change: {percent_change}" + ) + self.logger.info(criteria_message) + print("\033[94m" + criteria_message + "\033[0m") # Blue text for criteria + + # Define the scanner subscription + subscription = ScannerSubscription() + subscription.instrument = "STK" + subscription.locationCode = "STK.US.MAJOR" # Broad location code to include major US stocks + subscription.scanCode = "ALL" # Broader scan code to include all stocks + subscription.aboveVolume = search_volume + # subscription.netChange = net_change # Removed for compatibility with "ALL" + # subscription.percentChange = percent_change # Removed for compatibility with "ALL" + + # Inform user about the API call + api_call_message = "Initiating scanner subscription with the above criteria..." + self.logger.info(api_call_message) + print("\033[92m" + api_call_message + "\033[0m") # Green text for API call info + + # Optionally, implement retries + MAX_RETRIES = 2 + for attempt in range(1, MAX_RETRIES + 1): + try: + self.connected_client.reqScannerSubscription( + reqId=1001, + subscription=subscription, + scannerSubscriptionOptions=[], # Can be extended based on config + scannerSubscriptionFilterOptions=[] # Can be extended based on config + ) + self.logger.info(f"Scanner subscription requested successfully on attempt {attempt}.") + print(f"\033[92mScanner subscription requested successfully on attempt {attempt}.\033[0m") # Green text + break + except Exception as e: + self.logger.error(f"Attempt {attempt}: Error in reqScannerSubscription: {e}") + print(f"\033[91mAttempt {attempt}: Error in reqScannerSubscription: {e}\033[0m") # Red text + if attempt == MAX_RETRIES: + return [] + time.sleep(2 ** attempt) # Exponential backoff + + # Wait for scanner data or timeout + scanner_timeout = 15 # seconds + self.logger.info(f"Waiting for scanner data (timeout in {scanner_timeout} seconds)...") + print(f"\033[93mWaiting for scanner data (timeout in {scanner_timeout} seconds)...\033[0m") # Yellow text + scanner_completed = self.scanner_event.wait(timeout=scanner_timeout) + if not scanner_completed: + self.logger.error("Scanner subscription timed out.") + try: + self.connected_client.cancelScannerSubscription(1001) + self.logger.error("Scanner subscription canceled due to timeout.") + print("\033[91mScanner subscription timed out and was canceled.\033[0m") # Red text + except Exception as e: + self.logger.error(f"Error canceling scanner subscription: {e}") + print(f"\033[91mError canceling scanner subscription: {e}\033[0m") # Red text + return [] + + self.logger.info("Scanner data received. Proceeding to refine the stock list.") + print("\033[92mScanner data received. Proceeding to refine the stock list.\033[0m") # Green text + + # Log the number of scanner data entries received + self.logger.debug(f"Total scanner data received: {len(self.scanner_data)}") + print(f"\033[94mTotal scanner data received: {len(self.scanner_data)}\033[0m") # Blue text + + for stock in self.scanner_data: + self.logger.debug(f"Stock: {stock['symbol']}, Volume: {stock['distance']}") + # Optionally, print detailed scanner data for debugging + # print(f"\033[94mStock: {stock['symbol']}, Volume: {stock['distance']}\033[0m") # Blue text + + # Process and refine the scanner data + refined_list = self.refine_stock_list() + + # Cache the refined list + self.cache_refined_list(refined_list) + + # Print the refined list to the user + self.print_refined_list(refined_list) + + if not refined_list: + self.logger.error("No stocks meet the specified criteria after refinement.") + print("\033[91mNo stocks meet the specified criteria after refinement.\033[0m\n") # Red text + + # Disconnect the client to prevent further logging + try: + self.connected_client.disconnect() + self.logger.info("Disconnected from IB Gateway after Module 2.") + print("\033[92mDisconnected from IB Gateway after Module 2.\033[0m") # Green text + except Exception as e: + self.logger.error(f"Error disconnecting from IB Gateway: {e}") + print(f"\033[91mError disconnecting from IB Gateway: {e}\033[0m") # Red text + + self.logger.info("Module 2: IBJTS List Petitioner completed successfully.") + print("\033[92mModule 2: IBJTS List Petitioner completed successfully.\033[0m") # Green text + + return refined_list + + @iswrapper + def scannerData(self, reqId: int, rank: int, contractDetails, distance: str, + benchmark: str, projection: str, legsStr: str): + """ + Receives scanner data. + """ + with self.lock: + self.scanner_data.append({ + 'rank': rank, + 'symbol': contractDetails.contract.symbol, + 'sectype': contractDetails.contract.secType, + 'exchange': contractDetails.contract.exchange, + 'currency': contractDetails.contract.currency, + 'distance': distance, + 'benchmark': benchmark, + 'projection': projection, + 'legsStr': legsStr + }) + self.logger.debug(f"Received scanner data: {self.scanner_data[-1]}") + + @iswrapper + def scannerDataEnd(self, reqId: int): + """ + Indicates the end of scanner data. + """ + self.logger.info(f"Scanner data end received for reqId: {reqId}") + with self.lock: + self.scanner_finished = True + self.scanner_event.set() + + def refine_stock_list(self): + """ + Refines the scanner data based on additional criteria. + + Returns: + list: Refined list of stocks. + """ + self.logger.info("Refining the stock list based on criteria...") + print("\033[93mRefining the stock list based on criteria...\033[0m") # Yellow text + + refined_list = [] + for stock in self.scanner_data: + symbol = stock['symbol'] + self.logger.debug(f"Processing stock: {symbol}") + print(f"\033[94mProcessing stock: {symbol}\033[0m") # Blue text + + # Fetch additional data for each stock + share_price = self.get_share_price(symbol) + if share_price is None: + self.logger.debug(f"Skipping {symbol}: Unable to retrieve share price.") + print(f"\033[91mSkipping {symbol}: Unable to retrieve share price.\033[0m") # Red text + continue # Skip if unable to fetch share price + + if share_price > self.config.getfloat('Module2', 'default_refinement_share_price', fallback=15.0): + self.logger.debug(f"Excluding {symbol}: Share price ${share_price} exceeds threshold.") + print(f"\033[91mExcluding {symbol}: Share price ${share_price} exceeds threshold.\033[0m") # Red text + continue # Remove stocks above the share price threshold + + if not self.has_option_contracts(symbol): + self.logger.debug(f"Excluding {symbol}: No option contracts available.") + print(f"\033[91mExcluding {symbol}: No option contracts available.\033[0m") # Red text + continue # Remove stocks without option contracts + + volatility_index = self.get_volatility_index(symbol) + if volatility_index is None: + self.logger.debug(f"Skipping {symbol}: Unable to retrieve volatility index.") + print(f"\033[91mSkipping {symbol}: Unable to retrieve volatility index.\033[0m") # Red text + continue # Skip if unable to fetch volatility index + + if volatility_index > self.config.getfloat('Module2', 'default_volatility_threshold', fallback=30.0): + self.logger.debug(f"Excluding {symbol}: Volatility index {volatility_index}% exceeds threshold.") + print(f"\033[91mExcluding {symbol}: Volatility index {volatility_index}% exceeds threshold.\033[0m") # Red text + continue # Remove stocks above the volatility threshold + + # Append to refined list if all criteria are met + refined_list.append({ + 'symbol': symbol, + 'share_price': share_price, + 'volatility_index': volatility_index + }) + self.logger.debug(f"Including {symbol}: Meets all criteria.") + print(f"\033[92mIncluding {symbol}: Meets all criteria.\033[0m") # Green text + + # Conditional refinement based on config + conditional_refinement = self.config.getboolean('Module2', 'conditional_refinement_enabled', fallback=False) + if conditional_refinement: + max_list_size = self.config.getint('Module2', 'max_refined_list_size', fallback=100) + if len(refined_list) > max_list_size: + refined_list = refined_list[:max_list_size] + self.logger.info(f"List truncated to {max_list_size} items based on conditional refinement.") + print(f"\033[93mList truncated to {max_list_size} items based on conditional refinement.\033[0m") # Yellow text + + self.logger.info(f"Refined list contains {len(refined_list)} stocks after applying all filters.") + print(f"\033[94mRefined list contains {len(refined_list)} stocks after applying all filters.\033[0m") # Blue text + return refined_list + + def get_share_price(self, symbol): + """ + Retrieves the current share price for a given symbol. + + Args: + symbol (str): Stock symbol. + + Returns: + float: Current share price or None if unavailable. + """ + contract = Contract() + contract.symbol = symbol + contract.secType = "STK" + contract.exchange = "SMART" + contract.currency = "USD" + + price = None + price_event = threading.Event() + + def tickPrice_override(reqId, tickType, price_value, attrib): + nonlocal price + if tickType == TickTypeEnum.LAST: + price = price_value + price_event.set() + + # Temporarily override the tickPrice callback + original_tickPrice = self.connected_client.wrapper.tickPrice + self.connected_client.wrapper.tickPrice = tickPrice_override + + # Request market data + try: + self.connected_client.reqMktData(2001, contract, "", False, False, []) + self.logger.debug(f"Requested market data for {symbol}.") + print(f"\033[94mRequested market data for {symbol}.\033[0m") # Blue text + except Exception as e: + self.logger.error(f"Error requesting market data for {symbol}: {e}") + print(f"\033[91mError requesting market data for {symbol}: {e}\033[0m") # Red text + self.connected_client.wrapper.tickPrice = original_tickPrice + return None + + # Wait for the price to be received or timeout + if not price_event.wait(timeout=5): + self.logger.warning(f"Timeout while waiting for share price of {symbol}.") + print(f"\033[91mTimeout while waiting for share price of {symbol}.\033[0m") # Red text + else: + self.logger.debug(f"Share price for {symbol}: ${price}") + print(f"\033[92mShare price for {symbol}: ${price}\033[0m") # Green text + + # Restore the original tickPrice callback + self.connected_client.wrapper.tickPrice = original_tickPrice + + if price is not None: + return price + else: + self.logger.warning(f"Unable to retrieve share price for {symbol}.") + print(f"\033[91mUnable to retrieve share price for {symbol}.\033[0m") # Red text + return None + + def has_option_contracts(self, symbol): + """ + Checks if option contracts are available for a given symbol. + + Args: + symbol (str): Stock symbol. + + Returns: + bool: True if options are available, False otherwise. + """ + contract = Contract() + contract.symbol = symbol + contract.secType = "OPT" + contract.exchange = "SMART" + contract.currency = "USD" + + has_options = False + option_event = threading.Event() + + def contractDetails_override(reqId, contractDetails): + nonlocal has_options + if contractDetails.contract.symbol == symbol: + has_options = True + option_event.set() + + # Temporarily override the contractDetails callback + original_contractDetails = self.connected_client.wrapper.contractDetails + self.connected_client.wrapper.contractDetails = contractDetails_override + + # Request contract details + try: + self.connected_client.reqContractDetails(3001, contract) + self.logger.debug(f"Requested contract details for options of {symbol}.") + print(f"\033[94mRequested contract details for options of {symbol}.\033[0m") # Blue text + except Exception as e: + self.logger.error(f"Error requesting contract details for {symbol}: {e}") + print(f"\033[91mError requesting contract details for {symbol}: {e}\033[0m") # Red text + self.connected_client.wrapper.contractDetails = original_contractDetails + return False + + # Wait for the callback or timeout + if not option_event.wait(timeout=5): + self.logger.warning(f"Timeout while checking options for {symbol}.") + print(f"\033[91mTimeout while checking options for {symbol}.\033[0m") # Red text + else: + self.logger.debug(f"Options availability for {symbol}: {has_options}") + print(f"\033[92mOptions availability for {symbol}: {has_options}\033[0m") # Green text + + # Restore the original contractDetails callback + self.connected_client.wrapper.contractDetails = original_contractDetails + + return has_options + + def get_volatility_index(self, symbol): + """ + Retrieves the volatility index for a given symbol. + This is a placeholder function. Implement actual volatility retrieval as needed. + + Args: + symbol (str): Stock symbol. + + Returns: + float: Volatility index or None if unavailable. + """ + # Placeholder implementation + # Replace this with actual implementation, e.g., using an external API or IB's data + mock_volatility = 25.0 # Example value + self.logger.debug(f"Volatility index for {symbol}: {mock_volatility}%") + print(f"\033[94mVolatility index for {symbol}: {mock_volatility}%\033[0m") # Blue text + return mock_volatility + + def cache_refined_list(self, refined_list): + """ + Caches the refined stock list in a temporary file for transfer between modules. + + Args: + refined_list (list): Refined list of stocks. + """ + try: + timestamp = int(time.time()) + cache_path = os.path.join(tempfile.gettempdir(), f"refined_stock_list_{timestamp}.json") + with open(cache_path, 'w') as tmp_file: + json.dump(refined_list, tmp_file) + self.logger.info(f"Refined stock list cached at {cache_path}") + print(f"\033[92mRefined stock list cached at {cache_path}\033[0m") # Green text + except Exception as e: + self.logger.error(f"Failed to cache refined stock list: {e}") + print(f"\033[91mFailed to cache refined stock list: {e}\033[0m") # Red text + + def print_refined_list(self, refined_list): + """ + Prints the refined stock list to the user. + + Args: + refined_list (list): Refined list of stocks. + """ + if not refined_list: + self.logger.error("No stocks meet the specified criteria after refinement.") + print("\033[91mNo stocks meet the specified criteria after refinement.\033[0m\n") # Red text + return + + self.logger.info("Refined Stock List:") + print("\n\033[92mRefined Stock List:\033[0m") # Green text + print("--------------------") + for stock in refined_list: + print(f"Symbol: {stock['symbol']}, Share Price: ${stock['share_price']:.2f}, Volatility Index: {stock['volatility_index']}%") + print("--------------------\n") + diff --git a/src/MidasV1/requirements.txt b/src/MidasV1/requirements.txt new file mode 100644 index 0000000..c2b10e9 --- /dev/null +++ b/src/MidasV1/requirements.txt @@ -0,0 +1,2 @@ +ibapi==10.32.1 +psutil==6.1.0 diff --git a/src/MidasV1/tests/test_connection.py b/src/MidasV1/tests/test_connection.py new file mode 100644 index 0000000..db1e19c --- /dev/null +++ b/src/MidasV1/tests/test_connection.py @@ -0,0 +1,183 @@ +# test_connection.py + +""" +======================================================================== +# README +# +# Program: test_connection.py +# +# Description: +# This script tests the connectivity between the MidasV1 Trading Bot and the +# Interactive Brokers (IB) Gateway. It attempts to establish a connection, +# request account summaries, and verify that data is being received correctly. +# The script provides colored console outputs to indicate the status of each +# operation, enhancing user feedback and readability. +# +# Features: +# - Checks for the presence of the `ibapi` Python package and prompts installation if missing. +# - Attempts to connect to the IB Gateway using specified host, port, and client ID. +# - Requests account summary data to verify successful communication. +# - Implements colored console outputs using ANSI escape codes: +# - Green for successful operations. +# - Red for errors. +# - Yellow for warnings and informational messages. +# - Blue and Magenta for decorative separators and headers. +# - Handles graceful shutdown on interrupts and errors. +# +# Usage: +# Run the script from the command line: +# python test_connection.py +# +# The script will display messages indicating the progress and outcome of each step. +# +# Coded by: kleinpanic 2024 +======================================================================== +""" + +import sys +import time +import threading + +# Check for ibapi dependency +try: + from ibapi.client import EClient + from ibapi.wrapper import EWrapper + from ibapi.utils import iswrapper +except ImportError: + print("┌───────────────────────────────────────────────────┐") + print("│ IB API Python Not Found! │") + print("└───────────────────────────────────────────────────┘") + print("\nThe 'ibapi' package is not installed. Please install it by running:") + print(" pip install ibapi") + sys.exit(1) + +# ANSI color codes +GREEN = "\033[92m" +RED = "\033[91m" +YELLOW = "\033[93m" +BLUE = "\033[94m" +MAGENTA = "\033[95m" +BOLD = "\033[1m" +RESET = "\033[0m" + +SEPARATOR = MAGENTA + "────────────────────────────────────────────────────" + RESET + +class TestWrapper(EWrapper): + def __init__(self): + super().__init__() + self.nextValidOrderId = None + self.connected_flag = False + self.received_account_summary = False + + @iswrapper + def error(self, reqId, errorCode, errorString, advancedOrderRejectJson=""): + # Distinguish between known "info" messages and real errors + # For example, errorCode=2104,2107,2158 are typically info: + info_codes = {2104, 2107, 2158} + if errorCode in info_codes: + # Print these in a different color to indicate they are not severe + print(f"{YELLOW}[INFO/STATUS] id={reqId}, code={errorCode}, msg={errorString}{RESET}") + else: + # True errors + print(f"{RED}[ERROR] id={reqId}, code={errorCode}, msg={errorString}{RESET}") + + @iswrapper + def nextValidId(self, orderId: int): + print(f"{GREEN}[INFO] Next valid order ID: {orderId}{RESET}") + self.nextValidOrderId = orderId + self.connected_flag = True + + @iswrapper + def accountSummary(self, reqId: int, account: str, tag: str, value: str, currency: str): + self.received_account_summary = True + print(f"{GREEN}[ACCOUNT SUMMARY] ReqId:{reqId}, Account:{account}, {tag} = {value} {currency}{RESET}") + + @iswrapper + def accountSummaryEnd(self, reqId: int): + print(f"{GREEN}[ACCOUNT SUMMARY END] ReqId: {reqId}{RESET}") + + @iswrapper + def managedAccounts(self, accountsList: str): + print(f"{GREEN}[INFO] Managed accounts: {accountsList}{RESET}") + + +class TestClient(EClient): + def __init__(self, wrapper): + super().__init__(wrapper) + + +class ConnectionTestApp(TestWrapper, TestClient): + def __init__(self, host: str, port: int, client_id: int): + TestWrapper.__init__(self) + TestClient.__init__(self, self) + + self.host = host + self.port = port + self.client_id = client_id + + def connect_and_run(self): + print(SEPARATOR) + print(f"{BOLD}{BLUE} IB Gateway Connection Test{RESET}") + print(SEPARATOR) + print(f"{BLUE}Attempting to connect to IB Gateway at {self.host}:{self.port}...{RESET}") + + # Attempt connection with error handling + try: + self.connect(self.host, self.port, self.client_id) + except ConnectionRefusedError: + print(f"{RED}[ERROR] Connection refused. Is IB Gateway running?{RESET}") + return + + # Start the EClient message processing thread + thread = threading.Thread(target=self.run, daemon=True) + thread.start() + + # Wait until connected or timeout + start_time = time.time() + timeout = 5 # seconds + while not self.connected_flag and (time.time() - start_time < timeout): + time.sleep(0.1) + + if not self.connected_flag: + print(f"{RED}[ERROR] Connection not established within timeout.{RESET}") + self.disconnect() + print(f"{YELLOW}[WARN] No connection. Check Gateway settings and try again.{RESET}") + return + + print(f"{GREEN}[INFO] Connected successfully!{RESET}") + print(f"{BLUE}Requesting account summary...{RESET}") + + # Request account summary to verify further communication + req_id = 1 + self.reqAccountSummary(req_id, "All", "NetLiquidation,TotalCashValue,EquityWithLoanValue,BuyingPower") + + # Wait a bit for responses + time.sleep(5) + self.cancelAccountSummary(req_id) + self.disconnect() + + # Check if we received account summary data + if self.received_account_summary: + print(f"{GREEN}[INFO] Successfully retrieved account summary data.{RESET}") + else: + print(f"{YELLOW}[WARN] Connected but did not receive account summary data. Is the account funded or available?{RESET}") + + print(f"{GREEN}[INFO] Disconnected successfully.{RESET}") + print(SEPARATOR) + print(f"{BOLD}{BLUE} Test Complete{RESET}") + print(SEPARATOR) + + +if __name__ == "__main__": + host = "127.0.0.1" + port = 4002 # Paper trading port + client_id = 0 # Choose a unique client ID + + # Check Python version + if sys.version_info < (3, 6): + print(f"{RED}[ERROR] Python 3.6+ is required for this script.{RESET}") + sys.exit(1) + + app = ConnectionTestApp(host, port, client_id) + app.connect_and_run() + diff --git a/src/MidasV1/tests/test_stock_retriever.log b/src/MidasV1/tests/test_stock_retriever.log new file mode 100644 index 0000000..1acbfec --- /dev/null +++ b/src/MidasV1/tests/test_stock_retriever.log @@ -0,0 +1,435 @@ +2024-12-13 02:01:32,318 - DEBUG - 139881771299920 connState: None -> 0 +2024-12-13 02:01:32,318 - DEBUG - 139881771299920 connState: None -> 0 +2024-12-13 02:01:32,319 - DEBUG - Connecting to 127.0.0.1:4002 w/ id:1 +2024-12-13 02:01:32,319 - DEBUG - 139881771299920 connState: 0 -> 1 +2024-12-13 02:01:32,319 - DEBUG - msg b'\x00\x00\x00\tv100..193' +2024-12-13 02:01:32,319 - DEBUG - REQUEST b'API\x00\x00\x00\x00\tv100..193' +2024-12-13 02:01:32,319 - DEBUG - acquiring lock +2024-12-13 02:01:32,319 - DEBUG - acquired lock +2024-12-13 02:01:32,319 - DEBUG - releasing lock +2024-12-13 02:01:32,319 - DEBUG - release lock +2024-12-13 02:01:32,319 - DEBUG - sendMsg: sent: 17 +2024-12-13 02:01:32,320 - DEBUG - no fields +2024-12-13 02:01:32,321 - DEBUG - len 30 raw:b'\x00\x00\x00\x1a187\x0020241213 02:01:31 EST\x00'| +2024-12-13 02:01:32,322 - DEBUG - ANSWER b'\x00\x00\x00\x1a187\x0020241213 02:01:31 EST\x00' +2024-12-13 02:01:32,322 - DEBUG - read_msg: size: 26 +2024-12-13 02:01:32,322 - DEBUG - size:26 msg:b'187\x0020241213 02:01:31 EST\x00' rest:b''| +2024-12-13 02:01:32,322 - DEBUG - fields (b'187', b'20241213 02:01:31 EST') +2024-12-13 02:01:32,322 - DEBUG - ANSWER Version:187 time:b'20241213 02:01:31 EST' +2024-12-13 02:01:32,322 - DEBUG - 139881771299920 connState: 1 -> 2 +2024-12-13 02:01:32,322 - DEBUG - EReader thread started +2024-12-13 02:01:32,322 - INFO - sent startApi +2024-12-13 02:01:32,322 - INFO - REQUEST startApi {} +2024-12-13 02:01:32,322 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,322 - INFO - SENDING startApi b'\x00\x00\x00\x0871\x002\x001\x00\x00' +2024-12-13 02:01:32,322 - DEBUG - acquiring lock +2024-12-13 02:01:32,322 - DEBUG - acquired lock +2024-12-13 02:01:32,322 - DEBUG - releasing lock +2024-12-13 02:01:32,322 - DEBUG - release lock +2024-12-13 02:01:32,322 - DEBUG - sendMsg: sent: 12 +2024-12-13 02:01:32,322 - INFO - ANSWER connectAck {} +2024-12-13 02:01:32,322 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,323 - DEBUG - len 19 raw:b'\x00\x00\x00\x0f15\x001\x00DUE064818\x00'| +2024-12-13 02:01:32,323 - DEBUG - reader loop, recvd size 19 +2024-12-13 02:01:32,323 - DEBUG - read_msg: size: 15 +2024-12-13 02:01:32,323 - DEBUG - size:15 msg.size:15 msg:|b''| buf:|| +2024-12-13 02:01:32,323 - DEBUG - fields (b'15', b'1', b'DUE064818') +2024-12-13 02:01:32,323 - DEBUG - In interpret(), handleInfo: wrap: meth:None prms:OrderedDict([('self', ), ('accountsList', )]) +2024-12-13 02:01:32,323 - DEBUG - field b'DUE064818' +2024-12-13 02:01:32,324 - DEBUG - arg DUE064818 type +2024-12-13 02:01:32,324 - DEBUG - calling > with <__main__.TestStockRetriever object at 0x7f38c349f450> ['DUE064818'] +2024-12-13 02:01:32,324 - INFO - ANSWER managedAccounts {'accountsList': 'DUE064818'} +2024-12-13 02:01:32,324 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,324 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:32,324 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,366 - DEBUG - len 227 raw:b'\x00\x00\x00\x069\x001\x001\x00\x00\x00\x0064\x002\x00-1\x002104\x00Market data farm connection is OK:usfarm\x00\x00\x00\x00\x00^4\x002\x00-1\x002107\x00HMDS data farm connection is inactive but should be available upon demand.ushmds\x00\x00\x00\x00\x0094\x002\x00-1\x002158\x00Sec-def data farm connection is OK:secdefnj\x00\x00'| +2024-12-13 02:01:32,366 - DEBUG - reader loop, recvd size 227 +2024-12-13 02:01:32,366 - DEBUG - read_msg: size: 6 +2024-12-13 02:01:32,366 - DEBUG - size:6 msg.size:6 msg:|b'\x00\x00\x0064\x002\x00-1\x002104\x00Market data farm connection is OK:usfarm\x00\x00\x00\x00\x00^4\x002\x00-1\x002107\x00HMDS data farm connection is inactive but should be available upon demand.ushmds\x00\x00\x00\x00\x0094\x002\x00-1\x002158\x00Sec-def data farm connection is OK:secdefnj\x00\x00'| buf:|| +2024-12-13 02:01:32,366 - DEBUG - read_msg: size: 54 +2024-12-13 02:01:32,366 - DEBUG - size:54 msg.size:54 msg:|b'\x00\x00\x00^4\x002\x00-1\x002107\x00HMDS data farm connection is inactive but should be available upon demand.ushmds\x00\x00\x00\x00\x0094\x002\x00-1\x002158\x00Sec-def data farm connection is OK:secdefnj\x00\x00'| buf:|| +2024-12-13 02:01:32,366 - DEBUG - read_msg: size: 94 +2024-12-13 02:01:32,366 - DEBUG - size:94 msg.size:94 msg:|b'\x00\x00\x0094\x002\x00-1\x002158\x00Sec-def data farm connection is OK:secdefnj\x00\x00'| buf:|| +2024-12-13 02:01:32,366 - DEBUG - read_msg: size: 57 +2024-12-13 02:01:32,367 - DEBUG - size:57 msg.size:57 msg:|b''| buf:|| +2024-12-13 02:01:32,367 - DEBUG - fields (b'9', b'1', b'1') +2024-12-13 02:01:32,367 - DEBUG - In interpret(), handleInfo: wrap: meth:None prms:OrderedDict([('self', ), ('orderId', )]) +2024-12-13 02:01:32,367 - DEBUG - field b'1' +2024-12-13 02:01:32,367 - DEBUG - arg 1 type +2024-12-13 02:01:32,367 - DEBUG - calling > with <__main__.TestStockRetriever object at 0x7f38c349f450> [1] +2024-12-13 02:01:32,367 - INFO - NextValidId received: 1 +2024-12-13 02:01:32,367 - INFO - Requesting market data for symbols... +2024-12-13 02:01:32,367 - INFO - REQUEST reqMktData {'reqId': 1001, 'contract': 139881771406224: 0,AAPL,STK,,,0,,,SMART,,USD,,,False,,,,combo:, 'genericTickList': '', 'snapshot': False, 'regulatorySnapshot': False, 'mktDataOptions': []} +2024-12-13 02:01:32,367 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,367 - INFO - SENDING reqMktData b'\x00\x00\x0011\x0011\x001001\x000\x00AAPL\x00STK\x00\x000.0\x00\x00\x00SMART\x00\x00USD\x00\x00\x000\x00\x000\x000\x00\x00' +2024-12-13 02:01:32,367 - DEBUG - acquiring lock +2024-12-13 02:01:32,367 - DEBUG - acquired lock +2024-12-13 02:01:32,367 - DEBUG - releasing lock +2024-12-13 02:01:32,367 - DEBUG - release lock +2024-12-13 02:01:32,367 - DEBUG - sendMsg: sent: 53 +2024-12-13 02:01:32,367 - DEBUG - Requested market data for AAPL with ReqId: 1001 +2024-12-13 02:01:32,367 - INFO - REQUEST reqMktData {'reqId': 1002, 'contract': 139881771409296: 0,MSFT,STK,,,0,,,SMART,,USD,,,False,,,,combo:, 'genericTickList': '', 'snapshot': False, 'regulatorySnapshot': False, 'mktDataOptions': []} +2024-12-13 02:01:32,367 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,367 - INFO - SENDING reqMktData b'\x00\x00\x0011\x0011\x001002\x000\x00MSFT\x00STK\x00\x000.0\x00\x00\x00SMART\x00\x00USD\x00\x00\x000\x00\x000\x000\x00\x00' +2024-12-13 02:01:32,367 - DEBUG - acquiring lock +2024-12-13 02:01:32,367 - DEBUG - acquired lock +2024-12-13 02:01:32,367 - DEBUG - releasing lock +2024-12-13 02:01:32,367 - DEBUG - release lock +2024-12-13 02:01:32,367 - DEBUG - sendMsg: sent: 53 +2024-12-13 02:01:32,368 - DEBUG - Requested market data for MSFT with ReqId: 1002 +2024-12-13 02:01:32,368 - INFO - REQUEST reqMktData {'reqId': 1003, 'contract': 139881771409424: 0,GOOGL,STK,,,0,,,SMART,,USD,,,False,,,,combo:, 'genericTickList': '', 'snapshot': False, 'regulatorySnapshot': False, 'mktDataOptions': []} +2024-12-13 02:01:32,368 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,368 - INFO - SENDING reqMktData b'\x00\x00\x0021\x0011\x001003\x000\x00GOOGL\x00STK\x00\x000.0\x00\x00\x00SMART\x00\x00USD\x00\x00\x000\x00\x000\x000\x00\x00' +2024-12-13 02:01:32,368 - DEBUG - acquiring lock +2024-12-13 02:01:32,368 - DEBUG - acquired lock +2024-12-13 02:01:32,368 - DEBUG - releasing lock +2024-12-13 02:01:32,368 - DEBUG - release lock +2024-12-13 02:01:32,368 - DEBUG - sendMsg: sent: 54 +2024-12-13 02:01:32,368 - DEBUG - Requested market data for GOOGL with ReqId: 1003 +2024-12-13 02:01:32,368 - INFO - REQUEST reqMktData {'reqId': 1004, 'contract': 139881771409360: 0,AMZN,STK,,,0,,,SMART,,USD,,,False,,,,combo:, 'genericTickList': '', 'snapshot': False, 'regulatorySnapshot': False, 'mktDataOptions': []} +2024-12-13 02:01:32,368 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,368 - INFO - SENDING reqMktData b'\x00\x00\x0011\x0011\x001004\x000\x00AMZN\x00STK\x00\x000.0\x00\x00\x00SMART\x00\x00USD\x00\x00\x000\x00\x000\x000\x00\x00' +2024-12-13 02:01:32,368 - DEBUG - acquiring lock +2024-12-13 02:01:32,368 - DEBUG - acquired lock +2024-12-13 02:01:32,368 - DEBUG - releasing lock +2024-12-13 02:01:32,368 - DEBUG - release lock +2024-12-13 02:01:32,368 - DEBUG - sendMsg: sent: 53 +2024-12-13 02:01:32,368 - DEBUG - Requested market data for AMZN with ReqId: 1004 +2024-12-13 02:01:32,368 - INFO - REQUEST reqMktData {'reqId': 1005, 'contract': 139881771409552: 0,TSLA,STK,,,0,,,SMART,,USD,,,False,,,,combo:, 'genericTickList': '', 'snapshot': False, 'regulatorySnapshot': False, 'mktDataOptions': []} +2024-12-13 02:01:32,368 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,368 - INFO - SENDING reqMktData b'\x00\x00\x0011\x0011\x001005\x000\x00TSLA\x00STK\x00\x000.0\x00\x00\x00SMART\x00\x00USD\x00\x00\x000\x00\x000\x000\x00\x00' +2024-12-13 02:01:32,368 - DEBUG - acquiring lock +2024-12-13 02:01:32,368 - DEBUG - acquired lock +2024-12-13 02:01:32,368 - DEBUG - releasing lock +2024-12-13 02:01:32,368 - DEBUG - release lock +2024-12-13 02:01:32,368 - DEBUG - sendMsg: sent: 53 +2024-12-13 02:01:32,368 - DEBUG - Requested market data for TSLA with ReqId: 1005 +2024-12-13 02:01:32,368 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,368 - DEBUG - conn:1 queue.sz:3 +2024-12-13 02:01:32,368 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,368 - DEBUG - fields (b'4', b'2', b'-1', b'2104', b'Market data farm connection is OK:usfarm', b'') +2024-12-13 02:01:32,368 - DEBUG - decode b'2' +2024-12-13 02:01:32,368 - DEBUG - decode b'-1' +2024-12-13 02:01:32,368 - DEBUG - decode b'2104' +2024-12-13 02:01:32,368 - DEBUG - decode b'Market data farm connection is OK:usfarm' +2024-12-13 02:01:32,369 - DEBUG - decode b'' +2024-12-13 02:01:32,369 - ERROR - Error. ReqId: -1, Code: 2104, Msg: Market data farm connection is OK:usfarm, Advanced Order Reject JSON: +2024-12-13 02:01:32,369 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,369 - DEBUG - conn:1 queue.sz:2 +2024-12-13 02:01:32,369 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,369 - DEBUG - fields (b'4', b'2', b'-1', b'2107', b'HMDS data farm connection is inactive but should be available upon demand.ushmds', b'') +2024-12-13 02:01:32,369 - DEBUG - decode b'2' +2024-12-13 02:01:32,369 - DEBUG - decode b'-1' +2024-12-13 02:01:32,369 - DEBUG - decode b'2107' +2024-12-13 02:01:32,369 - DEBUG - decode b'HMDS data farm connection is inactive but should be available upon demand.ushmds' +2024-12-13 02:01:32,369 - DEBUG - decode b'' +2024-12-13 02:01:32,369 - ERROR - Error. ReqId: -1, Code: 2107, Msg: HMDS data farm connection is inactive but should be available upon demand.ushmds, Advanced Order Reject JSON: +2024-12-13 02:01:32,369 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,369 - DEBUG - conn:1 queue.sz:1 +2024-12-13 02:01:32,369 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,369 - DEBUG - fields (b'4', b'2', b'-1', b'2158', b'Sec-def data farm connection is OK:secdefnj', b'') +2024-12-13 02:01:32,369 - DEBUG - decode b'2' +2024-12-13 02:01:32,369 - DEBUG - decode b'-1' +2024-12-13 02:01:32,369 - DEBUG - decode b'2158' +2024-12-13 02:01:32,369 - DEBUG - decode b'Sec-def data farm connection is OK:secdefnj' +2024-12-13 02:01:32,369 - DEBUG - decode b'' +2024-12-13 02:01:32,369 - ERROR - Error. ReqId: -1, Code: 2158, Msg: Sec-def data farm connection is OK:secdefnj, Advanced Order Reject JSON: +2024-12-13 02:01:32,369 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,369 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:32,369 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,433 - DEBUG - len 203 raw:b"\x00\x00\x00\xc74\x002\x001001\x0010089\x00Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.AAPL NASDAQ.NMS/TOP/ALL\x00\x00"| +2024-12-13 02:01:32,433 - DEBUG - reader loop, recvd size 203 +2024-12-13 02:01:32,433 - DEBUG - read_msg: size: 199 +2024-12-13 02:01:32,433 - DEBUG - size:199 msg.size:199 msg:|b''| buf:|| +2024-12-13 02:01:32,434 - DEBUG - fields (b'4', b'2', b'1001', b'10089', b"Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.AAPL NASDAQ.NMS/TOP/ALL", b'') +2024-12-13 02:01:32,434 - DEBUG - decode b'2' +2024-12-13 02:01:32,434 - DEBUG - decode b'1001' +2024-12-13 02:01:32,434 - DEBUG - decode b'10089' +2024-12-13 02:01:32,434 - DEBUG - decode b"Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.AAPL NASDAQ.NMS/TOP/ALL" +2024-12-13 02:01:32,434 - DEBUG - decode b'' +2024-12-13 02:01:32,434 - ERROR - Error. ReqId: 1001, Code: 10089, Msg: Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.AAPL NASDAQ.NMS/TOP/ALL, Advanced Order Reject JSON: +2024-12-13 02:01:32,434 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,434 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:32,434 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,634 - DEBUG - queue.get: empty +2024-12-13 02:01:32,634 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,634 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:32,634 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,685 - DEBUG - len 203 raw:b"\x00\x00\x00\xc74\x002\x001002\x0010089\x00Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.MSFT NASDAQ.NMS/TOP/ALL\x00\x00"| +2024-12-13 02:01:32,685 - DEBUG - reader loop, recvd size 203 +2024-12-13 02:01:32,685 - DEBUG - read_msg: size: 199 +2024-12-13 02:01:32,685 - DEBUG - size:199 msg.size:199 msg:|b''| buf:|| +2024-12-13 02:01:32,685 - DEBUG - fields (b'4', b'2', b'1002', b'10089', b"Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.MSFT NASDAQ.NMS/TOP/ALL", b'') +2024-12-13 02:01:32,685 - DEBUG - decode b'2' +2024-12-13 02:01:32,685 - DEBUG - decode b'1002' +2024-12-13 02:01:32,685 - DEBUG - decode b'10089' +2024-12-13 02:01:32,685 - DEBUG - decode b"Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.MSFT NASDAQ.NMS/TOP/ALL" +2024-12-13 02:01:32,685 - DEBUG - decode b'' +2024-12-13 02:01:32,685 - ERROR - Error. ReqId: 1002, Code: 10089, Msg: Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.MSFT NASDAQ.NMS/TOP/ALL, Advanced Order Reject JSON: +2024-12-13 02:01:32,685 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,685 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:32,685 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,710 - DEBUG - len 204 raw:b"\x00\x00\x00\xc84\x002\x001003\x0010089\x00Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.GOOGL NASDAQ.NMS/TOP/ALL\x00\x00"| +2024-12-13 02:01:32,710 - DEBUG - reader loop, recvd size 204 +2024-12-13 02:01:32,710 - DEBUG - read_msg: size: 200 +2024-12-13 02:01:32,710 - DEBUG - size:200 msg.size:200 msg:|b''| buf:|| +2024-12-13 02:01:32,710 - DEBUG - fields (b'4', b'2', b'1003', b'10089', b"Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.GOOGL NASDAQ.NMS/TOP/ALL", b'') +2024-12-13 02:01:32,710 - DEBUG - decode b'2' +2024-12-13 02:01:32,710 - DEBUG - decode b'1003' +2024-12-13 02:01:32,710 - DEBUG - decode b'10089' +2024-12-13 02:01:32,710 - DEBUG - decode b"Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.GOOGL NASDAQ.NMS/TOP/ALL" +2024-12-13 02:01:32,710 - DEBUG - decode b'' +2024-12-13 02:01:32,710 - ERROR - Error. ReqId: 1003, Code: 10089, Msg: Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.GOOGL NASDAQ.NMS/TOP/ALL, Advanced Order Reject JSON: +2024-12-13 02:01:32,710 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,710 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:32,710 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,711 - DEBUG - len 203 raw:b"\x00\x00\x00\xc74\x002\x001004\x0010089\x00Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.AMZN NASDAQ.NMS/TOP/ALL\x00\x00"| +2024-12-13 02:01:32,711 - DEBUG - reader loop, recvd size 203 +2024-12-13 02:01:32,711 - DEBUG - read_msg: size: 199 +2024-12-13 02:01:32,711 - DEBUG - size:199 msg.size:199 msg:|b''| buf:|| +2024-12-13 02:01:32,711 - DEBUG - fields (b'4', b'2', b'1004', b'10089', b"Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.AMZN NASDAQ.NMS/TOP/ALL", b'') +2024-12-13 02:01:32,712 - DEBUG - decode b'2' +2024-12-13 02:01:32,712 - DEBUG - decode b'1004' +2024-12-13 02:01:32,712 - DEBUG - decode b'10089' +2024-12-13 02:01:32,712 - DEBUG - decode b"Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.AMZN NASDAQ.NMS/TOP/ALL" +2024-12-13 02:01:32,712 - DEBUG - decode b'' +2024-12-13 02:01:32,712 - ERROR - Error. ReqId: 1004, Code: 10089, Msg: Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.AMZN NASDAQ.NMS/TOP/ALL, Advanced Order Reject JSON: +2024-12-13 02:01:32,712 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,712 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:32,712 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,912 - DEBUG - queue.get: empty +2024-12-13 02:01:32,912 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,912 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:32,912 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,934 - DEBUG - len 203 raw:b"\x00\x00\x00\xc74\x002\x001005\x0010089\x00Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.TSLA NASDAQ.NMS/TOP/ALL\x00\x00"| +2024-12-13 02:01:32,934 - DEBUG - reader loop, recvd size 203 +2024-12-13 02:01:32,934 - DEBUG - read_msg: size: 199 +2024-12-13 02:01:32,934 - DEBUG - size:199 msg.size:199 msg:|b''| buf:|| +2024-12-13 02:01:32,934 - DEBUG - fields (b'4', b'2', b'1005', b'10089', b"Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.TSLA NASDAQ.NMS/TOP/ALL", b'') +2024-12-13 02:01:32,934 - DEBUG - decode b'2' +2024-12-13 02:01:32,934 - DEBUG - decode b'1005' +2024-12-13 02:01:32,934 - DEBUG - decode b'10089' +2024-12-13 02:01:32,934 - DEBUG - decode b"Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.TSLA NASDAQ.NMS/TOP/ALL" +2024-12-13 02:01:32,934 - DEBUG - decode b'' +2024-12-13 02:01:32,934 - ERROR - Error. ReqId: 1005, Code: 10089, Msg: Requested market data requires additional subscription for API. See link in 'Market Data Connections' dialog for more details.Delayed market data is available.TSLA NASDAQ.NMS/TOP/ALL, Advanced Order Reject JSON: +2024-12-13 02:01:32,935 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:32,935 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:32,935 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:33,135 - DEBUG - queue.get: empty +2024-12-13 02:01:33,135 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:33,135 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:33,135 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:33,335 - DEBUG - queue.get: empty +2024-12-13 02:01:33,335 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:33,335 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:33,335 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:33,536 - DEBUG - queue.get: empty +2024-12-13 02:01:33,536 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:33,536 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:33,536 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:33,736 - DEBUG - queue.get: empty +2024-12-13 02:01:33,736 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:33,736 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:33,736 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:33,935 - DEBUG - socket timeout from recvMsg (, TimeoutError('timed out'), ) +2024-12-13 02:01:33,935 - DEBUG - reader loop, recvd size 0 +2024-12-13 02:01:33,936 - DEBUG - queue.get: empty +2024-12-13 02:01:33,936 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:33,936 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:33,936 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:34,137 - DEBUG - queue.get: empty +2024-12-13 02:01:34,137 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:34,137 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:34,137 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:34,337 - DEBUG - queue.get: empty +2024-12-13 02:01:34,337 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:34,337 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:34,337 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:34,537 - DEBUG - queue.get: empty +2024-12-13 02:01:34,538 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:34,538 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:34,538 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:34,738 - DEBUG - queue.get: empty +2024-12-13 02:01:34,738 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:34,738 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:34,738 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:34,937 - DEBUG - socket timeout from recvMsg (, TimeoutError('timed out'), ) +2024-12-13 02:01:34,937 - DEBUG - reader loop, recvd size 0 +2024-12-13 02:01:34,938 - DEBUG - queue.get: empty +2024-12-13 02:01:34,938 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:34,938 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:34,938 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:35,139 - DEBUG - queue.get: empty +2024-12-13 02:01:35,139 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:35,139 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:35,139 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:35,339 - DEBUG - queue.get: empty +2024-12-13 02:01:35,339 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:35,339 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:35,339 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:35,539 - DEBUG - queue.get: empty +2024-12-13 02:01:35,539 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:35,539 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:35,539 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:35,740 - DEBUG - queue.get: empty +2024-12-13 02:01:35,740 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:35,740 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:35,740 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:35,938 - DEBUG - socket timeout from recvMsg (, TimeoutError('timed out'), ) +2024-12-13 02:01:35,938 - DEBUG - reader loop, recvd size 0 +2024-12-13 02:01:35,940 - DEBUG - queue.get: empty +2024-12-13 02:01:35,940 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:35,940 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:35,940 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:36,141 - DEBUG - queue.get: empty +2024-12-13 02:01:36,141 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:36,141 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:36,141 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:36,341 - DEBUG - queue.get: empty +2024-12-13 02:01:36,341 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:36,341 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:36,341 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:36,541 - DEBUG - queue.get: empty +2024-12-13 02:01:36,541 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:36,541 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:36,541 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:36,742 - DEBUG - queue.get: empty +2024-12-13 02:01:36,742 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:36,742 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:36,742 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:36,939 - DEBUG - socket timeout from recvMsg (, TimeoutError('timed out'), ) +2024-12-13 02:01:36,939 - DEBUG - reader loop, recvd size 0 +2024-12-13 02:01:36,942 - DEBUG - queue.get: empty +2024-12-13 02:01:36,942 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:36,942 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:36,942 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:37,143 - DEBUG - queue.get: empty +2024-12-13 02:01:37,143 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:37,143 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:37,143 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:37,343 - DEBUG - queue.get: empty +2024-12-13 02:01:37,343 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:37,343 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:37,343 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:37,543 - DEBUG - queue.get: empty +2024-12-13 02:01:37,543 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:37,543 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:37,543 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:37,744 - DEBUG - queue.get: empty +2024-12-13 02:01:37,744 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:37,744 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:37,744 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:37,941 - DEBUG - socket timeout from recvMsg (, TimeoutError('timed out'), ) +2024-12-13 02:01:37,941 - DEBUG - reader loop, recvd size 0 +2024-12-13 02:01:37,944 - DEBUG - queue.get: empty +2024-12-13 02:01:37,944 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:37,944 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:37,944 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:38,144 - DEBUG - queue.get: empty +2024-12-13 02:01:38,144 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:38,144 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:38,145 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:38,345 - DEBUG - queue.get: empty +2024-12-13 02:01:38,345 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:38,345 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:38,345 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:38,545 - DEBUG - queue.get: empty +2024-12-13 02:01:38,545 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:38,545 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:38,545 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:38,746 - DEBUG - queue.get: empty +2024-12-13 02:01:38,746 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:38,746 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:38,746 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:38,942 - DEBUG - socket timeout from recvMsg (, TimeoutError('timed out'), ) +2024-12-13 02:01:38,942 - DEBUG - reader loop, recvd size 0 +2024-12-13 02:01:38,946 - DEBUG - queue.get: empty +2024-12-13 02:01:38,946 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:38,946 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:38,946 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:39,146 - DEBUG - queue.get: empty +2024-12-13 02:01:39,146 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:39,146 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:39,146 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:39,346 - DEBUG - queue.get: empty +2024-12-13 02:01:39,347 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:39,347 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:39,347 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:39,547 - DEBUG - queue.get: empty +2024-12-13 02:01:39,547 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:39,547 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:39,547 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:39,747 - DEBUG - queue.get: empty +2024-12-13 02:01:39,747 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:39,747 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:39,747 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:39,942 - DEBUG - socket timeout from recvMsg (, TimeoutError('timed out'), ) +2024-12-13 02:01:39,942 - DEBUG - reader loop, recvd size 0 +2024-12-13 02:01:39,948 - DEBUG - queue.get: empty +2024-12-13 02:01:39,948 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:39,948 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:39,948 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:40,148 - DEBUG - queue.get: empty +2024-12-13 02:01:40,148 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:40,148 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:40,148 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:40,348 - DEBUG - queue.get: empty +2024-12-13 02:01:40,348 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:40,348 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:40,348 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:40,549 - DEBUG - queue.get: empty +2024-12-13 02:01:40,549 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:40,549 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:40,549 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:40,749 - DEBUG - queue.get: empty +2024-12-13 02:01:40,749 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:40,749 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:40,749 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:40,943 - DEBUG - socket timeout from recvMsg (, TimeoutError('timed out'), ) +2024-12-13 02:01:40,943 - DEBUG - reader loop, recvd size 0 +2024-12-13 02:01:40,949 - DEBUG - queue.get: empty +2024-12-13 02:01:40,949 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:40,949 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:40,949 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:41,150 - DEBUG - queue.get: empty +2024-12-13 02:01:41,150 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:41,150 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:41,150 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:41,350 - DEBUG - queue.get: empty +2024-12-13 02:01:41,350 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:41,350 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:41,350 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:41,550 - DEBUG - queue.get: empty +2024-12-13 02:01:41,550 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:41,550 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:41,550 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:41,751 - DEBUG - queue.get: empty +2024-12-13 02:01:41,751 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:41,751 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:41,751 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:41,945 - DEBUG - socket timeout from recvMsg (, TimeoutError('timed out'), ) +2024-12-13 02:01:41,945 - DEBUG - reader loop, recvd size 0 +2024-12-13 02:01:41,951 - DEBUG - queue.get: empty +2024-12-13 02:01:41,951 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:41,951 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:41,951 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:42,152 - DEBUG - queue.get: empty +2024-12-13 02:01:42,152 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:42,152 - DEBUG - conn:1 queue.sz:0 +2024-12-13 02:01:42,152 - DEBUG - 139881771299920 isConn: 2, connConnected: True +2024-12-13 02:01:42,322 - WARNING - Timeout while waiting for market data. +2024-12-13 02:01:42,322 - DEBUG - 139881771299920 connState: 2 -> 0 +2024-12-13 02:01:42,322 - INFO - disconnecting +2024-12-13 02:01:42,322 - DEBUG - disconnecting +2024-12-13 02:01:42,322 - DEBUG - disconnected +2024-12-13 02:01:42,322 - INFO - Connection to IB Gateway closed. +2024-12-13 02:01:42,323 - DEBUG - 139881771299920 connState: None -> 0 +2024-12-13 02:01:42,352 - DEBUG - queue.get: empty +2024-12-13 02:01:42,352 - DEBUG - 139881771299920 isConn: 0, connConnected: None +2024-12-13 02:01:42,352 - DEBUG - conn:0 queue.sz:0 +2024-12-13 02:01:42,352 - DEBUG - 139881771299920 isConn: 0, connConnected: None +2024-12-13 02:01:42,352 - DEBUG - 139881771299920 connState: 0 -> 0 +2024-12-13 02:01:42,946 - DEBUG - socket broken, disconnecting +2024-12-13 02:01:42,946 - DEBUG - reader loop, recvd size 0 +2024-12-13 02:01:42,946 - DEBUG - EReader thread finished +2024-12-13 02:01:44,323 - INFO - TestStockRetriever completed. diff --git a/src/MidasV1/tests/test_stock_retriever.py b/src/MidasV1/tests/test_stock_retriever.py new file mode 100644 index 0000000..41cddde --- /dev/null +++ b/src/MidasV1/tests/test_stock_retriever.py @@ -0,0 +1,238 @@ +# test_stock_retriever.py + +""" +======================================================================== +# README +# +# Program: test_stock_retriever.py +# +# Description: +# This script serves as a testing tool for the MidasV1 Trading Bot. +# It connects to the Interactive Brokers (IB) Gateway, retrieves real-time +# market data for a predefined list of stock symbols, and applies internal +# criteria to filter the stocks based on share price and trading volume. +# +# Features: +# - Connects to IB Gateway on a specified host and port. +# - Requests market data (last price and volume) for a list of stock symbols. +# - Applies filtering criteria to identify stocks that meet minimum share price +# and trading volume requirements. +# - Provides colored console outputs for better readability and user feedback. +# - Handles graceful shutdown on interrupt signals and error conditions. +# - Implements robust error handling to manage API connection issues and data retrieval problems. +# +# Usage: +# Run the script from the command line: +# python test_stock_retriever.py +# +# The script will attempt to connect to IB Gateway, request market data, and display +# the list of stocks that meet the specified criteria. If no stocks meet the criteria, +# it will notify the user accordingly. +# +# Enhancements: +# - Added colored outputs using ANSI escape codes (green for pass, red for fail). +# - Implemented signal handling for graceful exits on interrupts. +# - Enhanced error handling for various API and connection errors. +# - Improved logging for detailed traceability. +# +# Coded by: kleinpanic 2024 +======================================================================== +""" + +import logging +import threading +import time +import signal +import sys + +from ibapi.client import EClient +from ibapi.wrapper import EWrapper +from ibapi.contract import Contract +from ibapi.ticktype import TickTypeEnum + +# ANSI color codes for enhanced console outputs +GREEN = "\033[92m" +RED = "\033[91m" +YELLOW = "\033[93m" +BLUE = "\033[94m" +MAGENTA = "\033[95m" +RESET = "\033[0m" + +# Configure logging +logging.basicConfig( + filename='test_stock_retriever.log', + filemode='w', + level=logging.DEBUG, + format='%(asctime)s - %(levelname)s - %(message)s' +) + +class TestStockRetriever(EWrapper, EClient): + def __init__(self, symbols, criteria): + EClient.__init__(self, self) + self.symbols = symbols + self.criteria = criteria + self.stock_data = {} + self.data_event = threading.Event() + self.logger = logging.getLogger('MidasV1.TestStockRetriever') + + def error(self, reqId, errorCode, errorString, advancedOrderRejectJson=""): + logging.error(f"Error. ReqId: {reqId}, Code: {errorCode}, Msg: {errorString}, Advanced Order Reject JSON: {advancedOrderRejectJson}") + print(f"{RED}Error. ReqId: {reqId}, Code: {errorCode}, Msg: {errorString}, Advanced Order Reject JSON: {advancedOrderRejectJson}{RESET}") + + def tickPrice(self, reqId, tickType, price, attrib): + # We are interested in LAST price + if tickType == TickTypeEnum.LAST: + symbol = self.symbols.get(reqId, None) + if symbol: + self.stock_data.setdefault(symbol, {})['last_price'] = price + logging.debug(f"TickPrice. ReqId: {reqId}, Symbol: {symbol}, Last Price: {price}") + # Check if both last_price and volume are received + if 'volume' in self.stock_data[symbol]: + self.data_event.set() + print(f"{GREEN}Received last price for {symbol}: ${price}{RESET}") + + def tickSize(self, reqId, tickType, size): + # We are interested in VOLUME + if tickType == TickTypeEnum.VOLUME: + symbol = self.symbols.get(reqId, None) + if symbol: + self.stock_data.setdefault(symbol, {})['volume'] = size + logging.debug(f"TickSize. ReqId: {reqId}, Symbol: {symbol}, Volume: {size}") + # Check if both last_price and volume are received + if 'last_price' in self.stock_data[symbol]: + self.data_event.set() + print(f"{GREEN}Received volume for {symbol}: {size}{RESET}") + + def tickString(self, reqId, tickType, value): + # Optionally handle other tick types + pass + + def tickGeneric(self, reqId, tickType, value): + # Optionally handle other tick types + pass + + def nextValidId(self, orderId): + # Start requesting market data once the next valid order ID is received + logging.info(f"NextValidId received: {orderId}") + self.request_market_data() + + def request_market_data(self): + logging.info("Requesting market data for symbols...") + print(f"{BLUE}Requesting market data for symbols...{RESET}") + for reqId, symbol in self.symbols.items(): + contract = self.create_contract(symbol) + self.reqMktData(reqId, contract, "", False, False, []) + logging.debug(f"Requested market data for {symbol} with ReqId: {reqId}") + print(f"{BLUE}Requested market data for {symbol} with ReqId: {reqId}{RESET}") + + def create_contract(self, symbol): + contract = Contract() + contract.symbol = symbol + contract.secType = "STK" + contract.exchange = "SMART" + contract.currency = "USD" + return contract + + def marketDataType(self, reqId, marketDataType): + # Optionally handle different market data types + logging.debug(f"MarketDataType. ReqId: {reqId}, Type: {marketDataType}") + + def connectionClosed(self): + logging.info("Connection to IB Gateway closed.") + print(f"{YELLOW}Connection to IB Gateway closed.{RESET}") + + def run_retriever(self): + # Start the socket in a thread + api_thread = threading.Thread(target=self.run, daemon=True) + api_thread.start() + + # Wait for data to be collected or timeout after 10 seconds + if self.data_event.wait(timeout=10): + logging.info("Market data retrieved successfully.") + print(f"{GREEN}Market data retrieved successfully.{RESET}") + else: + logging.warning("Timeout while waiting for market data.") + print(f"{RED}Timeout while waiting for market data.{RESET}") + + # Disconnect after data retrieval + self.disconnect() + + def stop(self): + self.disconnect() + +def signal_handler(sig, frame, app): + """ + Handles incoming signals for graceful shutdown. + + Args: + sig (int): Signal number. + frame: Current stack frame. + app (TestStockRetriever): The running application instance. + """ + logger = logging.getLogger('MidasV1.TestStockRetriever') + logger.error("Interrupt received. Shutting down gracefully...") + print(f"{RED}Interrupt received. Shutting down gracefully...{RESET}") + app.disconnect() + sys.exit(0) + +def main(): + # Define a list of stock symbols to retrieve data for + symbols_to_test = ['AAPL', 'MSFT', 'GOOGL', 'AMZN', 'TSLA'] + + # Assign a unique ReqId to each symbol + symbols = {1001 + idx: symbol for idx, symbol in enumerate(symbols_to_test)} + + # Define internal criteria for filtering stocks + criteria = { + 'min_share_price': 50.0, # Minimum share price in USD + 'min_volume': 1000000 # Minimum trading volume + } + + # Instantiate the TestStockRetriever + app = TestStockRetriever(symbols, criteria) + + # Register the signal handler for graceful shutdown + signal.signal(signal.SIGINT, lambda sig, frame: signal_handler(sig, frame, app)) + signal.signal(signal.SIGTERM, lambda sig, frame: signal_handler(sig, frame, app)) + + # Connect to IB Gateway or TWS + # Update the port and clientId based on your setup + app.connect("127.0.0.1", 4002, clientId=1) # Use 4002 for IB Gateway Simulated Trading + + # Start the data retrieval process + app.run_retriever() + + # Allow some time for data to be processed + time.sleep(2) + + # Apply criteria to filter stocks + filtered_stocks = [] + for symbol, data in app.stock_data.items(): + last_price = data.get('last_price', 0) + volume = data.get('volume', 0) + if last_price >= criteria['min_share_price'] and volume >= criteria['min_volume']: + filtered_stocks.append({ + 'symbol': symbol, + 'last_price': last_price, + 'volume': volume + }) + logging.info(f"Stock {symbol} meets criteria: Price=${last_price}, Volume={volume}") + else: + logging.info(f"Stock {symbol} does not meet criteria: Price=${last_price}, Volume={volume}") + + # Display the filtered stocks + if filtered_stocks: + print(f"{GREEN}\nStocks meeting the criteria:{RESET}") + print("-----------------------------") + for stock in filtered_stocks: + print(f"Symbol: {stock['symbol']}, Last Price: ${stock['last_price']:.2f}, Volume: {stock['volume']}") + print("-----------------------------\n") + else: + print(f"{RED}\nNo stocks met the specified criteria.\n{RESET}") + + # Log the end of the test + logging.info("TestStockRetriever completed.") + +if __name__ == "__main__": + main() + diff --git a/src/WebScraper/README.md b/src/WebScraper/README.md new file mode 100644 index 0000000..e69de29 diff --git a/src/WebScraper/assets/oil_key_words.txt b/src/WebScraper/assets/oil_key_words.txt new file mode 100644 index 0000000..109fbe1 --- /dev/null +++ b/src/WebScraper/assets/oil_key_words.txt @@ -0,0 +1,16 @@ +oil 5 +profit 4 +price 3 +gas 4 +energy 5 +production 3 +demand 2 +supply 2 +barrel 3 +economy 4 +investment 3 +revenue 4 +loss 2 +rise 5 +decline 1 + diff --git a/src/WebScraper/data/oil_news.json b/src/WebScraper/data/oil_news.json new file mode 100644 index 0000000..34cac0b --- /dev/null +++ b/src/WebScraper/data/oil_news.json @@ -0,0 +1,2471 @@ +[ + { + "headline": "Hess Beats Q3 Earnings Estimates On Robust Guyana Output", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Hess-Beats-Q3-Earnings-Estimates-On-Robust-Guyana-Output.html", + "date": "Oct 30, 2024 at 13:13", + "author": "Alex Kimani", + "excerpt": "Leading U.S. shale operator, Hess Corp. (NYSE:HES), has posted yet another impressive earnings report, with its stake in prolific Guyana helping…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "U.S. Governors Demand Power Price Overhaul As Costs Balloon 10 Fold", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Governors-Demand-Power-Price-Overhaul-As-Costs-Balloon-10-Fold.html", + "date": "Oct 30, 2024 at 12:10", + "author": "Julianne Geiger", + "excerpt": "Five U.S. governors have demanded PJM Interconnection, the largest power grid operator in the U.S., revise its pricing system after its recent capacity auction delivered a staggering increase in power…", + "keywords": [ + [ + "price", + 3 + ], + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Russias-Gazprom-Boosts-2024-Investments-to-169-Billion.html", + "date": "Oct 30, 2024 at 10:44", + "author": "Charles Kennedy", + "excerpt": "Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the Russian gas giant said…", + "keywords": [ + [ + "investment", + 3 + ], + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Investment Giants Form $50-Billion AI and Power Partnership", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Investment-Giants-Form-50-Billion-AI-and-Power-Partnership.html", + "date": "Oct 30, 2024 at 09:20", + "author": "Charles Kennedy", + "excerpt": "Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a $50 billion strategic partnership to invest in data centers and power generation to support the…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "investment", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Vietnamese-EV-Maker-Gets-1-Billion-in-Funding-Led-by-UAE.html", + "date": "Oct 30, 2024 at 08:55", + "author": "Charles Kennedy", + "excerpt": "Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s leading driver training and road…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "The West Needs Incentives to Cut Russian Nuclear Fuel Dependence", + "link": "https://oilprice.com/Latest-Energy-News/World-News/The-West-Needs-Incentives-to-Cut-Russian-Nuclear-Fuel-Dependence.html", + "date": "Oct 30, 2024 at 08:03", + "author": "Tsvetana Paraskova", + "excerpt": "The Western countries will need additional incentives and sanctions on Russia to reduce their dependence on the Russian supply of nuclear fuel, according to French company Orano, one of the…", + "keywords": [ + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Gazprom Unit Sues Industrial Gases Giant Linde for $884 Million", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Gazprom-Unit-Sues-Industrial-Gases-Giant-Linde-for-884-Million.html", + "date": "Oct 30, 2024 at 07:33", + "author": "Tsvetana Paraskova", + "excerpt": "A unit of Russian gas giant Gazprom is suing Linde, the world’s largest industrial gases company, in an $884 million (85.7 billion Russian rubles) claim over Linde’s withdrawal from a…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Chinese Oil Major to Explore Iraqi Field", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chinese-Oil-Major-to-Explore-Iraqi-Field.html", + "date": "Oct 30, 2024 at 06:09", + "author": "Charles Kennedy", + "excerpt": "China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today.\nThe deposit, Block 7, will be managed by a fully owned…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Oil Prices Remain Subdued on the Prospect of an Israel-Lebanon Ceasefire", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-Remain-Subdued-on-Prospect-of-Israel-Lebanon-Ceasefire.html", + "date": "Oct 30, 2024 at 04:55", + "author": "Irina Slav", + "excerpt": "Crude oil prices remained subdued after falling to the lowest in a month earlier in the week, as Israel indicated it was ready to negotiate an end to the hostilities…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Ukraine and Russia Discuss Halting Attacks on Energy Sites", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Ukraine-and-Russia-Discuss-Halting-Attacks-on-Energy-Sites.html", + "date": "Oct 30, 2024 at 04:05", + "author": "Tsvetana Paraskova", + "excerpt": "Russia and Ukraine are in the very early stages of Qatar-mediated talks about halting attacks on each other’s energy facilities and infrastructure, the Financial Times reports, citing sources with…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Lukoil’s Trading Arm Looks to Revive U.S. Business", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Lukoils-Trading-Arm-Looks-to-Revive-US-Business.html", + "date": "Oct 30, 2024 at 03:08", + "author": "Tsvetana Paraskova", + "excerpt": "Litasco, the international oil trading and shipping firm owned by Russian oil company Lukoil, is looking to rebuild its business in the Americas by arranging credit lines and distancing itself…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Unexpected Crude, Product Draws Send Oil Prices Up", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Unexpected-Crude-Product-Draws-Send-Oil-Prices-Up.html", + "date": "Oct 29, 2024 at 15:51", + "author": "Julianne Geiger", + "excerpt": "Crude oil inventories in the United fell by 573,000 barrels for the week ending October 25, according to The American Petroleum Institute (API). Analysts had expected a build of 2.3…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "U.S. To Buy 3 Million Barrels for The SPR, But There’s A Problem", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-To-Buy-3-Million-Barrels-for-The-SPR-But-Theres-A-Problem.html", + "date": "Oct 29, 2024 at 13:56", + "author": "Alex Kimani", + "excerpt": "The U.S. Department of Energy (DoE) is seeking to purchase 3 million barrels of crude oil for the Strategic Petroleum Reserve (SPR), the latest in a string of…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "As Oil Job Losses Mount, Steelworkers Union Looks to Clean Energy", + "link": "https://oilprice.com/Latest-Energy-News/World-News/As-Oil-Job-Losses-Mount-Steelworkers-Union-Looks-to-Clean-Energy.html", + "date": "Oct 29, 2024 at 13:05", + "author": "Alex Kimani", + "excerpt": "The United Steelworkers union is counting on renewable energy projects to offset job losses at oil refining and petrochemical plants, a union official has told…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "TotalEnergies to Produce More Gas Condensate Offshore Denmark", + "link": "https://oilprice.com/Latest-Energy-News/World-News/TotalEnergies-to-Produce-More-Gas-Condensate-Offshore-Denmark.html", + "date": "Oct 29, 2024 at 10:59", + "author": "Charles Kennedy", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as expected, due to weak…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Phillips 66 Beats Analyst Estimates Despite Earnings Dip in Q3", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Phillips-66-Beats-Analyst-Estimates-Despite-Earnings-Dip-in-Q3.html", + "date": "Oct 29, 2024 at 09:52", + "author": "Charles Kennedy", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as expected, due to weak…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "UK Offshore Oil Platform Halted Due to Gas Compressor Issue", + "link": "https://oilprice.com/Latest-Energy-News/World-News/UK-Offshore-Oil-Platform-Halted-Due-to-Gas-Compressor-Issue.html", + "date": "Oct 29, 2024 at 09:12", + "author": "Charles Kennedy", + "excerpt": "Production via the Triton Floating Production Storage & Offloading (FPSO) vessel in the UK North Sea has been halted due to a problem with the single gas compressor in operation,…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Nigeria Discusses Crude and Fuel Supply with Africa’s Top Refinery", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Nigeria-Discusses-Crude-and-Fuel-Supply-with-Africas-Top-Refinery.html", + "date": "Oct 29, 2024 at 07:56", + "author": "Tsvetana Paraskova", + "excerpt": "Aliko Dangote, Africa’s richest person and the owner of the continent’s newest and biggest refinery, is discussing crude supply to the refinery and fuel supply to Nigeria with Nigeria’s President…", + "keywords": [ + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Austria’s OMV Profit Slumps on Weak Oil Trading and Refining", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Austrias-OMV-Profit-Slumps-on-Weak-Oil-Trading-and-Refining.html", + "date": "Oct 29, 2024 at 07:06", + "author": "Tsvetana Paraskova", + "excerpt": "Austrian energy company OMV reported a lower-than-expected net profit for the third quarter as stronger chemicals sales and margins could not fully offset weaker oil prices, refining margins, and trading.…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "profit", + 4 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "BP Earnings Top Forecasts Despite Weaker Oil Prices and Refining", + "link": "https://oilprice.com/Latest-Energy-News/World-News/BP-Earnings-Top-Forecasts-Despite-Weaker-Oil-Prices-and-Refining.html", + "date": "Oct 29, 2024 at 06:03", + "author": "Tsvetana Paraskova", + "excerpt": "BP (NYSE: BP) booked third-quarter earnings above analyst expectations, although the profit was lower from a year earlier and the second quarter amid weaker oil prices and low refining…", + "keywords": [ + [ + "profit", + 4 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "China Plans to Export 12.4% Less Fuel in November", + "link": "https://oilprice.com/Latest-Energy-News/World-News/China-Plans-to-Export-124-Less-Fuel-in-November.html", + "date": "Oct 29, 2024 at 05:09", + "author": "Irina Slav", + "excerpt": "China plans to export 12.4% less refined petroleum products in November compared to this month, Chinese media report, citing a survey by OilChem.\nTotal fuel exports are planned at…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "QatarEnergy Partners With TotalEnergy on Iraq Solar Project", + "link": "https://oilprice.com/Latest-Energy-News/World-News/QatarEnergy-Partners-With-TotalEnergy-on-Iraq-Solar-Project.html", + "date": "Oct 29, 2024 at 04:32", + "author": "Irina Slav", + "excerpt": "QatarEnergy will partner with French TotalEnergy on a solar power project in Iraq, part of a larger energy project planned by the supermajor. The two will have equal shares in…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Mexico Sends Oil Cargo to Energy-Strapped Cuba", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Mexico-Sends-Oil-Cargo-to-Energy-Strapped-Cuba.html", + "date": "Oct 29, 2024 at 03:01", + "author": "Irina Slav", + "excerpt": "A cargo of 400,000 barrels of crude has departed from Mexico en route to Cuba, which is reeling from fuel shortages and blackouts.\nReuters reported that the cargo departed…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oil Continues Downward Slide Shedding Over 6%", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Continues-Downward-Slide-Shedding-Over-6.html", + "date": "Oct 28, 2024 at 13:53", + "author": "Alex Kimani", + "excerpt": "Oil markets have continued the downward spiral, with oil prices falling dramatically after Israel launched limited attacks on Iran. Supreme Leader Ayatollah Ali Khamenei helped cool tensions on…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "European Gas Futures Retreat from 2024 Highs", + "link": "https://oilprice.com/Latest-Energy-News/World-News/European-Gas-Futures-Retreat-from-2024-Highs.html", + "date": "Oct 28, 2024 at 12:45", + "author": "Michael Kern", + "excerpt": "Europe’s benchmark natural gas prices slumped on Monday from their 2024 high from last week as Israel’s retaliation for the Iranian missile strike was limited in scope and…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "UAE’s Renewable Energy Giant Pushes Back Green Hydrogen Targets", + "link": "https://oilprice.com/Latest-Energy-News/World-News/UAEs-Renewable-Energy-Giant-Pushes-Back-Green-Hydrogen-Targets.html", + "date": "Oct 28, 2024 at 09:54", + "author": "Charles Kennedy", + "excerpt": "Masdar, the clean energy giant of the United Arab Emirates (UAE), has pushed back its target to reach 1 million tons per year of green hydrogen capacity beyond 2030, the…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Profit at India’s Top Refiner Slumps by 99% Due to Weak Margins", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Profit-at-Indias-Top-Refiner-Slumps-by-99-Due-to-Weak-Margins.html", + "date": "Oct 28, 2024 at 08:26", + "author": "Charles Kennedy", + "excerpt": "IndianOil, the biggest refiner in India, reported on Monday a net profit tumbling by 98.6% in the quarter to September from a year ago amid low Indian fuel demand…", + "keywords": [ + [ + "profit", + 4 + ], + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oman’s Oil Exploration Firm Plunges After Record $2-Billion IPO", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Omans-Oil-Exploration-Firm-Plunges-After-Record-2-Billion-IPO.html", + "date": "Oct 28, 2024 at 07:30", + "author": "Tsvetana Paraskova", + "excerpt": "After a record $2-billion initial public offering, OQ Exploration and Production Company (OQEP), Oman’s wholly-state-owned upstream oil and gas operator, fell by more than 8% at its market debut…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "China’s Oil Giant CNOOC Books Record Q3 Profit as Production Jumps", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chinas-Oil-Giant-CNOOC-Books-Record-Q3-Profit-as-Production-Jumps.html", + "date": "Oct 28, 2024 at 06:48", + "author": "Tsvetana Paraskova", + "excerpt": "Despite lower international oil prices, Chinese state-held oil and gas giant CNOOC reported on Monday its highest-ever profit for the third quarter, on the back of record oil and…", + "keywords": [ + [ + "profit", + 4 + ], + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "PetroChina Set to Close Its Biggest Refinery in 2025", + "link": "https://oilprice.com/Latest-Energy-News/World-News/PetroChina-Set-to-Close-Its-Biggest-Refinery-in-2025.html", + "date": "Oct 28, 2024 at 05:57", + "author": "Tsvetana Paraskova", + "excerpt": "State oil giant PetroChina plans to shut its largest Chinese refinery in 2025 after years of considering moving the processing to a smaller site, anonymous sources told Reuters on…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "LG Energy Reports 40% Drop in Profits as EV Demand Tanks", + "link": "https://oilprice.com/Latest-Energy-News/World-News/LG-Energy-Reports-40-Drop-in-Profits-as-EV-Demand-Tanks.html", + "date": "Oct 28, 2024 at 05:05", + "author": "Irina Slav", + "excerpt": "South Korean battery major LG Energy Solution has reported a 40% drop in third-quarter profits, resulting from slowing demand for battery cars.\nThe figure that the company reported, at…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oil Prices Tumble as Tensions in the Middle East Cool", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-Tumble-as-Tensions-in-the-Middle-East-Cool.html", + "date": "Oct 28, 2024 at 03:37", + "author": "Irina Slav", + "excerpt": "Crude oil prices began the week with a loss, after Israel’s retaliatory strike against Iran failed to inflict substantial enough damage, according to the Iranian side, thus reducing the risk…", + "keywords": [ + [ + "loss", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oil Majors Return to Libya After a Decade Away", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Majors-Return-to-Libya-After-a-Decade-Away.html", + "date": "Oct 28, 2024 at 02:49", + "author": "Irina Slav", + "excerpt": "BP and Eni have returned to Libya after ten years of avoiding the country amid its civil war.\nPer a statement by the National Oil Corporation of Libya, Italy’s…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "US Shale Gas Production Declines for the First Time Since 2000", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Shale-Gas-Production-Declines-for-the-First-Time-Since-2000.html", + "date": "Oct 25, 2024 at 20:20", + "author": "ZeroHedge", + "excerpt": "U.S. natural gas production from shale and tight formations, which accounts for 79% of dry natural gas production, decreased slightly in the first nine months of 2024 compared with the…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Russia's Arctic LNG 2 Project Put on Ice With No Restart Plans", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Russias-Arctic-LNG-2-Project-Put-on-Ice-With-No-Restart-Plans.html", + "date": "Oct 25, 2024 at 16:16", + "author": "Julianne Geiger", + "excerpt": "Russia's Novatek recently halted operations at its Arctic LNG 2 project, and it has no plans to restart it this winter, according to an anonymous Reuters source familiar with the…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "New Mexico Warns That Green Goals Will Stymie Oil Revenue", + "link": "https://oilprice.com/Latest-Energy-News/World-News/New-Mexico-Warns-That-Green-Goals-Will-Stymie-Oil-Revenue.html", + "date": "Oct 25, 2024 at 12:45", + "author": "Julianne Geiger", + "excerpt": "New Mexico is evaluating new oil and gas drilling restrictions that have the potential to impact production and revenue in the coming years, according to a new study released this…", + "keywords": [ + [ + "revenue", + 4 + ], + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Cepsa: Windfall Tax Would Delay Its $3.3-Billion Hydrogen Plan", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Cepsa-Windfall-Tax-Would-Delay-Its-33-Billion-Hydrogen-Plan.html", + "date": "Oct 25, 2024 at 10:34", + "author": "Charles Kennedy", + "excerpt": "Cepsa, Spain’s second-largest oil company, will delay its $3.25 billion (3 billion euros) investment into domestic green hydrogen projects if Spain makes the windfall tax on energy firms permanent.\nCepsa…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "investment", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "EU and China Continue Talks on EV Tariffs Alternative", + "link": "https://oilprice.com/Latest-Energy-News/World-News/EU-and-China-Continue-Talks-on-EV-Tariffs-Alternative.html", + "date": "Oct 25, 2024 at 08:26", + "author": "Tsvetana Paraskova", + "excerpt": "The European Union and China agreed on Friday to continue discussions on a possible alternative to the EU import tariffs on China-made electric vehicles, a week before the levies are…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Israel Targets Hezbollah's Military, Political, and Economic Power in Lebanon", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Israel-Targets-Hezbollahs-Military-Political-and-Economic-Power-in-Lebanon.html", + "date": "Oct 25, 2024 at 07:12", + "author": "RFE/RL staff", + "excerpt": "Israel's weekslong aerial bombardment and ground invasion of Lebanon has targeted the leadership and military capabilities of Hezbollah.\nNow, Israel has expanded its targets and hit civilian…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Biden Administration Approves Its First Lithium Mining Project", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Biden-Administration-Approves-Its-First-Lithium-Mining-Project.html", + "date": "Oct 25, 2024 at 06:48", + "author": "Tsvetana Paraskova", + "excerpt": "The Biden Administration has granted a final federal permit to a lithium-boron project in Nevada in the first such project approved by the Administration as part of its efforts to…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "The U.S. Is Now More Dependent on Fossil Fuel Power Than China", + "link": "https://oilprice.com/Latest-Energy-News/World-News/The-US-Is-Now-More-Dependent-on-Fossil-Fuel-Power-Than-China.html", + "date": "Oct 25, 2024 at 06:00", + "author": "Tsvetana Paraskova", + "excerpt": "Increased use of natural gas for power generation has made the United States more dependent on fossil fuels for its electricity supply this year than China, the world’s top carbon…", + "keywords": [ + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Eni Accelerates Buybacks as Q3 Profit Beats Forecasts", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Eni-Accelerates-Buybacks-as-Q3-Profit-Beats-Forecasts.html", + "date": "Oct 25, 2024 at 04:44", + "author": "Tsvetana Paraskova", + "excerpt": "Italian energy giant Eni (NYSE: E) is raising its share repurchase program after reporting consensus-beating profits for the third quarter amid higher upstream production and portfolio upgrading.\nEni", + "keywords": [ + [ + "energy", + 5 + ], + [ + "profit", + 4 + ], + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "India’s Oil Demand Set for 4% Rise in Q4", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Indias-Oil-Demand-Set-for-4-Rise-in-Q4.html", + "date": "Oct 25, 2024 at 03:52", + "author": "Irina Slav", + "excerpt": "India’s crude oil demand is about to add 4% during the final quarter of the year amid a festival season that also coincides with increased agricultural activity after the monsoon…", + "keywords": [ + [ + "rise", + 5 + ], + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "UK and Australia to Team Up on Energy Transition Goals", + "link": "https://oilprice.com/Latest-Energy-News/World-News/UK-and-Australia-to-Team-Up-on-Energy-Transition-Goals.html", + "date": "Oct 25, 2024 at 02:11", + "author": "Irina Slav", + "excerpt": "The UK and Australia will work together to pursue their energy transition goals, the prime ministers of the two countries said today.\nPMs Keir Starmer and Anthony Albanese did not…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oil Prices on Course for a Weekly Rise as Traders Refocus on Geopolitical Risk", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-on-Course-for-a-Weekly-Rise-as-Traders-Refocus-on-Geopolitical-Risk.html", + "date": "Oct 25, 2024 at 01:42", + "author": "Irina Slav", + "excerpt": "Crude oil prices were headed for a weekly jump this week fueled by geopolitical concerns as Chinese demand prospects took a back seat for a while.\nDuring the week, Israel…", + "keywords": [ + [ + "rise", + 5 + ], + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Valero Could Be Next To Shutter California Oil Refineries", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Valero-Could-Be-Next-To-Shutter-California-Oil-Refineries.html", + "date": "Oct 24, 2024 at 14:00", + "author": "Julianne Geiger", + "excerpt": "Last week, Phillips 66 said it would shut down its Los Angeles oil refinery by the end of next year. Now, refining peer Valero Energy Corp is suggesting it could…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Mckinsey: Europe's Data Center Power Demand To Triple By 2030", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Mckinsey-Europes-Data-Center-Power-Demand-To-Triple-By-2030.html", + "date": "Oct 24, 2024 at 13:23", + "author": "Alex Kimani", + "excerpt": "Europe's data center power consumption is expected to almost triple by 2030 and will require a surge in electricity—supply mostly from low-carbon sources coupled with grid infrastructure upgrades, McKinsey", + "keywords": [ + [ + "demand", + 2 + ], + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Norway's Oil Giant Sverdrup Set to Peak in 2025", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Norways-Oil-Giant-Sverdrup-Set-to-Peak-in-2025.html", + "date": "Oct 24, 2024 at 11:02", + "author": "Julianne Geiger", + "excerpt": "Norway's largest oilfield, Johan Sverdrup, is expected to come off its production peak by early 2025, according to operator Equinor. The field, a cornerstone of Norway's oil output since it…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Tesla Stock Soars After Q3 Earnings Beat", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Tesla-Stock-Soars-After-Q3-Earnings-Beat.html", + "date": "Oct 24, 2024 at 08:57", + "author": "Charles Kennedy", + "excerpt": "Tesla (NASDAQ: TSLA) saw its shares jump by 20% after hours on Wednesday and another 14% in pre-market trade on Thursday after reporting earnings for the third quarter beating…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Oil Refining Giant Valero Tops Estimates Despite Q3 Profit Plunge", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Refining-Giant-Valero-Tops-Estimates-Despite-Q3-Profit-Plunge.html", + "date": "Oct 24, 2024 at 08:19", + "author": "Charles Kennedy", + "excerpt": "One of the biggest U.S. refiners, Valero Energy (NYSE: VLO), beat Wall Street estimates even as it reported a widely expected plunge in its third-quarter earnings due to slumping…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "profit", + 4 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "India’s Adani Total Gas Books Higher Profit as Natural Gas-Vehicle Use Grows", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Indias-Adani-Total-Gas-Books-Higher-Profit-as-Natural-Gas-Vehicle-Use-Grows.html", + "date": "Oct 24, 2024 at 07:21", + "author": "Tsvetana Paraskova", + "excerpt": "Indian firm Adani Total Gas reported on Thursday a 7.5% increase in its consolidated profit for the quarter ended September 30, as sales of compressed natural gas (CNG) for…", + "keywords": [ + [ + "profit", + 4 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Lower Oil Prices Drag Equinor’s Q3 Earnings Below Estimates", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Lower-Oil-Prices-Drag-Equinors-Q3-Earnings-Below-Estimates.html", + "date": "Oct 24, 2024 at 06:31", + "author": "Tsvetana Paraskova", + "excerpt": "Lower oil prices and production volumes failed to offset rising natural gas prices and output at Equinor (NYSE: EQNR), which reported on Thursday lower-than-expected adjusted operating income, its key…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "China’s Coal Imports Could Decline in 2025", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chinas-Coal-Imports-Could-Decline-in-2025.html", + "date": "Oct 24, 2024 at 06:11", + "author": "Tsvetana Paraskova", + "excerpt": "China’s recent surge in coal production and imports has combined with a weaker economy to create a coal glut, which has prompted Chinese importers to discuss lowering volumes under long-term…", + "keywords": [ + [ + "economy", + 4 + ], + [ + "production", + 3 + ], + [ + "decline", + 1 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Pemex Seeks to Raise Oil and Gas Reserves Under New Mexican President", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Pemex-Seeks-to-Raise-Oil-and-Gas-Reserves-Under-New-Mexican-President.html", + "date": "Oct 24, 2024 at 04:53", + "author": "Tsvetana Paraskova", + "excerpt": "Mexico’s state-controlled oil giant Pemex plans to raise its oil and gas reserves, including via intensified deepwater exploration, under new President Claudia Sheinbaum, Reuters reports, citing an internal company…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Canadian Natural Gas Prices Set to Jump on Launch of LNG Project", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Canadian-Natural-Gas-Prices-Set-to-Jump-on-Launch-of-LNG-Project.html", + "date": "Oct 24, 2024 at 03:21", + "author": "Irina Slav", + "excerpt": "The price of natural gas price in Alberta is set to lose its discount once the LNG Canada project enters into operation, the chief executive of Tourmaline Energy, the country’s…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "price", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Transocean and Seadrill in Merger Talks as Offshore Oil and Gas Rebounds", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Transocean-and-Seadrill-in-Merger-Talks-as-Offshore-Oil-and-Gas-Rebounds.html", + "date": "Oct 24, 2024 at 01:59", + "author": "Irina Slav", + "excerpt": "Transocean and Seadrill are discussing a merger to capitalize on a rebound in offshore oil and gas investment, Bloomberg has reported, citing unnamed sources in the know.\nA deal…", + "keywords": [ + [ + "investment", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "China's Coal Output Continues to Climb as Shanxi Production Hits Record High", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chinas-Coal-Output-Continues-to-Climb-as-Shanxi-Production-Hits-Record-High.html", + "date": "Oct 24, 2024 at 01:40", + "author": "Charles Kennedy", + "excerpt": "Raw coal production in the Chinese province of Shanxi rose to 933.66 million tons over the first nine months of the year, Chinese media have reported, citing provincial authorities.…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Harbour Energy Joins North Sea Oil Exodus Ahead Of Tax Hikes", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Harbour-Energy-Joins-North-Sea-Oil-Exodus-Ahead-Of-Tax-Hikes.html", + "date": "Oct 23, 2024 at 13:40", + "author": "Alex Kimani", + "excerpt": "Top British North Sea producer Harbour Energy (OTCPK:PMOIF) has revealed plans to sell stakes in North Sea oilfields and has revived plans for a U.S. listing,…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Shell Buys US Power Plant for Foothold in New England Market", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Shell-Buys-US-Power-Plant-for-Foothold-in-New-England-Market.html", + "date": "Oct 23, 2024 at 12:31", + "author": "Alex Kimani", + "excerpt": "Shell Energy North America (US), a subsidiary of Shell Plc (NYSE:SHEL), has agreed to acquire a 100% equity stake in RISEC Holdings, LLC, owner…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "NextEra Energy Beats Q3 Profit Estimates, Boosting Shares", + "link": "https://oilprice.com/Latest-Energy-News/World-News/NextEra-Energy-Beats-Q3-Profit-Estimates-Boosting-Shares.html", + "date": "Oct 23, 2024 at 11:31", + "author": "Charles Kennedy", + "excerpt": "Renewable energy power utility NextEra Energy Inc. (NYSE:NEE) has delivered a healthy third quarter earnings report, giving the clean energy utility…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "profit", + 4 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Traders Amass Record Number of Oil Options as Middle East Risks Rise", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Traders-Amass-Record-Number-of-Oil-Options-as-Middle-East-Risks-Rise.html", + "date": "Oct 23, 2024 at 09:42", + "author": "Charles Kennedy", + "excerpt": "Oil traders have been buying a record number of options contracts in Brent Crude this month as risks of a war in the Middle East grow and market participants…", + "keywords": [ + [ + "rise", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Equinor Meets Gas Supply Commitment Despite Platform Shutdown", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Equinor-Meets-Gas-Supply-Commitment-Despite-Platform-Shutdown.html", + "date": "Oct 23, 2024 at 09:19", + "author": "Charles Kennedy", + "excerpt": "Equinor will survey on Wednesday the damage at its offshore Sleipner B natural gas platform, which was shut down earlier this week, but Norway’s energy giant continues to meet its…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "U.S. Refiners Set to Report Slump in Profits on Lower Margins", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Refiners-Set-to-Report-Slump-in-Profits-on-Lower-Margins.html", + "date": "Oct 23, 2024 at 08:13", + "author": "Charles Kennedy", + "excerpt": "America’s refiners are expected to report much lower profits for the third quarter compared to a year earlier, as refining margins have slumped to multi-year lows amid tepid fuel demand…", + "keywords": [ + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Court Dismisses Rosneft's Challenge to Shell’s Sale of German Refinery Stake", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Court-Dismisses-Rosnefts-Challenge-to-Shells-Sale-of-German-Refinery-Stake.html", + "date": "Oct 23, 2024 at 06:57", + "author": "Tsvetana Paraskova", + "excerpt": "A regional German court has dismissed a challenge by Rosneft against the planned sale of Shell’s stake in one of the largest German refineries, in which both companies hold interests.…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "India to Consider Scrapping Windfall Tax on Crude Oil", + "link": "https://oilprice.com/Latest-Energy-News/World-News/India-to-Consider-Scrapping-Windfall-Tax-on-Crude-Oil.html", + "date": "Oct 23, 2024 at 04:53", + "author": "Tsvetana Paraskova", + "excerpt": "India’s Finance Ministry will consider a proposal to ditch the windfall tax on domestic crude oil production, amid much lower prices compared to when the levy was introduced in 2022,…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Saudi Economy Set for Strongest Growth in Years Amid OPEC+ Supply Boost", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Saudi-Economy-Set-for-Strongest-Growth-in-Years-Amid-OPEC-Supply-Boost.html", + "date": "Oct 23, 2024 at 03:35", + "author": "Tsvetana Paraskova", + "excerpt": "Saudi Arabia’s economy is set to grow by 4.4% next year, accelerating to the highest in three years from 1.3% growth expected for 2024, as OPEC+ is set to begin…", + "keywords": [ + [ + "economy", + 4 + ], + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Germany Approves $20.5 Billion Hydrogen Push", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Germany-Approves-205-Billion-Hydrogen-Push.html", + "date": "Oct 23, 2024 at 02:08", + "author": "Irina Slav", + "excerpt": "Germany’s government has approved plans for the development of a hydrogen network that would cost 19 billion euros, equivalent to $20.5 billion.\nThe plan would include converting natural gas pipelines…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Baker Hughes Beats Analyst Expectations in Q3", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Baker-Hughes-Beats-Analyst-Expectations-in-Q3.html", + "date": "Oct 23, 2024 at 01:41", + "author": "Irina Slav", + "excerpt": "Baker Hughes reported higher than expected profits for the third quarter of the year on the back of its strong international operations, the company said late on Tuesday.\nThe…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Oil Steady Despite Crude Inventory Build", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Steady-Despite-Crude-Inventory-Build.html", + "date": "Oct 22, 2024 at 16:28", + "author": "Julianne Geiger", + "excerpt": "Crude oil inventories in the United rose by 1.643 million barrels for the week ending October 18, according to The American Petroleum Institute (API). Analysts had expected a build of…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "U.S. Tightens Grip on Russia's LNG Exports", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Tightens-Grip-on-Russias-LNG-Exports.html", + "date": "Oct 22, 2024 at 15:12", + "author": "Julianne Geiger", + "excerpt": "The U.S. is stepping up efforts to curb Russia's LNG exports as part of its broader strategy to cut off funds supporting Moscow's war in Ukraine. According to Geoffrey Pyatt,…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Russia’s Crude Oil Exports Hit Four-Month High", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Russias-Crude-Oil-Exports-Hit-Four-Month-High.html", + "date": "Oct 22, 2024 at 11:33", + "author": "Charles Kennedy", + "excerpt": "Russian crude oil exports by sea continue to rise as heavy domestic refinery maintenance leaves more crude available for export.\nRussia exported on average 3.47 million barrels per day (bpd)…", + "keywords": [ + [ + "rise", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oil Gains as China Lifts Crude Import Quota", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Gains-as-China-Lifts-Crude-Import-Quota.html", + "date": "Oct 22, 2024 at 10:28", + "author": "Julianne Geiger", + "excerpt": "Oil prices are on the rise, with West Texas Intermediate (WTI) at $71.78 per barrel and Brent crude at $75.53 on Tuesday morning. Both key benchmarks gained more than 1.5%…", + "keywords": [ + [ + "rise", + 5 + ], + [ + "barrel", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "EU Imports of China’s EVs Surge Ahead of Tariffs", + "link": "https://oilprice.com/Latest-Energy-News/World-News/EU-Imports-of-Chinas-EVs-Surge-Ahead-of-Tariffs.html", + "date": "Oct 22, 2024 at 09:20", + "author": "Charles Kennedy", + "excerpt": "China shipped in September the second-highest number of electric vehicles to the European Union on record, as the EU prepares to slap hefty import tariffs on Chinese EVs due to…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "China Raises Crude Import Quota for Private Refiners", + "link": "https://oilprice.com/Latest-Energy-News/World-News/China-Raises-Crude-Import-Quota-for-Private-Refiners.html", + "date": "Oct 22, 2024 at 08:43", + "author": "Tsvetana Paraskova", + "excerpt": "China has raised by 6% the total import quota for private importers for next year, to about 5.14 million barrels per day (bpd), the commerce ministry of the world’s top…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "EU’s Reliance on Russian LNG Is Growing", + "link": "https://oilprice.com/Latest-Energy-News/World-News/EUs-Reliance-on-Russian-LNG-Is-Growing.html", + "date": "Oct 22, 2024 at 07:43", + "author": "Tsvetana Paraskova", + "excerpt": "Russian LNG accounted for 20% of the EU’s liquefied natural gas imports in the first nine months of 2024, compared to 14% for the same period last year, amid markedly…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "U.S. Monitors Shadow Fleet Oil Transfers in Southeast Asia", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Monitors-Shadow-Fleet-Oil-Transfers-in-Southeast-Asia.html", + "date": "Oct 22, 2024 at 05:40", + "author": "Tsvetana Paraskova", + "excerpt": "The United States is monitoring ship-to-ship transfers involving tankers from shadow fleets in Southeast Asia, which pose safety and environmental hazards, Geoffrey Pyatt, U.S. Assistant Secretary for Energy Resources, told…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Court Decision Averts Shutdown of U.S. Oil and Gas in the Gulf of Mexico", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Court-Decision-Averts-Shutdown-of-US-Oil-and-Gas-in-the-Gulf-of-Mexico.html", + "date": "Oct 22, 2024 at 04:59", + "author": "Tsvetana Paraskova", + "excerpt": "A federal judge has given the National Marine Fisheries Service five more months to complete a new biological opinion on protecting species in the U.S. Gulf of Mexico, averting what…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "IEA Urges Southeast Asia to Spend More on Energy Transition", + "link": "https://oilprice.com/Latest-Energy-News/World-News/IEA-Urges-Southeast-Asia-to-Spend-More-on-Energy-Transition.html", + "date": "Oct 22, 2024 at 03:09", + "author": "Irina Slav", + "excerpt": "Southeast Asia needs to significantly increase its investments in the energy transition, boosting the amount fivefold, the International Energy Agency has said.\nIn a new report titled “Southeast Asia’s…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "LNG Capacity Growth Suffers Delays", + "link": "https://oilprice.com/Latest-Energy-News/World-News/LNG-Capacity-Growth-Suffers-Delays.html", + "date": "Oct 22, 2024 at 01:59", + "author": "Irina Slav", + "excerpt": "The new crop of liquefied natural gas projects that were set to come online next year will be two years late in coming due to project delays, the head of…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Petronas to Sell Stake in Its Renewable Energy Subsidiary", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Petronas-to-Sell-Stake-in-Its-Renewable-Energy-Subsidiary.html", + "date": "Oct 22, 2024 at 01:33", + "author": "Irina Slav", + "excerpt": "Malaysia’s Petronas is reportedly looking for buyers of a minority stake in its alternative energy subsidiary Gentari Sdn to help expand the business.\nThe value of the deal could be…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oil Prices Gain 2% After China Boosts Stimulus Measures", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-Gain-2-After-China-Boosts-Stimulus-Measures.html", + "date": "Oct 21, 2024 at 14:01", + "author": "Alex Kimani", + "excerpt": "Oil markets have kicked off the new week on a strong footing with oil prices climbing after Chinese banks adopted extra stimulus measures…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "EU Set To Launch Critical Minerals Joint Buying Platform", + "link": "https://oilprice.com/Latest-Energy-News/World-News/EU-Set-To-Launch-Critical-Minerals-Joint-Buying-Platform.html", + "date": "Oct 21, 2024 at 12:36", + "author": "Alex Kimani", + "excerpt": "The European Union has kicked off the process of choosing between eight bidders that supply its 9-million-euro joint purchasing platform for critical minerals and energy, Reuters", + "keywords": [ + [ + "energy", + 5 + ], + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Javier Blas: Demand Not As Weak As Prices, but Oil Oversupply Coming", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Javier-Blas-Demand-Not-As-Weak-As-Prices-but-Oil-Oversupply-Coming.html", + "date": "Oct 21, 2024 at 10:59", + "author": "Charles Kennedy", + "excerpt": "Bloomberg Opinion columnist Javier Blas has predicted that oil markets will be oversupplied in 2025 thanks to unwinding OPEC production cuts as well…", + "keywords": [ + [ + "production", + 3 + ], + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "From Wealth to Windows: Russian Oil Executives Meet a Grim Fate", + "link": "https://oilprice.com/Latest-Energy-News/World-News/From-Wealth-to-Windows-Russian-Oil-Executives-Meet-a-Grim-Fate.html", + "date": "Oct 21, 2024 at 10:33", + "author": "Julianne Geiger", + "excerpt": "Mikhail Rogachev, a prominent figure in Russia's oil industry and former vice president of the now-defunct Yukos, has become the latest in a string of mysterious deaths among Russian energy…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "EU Hits 95% Full Natural Gas Storage Ahead of Winter", + "link": "https://oilprice.com/Latest-Energy-News/World-News/EU-Hits-95-Full-Natural-Gas-Storage-Ahead-of-Winter.html", + "date": "Oct 21, 2024 at 09:36", + "author": "Charles Kennedy", + "excerpt": "The EU’s natural gas storage is already at 95% full, data from Gas Infrastructure Europe show, after the bloc reached in August its target to have 90% full storage…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Indonesia Looks to Revive Its Oil and Gas Industry", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Indonesia-Looks-to-Revive-Its-Oil-and-Gas-Industry.html", + "date": "Oct 21, 2024 at 08:53", + "author": "Charles Kennedy", + "excerpt": "Indonesia plans to cut red tape to encourage oil and gas exploration as it looks to revive its domestic oil and gas industry and boost energy security, the new government…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Energy Major Repsol Halts Green Hydrogen Projects in Spain", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Energy-Major-Repsol-Halts-Green-Hydrogen-Projects-in-Spain.html", + "date": "Oct 21, 2024 at 08:43", + "author": "Tsvetana Paraskova", + "excerpt": "Spanish energy giant Repsol has decided to pause green hydrogen development projects in its home country, citing an unfavorable regulatory regime with the idea of a permanent windfall tax on…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Qatar Faces Rising Competition in Asia From Flexible LNG Suppliers", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Qatar-Faces-Rising-Competition-in-Asia-From-Flexible-LNG-Suppliers.html", + "date": "Oct 21, 2024 at 07:19", + "author": "Tsvetana Paraskova", + "excerpt": "Shorter-term and more flexible LNG contracts offered by sellers from the United States, the United Arab Emirates (UAE), and Oman are challenging Qatar’s dominance in liquefied natural gas supply to…", + "keywords": [ + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "IEA Warns of “Very Weak” Global Oil Demand", + "link": "https://oilprice.com/Latest-Energy-News/World-News/IEA-Warns-of-Very-Weak-Global-Oil-Demand.html", + "date": "Oct 21, 2024 at 06:43", + "author": "Tsvetana Paraskova", + "excerpt": "Weaker-than-expected oil consumption in China and rising electric vehicle sales will continue to weigh on the world’s oil demand growth going forward, according to the head of the International Energy…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "The UAE’s Renewable Energy Giant Plans Massive Global Expansion", + "link": "https://oilprice.com/Latest-Energy-News/World-News/The-UAEs-Renewable-Energy-Giant-Plans-Massive-Global-Expansion.html", + "date": "Oct 21, 2024 at 05:01", + "author": "Tsvetana Paraskova", + "excerpt": "Masdar, the renewables energy giant of the United Arab Emirates (UAE), wants to become one of the world’s biggest renewable companies targeting 100 gigawatts (GW) of solar and wind assets…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "India’s Solar Panel Import Bill Could Hit $30 Billion", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Indias-Solar-Panel-Import-Bill-Could-Hit-30-Billion.html", + "date": "Oct 21, 2024 at 03:27", + "author": "Irina Slav", + "excerpt": "India could end up paying $30 billion annually for imported solar panels if it is to hit its 2030 capacity target of 500 GW in wind and solar.\nThe forecast…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Cuba Reels From Blackouts", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Cuba-Reels-From-Blackouts.html", + "date": "Oct 21, 2024 at 02:12", + "author": "Charles Kennedy", + "excerpt": "Cuba was hit by another blackout just a couple of days after power was partially restored following a failure at a power plant that plunged the country into darkness on…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Aramco CEO Calls for Energy Transition Reset in Developing World", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Aramco-CEO-Calls-for-Energy-Transition-Reset-in-Developing-World.html", + "date": "Oct 21, 2024 at 00:57", + "author": "Irina Slav", + "excerpt": "Saudi Aramco’s chief executive Amin Nasser has called for what he dubbed a reset in the transition plans for developing countries, citing strong projected growth in oil demand for the…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Iran Readies New Oil Outlet To Bypass the Strait of Hormuz", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Iran-Readies-New-Oil-Outlet-To-Bypass-the-Strait-of-Hormuz.html", + "date": "Oct 18, 2024 at 13:08", + "author": "Julianne Geiger", + "excerpt": "Iran is closer to finding a way to circumvent the crucial Strait of Hormuz when it comes to oil exports. The Jask oil terminal,  officially opened a few years ago,…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "India Positions Itself for a Huge Petrochemical Boom", + "link": "https://oilprice.com/Latest-Energy-News/World-News/India-Positions-Itself-for-a-Huge-Petrochemical-Boom.html", + "date": "Oct 18, 2024 at 10:25", + "author": "Julianne Geiger", + "excerpt": "India is positioning itself for a petrochemical boom, with $87 billion expected over the next decade to meet surging demand. As more of its citizens rise into the middle class,…", + "keywords": [ + [ + "rise", + 5 + ], + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Russia Appears to Use Dubai-Based Firm to Expand Shadow LNG Fleet", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Russia-Appears-to-Use-Dubai-Based-Firm-to-Expand-Shadow-LNG-Fleet.html", + "date": "Oct 18, 2024 at 10:20", + "author": "Charles Kennedy", + "excerpt": "Russia appears to be trying to evade Western sanctions on its LNG tanker fleet by transferring ownership of vessels to a newly-created firm based in a free trade zone in…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "India’s State Firm HPCL Set to Launch LNG Import Terminal", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Indias-State-Firm-HPCL-Set-to-Launch-LNG-Import-Terminal.html", + "date": "Oct 18, 2024 at 10:17", + "author": "Charles Kennedy", + "excerpt": "Indian state-owned Hindustan Petroleum Corporation Limited (HPCL) aims to commission its new LNG import terminal, India’s sixth, in December and January, and is holding talks with potential suppliers of LNG…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "BP Considers Selling Small Stake in Its Offshore Wind Business", + "link": "https://oilprice.com/Latest-Energy-News/World-News/BP-Considers-Selling-Small-Stake-in-Its-Offshore-Wind-Business.html", + "date": "Oct 18, 2024 at 08:11", + "author": "Michael Kern", + "excerpt": "BP is considering a potential sale of a minority stake in its offshore wind business in a move to reduce spending on project developments in the sector, anonymous…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "China’s Coal Production Surged in September", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chinas-Coal-Production-Surged-in-September.html", + "date": "Oct 18, 2024 at 08:08", + "author": "Irina Slav", + "excerpt": "Coal production in China rose by 4.4% in the year last month to a total 414.46 million tons, government data showed.\nThe production rate also rose…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "TotalEnergies to Overhaul Largest European Refinery in 2025", + "link": "https://oilprice.com/Latest-Energy-News/World-News/TotalEnergies-to-Overhaul-Largest-European-Refinery-in-2025.html", + "date": "Oct 18, 2024 at 07:33", + "author": "Tsvetana Paraskova", + "excerpt": "TotalEnergies will do extensive turnaround work at its largest integrated refinery complex in Europe in the second half of 2025, sources familiar with the plans told", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Oilfield Services Giant SLB Reports Strong Q3 Results", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oilfield-Services-Giant-SLB-Reports-Strong-Q3-Results.html", + "date": "Oct 18, 2024 at 07:03", + "author": "Tsvetana Paraskova", + "excerpt": "The world’s biggest oilfield services provider, SLB (NYSE: SLB), expects to exceed its commitment of returns to shareholders this year as its third-quarter…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "UAE Oil Sector Poised for 7.8% Growth in 2025", + "link": "https://oilprice.com/Latest-Energy-News/World-News/UAE-Oil-Sector-Poised-for-78-Growth-in-2025.html", + "date": "Oct 18, 2024 at 05:43", + "author": "Tsvetana Paraskova", + "excerpt": "The oil sector in the United Arab Emirates (UAE) is set to rebound with strong growth of 7.8% next year, as OPEC+ will begin unwinding its oil production…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "China's Crude Oil Refining Hits Three-Month Low", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chinas-Crude-Oil-Refining-Hits-Three-Month-Low.html", + "date": "Oct 18, 2024 at 04:01", + "author": "Irina Slav", + "excerpt": "Crude oil refining in China fell to the lowest in three months in September as more refineries closed for regular seasonal maintenance. Even so, oil prices will likely…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Pemex Budget Cuts Threaten Oil Production", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Pemex-Budget-Cuts-Threaten-Oil-Production.html", + "date": "Oct 17, 2024 at 13:45", + "author": "Julianne Geiger", + "excerpt": "Mexico’s state-owned oil giant, Pemex, is facing a significant reduction in its upstream budget for the fourth quarter. According to internal documents, the company plans to cut spending by 20%,…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Libya’s Oil Ministry Denies Rumors NOC Head is Resigning", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Libyas-Oil-Ministry-Denies-Rumors-NOC-Head-is-Resigning.html", + "date": "Oct 17, 2024 at 11:23", + "author": "Charles Kennedy", + "excerpt": "Libya media reports have published a denial from the Oil Ministry on Thursday following rumors circulating on various localized social media platforms that National Oil Company head Farhat…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "UK Targets Russia’s Shadow Fleet With New Oil Tanker Sanctions", + "link": "https://oilprice.com/Latest-Energy-News/World-News/UK-Targets-Russias-Shadow-Fleet-with-New-Sanctions-on-Oil-Tankers.html", + "date": "Oct 17, 2024 at 09:21", + "author": "Charles Kennedy", + "excerpt": "The UK on Thursday imposed the largest round of sanctions to date against Russia’s shadow fleet, designating additional 18 oil tankers and four LNG tankers as it seeks to…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Snam CEO Claims Europe Is Vulnerable to Natural Gas Supply Shocks", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Snam-CEO-Claims-Europe-Is-Vulnerable-to-Natural-Gas-Supply-Shocks.html", + "date": "Oct 17, 2024 at 08:43", + "author": "Charles Kennedy", + "excerpt": "Europe remains vulnerable to possible shocks in natural gas supply as its exposure to LNG trading and supply has grown, Stefano Venier, CEO of one of Europe’s biggest gas grid…", + "keywords": [ + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Mexico Moves to Amend Constitution to Favor State Power Firm", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Mexico-Moves-to-Amend-Constitution-to-Favor-State-Power-Firm.html", + "date": "Oct 17, 2024 at 07:27", + "author": "Tsvetana Paraskova", + "excerpt": "Mexico’s Senate approved amendments in the constitution that give preference to state electricity firm CFE over other companies in dispatching electricity to the system.\nThe constitutional amendment was passed…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Europe’s Renewable Power Prices Drop", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Europes-Renewable-Power-Prices-Drop.html", + "date": "Oct 17, 2024 at 07:07", + "author": "Tsvetana Paraskova", + "excerpt": "Moderating inflation and reduced market volatility compared to 2022 and 2023 resulted in lower prices for renewable electricity in power purchase agreements across Europe.\nDuring the third quarter of 2024,…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Oman’s Oil Exploration Firm Raises $2 Billion in Record Domestic IPO", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Omans-Oil-Exploration-Firm-Raises-2-Billion-in-Record-Domestic-IPO.html", + "date": "Oct 17, 2024 at 04:42", + "author": "Tsvetana Paraskova", + "excerpt": "OQ Exploration and Production Company (OQEP), Oman’s wholly-state-owned upstream oil and gas operator, has raised $2.03 billion from its IPO which was the largest ever for the Gulf oil nation…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Kinder Morgan Cuts 2024 Earnings Guidance on Lower Oil Prices", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Kinder-Morgan-Cuts-2024-Earnings-Guidance-on-Lower-Oil-Prices.html", + "date": "Oct 17, 2024 at 03:50", + "author": "Tsvetana Paraskova", + "excerpt": "U.S. pipeline operator Kinder Morgan (NYSE: KMI) has revised down its earnings guidance for this year amid a decline in oil prices and oil product volumes.\nThe company", + "keywords": [ + [ + "decline", + 1 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Barclays Pushes UK Government to Prioritize the Energy Transition", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Barclays-Pushes-UK-Government-to-Prioritize-the-Energy-Transition.html", + "date": "Oct 17, 2024 at 02:09", + "author": "City A.M", + "excerpt": "Barclays has urged the UK government to prioritise three core actions to accelerate its transition and green finance efforts.\nAs part of a report released alongside the Transition…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Supreme Court Sides With White House on New Power Plant Emission Rules", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Supreme-Court-Sides-With-White-House-on-New-Power-Plant-Emission-Rules.html", + "date": "Oct 17, 2024 at 01:52", + "author": "Irina Slav", + "excerpt": "The Supreme Court has rejected a challenge to the new emission reduction rule that the Environmental Protection Agency greenlit earlier this year.\nThe rule requires that both existing and future…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Phillips 66 to Close L.A. Refinery", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Phillips-66-to-Close-LA-Refinery.html", + "date": "Oct 17, 2024 at 01:18", + "author": "Irina Slav", + "excerpt": "Refiner Phillips 66 said it would shut down a refinery in the vicinity of Los Angeles by the end of next year on what the AP called market concerns…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Oil Jumps After API Reports Draws in Crude and Fuel Inventories", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Jumps-After-API-Reports-Draws-in-Crude-and-Fuel-Inventories.html", + "date": "Oct 16, 2024 at 15:59", + "author": "Julianne Geiger", + "excerpt": "Crude oil inventories in the United fell by 1.58 million barrels for the week ending October 11, according to The American Petroleum Institute (API). Analysts had expected a build of…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "DoE Unleashes $900M in Funding for Small Nuclear Reactors", + "link": "https://oilprice.com/Latest-Energy-News/World-News/DoE-Unleashes-900M-in-Funding-for-Small-Nuclear-Reactors.html", + "date": "Oct 16, 2024 at 13:06", + "author": "Alex Kimani", + "excerpt": "The U.S. Department of Energy has opened applications for up to $900 million in funding to support the development of small modular reactors…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "U.S. Shale Patch M&A Declines In Q3 To $12B", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Shale-Patch-MA-Declines-In-Q3-To-12B.html", + "date": "Oct 16, 2024 at 11:33", + "author": "Alex Kimani", + "excerpt": "The U.S. shale patch recorded $12 billion worth of mergers in the quarter ended  Sept. 30, the lowest total in six quarters, Enverus Intelligence Research", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Nigeria Fuel Truck Explosion Kills More Than 140", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Nigeria-Fuel-Truck-Explosion-Kills-More-Than-140.html", + "date": "Oct 16, 2024 at 10:55", + "author": "Alex Kimani", + "excerpt": "A deadly fuel tanker truck explosion in Nigeria left more than 140 people dead and dozens more injured Tuesday night after the fuel truck crashed and exploded. According…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "South Sudan and Sudan Discuss Restart of Oil Exports", + "link": "https://oilprice.com/Latest-Energy-News/World-News/South-Sudan-and-Sudan-Discuss-Restart-of-Oil-Exports.html", + "date": "Oct 16, 2024 at 09:44", + "author": "Charles Kennedy", + "excerpt": "Senior officials from South Sudan and Sudan discussed in Sudan on Wednesday the expected resumption of oil exports from South Sudan, following months of shut-in crude flows from South…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Europe’s Natural Gas Prices Seesaw as Supply Comes Into Focus", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Europes-Natural-Gas-Prices-Seesaw-as-Supply-Comes-Into-Focus.html", + "date": "Oct 16, 2024 at 08:12", + "author": "Charles Kennedy", + "excerpt": "Europe’s benchmark natural gas prices seesawed in Wednesday morning trade in Amsterdam as concerns about supply amid heightened tensions in the Middle East are being offset by rising LNG imports…", + "keywords": [ + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "India’s Imports of Russian Crude Oil Continue to Climb", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Indias-Imports-of-Russian-Crude-Oil-Continue-to-Climb.html", + "date": "Oct 16, 2024 at 07:47", + "author": "Tsvetana Paraskova", + "excerpt": "India continues to boost imports of Russian crude oil as Russia continues to be the single largest crude supplier to the world’s third-biggest oil importer.\nIndian imports of Russian crude…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Iran Believes an Israeli Attack on Its Nuclear Sites Remains Improbable", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Iran-Believes-an-Israeli-Attack-on-Its-Nuclear-Sites-Remains-Improbable.html", + "date": "Oct 16, 2024 at 06:49", + "author": "Tsvetana Paraskova", + "excerpt": "An attack on Iran’s nuclear sites remains improbable, Behrouz Kamalvandi, spokesperson for the Iranian atomic energy agency, told Iran’s semi-official Nournews agency on Wednesday.\nAny attack on Iranian nuclear sites…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "UK Power Firm Burnt Wood From Environmentally Sensitive Areas in Canada", + "link": "https://oilprice.com/Latest-Energy-News/World-News/UK-Power-Firm-Burnt-Wood-From-Environmentally-Sensitive-Areas-in-Canada.html", + "date": "Oct 16, 2024 at 05:42", + "author": "Tsvetana Paraskova", + "excerpt": "UK power group Drax has found that wood burnt at its biomass power station in the UK is “highly likely” to have come from environmentally sensitive areas of old forests…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "IEA Doubles Down on Its Forecast of Peak Oil and Gas Demand by 2030", + "link": "https://oilprice.com/Latest-Energy-News/World-News/IEA-Doubles-Down-on-Its-Forecast-of-Peak-Oil-and-Gas-Demand-by-2030.html", + "date": "Oct 16, 2024 at 04:48", + "author": "Tsvetana Paraskova", + "excerpt": "Demand for oil, natural gas, and coal is set to peak by the end of the decade, the International Energy Agency (IEA) said on Wednesday, reaffirming its forecast from last…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Fire at Venezuela Oil Terminal Injures 21", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Fire-at-Venezuela-Oil-Terminal-Injures-21.html", + "date": "Oct 16, 2024 at 03:03", + "author": "Charles Kennedy", + "excerpt": "A fire at an oil tank in Venezuela has left 21 people injured, including firefighters, terminal workers, and local residents, Reuters reported.\nThe fire broke out on Tuesday after…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Sinopec Boasts Output Growth at Shale Field", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Sinopec-Boasts-Output-Growth-at-Shale-Field.html", + "date": "Oct 16, 2024 at 02:59", + "author": "Charles Kennedy", + "excerpt": "China’s Sinopec has boosted oil production at a shale field from 100 tons per day in 2021 to 1,600 tons per day this year, the company said, as quoted…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oil Prices Begin to Climb as Traders Refocus on the Middle East", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-Begin-to-Climb-as-Traders-Refocus-on-the-Middle-East.html", + "date": "Oct 16, 2024 at 01:36", + "author": "Irina Slav", + "excerpt": "After losing virtually all gains made last week on Tuesday, oil prices started Wednesday’s trade with hesitant gains as traders refocused on the situation in the Middle East.\nThe slump…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "New Pipeline Offers Some Relief For Permian Producers", + "link": "https://oilprice.com/Latest-Energy-News/World-News/New-Pipeline-Offers-Some-Relief-For-Permian-Producers.html", + "date": "Oct 15, 2024 at 15:03", + "author": "AEGIS", + "excerpt": "Article via Aegis Hedging\nPermian gas prices received relief when a new pipeline came online in late September, but future maintenance will again reduce egress.\nWaha basis improved…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "US Oil Producers Rush to Hedge", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Oil-Producers-Rush-to-Hedge.html", + "date": "Oct 15, 2024 at 14:56", + "author": "Julianne Geiger", + "excerpt": "US oil producers have taken advantage of the recent surge in crude prices, locking in future sales to safeguard their revenue. Rising tensions between Iran and Israel sent US crude…", + "keywords": [ + [ + "revenue", + 4 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Japan's TEPCO Looks to Make Hydrogen with Geothermal Power", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Japans-TEPCO-Looks-to-Make-Hydrogen-with-Geothermal-Power.html", + "date": "Oct 15, 2024 at 14:17", + "author": "Julianne Geiger", + "excerpt": "Tokyo Electric Power Co. Holdings (TEPCO) is making strides in the renewable energy sector by planning to produce hydrogen using geothermal power in Indonesia. In a partnership with Indonesian state-run…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Rosatom Eyes Massive Expansion by 2045", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Rosatom-Eyes-Massive-Expansion-by-2045.html", + "date": "Oct 15, 2024 at 11:30", + "author": "Julianne Geiger", + "excerpt": "Russia's state nuclear energy corporation, Rosatom, is set to present its long-term strategic development plan in 2025, mapping out its vision through 2045. This announcement came from Rosatom CEO Alexei…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "BMW Says EU Ban on Gasoline Cars from 2035 Is “No Longer Realistic”", + "link": "https://oilprice.com/Latest-Energy-News/World-News/BMW-Says-EU-Ban-on-Gasoline-Cars-from-2035-Is-No-Longer-Realistic.html", + "date": "Oct 15, 2024 at 09:47", + "author": "Charles Kennedy", + "excerpt": "Germany’s car manufacturing giant BMW is warning that an EU ban on the sale of gasoline and diesel cars from 2035 is “no longer realistic” amid slow EV sales as…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "India Plans $109 Billion of Grid Investments to Boost Renewables", + "link": "https://oilprice.com/Latest-Energy-News/World-News/India-Plans-109-Billion-of-Grid-Investments-to-Boost-Renewables.html", + "date": "Oct 15, 2024 at 08:00", + "author": "Charles Kennedy", + "excerpt": "India plans a massive upgrade and expansion of its power transmission system, expecting investment opportunities of $109 billion to support the integration of renewable energy sources and storage solutions, the…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "investment", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Russian Refinery Maintenance Pushes Oil Exports to 3-Month High", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Russian-Refinery-Maintenance-Pushes-Oil-Exports-to-3-Month-High.html", + "date": "Oct 15, 2024 at 07:12", + "author": "Tsvetana Paraskova", + "excerpt": "Russia’s crude oil exports by sea rose to their highest level in three months in the four weeks to October 13, as seasonal refinery maintenance cut domestic crude processing rates,…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "IEA Sees “Sizeable Surplus” in Oil Market as Demand Growth Slows", + "link": "https://oilprice.com/Latest-Energy-News/World-News/IEA-Sees-Sizeable-Surplus-in-Oil-Market-as-Demand-Growth-Slows.html", + "date": "Oct 15, 2024 at 06:57", + "author": "Tsvetana Paraskova", + "excerpt": "The oil market faces a sizeable surplus next year amid ample supply and slowing demand growth, the International Energy Agency (IEA) said on Tuesday as it further lowered its demand…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "demand", + 2 + ], + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "TotalEnergies Warns Low Refining Margins Will Hit Q3 Earnings", + "link": "https://oilprice.com/Latest-Energy-News/World-News/TotalEnergies-Warns-Low-Refining-Margins-Will-Hit-Q3-Earnings.html", + "date": "Oct 15, 2024 at 05:55", + "author": "Tsvetana Paraskova", + "excerpt": "TotalEnergies has become the latest supermajor to flag weak refining margins as the key drivers of expected lower third-quarter results.\nThe downstream earnings of TotalEnergies are expected “to sharply decrease…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Israel Is Weighing U.S. Concerns Before Retaliating to Iranian Attacks", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Israel-Is-Weighing-US-Concerns-Before-Retaliating-to-Iranian-Attacks.html", + "date": "Oct 15, 2024 at 04:56", + "author": "Tsvetana Paraskova", + "excerpt": "Israel is listening to U.S. concerns about a possible retaliatory strike on Iran’s energy infrastructure, but it will make its own decision on how to avenge the Iranian missile attack,…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Petrobras Puts Production Focus on Existing Oil Fields", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Petrobras-Puts-Production-Focus-on-Existing-Oil-Fields.html", + "date": "Oct 15, 2024 at 03:14", + "author": "Irina Slav", + "excerpt": "Brazil’s Petrobras plans to extract every last drop of oil from existing oil fields, Bloomberg has reported, while also searching for fresh deposits to avoid a decline in output…", + "keywords": [ + [ + "production", + 3 + ], + [ + "decline", + 1 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oil Prices Fall as Geopolitical Premium Fizzles", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-Fall-as-Geopolitical-Premium-Fizzles.html", + "date": "Oct 15, 2024 at 02:22", + "author": "Irina Slav", + "excerpt": "Crude oil took a dive today on reports that Israel was willing to not target Iranian oil facilities in its retaliatory strike that had oil traders on edge earlier this…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "China Keeps Building Coal Capacity Abroad Despite Pledge to Stop", + "link": "https://oilprice.com/Latest-Energy-News/World-News/China-Keeps-Building-Coal-Capacity-Abroad-Despite-Pledge-to-Stop.html", + "date": "Oct 15, 2024 at 01:31", + "author": "Irina Slav", + "excerpt": "China is still building coal-fired power plants abroad despite a pledge to stop financing such projects, made back in 2021. The information comes from Finland-based climate nonprofit Centre for Research…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "WTI Sheds Over 2% On Weak Economic Data From China", + "link": "https://oilprice.com/Latest-Energy-News/World-News/WTI-Sheds-Over-2-On-Weak-Economic-Data-From-China.html", + "date": "Oct 14, 2024 at 13:24", + "author": "Charles Kennedy", + "excerpt": "The oil price rally has reversed again thanks to a bearish economic report coming from China. China’s inflation data for September showed that…", + "keywords": [ + [ + "price", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Brazil’s Petrobras Cuts 2025 Capex By $4 Billion", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Brazils-Petrobras-Cuts-2025-Capex-By-4-Billion.html", + "date": "Oct 14, 2024 at 12:57", + "author": "Alex Kimani", + "excerpt": "Brazil’s state-owned oil and gas multinational Petróleo Brasileiro S.A. (NYSE:PBR), aka Petrobras, has lowered capital expenditure (capex) for 2025 to $17…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Nigerian Producer Resumes Production Despite Rampant Oil Theft", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Nigerian-Producer-Resumes-Production-Despite-Rampant-Oil-Theft.html", + "date": "Oct 14, 2024 at 11:21", + "author": "Alex Kimani", + "excerpt": "After three years of shutdown over rampant theft and related damage, Nigerian independent producer Belemaoil Producing has resumed operations at Oil…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "China War Games Near Taiwan Ignite Another Geopolitical Flashpoint", + "link": "https://oilprice.com/Latest-Energy-News/World-News/China-War-Games-Near-Taiwan-Ignite-Another-Geopolitical-Flashpoint.html", + "date": "Oct 14, 2024 at 09:22", + "author": "Charles Kennedy", + "excerpt": "In the latest geopolitical escalation this month, China began military drills in the Taiwan Strait on Monday, dispatching army, navy, air force, and rocket force troops to the democratically-governed Taiwan,…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "OPEC Oil Production Dipped by 600,000 Bpd in September Amid Libyan Blockade", + "link": "https://oilprice.com/Latest-Energy-News/World-News/OPEC-Oil-Production-Dipped-by-600000-Bpd-in-September-Amid-Libyan-Blockade.html", + "date": "Oct 14, 2024 at 08:27", + "author": "Charles Kennedy", + "excerpt": "OPEC’s crude oil production slumped by 604,000 barrels per day (bpd) in September compared to August, as Libya’s output was largely halted amid a political standoff and Iraq moved to…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Big Oil Set to Bid in Algeria’s New Oil and Gas Licensing Round", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Big-Oil-Set-to-Bid-in-Algerias-New-Oil-and-Gas-Licensing-Round.html", + "date": "Oct 14, 2024 at 07:49", + "author": "Charles Kennedy", + "excerpt": "Algeria is set to soon announce a new oil and gas licensing round in which major international firms, including ExxonMobil and Chevron, are expected to take part.\nThe OPEC member’s…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "China’s Coal Imports Jumped to a Record High in September", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chinas-Coal-Imports-Jumped-to-a-Record-High-in-September.html", + "date": "Oct 14, 2024 at 06:50", + "author": "Tsvetana Paraskova", + "excerpt": "Chinese imports of coal surged to a monthly high in September, driven by increased consumption and falling international coal prices.\nChina imported last month a total of 47.59 million metric…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Zelensky Claims North Korea Has Sent Soldiers and Weapons to Russia", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Zelensky-Claims-North-Korea-Has-Sent-Soldiers-and-Weapons-to-Russia.html", + "date": "Oct 14, 2024 at 06:14", + "author": "RFE/RL staff", + "excerpt": "Ukrainian President Volodymyr Zelenskiy claims that North Korea has sent soldiers and weapons to Russia to support Moscow’s war in Ukraine in a sign of the increasing alliance between…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "China’s Diesel Demand Likely to Have Peaked as LNG Use in Trucking Soars", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chinas-Diesel-Demand-Likely-to-Have-Peaked-as-LNG-Use-in-Trucking-Soars.html", + "date": "Oct 14, 2024 at 05:31", + "author": "Tsvetana Paraskova", + "excerpt": "Chinese diesel demand has already peaked, earlier than expected, as the use of LNG as a fuel in heavy-duty vehicles has been surging in recent months, analysts tell the", + "keywords": [ + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Libya Oil Output Rebounds to 1.3 Million Bpd", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Libya-Oil-Output-Rebounds-to-13-Million-Bpd.html", + "date": "Oct 14, 2024 at 03:26", + "author": "Irina Slav", + "excerpt": "Crude oil production has recovered to 1.3 million barrels daily, the National Oil Corporation has reported, following the resolution of a political dispute over the appointment of a new…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "China Books Record Oil and Gas Output From Ultra-Deepwater Field", + "link": "https://oilprice.com/Latest-Energy-News/World-News/China-Books-Record-Oil-and-Gas-Output-From-Ultra-Deepwater-Field.html", + "date": "Oct 14, 2024 at 01:54", + "author": "Irina Slav", + "excerpt": "The China National Offshore Oil Corporation has boasted record crude oil and natural gas production from the country’s first independently built ultra-deepwater field dubbed Deep Sea #1.\nPer Xinhua, the…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oil Prices Start the Week in Decline on Bearish Economic Data From China", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-Start-the-Week-in-Decline-on-Bearish-Economic-Data-From-China.html", + "date": "Oct 14, 2024 at 01:21", + "author": "Irina Slav", + "excerpt": "Crude oil prices were falling at the start of the week following the latest economic news from China which was interpreted as bearish for oil demand.\nThat latest news was…", + "keywords": [ + [ + "demand", + 2 + ], + [ + "decline", + 1 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Iran's Oil Exports: On a Slow Boat to Nowhere", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Irans-Oil-Exports-On-a-Slow-Boat-to-Nowhere.html", + "date": "Oct 11, 2024 at 11:48", + "author": "Julianne Geiger", + "excerpt": "Iran's crude oil exports have dramatically slowed in October as the country braces for possible retaliation following its October 1 missile attack on Israel. With Israeli strikes on Iranian oil…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Tripling Renewable Energy Capacity by 2030 Will Require $1.5 Trillion Per Year", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Tripling-Renewable-Energy-Capacity-by-2030-Will-Require-15-Trillion-Per-Year.html", + "date": "Oct 11, 2024 at 09:38", + "author": "Charles Kennedy", + "excerpt": "The world’s progress to reach the goal of tripling renewables capacity by 2030 is falling short and needs another tripling, of investments, from $570 billion in 2023 to $1.5 trillion…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Biggest Russian Refinery Raises Crude Oil Processing by 4%", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Biggest-Russian-Refinery-Raises-Crude-Oil-Processing-by-4.html", + "date": "Oct 11, 2024 at 08:51", + "author": "Charles Kennedy", + "excerpt": "Russia’s biggest crude processing facility by production, the Omsk refinery, increased its crude processing by 4% between January and September compared to the same period last year, according to…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Japan Considers Quadrupling LNG Buying for Emergencies", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Japan-Considers-Quadrupling-LNG-Buying-for-Emergencies.html", + "date": "Oct 11, 2024 at 08:16", + "author": "Charles Kennedy", + "excerpt": "Japan is discussing quadrupling LNG purchases for its emergency reserves as part of a plan to boost energy security, a senior official at Japan’s industry ministry has told Reuters.…", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Spanish Power Giant Iberdrola Doubles UK Investment to $31 Billion", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Spanish-Power-Giant-Iberdrola-Doubles-UK-Investment-to-31-Billion.html", + "date": "Oct 11, 2024 at 07:39", + "author": "Tsvetana Paraskova", + "excerpt": "Spanish utility giant Iberdrola plans to double its UK investments to $31.3 billion (24 billion British pounds) by 2028, Europe’s biggest electricity company said in a statement.\nIberdrola, one…", + "keywords": [ + [ + "investment", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Platts Survey: OPEC+ Oil Production Drops by 500,000 Bpd", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Platts-Survey-OPEC-Oil-Production-Drops-by-500000-Bpd.html", + "date": "Oct 11, 2024 at 06:41", + "author": "Tsvetana Paraskova", + "excerpt": "A halt in Libya’s oil production and improved compliance from OPEC’s second-largest producer Iraq pushed the total output of the OPEC+ group down by around 500,000 barrels per day (bpd)…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Indian State Refiner Looks to Raise $3.3 Billion for New Refinery", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Indian-State-Refiner-Looks-to-Raise-33-Billion-for-New-Refinery.html", + "date": "Oct 11, 2024 at 05:37", + "author": "Tsvetana Paraskova", + "excerpt": "Indian state-owned refiner Chennai Petroleum Corporation Limited is holding discussions with banks to obtain a loan of $3.33 billion (280 billion Indian rupees) that would help it build a refinery…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "BP Warns Weak Refining and Oil Trading Will Hurt Q3 Earnings", + "link": "https://oilprice.com/Latest-Energy-News/World-News/BP-Warns-Weak-Refining-and-Oil-Trading-Will-Hurt-Q3-Earnings.html", + "date": "Oct 11, 2024 at 04:42", + "author": "Tsvetana Paraskova", + "excerpt": "Weak refining margins and weaker oil trading results are expected to dent BP’s third-quarter profit, the UK-based supermajor warned on Friday.\nBP is yet another oil major to flag…", + "keywords": [ + [ + "profit", + 4 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "China Starts Tracking Ship Emissions Data", + "link": "https://oilprice.com/Latest-Energy-News/World-News/China-Starts-Tracking-Ship-Emissions-Data.html", + "date": "Oct 11, 2024 at 03:14", + "author": "Irina Slav", + "excerpt": "China has started collecting emissions data from ships, Bloomberg has reported, citing unnamed sources.\nAccording to the report, the first targets of the emission-tracking initiative are owners of tankers…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Shell Suffers Setback in Venture Global LNG Saga", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Shell-Suffers-Setback-in-Venture-Global-LNG-Saga.html", + "date": "Oct 11, 2024 at 01:54", + "author": "Irina Slav", + "excerpt": "Shell suffered a setback in its stated quest to hold Venture Global accountable for failure to deliver contracted volumes of LNG, when a court denied the supermajor access to commissioning…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Geopolitical Risk and Hurricane Milton Push Oil Prices Toward a Weekly Gain", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Geopolitical-Risk-and-Hurricane-Milton-Push-Oil-Prices-Toward-a-Weekly-Gain.html", + "date": "Oct 11, 2024 at 01:42", + "author": "Irina Slav", + "excerpt": "Crude oil prices have been on a retreat towards the end of the week but still look set to book another weekly gain, supported by the situation in the Middle…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "U.S. Clears ConocoPhillips to Recover Venezuela Assets", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Clears-ConocoPhillips-to-Recover-Venezuela-Assets.html", + "date": "Oct 10, 2024 at 14:08", + "author": "Julianne Geiger", + "excerpt": "ConocoPhillips has received new U.S. licenses that could help the company recover up to $10 billion owed by Venezuela, an anonymous source has told Bloomberg. The debt stems from the…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Gazprom Warns of Rising EU Gas Volatility Amidst Deindustrialization Fears", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Gazprom-Warns-of-Rising-EU-Gas-Volatility-Amidst-Deindustrialization-Fears.html", + "date": "Oct 10, 2024 at 11:16", + "author": "Julianne Geiger", + "excerpt": "Gazprom CEO Alexei Miller has issued a stark warning about the future of the European gas market. Speaking at the St. Petersburg International Gas Forum, Miller highlighted the rising volatility…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Saudi, UAE, Qatar Lobbying DC to Keep Gulf Oil Safe from Israel", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Saudi-UAE-Qatar-Lobbying-DC-to-Keep-Gulf-Oil-Safe-from-Israel.html", + "date": "Oct 10, 2024 at 10:22", + "author": "Charles Kennedy", + "excerpt": "As Iran visits Gulf states to scrounge up support in the face of what many believe is an impending strike by Israel, Reuters…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Exxon Expands Natural Gas Exploration Offshore Crete", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Exxon-Expands-Natural-Gas-Exploration-Offshore-Crete.html", + "date": "Oct 10, 2024 at 08:39", + "author": "Charles Kennedy", + "excerpt": "A consortium led by U.S. supermajor ExxonMobil has successfully completed the first exploration phase southwest of the Greek island of Crete and has decided to proceed with the second exploration…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Finland’s Top Power Utility Targeted With Daily Cyber Attacks", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Finlands-Top-Power-Utility-Targeted-With-Daily-Cyber-Attacks.html", + "date": "Oct 10, 2024 at 06:55", + "author": "Tsvetana Paraskova", + "excerpt": "Fortum, the biggest power utility in Finland, is being subjected to daily attempts of cyber attacks and cyber breaches, while suspicious individuals and drone activity have been spotted near its…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "UK Unveils Investment Support for Renewable Energy Storage", + "link": "https://oilprice.com/Latest-Energy-News/World-News/UK-Unveils-Investment-Support-for-Renewable-Energy-Storage.html", + "date": "Oct 10, 2024 at 05:37", + "author": "Tsvetana Paraskova", + "excerpt": "The UK on Thursday announced a new support scheme for renewable energy storage projects, which will offer developers of long-duration energy storage (LDES) facilities a guaranteed minimum income.\nThe…", + "keywords": [ + [ + "energy", + 5 + ], + [ + "investment", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Mexico Moves to Strengthen State Control Over Pemex", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Mexico-Moves-to-Strengthen-State-Control-Over-Pemex.html", + "date": "Oct 10, 2024 at 04:53", + "author": "Charles Kennedy", + "excerpt": "Mexico’s new parliament late last night passed a bill that would give the president more control over state oil company Pemex and the country’s power utility, CFE.\nThe aim of…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Russia Looks to Reduce Dependence on Oil in Its Budget Revenues", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Russia-Looks-to-Reduce-Dependence-on-Oil-in-Its-Budget-Revenues.html", + "date": "Oct 10, 2024 at 04:49", + "author": "Tsvetana Paraskova", + "excerpt": "Russia is looking to minimize the impact of volatile oil and gas prices on its budget revenues and sees the share of oil and gas sales of its state income…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Chinese Miner to Build Facility to Turn Coal Into Petroleum Products", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chinese-Miner-to-Build-Facility-to-Turn-Coal-Into-Petroleum-Products.html", + "date": "Oct 10, 2024 at 02:14", + "author": "Charles Kennedy", + "excerpt": "China’s biggest coal mining company will invest some $24 billion in the construction of a facility for the conversion of coal into petroleum products in a bid to reduce an…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Exxon Eyes Boosting Guyana Oil Output", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Exxon-Eyes-Boosting-Guyana-Oil-Output.html", + "date": "Oct 10, 2024 at 01:44", + "author": "Irina Slav", + "excerpt": "Exxon is planning to increase its crude oil production offshore Guyana by 18,000 barrels daily, Bloomberg has reported, citing a senior company executive.\nThe output increase will come from…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Chevron Shuts Down Tampa Terminal As Hurricane Milton Approaches", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chevron-Shuts-Down-Tampa-Terminal-As-Hurricane-Milton-Approaches.html", + "date": "Oct 09, 2024 at 13:33", + "author": "Alex Kimani", + "excerpt": "Chevron Corp. (NYSE:CVX) has shut down its Tampa bulk terminal as Hurricane Milton barrels towards the U.S. coastline. The hurricane is expected to double its wind field…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Exxon Gets Rare Sell Rating On Oversupply Concerns", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Exxon-Gets-Rare-Sell-Rating-On-Oversupply-Concerns.html", + "date": "Oct 09, 2024 at 12:54", + "author": "Alex Kimani", + "excerpt": "Exxon Mobil Corp. (NYSE:XOM) was up slightly in Thursday’s trading session after analysts at BNP Paribas Exane downgraded its shares to Underperform from…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "India’s Jindal Power Abandons Crude Processing Deal With PdVSA", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Indias-Jindal-Power-Abandons-Crude-Processing-Deal-With-PdVSA.html", + "date": "Oct 09, 2024 at 10:14", + "author": "Alex Kimani", + "excerpt": "India’s giant power company, Jindal Power Ltd, has exited a deal that would have seen it operate Petroleos de Venezuela’s (PdVSA) key installations for processing heavy crude oil…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "India’s Coal Power Output Falls for Consecutive Months for First Time Since 2020", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Indias-Coal-Power-Output-Falls-for-Consecutive-Months-for-First-Time-Since-2020.html", + "date": "Oct 09, 2024 at 07:52", + "author": "Charles Kennedy", + "excerpt": "Heavy monsoon rainfall has lowered India’s power demand growth in the past two months and led to the first time since the pandemic when coal-fired power generation fell year-over-year in…", + "keywords": [ + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Rollout of Charging Points in the U.S. Is Far Slower Than Surging EV Sales", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Rollout-of-Charging-Points-in-the-US-Is-Far-Slower-Than-Surging-EV-Sales.html", + "date": "Oct 09, 2024 at 06:58", + "author": "Charles Kennedy", + "excerpt": "While electric vehicle registrations in the United States have surged by 142% since the beginning of 2023, the pace at which public charging point installations are growing has been just…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Mining Giant Rio Tinto to Buy Arcadium Lithium for $6.7 Billion", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Mining-Giant-Rio-Tinto-to-Buy-Arcadium-Lithium-for-67-Billion.html", + "date": "Oct 09, 2024 at 05:42", + "author": "Tsvetana Paraskova", + "excerpt": "Rio Tinto will buy Arcadium Lithium in an all-cash deal valuing the target company at $6.7 billion, as one of the world’s largest miners is boosting its position as a…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "IEA: The World Is Not on Track to Triple Renewable Capacity by 2030", + "link": "https://oilprice.com/Latest-Energy-News/World-News/IEA-The-World-Is-Not-on-Track-to-Triple-Renewable-Capacity-by-2030.html", + "date": "Oct 09, 2024 at 04:46", + "author": "Tsvetana Paraskova", + "excerpt": "Despite the surge in renewable energy additions, the world is not yet on track to reach the goal of tripling renewables capacity by 2030, according to the Renewables 2024", + "keywords": [ + [ + "energy", + 5 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Florida Is Running Out of Fuel as Residents Flee Hurricane Milton", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Florida-Is-Running-Out-of-Fuel-as-Residents-Flee-Hurricane-Milton.html", + "date": "Oct 09, 2024 at 03:46", + "author": "Tsvetana Paraskova", + "excerpt": "Gas stations in Florida are running out of fuel as people are evacuating ahead of Hurricane Milton, expected to be a once-in-a-century direct hit on Tampa late on Wednesday.…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Oil Prices Stuck Between Fear of Escalation and Ceasefire Hopes", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-Stuck-Between-Fear-of-Escalation-and-Ceasefire-Hopes.html", + "date": "Oct 09, 2024 at 02:17", + "author": "Irina Slav", + "excerpt": "Crude oil prices started trade little changed earlier today after a substantial inventory build in the U.S. surprised traders, adding to bearish mood prompted by the Chinese government’s decision to…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Surprise Crude Inventory Spike Slams Oil Prices", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Surprise-Crude-Inventory-Spike-Slams-Oil-Prices.html", + "date": "Oct 08, 2024 at 15:46", + "author": "Julianne Geiger", + "excerpt": "Crude oil inventories in the United States rose by a shocking 10.9 million barrels for the week ending October 4, according to The American Petroleum Institute (API). Analysts had expected…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Vitol to Send Venezuelan Crude Oil To Indian Refiners", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Vitol-to-Send-Venezuelan-Crude-Oil-To-Indian-Refiners.html", + "date": "Oct 08, 2024 at 14:02", + "author": "Julianne Geiger", + "excerpt": "Indian refiners are expecting tankers of Venezuelan crude from Vitol, media reported on Tuesday, after Indian Oil Corp (IOC) and Mangalore Refinery and Petrochemicals (MRPL) purchased 2 million barrels of…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "U.S. Set Record-Highs in Natural Gas Power Generation This Summer", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Set-Record-Highs-in-Natural-Gas-Power-Generation-This-Summer.html", + "date": "Oct 08, 2024 at 10:43", + "author": "Charles Kennedy", + "excerpt": "Low natural gas prices, hotter summer weather, and new generation capacity sent U.S. natural gas-fired power generation to a new all-time high this summer, on some days of which gas-fired…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Oil Prices Tumble 4% as Demand Fears Override Middle East Risk", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-Tumble-4-as-Demand-Fears-Override-Middle-East-Risk.html", + "date": "Oct 08, 2024 at 09:49", + "author": "Charles Kennedy", + "excerpt": "Oil prices slumped by more than 4% early on Tuesday as traders have yet to see an actual supply disruption in the Middle East while focusing on China’s underwhelming demand…", + "keywords": [ + [ + "demand", + 2 + ], + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Libya’s Oil Production Rises to 1.13 Million Bpd", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Libyas-Oil-Production-Rises-to-113-Million-Bpd.html", + "date": "Oct 08, 2024 at 08:58", + "author": "Charles Kennedy", + "excerpt": "Libya’s production of crude oil and condensates has reached 1,133,133 barrels per day (bpd), the National Oil Corporation said on Tuesday, several days after output resumed in the OPEC…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Russia Considers Diesel Export Ban for Non-Producers", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Russia-Considers-Diesel-Export-Ban-for-Non-Producers.html", + "date": "Oct 08, 2024 at 08:17", + "author": "Tsvetana Paraskova", + "excerpt": "Russian oil companies and officials have discussed the possible ban on diesel exports for firms not producing diesel, due to rising prices and the risk of oil companies not getting…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Kinder Morgan Shuts Tampa Terminals Ahead of Hurricane Milton", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Kinder-Morgan-Shuts-Tampa-Terminals-Ahead-of-Hurricane-Milton.html", + "date": "Oct 08, 2024 at 07:24", + "author": "Tsvetana Paraskova", + "excerpt": "Pipeline and liquids and dry bulk terminals operator Kinder Morgan plans to shut on Tuesday its terminals and fuel racks in and around Tampa as Florida is preparing for category…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Denmark Delays Hydrogen Pipeline to Germany", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Denmark-Delays-Hydrogen-Pipeline-to-Germany.html", + "date": "Oct 08, 2024 at 06:51", + "author": "Tsvetana Paraskova", + "excerpt": "Denmark looks to commission a cross-border green hydrogen pipeline to Germany in 2031, three years later than the previous timeline, the Danish government said on Tuesday.\nDenmark has been…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "U.S. Natural Gas Consumption Soars", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Natural-Gas-Consumption-Soars.html", + "date": "Oct 08, 2024 at 05:06", + "author": "Tsvetana Paraskova", + "excerpt": "Natural gas-fired power generation in the United States has soared to a record high so far this year, driving up global gas demand.\nU.S. power producers generated a total of…", + "keywords": [ + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "$21 Billion Needed to Bring Electricity to World’s Poorest by 2030", + "link": "https://oilprice.com/Latest-Energy-News/World-News/21-Billion-Needed-to-Bring-Electricity-to-Worlds-Poorest-by-2030.html", + "date": "Oct 08, 2024 at 03:20", + "author": "Irina Slav", + "excerpt": "Bringing electricity supply to several hundred million of the world’s poorest would require investments of $21.3 billion by 2030.\nThis is according to the Global Association for the off-grid solar…", + "keywords": [ + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "UK to Boost Electricity Imports From the EU", + "link": "https://oilprice.com/Latest-Energy-News/World-News/UK-to-Boost-Electricity-Imports-From-the-EU.html", + "date": "Oct 08, 2024 at 02:16", + "author": "Irina Slav", + "excerpt": "The UK will boost its electricity imports from the European Union to offset any future supply shortages caused by the government’s decision to close the country’s last remaining coal power…", + "keywords": [ + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Oil Prices Drop as War Premium Fades", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-Drop-as-War-Premium-Fades.html", + "date": "Oct 08, 2024 at 01:55", + "author": "Irina Slav", + "excerpt": "Crude oil prices have reversed some of the gains they made on Monday as traders returned their attention to Chinese demand concerns.\nEarlier in the day, oil held on to…", + "keywords": [ + [ + "demand", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Crude Oil Soars over 3.5% As Hezbollah Strikes Haifa", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Crude-Oil-Soars-over-35-As-Hezbollah-Strikes-Haifa.html", + "date": "Oct 07, 2024 at 13:36", + "author": "Charles Kennedy", + "excerpt": "Tensions continue to soar in the Middle East, bringing oil prices along with them, as with Hezbollah firing rockets into Israel’s Haifa city on Monday, and the Israel…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Florida Restricts Port Activity as Hurricane Milton Hits Category 5", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Florida-Restricts-Port-Activity-as-Hurricane-Milton-Hits-Category-5.html", + "date": "Oct 07, 2024 at 12:19", + "author": "Tom Kool", + "excerpt": "Ports in Florida have moved to restrict vessel navigation as Hurricane Milton intensifies as it makes its way toward the state’s coastline and threatens to turn into a…", + "keywords": [], + "sentiment_analysis": null + }, + { + "headline": "Brent Crude Passes $80 on Expected Israeli Attack on Iran", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Brent-Crude-Passes-80-on-Expected-Israeli-Attack-on-Iran.html", + "date": "Oct 07, 2024 at 11:16", + "author": "Charles Kennedy", + "excerpt": "Brent crude on Monday was up nearly 3%, breaking past the $80 threshold as markets attempted to cautiously price in a potential supply disruption should Israel attack Iran’s…", + "keywords": [ + [ + "price", + 3 + ], + [ + "supply", + 2 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Libya’s Oil Production Tops 1 Million Bpd as Political Stalemate Ends", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Libyas-Oil-Production-Tops-1-Million-Bpd-as-Political-Stalemate-Ends.html", + "date": "Oct 07, 2024 at 10:52", + "author": "Charles Kennedy", + "excerpt": "For the first time since the end of August, Libya’s oil production exceeded 1 million barrels per day (bpd) on Sunday, after the warring factions reached a deal on how…", + "keywords": [ + [ + "production", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Saudi Arabia Raises Oil Prices to Asia", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Saudi-Arabia-Raises-Oil-Prices-to-Asia.html", + "date": "Oct 07, 2024 at 09:59", + "author": "Charles Kennedy", + "excerpt": "The world’s largest crude exporter, Saudi Arabia, has raised the price of its flagship grade to Asia by more than expected amid high volatility in international oil prices amid the…", + "keywords": [ + [ + "price", + 3 + ] + ], + "sentiment_analysis": null + }, + { + "headline": "Chevron Shuts In Gulf of Mexico Oil and Gas Platform Ahead of Hurricane Milton", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chevron-Shuts-In-Gulf-of-Mexico-Oil-and-Gas-Platform-Ahead-of-Hurricane-Milton.html", + "date": "Oct 07, 2024 at 08:15", + "author": "Charles Kennedy", + "excerpt": "Chevron has shut in its Blind Faith platform in the U.S. Gulf of Mexico and evacuated all personnel from the facility in preparation for Hurricane Milton, the supermajor said…", + "keywords": [], + "sentiment_analysis": null + } +] diff --git a/src/WebScraper/data/preprocessed_oil_news.json b/src/WebScraper/data/preprocessed_oil_news.json new file mode 100644 index 0000000..d3b7d1b --- /dev/null +++ b/src/WebScraper/data/preprocessed_oil_news.json @@ -0,0 +1,4003 @@ +[ + { + "headline": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Oil-Prices-Rebound-But-Henry-Hub-Nat-Gas-Still-Taking-a-Beating.html", + "content": "Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Leaked documents from U.S. intelligence… Alex Kimani Alex Kimani is a veteran finance writer, investor, engineer and researcher for Safehaven.com. More Info U.S oil and gas prices have taken divergent trajectories, with oil prices rebounding while natural gas prices have continued to fall in Thursday’s session. Oil and gas prices crashed on Monday, with benchmark crude oil futures falling to their biggest one-day decline in more than two years after Israel launched limited attacks on Iran that disappointed markets, followed by Tehran stating it would not retaliate with a direct response. However, oil prices have pared back some of the losses with nearly a percentage point in gains.Brent crudefor December delivery was trading at $73.17 per barrel at 12.32 am ET, up from their 2-month low of $70.97 on Tuesday while WTI crude for December delivery was up 0.85% on the day to trade at $69.19 per barrel. Commodity analysts at Standard Chartered havepointed outthat oil markets are overlooking the vulnerability of Iran’s energy infrastructure to future attacks. Three days ago, the Guardian reported that Israel used precision air and drone strikes to principally target air defense systems protecting crucial oil and gas facilities, as well as military sites linked to Tehran’s nuclear programme and ballistic missile production. Meanwhile,natural gas futureshave dropped below $2.8/MMBtu as supply concerns eased, after losing 11% earlier in the week, and down another 4.15% at the time of writing. Meteorologists have forecast warmer-than-normal temperatures across the Lower 48 states through at least November 9, giving utilities an opportunity to inject more gas into storage than usual for this time of year. Further, LNG feedgas supply is expected to stay below record levels for the next few weeks due to maintenance at various facilities includingCheniere Energy(NYSE:LNG) and Cameron LNG. U.S. gas production from the lower 48 states averaged 102.8 Bcf/d over the weekend, close to 103 Bcf/d summer high and up about 2 Bcf/d from autumn lows. In its October short-term energy outlook (STEO), the EIA forecast Henry Hub spot prices would average $3.06/MMBtu in 2025. On a quarterly basis, the EIA predicted in the October STEO that Q4 2024 Henry Hub spots prices would average $2.81/MMBtu, and $3.16/MMBtu in Q1 2025, dipping lower in Q2 and then up to $3.35/MMBtu in Q4. By Alex Kimani for Oilprice.com | Previous Post Record Shale Production Helps ConocoPhillips Beat Profit Estimates Next Post Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Alex Kimani is a veteran finance writer, investor, engineer and researcher for Safehaven.com. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 11:41", + "author": "Alex Kimani", + "author_bio": "Alex Kimani is a veteran finance writer, investor, engineer and researcher for Safehaven.com.", + "contributor_since": "28 Jan 2019", + "other_articles": [ + { + "heading": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating", + "excerpt": "U.S oil and gas prices have taken divergent trajectories, with oil prices rebounding while natural gas prices have continued to fall in Thursday’s session. Oil…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Iran’s Energy Infrastructure More Vulnerable To Future Attacks", + "excerpt": "Two days ago, benchmark crude oil futures fell by their largest one-day margin in more than two years after Israel launched limited retaliatory attacks on…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Hess Beats Q3 Earnings Estimates On Robust Guyana Output", + "excerpt": "Leading U.S. shale operator, Hess Corp. (NYSE:HES), has posted yet another impressive earnings report, with its stake in prolific Guyana helping it exceed estimates. Hess…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "China’s Oil and Steel Industries Are in the Red. What Now?", + "excerpt": "China has seen very mixed fortunes from its commodities markets, which have been languishing under a long-running crisis in the property sector, according to The…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "U.S. To Buy 3 Million Barrels for The SPR, But There’s A Problem", + "excerpt": "The U.S. Department of Energy (DoE) is seeking to purchase 3 million barrels of crude oil for the Strategic Petroleum Reserve (SPR), the latest in…", + "keywords": [ + "energy", + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "As Oil Job Losses Mount, Steelworkers Union Looks to Clean Energy", + "excerpt": "The United Steelworkers union is counting on renewable energy projects to offset job losses at oil refining and petrochemical plants, a union official has told…", + "keywords": [ + "energy", + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "The Biden Administration Just Approved Its First Lithium Mine", + "excerpt": "Last week, the Rhyolite Ridge Lithium-Boron Project in Nevada became the first-ever lithium mine to receive the green light from the Biden administration. Shares of…", + "keywords": [], + "published_date": "28 October 2024" + }, + { + "heading": "Oil Continues Downward Slide Shedding Over 6%", + "excerpt": "Oil markets have continued the downward spiral, with oil prices falling dramatically after Israel launched limited attacks on Iran. Supreme Leader Ayatollah Ali Khamenei helped…", + "keywords": [ + "oil" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Natural Gas Prices Plummet 11% as Israel-Iran Conflict Cools", + "excerpt": "U.S. natural gas prices crashed on Monday after Israel launched limited attacks on Iran while Supreme Leader Ayatollah Ali Khamenei helped cool tensions after he…", + "keywords": [ + "gas" + ], + "published_date": "28 October 2024" + }, + { + "heading": "USGS Finds Enough Lithium to Meet Annual Demand Nine Times Over", + "excerpt": "The United States Geological Survey (USGS) and the Arkansas Department of Energy and Environment's Office of the State Geologist have discovered a vast lithium reserve…", + "keywords": [ + "energy" + ], + "published_date": "27 October 2024" + }, + { + "heading": "U.S. Allies Unite for Critical Minerals Marketplace", + "excerpt": "Earlier in the week, Reuters reported that the European Union has kicked off the process of choosing between eight bidders to create a 9-million-euro joint…", + "keywords": [], + "published_date": "24 October 2024" + }, + { + "heading": "Mckinsey: Europe's Data Center Power Demand To Triple By 2030", + "excerpt": "Europe's data center power consumption is expected to almost triple by 2030 and will require a surge in electricity—supply mostly from low-carbon sources coupled with…", + "keywords": [ + "supply" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Standard Chartered: Global Oil Demand Hit An All-Time High In August", + "excerpt": "Momentum in oil markets has continued to skew towards the downside over the past two weeks, with the last 10 trading days seeing front-month Brent…", + "keywords": [ + "oil" + ], + "published_date": "23 October 2024" + }, + { + "heading": "Harbour Energy Joins North Sea Oil Exodus Ahead Of Tax Hikes", + "excerpt": "Top British North Sea producer Harbour Energy (OTCPK:PMOIF) has revealed plans to sell stakes in North Sea oilfields and has revived plans for a U.S.…", + "keywords": [ + "energy" + ], + "published_date": "23 October 2024" + }, + { + "heading": "Shell Buys US Power Plant for Foothold in New England Market", + "excerpt": "Shell Energy North America (US), a subsidiary of Shell Plc (NYSE:SHEL), has agreed to acquire a 100% equity stake in RISEC Holdings, LLC, owner of…", + "keywords": [ + "energy" + ], + "published_date": "23 October 2024" + }, + { + "heading": "Why Is Smart Money Betting Against Renewable Energy", + "excerpt": "Last week, we reported that bearish sentiment in oil markets had sunk to levels last seen during the 2008 global financial crisis. According to commodity…", + "keywords": [ + "oil" + ], + "published_date": "22 October 2024" + }, + { + "heading": "Deepwater Investments Outpacing Shale", + "excerpt": "Over the past two decades, the shale revolution largely pushed aside interest in the exploration and development of offshore hydrocarbons. The combination of hydraulic fracturing…", + "keywords": [], + "published_date": "21 October 2024" + }, + { + "heading": "Oil Markets Fail to Respond to Geopolitical Escalations", + "excerpt": "Ten days ago, the Biden administration expanded sanctions on Iran’s petroleum and petrochemical sectors in response to Iran’s October 1 attack on Israel, its second…", + "keywords": [], + "published_date": "21 October 2024" + }, + { + "heading": "Oil Prices Gain 2% After China Boosts Stimulus Measures", + "excerpt": "Oil markets have kicked off the new week on a strong footing with oil prices climbing after Chinese banks adopted extra stimulus measures in a…", + "keywords": [ + "oil" + ], + "published_date": "21 October 2024" + }, + { + "heading": "EU Set To Launch Critical Minerals Joint Buying Platform", + "excerpt": "The European Union has kicked off the process of choosing between eight bidders that supply its 9-million-euro joint purchasing platform for critical minerals and energy,…", + "keywords": [ + "energy", + "supply" + ], + "published_date": "21 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "profit", + 4 + ], + [ + "barrel", + 3 + ], + [ + "production", + 3 + ], + [ + "investment", + 3 + ], + [ + "supply", + 2 + ], + [ + "decline", + 1 + ] + ] + }, + { + "headline": "Record Shale Production Helps ConocoPhillips Beat Profit Estimates", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Record-Shale-Production-Helps-ConocoPhillips-Beat-Profit-Estimates.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating Oil prices are climbing as… Charles Kennedy Charles is a writer for Oilprice.com More Info ConocoPhillips (NYSE: COP) is raising its ordinary dividend and share buyback program as its third-quarter earnings beat market expectations on the back of higher total oil and gas production and record output in the U.S. shale patch. The U.S. oil and gas producerreportedon Thursday adjusted earnings per share of $1.78 for the third quarter, down from $2.16 EPS a year earlier, but above the analyst consensusestimate of $1.65compiled by The Wall Street Journal. Higher crude oil and natural gas production helped ConocoPhillips offset the lower oil and gas prices compared to last year. The impact of lower oil and gas prices was evident in the company’s total average realized price, which was $54.18 per barrel of oil equivalent (boe), 10% lower than the $60.05 per boe realized in the third quarter of 2023. But ConocoPhillips’s production for the third quarter of 2024 averaged 1.917 million barrels of oil equivalent per day (boed), up by 3% from the same period a year ago when adjusted for closed acquisitions and dispositions. The producer achieved record Lower 48 production of 1.147 million boed, including 781,000 boed from the Permian, 246,000 boed from the Eagle Ford, and 107,000 boed from the Bakken. Total fourth-quarter 2024 production is expected to be 1.99-2.03 million boed, ConocoPhillips said, as it also raised its full-year production guidance to 1.94-1.95 million boed, as compared to prior guidance of 1.93 million boed to 1.94 million boed. ConocoPhillips’s board has decided to raise its ordinary dividend by 34% to $0.78 per share and increase the existing share repurchase authorization by up to $20 billion. The company is on track to distribute at least $9 billion to shareholders for 2024, chairman and CEO Ryan Lance said. ConocoPhillips continues to anticipate closing theplanned acquisition of Marathon Oilthis quarter and expects to significantly exceed its initial $500 million synergy guidance, the executive added. Following the results release, shares in ConocoPhillips jumped by 3% in pre-market trade in New York. By Charles Kennedy for Oilprice.com | Previous Post Rosneft to Resume Output at Idled Black Sea Refinery in November Next Post Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Charles is a writer for Oilprice.com More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 10:29", + "author": "Charles Kennedy", + "author_bio": "Charles is a writer for Oilprice.com", + "contributor_since": "29 Sep 2011", + "other_articles": [ + { + "heading": "Record Shale Production Helps ConocoPhillips Beat Profit Estimates", + "excerpt": "ConocoPhillips (NYSE: COP) is raising its ordinary dividend and share buyback program as its third-quarter earnings beat market expectations on the back of higher total…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Rosneft to Resume Output at Idled Black Sea Refinery in November", + "excerpt": "Rosneft plans to resume crude processing at its Tuapse oil refinery on Russia’s Black Sea coast in November, after idling it for a month because…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall", + "excerpt": "Canada’s largest oil and gas producer, Canadian Natural Resources (NYSE: CNQ), reported lower adjusted net earnings from operations for the third quarter compared to a…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exelon Reports 80% Surge in Data Center Power Supply Deals", + "excerpt": "Exelon has seen an 80% increase in power supply deals coming from data enter operators in the latest sign that the IT industry is driving…", + "keywords": [ + "supply" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "excerpt": "Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the…", + "keywords": [ + "investment", + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Investment Giants Form $50-Billion AI and Power Partnership", + "excerpt": "Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a $50 billion strategic partnership to invest in data centers and power…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "excerpt": "Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "Chinese Oil Major to Explore Iraqi Field", + "excerpt": "China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today. The deposit, Block 7, will be…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "TotalEnergies to Produce More Gas Condensate Offshore Denmark", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "Phillips 66 Beats Analyst Estimates Despite Earnings Dip in Q3", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "UK Offshore Oil Platform Halted Due to Gas Compressor Issue", + "excerpt": "Production via the Triton Floating Production Storage & Offloading (FPSO) vessel in the UK North Sea has been halted due to a problem with the…", + "keywords": [ + "production" + ], + "published_date": "29 October 2024" + }, + { + "heading": "UAE’s Renewable Energy Giant Pushes Back Green Hydrogen Targets", + "excerpt": "Masdar, the clean energy giant of the United Arab Emirates (UAE), has pushed back its target to reach 1 million tons per year of green…", + "keywords": [ + "energy" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Profit at India’s Top Refiner Slumps by 99% Due to Weak Margins", + "excerpt": "IndianOil, the biggest refiner in India, reported on Monday a net profit tumbling by 98.6% in the quarter to September from a year ago amid…", + "keywords": [ + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Average U.S. Gasoline Price Set to Drop Below $3 for the First Time Since 2021", + "excerpt": "The U.S. national average price of gasoline is set to soon fall below $3 per gallon for the first time since 2021, amid lower seasonal…", + "keywords": [ + "price" + ], + "published_date": "28 October 2024" + }, + { + "heading": "FERC Grants Exxon and Qatar Three-Year Extension to Build Golden Pass LNG", + "excerpt": "The U.S. Federal Energy Regulatory Commission has granted a three-year extension to ExxonMobil and QatarEnergy to build their $10-billion Golden Pass LNG export plant in…", + "keywords": [ + "energy" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Cepsa: Windfall Tax Would Delay Its $3.3-Billion Hydrogen Plan", + "excerpt": "Cepsa, Spain’s second-largest oil company, will delay its $3.25 billion (3 billion euros) investment into domestic green hydrogen projects if Spain makes the windfall tax…", + "keywords": [ + "oil", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "South Africa Seeks Loan Guarantees for Energy Transition Funding", + "excerpt": "South Africa is currently negotiating loan guarantees with its international partners in its $9.3-billion Just Energy Transition Partnership (JETP) program for energy investment. The International…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Saudi Oil Export Revenues Hit Three-Year Low as Prices Decline", + "excerpt": "Lower crude oil prices dragged Saudi Arabia’s oil export revenues to the lowest level in more than three years in August, amid underwhelming oil demand…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Tesla Stock Soars After Q3 Earnings Beat", + "excerpt": "Tesla (NASDAQ: TSLA) saw its shares jump by 20% after hours on Wednesday and another 14% in pre-market trade on Thursday after reporting earnings for…", + "keywords": [], + "published_date": "24 October 2024" + }, + { + "heading": "Oil Refining Giant Valero Tops Estimates Despite Q3 Profit Plunge", + "excerpt": "One of the biggest U.S. refiners, Valero Energy (NYSE: VLO), beat Wall Street estimates even as it reported a widely expected plunge in its third-quarter…", + "keywords": [ + "energy" + ], + "published_date": "24 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "profit", + 4 + ], + [ + "gas", + 4 + ], + [ + "production", + 3 + ], + [ + "price", + 3 + ], + [ + "barrel", + 3 + ], + [ + "investment", + 3 + ] + ] + }, + { + "headline": "Rosneft to Resume Output at Idled Black Sea Refinery in November", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Rosneft-to-Resume-Output-at-Idled-Black-Sea-Refinery-in-November.html", + "content": "Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Oil prices declined after Israel's… Charles Kennedy Charles is a writer for Oilprice.com More Info Rosneft plans to resume crude processing at its Tuapse oil refinery on Russia’s Black Sea coast in November, after idling it for a month because of poor refining margins, industry sources toldReuterson Thursday. The export-oriented refinery has halted crude processing since October 1 because of low refining margins, industry sources toldReutersin early October. In November, the refinery is expected to resume operations and process into fuels as much as 480,000 metric tons of crude oil, traders told Reuters. The Tuapse refinery has a capacity to process 240,000 barrels per day (bpd) of crude oil. The processing facility mostly exports its production of naphtha, high-sulfur diesel, fuel oil, and vacuum gasoil to Turkey, China, Malaysia, and Singapore. It doesn’t contribute to Russia’s domestic supply of gasoline or diesel. The halt of the refinery, due to low margins, helped raise the idled refining capacity across Russia in October. Russia has raised the refining capacity volumes it expects to be idle in Octoberby 67%compared to an earlier plan, due to scheduled maintenance at major refineries, Reuters estimates showed earlier this month. The Tuapse refinery has also been a target ofUkrainian drone attacksthis year, which have caused damage at the site. The latest such attack at Tuapse occurred in July when the refinery was damaged in a massive Ukrainian drone attack. In January, a previous attack had also caused damage at the biggest Black Sea refinery of Russian oil giant Rosneft. Ukrainian attacks on Russian oil refineries and other energy infrastructure have become a fixture this year, with drones the weapon of choice for conducting the strikes. But a Financial Times report from earlier this week said that Russia and Ukraine are in the very early stages of Qatar-mediatedtalks about halting attackson each other’s energy facilities and infrastructure. By Charles Kennedy for Oilprice.com | Previous Post Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall Next Post Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Charles is a writer for Oilprice.com More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 09:52", + "author": "Charles Kennedy", + "author_bio": "Charles is a writer for Oilprice.com", + "contributor_since": "29 Sep 2011", + "other_articles": [ + { + "heading": "Record Shale Production Helps ConocoPhillips Beat Profit Estimates", + "excerpt": "ConocoPhillips (NYSE: COP) is raising its ordinary dividend and share buyback program as its third-quarter earnings beat market expectations on the back of higher total…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Rosneft to Resume Output at Idled Black Sea Refinery in November", + "excerpt": "Rosneft plans to resume crude processing at its Tuapse oil refinery on Russia’s Black Sea coast in November, after idling it for a month because…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall", + "excerpt": "Canada’s largest oil and gas producer, Canadian Natural Resources (NYSE: CNQ), reported lower adjusted net earnings from operations for the third quarter compared to a…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exelon Reports 80% Surge in Data Center Power Supply Deals", + "excerpt": "Exelon has seen an 80% increase in power supply deals coming from data enter operators in the latest sign that the IT industry is driving…", + "keywords": [ + "supply" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "excerpt": "Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the…", + "keywords": [ + "investment", + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Investment Giants Form $50-Billion AI and Power Partnership", + "excerpt": "Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a $50 billion strategic partnership to invest in data centers and power…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "excerpt": "Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "Chinese Oil Major to Explore Iraqi Field", + "excerpt": "China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today. The deposit, Block 7, will be…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "TotalEnergies to Produce More Gas Condensate Offshore Denmark", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "Phillips 66 Beats Analyst Estimates Despite Earnings Dip in Q3", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "UK Offshore Oil Platform Halted Due to Gas Compressor Issue", + "excerpt": "Production via the Triton Floating Production Storage & Offloading (FPSO) vessel in the UK North Sea has been halted due to a problem with the…", + "keywords": [ + "production" + ], + "published_date": "29 October 2024" + }, + { + "heading": "UAE’s Renewable Energy Giant Pushes Back Green Hydrogen Targets", + "excerpt": "Masdar, the clean energy giant of the United Arab Emirates (UAE), has pushed back its target to reach 1 million tons per year of green…", + "keywords": [ + "energy" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Profit at India’s Top Refiner Slumps by 99% Due to Weak Margins", + "excerpt": "IndianOil, the biggest refiner in India, reported on Monday a net profit tumbling by 98.6% in the quarter to September from a year ago amid…", + "keywords": [ + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Average U.S. Gasoline Price Set to Drop Below $3 for the First Time Since 2021", + "excerpt": "The U.S. national average price of gasoline is set to soon fall below $3 per gallon for the first time since 2021, amid lower seasonal…", + "keywords": [ + "price" + ], + "published_date": "28 October 2024" + }, + { + "heading": "FERC Grants Exxon and Qatar Three-Year Extension to Build Golden Pass LNG", + "excerpt": "The U.S. Federal Energy Regulatory Commission has granted a three-year extension to ExxonMobil and QatarEnergy to build their $10-billion Golden Pass LNG export plant in…", + "keywords": [ + "energy" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Cepsa: Windfall Tax Would Delay Its $3.3-Billion Hydrogen Plan", + "excerpt": "Cepsa, Spain’s second-largest oil company, will delay its $3.25 billion (3 billion euros) investment into domestic green hydrogen projects if Spain makes the windfall tax…", + "keywords": [ + "oil", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "South Africa Seeks Loan Guarantees for Energy Transition Funding", + "excerpt": "South Africa is currently negotiating loan guarantees with its international partners in its $9.3-billion Just Energy Transition Partnership (JETP) program for energy investment. The International…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Saudi Oil Export Revenues Hit Three-Year Low as Prices Decline", + "excerpt": "Lower crude oil prices dragged Saudi Arabia’s oil export revenues to the lowest level in more than three years in August, amid underwhelming oil demand…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Tesla Stock Soars After Q3 Earnings Beat", + "excerpt": "Tesla (NASDAQ: TSLA) saw its shares jump by 20% after hours on Wednesday and another 14% in pre-market trade on Thursday after reporting earnings for…", + "keywords": [], + "published_date": "24 October 2024" + }, + { + "heading": "Oil Refining Giant Valero Tops Estimates Despite Q3 Profit Plunge", + "excerpt": "One of the biggest U.S. refiners, Valero Energy (NYSE: VLO), beat Wall Street estimates even as it reported a widely expected plunge in its third-quarter…", + "keywords": [ + "energy" + ], + "published_date": "24 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "profit", + 4 + ], + [ + "gas", + 4 + ], + [ + "production", + 3 + ], + [ + "investment", + 3 + ], + [ + "supply", + 2 + ] + ] + }, + { + "headline": "Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Canadian-Natural-Resources-Q3-Profit-Slips-as-Oil-and-Gas-Prices-Fall.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating Ford reports strong Q3 revenue… Charles Kennedy Charles is a writer for Oilprice.com More Info Canada’s largest oil and gas producer, Canadian Natural Resources (NYSE: CNQ), reported lower adjusted net earnings from operations for the third quarter compared to a year earlier amid plunging natural gas prices in North America and lower international crude oil prices. Canadian Naturalsaidon Thursday that its adjusted net earnings from operations for the third quarter stood at US$1.5 billion (C$2.1 billion), down compared with US$2 billion (C$2.85 billion) for the third quarter of 2023. The oil and gas producer attributed the decline to lower crude oil and NGLs sales volumes and netbacks in North America, lower natural gas pricing in North America, and lower realized prices for its synthetic crude from the oil sands production. Natural gas prices in Canada and the United States continued to decline as a result of high storage levels in 2024, the company’s management said in the discussion of the third-quarter results. Third-quarter natural gas production dropped by 5% year-over-year, while the realized natural gas price slumped by 56%. Crude oil and NGL realized prices fell by 10%, while realized sales prices from the oil sands production fell by 7% in the third quarter from a year earlier. “Although inflationary pressures are easing, the Company has experienced and may continue to experience inflationary pressures on its operating and capital expenditures in addition to higher than normal fluctuations in commodity prices and interest rates,” Canadian Natural Resources said. Due to low natural gas prices, Canadian Natural now targets to drill a total of 74 net natural gas wells in 2024. This number will be 17 fewer wells than targeted in the original 2024 budget, the companysaid. After the Q3 reporting period ended, Canadian Natural agreed in early October to buy oil sands and shale assets in Canada from U.S. supermajor Chevron in a$6.5 billioncash deal. By Charles Kennedy for Oilprice.com | Previous Post Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Next Post Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices Charles is a writer for Oilprice.com More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 09:29", + "author": "Charles Kennedy", + "author_bio": "Charles is a writer for Oilprice.com", + "contributor_since": "29 Sep 2011", + "other_articles": [ + { + "heading": "Record Shale Production Helps ConocoPhillips Beat Profit Estimates", + "excerpt": "ConocoPhillips (NYSE: COP) is raising its ordinary dividend and share buyback program as its third-quarter earnings beat market expectations on the back of higher total…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Rosneft to Resume Output at Idled Black Sea Refinery in November", + "excerpt": "Rosneft plans to resume crude processing at its Tuapse oil refinery on Russia’s Black Sea coast in November, after idling it for a month because…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall", + "excerpt": "Canada’s largest oil and gas producer, Canadian Natural Resources (NYSE: CNQ), reported lower adjusted net earnings from operations for the third quarter compared to a…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exelon Reports 80% Surge in Data Center Power Supply Deals", + "excerpt": "Exelon has seen an 80% increase in power supply deals coming from data enter operators in the latest sign that the IT industry is driving…", + "keywords": [ + "supply" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "excerpt": "Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the…", + "keywords": [ + "investment", + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Investment Giants Form $50-Billion AI and Power Partnership", + "excerpt": "Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a $50 billion strategic partnership to invest in data centers and power…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "excerpt": "Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "Chinese Oil Major to Explore Iraqi Field", + "excerpt": "China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today. The deposit, Block 7, will be…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "TotalEnergies to Produce More Gas Condensate Offshore Denmark", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "Phillips 66 Beats Analyst Estimates Despite Earnings Dip in Q3", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "UK Offshore Oil Platform Halted Due to Gas Compressor Issue", + "excerpt": "Production via the Triton Floating Production Storage & Offloading (FPSO) vessel in the UK North Sea has been halted due to a problem with the…", + "keywords": [ + "production" + ], + "published_date": "29 October 2024" + }, + { + "heading": "UAE’s Renewable Energy Giant Pushes Back Green Hydrogen Targets", + "excerpt": "Masdar, the clean energy giant of the United Arab Emirates (UAE), has pushed back its target to reach 1 million tons per year of green…", + "keywords": [ + "energy" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Profit at India’s Top Refiner Slumps by 99% Due to Weak Margins", + "excerpt": "IndianOil, the biggest refiner in India, reported on Monday a net profit tumbling by 98.6% in the quarter to September from a year ago amid…", + "keywords": [ + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Average U.S. Gasoline Price Set to Drop Below $3 for the First Time Since 2021", + "excerpt": "The U.S. national average price of gasoline is set to soon fall below $3 per gallon for the first time since 2021, amid lower seasonal…", + "keywords": [ + "price" + ], + "published_date": "28 October 2024" + }, + { + "heading": "FERC Grants Exxon and Qatar Three-Year Extension to Build Golden Pass LNG", + "excerpt": "The U.S. Federal Energy Regulatory Commission has granted a three-year extension to ExxonMobil and QatarEnergy to build their $10-billion Golden Pass LNG export plant in…", + "keywords": [ + "energy" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Cepsa: Windfall Tax Would Delay Its $3.3-Billion Hydrogen Plan", + "excerpt": "Cepsa, Spain’s second-largest oil company, will delay its $3.25 billion (3 billion euros) investment into domestic green hydrogen projects if Spain makes the windfall tax…", + "keywords": [ + "oil", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "South Africa Seeks Loan Guarantees for Energy Transition Funding", + "excerpt": "South Africa is currently negotiating loan guarantees with its international partners in its $9.3-billion Just Energy Transition Partnership (JETP) program for energy investment. The International…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Saudi Oil Export Revenues Hit Three-Year Low as Prices Decline", + "excerpt": "Lower crude oil prices dragged Saudi Arabia’s oil export revenues to the lowest level in more than three years in August, amid underwhelming oil demand…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Tesla Stock Soars After Q3 Earnings Beat", + "excerpt": "Tesla (NASDAQ: TSLA) saw its shares jump by 20% after hours on Wednesday and another 14% in pre-market trade on Thursday after reporting earnings for…", + "keywords": [], + "published_date": "24 October 2024" + }, + { + "heading": "Oil Refining Giant Valero Tops Estimates Despite Q3 Profit Plunge", + "excerpt": "One of the biggest U.S. refiners, Valero Energy (NYSE: VLO), beat Wall Street estimates even as it reported a widely expected plunge in its third-quarter…", + "keywords": [ + "energy" + ], + "published_date": "24 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "profit", + 4 + ], + [ + "gas", + 4 + ], + [ + "revenue", + 4 + ], + [ + "production", + 3 + ], + [ + "price", + 3 + ], + [ + "investment", + 3 + ], + [ + "decline", + 1 + ] + ] + }, + { + "headline": "Aston Martin's Pre-Tax Losses Plummet by 90% in Q3", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Aston-Martins-Pre-Tax-Losses-Plummet-by-90-in-Q3.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating While ceasefire are set to… City A.M CityAM.com is the online presence of City A.M., London's first free daily business newspaper. Both platforms cover financial and business news as well as sport and… More Info Aston Martin's pre-tax loss was 90 percent lower during its latest financial period, boosted by a rise in wholesale volumes. The Warwickshire-headquartered luxury car maker has reported a pre-tax loss of £12.2m for its third quarter, down from the £117.6m loss it posted during the same three-month period in 2022. New figuresfiled with the London Stock Exchange also show that Aston Martin’s revenue increased by eight percent to £391.6m over the same period. In a statement, the company said that it has been battling supply chain disruption and weakness in the key Chinese market. Wholesale volumes for the carmaker were 1,641 for the period ending September 30, up 14 percent year-on-year. However, total wholesale volumes for the year-to-date are 17 percent down on 2023, standing at 3,639. Chief executive Adrian Hallmark said: “Having only joined Aston Martin in September, I can already clearly see growth opportunities for the company as we bring incredible products to market and deliver on our vision to be the world’s most desirable, ultra-luxury British performance brand. “We recently launched Vanquish, successfully completing the most diverse, dynamic and desirable portfolio in the luxury segment. “Recent media reviews of our V12 flagship highlights the strength of Aston Martin’s products, which now truly align with our ultra-luxury high performance strategy. “Long-term value creation and sustainable growth are key priorities as we look forward to Q4 2024 and beyond. “We will deliver our fully reinvigorated portfolio to market efficiently and maximise the considerable commercial potential, including greater personalisation opportunities, to further strengthen the order book. “In addition, we will drive profitability through a forensic approach to cost management and unrelenting focus on quality with a more balanced delivery profile in the future for our full range of new core models. “Improved financial and operational performance in Q3 2024, demonstrates our strategy’s effectiveness. “We are on track to meet our revised full year 2024 guidance, which reflects the necessary action taken in September to adjust our production volumes given supplier disruption, which we are proactively managing, and the weak macroeconomic environment in China.” By City AM | Previous Post Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices Next Post Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices CityAM.com is the online presence of City A.M., London's first free daily business newspaper. Both platforms cover financial and business news as well as sport and… More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 08:37", + "author": "City A.M", + "author_bio": "CityAM.comis the online presence of City A.M., London's first free daily business newspaper. Both platforms cover financial and business news as well as sport and contemporary lifestyle.", + "contributor_since": "07 Oct 2016", + "other_articles": [ + { + "heading": "Aston Martin's Pre-Tax Losses Plummet by 90% in Q3", + "excerpt": "Aston Martin's pre-tax loss was 90 percent lower during its latest financial period, boosted by a rise in wholesale volumes. The Warwickshire-headquartered luxury car maker…", + "keywords": [ + "rise", + "loss" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Eurozone Economy Exceeds Expectations with Strong Q3 Growth", + "excerpt": "The eurozone grew twice as fast as economists expected in the third quarter, new figures show, as Germany managed to skirt a recession. New ‘flash’…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "Small Nuclear Reactors to Power Czech Republic's Green Energy Shift", + "excerpt": "Rolls-Royce has sold a minority stake in its small nuclear reactor division to Czech power company CEZ. The Derby-headquartered giant has handed a 20 per…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "BP and Shell Brace for Profit Drop", + "excerpt": "BP and Shell are expected to post lower profits this week as the supermajors grapple with weak oil prices and a global slowdown in demand.…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Gold Supply and Demand Imbalance Fuels Price Surge", + "excerpt": "Gold prices surged to an all-time high of $2,730 (£2,093) this morning as investors sought safe-haven assets amid rising geopolitical tensions. This means that the…", + "keywords": [], + "published_date": "21 October 2024" + }, + { + "heading": "UK Accelerates Energy 'Skills Passport' for Renewable Transition", + "excerpt": "The energy secretary will speed up oil and gas workers being able to transition to jobs in the renewable energy industry via a “skills passport”…", + "keywords": [ + "energy", + "oil", + "gas" + ], + "published_date": "18 October 2024" + }, + { + "heading": "Barclays Pushes UK Government to Prioritize the Energy Transition", + "excerpt": "Barclays has urged the UK government to prioritise three core actions to accelerate its transition and green finance efforts. As part of a report released…", + "keywords": [], + "published_date": "17 October 2024" + }, + { + "heading": "The UK’s £21.7 Billion Carbon Capture Gamble", + "excerpt": "The government confirmed this month the funding for the UK’s first carbon capture sites. The technology, it is claimed, captures CO2 emissions before they reach…", + "keywords": [], + "published_date": "16 October 2024" + }, + { + "heading": "UK Government \"Absolutely Ready to Engage\" With Musk", + "excerpt": "Technology Secretary Peter Kyle has suggested that Elon Musk was not invited to the government’s international investment summit due to his tendency to avoid such…", + "keywords": [ + "investment" + ], + "published_date": "14 October 2024" + }, + { + "heading": "Banking Giants Claim It Is Time to Invest in Britain", + "excerpt": "Bosses at five of the world’s biggest banks, along with a host of insurers, private equity firms and tech giants, have backed a push to…", + "keywords": [], + "published_date": "14 October 2024" + }, + { + "heading": "Aston Martin's Production Targets Slashed, Short Sellers Pounce", + "excerpt": "Short sellers are circling Aston Martin after the iconic marque issued a profit warning last month and said it would produce around 1,000 less cars…", + "keywords": [ + "profit" + ], + "published_date": "10 October 2024" + }, + { + "heading": "Rio Tinto Expands into Lithium Market with $6.7 Billion Acquisition", + "excerpt": "Rio Tinto is set to acquire the chemical producer Arcadium Lithium in a $6.7bn (£5.12bn) deal. The multinational mining behemoth announced the all-cash transaction this…", + "keywords": [], + "published_date": "09 October 2024" + }, + { + "heading": "3i Infrastructure to Divest Stake in French Green Energy Firm", + "excerpt": "FTSE 250 investment trust 3i Infrastructure is poised to sell its stake in French independent green energy operator Valorem in a deal worth around €309m…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "07 October 2024" + }, + { + "heading": "Net Zero by 2050: UK's Carbon Capture Push Gets £22 Billion Boost", + "excerpt": "The UK is set to invest almost £22bn over 25 years in carbon capture and storage schemes, Sir Keir Starmer is to announce ahead of…", + "keywords": [], + "published_date": "04 October 2024" + }, + { + "heading": "Beyond Coal: The Future of UK's Electricity Supply", + "excerpt": "A quiet revolution occurred in the very earliest moments of this morning, probably while you were asleep. You went to bed in one sort of…", + "keywords": [], + "published_date": "03 October 2024" + }, + { + "heading": "FTSE 100 Outperforms Global Indices as Defense and Energy Stocks Rally", + "excerpt": "London markets made gains on Wednesday morning after an unprecedented missile attack on Israel by Iran that sent oil prices higher and shook global stocks.…", + "keywords": [ + "oil" + ], + "published_date": "02 October 2024" + }, + { + "heading": "Falling Energy Prices Drive Eurozone Inflation Below 2% Goal", + "excerpt": "Eurozone inflation fell below the two per cent target for the first time since mid-2021, paving the way for the European Central Bank (ECB) to…", + "keywords": [], + "published_date": "01 October 2024" + }, + { + "heading": "UK Car Factories Gear Up for Electric Shift", + "excerpt": "Car production fell last month, continuing a trend seen across the year, new figures show. The number of cars built in UK factories was 8.4…", + "keywords": [ + "production" + ], + "published_date": "27 September 2024" + }, + { + "heading": "UK Says Goodbye to Coal", + "excerpt": "The UK’s last remaining coal-fired power station is to shut at the end of September, drawing to a close Britain’s 142-year reliance on the fossil…", + "keywords": [], + "published_date": "26 September 2024" + }, + { + "heading": "Will China’s New Stimulus Package Be Enough?", + "excerpt": "China has unveiled its largest set of economic stimulus measures since the pandemic in an attempt to kickstart growth in the world’s second largest economy.…", + "keywords": [ + "economy" + ], + "published_date": "24 September 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "rise", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "revenue", + 4 + ], + [ + "production", + 3 + ], + [ + "investment", + 3 + ], + [ + "loss", + 2 + ], + [ + "supply", + 2 + ] + ] + }, + { + "headline": "Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Cheniere-Energy-Q3-Earnings-Dip-on-Lower-LNG-and-Gas-Prices.html", + "content": "Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Rolls-Royce sells a minority stake… Tsvetana Paraskova Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info The biggest U.S. LNG exporter, Cheniere Energy Inc (NYSE: LNG), reported on Thursday a decline in third-quarter revenues and profits amid decreased market volatility and lower international LNG and natural gas prices. Cheniere Energybooked$3.763 billion in total revenues for Q3, down from $4.159 billion for the same period last year. LNG revenues dropped to $3.554 billion from $3.974 billion, amid “significant declines of historic volatility in international gas prices and moderated and sustained spot prices in the current periods relative to the same periods of 2023,” the company said in an SEC filing. Net income attributable to Cheniere nearly halved to $893 million, down from $1.7 billion a year earlier. The company attributed the decline to lower sales volumes under short-term agreements as a higher proportion of its LNG was sold under long-term contracts. The drop in revenues was the result of declining international LNG and gas prices and a reduction of volumes sold under short-term agreements as a result of additional long-term agreements commencing after the third quarter of 2023, Cheniere Energy said. Part of the decline was attributable to decliningHenry Hub pricing, the U.S. natural gas benchmark, to which the majority of Cheniere’s long-term LNG sales contracts are indexed. Lower LNG and natural gas prices, as well as lower margins for delivered LNG cargoes, have beenweighingon Cheniere’s earnings this year. The company, however, is upbeat about long-term LNG demand, especially in Asia, which is the key growth driver of LNG consumption globally. Chinese demand for natural gasis set to jumpby more than 50% by 2040, from 400 billion cubic meters (bcm) now to more than 600 bcm, Yingying Zhou, director of LNG origination at Cheniere, said last week. Cheniere expects China to become the world’s first market with 100 million tons of LNG demand very soon. LNG will represent about 25%-30% of China’s total natural gas demand, the executive added. China, which has surpassed Japan in recent years to become the world’s largest LNG importer, will be a key growth driver of global LNG demand growth, industry analysts and major LNG traders say. By Tsvetana Paraskova for Oilprice.com | Previous Post TotalEnergies Misses Profit Forecast on Weak Refining and Low Oil Prices Next Post Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 08:33", + "author": "Tsvetana Paraskova", + "author_bio": "Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews.", + "contributor_since": "13 Jul 2016", + "other_articles": [ + { + "heading": "The U.S. LNG Export Boom Faces Challenges", + "excerpt": "The U.S. LNG export industry has recently hit several stumbling blocks. And who will be America’s president in the next four years may not even…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Panama Canal Bets on Asian Demand to Boost Flailing LNG Traffic", + "excerpt": "After a year of traffic restrictions and upended global trade flows due to geopolitical shifts, the Panama Canal – the fastest route for American LNG…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices", + "excerpt": "The biggest U.S. LNG exporter, Cheniere Energy Inc (NYSE: LNG), reported on Thursday a decline in third-quarter revenues and profits amid decreased market volatility and…", + "keywords": [ + "energy", + "decline" + ], + "published_date": "31 October 2024" + }, + { + "heading": "TotalEnergies Misses Profit Forecast on Weak Refining and Low Oil Prices", + "excerpt": "Weak refining margins, lower LNG production, and declining oil prices weighed on the third-quarter earnings of TotalEnergies (NYSE: TTE), which came below expectations. TotalEnergies reported…", + "keywords": [ + "oil", + "production" + ], + "published_date": "31 October 2024" + }, + { + "heading": "IMF Cuts Middle East Growth Outlook on Oil Output Cuts and Conflicts", + "excerpt": "Economic growth in the Middle East and North Africa is expected to remain sluggish at 2.1% this year, amid ongoing conflicts and prolonged OPEC+ oil…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Shell Beats Expectations as Strong Gas Sales Offset Weak Refining", + "excerpt": "Shell (NYSE: SHEL) reported on Thursday better-than-expected earnings for the third quarter on the back of strong performance in its gas division which offset weak…", + "keywords": [ + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "The West Needs Incentives to Cut Russian Nuclear Fuel Dependence", + "excerpt": "The Western countries will need additional incentives and sanctions on Russia to reduce their dependence on the Russian supply of nuclear fuel, according to French…", + "keywords": [ + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Gazprom Unit Sues Industrial Gases Giant Linde for $884 Million", + "excerpt": "A unit of Russian gas giant Gazprom is suing Linde, the world’s largest industrial gases company, in an $884 million (85.7 billion Russian rubles) claim…", + "keywords": [ + "gas" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Ukraine and Russia Discuss Halting Attacks on Energy Sites", + "excerpt": "Russia and Ukraine are in the very early stages of Qatar-mediated talks about halting attacks on each other’s energy facilities and infrastructure, the Financial Times…", + "keywords": [ + "energy" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Lukoil’s Trading Arm Looks to Revive U.S. Business", + "excerpt": "Litasco, the international oil trading and shipping firm owned by Russian oil company Lukoil, is looking to rebuild its business in the Americas by arranging…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Saudi Arabia Vows to Maintain Its Status as an Oil Giant", + "excerpt": "As Saudi Arabia prepares to tender 44 gigawatts (GW) of renewable energy projects, it will continue to maintain its oil-producing potential to ensure global energy…", + "keywords": [ + "energy", + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Nigeria Discusses Crude and Fuel Supply with Africa’s Top Refinery", + "excerpt": "Aliko Dangote, Africa’s richest person and the owner of the continent’s newest and biggest refinery, is discussing crude supply to the refinery and fuel supply…", + "keywords": [ + "supply" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Austria’s OMV Profit Slumps on Weak Oil Trading and Refining", + "excerpt": "Austrian energy company OMV reported a lower-than-expected net profit for the third quarter as stronger chemicals sales and margins could not fully offset weaker oil…", + "keywords": [ + "energy", + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "BP Earnings Top Forecasts Despite Weaker Oil Prices and Refining", + "excerpt": "BP (NYSE: BP) booked third-quarter earnings above analyst expectations, although the profit was lower from a year earlier and the second quarter amid weaker oil…", + "keywords": [ + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Hydrogen Stocks Crash as Hype Faces Reality Check", + "excerpt": "The low-carbon hydrogen hype has begun to fade in recent months as companies and investors realize that their ambitions face the reality of costly projects…", + "keywords": [], + "published_date": "28 October 2024" + }, + { + "heading": "Oman’s Oil Exploration Firm Plunges After Record $2-Billion IPO", + "excerpt": "After a record $2-billion initial public offering, OQ Exploration and Production Company (OQEP), Oman’s wholly-state-owned upstream oil and gas operator, fell by more than 8%…", + "keywords": [ + "oil", + "gas", + "production" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China’s Oil Giant CNOOC Books Record Q3 Profit as Production Jumps", + "excerpt": "Despite lower international oil prices, Chinese state-held oil and gas giant CNOOC reported on Monday its highest-ever profit for the third quarter, on the back…", + "keywords": [ + "oil", + "gas", + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "PetroChina Set to Close Its Biggest Refinery in 2025", + "excerpt": "State oil giant PetroChina plans to shut its largest Chinese refinery in 2025 after years of considering moving the processing to a smaller site, anonymous…", + "keywords": [ + "oil" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China Ramps Up Coal Power as Energy Demand Surges", + "excerpt": "Although the share of coal in China’s electricity generation has been declining in recent years with the renewables boom, Chinese coal power generation and demand…", + "keywords": [ + "demand" + ], + "published_date": "27 October 2024" + }, + { + "heading": "EU and China Continue Talks on EV Tariffs Alternative", + "excerpt": "The European Union and China agreed on Friday to continue discussions on a possible alternative to the EU import tariffs on China-made electric vehicles, a…", + "keywords": [], + "published_date": "25 October 2024" + } + ], + "keywords": [ + [ + "energy", + 5 + ], + [ + "oil", + 5 + ], + [ + "gas", + 4 + ], + [ + "profit", + 4 + ], + [ + "investment", + 3 + ], + [ + "demand", + 2 + ], + [ + "decline", + 1 + ] + ] + }, + { + "headline": "TotalEnergies Misses Profit Forecast on Weak Refining and Low Oil Prices", + "link": "https://oilprice.com/Latest-Energy-News/World-News/TotalEnergies-Misses-Profit-Forecast-on-Weak-Refining-and-Low-Oil-Prices.html", + "content": "Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Egypt, a major energy player… Tsvetana Paraskova Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info Weak refining margins, lower LNG production, and declining oil prices weighed on the third-quarter earnings of TotalEnergies (NYSE: TTE), which came below expectations. TotalEnergiesreportedon Thursday an adjusted net income of $4.1 billion for the third quarter, down by 13% from the second quarter, and down from $6.45 billion a year earlier. The earnings, TotalEnergies’s lowest quarterly profit in three years, missed the analyst estimate of $4.27 billion. After the results were published, TotalEnergies shares slumped by 2.5% in Paris and its New York-listed shares were down by 1.5% in pre-market trade. Weak refining margins dented the French supermajor’s earnings. Lower oil prices and unplanned production outages in Libya and the Ichtys LNG project in Australia combined with the weakening downstream business to drag profits below analyst forecasts. The company’s oil and gas production averaged 2.409 million barrels of oil equivalent per day (boepd) in the third quarter 2024, down by 1% quarter-to-quarter, as unplanned shutdowns in Ichthys LNG and security-related disruptions in Libya couldn’t fully offset the ramp-up at the Mero 2 project in Brazil. TotalEnergies had alreadyflaggedweak refining margins as the key drivers of expected lower third-quarter results. The other European supermajors, BP and Shell, have also warned of the weaker refining environment, but they bothbeat analyst estimateswhen they reported Q3 earnings this week. At TotalEnergies, the “very sharp decrease in refining margins in Europe (-66% quarter-to-quarter) and in the Rest of the World”, dragged down the downstream division’s adjusted net operating income and cash flow by around 40% quarter-over-quarter, CEO Patrick Pouyanné said. Marketing and trading activities partly compensated for the very sharp decline in refining, the executive added. Despite the drop in earnings, TotalEnergies is keeping its pace of share buybacks, announcing repurchases of $2 billion in the fourth quarter of 2024, in line with its target to reach a total of $8 billion buybacks throughout the year. The supermajor also confirmed its net investment guidance of $17 billion-$18 billion in 2024. By Tsvetana Paraskova for Oilprice.com | Previous Post IMF Cuts Middle East Growth Outlook on Oil Output Cuts and Conflicts Next Post Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 08:28", + "author": "Tsvetana Paraskova", + "author_bio": "Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews.", + "contributor_since": "13 Jul 2016", + "other_articles": [ + { + "heading": "The U.S. LNG Export Boom Faces Challenges", + "excerpt": "The U.S. LNG export industry has recently hit several stumbling blocks. And who will be America’s president in the next four years may not even…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Panama Canal Bets on Asian Demand to Boost Flailing LNG Traffic", + "excerpt": "After a year of traffic restrictions and upended global trade flows due to geopolitical shifts, the Panama Canal – the fastest route for American LNG…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices", + "excerpt": "The biggest U.S. LNG exporter, Cheniere Energy Inc (NYSE: LNG), reported on Thursday a decline in third-quarter revenues and profits amid decreased market volatility and…", + "keywords": [ + "energy", + "decline" + ], + "published_date": "31 October 2024" + }, + { + "heading": "TotalEnergies Misses Profit Forecast on Weak Refining and Low Oil Prices", + "excerpt": "Weak refining margins, lower LNG production, and declining oil prices weighed on the third-quarter earnings of TotalEnergies (NYSE: TTE), which came below expectations. TotalEnergies reported…", + "keywords": [ + "oil", + "production" + ], + "published_date": "31 October 2024" + }, + { + "heading": "IMF Cuts Middle East Growth Outlook on Oil Output Cuts and Conflicts", + "excerpt": "Economic growth in the Middle East and North Africa is expected to remain sluggish at 2.1% this year, amid ongoing conflicts and prolonged OPEC+ oil…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Shell Beats Expectations as Strong Gas Sales Offset Weak Refining", + "excerpt": "Shell (NYSE: SHEL) reported on Thursday better-than-expected earnings for the third quarter on the back of strong performance in its gas division which offset weak…", + "keywords": [ + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "The West Needs Incentives to Cut Russian Nuclear Fuel Dependence", + "excerpt": "The Western countries will need additional incentives and sanctions on Russia to reduce their dependence on the Russian supply of nuclear fuel, according to French…", + "keywords": [ + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Gazprom Unit Sues Industrial Gases Giant Linde for $884 Million", + "excerpt": "A unit of Russian gas giant Gazprom is suing Linde, the world’s largest industrial gases company, in an $884 million (85.7 billion Russian rubles) claim…", + "keywords": [ + "gas" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Ukraine and Russia Discuss Halting Attacks on Energy Sites", + "excerpt": "Russia and Ukraine are in the very early stages of Qatar-mediated talks about halting attacks on each other’s energy facilities and infrastructure, the Financial Times…", + "keywords": [ + "energy" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Lukoil’s Trading Arm Looks to Revive U.S. Business", + "excerpt": "Litasco, the international oil trading and shipping firm owned by Russian oil company Lukoil, is looking to rebuild its business in the Americas by arranging…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Saudi Arabia Vows to Maintain Its Status as an Oil Giant", + "excerpt": "As Saudi Arabia prepares to tender 44 gigawatts (GW) of renewable energy projects, it will continue to maintain its oil-producing potential to ensure global energy…", + "keywords": [ + "energy", + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Nigeria Discusses Crude and Fuel Supply with Africa’s Top Refinery", + "excerpt": "Aliko Dangote, Africa’s richest person and the owner of the continent’s newest and biggest refinery, is discussing crude supply to the refinery and fuel supply…", + "keywords": [ + "supply" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Austria’s OMV Profit Slumps on Weak Oil Trading and Refining", + "excerpt": "Austrian energy company OMV reported a lower-than-expected net profit for the third quarter as stronger chemicals sales and margins could not fully offset weaker oil…", + "keywords": [ + "energy", + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "BP Earnings Top Forecasts Despite Weaker Oil Prices and Refining", + "excerpt": "BP (NYSE: BP) booked third-quarter earnings above analyst expectations, although the profit was lower from a year earlier and the second quarter amid weaker oil…", + "keywords": [ + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Hydrogen Stocks Crash as Hype Faces Reality Check", + "excerpt": "The low-carbon hydrogen hype has begun to fade in recent months as companies and investors realize that their ambitions face the reality of costly projects…", + "keywords": [], + "published_date": "28 October 2024" + }, + { + "heading": "Oman’s Oil Exploration Firm Plunges After Record $2-Billion IPO", + "excerpt": "After a record $2-billion initial public offering, OQ Exploration and Production Company (OQEP), Oman’s wholly-state-owned upstream oil and gas operator, fell by more than 8%…", + "keywords": [ + "oil", + "gas", + "production" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China’s Oil Giant CNOOC Books Record Q3 Profit as Production Jumps", + "excerpt": "Despite lower international oil prices, Chinese state-held oil and gas giant CNOOC reported on Monday its highest-ever profit for the third quarter, on the back…", + "keywords": [ + "oil", + "gas", + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "PetroChina Set to Close Its Biggest Refinery in 2025", + "excerpt": "State oil giant PetroChina plans to shut its largest Chinese refinery in 2025 after years of considering moving the processing to a smaller site, anonymous…", + "keywords": [ + "oil" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China Ramps Up Coal Power as Energy Demand Surges", + "excerpt": "Although the share of coal in China’s electricity generation has been declining in recent years with the renewables boom, Chinese coal power generation and demand…", + "keywords": [ + "demand" + ], + "published_date": "27 October 2024" + }, + { + "heading": "EU and China Continue Talks on EV Tariffs Alternative", + "excerpt": "The European Union and China agreed on Friday to continue discussions on a possible alternative to the EU import tariffs on China-made electric vehicles, a…", + "keywords": [], + "published_date": "25 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "profit", + 4 + ], + [ + "gas", + 4 + ], + [ + "production", + 3 + ], + [ + "investment", + 3 + ], + [ + "decline", + 1 + ] + ] + }, + { + "headline": "IMF Cuts Middle East Growth Outlook on Oil Output Cuts and Conflicts", + "link": "https://oilprice.com/Latest-Energy-News/World-News/IMF-Cuts-Middle-East-Growth-Outlook-on-Oil-Output-Cuts-and-Conflicts.html", + "content": "Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Egypt, a major energy player… Tsvetana Paraskova Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info Economic growth in the Middle East and North Africa is expected to remain sluggish at 2.1% this year, amid ongoing conflicts and prolonged OPEC+ oil production cuts, the International Monetary Fund (IMF)saidon Thursday, slashing its GDP growth view by 0.6 percentage point compared to an April forecast. High uncertainty over economic growth in the MENA region in the near and medium term persists, with key risks including escalating conflicts, increased geo-economic fragmentation, and commodity price volatility, the IMF said in its latest regional report on the Middle East and Central Asia. The MENA region’s economic growth is expected to rebound next year, with GDP growth seen at 4%, slightly lower compared to the forecast from the previous regional outlook in April. However, the rebound in economic growth next year is conditional on OPEC+ reversing its oil production cuts and easing headwinds for economies in the region, including those from conflicts, the IMF noted. “MENA oil exporters have navigated the global landscape well, but the twin surpluses that helped cushion recent shocks have started to narrow amid ambitious investment strategies and falling oil revenues,” the fund’s analysts wrote. Among the region’s oil exporters, economic growth is forecast to strengthen to 2.3% this year, up from 1.7% in 2023, and further to 4% next year. However, the IMF has now revised down its near-term outlook for 2024 and 2025 by 0.6 and 0.4 percentage points, respectively, from the April forecast, mainly reflecting the extension of voluntary oil production cuts in most GCC countries, Algeria, and Iraq. “Moreover, growth is forecast to moderate to 3 percent over the medium term, as the non-oil sector only gradually generates momentum,” the IMF said. OPEC+ currently plans to begin reversing the oil production cuts in December and have these reversed in full by September 2025. However, weaker oil demand and lower oil priceshave raised questionsabout whether the alliance would go through with this plan. By Tsvetana Paraskova for Oilprice.com | Previous Post Shell Beats Expectations as Strong Gas Sales Offset Weak Refining Next Post TotalEnergies Misses Profit Forecast on Weak Refining and Low Oil Prices Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 07:00", + "author": "Tsvetana Paraskova", + "author_bio": "Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews.", + "contributor_since": "13 Jul 2016", + "other_articles": [ + { + "heading": "The U.S. LNG Export Boom Faces Challenges", + "excerpt": "The U.S. LNG export industry has recently hit several stumbling blocks. And who will be America’s president in the next four years may not even…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Panama Canal Bets on Asian Demand to Boost Flailing LNG Traffic", + "excerpt": "After a year of traffic restrictions and upended global trade flows due to geopolitical shifts, the Panama Canal – the fastest route for American LNG…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices", + "excerpt": "The biggest U.S. LNG exporter, Cheniere Energy Inc (NYSE: LNG), reported on Thursday a decline in third-quarter revenues and profits amid decreased market volatility and…", + "keywords": [ + "energy", + "decline" + ], + "published_date": "31 October 2024" + }, + { + "heading": "TotalEnergies Misses Profit Forecast on Weak Refining and Low Oil Prices", + "excerpt": "Weak refining margins, lower LNG production, and declining oil prices weighed on the third-quarter earnings of TotalEnergies (NYSE: TTE), which came below expectations. TotalEnergies reported…", + "keywords": [ + "oil", + "production" + ], + "published_date": "31 October 2024" + }, + { + "heading": "IMF Cuts Middle East Growth Outlook on Oil Output Cuts and Conflicts", + "excerpt": "Economic growth in the Middle East and North Africa is expected to remain sluggish at 2.1% this year, amid ongoing conflicts and prolonged OPEC+ oil…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Shell Beats Expectations as Strong Gas Sales Offset Weak Refining", + "excerpt": "Shell (NYSE: SHEL) reported on Thursday better-than-expected earnings for the third quarter on the back of strong performance in its gas division which offset weak…", + "keywords": [ + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "The West Needs Incentives to Cut Russian Nuclear Fuel Dependence", + "excerpt": "The Western countries will need additional incentives and sanctions on Russia to reduce their dependence on the Russian supply of nuclear fuel, according to French…", + "keywords": [ + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Gazprom Unit Sues Industrial Gases Giant Linde for $884 Million", + "excerpt": "A unit of Russian gas giant Gazprom is suing Linde, the world’s largest industrial gases company, in an $884 million (85.7 billion Russian rubles) claim…", + "keywords": [ + "gas" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Ukraine and Russia Discuss Halting Attacks on Energy Sites", + "excerpt": "Russia and Ukraine are in the very early stages of Qatar-mediated talks about halting attacks on each other’s energy facilities and infrastructure, the Financial Times…", + "keywords": [ + "energy" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Lukoil’s Trading Arm Looks to Revive U.S. Business", + "excerpt": "Litasco, the international oil trading and shipping firm owned by Russian oil company Lukoil, is looking to rebuild its business in the Americas by arranging…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Saudi Arabia Vows to Maintain Its Status as an Oil Giant", + "excerpt": "As Saudi Arabia prepares to tender 44 gigawatts (GW) of renewable energy projects, it will continue to maintain its oil-producing potential to ensure global energy…", + "keywords": [ + "energy", + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Nigeria Discusses Crude and Fuel Supply with Africa’s Top Refinery", + "excerpt": "Aliko Dangote, Africa’s richest person and the owner of the continent’s newest and biggest refinery, is discussing crude supply to the refinery and fuel supply…", + "keywords": [ + "supply" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Austria’s OMV Profit Slumps on Weak Oil Trading and Refining", + "excerpt": "Austrian energy company OMV reported a lower-than-expected net profit for the third quarter as stronger chemicals sales and margins could not fully offset weaker oil…", + "keywords": [ + "energy", + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "BP Earnings Top Forecasts Despite Weaker Oil Prices and Refining", + "excerpt": "BP (NYSE: BP) booked third-quarter earnings above analyst expectations, although the profit was lower from a year earlier and the second quarter amid weaker oil…", + "keywords": [ + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Hydrogen Stocks Crash as Hype Faces Reality Check", + "excerpt": "The low-carbon hydrogen hype has begun to fade in recent months as companies and investors realize that their ambitions face the reality of costly projects…", + "keywords": [], + "published_date": "28 October 2024" + }, + { + "heading": "Oman’s Oil Exploration Firm Plunges After Record $2-Billion IPO", + "excerpt": "After a record $2-billion initial public offering, OQ Exploration and Production Company (OQEP), Oman’s wholly-state-owned upstream oil and gas operator, fell by more than 8%…", + "keywords": [ + "oil", + "gas", + "production" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China’s Oil Giant CNOOC Books Record Q3 Profit as Production Jumps", + "excerpt": "Despite lower international oil prices, Chinese state-held oil and gas giant CNOOC reported on Monday its highest-ever profit for the third quarter, on the back…", + "keywords": [ + "oil", + "gas", + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "PetroChina Set to Close Its Biggest Refinery in 2025", + "excerpt": "State oil giant PetroChina plans to shut its largest Chinese refinery in 2025 after years of considering moving the processing to a smaller site, anonymous…", + "keywords": [ + "oil" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China Ramps Up Coal Power as Energy Demand Surges", + "excerpt": "Although the share of coal in China’s electricity generation has been declining in recent years with the renewables boom, Chinese coal power generation and demand…", + "keywords": [ + "demand" + ], + "published_date": "27 October 2024" + }, + { + "heading": "EU and China Continue Talks on EV Tariffs Alternative", + "excerpt": "The European Union and China agreed on Friday to continue discussions on a possible alternative to the EU import tariffs on China-made electric vehicles, a…", + "keywords": [], + "published_date": "25 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "profit", + 4 + ], + [ + "production", + 3 + ], + [ + "price", + 3 + ], + [ + "investment", + 3 + ], + [ + "demand", + 2 + ] + ] + }, + { + "headline": "Shell Beats Expectations as Strong Gas Sales Offset Weak Refining", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Shell-Beats-Expectations-as-Strong-Gas-Sales-Offset-Weak-Refining.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating China's oil and steel sectors… Tsvetana Paraskova Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info Shell (NYSE: SHEL) reported on Thursday better-than-expected earnings for the third quarter on the back of strong performance in its gas division which offset weak refining margins in the downstream business. Despite the lower crude prices and weaker refining margins, Shellbookedadjusted earnings of $6.0 billion, ahead of the analyst consensus estimate of $5.4 billion, and only slightly below the $6.2-billion earnings for the same period of 2023. Shell warned earlier this month that it expects lower refining margins and a loss in its chemicals businessto weighon its third-quarter earnings. These could be offset or partly offset by higher LNG production volumes, Shell said in its third quarter update note. Higher LNG liquefaction volumes and sales boosted the earnings of the Integrated Gas division, the results of Shell, the world’s top LNG trader, showed today. Amid lower crude oil prices and refining margins in Q3, the consensus-beating earnings “reflect strong operational performance in Integrated Gas, Upstream and Marketing,” the supermajor said. In view of the Q3 results, Shell began a new $3.5 billion share buyback program, expected to be completed by the Q4 2024 results announcement. Over the last 4 quarters, total shareholder distributions paid were 43% of cash flow from operations (CFFO). “We continue to deliver more value with less emissions, whilst enhancing the resilience of our balance sheet. Today, we announce another $3.5 billion buyback programme for the next three months, making this the 12th consecutive quarter in which we have announced $3 billion or more in buybacks,” CEO Wael Sawan said. Following the release of the results, Shell’s stock rose by 1.5% at opening in London. Earlier this week, the other UK-based supermajor, BP (NYSE: BP), also booked third-quarter earningsabove analyst expectations, although the profit was lower from a year earlier and the second quarter amid weaker oil prices and low refining margins. Compared with the second quarter of 2024, the earnings reflect “weaker realized refining margins, a weak oil trading result and lower liquids realizations, partly offset by higher gas realizations,” BP said in astatement, adding that the gas marketing and trading result was “average”. By Tsvetana Paraskova for Oilprice.com | Previous Post Exelon Reports 80% Surge in Data Center Power Supply Deals Next Post IMF Cuts Middle East Growth Outlook on Oil Output Cuts and Conflicts Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 06:20", + "author": "Tsvetana Paraskova", + "author_bio": "Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews.", + "contributor_since": "13 Jul 2016", + "other_articles": [ + { + "heading": "The U.S. LNG Export Boom Faces Challenges", + "excerpt": "The U.S. LNG export industry has recently hit several stumbling blocks. And who will be America’s president in the next four years may not even…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Panama Canal Bets on Asian Demand to Boost Flailing LNG Traffic", + "excerpt": "After a year of traffic restrictions and upended global trade flows due to geopolitical shifts, the Panama Canal – the fastest route for American LNG…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices", + "excerpt": "The biggest U.S. LNG exporter, Cheniere Energy Inc (NYSE: LNG), reported on Thursday a decline in third-quarter revenues and profits amid decreased market volatility and…", + "keywords": [ + "energy", + "decline" + ], + "published_date": "31 October 2024" + }, + { + "heading": "TotalEnergies Misses Profit Forecast on Weak Refining and Low Oil Prices", + "excerpt": "Weak refining margins, lower LNG production, and declining oil prices weighed on the third-quarter earnings of TotalEnergies (NYSE: TTE), which came below expectations. TotalEnergies reported…", + "keywords": [ + "oil", + "production" + ], + "published_date": "31 October 2024" + }, + { + "heading": "IMF Cuts Middle East Growth Outlook on Oil Output Cuts and Conflicts", + "excerpt": "Economic growth in the Middle East and North Africa is expected to remain sluggish at 2.1% this year, amid ongoing conflicts and prolonged OPEC+ oil…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Shell Beats Expectations as Strong Gas Sales Offset Weak Refining", + "excerpt": "Shell (NYSE: SHEL) reported on Thursday better-than-expected earnings for the third quarter on the back of strong performance in its gas division which offset weak…", + "keywords": [ + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "The West Needs Incentives to Cut Russian Nuclear Fuel Dependence", + "excerpt": "The Western countries will need additional incentives and sanctions on Russia to reduce their dependence on the Russian supply of nuclear fuel, according to French…", + "keywords": [ + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Gazprom Unit Sues Industrial Gases Giant Linde for $884 Million", + "excerpt": "A unit of Russian gas giant Gazprom is suing Linde, the world’s largest industrial gases company, in an $884 million (85.7 billion Russian rubles) claim…", + "keywords": [ + "gas" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Ukraine and Russia Discuss Halting Attacks on Energy Sites", + "excerpt": "Russia and Ukraine are in the very early stages of Qatar-mediated talks about halting attacks on each other’s energy facilities and infrastructure, the Financial Times…", + "keywords": [ + "energy" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Lukoil’s Trading Arm Looks to Revive U.S. Business", + "excerpt": "Litasco, the international oil trading and shipping firm owned by Russian oil company Lukoil, is looking to rebuild its business in the Americas by arranging…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Saudi Arabia Vows to Maintain Its Status as an Oil Giant", + "excerpt": "As Saudi Arabia prepares to tender 44 gigawatts (GW) of renewable energy projects, it will continue to maintain its oil-producing potential to ensure global energy…", + "keywords": [ + "energy", + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Nigeria Discusses Crude and Fuel Supply with Africa’s Top Refinery", + "excerpt": "Aliko Dangote, Africa’s richest person and the owner of the continent’s newest and biggest refinery, is discussing crude supply to the refinery and fuel supply…", + "keywords": [ + "supply" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Austria’s OMV Profit Slumps on Weak Oil Trading and Refining", + "excerpt": "Austrian energy company OMV reported a lower-than-expected net profit for the third quarter as stronger chemicals sales and margins could not fully offset weaker oil…", + "keywords": [ + "energy", + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "BP Earnings Top Forecasts Despite Weaker Oil Prices and Refining", + "excerpt": "BP (NYSE: BP) booked third-quarter earnings above analyst expectations, although the profit was lower from a year earlier and the second quarter amid weaker oil…", + "keywords": [ + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Hydrogen Stocks Crash as Hype Faces Reality Check", + "excerpt": "The low-carbon hydrogen hype has begun to fade in recent months as companies and investors realize that their ambitions face the reality of costly projects…", + "keywords": [], + "published_date": "28 October 2024" + }, + { + "heading": "Oman’s Oil Exploration Firm Plunges After Record $2-Billion IPO", + "excerpt": "After a record $2-billion initial public offering, OQ Exploration and Production Company (OQEP), Oman’s wholly-state-owned upstream oil and gas operator, fell by more than 8%…", + "keywords": [ + "oil", + "gas", + "production" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China’s Oil Giant CNOOC Books Record Q3 Profit as Production Jumps", + "excerpt": "Despite lower international oil prices, Chinese state-held oil and gas giant CNOOC reported on Monday its highest-ever profit for the third quarter, on the back…", + "keywords": [ + "oil", + "gas", + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "PetroChina Set to Close Its Biggest Refinery in 2025", + "excerpt": "State oil giant PetroChina plans to shut its largest Chinese refinery in 2025 after years of considering moving the processing to a smaller site, anonymous…", + "keywords": [ + "oil" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China Ramps Up Coal Power as Energy Demand Surges", + "excerpt": "Although the share of coal in China’s electricity generation has been declining in recent years with the renewables boom, Chinese coal power generation and demand…", + "keywords": [ + "demand" + ], + "published_date": "27 October 2024" + }, + { + "heading": "EU and China Continue Talks on EV Tariffs Alternative", + "excerpt": "The European Union and China agreed on Friday to continue discussions on a possible alternative to the EU import tariffs on China-made electric vehicles, a…", + "keywords": [], + "published_date": "25 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "profit", + 4 + ], + [ + "production", + 3 + ], + [ + "investment", + 3 + ], + [ + "loss", + 2 + ], + [ + "supply", + 2 + ] + ] + }, + { + "headline": "Exelon Reports 80% Surge in Data Center Power Supply Deals", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Exelon-Reports-80-Surge-in-Data-Center-Power-Supply-Deals.html", + "content": "Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 Uncertainty surrounds OPEC+ production plans… Charles Kennedy Charles is a writer for Oilprice.com More Info Exelon hasseenan 80% increase in power supply deals coming from data enter operators in the latest sign that the IT industry is driving a surge in electricity demand in the U.S. The rise has materialized since the start of the year and has prompted debates about the distribution of costs associated with the expansion of grid infrastructure and the ramp-up of supply. In Exelon’s territory, demand for electricity from data center operators hit 11 GW in the third quarter, up from 6 GW in the second quarter, the company said in its third-quarter earnings call. Exelon has yet to build that capacity, which will be part of its investment plan, which stands at$34.5 billionfor the period until 2027. Reuters noted in a report on Exelon’s demand developments that the company is disputing a priority status granted by regulators to data center operators that locate their facilities on the sites of power plants—what’s commonly known as co-location. Currently, the Federal Energy Regulatory Commission allows the operators of such data centers to get hooked to the power plant directly, bypassing interconnection procedures. According to Exelon and fellow utility American Electric Power, this can lead to price hikes for other consumers and affect the reliability of the grid negatively. “We are not against co-locations,” Exelon CEO Calvin Butler said on a third-quarter company earnings call. “We just believe everyone should pay their fair share of utilizing the grid.” Data centers have become perhaps the biggest drivers of additional electricity demand in the United States, as Big Tech companies race to get ahead in the development of artificial intelligence systems. These consume enormous amounts of electricity that needs to be available on demand. This additional demand for reliable power has shined the spotlight on natural gas and nuclear as baseload alternatives to previous Big Tech darlings wind and solar. It has also highlighted the constraints of the grid that cannot be overcome quickly. By Charles Kennedy for Oilprice.com | Previous Post Petrobras Plans to Boost Investment to $110 Billion Between 2025 and 2029 Next Post Shell Beats Expectations as Strong Gas Sales Offset Weak Refining Charles is a writer for Oilprice.com More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 05:00", + "author": "Charles Kennedy", + "author_bio": "Charles is a writer for Oilprice.com", + "contributor_since": "29 Sep 2011", + "other_articles": [ + { + "heading": "Record Shale Production Helps ConocoPhillips Beat Profit Estimates", + "excerpt": "ConocoPhillips (NYSE: COP) is raising its ordinary dividend and share buyback program as its third-quarter earnings beat market expectations on the back of higher total…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Rosneft to Resume Output at Idled Black Sea Refinery in November", + "excerpt": "Rosneft plans to resume crude processing at its Tuapse oil refinery on Russia’s Black Sea coast in November, after idling it for a month because…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall", + "excerpt": "Canada’s largest oil and gas producer, Canadian Natural Resources (NYSE: CNQ), reported lower adjusted net earnings from operations for the third quarter compared to a…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exelon Reports 80% Surge in Data Center Power Supply Deals", + "excerpt": "Exelon has seen an 80% increase in power supply deals coming from data enter operators in the latest sign that the IT industry is driving…", + "keywords": [ + "supply" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "excerpt": "Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the…", + "keywords": [ + "investment", + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Investment Giants Form $50-Billion AI and Power Partnership", + "excerpt": "Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a $50 billion strategic partnership to invest in data centers and power…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "excerpt": "Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "Chinese Oil Major to Explore Iraqi Field", + "excerpt": "China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today. The deposit, Block 7, will be…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "TotalEnergies to Produce More Gas Condensate Offshore Denmark", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "Phillips 66 Beats Analyst Estimates Despite Earnings Dip in Q3", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "UK Offshore Oil Platform Halted Due to Gas Compressor Issue", + "excerpt": "Production via the Triton Floating Production Storage & Offloading (FPSO) vessel in the UK North Sea has been halted due to a problem with the…", + "keywords": [ + "production" + ], + "published_date": "29 October 2024" + }, + { + "heading": "UAE’s Renewable Energy Giant Pushes Back Green Hydrogen Targets", + "excerpt": "Masdar, the clean energy giant of the United Arab Emirates (UAE), has pushed back its target to reach 1 million tons per year of green…", + "keywords": [ + "energy" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Profit at India’s Top Refiner Slumps by 99% Due to Weak Margins", + "excerpt": "IndianOil, the biggest refiner in India, reported on Monday a net profit tumbling by 98.6% in the quarter to September from a year ago amid…", + "keywords": [ + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Average U.S. Gasoline Price Set to Drop Below $3 for the First Time Since 2021", + "excerpt": "The U.S. national average price of gasoline is set to soon fall below $3 per gallon for the first time since 2021, amid lower seasonal…", + "keywords": [ + "price" + ], + "published_date": "28 October 2024" + }, + { + "heading": "FERC Grants Exxon and Qatar Three-Year Extension to Build Golden Pass LNG", + "excerpt": "The U.S. Federal Energy Regulatory Commission has granted a three-year extension to ExxonMobil and QatarEnergy to build their $10-billion Golden Pass LNG export plant in…", + "keywords": [ + "energy" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Cepsa: Windfall Tax Would Delay Its $3.3-Billion Hydrogen Plan", + "excerpt": "Cepsa, Spain’s second-largest oil company, will delay its $3.25 billion (3 billion euros) investment into domestic green hydrogen projects if Spain makes the windfall tax…", + "keywords": [ + "oil", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "South Africa Seeks Loan Guarantees for Energy Transition Funding", + "excerpt": "South Africa is currently negotiating loan guarantees with its international partners in its $9.3-billion Just Energy Transition Partnership (JETP) program for energy investment. The International…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Saudi Oil Export Revenues Hit Three-Year Low as Prices Decline", + "excerpt": "Lower crude oil prices dragged Saudi Arabia’s oil export revenues to the lowest level in more than three years in August, amid underwhelming oil demand…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Tesla Stock Soars After Q3 Earnings Beat", + "excerpt": "Tesla (NASDAQ: TSLA) saw its shares jump by 20% after hours on Wednesday and another 14% in pre-market trade on Thursday after reporting earnings for…", + "keywords": [], + "published_date": "24 October 2024" + }, + { + "heading": "Oil Refining Giant Valero Tops Estimates Despite Q3 Profit Plunge", + "excerpt": "One of the biggest U.S. refiners, Valero Energy (NYSE: VLO), beat Wall Street estimates even as it reported a widely expected plunge in its third-quarter…", + "keywords": [ + "energy" + ], + "published_date": "24 October 2024" + } + ], + "keywords": [ + [ + "rise", + 5 + ], + [ + "energy", + 5 + ], + [ + "oil", + 5 + ], + [ + "gas", + 4 + ], + [ + "production", + 3 + ], + [ + "investment", + 3 + ], + [ + "price", + 3 + ], + [ + "supply", + 2 + ], + [ + "demand", + 2 + ] + ] + }, + { + "headline": "Petrobras Plans to Boost Investment to $110 Billion Between 2025 and 2029", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Petrobras-Plans-to-Boost-Investment-to-110-Billion-Between-2025-and-2029.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating The U.S. national average gasoline… Irina Slav Irina is a writer for Oilprice.com with over a decade of experience writing on the oil and gas industry. More Info Brazil’s Petrobras is considering a further increase in investment for the period between 2025 and 2029 to a total of $110 billion, unnamed sources in the know told Reuters. The sum would represent an 8% increase on earlier investment plans for the five years ahead. “Currently, the amount (under discussion) is near $107 billion, but there are adjustments remaining, so it is likely to be in the range of $110 billion,” one of the sources who spoke to Reuters said. Earlier, the companyreleasedplans to spend some $102 billion between 2024 and 2028, of which $73 billion was allocated for oil and gas exploration and production. Later in the year, however, Petrobrasreviseddown its spending plans for 2025, reducing the amount from $21 billion to $17 billion. The revision, Petrobras said, was more realistic and a better match for its financial resources. After spending a decade on selling off many assets outside Brazil, Petrobras is now shifting its strategy to portfolio diversification, keeping the focus on the most profitable assets, the company said earlier this year. Reserves replacement, new frontiers, and increased gas supply are all pillars of the new exploration and production strategy. Petrobras will also focus on production from existing fields, where depletion is eating into output and this is “bothering” the management, new CEO Magda Chambriardsaidrecently. To remedy matters, Petrobras will try to reverse the decline at mature fields such as the ones in the Campos Basin. The latest available production figures for Petrobras show 2.7 million barrels daily in oil equivalent for the second quarter of the year, up 2.4%, after a 25% slump earlier in the year due to platform maintenance. Petrobras is also adding production capacity: by the end of the year there should be an additional 500,000 bpd in such capacity available from three new floating production and storage vessels. By Irina Slav for Oilprice.com | Previous Post Exxon Sells Vaca Muerta Assets Next Post Exelon Reports 80% Surge in Data Center Power Supply Deals Irina is a writer for Oilprice.com with over a decade of experience writing on the oil and gas industry. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 04:10", + "author": "Irina Slav", + "author_bio": "Irina is a writer for Oilprice.com with over a decade of experience writing on the oil and gas industry.", + "contributor_since": "17 Jan 2016", + "other_articles": [ + { + "heading": "Drought Dashes Hopes For U.S. Hydropower Capacity", + "excerpt": "Hydropower is, along with nuclear, the best of both worlds in terms of electricity. It is a zero-emission source of energy, and its output can…", + "keywords": [ + "energy" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Petrobras Plans to Boost Investment to $110 Billion Between 2025 and 2029", + "excerpt": "Brazil’s Petrobras is considering a further increase in investment for the period between 2025 and 2029 to a total of $110 billion, unnamed sources in…", + "keywords": [ + "investment" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exxon Sells Vaca Muerta Assets", + "excerpt": "Exxon has struck a deal with Argentinian Pluspetrol for the sale of the supermajor’s assets in the Vaca Muerta shale play. Reuters reported, citing an…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Gas Reigns Supreme in U.S. Grid", + "excerpt": "Natural gas first emerged as a power generation fuel to replace dirtier coal. Lately, gas has cemented its reputation as the dominant source of reliable…", + "keywords": [ + "gas" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Oil Steady After EIA Confirms Draw in Crude, Gasoline Inventories", + "excerpt": "Crude oil prices remained largely unchanged today, after the U.S. Energy Information Administration reported an inventory draw of a modest half a million barrels for…", + "keywords": [ + "oil", + "energy" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Oil Prices Remain Subdued on the Prospect of an Israel-Lebanon Ceasefire", + "excerpt": "Crude oil prices remained subdued after falling to the lowest in a month earlier in the week, as Israel indicated it was ready to negotiate…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Saudi Arabia Turns to Debt Markets for Vision 2030 Financing", + "excerpt": "A month ago, Saudi Arabia raised $3 billion from a fresh bond sale via its state oil major Aramco—the second for the kingdom since July—in…", + "keywords": [ + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "China Plans to Export 12.4% Less Fuel in November", + "excerpt": "China plans to export 12.4% less refined petroleum products in November compared to this month, Chinese media report, citing a survey by OilChem. Total fuel…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "QatarEnergy Partners With TotalEnergy on Iraq Solar Project", + "excerpt": "QatarEnergy will partner with French TotalEnergy on a solar power project in Iraq, part of a larger energy project planned by the supermajor. The two…", + "keywords": [ + "energy" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Mexico Sends Oil Cargo to Energy-Strapped Cuba", + "excerpt": "A cargo of 400,000 barrels of crude has departed from Mexico en route to Cuba, which is reeling from fuel shortages and blackouts. Reuters reported…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "Coal Remains On Its Throne Despite Transition Push", + "excerpt": "Report upon report sings praises to energy transition efforts that are leading to record wind and solar electricity generation. Outside the spotlight, however, things look…", + "keywords": [ + "energy" + ], + "published_date": "28 October 2024" + }, + { + "heading": "LG Energy Reports 40% Drop in Profits as EV Demand Tanks", + "excerpt": "South Korean battery major LG Energy Solution has reported a 40% drop in third-quarter profits, resulting from slowing demand for battery cars. The figure that…", + "keywords": [ + "energy", + "demand" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Oil Prices Tumble as Tensions in the Middle East Cool", + "excerpt": "Crude oil prices began the week with a loss, after Israel’s retaliatory strike against Iran failed to inflict substantial enough damage, according to the Iranian…", + "keywords": [ + "oil", + "loss" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Oil Majors Return to Libya After a Decade Away", + "excerpt": "BP and Eni have returned to Libya after ten years of avoiding the country amid its civil war. Per a statement by the National Oil…", + "keywords": [ + "oil" + ], + "published_date": "28 October 2024" + }, + { + "heading": "BP Walks Back Green Targets Amid Market Realities", + "excerpt": "In February 2020, then-brand-new chief executive Bernard Looney told the world that one of the oldest and biggest oil companies in the world was going…", + "keywords": [ + "oil" + ], + "published_date": "26 October 2024" + }, + { + "heading": "Is the UK Taxing North Sea Oil and Gas Out of Existence?", + "excerpt": "There is still plenty of oil and gas left in the UK’s North Sea. However, the industry needs a more favorable legislative context to get…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "25 October 2024" + }, + { + "heading": "India’s Oil Demand Set for 4% Rise in Q4", + "excerpt": "India’s crude oil demand is about to add 4% during the final quarter of the year amid a festival season that also coincides with increased…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "25 October 2024" + }, + { + "heading": "UK and Australia to Team Up on Energy Transition Goals", + "excerpt": "The UK and Australia will work together to pursue their energy transition goals, the prime ministers of the two countries said today. PMs Keir Starmer…", + "keywords": [ + "energy" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Oil Prices on Course for a Weekly Rise as Traders Refocus on Geopolitical Risk", + "excerpt": "Crude oil prices were headed for a weekly jump this week fueled by geopolitical concerns as Chinese demand prospects took a back seat for a…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Big Tech's Nuclear Gamble Could Change The Course of the Energy Transition", + "excerpt": "Microsoft recently struck a deal to restart of the Three Mile Island nuclear power plant. Google partnered with small modular reactor developer Kairos to build…", + "keywords": [], + "published_date": "24 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "investment", + 3 + ], + [ + "production", + 3 + ], + [ + "supply", + 2 + ], + [ + "decline", + 1 + ] + ] + }, + { + "headline": "Exxon Sells Vaca Muerta Assets", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Exxon-Sells-Vaca-Muerta-Assets.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating India's surging energy demand and… Irina Slav Irina is a writer for Oilprice.com with over a decade of experience writing on the oil and gas industry. More Info Exxon has struck a deal with Argentinian Pluspetrol for the sale of the supermajor’s assets in the Vaca Muerta shale play. Reutersreported, citing an unnamed source with the supermajor, that Exxon would sell Pluspetrol five blocks in the play plus its interest in oil pipeline operator Oleoductos del Valle. Reports of a possible sale of these assetsemergedin February this year, saying that Exxon was considering selling assets owned as part of a joint venture with QatarEnergy, including seven oil and gas blocks in the Vaca Muerta and holdings in the pipeline company. The assets are estimated to be valued at $1 billion at the time. The news followed a review of the Argentinian shale assets that Exxon conducted the previous year. At the time, Exxon said it was looking for farm-in investors, but didn’t rule out asset sales. “It is still premature to determine the final outcome of the ongoing review process, which runs parallel to our development commitments in the basin. It may not necessarily result in asset divestment,” according to a company source who spoke to the Oil & Gas Journal in August 2023. Exxon had drilled a total of 40 wells in the Dead Cow formation but only seven of those were producing. The company’s production stood at 7,300 barrels of oil and 103 million cu ft of natural gas daily as of February. The Vaca Muerta shale play is estimated to hold recoverable resources consisting of 16 billion barrels of oil and 308 trillion cubic feet of natural gas. Those numbers make the Vaca Muerta the world’s second-largest shale gas deposit. Totalproductionfrom the formation has grown from less than 90,000 bpd five years ago to 400,000 bpd this year, not least thanks to government policies under Javier Milei that have sought to boost foreign investment in Argentina’s energy industry. By Irina Slav for Oilprice.com | Previous Post Hess Beats Q3 Earnings Estimates On Robust Guyana Output Next Post Petrobras Plans to Boost Investment to $110 Billion Between 2025 and 2029 Irina is a writer for Oilprice.com with over a decade of experience writing on the oil and gas industry. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 31, 2024 at 02:51", + "author": "Irina Slav", + "author_bio": "Irina is a writer for Oilprice.com with over a decade of experience writing on the oil and gas industry.", + "contributor_since": "17 Jan 2016", + "other_articles": [ + { + "heading": "Drought Dashes Hopes For U.S. Hydropower Capacity", + "excerpt": "Hydropower is, along with nuclear, the best of both worlds in terms of electricity. It is a zero-emission source of energy, and its output can…", + "keywords": [ + "energy" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Petrobras Plans to Boost Investment to $110 Billion Between 2025 and 2029", + "excerpt": "Brazil’s Petrobras is considering a further increase in investment for the period between 2025 and 2029 to a total of $110 billion, unnamed sources in…", + "keywords": [ + "investment" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exxon Sells Vaca Muerta Assets", + "excerpt": "Exxon has struck a deal with Argentinian Pluspetrol for the sale of the supermajor’s assets in the Vaca Muerta shale play. Reuters reported, citing an…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Gas Reigns Supreme in U.S. Grid", + "excerpt": "Natural gas first emerged as a power generation fuel to replace dirtier coal. Lately, gas has cemented its reputation as the dominant source of reliable…", + "keywords": [ + "gas" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Oil Steady After EIA Confirms Draw in Crude, Gasoline Inventories", + "excerpt": "Crude oil prices remained largely unchanged today, after the U.S. Energy Information Administration reported an inventory draw of a modest half a million barrels for…", + "keywords": [ + "oil", + "energy" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Oil Prices Remain Subdued on the Prospect of an Israel-Lebanon Ceasefire", + "excerpt": "Crude oil prices remained subdued after falling to the lowest in a month earlier in the week, as Israel indicated it was ready to negotiate…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Saudi Arabia Turns to Debt Markets for Vision 2030 Financing", + "excerpt": "A month ago, Saudi Arabia raised $3 billion from a fresh bond sale via its state oil major Aramco—the second for the kingdom since July—in…", + "keywords": [ + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "China Plans to Export 12.4% Less Fuel in November", + "excerpt": "China plans to export 12.4% less refined petroleum products in November compared to this month, Chinese media report, citing a survey by OilChem. Total fuel…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "QatarEnergy Partners With TotalEnergy on Iraq Solar Project", + "excerpt": "QatarEnergy will partner with French TotalEnergy on a solar power project in Iraq, part of a larger energy project planned by the supermajor. The two…", + "keywords": [ + "energy" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Mexico Sends Oil Cargo to Energy-Strapped Cuba", + "excerpt": "A cargo of 400,000 barrels of crude has departed from Mexico en route to Cuba, which is reeling from fuel shortages and blackouts. Reuters reported…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "Coal Remains On Its Throne Despite Transition Push", + "excerpt": "Report upon report sings praises to energy transition efforts that are leading to record wind and solar electricity generation. Outside the spotlight, however, things look…", + "keywords": [ + "energy" + ], + "published_date": "28 October 2024" + }, + { + "heading": "LG Energy Reports 40% Drop in Profits as EV Demand Tanks", + "excerpt": "South Korean battery major LG Energy Solution has reported a 40% drop in third-quarter profits, resulting from slowing demand for battery cars. The figure that…", + "keywords": [ + "energy", + "demand" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Oil Prices Tumble as Tensions in the Middle East Cool", + "excerpt": "Crude oil prices began the week with a loss, after Israel’s retaliatory strike against Iran failed to inflict substantial enough damage, according to the Iranian…", + "keywords": [ + "oil", + "loss" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Oil Majors Return to Libya After a Decade Away", + "excerpt": "BP and Eni have returned to Libya after ten years of avoiding the country amid its civil war. Per a statement by the National Oil…", + "keywords": [ + "oil" + ], + "published_date": "28 October 2024" + }, + { + "heading": "BP Walks Back Green Targets Amid Market Realities", + "excerpt": "In February 2020, then-brand-new chief executive Bernard Looney told the world that one of the oldest and biggest oil companies in the world was going…", + "keywords": [ + "oil" + ], + "published_date": "26 October 2024" + }, + { + "heading": "Is the UK Taxing North Sea Oil and Gas Out of Existence?", + "excerpt": "There is still plenty of oil and gas left in the UK’s North Sea. However, the industry needs a more favorable legislative context to get…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "25 October 2024" + }, + { + "heading": "India’s Oil Demand Set for 4% Rise in Q4", + "excerpt": "India’s crude oil demand is about to add 4% during the final quarter of the year amid a festival season that also coincides with increased…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "25 October 2024" + }, + { + "heading": "UK and Australia to Team Up on Energy Transition Goals", + "excerpt": "The UK and Australia will work together to pursue their energy transition goals, the prime ministers of the two countries said today. PMs Keir Starmer…", + "keywords": [ + "energy" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Oil Prices on Course for a Weekly Rise as Traders Refocus on Geopolitical Risk", + "excerpt": "Crude oil prices were headed for a weekly jump this week fueled by geopolitical concerns as Chinese demand prospects took a back seat for a…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Big Tech's Nuclear Gamble Could Change The Course of the Energy Transition", + "excerpt": "Microsoft recently struck a deal to restart of the Three Mile Island nuclear power plant. Google partnered with small modular reactor developer Kairos to build…", + "keywords": [], + "published_date": "24 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "production", + 3 + ], + [ + "investment", + 3 + ], + [ + "demand", + 2 + ] + ] + }, + { + "headline": "Hess Beats Q3 Earnings Estimates On Robust Guyana Output", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Hess-Beats-Q3-Earnings-Estimates-On-Robust-Guyana-Output.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating Natural gas prices experience a… Alex Kimani Alex Kimani is a veteran finance writer, investor, engineer and researcher for Safehaven.com. More Info Leading U.S. shale operator,Hess Corp.(NYSE:HES), haspostedyet another impressive earnings report, with its stake in prolific Guyana helping it exceed estimates. Hess reported Q3 2024 non-GAAP EPS of $2.14, beating the Wall Street consensus by $0.37 while revenue of $3.2B (+12.7% Y/Y) beat by $160M. The company’s profits, however, fell slightly due to lower oil and gas prices: net income during the quarter clocked in at $498 million, or $1.62 per share, compared with net income of $504 million, or $1.64 per share, in the third quarter of 2023. Hess’ ongoing trend of rapid output growth from Guyana continued in the third quarter. Guyana net production clocked in at 170,000 barrels of oil per day (bopd), up 57% from 108,000 bopd in the third quarter of 2023. However, Guyana's output fell sequentially from the second quarter’s 192,000 bpd (+75% Y/Y) due to planned downtime. Meanwhile, Bakken net production was 206,000 boepd, up 8% from 190,000 boepd in the third quarter of 2023. Overall net production for the quarter was 461,000 boepd, compared with 395,000 boepd in the third quarter of 2023, primarily due to higher production in Guyana. Hess expects fourth quarter E&P net production to be in the range of 475,000 boepd to 485,000 boepd, primarily reflecting recovery from downtime in the third quarter of 2024 at Guyana and Southeast Asia partially offset by planned maintenance at the Tubular Bells production facility in the fourth quarter of 2024. The company also issued updated 2024 full year guidance, with E&P capital and exploratory expenditures expected to be ~$4.9 billion, up from previous guidance of $4.2 billion, reflecting the decision to accelerate the purchase of the Liza Destiny and Prosperity floating production, storage and offloading vessels (FPSOs) to the fourth quarter of 2024 instead of in 2025. Back in May, Hess shareholderssigned off onits proposed $53B merger withChevron Corp.(NYSE:CVX) despite the deal being challenged by its leading Guyana partner,Exxon Mobil Corp.(NYSE:XOM). By Alex Kimani for Oilprice.com | Previous Post U.S. Governors Demand Power Price Overhaul As Costs Balloon 10 Fold Next Post Exxon Sells Vaca Muerta Assets Alex Kimani is a veteran finance writer, investor, engineer and researcher for Safehaven.com. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 30, 2024 at 13:13", + "author": "Alex Kimani", + "author_bio": "Alex Kimani is a veteran finance writer, investor, engineer and researcher for Safehaven.com.", + "contributor_since": "28 Jan 2019", + "other_articles": [ + { + "heading": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating", + "excerpt": "U.S oil and gas prices have taken divergent trajectories, with oil prices rebounding while natural gas prices have continued to fall in Thursday’s session. Oil…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Iran’s Energy Infrastructure More Vulnerable To Future Attacks", + "excerpt": "Two days ago, benchmark crude oil futures fell by their largest one-day margin in more than two years after Israel launched limited retaliatory attacks on…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Hess Beats Q3 Earnings Estimates On Robust Guyana Output", + "excerpt": "Leading U.S. shale operator, Hess Corp. (NYSE:HES), has posted yet another impressive earnings report, with its stake in prolific Guyana helping it exceed estimates. Hess…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "China’s Oil and Steel Industries Are in the Red. What Now?", + "excerpt": "China has seen very mixed fortunes from its commodities markets, which have been languishing under a long-running crisis in the property sector, according to The…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "U.S. To Buy 3 Million Barrels for The SPR, But There’s A Problem", + "excerpt": "The U.S. Department of Energy (DoE) is seeking to purchase 3 million barrels of crude oil for the Strategic Petroleum Reserve (SPR), the latest in…", + "keywords": [ + "energy", + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "As Oil Job Losses Mount, Steelworkers Union Looks to Clean Energy", + "excerpt": "The United Steelworkers union is counting on renewable energy projects to offset job losses at oil refining and petrochemical plants, a union official has told…", + "keywords": [ + "energy", + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "The Biden Administration Just Approved Its First Lithium Mine", + "excerpt": "Last week, the Rhyolite Ridge Lithium-Boron Project in Nevada became the first-ever lithium mine to receive the green light from the Biden administration. Shares of…", + "keywords": [], + "published_date": "28 October 2024" + }, + { + "heading": "Oil Continues Downward Slide Shedding Over 6%", + "excerpt": "Oil markets have continued the downward spiral, with oil prices falling dramatically after Israel launched limited attacks on Iran. Supreme Leader Ayatollah Ali Khamenei helped…", + "keywords": [ + "oil" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Natural Gas Prices Plummet 11% as Israel-Iran Conflict Cools", + "excerpt": "U.S. natural gas prices crashed on Monday after Israel launched limited attacks on Iran while Supreme Leader Ayatollah Ali Khamenei helped cool tensions after he…", + "keywords": [ + "gas" + ], + "published_date": "28 October 2024" + }, + { + "heading": "USGS Finds Enough Lithium to Meet Annual Demand Nine Times Over", + "excerpt": "The United States Geological Survey (USGS) and the Arkansas Department of Energy and Environment's Office of the State Geologist have discovered a vast lithium reserve…", + "keywords": [ + "energy" + ], + "published_date": "27 October 2024" + }, + { + "heading": "U.S. Allies Unite for Critical Minerals Marketplace", + "excerpt": "Earlier in the week, Reuters reported that the European Union has kicked off the process of choosing between eight bidders to create a 9-million-euro joint…", + "keywords": [], + "published_date": "24 October 2024" + }, + { + "heading": "Mckinsey: Europe's Data Center Power Demand To Triple By 2030", + "excerpt": "Europe's data center power consumption is expected to almost triple by 2030 and will require a surge in electricity—supply mostly from low-carbon sources coupled with…", + "keywords": [ + "supply" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Standard Chartered: Global Oil Demand Hit An All-Time High In August", + "excerpt": "Momentum in oil markets has continued to skew towards the downside over the past two weeks, with the last 10 trading days seeing front-month Brent…", + "keywords": [ + "oil" + ], + "published_date": "23 October 2024" + }, + { + "heading": "Harbour Energy Joins North Sea Oil Exodus Ahead Of Tax Hikes", + "excerpt": "Top British North Sea producer Harbour Energy (OTCPK:PMOIF) has revealed plans to sell stakes in North Sea oilfields and has revived plans for a U.S.…", + "keywords": [ + "energy" + ], + "published_date": "23 October 2024" + }, + { + "heading": "Shell Buys US Power Plant for Foothold in New England Market", + "excerpt": "Shell Energy North America (US), a subsidiary of Shell Plc (NYSE:SHEL), has agreed to acquire a 100% equity stake in RISEC Holdings, LLC, owner of…", + "keywords": [ + "energy" + ], + "published_date": "23 October 2024" + }, + { + "heading": "Why Is Smart Money Betting Against Renewable Energy", + "excerpt": "Last week, we reported that bearish sentiment in oil markets had sunk to levels last seen during the 2008 global financial crisis. According to commodity…", + "keywords": [ + "oil" + ], + "published_date": "22 October 2024" + }, + { + "heading": "Deepwater Investments Outpacing Shale", + "excerpt": "Over the past two decades, the shale revolution largely pushed aside interest in the exploration and development of offshore hydrocarbons. The combination of hydraulic fracturing…", + "keywords": [], + "published_date": "21 October 2024" + }, + { + "heading": "Oil Markets Fail to Respond to Geopolitical Escalations", + "excerpt": "Ten days ago, the Biden administration expanded sanctions on Iran’s petroleum and petrochemical sectors in response to Iran’s October 1 attack on Israel, its second…", + "keywords": [], + "published_date": "21 October 2024" + }, + { + "heading": "Oil Prices Gain 2% After China Boosts Stimulus Measures", + "excerpt": "Oil markets have kicked off the new week on a strong footing with oil prices climbing after Chinese banks adopted extra stimulus measures in a…", + "keywords": [ + "oil" + ], + "published_date": "21 October 2024" + }, + { + "heading": "EU Set To Launch Critical Minerals Joint Buying Platform", + "excerpt": "The European Union has kicked off the process of choosing between eight bidders that supply its 9-million-euro joint purchasing platform for critical minerals and energy,…", + "keywords": [ + "energy", + "supply" + ], + "published_date": "21 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "revenue", + 4 + ], + [ + "production", + 3 + ], + [ + "price", + 3 + ], + [ + "investment", + 3 + ], + [ + "demand", + 2 + ] + ] + }, + { + "headline": "U.S. Governors Demand Power Price Overhaul As Costs Balloon 10 Fold", + "link": "https://oilprice.com/Latest-Energy-News/World-News/US-Governors-Demand-Power-Price-Overhaul-As-Costs-Balloon-10-Fold.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating South Africa is negotiating with… Julianne Geiger Julianne Geiger is a veteran editor, writer and researcher for Oilprice.com, and a member of the Creative Professionals Networking Group. More Info Five U.S. governors have demanded PJM Interconnection, the largest power grid operator in the U.S., revise its pricing system after its recent capacity auction delivered a staggering increase in power plant costs—up nearly 10-fold from last year—but PJM says the green transition is to blame. The auction, meant to secure enough electricity supply for 65 million people across 13 states, sent shockwaves through the market as PJM revealed the steep price tag for meeting rising demand amid dwindling supply. Households and businesses in the region are now facing costs of $14.7 billion, sparking urgent calls from governors to address the runaway pricing before it bleeds consumers dry. PJM says it warned policymakers that the pivot from fossil fuels to green energy without bolstering renewable capacity would pinch the grid. But the governors argue that it’s on PJM to widen the pool of power suppliers and rethink price caps to avoid these massive surges. With data-hungry AI centers and extreme weather pushing demand through the roof, PJM’s latest auction outcome is just the beginning of what could be years of high prices and strained supply. Power company stocks are already enjoying theprice hikesas they plan for fatter profits, but the PJM region’s residents are left holding the bill. A move by PJM to delay the 2026/27 auction by six months may give it time to respond to the complaint. For now, PJM’s price hike is a wake-up call that more reliable power is essential—and expensive. The domino effect is already hitting Wall Street, with power company stocks getting a boost as utilities anticipate profits from high demand and power capacity constraints. PJM's move to delay its next auction might buy regulators time, but the message is clear: between AI, extreme weather, and retirements, the U.S. grid is playing a dangerous game of catch-up. And for the 65 million residents in PJM territory, that means digging deeper into their pockets for electricity. By Julianne Geiger for Oilprice.com | Previous Post Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion Next Post Hess Beats Q3 Earnings Estimates On Robust Guyana Output Julianne Geiger is a veteran editor, writer and researcher for Oilprice.com, and a member of the Creative Professionals Networking Group. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 30, 2024 at 12:10", + "author": "Julianne Geiger", + "author_bio": "Julianne Geiger is a veteran editor, writer and researcher for Oilprice.com, and a member of the Creative Professionals Networking Group.", + "contributor_since": "12 Jan 2016", + "other_articles": [ + { + "heading": "New Survey Shows Grim Outlook For Oil Markets", + "excerpt": "A Reuters poll released Thursday paints a lackluster future for oil in 2025, with a cocktail of sluggish demand growth and supply glut concerns pulling…", + "keywords": [ + "oil", + "demand", + "supply" + ], + "published_date": "31 October 2024" + }, + { + "heading": "U.S. Governors Demand Power Price Overhaul As Costs Balloon 10 Fold", + "excerpt": "Five U.S. governors have demanded PJM Interconnection, the largest power grid operator in the U.S., revise its pricing system after its recent capacity auction delivered…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "Oil Traders Uncertain as OPEC+ Weighs December Surprise", + "excerpt": "Oil traders can't seem to agree on where OPEC+ will steer production next, and it's anyone's guess if the cartel's December hike is still on…", + "keywords": [ + "oil", + "production" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Unexpected Crude, Product Draws Send Oil Prices Up", + "excerpt": "Crude oil inventories in the United fell by 573,000 barrels for the week ending October 25, according to The American Petroleum Institute (API). Analysts had…", + "keywords": [ + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Russia's Arctic LNG 2 Project Put on Ice With No Restart Plans", + "excerpt": "Russia's Novatek recently halted operations at its Arctic LNG 2 project, and it has no plans to restart it this winter, according to an anonymous…", + "keywords": [], + "published_date": "25 October 2024" + }, + { + "heading": "New Mexico Warns That Green Goals Will Stymie Oil Revenue", + "excerpt": "New Mexico is evaluating new oil and gas drilling restrictions that have the potential to impact production and revenue in the coming years, according to…", + "keywords": [ + "oil", + "gas", + "revenue", + "production" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Oil Rig Count Dips as WTI Gains 2%", + "excerpt": "The total number of active drilling rigs for oil and gas in the United States saw no change week, according to new data that Baker…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Valero Could Be Next To Shutter California Oil Refineries", + "excerpt": "Last week, Phillips 66 said it would shut down its Los Angeles oil refinery by the end of next year. Now, refining peer Valero Energy…", + "keywords": [ + "oil", + "energy" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Norway's Oil Giant Sverdrup Set to Peak in 2025", + "excerpt": "Norway's largest oilfield, Johan Sverdrup, is expected to come off its production peak by early 2025, according to operator Equinor. The field, a cornerstone of…", + "keywords": [ + "production" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Oil Steady Despite Crude Inventory Build", + "excerpt": "Crude oil inventories in the United rose by 1.643 million barrels for the week ending October 18, according to The American Petroleum Institute (API). Analysts…", + "keywords": [ + "oil" + ], + "published_date": "22 October 2024" + }, + { + "heading": "U.S. Tightens Grip on Russia's LNG Exports", + "excerpt": "The U.S. is stepping up efforts to curb Russia's LNG exports as part of its broader strategy to cut off funds supporting Moscow's war in…", + "keywords": [], + "published_date": "22 October 2024" + }, + { + "heading": "Oil Gains as China Lifts Crude Import Quota", + "excerpt": "Oil prices are on the rise, with West Texas Intermediate (WTI) at $71.78 per barrel and Brent crude at $75.53 on Tuesday morning. Both key…", + "keywords": [ + "oil", + "rise", + "barrel" + ], + "published_date": "22 October 2024" + }, + { + "heading": "From Wealth to Windows: Russian Oil Executives Meet a Grim Fate", + "excerpt": "Mikhail Rogachev, a prominent figure in Russia's oil industry and former vice president of the now-defunct Yukos, has become the latest in a string of…", + "keywords": [ + "oil" + ], + "published_date": "21 October 2024" + }, + { + "heading": "Iran Readies New Oil Outlet To Bypass the Strait of Hormuz", + "excerpt": "Iran is closer to finding a way to circumvent the crucial Strait of Hormuz when it comes to oil exports. The Jask oil terminal, officially…", + "keywords": [ + "oil" + ], + "published_date": "18 October 2024" + }, + { + "heading": "U.S. Drilling Activity Stumbles As Prices Remain Volatile", + "excerpt": "The total number of active drilling rigs for oil and gas in the United States fell this week, according to new data that Baker Hughes…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "18 October 2024" + }, + { + "heading": "India Positions Itself for a Huge Petrochemical Boom", + "excerpt": "India is positioning itself for a petrochemical boom, with $87 billion expected over the next decade to meet surging demand. As more of its citizens…", + "keywords": [ + "demand" + ], + "published_date": "18 October 2024" + }, + { + "heading": "Pemex Budget Cuts Threaten Oil Production", + "excerpt": "Mexico’s state-owned oil giant, Pemex, is facing a significant reduction in its upstream budget for the fourth quarter. According to internal documents, the company plans…", + "keywords": [ + "oil" + ], + "published_date": "17 October 2024" + }, + { + "heading": "Oil Jumps After API Reports Draws in Crude and Fuel Inventories", + "excerpt": "Crude oil inventories in the United fell by 1.58 million barrels for the week ending October 11, according to The American Petroleum Institute (API). Analysts…", + "keywords": [ + "oil" + ], + "published_date": "16 October 2024" + }, + { + "heading": "US Oil Producers Rush to Hedge", + "excerpt": "US oil producers have taken advantage of the recent surge in crude prices, locking in future sales to safeguard their revenue. Rising tensions between Iran…", + "keywords": [ + "oil", + "revenue" + ], + "published_date": "15 October 2024" + }, + { + "heading": "Japan's TEPCO Looks to Make Hydrogen with Geothermal Power", + "excerpt": "Tokyo Electric Power Co. Holdings (TEPCO) is making strides in the renewable energy sector by planning to produce hydrogen using geothermal power in Indonesia. In…", + "keywords": [ + "energy" + ], + "published_date": "15 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "price", + 3 + ], + [ + "investment", + 3 + ], + [ + "demand", + 2 + ], + [ + "supply", + 2 + ] + ] + }, + { + "headline": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Russias-Gazprom-Boosts-2024-Investments-to-169-Billion.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating Oil prices failed to recover… Charles Kennedy Charles is a writer for Oilprice.com More Info Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the Russian gas giantsaidafter approving its new financial plan for the year. Previously, Gazprom was targeting investments of a total of $16.5 billion (1.574 trillion rubles) for 2024. The Russian company continues to develop key projects, including such aimed at boosting natural gas supply to China, Famil Sadygov, Deputy Chairman of the Management Committee at Gazprom, said in a statement carried by Russian news agency TASS. Gazprom still exports natural gas via pipelines to Europe, via a link crossing Ukraine, and through the TurkStream pipeline. The customers are several countries in central Europe. Russia has seen its gas exports to Europe significantly reduced since the invasion of Ukraine. The major drop in Gazprom’s gas deliveries was due to the halt of Russian pipeline gas exports to nearly all European countries. Weeks after the Russian invasion of Ukraine in early 2022, Russia cut off supply to Poland, Bulgaria, and Finland. Then Gazprom started to reduce supply via the Nord Stream pipeline to Germany in June 2022, claiming an inability to service gas turbine maintenance outside Russia due to the Western sanctions against Moscow for the invasion of Ukraine. This was weeks before the sabotage of the Nord Stream pipelines at the end of September 2022, which definitively closed all pipeline gas routes of Russia’s gas to Germany. Before the war in Ukraine, Russia supplied around one-third of all the gas to Europe. With most of European markets now closed, Russiaappears to be strugglingto convince China to take on more pipeline gas. Beijing is not committing to a massive new pipeline project to import Russian pipeline gas unless it’s favorable for the world’s second-largest economy. But Gazprom is pressing on andis acceleratingits natural gas exports to China through the existing Power of Siberia pipeline, aiming to hit maximum capacity by the end of 2024—a full year ahead of schedule. By Charles Kennedy for Oilprice.com | Previous Post Investment Giants Form $50-Billion AI and Power Partnership Next Post U.S. Governors Demand Power Price Overhaul As Costs Balloon 10 Fold Charles is a writer for Oilprice.com More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 30, 2024 at 10:44", + "author": "Charles Kennedy", + "author_bio": "Charles is a writer for Oilprice.com", + "contributor_since": "29 Sep 2011", + "other_articles": [ + { + "heading": "Record Shale Production Helps ConocoPhillips Beat Profit Estimates", + "excerpt": "ConocoPhillips (NYSE: COP) is raising its ordinary dividend and share buyback program as its third-quarter earnings beat market expectations on the back of higher total…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Rosneft to Resume Output at Idled Black Sea Refinery in November", + "excerpt": "Rosneft plans to resume crude processing at its Tuapse oil refinery on Russia’s Black Sea coast in November, after idling it for a month because…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall", + "excerpt": "Canada’s largest oil and gas producer, Canadian Natural Resources (NYSE: CNQ), reported lower adjusted net earnings from operations for the third quarter compared to a…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exelon Reports 80% Surge in Data Center Power Supply Deals", + "excerpt": "Exelon has seen an 80% increase in power supply deals coming from data enter operators in the latest sign that the IT industry is driving…", + "keywords": [ + "supply" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "excerpt": "Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the…", + "keywords": [ + "investment", + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Investment Giants Form $50-Billion AI and Power Partnership", + "excerpt": "Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a $50 billion strategic partnership to invest in data centers and power…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "excerpt": "Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "Chinese Oil Major to Explore Iraqi Field", + "excerpt": "China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today. The deposit, Block 7, will be…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "TotalEnergies to Produce More Gas Condensate Offshore Denmark", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "Phillips 66 Beats Analyst Estimates Despite Earnings Dip in Q3", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "UK Offshore Oil Platform Halted Due to Gas Compressor Issue", + "excerpt": "Production via the Triton Floating Production Storage & Offloading (FPSO) vessel in the UK North Sea has been halted due to a problem with the…", + "keywords": [ + "production" + ], + "published_date": "29 October 2024" + }, + { + "heading": "UAE’s Renewable Energy Giant Pushes Back Green Hydrogen Targets", + "excerpt": "Masdar, the clean energy giant of the United Arab Emirates (UAE), has pushed back its target to reach 1 million tons per year of green…", + "keywords": [ + "energy" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Profit at India’s Top Refiner Slumps by 99% Due to Weak Margins", + "excerpt": "IndianOil, the biggest refiner in India, reported on Monday a net profit tumbling by 98.6% in the quarter to September from a year ago amid…", + "keywords": [ + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Average U.S. Gasoline Price Set to Drop Below $3 for the First Time Since 2021", + "excerpt": "The U.S. national average price of gasoline is set to soon fall below $3 per gallon for the first time since 2021, amid lower seasonal…", + "keywords": [ + "price" + ], + "published_date": "28 October 2024" + }, + { + "heading": "FERC Grants Exxon and Qatar Three-Year Extension to Build Golden Pass LNG", + "excerpt": "The U.S. Federal Energy Regulatory Commission has granted a three-year extension to ExxonMobil and QatarEnergy to build their $10-billion Golden Pass LNG export plant in…", + "keywords": [ + "energy" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Cepsa: Windfall Tax Would Delay Its $3.3-Billion Hydrogen Plan", + "excerpt": "Cepsa, Spain’s second-largest oil company, will delay its $3.25 billion (3 billion euros) investment into domestic green hydrogen projects if Spain makes the windfall tax…", + "keywords": [ + "oil", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "South Africa Seeks Loan Guarantees for Energy Transition Funding", + "excerpt": "South Africa is currently negotiating loan guarantees with its international partners in its $9.3-billion Just Energy Transition Partnership (JETP) program for energy investment. The International…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Saudi Oil Export Revenues Hit Three-Year Low as Prices Decline", + "excerpt": "Lower crude oil prices dragged Saudi Arabia’s oil export revenues to the lowest level in more than three years in August, amid underwhelming oil demand…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Tesla Stock Soars After Q3 Earnings Beat", + "excerpt": "Tesla (NASDAQ: TSLA) saw its shares jump by 20% after hours on Wednesday and another 14% in pre-market trade on Thursday after reporting earnings for…", + "keywords": [], + "published_date": "24 October 2024" + }, + { + "heading": "Oil Refining Giant Valero Tops Estimates Despite Q3 Profit Plunge", + "excerpt": "One of the biggest U.S. refiners, Valero Energy (NYSE: VLO), beat Wall Street estimates even as it reported a widely expected plunge in its third-quarter…", + "keywords": [ + "energy" + ], + "published_date": "24 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "economy", + 4 + ], + [ + "investment", + 3 + ], + [ + "price", + 3 + ], + [ + "supply", + 2 + ], + [ + "demand", + 2 + ] + ] + }, + { + "headline": "Investment Giants Form $50-Billion AI and Power Partnership", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Investment-Giants-Form-50-Billion-AI-and-Power-Partnership.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating Egypt, a major energy player… Charles Kennedy Charles is a writer for Oilprice.com More Info Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a$50 billionstrategic partnership to invest in data centers and power generation to support the growth of artificial intelligence (AI). Energy Capital Partners, the largest private owner of power generation and renewables in the United States, will collaborate with KKR to speed up the development of data center infrastructure and power generation and transmission infrastructure to back the rapid expansion of AI and cloud computing globally. The $50-billion bet from the two major investors highlights the momentum behind AI over the past two years. As a result of the advance in AI and the need for numerous data centers to support its development, power demand is expected to grow in the coming decade, including in the United States. Thanks to the partnership, KKR and ECP plan to engage with industry leaders including utilities, power and data center developers, and independent power producers to accelerate the delivery of data center campuses required by hyperscalers. “In order for the U.S. to maintain its advantage in AI, we will need massive new investments in power infrastructure on an accelerated basis that are capable of addressing concerns related to electricity prices and carbon emissions,” Doug Kimmelman, Founder and Senior Partner, ECP, said in a statement. “We are committed to delivering solutions for our strategic partners and our investors through ECP’s strong utility relationships and expertise investing across a wide variety of power generation, renewable, and battery storage assets.” Commenting on the AI and data center boom, Kimmelman toldThe Wall Street Journal, “The capital needs are huge, and one of the big bottlenecks—maybe the bottleneck—is electricity availability.” ECP believes that natural gas power plants could support much of the needed new generation capacity. U.S. power-generating companiesare announcing plansfor the highest volume of new natural gas-fired capacity in years as the AI boom is driving demand for electricity. By Charles Kennedy for Oilprice.com | Previous Post Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE Next Post Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE Charles is a writer for Oilprice.com More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 30, 2024 at 09:20", + "author": "Charles Kennedy", + "author_bio": "Charles is a writer for Oilprice.com", + "contributor_since": "29 Sep 2011", + "other_articles": [ + { + "heading": "Record Shale Production Helps ConocoPhillips Beat Profit Estimates", + "excerpt": "ConocoPhillips (NYSE: COP) is raising its ordinary dividend and share buyback program as its third-quarter earnings beat market expectations on the back of higher total…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Rosneft to Resume Output at Idled Black Sea Refinery in November", + "excerpt": "Rosneft plans to resume crude processing at its Tuapse oil refinery on Russia’s Black Sea coast in November, after idling it for a month because…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall", + "excerpt": "Canada’s largest oil and gas producer, Canadian Natural Resources (NYSE: CNQ), reported lower adjusted net earnings from operations for the third quarter compared to a…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exelon Reports 80% Surge in Data Center Power Supply Deals", + "excerpt": "Exelon has seen an 80% increase in power supply deals coming from data enter operators in the latest sign that the IT industry is driving…", + "keywords": [ + "supply" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "excerpt": "Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the…", + "keywords": [ + "investment", + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Investment Giants Form $50-Billion AI and Power Partnership", + "excerpt": "Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a $50 billion strategic partnership to invest in data centers and power…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "excerpt": "Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "Chinese Oil Major to Explore Iraqi Field", + "excerpt": "China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today. The deposit, Block 7, will be…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "TotalEnergies to Produce More Gas Condensate Offshore Denmark", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "Phillips 66 Beats Analyst Estimates Despite Earnings Dip in Q3", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "UK Offshore Oil Platform Halted Due to Gas Compressor Issue", + "excerpt": "Production via the Triton Floating Production Storage & Offloading (FPSO) vessel in the UK North Sea has been halted due to a problem with the…", + "keywords": [ + "production" + ], + "published_date": "29 October 2024" + }, + { + "heading": "UAE’s Renewable Energy Giant Pushes Back Green Hydrogen Targets", + "excerpt": "Masdar, the clean energy giant of the United Arab Emirates (UAE), has pushed back its target to reach 1 million tons per year of green…", + "keywords": [ + "energy" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Profit at India’s Top Refiner Slumps by 99% Due to Weak Margins", + "excerpt": "IndianOil, the biggest refiner in India, reported on Monday a net profit tumbling by 98.6% in the quarter to September from a year ago amid…", + "keywords": [ + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Average U.S. Gasoline Price Set to Drop Below $3 for the First Time Since 2021", + "excerpt": "The U.S. national average price of gasoline is set to soon fall below $3 per gallon for the first time since 2021, amid lower seasonal…", + "keywords": [ + "price" + ], + "published_date": "28 October 2024" + }, + { + "heading": "FERC Grants Exxon and Qatar Three-Year Extension to Build Golden Pass LNG", + "excerpt": "The U.S. Federal Energy Regulatory Commission has granted a three-year extension to ExxonMobil and QatarEnergy to build their $10-billion Golden Pass LNG export plant in…", + "keywords": [ + "energy" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Cepsa: Windfall Tax Would Delay Its $3.3-Billion Hydrogen Plan", + "excerpt": "Cepsa, Spain’s second-largest oil company, will delay its $3.25 billion (3 billion euros) investment into domestic green hydrogen projects if Spain makes the windfall tax…", + "keywords": [ + "oil", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "South Africa Seeks Loan Guarantees for Energy Transition Funding", + "excerpt": "South Africa is currently negotiating loan guarantees with its international partners in its $9.3-billion Just Energy Transition Partnership (JETP) program for energy investment. The International…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Saudi Oil Export Revenues Hit Three-Year Low as Prices Decline", + "excerpt": "Lower crude oil prices dragged Saudi Arabia’s oil export revenues to the lowest level in more than three years in August, amid underwhelming oil demand…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Tesla Stock Soars After Q3 Earnings Beat", + "excerpt": "Tesla (NASDAQ: TSLA) saw its shares jump by 20% after hours on Wednesday and another 14% in pre-market trade on Thursday after reporting earnings for…", + "keywords": [], + "published_date": "24 October 2024" + }, + { + "heading": "Oil Refining Giant Valero Tops Estimates Despite Q3 Profit Plunge", + "excerpt": "One of the biggest U.S. refiners, Valero Energy (NYSE: VLO), beat Wall Street estimates even as it reported a widely expected plunge in its third-quarter…", + "keywords": [ + "energy" + ], + "published_date": "24 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "investment", + 3 + ], + [ + "demand", + 2 + ] + ] + }, + { + "headline": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Vietnamese-EV-Maker-Gets-1-Billion-in-Funding-Led-by-UAE.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating Recent breakthroughs in nuclear fusion… Charles Kennedy Charles is a writer for Oilprice.com More Info Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s leading driver training and road safety institute, Bloombergreportedon Wednesday, quoting a source with knowledge of the agreement. VinFast and its parent company, Vingroup, earlier this weeksigned strategic partnershipswith companies in the Middle East during an official visit of Vietnamese Prime Minister Pham Minh Chinh to the United Arab Emirates (UAE). The memoranda of understanding (MOUs) cover strategic areas, including maritime development and shipyard building capabilities, sustainable coastal land utilization, digital transformation, and collaboration in electric vehicles and green transportation, VinFast said. Under the deal between VinFast and Emirates Driving Company, EDC will lead a consortium investing in VinFast. In addition to gaining access to funding, VinFast will benefit from EDC’s expertise in driver training and road safety, supporting the development of a comprehensive EV ecosystem, the Vietnamese automaker said. “This partnership aims to enhance global electric vehicle production, meet the growing demand for green transportation, increase road safety awareness, and reaffirm EDC’s commitment to contributing to the Middle East’s green transportation revolution, addressing environmental and climate challenges,” VinFast added. Also this week, VinFast Autoofficially launchedin the Middle Eastern market as part of the company’s international expansion strategy. While working on expanding EV manufacturing, Vietnam seeks closer cooperation with the Middle East in fuel supply and distribution. Saudi oil giant Aramco is seeking to invest in oil refining and fuel distribution in the Southeast Asian country, where economic growth has exceeded the global average in recent years. “Vietnam has great potential in the region, therefore, Aramco wishes to invest in oil refinery and petrol distribution in the country,” the government of Vietnamsaidin a statement carried by Reuters. On Wednesday, Aramcosigneda collaboration framework agreement with Vietnam Oil and Gas Group (Petrovietnam) to explore opportunities for cooperation in storage and the supply and trading of energy and petrochemical products. By Charles Kennedy for Oilprice.com | Previous Post The West Needs Incentives to Cut Russian Nuclear Fuel Dependence Next Post Investment Giants Form $50-Billion AI and Power Partnership Charles is a writer for Oilprice.com More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 30, 2024 at 08:55", + "author": "Charles Kennedy", + "author_bio": "Charles is a writer for Oilprice.com", + "contributor_since": "29 Sep 2011", + "other_articles": [ + { + "heading": "Record Shale Production Helps ConocoPhillips Beat Profit Estimates", + "excerpt": "ConocoPhillips (NYSE: COP) is raising its ordinary dividend and share buyback program as its third-quarter earnings beat market expectations on the back of higher total…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Rosneft to Resume Output at Idled Black Sea Refinery in November", + "excerpt": "Rosneft plans to resume crude processing at its Tuapse oil refinery on Russia’s Black Sea coast in November, after idling it for a month because…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall", + "excerpt": "Canada’s largest oil and gas producer, Canadian Natural Resources (NYSE: CNQ), reported lower adjusted net earnings from operations for the third quarter compared to a…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exelon Reports 80% Surge in Data Center Power Supply Deals", + "excerpt": "Exelon has seen an 80% increase in power supply deals coming from data enter operators in the latest sign that the IT industry is driving…", + "keywords": [ + "supply" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "excerpt": "Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the…", + "keywords": [ + "investment", + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Investment Giants Form $50-Billion AI and Power Partnership", + "excerpt": "Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a $50 billion strategic partnership to invest in data centers and power…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "excerpt": "Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "Chinese Oil Major to Explore Iraqi Field", + "excerpt": "China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today. The deposit, Block 7, will be…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "TotalEnergies to Produce More Gas Condensate Offshore Denmark", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "Phillips 66 Beats Analyst Estimates Despite Earnings Dip in Q3", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "UK Offshore Oil Platform Halted Due to Gas Compressor Issue", + "excerpt": "Production via the Triton Floating Production Storage & Offloading (FPSO) vessel in the UK North Sea has been halted due to a problem with the…", + "keywords": [ + "production" + ], + "published_date": "29 October 2024" + }, + { + "heading": "UAE’s Renewable Energy Giant Pushes Back Green Hydrogen Targets", + "excerpt": "Masdar, the clean energy giant of the United Arab Emirates (UAE), has pushed back its target to reach 1 million tons per year of green…", + "keywords": [ + "energy" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Profit at India’s Top Refiner Slumps by 99% Due to Weak Margins", + "excerpt": "IndianOil, the biggest refiner in India, reported on Monday a net profit tumbling by 98.6% in the quarter to September from a year ago amid…", + "keywords": [ + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Average U.S. Gasoline Price Set to Drop Below $3 for the First Time Since 2021", + "excerpt": "The U.S. national average price of gasoline is set to soon fall below $3 per gallon for the first time since 2021, amid lower seasonal…", + "keywords": [ + "price" + ], + "published_date": "28 October 2024" + }, + { + "heading": "FERC Grants Exxon and Qatar Three-Year Extension to Build Golden Pass LNG", + "excerpt": "The U.S. Federal Energy Regulatory Commission has granted a three-year extension to ExxonMobil and QatarEnergy to build their $10-billion Golden Pass LNG export plant in…", + "keywords": [ + "energy" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Cepsa: Windfall Tax Would Delay Its $3.3-Billion Hydrogen Plan", + "excerpt": "Cepsa, Spain’s second-largest oil company, will delay its $3.25 billion (3 billion euros) investment into domestic green hydrogen projects if Spain makes the windfall tax…", + "keywords": [ + "oil", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "South Africa Seeks Loan Guarantees for Energy Transition Funding", + "excerpt": "South Africa is currently negotiating loan guarantees with its international partners in its $9.3-billion Just Energy Transition Partnership (JETP) program for energy investment. The International…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Saudi Oil Export Revenues Hit Three-Year Low as Prices Decline", + "excerpt": "Lower crude oil prices dragged Saudi Arabia’s oil export revenues to the lowest level in more than three years in August, amid underwhelming oil demand…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Tesla Stock Soars After Q3 Earnings Beat", + "excerpt": "Tesla (NASDAQ: TSLA) saw its shares jump by 20% after hours on Wednesday and another 14% in pre-market trade on Thursday after reporting earnings for…", + "keywords": [], + "published_date": "24 October 2024" + }, + { + "heading": "Oil Refining Giant Valero Tops Estimates Despite Q3 Profit Plunge", + "excerpt": "One of the biggest U.S. refiners, Valero Energy (NYSE: VLO), beat Wall Street estimates even as it reported a widely expected plunge in its third-quarter…", + "keywords": [ + "energy" + ], + "published_date": "24 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "production", + 3 + ], + [ + "investment", + 3 + ], + [ + "demand", + 2 + ], + [ + "supply", + 2 + ] + ] + }, + { + "headline": "The West Needs Incentives to Cut Russian Nuclear Fuel Dependence", + "link": "https://oilprice.com/Latest-Energy-News/World-News/The-West-Needs-Incentives-to-Cut-Russian-Nuclear-Fuel-Dependence.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating Armenia and Azerbaijan are nearing… Tsvetana Paraskova Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info The Western countries will need additional incentives and sanctions on Russia to reduce their dependence on the Russian supply of nuclear fuel, according to French company Orano, one of the top Western suppliers of enriched uranium. “To entirely disconnect from Russia, we need new capacities, and industrial groups will only invest if they have long-term contracts,” Orano’s CEO Nicolas Maes told theFinancial Timesin an interview published on Wednesday. France’s Orano and Urenco, a consortium created in 1970 by the governments of Germany, the Netherlands, and the UK, are the main Western competitors of Russia’s state-owned nuclear energy firm Rosatom. Europe has not sanctioned Rosatom or Russian nuclear fuel supplies as dozens of nuclear power stations in the eastern EU member states have been built by Russian companies and supplied with Russian nuclear fuel. A compromise sanctions measure hasn’t been agreed. As many countries are now looking to nuclear power to cut emissions and reliance on imports of oil and gas, they would need to cut their dependence on enriched uranium from Russia. But in order to reduce reliance on Russia, western contractors and suppliers would need visibility over the long-term demand, the chief executive of France’s Orano told FT. The executive also called for sanctions on the Russian nuclear sector, saying that “If there are no sanctions at all, we’ll see some electricity producers continue to get supplies from Russia as long as it’s possible.” Orano has started working with designers for small modular reactors (SMRs) and advanced modular reactors (AMRs), the companysaidearlier this month. “With the creation of two “sharing groups”, Orano is acting as a strategic partner for start-ups working on the development of AMRs,” said the French company. France, where nuclear power dominates electricity generation, has been looking to build SMRs and other types of next-generation reactors. By Tsvetana Paraskova for Oilprice.com | Previous Post Gazprom Unit Sues Industrial Gases Giant Linde for $884 Million Next Post Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 30, 2024 at 08:03", + "author": "Tsvetana Paraskova", + "author_bio": "Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews.", + "contributor_since": "13 Jul 2016", + "other_articles": [ + { + "heading": "The U.S. LNG Export Boom Faces Challenges", + "excerpt": "The U.S. LNG export industry has recently hit several stumbling blocks. And who will be America’s president in the next four years may not even…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Panama Canal Bets on Asian Demand to Boost Flailing LNG Traffic", + "excerpt": "After a year of traffic restrictions and upended global trade flows due to geopolitical shifts, the Panama Canal – the fastest route for American LNG…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices", + "excerpt": "The biggest U.S. LNG exporter, Cheniere Energy Inc (NYSE: LNG), reported on Thursday a decline in third-quarter revenues and profits amid decreased market volatility and…", + "keywords": [ + "energy", + "decline" + ], + "published_date": "31 October 2024" + }, + { + "heading": "TotalEnergies Misses Profit Forecast on Weak Refining and Low Oil Prices", + "excerpt": "Weak refining margins, lower LNG production, and declining oil prices weighed on the third-quarter earnings of TotalEnergies (NYSE: TTE), which came below expectations. TotalEnergies reported…", + "keywords": [ + "oil", + "production" + ], + "published_date": "31 October 2024" + }, + { + "heading": "IMF Cuts Middle East Growth Outlook on Oil Output Cuts and Conflicts", + "excerpt": "Economic growth in the Middle East and North Africa is expected to remain sluggish at 2.1% this year, amid ongoing conflicts and prolonged OPEC+ oil…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Shell Beats Expectations as Strong Gas Sales Offset Weak Refining", + "excerpt": "Shell (NYSE: SHEL) reported on Thursday better-than-expected earnings for the third quarter on the back of strong performance in its gas division which offset weak…", + "keywords": [ + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "The West Needs Incentives to Cut Russian Nuclear Fuel Dependence", + "excerpt": "The Western countries will need additional incentives and sanctions on Russia to reduce their dependence on the Russian supply of nuclear fuel, according to French…", + "keywords": [ + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Gazprom Unit Sues Industrial Gases Giant Linde for $884 Million", + "excerpt": "A unit of Russian gas giant Gazprom is suing Linde, the world’s largest industrial gases company, in an $884 million (85.7 billion Russian rubles) claim…", + "keywords": [ + "gas" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Ukraine and Russia Discuss Halting Attacks on Energy Sites", + "excerpt": "Russia and Ukraine are in the very early stages of Qatar-mediated talks about halting attacks on each other’s energy facilities and infrastructure, the Financial Times…", + "keywords": [ + "energy" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Lukoil’s Trading Arm Looks to Revive U.S. Business", + "excerpt": "Litasco, the international oil trading and shipping firm owned by Russian oil company Lukoil, is looking to rebuild its business in the Americas by arranging…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Saudi Arabia Vows to Maintain Its Status as an Oil Giant", + "excerpt": "As Saudi Arabia prepares to tender 44 gigawatts (GW) of renewable energy projects, it will continue to maintain its oil-producing potential to ensure global energy…", + "keywords": [ + "energy", + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Nigeria Discusses Crude and Fuel Supply with Africa’s Top Refinery", + "excerpt": "Aliko Dangote, Africa’s richest person and the owner of the continent’s newest and biggest refinery, is discussing crude supply to the refinery and fuel supply…", + "keywords": [ + "supply" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Austria’s OMV Profit Slumps on Weak Oil Trading and Refining", + "excerpt": "Austrian energy company OMV reported a lower-than-expected net profit for the third quarter as stronger chemicals sales and margins could not fully offset weaker oil…", + "keywords": [ + "energy", + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "BP Earnings Top Forecasts Despite Weaker Oil Prices and Refining", + "excerpt": "BP (NYSE: BP) booked third-quarter earnings above analyst expectations, although the profit was lower from a year earlier and the second quarter amid weaker oil…", + "keywords": [ + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Hydrogen Stocks Crash as Hype Faces Reality Check", + "excerpt": "The low-carbon hydrogen hype has begun to fade in recent months as companies and investors realize that their ambitions face the reality of costly projects…", + "keywords": [], + "published_date": "28 October 2024" + }, + { + "heading": "Oman’s Oil Exploration Firm Plunges After Record $2-Billion IPO", + "excerpt": "After a record $2-billion initial public offering, OQ Exploration and Production Company (OQEP), Oman’s wholly-state-owned upstream oil and gas operator, fell by more than 8%…", + "keywords": [ + "oil", + "gas", + "production" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China’s Oil Giant CNOOC Books Record Q3 Profit as Production Jumps", + "excerpt": "Despite lower international oil prices, Chinese state-held oil and gas giant CNOOC reported on Monday its highest-ever profit for the third quarter, on the back…", + "keywords": [ + "oil", + "gas", + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "PetroChina Set to Close Its Biggest Refinery in 2025", + "excerpt": "State oil giant PetroChina plans to shut its largest Chinese refinery in 2025 after years of considering moving the processing to a smaller site, anonymous…", + "keywords": [ + "oil" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China Ramps Up Coal Power as Energy Demand Surges", + "excerpt": "Although the share of coal in China’s electricity generation has been declining in recent years with the renewables boom, Chinese coal power generation and demand…", + "keywords": [ + "demand" + ], + "published_date": "27 October 2024" + }, + { + "heading": "EU and China Continue Talks on EV Tariffs Alternative", + "excerpt": "The European Union and China agreed on Friday to continue discussions on a possible alternative to the EU import tariffs on China-made electric vehicles, a…", + "keywords": [], + "published_date": "25 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "investment", + 3 + ], + [ + "supply", + 2 + ], + [ + "demand", + 2 + ] + ] + }, + { + "headline": "Gazprom Unit Sues Industrial Gases Giant Linde for $884 Million", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Gazprom-Unit-Sues-Industrial-Gases-Giant-Linde-for-884-Million.html", + "content": "Aston Martin's Pre-Tax Losses Plummet by 90% in Q3 US News & World Report's… Tsvetana Paraskova Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info A unit of Russian gas giant Gazprom is suing Linde, the world’s largest industrial gases company, in an $884 million (85.7 billion Russian rubles) claim over Linde’s withdrawal from a gas processing plant in east Russia. The subsidiary of Gazprom, which operates the new Amur Gas Processing Plant, has filed the claim at the Arbitration Court of the Amur Region in Russia, Reutersreportedon Wednesday, citing court documents it had seen. Following the Russian invasion of Ukraine, Germany-based Linde said in 2022 that it would withdraw from Russia, suspend all developments, sell industrial assets, and terminate supply to certain customers. In June 2022, Lindeendedits participation in the Amur gas processing complex, which is part of the Russian network of natural gas exports via the Power of Siberia pipeline to China. Two years earlier, Lindehad won a contractto provide engineering, procurement, and site services based on its proprietary technology for the cracker unit of SIBUR's Amur Gas Chemical Complex. Companies in Russia have filed several claims against Linde since the Western firm announced its withdrawal from the country two years ago. Most recently, a Russian court in Augustorderedthat assets worth $1.15 billion of a Linde subsidiary in the UK be frozen, as part of a dispute over another gas processing plant, the Ust-Luga complex. Linde signed in 2021 an engineering, procurement and construction (EPC) contract with Gazprom for the complex. Gazprom is involved in many other lawsuits and claims over previous contracts for supply of services or goods. In June, an arbitration tribunal awarded German energy giant Uniper theright to terminateits long-term Russian gas supply contracts and awarded it more than $14.1 billion (13 billion euros) in damages for the gas volumes that Gazprom Export has not supplied since the middle of 2022. By Tsvetana Paraskova for Oilprice.com | Previous Post Chinese Oil Major to Explore Iraqi Field Next Post The West Needs Incentives to Cut Russian Nuclear Fuel Dependence Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews. More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 30, 2024 at 07:33", + "author": "Tsvetana Paraskova", + "author_bio": "Tsvetana is a writer for Oilprice.com with over a decade of experience writing for news outlets such as iNVEZZ and SeeNews.", + "contributor_since": "13 Jul 2016", + "other_articles": [ + { + "heading": "The U.S. LNG Export Boom Faces Challenges", + "excerpt": "The U.S. LNG export industry has recently hit several stumbling blocks. And who will be America’s president in the next four years may not even…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Panama Canal Bets on Asian Demand to Boost Flailing LNG Traffic", + "excerpt": "After a year of traffic restrictions and upended global trade flows due to geopolitical shifts, the Panama Canal – the fastest route for American LNG…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Cheniere Energy Q3 Earnings Dip on Lower LNG and Gas Prices", + "excerpt": "The biggest U.S. LNG exporter, Cheniere Energy Inc (NYSE: LNG), reported on Thursday a decline in third-quarter revenues and profits amid decreased market volatility and…", + "keywords": [ + "energy", + "decline" + ], + "published_date": "31 October 2024" + }, + { + "heading": "TotalEnergies Misses Profit Forecast on Weak Refining and Low Oil Prices", + "excerpt": "Weak refining margins, lower LNG production, and declining oil prices weighed on the third-quarter earnings of TotalEnergies (NYSE: TTE), which came below expectations. TotalEnergies reported…", + "keywords": [ + "oil", + "production" + ], + "published_date": "31 October 2024" + }, + { + "heading": "IMF Cuts Middle East Growth Outlook on Oil Output Cuts and Conflicts", + "excerpt": "Economic growth in the Middle East and North Africa is expected to remain sluggish at 2.1% this year, amid ongoing conflicts and prolonged OPEC+ oil…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Shell Beats Expectations as Strong Gas Sales Offset Weak Refining", + "excerpt": "Shell (NYSE: SHEL) reported on Thursday better-than-expected earnings for the third quarter on the back of strong performance in its gas division which offset weak…", + "keywords": [ + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "The West Needs Incentives to Cut Russian Nuclear Fuel Dependence", + "excerpt": "The Western countries will need additional incentives and sanctions on Russia to reduce their dependence on the Russian supply of nuclear fuel, according to French…", + "keywords": [ + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Gazprom Unit Sues Industrial Gases Giant Linde for $884 Million", + "excerpt": "A unit of Russian gas giant Gazprom is suing Linde, the world’s largest industrial gases company, in an $884 million (85.7 billion Russian rubles) claim…", + "keywords": [ + "gas" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Ukraine and Russia Discuss Halting Attacks on Energy Sites", + "excerpt": "Russia and Ukraine are in the very early stages of Qatar-mediated talks about halting attacks on each other’s energy facilities and infrastructure, the Financial Times…", + "keywords": [ + "energy" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Lukoil’s Trading Arm Looks to Revive U.S. Business", + "excerpt": "Litasco, the international oil trading and shipping firm owned by Russian oil company Lukoil, is looking to rebuild its business in the Americas by arranging…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Saudi Arabia Vows to Maintain Its Status as an Oil Giant", + "excerpt": "As Saudi Arabia prepares to tender 44 gigawatts (GW) of renewable energy projects, it will continue to maintain its oil-producing potential to ensure global energy…", + "keywords": [ + "energy", + "oil" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Nigeria Discusses Crude and Fuel Supply with Africa’s Top Refinery", + "excerpt": "Aliko Dangote, Africa’s richest person and the owner of the continent’s newest and biggest refinery, is discussing crude supply to the refinery and fuel supply…", + "keywords": [ + "supply" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Austria’s OMV Profit Slumps on Weak Oil Trading and Refining", + "excerpt": "Austrian energy company OMV reported a lower-than-expected net profit for the third quarter as stronger chemicals sales and margins could not fully offset weaker oil…", + "keywords": [ + "energy", + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "BP Earnings Top Forecasts Despite Weaker Oil Prices and Refining", + "excerpt": "BP (NYSE: BP) booked third-quarter earnings above analyst expectations, although the profit was lower from a year earlier and the second quarter amid weaker oil…", + "keywords": [ + "oil", + "profit" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Hydrogen Stocks Crash as Hype Faces Reality Check", + "excerpt": "The low-carbon hydrogen hype has begun to fade in recent months as companies and investors realize that their ambitions face the reality of costly projects…", + "keywords": [], + "published_date": "28 October 2024" + }, + { + "heading": "Oman’s Oil Exploration Firm Plunges After Record $2-Billion IPO", + "excerpt": "After a record $2-billion initial public offering, OQ Exploration and Production Company (OQEP), Oman’s wholly-state-owned upstream oil and gas operator, fell by more than 8%…", + "keywords": [ + "oil", + "gas", + "production" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China’s Oil Giant CNOOC Books Record Q3 Profit as Production Jumps", + "excerpt": "Despite lower international oil prices, Chinese state-held oil and gas giant CNOOC reported on Monday its highest-ever profit for the third quarter, on the back…", + "keywords": [ + "oil", + "gas", + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "PetroChina Set to Close Its Biggest Refinery in 2025", + "excerpt": "State oil giant PetroChina plans to shut its largest Chinese refinery in 2025 after years of considering moving the processing to a smaller site, anonymous…", + "keywords": [ + "oil" + ], + "published_date": "28 October 2024" + }, + { + "heading": "China Ramps Up Coal Power as Energy Demand Surges", + "excerpt": "Although the share of coal in China’s electricity generation has been declining in recent years with the renewables boom, Chinese coal power generation and demand…", + "keywords": [ + "demand" + ], + "published_date": "27 October 2024" + }, + { + "heading": "EU and China Continue Talks on EV Tariffs Alternative", + "excerpt": "The European Union and China agreed on Friday to continue discussions on a possible alternative to the EU import tariffs on China-made electric vehicles, a…", + "keywords": [], + "published_date": "25 October 2024" + } + ], + "keywords": [ + [ + "energy", + 5 + ], + [ + "oil", + 5 + ], + [ + "gas", + 4 + ], + [ + "investment", + 3 + ], + [ + "supply", + 2 + ] + ] + }, + { + "headline": "Chinese Oil Major to Explore Iraqi Field", + "link": "https://oilprice.com/Latest-Energy-News/World-News/Chinese-Oil-Major-to-Explore-Iraqi-Field.html", + "content": "Oil Prices Rebound, But Henry Hub Nat Gas Still Taking a Beating Baghdad is actively working to… Charles Kennedy Charles is a writer for Oilprice.com More Info China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today. The deposit, Block 7, will be managed by a fully owned subsidiary of the Chinese company, CNOOC Africa Holding, with the first phase of the work planned to take three years, Reutersreported. The dealfollowsCNOOC’s winning bid for Block 7 following a tender that the Iraqi government carried out earlier this year, where Chinese energy majors were the big winners, winning a total of four bids for nine oil and gas deposits. Chinese companies’ entry into Iraq’s oil and gas sector is a result of an agreement inked back in 2019 and dubbed “Oil for Reconstruction and Investment”, under which Chinese companies are granted entry into Iraq’s energy infrastructure sector as investors in return for oil supplies. In addition to this agreement, Iraq’s government sought to stimulate more foreign investment in its oil and gas resources by changing the mechanism used to share profits from exploration and production activities. Previously, Iraq offered foreign energy investors a technical service contract, which paid a flat fixed rate to the producing companie for every barrel they extracted. This was considered sub-optimal by the producers since it meant that they could not make more money when oil prices went higher and at the same time had to shoulder any upward changes in production costs. Since this led to a pullout by some supermajors, Iraq decided to offer those still in the country and potential new entrants a profit-sharing agreement mechanism that did not feature the above problems with costs and market price advantages. It was this change in contract terms that convinced TotalEnergies to sign a massive $27-billion deal with the Iraqi authorities for the development of the country’s natural gas reserves, as well as solar power capacity. By Charles Kennedy for Oilprice.com | Previous Post Oil Prices Remain Subdued on the Prospect of an Israel-Lebanon Ceasefire Next Post Gazprom Unit Sues Industrial Gases Giant Linde for $884 Million Charles is a writer for Oilprice.com More Info Valero Could Be Next To Shutter California Oil Refineries Iran's Oil Exports: On a Slow Boat to Nowhere Surprise Crude Inventory Spike Slams Oil Prices Iran’s Oil Tankers Flee Biggest Export Terminal Fearing Israeli Attack Iran Readies New Oil Outlet To Bypass the Strait of Hormuz Why Is Smart Money Betting Against Renewable Energy Draws Across the Board Bolster Oil Prices Coal Remains On Its Throne Despite Transition Push China’s Oil and Steel Industries Are in the Red. What Now? only and are not intended to provide tax, legal, or investment advice. Nothing contained on the Web site shall be considered a recommendation, solicitation, or offer to buy or sell a security to any person in any jurisdiction. Merchant of Record:", + "date": "Oct 30, 2024 at 06:09", + "author": "Charles Kennedy", + "author_bio": "Charles is a writer for Oilprice.com", + "contributor_since": "29 Sep 2011", + "other_articles": [ + { + "heading": "Record Shale Production Helps ConocoPhillips Beat Profit Estimates", + "excerpt": "ConocoPhillips (NYSE: COP) is raising its ordinary dividend and share buyback program as its third-quarter earnings beat market expectations on the back of higher total…", + "keywords": [], + "published_date": "31 October 2024" + }, + { + "heading": "Rosneft to Resume Output at Idled Black Sea Refinery in November", + "excerpt": "Rosneft plans to resume crude processing at its Tuapse oil refinery on Russia’s Black Sea coast in November, after idling it for a month because…", + "keywords": [ + "oil" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall", + "excerpt": "Canada’s largest oil and gas producer, Canadian Natural Resources (NYSE: CNQ), reported lower adjusted net earnings from operations for the third quarter compared to a…", + "keywords": [ + "oil", + "gas" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exelon Reports 80% Surge in Data Center Power Supply Deals", + "excerpt": "Exelon has seen an 80% increase in power supply deals coming from data enter operators in the latest sign that the IT industry is driving…", + "keywords": [ + "supply" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "excerpt": "Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the…", + "keywords": [ + "investment", + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Investment Giants Form $50-Billion AI and Power Partnership", + "excerpt": "Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a $50 billion strategic partnership to invest in data centers and power…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "excerpt": "Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s…", + "keywords": [], + "published_date": "30 October 2024" + }, + { + "heading": "Chinese Oil Major to Explore Iraqi Field", + "excerpt": "China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today. The deposit, Block 7, will be…", + "keywords": [ + "oil" + ], + "published_date": "30 October 2024" + }, + { + "heading": "TotalEnergies to Produce More Gas Condensate Offshore Denmark", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "Phillips 66 Beats Analyst Estimates Despite Earnings Dip in Q3", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [], + "published_date": "29 October 2024" + }, + { + "heading": "UK Offshore Oil Platform Halted Due to Gas Compressor Issue", + "excerpt": "Production via the Triton Floating Production Storage & Offloading (FPSO) vessel in the UK North Sea has been halted due to a problem with the…", + "keywords": [ + "production" + ], + "published_date": "29 October 2024" + }, + { + "heading": "UAE’s Renewable Energy Giant Pushes Back Green Hydrogen Targets", + "excerpt": "Masdar, the clean energy giant of the United Arab Emirates (UAE), has pushed back its target to reach 1 million tons per year of green…", + "keywords": [ + "energy" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Profit at India’s Top Refiner Slumps by 99% Due to Weak Margins", + "excerpt": "IndianOil, the biggest refiner in India, reported on Monday a net profit tumbling by 98.6% in the quarter to September from a year ago amid…", + "keywords": [ + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Average U.S. Gasoline Price Set to Drop Below $3 for the First Time Since 2021", + "excerpt": "The U.S. national average price of gasoline is set to soon fall below $3 per gallon for the first time since 2021, amid lower seasonal…", + "keywords": [ + "price" + ], + "published_date": "28 October 2024" + }, + { + "heading": "FERC Grants Exxon and Qatar Three-Year Extension to Build Golden Pass LNG", + "excerpt": "The U.S. Federal Energy Regulatory Commission has granted a three-year extension to ExxonMobil and QatarEnergy to build their $10-billion Golden Pass LNG export plant in…", + "keywords": [ + "energy" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Cepsa: Windfall Tax Would Delay Its $3.3-Billion Hydrogen Plan", + "excerpt": "Cepsa, Spain’s second-largest oil company, will delay its $3.25 billion (3 billion euros) investment into domestic green hydrogen projects if Spain makes the windfall tax…", + "keywords": [ + "oil", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "South Africa Seeks Loan Guarantees for Energy Transition Funding", + "excerpt": "South Africa is currently negotiating loan guarantees with its international partners in its $9.3-billion Just Energy Transition Partnership (JETP) program for energy investment. The International…", + "keywords": [ + "energy", + "investment" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Saudi Oil Export Revenues Hit Three-Year Low as Prices Decline", + "excerpt": "Lower crude oil prices dragged Saudi Arabia’s oil export revenues to the lowest level in more than three years in August, amid underwhelming oil demand…", + "keywords": [ + "oil", + "demand" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Tesla Stock Soars After Q3 Earnings Beat", + "excerpt": "Tesla (NASDAQ: TSLA) saw its shares jump by 20% after hours on Wednesday and another 14% in pre-market trade on Thursday after reporting earnings for…", + "keywords": [], + "published_date": "24 October 2024" + }, + { + "heading": "Oil Refining Giant Valero Tops Estimates Despite Q3 Profit Plunge", + "excerpt": "One of the biggest U.S. refiners, Valero Energy (NYSE: VLO), beat Wall Street estimates even as it reported a widely expected plunge in its third-quarter…", + "keywords": [ + "energy" + ], + "published_date": "24 October 2024" + } + ], + "keywords": [ + [ + "oil", + 5 + ], + [ + "energy", + 5 + ], + [ + "gas", + 4 + ], + [ + "profit", + 4 + ], + [ + "investment", + 3 + ], + [ + "production", + 3 + ], + [ + "barrel", + 3 + ], + [ + "price", + 3 + ] + ] + } +] diff --git a/src/WebScraper/main.py b/src/WebScraper/main.py new file mode 100644 index 0000000..3eddda7 --- /dev/null +++ b/src/WebScraper/main.py @@ -0,0 +1,47 @@ +import argparse +import sys +import time +import scrapers.oil_news_scraper as oil_news +import scrapers.oil_news_preprocessor as oil_news_preprocessor +from tqdm import tqdm + +def show_usage_bar(duration): + for _ in tqdm(range(duration), desc="Processing", unit="sec"): + time.sleep(1) + +def run_scraper(): + print("Starting oil data collection with the scraper...") + show_usage_bar(0) # Simulated progress bar duration + oil_news.run_scraper() + print("Oil news data scraping completed.") + +def run_preprocessor(): + print("Starting oil data collection with the preprocessor...") + show_usage_bar(0) # Simulated progress bar duration + oil_news_preprocessor.run_preprocessor() + print("Oil news data preprocessing completed.") + +def main(): + parser = argparse.ArgumentParser( + description="Oil News Data Collection Tool" + ) + parser.add_argument( + "--scraper", action="store_true", help="Run the oil news scraper (original code)." + ) + parser.add_argument( + "--preprocessed", action="store_true", help="Run the oil news preprocessor (new code for sentiment analysis)." + ) + + args = parser.parse_args() + + if args.scraper: + run_scraper() + elif args.preprocessed: + run_preprocessor() + else: + print("No valid option selected. Use '--scraper' to run the scraper or '--preprocessed' to run the preprocessor.") + parser.print_help() + +if __name__ == "__main__": + main() + diff --git a/src/WebScraper/requirements.txt b/src/WebScraper/requirements.txt new file mode 100644 index 0000000..b16d479 --- /dev/null +++ b/src/WebScraper/requirements.txt @@ -0,0 +1,30 @@ +attrs==24.2.0 +beautifulsoup4==4.12.3 +certifi==2024.8.30 +charset-normalizer==3.4.0 +flake8==7.1.1 +h11==0.14.0 +idna==3.10 +mccabe==0.7.0 +numpy==2.1.2 +outcome==1.3.0.post0 +pandas==2.2.3 +pycodestyle==2.12.1 +pyflakes==3.2.0 +PySocks==1.7.1 +python-dateutil==2.9.0.post0 +pytz==2024.2 +requests==2.32.3 +selenium==4.25.0 +six==1.16.0 +sniffio==1.3.1 +sortedcontainers==2.4.0 +soupsieve==2.6 +tqdm==4.66.6 +trio==0.27.0 +trio-websocket==0.11.1 +typing_extensions==4.12.2 +tzdata==2024.2 +urllib3==2.2.3 +websocket-client==1.8.0 +wsproto==1.2.0 diff --git a/src/WebScraper/retrievers/ibkr_data_retriever.py b/src/WebScraper/retrievers/ibkr_data_retriever.py new file mode 100644 index 0000000..f1c09f1 --- /dev/null +++ b/src/WebScraper/retrievers/ibkr_data_retriever.py @@ -0,0 +1,60 @@ +import json +from datetime import datetime +from ibapi.client import EClient +from ibapi.wrapper import EWrapper +from ibapi.contract import Contract + +class IBKRDataRetriever(EWrapper, EClient): + def __init__(self): + EClient.__init__(self, self) + + def connect_and_retrieve_data(self): + self.connect("127.0.0.1", 7497, clientId=0) # Ensure IB Gateway or TWS is running + contract = Contract() + contract.symbol = "AAPL" # Example stock; replace as needed + contract.secType = "STK" + contract.exchange = "SMART" + contract.currency = "USD" + + self.reqHistoricalData( + reqId=1, + contract=contract, + endDateTime=datetime.now().strftime("%Y%m%d %H:%M:%S"), + durationStr="1 D", + barSizeSetting="1 day", + whatToShow="MIDPOINT", + useRTH=1, + formatDate=1, + keepUpToDate=False, + chartOptions=[] + ) + + def historicalData(self, reqId, bar): + data = { + "Date": bar.date, + "Close/Last": bar.close, + "Volume": bar.volume, + "Open": bar.open, + "High": bar.high, + "Low": bar.low + } + self.save_data_to_json(data) + + def save_data_to_json(self, data): + json_path = "../data/HistoricalData.json" + try: + with open(json_path, "r") as file: + historical_data = json.load(file) + except FileNotFoundError: + historical_data = [] + + historical_data.insert(0, data) + + with open(json_path, "w") as file: + json.dump(historical_data, file, indent=4) + print(f"Data saved to {json_path}") + +if __name__ == "__main__": + app = IBKRDataRetriever() + app.connect_and_retrieve_data() + diff --git a/src/WebScraper/scrapers/__pycache__/oil_news_preprocessor.cpython-311.pyc b/src/WebScraper/scrapers/__pycache__/oil_news_preprocessor.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..80f649fcf5a5fc7b8d0fd01ae99f0f5719c529df GIT binary patch literal 15215 zcmZ3^%ge>Uz`*d9UnN~#lY!wehy%l{P{wBgCI*J-3@HpLj5!QZ5SlTH5zJ?bVgl35 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os.path.dirname(os.path.dirname(__file__)) # One level up +DATA_DIR = os.path.join(SCRAPER_DIR, "data") +KEYWORD_FILE_PATH = os.path.join(SCRAPER_DIR, "assets", "oil_key_words.txt") + +if not os.path.exists(DATA_DIR): + os.makedirs(DATA_DIR) + +def load_existing_data(file_path): + if os.path.exists(file_path): + with open(file_path, 'r', encoding='utf-8') as f: + return json.load(f) + return [] + +def save_to_json(data, file_path): + existing_data = load_existing_data(file_path) + existing_links = {article['link'] for article in existing_data if 'link' in article} + + new_data = [] + for article in data: + if 'link' not in article or article['link'] in existing_links: + print(f"Skipping duplicate or missing link article: {article.get('headline', 'Unknown Headline')}") + continue + new_data.append(article) + + combined_data = existing_data + new_data + + with open(file_path, 'w', encoding='utf-8') as f: + json.dump(combined_data, f, ensure_ascii=False, indent=4) + print(f"Data saved to {file_path}") + +def load_keyword_importance(file_path): + keyword_importance = {} + if os.path.exists(file_path): + with open(file_path, 'r', encoding='utf-8') as f: + for line in f: + parts = line.strip().split() + if len(parts) == 2: + keyword, importance = parts + keyword_importance[keyword.lower()] = int(importance) + else: + print(f"Keyword file not found at {file_path}") + return keyword_importance + +keyword_importance = load_keyword_importance(KEYWORD_FILE_PATH) + +def extract_keywords(text, keyword_importance): + words = re.findall(r'\b\w+\b', text.lower()) + keywords = {word: keyword_importance[word] for word in words if word in keyword_importance} + return sorted(keywords.items(), key=lambda x: x[1], reverse=True)[:10] + +def filter_content(content): + """Remove advertisements, irrelevant phrases, headers, and disclaimers from content.""" + patterns = [ + r'ADVERTISEMENT', + r'Click Here for \d+\+ Global Oil Prices', + r'Find us on:', + r'Back to homepage', + r'Join the discussion', + r'More Top Reads From Oilprice.com', + r'©OilPrice\.com.*?educational purposes', + r'A Media Solutions.*?Oilprice.com', + r'\"It\'s most important 8 minute read of my week…\"', + r'^[\w\s]*?is a [\w\s]*? for Oilprice\.com.*?More Info', + r'^.*?DNOW is a supplier.*?,', + ] + + for pattern in patterns: + content = re.sub(pattern, '', content, flags=re.IGNORECASE) + content = re.sub(r'\s+', ' ', content).strip() + return content + +def scrape_author_info(driver, author_url, headline_pages=1): + """Scrape author's name, bio, contributor since date, and latest article headlines with excerpts, keywords, and timestamp.""" + author_name = "Unknown" + author_bio = "" + contributor_since = "" + other_articles = [] + + try: + # Load author page + driver.get(author_url) + WebDriverWait(driver, 15).until( + EC.presence_of_element_located((By.TAG_NAME, "h1")) + ) + page_source = driver.page_source + bio_soup = BeautifulSoup(page_source, "html.parser") + + # Extract author name + author_name_tag = bio_soup.find('h1') + author_name = author_name_tag.get_text(strip=True) if author_name_tag else "Unknown Author" + + # Extract author bio + author_bio_tag = bio_soup.find('div', class_='biography') + author_bio = author_bio_tag.get_text(strip=True) if author_bio_tag else "No bio available" + + # Extract contributor since date + contributor_since_tag = bio_soup.find('p', class_='contributor_since') + contributor_since = contributor_since_tag.get_text(strip=True).replace("Contributor since: ", "") if contributor_since_tag else "Unknown Date" + + # Extract latest articles by author with heading, excerpt, keywords, and timestamp + for page in range(1, headline_pages + 1): + driver.get(f"{author_url}/Page-{page}.html") + WebDriverWait(driver, 10).until( + EC.presence_of_element_located((By.CLASS_NAME, "articles")) + ) + page_soup = BeautifulSoup(driver.page_source, "html.parser") + article_tags = page_soup.find_all('li', class_='clear') + + for article in article_tags: + heading_tag = article.find('h3') + excerpt_tag = article.find('p', class_='articlecontent') + timestamp_tag = article.find('div', class_='meta') + + if heading_tag and excerpt_tag and timestamp_tag: + heading = heading_tag.get_text(strip=True) + excerpt = filter_content(excerpt_tag.get_text(strip=True)) # Use filter_content + timestamp = timestamp_tag.get_text(strip=True).split("|")[0].replace("Published ", "").strip() + keywords = [keyword for keyword, _ in extract_keywords(excerpt, keyword_importance)] + + other_articles.append({ + "heading": heading, + "excerpt": excerpt, + "keywords": keywords, + "published_date": timestamp + }) + + except Exception as e: + print(f"Error scraping author info: {e}") + author_name = "Error Occurred" + author_bio = str(e) + contributor_since = "N/A" + other_articles = [{"heading": "Error retrieving articles", "excerpt": "", "keywords": [], "published_date": ""}] + + return { + "name": author_name, + "bio": author_bio, + "contributor_since": contributor_since, + "other_articles": other_articles + } + +def scrape_oil_news(): + print("Scraping oil news articles for sentiment analysis...") + + options = Options() + options.headless = True + driver = webdriver.Firefox(options=options) + + news_data = [] + page_number = 1 + max_pages = 1 + total_articles = 0 + + while page_number <= max_pages: + driver.get(f"{OIL_NEWS_URL}Page-{page_number}.html") + try: + WebDriverWait(driver, 10).until( + EC.presence_of_element_located((By.CLASS_NAME, "categoryArticle")) + ) + except: + break + soup = BeautifulSoup(driver.page_source, "html.parser") + total_articles += len(soup.find_all('div', class_='categoryArticle')) + page_number += 1 + + page_number = 1 + with tqdm(total=total_articles, desc="Scraping articles", unit="article") as pbar: + while page_number <= max_pages: + print(f"\nProcessing page {page_number}...") + driver.get(f"{OIL_NEWS_URL}Page-{page_number}.html") + soup = BeautifulSoup(driver.page_source, "html.parser") + articles = soup.find_all('div', class_='categoryArticle') + if not articles: + break + + for article in articles: + headline = article.find('h2', class_='categoryArticle__title').get_text(strip=True) if article.find('h2', class_='categoryArticle__title') else None + link_tag = article.find('a', href=True) + link = link_tag['href'] if link_tag else None + date_meta = article.find('p', class_='categoryArticle__meta') + date = date_meta.get_text(strip=True).split('|')[0].strip() if date_meta else None + + content = "" + if link: + print(f"Fetching article: {link}") + driver.get(link) + try: + WebDriverWait(driver, 10).until( + EC.presence_of_element_located((By.CLASS_NAME, "singleArticle")) + ) + article_soup = BeautifulSoup(driver.page_source, "html.parser") + raw_content = " ".join([p.get_text(strip=True) for p in article_soup.find_all('p')]) + content = filter_content(raw_content) + + # Fetch author info using scrape_author_info + author_url = article_soup.find('a', text=re.compile(r'More Info|Read More', re.IGNORECASE))['href'] + author_info = scrape_author_info(driver, author_url, headline_pages=1) + + except: + print(f"Error: Content did not load for article {headline}.") + author_info = { + "name": "Unknown", + "bio": "", + "contributor_since": "", + "other_articles": [] + } + + extracted_keywords = extract_keywords(f"{headline} {content}", keyword_importance) + + if headline and link and date: + news_data.append({ + 'headline': headline, + 'link': link, + 'content': content, + 'date': date, + 'author': author_info['name'], + 'author_bio': author_info['bio'], + 'contributor_since': author_info['contributor_since'], + 'other_articles': author_info['other_articles'], + 'keywords': extracted_keywords, + }) + + pbar.set_postfix_str(f"Processing article: {headline[:40]}...") + pbar.update(1) + + page_number += 1 + time.sleep(2) + + driver.quit() + return news_data + +def run_preprocessor(): + file_path = os.path.join(DATA_DIR, 'preprocessed_oil_news.json') + news_data = scrape_oil_news() + save_to_json(news_data, file_path) + +if __name__ == "__main__": + run_preprocessor() + diff --git a/src/WebScraper/scrapers/oil_news_scraper.py b/src/WebScraper/scrapers/oil_news_scraper.py new file mode 100644 index 0000000..a5cdb5f --- /dev/null +++ b/src/WebScraper/scrapers/oil_news_scraper.py @@ -0,0 +1,143 @@ +import json +from selenium import webdriver +from selenium.webdriver.firefox.options import Options +from selenium.webdriver.common.by import By +from selenium.webdriver.support.ui import WebDriverWait +from selenium.webdriver.support import expected_conditions as EC +from bs4 import BeautifulSoup +import os +import time +import re + +OIL_NEWS_URL = "https://oilprice.com/Latest-Energy-News/World-News/" +DATA_DIR = os.path.join(os.getcwd(), "data") +KEYWORD_FILE_PATH = os.path.join(os.getcwd(), "assets", "oil_key_words.txt") + +if not os.path.exists(DATA_DIR): + os.makedirs(DATA_DIR) + +def load_existing_data(file_path): + """Load existing data from JSON file to avoid duplicates.""" + if os.path.exists(file_path): + with open(file_path, 'r', encoding='utf-8') as f: + return json.load(f) + return [] + +def save_to_json(data, file_path): + """Save scraped data to a JSON file, ensuring no duplicates.""" + existing_data = load_existing_data(file_path) + existing_links = {article['link'] for article in existing_data} + + new_data = [] + for article in data: + if article['link'] in existing_links: + print(f"Skipping duplicate article: {article['headline']}") + continue + new_data.append(article) + + combined_data = existing_data + new_data + + with open(file_path, 'w', encoding='utf-8') as f: + json.dump(combined_data, f, ensure_ascii=False, indent=4) + print(f"Oil news data saved to {file_path}") + +def load_keyword_importance(file_path): + """Load keyword importance values from the oil_key_words.txt file.""" + keyword_importance = {} + if os.path.exists(file_path): + with open(file_path, 'r', encoding='utf-8') as f: + for line in f: + parts = line.strip().split() + if len(parts) == 2: + keyword, importance = parts + keyword_importance[keyword.lower()] = int(importance) + else: + print(f"Keyword file not found at {file_path}") + return keyword_importance + +keyword_importance = load_keyword_importance(KEYWORD_FILE_PATH) + +def extract_keywords(text, keyword_importance): + """Extract important keywords from text based on an external keyword list.""" + words = re.findall(r'\b\w+\b', text.lower()) + keywords = {} + + for word in words: + if len(word) > 3 and word in keyword_importance: + keywords[word] = keyword_importance[word] # Store keyword with its importance + + # Return up to 10 unique keywords with their importance + return sorted(keywords.items(), key=lambda x: x[1], reverse=True)[:10] + +def analyze_sentiment(text): + """Basic sentiment analysis placeholder with minimal processing.""" + # Only check for specific keywords; avoid complex logic to save time + if "profit" in text or "rise" in text: + return "Positive" + elif "loss" in text or "decline" in text: + return "Negative" + else: + return "Neutral" + +def scrape_oil_news(): + print("Scraping oil market news using Selenium...") + + options = Options() + options.headless = True + driver = webdriver.Firefox(options=options) + + news_data = [] + page_number = 1 + max_pages = 10 # Limit to 10 pages + + while page_number <= max_pages: + print(f"Processing page {page_number}...") + driver.get(f"{OIL_NEWS_URL}Page-{page_number}.html") + + try: + WebDriverWait(driver, 20).until( + EC.presence_of_element_located((By.CLASS_NAME, "categoryArticle")) + ) + except Exception as e: + print(f"Error: Content did not load properly on page {page_number}.") + break + + soup = BeautifulSoup(driver.page_source, "html.parser") + + articles = soup.find_all('div', class_='categoryArticle') + if not articles: + print(f"No articles found on page {page_number}. Ending pagination.") + break + + for article in articles: + headline = article.find('h2', class_='categoryArticle__title').get_text(strip=True) if article.find('h2', class_='categoryArticle__title') else None + link = article.find('a', href=True)['href'] if article.find('a', href=True) else None + date = article.find('p', class_='categoryArticle__meta').get_text(strip=True) if article.find('p', class_='categoryArticle__meta') else None + excerpt = article.find('p', class_='categoryArticle__excerpt').get_text(strip=True) if article.find('p', class_='categoryArticle__excerpt') else None + author = date.split('|')[-1].strip() if '|' in date else "Unknown Author" + timestamp = date.split('|')[0].strip() if '|' in date else date + extracted_keywords = extract_keywords(headline + " " + excerpt if excerpt else headline, keyword_importance) + + if headline and link and date: + news_data.append({ + 'headline': headline, + 'link': link, + 'date': timestamp, + 'author': author, + 'excerpt': excerpt, + 'keywords': extracted_keywords, + 'sentiment_analysis': None + #'sentiment_analysis': analyze_sentiment(headline + " " + excerpt if excerpt else headline) + }) + + page_number += 1 + time.sleep(2) + + driver.quit() + return news_data + +def run_scraper(): + file_path = os.path.join(DATA_DIR, 'oil_news.json') + news_data = scrape_oil_news() + save_to_json(news_data, file_path) + diff --git a/src/WebScraper/scrapers/tests/author_info.json b/src/WebScraper/scrapers/tests/author_info.json new file mode 100644 index 0000000..8b5b2a5 --- /dev/null +++ b/src/WebScraper/scrapers/tests/author_info.json @@ -0,0 +1,347 @@ +{ + "name": "Charles Kennedy", + "bio": "Charles is a writer for Oilprice.com", + "contributor_since": "29 Sep 2011", + "other_articles": [ + { + "heading": "Record Shale Production Helps ConocoPhillips Beat Profit Estimates", + "excerpt": "ConocoPhillips (NYSE: COP) is raising its ordinary dividend and share buyback program as its third-quarter earnings beat market expectations on the back of higher total…", + "keywords": [ + "share", + "market", + "higher", + "back", + "total", + "expectations", + "third", + "beat", + "raising", + "conocophillips" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Rosneft to Resume Output at Idled Black Sea Refinery in November", + "excerpt": "Rosneft plans to resume crude processing at its Tuapse oil refinery on Russia’s Black Sea coast in November, after idling it for a month because…", + "keywords": [ + "processing", + "idling", + "russia", + "plans", + "rosneft", + "refinery", + "tuapse", + "crude", + "november", + "black" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Canadian Natural Resources Q3 Profit Slips as Oil and Gas Prices Fall", + "excerpt": "Canada’s largest oil and gas producer, Canadian Natural Resources (NYSE: CNQ), reported lower adjusted net earnings from operations for the third quarter compared to a…", + "keywords": [ + "canada", + "operations", + "producer", + "resources", + "reported", + "canadian", + "largest", + "third", + "natural", + "nyse" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Exelon Reports 80% Surge in Data Center Power Supply Deals", + "excerpt": "Exelon has seen an 80% increase in power supply deals coming from data enter operators in the latest sign that the IT industry is driving…", + "keywords": [ + "industry", + "data", + "driving", + "seen", + "power", + "increase", + "exelon", + "deals", + "sign", + "that" + ], + "published_date": "31 October 2024" + }, + { + "heading": "Russia’s Gazprom Boosts 2024 Investments to $16.9 Billion", + "excerpt": "Gazprom is raising its investment plan for 2024 by 4% to $16.9 billion (1.642 trillion Russian rubles), thanks to rising exports and domestic supply, the…", + "keywords": [ + "investment", + "russian", + "rubles", + "plan", + "exports", + "billion", + "raising", + "thanks", + "trillion", + "supply" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Investment Giants Form $50-Billion AI and Power Partnership", + "excerpt": "Global investment firm KKR and private-equity giant Energy Capital Partners on Wednesday announced a $50 billion strategic partnership to invest in data centers and power…", + "keywords": [ + "centers", + "strategic", + "investment", + "giant", + "energy", + "capital", + "private", + "wednesday", + "billion", + "data" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Vietnamese EV Maker Gets $1 Billion in Funding Led by UAE", + "excerpt": "Vietnam’s electric vehicle manufacturer VinFast Auto is expected to receive at least $1 billion in overseas funding led by Emirates Driving Company (EDC), Abu Dhabi’s…", + "keywords": [ + "overseas", + "manufacturer", + "vietnam", + "expected", + "billion", + "driving", + "emirates", + "funding", + "receive", + "least" + ], + "published_date": "30 October 2024" + }, + { + "heading": "Chinese Oil Major to Explore Iraqi Field", + "excerpt": "China’s CNOOC has inked a deal for exploration at an oil field in central Iraq, the company said today.\nThe deposit, Block 7, will be…", + "keywords": [ + "deposit", + "cnooc", + "iraq", + "field", + "central", + "deal", + "today", + "said", + "china", + "inked" + ], + "published_date": "30 October 2024" + }, + { + "heading": "TotalEnergies to Produce More Gas Condensate Offshore Denmark", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [ + "phillips", + "refining", + "giant", + "than", + "expected", + "higher", + "year", + "plunged", + "third", + "even" + ], + "published_date": "29 October 2024" + }, + { + "heading": "Phillips 66 Beats Analyst Estimates Despite Earnings Dip in Q3", + "excerpt": "U.S. refining and chemicals giant Phillips 66 (NYSE: PSX) booked higher-than-expected earnings for the third quarter even if earnings plunged from a year earlier, as…", + "keywords": [ + "phillips", + "refining", + "giant", + "than", + "expected", + "higher", + "year", + "plunged", + "third", + "even" + ], + "published_date": "29 October 2024" + }, + { + "heading": "UK Offshore Oil Platform Halted Due to Gas Compressor Issue", + "excerpt": "Production via the Triton Floating Production Storage & Offloading (FPSO) vessel in the UK North Sea has been halted due to a problem with the…", + "keywords": [ + "fpso", + "been", + "with", + "problem", + "halted", + "storage", + "triton", + "vessel", + "offloading", + "north" + ], + "published_date": "29 October 2024" + }, + { + "heading": "UAE’s Renewable Energy Giant Pushes Back Green Hydrogen Targets", + "excerpt": "Masdar, the clean energy giant of the United Arab Emirates (UAE), has pushed back its target to reach 1 million tons per year of green…", + "keywords": [ + "united", + "energy", + "giant", + "emirates", + "back", + "year", + "million", + "arab", + "pushed", + "target" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Profit at India’s Top Refiner Slumps by 99% Due to Weak Margins", + "excerpt": "IndianOil, the biggest refiner in India, reported on Monday a net profit tumbling by 98.6% in the quarter to September from a year ago amid…", + "keywords": [ + "refiner", + "monday", + "september", + "biggest", + "reported", + "indianoil", + "india", + "year", + "tumbling", + "profit" + ], + "published_date": "28 October 2024" + }, + { + "heading": "Average U.S. Gasoline Price Set to Drop Below $3 for the First Time Since 2021", + "excerpt": "The U.S. national average price of gasoline is set to soon fall below $3 per gallon for the first time since 2021, amid lower seasonal…", + "keywords": [ + "gasoline", + "national", + "below", + "gallon", + "soon", + "first", + "lower", + "average", + "seasonal", + "price" + ], + "published_date": "28 October 2024" + }, + { + "heading": "FERC Grants Exxon and Qatar Three-Year Extension to Build Golden Pass LNG", + "excerpt": "The U.S. Federal Energy Regulatory Commission has granted a three-year extension to ExxonMobil and QatarEnergy to build their $10-billion Golden Pass LNG export plant in…", + "keywords": [ + "federal", + "export", + "three", + "energy", + "golden", + "billion", + "year", + "their", + "qatarenergy", + "regulatory" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Cepsa: Windfall Tax Would Delay Its $3.3-Billion Hydrogen Plan", + "excerpt": "Cepsa, Spain’s second-largest oil company, will delay its $3.25 billion (3 billion euros) investment into domestic green hydrogen projects if Spain makes the windfall tax…", + "keywords": [ + "investment", + "second", + "projects", + "billion", + "euros", + "largest", + "into", + "delay", + "will", + "cepsa" + ], + "published_date": "25 October 2024" + }, + { + "heading": "South Africa Seeks Loan Guarantees for Energy Transition Funding", + "excerpt": "South Africa is currently negotiating loan guarantees with its international partners in its $9.3-billion Just Energy Transition Partnership (JETP) program for energy investment.\nThe International…", + "keywords": [ + "jetp", + "negotiating", + "energy", + "transition", + "currently", + "investment", + "billion", + "south", + "africa", + "guarantees" + ], + "published_date": "25 October 2024" + }, + { + "heading": "Saudi Oil Export Revenues Hit Three-Year Low as Prices Decline", + "excerpt": "Lower crude oil prices dragged Saudi Arabia’s oil export revenues to the lowest level in more than three years in August, amid underwhelming oil demand…", + "keywords": [ + "years", + "three", + "august", + "than", + "more", + "dragged", + "revenues", + "saudi", + "crude", + "prices" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Tesla Stock Soars After Q3 Earnings Beat", + "excerpt": "Tesla (NASDAQ: TSLA) saw its shares jump by 20% after hours on Wednesday and another 14% in pre-market trade on Thursday after reporting earnings for…", + "keywords": [ + "thursday", + "after", + "trade", + "market", + "tesla", + "wednesday", + "another", + "nasdaq", + "hours", + "reporting" + ], + "published_date": "24 October 2024" + }, + { + "heading": "Oil Refining Giant Valero Tops Estimates Despite Q3 Profit Plunge", + "excerpt": "One of the biggest U.S. refiners, Valero Energy (NYSE: VLO), beat Wall Street estimates even as it reported a widely expected plunge in its third-quarter…", + "keywords": [ + "street", + "energy", + "biggest", + "wall", + "reported", + "expected", + "plunge", + "widely", + "third", + "valero" + ], + "published_date": "24 October 2024" + } + ] +} \ No newline at end of file diff --git a/src/WebScraper/scrapers/tests/author_scraper_test.py b/src/WebScraper/scrapers/tests/author_scraper_test.py new file mode 100644 index 0000000..8004b42 --- /dev/null +++ b/src/WebScraper/scrapers/tests/author_scraper_test.py @@ -0,0 +1,109 @@ +import json +import re +import time +from selenium import webdriver +from selenium.webdriver.firefox.options import Options +from selenium.webdriver.common.by import By +from selenium.webdriver.support.ui import WebDriverWait +from selenium.webdriver.support import expected_conditions as EC +from bs4 import BeautifulSoup + +AUTHOR_URL = "https://oilprice.com/contributors/Charles-Kennedy" # Replace with actual author URL +OUTPUT_FILE = "author_info.json" + +def extract_keywords(text): + """Basic keyword extraction by finding unique words longer than 3 characters.""" + words = re.findall(r'\b\w{4,}\b', text.lower()) + keywords = list(set(words)) + return keywords[:10] # Limit to top 10 unique keywords for simplicity + +def scrape_author_info(author_url, headline_pages=1): + """Scrape author's name, bio, contributor since date, and latest article headlines with excerpts, keywords, and timestamp.""" + options = Options() + options.headless = True + driver = webdriver.Firefox(options=options) + + author_name = "Unknown" + author_bio = "" + contributor_since = "" + other_articles = [] + + try: + # Load author page + driver.get(author_url) + WebDriverWait(driver, 15).until( + EC.presence_of_element_located((By.TAG_NAME, "h1")) + ) + page_source = driver.page_source + bio_soup = BeautifulSoup(page_source, "html.parser") + + # Extract author name + author_name_tag = bio_soup.find('h1') + author_name = author_name_tag.get_text(strip=True) if author_name_tag else "Unknown Author" + + # Extract author bio + author_bio_tag = bio_soup.find('div', class_='biography') + author_bio = author_bio_tag.get_text(strip=True) if author_bio_tag else "No bio available" + + # Extract contributor since date + contributor_since_tag = bio_soup.find('p', class_='contributor_since') + contributor_since = contributor_since_tag.get_text(strip=True).replace("Contributor since: ", "") if contributor_since_tag else "Unknown Date" + + # Extract latest articles by author with heading, excerpt, keywords, and timestamp + for page in range(1, headline_pages + 1): + driver.get(f"{author_url}/Page-{page}.html") + WebDriverWait(driver, 10).until( + EC.presence_of_element_located((By.CLASS_NAME, "articles")) + ) + page_soup = BeautifulSoup(driver.page_source, "html.parser") + article_tags = page_soup.find_all('li', class_='clear') + + for article in article_tags: + heading_tag = article.find('h3') + excerpt_tag = article.find('p', class_='articlecontent') + timestamp_tag = article.find('div', class_='meta') + + if heading_tag and excerpt_tag and timestamp_tag: + heading = heading_tag.get_text(strip=True) + excerpt = excerpt_tag.get_text(strip=True) + timestamp = timestamp_tag.get_text(strip=True).split("|")[0].replace("Published ", "").strip() + keywords = extract_keywords(excerpt) + + other_articles.append({ + "heading": heading, + "excerpt": excerpt, + "keywords": keywords, + "published_date": timestamp + }) + + except Exception as e: + print(f"Error scraping author info: {e}") + author_name = "Error Occurred" + author_bio = str(e) + contributor_since = "N/A" + other_articles = [{"heading": "Error retrieving articles", "excerpt": "", "keywords": [], "published_date": ""}] + + finally: + driver.quit() + + return { + "name": author_name, + "bio": author_bio, + "contributor_since": contributor_since, + "other_articles": other_articles + } + +def save_to_json(data, output_file): + """Save author info to a JSON file.""" + with open(output_file, mode="w", encoding="utf-8") as file: + json.dump(data, file, ensure_ascii=False, indent=4) + + print(f"Author info saved to {output_file}") + +if __name__ == "__main__": + # Scrape author info + author_info = scrape_author_info(AUTHOR_URL, headline_pages=1) + + # Save to JSON + save_to_json(author_info, OUTPUT_FILE) + diff --git a/src/WebScraper/scrapers/tests/selenium_webdriver_test.py b/src/WebScraper/scrapers/tests/selenium_webdriver_test.py new file mode 100644 index 0000000..d70c785 --- /dev/null +++ b/src/WebScraper/scrapers/tests/selenium_webdriver_test.py @@ -0,0 +1,26 @@ +from selenium import webdriver +from selenium.webdriver.firefox.service import Service +from selenium.webdriver.common.by import By +import time + +# Provide the path to your geckodriver executable using the Service class +service = Service(executable_path='/usr/local/bin/geckodriver') +driver = webdriver.Firefox(service=service) + +# Open a website (e.g., OilPrice.com) +driver.get("https://oilprice.com/Latest-Energy-News/World-News/") + +# Wait for the page to load +time.sleep(5) + +# Print the title of the page to verify that it's loaded +print(driver.title) + +# Find and print some element on the page, e.g., all article titles +articles = driver.find_elements(By.CSS_SELECTOR, "div.categoryArticle") +for article in articles: + title = article.find_element(By.TAG_NAME, "a").text + print(f"Article title: {title}") + +# Close the browser +driver.quit() diff --git a/src/WebScraper/setup.py b/src/WebScraper/setup.py new file mode 100644 index 0000000..e69de29 diff --git a/src/griffin-stuff/API/API_1.ipynb b/src/griffin-stuff/API/API_1.ipynb new file mode 100644 index 0000000..4a515ba --- /dev/null +++ b/src/griffin-stuff/API/API_1.ipynb @@ -0,0 +1,184 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 13, + "id": "69d88f26-f288-4a23-8be5-3e8317e23731", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR -1 2104 Market data farm connection is OK:usfarm.nj\n", + "ERROR -1 2104 Market data farm connection is OK:usfuture\n", + "ERROR -1 2104 Market data farm connection is OK:cashfarm\n", + "ERROR -1 2104 Market data farm connection is OK:usfarm\n", + "ERROR -1 2106 HMDS data farm connection is OK:ushmds\n", + "ERROR -1 2158 Sec-def data farm connection is OK:secdefnj\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Historical Data Ended\n", + " Date Open High Low Close Volume\n", + "0 20241030 18:00:00 69.10 69.10 68.96 69.02 378\n", + "1 20241030 18:05:00 69.02 69.07 69.01 69.05 99\n", + "2 20241030 18:10:00 69.06 69.07 69.01 69.01 103\n", + "3 20241030 18:15:00 69.01 69.02 69.00 69.00 54\n", + "4 20241030 18:20:00 69.01 69.01 68.99 69.00 25\n", + "5 20241030 18:25:00 69.00 69.05 69.00 69.04 40\n", + "6 20241030 18:30:00 69.05 69.05 69.03 69.03 63\n", + "7 20241030 18:35:00 69.03 69.03 69.00 69.00 64\n", + "8 20241030 18:40:00 68.99 69.01 68.98 68.99 60\n", + "9 20241030 18:45:00 68.99 68.99 68.95 68.97 66\n", + "10 20241030 18:50:00 68.97 69.00 68.96 68.99 44\n", + "11 20241030 18:55:00 68.98 68.98 68.97 68.98 23\n", + "12 20241030 19:00:00 68.98 69.02 68.98 69.01 48\n", + "13 20241030 19:05:00 69.02 69.03 69.00 69.01 31\n", + "14 20241030 19:10:00 69.02 69.02 69.00 69.00 22\n", + "15 20241030 19:15:00 69.00 69.00 68.99 68.99 11\n", + "16 20241030 19:20:00 68.99 68.99 68.95 68.95 40\n", + "17 20241030 19:25:00 68.95 68.95 68.94 68.94 55\n", + "18 20241030 19:30:00 68.94 68.96 68.93 68.95 54\n", + "19 20241030 19:35:00 68.95 68.97 68.95 68.96 29\n", + "20 20241030 19:40:00 68.96 68.98 68.96 68.98 47\n", + "21 20241030 19:45:00 68.98 68.99 68.95 68.95 65\n", + "22 20241030 19:50:00 68.96 68.98 68.96 68.97 16\n", + "23 20241030 19:55:00 68.97 68.97 68.94 68.94 35\n", + "24 20241030 20:00:00 68.95 68.99 68.91 68.92 369\n", + "25 20241030 20:05:00 68.91 68.94 68.91 68.93 74\n", + "26 20241030 20:10:00 68.93 68.95 68.89 68.94 187\n", + "27 20241030 20:15:00 68.94 68.95 68.92 68.94 81\n", + "28 20241030 20:20:00 68.95 68.97 68.94 68.96 89\n", + "29 20241030 20:25:00 68.96 68.96 68.92 68.94 96\n", + "30 20241030 20:30:00 68.94 68.98 68.93 68.96 94\n", + "31 20241030 20:35:00 68.97 68.97 68.93 68.94 66\n", + "32 20241030 20:40:00 68.95 68.95 68.93 68.94 44\n", + "33 20241030 20:45:00 68.93 68.96 68.93 68.94 98\n", + "34 20241030 20:50:00 68.94 68.94 68.92 68.92 95\n" + ] + } + ], + "source": [ + "from ibapi.client import EClient\n", + "from ibapi.wrapper import EWrapper\n", + "from ibapi.contract import Contract\n", + "import threading\n", + "import time\n", + "import pandas as pd\n", + "\n", + "# Define the IB API app\n", + "class IBApi(EWrapper, EClient):\n", + " def __init__(self):\n", + " EClient.__init__(self, self)\n", + " self.data = [] # Initialize an empty list to store data\n", + "\n", + " # Override the historicalData function to process and store incoming data\n", + " def historicalData(self, reqId, bar):\n", + " # Append the data as a dictionary to self.data\n", + " self.data.append({\n", + " \"Date\": bar.date,\n", + " \"Open\": bar.open,\n", + " \"High\": bar.high,\n", + " \"Low\": bar.low,\n", + " \"Close\": bar.close,\n", + " \"Volume\": bar.volume\n", + " })\n", + "\n", + " def historicalDataEnd(self, reqId, start, end):\n", + " print(\"Historical Data Ended\")\n", + " # Convert the data to a DataFrame when data collection is complete\n", + " self.df = pd.DataFrame(self.data)\n", + " print(self.df) # Display the DataFrame to verify\n", + " self.disconnect() # Disconnect after data collection is complete\n", + "\n", + "# Define the app handler for running in the notebook\n", + "class IBApp:\n", + " def __init__(self):\n", + " self.app = IBApi()\n", + "\n", + " def connect(self):\n", + " self.app.connect(\"127.0.0.1\", 7496, 0) # Change port if needed\n", + " thread = threading.Thread(target=self.run_app, daemon=True)\n", + " thread.start()\n", + " time.sleep(1) # Allow time for the connection to establish\n", + "\n", + " def run_app(self):\n", + " self.app.run()\n", + "\n", + " def request_oil_data(self):\n", + " # Define the contract for Crude Oil Futures\n", + " contract = Contract()\n", + " contract.symbol = \"CL\"\n", + " contract.secType = \"FUT\"\n", + " contract.exchange = \"NYMEX\"\n", + " contract.currency = \"USD\"\n", + " contract.lastTradeDateOrContractMonth = \"202412\" # Example: Dec 2024 contract\n", + "\n", + " # Request historical data\n", + " self.app.reqHistoricalData(\n", + " reqId=1,\n", + " contract=contract,\n", + " endDateTime='',\n", + " durationStr='1 D', # 1 month\n", + " barSizeSetting='5 mins',\n", + " whatToShow='TRADES',\n", + " useRTH=0,\n", + " formatDate=1,\n", + " keepUpToDate=False,\n", + " chartOptions=[]\n", + " )\n", + "\n", + " def disconnect(self):\n", + " self.app.disconnect()\n", + "\n", + "# Create an instance and connect\n", + "app = IBApp()\n", + "app.connect()\n", + "\n", + "# Request data and output to a DataFrame\n", + "app.request_oil_data()\n", + "\n", + "# Wait for data retrieval to complete\n", + "time.sleep(10)\n", + "\n", + "# Access the DataFrame\n", + "df = app.app.df if hasattr(app.app, 'df') else pd.DataFrame()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "2088c621-81d3-46f0-8596-ce05d1a89fd4", + "metadata": {}, + "outputs": [], + "source": [ + "data = df.to_csv()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/griffin-stuff/API/API_2 (1).ipynb b/src/griffin-stuff/API/API_2 (1).ipynb new file mode 100644 index 0000000..ad37b44 --- /dev/null +++ b/src/griffin-stuff/API/API_2 (1).ipynb @@ -0,0 +1,2074 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 11, + "id": "a5a771ce-8155-453a-aa48-6cc64e64f9fa", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR -1 2104 Market data farm connection is OK:usfarm.nj\n", + "ERROR -1 2104 Market data farm connection is OK:usfuture\n", + "ERROR -1 2104 Market data farm connection is OK:cashfarm\n", + "ERROR -1 2104 Market data farm connection is OK:usfarm\n", + "ERROR -1 2106 HMDS data farm connection is OK:ushmds\n", + "ERROR -1 2158 Sec-def data farm connection is OK:secdefnj\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Historical Data Ended\n", + "Time taken to pull data: 48.37 seconds\n", + " Date Open High Low Close Volume\n", + "0 20230502 18:25:00 66.59 66.59 66.59 66.59 1\n", + "1 20230502 18:30:00 66.59 66.59 66.59 66.59 0\n", + "2 20230502 18:35:00 66.59 66.59 66.59 66.59 0\n", + "3 20230502 18:40:00 66.59 66.59 66.59 66.59 0\n", + "4 20230502 18:45:00 66.59 66.59 66.59 66.59 0\n" + ] + } + ], + "source": [ + "## TRAINING DATA PULL (MAY - JULY 2024 - 5 MINS)\n", + "\n", + "from ibapi.client import EClient\n", + "from ibapi.wrapper import EWrapper\n", + "from ibapi.contract import Contract\n", + "import threading\n", + "import time\n", + "import pandas as pd\n", + "\n", + "class IBApi(EWrapper, EClient):\n", + " def __init__(self):\n", + " EClient.__init__(self, self)\n", + " self.data = [] # Store data\n", + " self.data_retrieved = False # Flag to check if data retrieval is complete\n", + "\n", + " def historicalData(self, reqId, bar):\n", + " self.data.append({\n", + " \"Date\": bar.date,\n", + " \"Open\": bar.open,\n", + " \"High\": bar.high,\n", + " \"Low\": bar.low,\n", + " \"Close\": bar.close,\n", + " \"Volume\": bar.volume\n", + " })\n", + "\n", + " def historicalDataEnd(self, reqId, start, end):\n", + " print(\"Historical Data Ended\")\n", + " self.df = pd.DataFrame(self.data)\n", + " self.data_retrieved = True # Set the flag to True to indicate data retrieval completion\n", + " self.disconnect()\n", + "\n", + "class IBApp:\n", + " def __init__(self):\n", + " self.app = IBApi()\n", + "\n", + " def connect(self):\n", + " self.app.connect(\"127.0.0.1\", 7496, 0)\n", + " thread = threading.Thread(target=self.run_app, daemon=True)\n", + " thread.start()\n", + " time.sleep(1)\n", + "\n", + " def run_app(self):\n", + " self.app.run()\n", + "\n", + " def request_training_data(self):\n", + " contract = Contract()\n", + " contract.symbol = \"CL\"\n", + " contract.secType = \"FUT\"\n", + " contract.exchange = \"NYMEX\"\n", + " contract.currency = \"USD\"\n", + " contract.lastTradeDateOrContractMonth = \"202412\" # November 2024 contract\n", + "\n", + " # Set parameters for data pull\n", + " end_date = \"20230730 23:59:59 UTC\" # Example end date in UTC\n", + " duration = \"3 M\" # 1 month duration\n", + " bar_size = \"5 mins\"\n", + "\n", + " # Record start time\n", + " start_time = time.time()\n", + "\n", + " # Request historical data\n", + " self.app.reqHistoricalData(\n", + " reqId=1,\n", + " contract=contract,\n", + " endDateTime=end_date,\n", + " durationStr=duration,\n", + " barSizeSetting=bar_size,\n", + " whatToShow='TRADES',\n", + " useRTH=0,\n", + " formatDate=1,\n", + " keepUpToDate=False,\n", + " chartOptions=[]\n", + " )\n", + "\n", + " # Wait until data retrieval is complete\n", + " while not self.app.data_retrieved:\n", + " time.sleep(0.1) # Small sleep interval to prevent busy-waiting\n", + "\n", + " # Record end time and calculate elapsed time\n", + " end_time = time.time()\n", + " elapsed_time = end_time - start_time\n", + " print(f\"Time taken to pull data: {elapsed_time:.2f} seconds\")\n", + "\n", + " def disconnect(self):\n", + " self.app.disconnect()\n", + "\n", + "# Instantiate and connect the app\n", + "app = IBApp()\n", + "app.connect()\n", + "\n", + "# Request training data\n", + "app.request_training_data()\n", + "\n", + "# Access the DataFrame\n", + "train_data = app.app.df if hasattr(app.app, 'df') else pd.DataFrame()\n", + "\n", + "# Disconnect from API\n", + "app.disconnect()\n", + "\n", + "# Display the training data\n", + "print(train_data.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "6768b1e6-3521-47d9-bb2d-1b5995227c5e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "17535" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#train_data.to_csv(\"3_month_training_data.csv\")\n", + "len(train_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "cce534c5-6c19-4d4d-9a3a-e6a16c2ffe5c", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR -1 2104 Market data farm connection is OK:usfarm.nj\n", + "ERROR -1 2104 Market data farm connection is OK:usfuture\n", + "ERROR -1 2104 Market data farm connection is OK:cashfarm\n", + "ERROR -1 2104 Market data farm connection is OK:usfarm\n", + "ERROR -1 2106 HMDS data farm connection is OK:ushmds\n", + "ERROR -1 2158 Sec-def data farm connection is OK:secdefnj\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Historical Data Ended\n", + "Time taken to pull data: 36.40 seconds\n", + " Date Open High Low Close Volume\n", + "0 20240804 18:00:00 71.99 72.30 71.99 72.21 95\n", + "1 20240804 18:05:00 72.15 72.15 71.86 71.86 214\n", + "2 20240804 18:10:00 71.88 71.94 71.85 71.94 65\n", + "3 20240804 18:15:00 71.85 71.87 71.63 71.77 63\n", + "4 20240804 18:20:00 71.75 71.75 71.70 71.73 66\n" + ] + } + ], + "source": [ + "## TESTING DATA (AUGUST - OCTOBER 2024 - 5 MINS)\n", + "\n", + "from ibapi.client import EClient\n", + "from ibapi.wrapper import EWrapper\n", + "from ibapi.contract import Contract\n", + "import threading\n", + "import time\n", + "import pandas as pd\n", + "\n", + "class IBApi(EWrapper, EClient):\n", + " def __init__(self):\n", + " EClient.__init__(self, self)\n", + " self.data = [] # Store data\n", + " self.data_retrieved = False # Flag to check if data retrieval is complete\n", + "\n", + " def historicalData(self, reqId, bar):\n", + " self.data.append({\n", + " \"Date\": bar.date,\n", + " \"Open\": bar.open,\n", + " \"High\": bar.high,\n", + " \"Low\": bar.low,\n", + " \"Close\": bar.close,\n", + " \"Volume\": bar.volume\n", + " })\n", + "\n", + " def historicalDataEnd(self, reqId, start, end):\n", + " print(\"Historical Data Ended\")\n", + " self.df = pd.DataFrame(self.data)\n", + " self.data_retrieved = True # Set the flag to True to indicate data retrieval completion\n", + " self.disconnect()\n", + "\n", + "class IBApp:\n", + " def __init__(self):\n", + " self.app = IBApi()\n", + "\n", + " def connect(self):\n", + " self.app.connect(\"127.0.0.1\", 7496, 0)\n", + " thread = threading.Thread(target=self.run_app, daemon=True)\n", + " thread.start()\n", + " time.sleep(1)\n", + "\n", + " def run_app(self):\n", + " self.app.run()\n", + "\n", + " def request_training_data(self):\n", + " contract = Contract()\n", + " contract.symbol = \"CL\"\n", + " contract.secType = \"FUT\"\n", + " contract.exchange = \"NYMEX\"\n", + " contract.currency = \"USD\"\n", + " contract.lastTradeDateOrContractMonth = \"202412\" # November 2024 contract\n", + "\n", + " # Set parameters for data pull\n", + " end_date = \"20241031 23:59:59 UTC\" # Example end date in UTC\n", + " duration = \"3 M\" # 1 month duration\n", + " bar_size = \"5 mins\"\n", + "\n", + " # Record start time\n", + " start_time = time.time()\n", + "\n", + " # Request historical data\n", + " self.app.reqHistoricalData(\n", + " reqId=1,\n", + " contract=contract,\n", + " endDateTime=end_date,\n", + " durationStr=duration,\n", + " barSizeSetting=bar_size,\n", + " whatToShow='TRADES',\n", + " useRTH=0,\n", + " formatDate=1,\n", + " keepUpToDate=False,\n", + " chartOptions=[]\n", + " )\n", + "\n", + " # Wait until data retrieval is complete\n", + " while not self.app.data_retrieved:\n", + " time.sleep(0.1) # Small sleep interval to prevent busy-waiting\n", + "\n", + " # Record end time and calculate elapsed time\n", + " end_time = time.time()\n", + " elapsed_time = end_time - start_time\n", + " print(f\"Time taken to pull data: {elapsed_time:.2f} seconds\")\n", + "\n", + " def disconnect(self):\n", + " self.app.disconnect()\n", + "\n", + "# Instantiate and connect the app\n", + "app = IBApp()\n", + "app.connect()\n", + "\n", + "# Request testing data\n", + "app.request_training_data()\n", + "\n", + "# Access the DataFrame\n", + "test_data = app.app.df if hasattr(app.app, 'df') else pd.DataFrame()\n", + "\n", + "# Disconnect from API\n", + "app.disconnect()\n", + "\n", + "# Display the testing data\n", + "print(test_data.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "ec3c6270-cedd-4579-a478-ac6f35d44694", + "metadata": {}, + "outputs": [], + "source": [ + "test_data.to_csv(\"3_month_testing_data.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "1b2404c3-b69a-489b-a884-295e2d739856", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean Squared Error (MSE): 0.14\n", + "Mean Absolute Error (MAE): 0.14\n", + " Actual Predicted\n", + "0 72.21 72.13747\n", + "1 71.86 72.09486\n", + "2 71.94 71.88940\n", + "3 71.77 71.83409\n", + "4 71.73 71.71240\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "from sklearn.ensemble import RandomForestRegressor\n", + "from sklearn.metrics import mean_squared_error, mean_absolute_error\n", + "\n", + "# Load the training data\n", + "training_data = pd.read_csv(\"3_month_training_data.csv\")\n", + "testing_data = pd.read_csv(\"3_month_testing_data.csv\")\n", + "\n", + "# Preprocess the data: Drop unnecessary columns and separate features and target\n", + "# For both training and testing data, drop \"Unnamed: 0\" and \"Date\" columns\n", + "training_data = training_data.drop(columns=[\"Unnamed: 0\", \"Date\"])\n", + "testing_data = testing_data.drop(columns=[\"Unnamed: 0\", \"Date\"])\n", + "\n", + "# Split into features (X) and target (y) for both datasets\n", + "X_train = training_data.drop(columns=[\"Close\"])\n", + "y_train = training_data[\"Close\"]\n", + "X_test = testing_data.drop(columns=[\"Close\"])\n", + "y_test = testing_data[\"Close\"]\n", + "\n", + "# Train the Random Forest model\n", + "rf_model = RandomForestRegressor(n_estimators=1000, random_state=42)\n", + "rf_model.fit(X_train, y_train)\n", + "\n", + "# Make predictions on the testing data\n", + "y_pred = rf_model.predict(X_test)\n", + "\n", + "# Evaluate the model\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "mae = mean_absolute_error(y_test, y_pred)\n", + "\n", + "# Print the evaluation metrics\n", + "print(f\"Mean Squared Error (MSE): {mse:.2f}\")\n", + "print(f\"Mean Absolute Error (MAE): {mae:.2f}\")\n", + "\n", + "# Optionally, view a few predictions\n", + "predictions = pd.DataFrame({\"Actual\": y_test, \"Predicted\": y_pred})\n", + "print(predictions.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "2c56076f-956f-4285-b14c-042496fa39eb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Fitting 3 folds for each of 81 candidates, totalling 243 fits\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import GridSearchCV\n", + "\n", + "param_grid = {\n", + " 'n_estimators': [100, 200, 300],\n", + " 'max_depth': [10, 20, None],\n", + " 'min_samples_split': [2, 5, 10],\n", + " 'min_samples_leaf': [1, 2, 4]\n", + "}\n", + "\n", + "grid_search = GridSearchCV(\n", + " estimator=RandomForestRegressor(random_state=42),\n", + " param_grid=param_grid,\n", + " scoring='neg_mean_squared_error',\n", + " cv=3,\n", + " n_jobs=-1,\n", + " verbose=2\n", + ")\n", + "\n", + "grid_search.fit(X_train, y_train)\n", + "best_model = grid_search.best_estimator_\n", + "\n", + "# Use best_model to make predictions\n", + "y_pred = best_model.predict(X_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "b9a15823-89b5-41ff-99d8-db18eea6d5a0", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "The feature names should match those that were passed during fit.\nFeature names unseen at fit time:\n- Close_lag_1\n", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[49], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;66;03m# Make predictions on the test set\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m y_pred \u001b[38;5;241m=\u001b[39m best_model\u001b[38;5;241m.\u001b[39mpredict(X_test)\n\u001b[0;32m 4\u001b[0m \u001b[38;5;66;03m# Evaluate performance with metrics like Mean Squared Error (MSE) and Mean Absolute Error (MAE)\u001b[39;00m\n\u001b[0;32m 5\u001b[0m mse \u001b[38;5;241m=\u001b[39m mean_squared_error(y_test, y_pred)\n", + "File \u001b[1;32m~\\anaconda3\\Lib\\site-packages\\sklearn\\ensemble\\_forest.py:1064\u001b[0m, in \u001b[0;36mForestRegressor.predict\u001b[1;34m(self, X)\u001b[0m\n\u001b[0;32m 1062\u001b[0m check_is_fitted(\u001b[38;5;28mself\u001b[39m)\n\u001b[0;32m 1063\u001b[0m \u001b[38;5;66;03m# Check data\u001b[39;00m\n\u001b[1;32m-> 1064\u001b[0m X \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_validate_X_predict(X)\n\u001b[0;32m 1066\u001b[0m \u001b[38;5;66;03m# Assign chunk of trees to jobs\u001b[39;00m\n\u001b[0;32m 1067\u001b[0m n_jobs, _, _ \u001b[38;5;241m=\u001b[39m _partition_estimators(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mn_estimators, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mn_jobs)\n", + "File \u001b[1;32m~\\anaconda3\\Lib\\site-packages\\sklearn\\ensemble\\_forest.py:641\u001b[0m, in \u001b[0;36mBaseForest._validate_X_predict\u001b[1;34m(self, X)\u001b[0m\n\u001b[0;32m 638\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 639\u001b[0m force_all_finite \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m--> 641\u001b[0m X \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_validate_data(\n\u001b[0;32m 642\u001b[0m X,\n\u001b[0;32m 643\u001b[0m dtype\u001b[38;5;241m=\u001b[39mDTYPE,\n\u001b[0;32m 644\u001b[0m accept_sparse\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcsr\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m 645\u001b[0m reset\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[0;32m 646\u001b[0m force_all_finite\u001b[38;5;241m=\u001b[39mforce_all_finite,\n\u001b[0;32m 647\u001b[0m )\n\u001b[0;32m 648\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m issparse(X) \u001b[38;5;129;01mand\u001b[39;00m (X\u001b[38;5;241m.\u001b[39mindices\u001b[38;5;241m.\u001b[39mdtype \u001b[38;5;241m!=\u001b[39m np\u001b[38;5;241m.\u001b[39mintc \u001b[38;5;129;01mor\u001b[39;00m X\u001b[38;5;241m.\u001b[39mindptr\u001b[38;5;241m.\u001b[39mdtype \u001b[38;5;241m!=\u001b[39m np\u001b[38;5;241m.\u001b[39mintc):\n\u001b[0;32m 649\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNo support for np.int64 index based sparse matrices\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "File \u001b[1;32m~\\anaconda3\\Lib\\site-packages\\sklearn\\base.py:608\u001b[0m, in \u001b[0;36mBaseEstimator._validate_data\u001b[1;34m(self, X, y, reset, validate_separately, cast_to_ndarray, **check_params)\u001b[0m\n\u001b[0;32m 537\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_validate_data\u001b[39m(\n\u001b[0;32m 538\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[0;32m 539\u001b[0m X\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mno_validation\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 544\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mcheck_params,\n\u001b[0;32m 545\u001b[0m ):\n\u001b[0;32m 546\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Validate input data and set or check the `n_features_in_` attribute.\u001b[39;00m\n\u001b[0;32m 547\u001b[0m \n\u001b[0;32m 548\u001b[0m \u001b[38;5;124;03m Parameters\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 606\u001b[0m \u001b[38;5;124;03m validated.\u001b[39;00m\n\u001b[0;32m 607\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 608\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_feature_names(X, reset\u001b[38;5;241m=\u001b[39mreset)\n\u001b[0;32m 610\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m y \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_tags()[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrequires_y\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\n\u001b[0;32m 611\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[0;32m 612\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThis \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__class__\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m estimator \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 613\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrequires y to be passed, but the target y is None.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 614\u001b[0m )\n", + "File \u001b[1;32m~\\anaconda3\\Lib\\site-packages\\sklearn\\base.py:535\u001b[0m, in \u001b[0;36mBaseEstimator._check_feature_names\u001b[1;34m(self, X, reset)\u001b[0m\n\u001b[0;32m 530\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m missing_names \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m unexpected_names:\n\u001b[0;32m 531\u001b[0m message \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m 532\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFeature names must be in the same order as they were in fit.\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 533\u001b[0m )\n\u001b[1;32m--> 535\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(message)\n", + "\u001b[1;31mValueError\u001b[0m: The feature names should match those that were passed during fit.\nFeature names unseen at fit time:\n- Close_lag_1\n" + ] + } + ], + "source": [ + "# Make predictions on the test set\n", + "y_pred = best_model.predict(X_test)\n", + "\n", + "# Evaluate performance with metrics like Mean Squared Error (MSE) and Mean Absolute Error (MAE)\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "mae = mean_absolute_error(y_test, y_pred)\n", + "\n", + "print(f\"Best Model MSE: {mse:.2f}\")\n", + "print(f\"Best Model MAE: {mae:.2f}\")\n", + "print(\"Best Hyperparameters:\", grid_search.best_params_)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "fadf8772-c6d3-409c-b26b-bb90117048fd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean Squared Error (MSE): 0.14\n", + "Mean Absolute Error (MAE): 0.14\n", + " Actual Predicted\n", + "1 71.86 72.12295\n", + "2 71.94 71.88483\n", + "3 71.77 71.83399\n", + "4 71.73 71.71186\n", + "5 71.79 71.79762\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "from sklearn.ensemble import RandomForestRegressor\n", + "from sklearn.metrics import mean_squared_error, mean_absolute_error\n", + "\n", + "# Create a lagged feature for Close price\n", + "training_data['Close_lag_1'] = training_data['Close'].shift(1)\n", + "training_data.dropna(inplace=True) # Drop rows with NaN values after shifting\n", + "\n", + "# Do the same for testing data\n", + "testing_data['Close_lag_1'] = testing_data['Close'].shift(1)\n", + "testing_data.dropna(inplace=True)\n", + "\n", + "# Update X_train and X_test with new features\n", + "X_train = training_data.drop(columns=[\"Close\"])\n", + "y_train = training_data[\"Close\"]\n", + "X_test = testing_data.drop(columns=[\"Close\"])\n", + "y_test = testing_data[\"Close\"]\n", + "\n", + "# Train the Random Forest model\n", + "rf_model = RandomForestRegressor(n_estimators=1000, random_state=42)\n", + "rf_model.fit(X_train, y_train)\n", + "\n", + "# Make predictions on the testing data\n", + "y_pred = rf_model.predict(X_test)\n", + "\n", + "# Evaluate the model\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "mae = mean_absolute_error(y_test, y_pred)\n", + "\n", + "# Print the evaluation metrics\n", + "print(f\"Mean Squared Error (MSE): {mse:.2f}\")\n", + "print(f\"Mean Absolute Error (MAE): {mae:.2f}\")\n", + "\n", + "# Optionally, view a few predictions\n", + "predictions = pd.DataFrame({\"Actual\": y_test, \"Predicted\": y_pred})\n", + "print(predictions.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "e440ae19-0407-403d-91f7-b8eca4684e1c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting xgboost\n", + " Downloading xgboost-2.1.2-py3-none-win_amd64.whl.metadata (2.1 kB)\n", + "Requirement already satisfied: numpy in c:\\users\\gwitt\\anaconda3\\lib\\site-packages (from xgboost) (1.26.4)\n", + "Requirement already satisfied: scipy in c:\\users\\gwitt\\anaconda3\\lib\\site-packages (from xgboost) (1.13.1)\n", + "Downloading xgboost-2.1.2-py3-none-win_amd64.whl (124.9 MB)\n", + " ---------------------------------------- 0.0/124.9 MB ? eta -:--:--\n", + " --------------------------------------- 2.1/124.9 MB 11.8 MB/s eta 0:00:11\n", + " - -------------------------------------- 4.2/124.9 MB 10.1 MB/s eta 0:00:13\n", + " -- ------------------------------------- 6.6/124.9 MB 10.6 MB/s eta 0:00:12\n", + " -- ------------------------------------- 8.4/124.9 MB 10.0 MB/s eta 0:00:12\n", + " --- ------------------------------------ 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"y_pred = xgb_model.predict(X_test)\n", + "\n", + "# Evaluate the XGBoost model\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "mae = mean_absolute_error(y_test, y_pred)\n", + "print(f\"XGBoost MSE: {mse:.2f}, MAE: {mae:.2f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ec41eca3-ac8f-427a-8cd4-df783940fa40", + "metadata": {}, + "outputs": [], + "source": [ + "## As we can see this training model is not as good as RandomForest" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "63ac0e5c-6590-4541-b618-cf60c3af0f00", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting tensorflow\n", + " Downloading tensorflow-2.18.0-cp312-cp312-win_amd64.whl.metadata (3.3 kB)\n", + "Collecting tensorflow-intel==2.18.0 (from tensorflow)\n", + " Downloading tensorflow_intel-2.18.0-cp312-cp312-win_amd64.whl.metadata (4.9 kB)\n", + "Collecting absl-py>=1.0.0 (from 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tensorflow\n", + "Successfully installed absl-py-2.1.0 astunparse-1.6.3 flatbuffers-24.3.25 gast-0.6.0 google-pasta-0.2.0 grpcio-1.67.1 keras-3.6.0 libclang-18.1.1 ml-dtypes-0.4.1 namex-0.0.8 opt-einsum-3.4.0 optree-0.13.0 tensorboard-2.18.0 tensorboard-data-server-0.7.2 tensorflow-2.18.0 tensorflow-intel-2.18.0 termcolor-2.5.0\n" + ] + } + ], + "source": [ + "#!pip install tensorflow" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "8898cfc8-99bb-42d0-894f-a26f000ec5f3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/100\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\gwitt\\anaconda3\\Lib\\site-packages\\keras\\src\\layers\\core\\dense.py:87: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead.\n", + " super().__init__(activity_regularizer=activity_regularizer, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m3s\u001b[0m 3ms/step - loss: 3027.9695 - mae: 50.1166 - val_loss: 580.0393 - val_mae: 17.1352\n", + "Epoch 2/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 33.9868 - mae: 3.1780 - val_loss: 549.8928 - val_mae: 17.4320\n", + "Epoch 3/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 8.0077 - mae: 1.4031 - val_loss: 417.2844 - val_mae: 15.0162\n", + "Epoch 4/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - 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loss: 0.0073 - mae: 0.0497 - val_loss: 73.8412 - val_mae: 5.7646\n", + "Epoch 80/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0193 - mae: 0.0812 - val_loss: 73.9291 - val_mae: 5.7575\n", + "Epoch 81/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 1ms/step - loss: 0.0035 - mae: 0.0396 - val_loss: 70.7415 - val_mae: 5.6083\n", + "Epoch 82/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0098 - mae: 0.0630 - val_loss: 71.7451 - val_mae: 5.6640\n", + "Epoch 83/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.1104 - mae: 0.1069 - val_loss: 67.2451 - val_mae: 5.4483\n", + "Epoch 84/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0043 - mae: 0.0328 - val_loss: 66.6703 - val_mae: 5.4243\n", + "Epoch 85/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0038 - mae: 0.0339 - val_loss: 67.4976 - val_mae: 5.4655\n", + "Epoch 86/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 1ms/step - loss: 0.0017 - mae: 0.0301 - val_loss: 67.3472 - val_mae: 5.4626\n", + "Epoch 87/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0014 - mae: 0.0241 - val_loss: 68.7216 - val_mae: 5.5407\n", + "Epoch 88/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0059 - mae: 0.0443 - val_loss: 68.3926 - val_mae: 5.5222\n", + "Epoch 89/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0052 - mae: 0.0418 - val_loss: 65.4597 - val_mae: 5.3872\n", + "Epoch 90/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0268 - mae: 0.0864 - val_loss: 63.5677 - val_mae: 5.2805\n", + "Epoch 91/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0054 - mae: 0.0449 - val_loss: 67.4609 - val_mae: 5.4889\n", + "Epoch 92/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0022 - mae: 0.0328 - val_loss: 64.8628 - val_mae: 5.3513\n", + "Epoch 93/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0417 - mae: 0.0567 - val_loss: 59.6738 - val_mae: 5.1650\n", + "Epoch 94/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0306 - mae: 0.0852 - val_loss: 59.6874 - val_mae: 5.1297\n", + "Epoch 95/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 9.3728e-04 - mae: 0.0196 - val_loss: 60.0518 - val_mae: 5.1552\n", + "Epoch 96/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0013 - mae: 0.0251 - val_loss: 59.8709 - val_mae: 5.1417\n", + "Epoch 97/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0012 - mae: 0.0236 - val_loss: 59.7623 - val_mae: 5.1366\n", + "Epoch 98/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0014 - mae: 0.0254 - val_loss: 59.8039 - val_mae: 5.1426\n", + "Epoch 99/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0012 - mae: 0.0238 - val_loss: 60.0678 - val_mae: 5.1553\n", + "Epoch 100/100\n", + "\u001b[1m370/370\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 1ms/step - loss: 0.0025 - mae: 0.0360 - val_loss: 57.4204 - val_mae: 5.0118\n", + "\u001b[1m548/548\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 1ms/step\n", + "Neural Network MSE: 200.87\n", + "Neural Network MAE: 9.32\n", + " Actual Predicted\n", + "0 72.21 81.753296\n", + "1 71.86 82.512230\n", + "2 71.94 80.226189\n", + "3 71.77 79.577332\n", + "4 71.73 79.338356\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import mean_squared_error, mean_absolute_error\n", + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Dense\n", + "from tensorflow.keras.callbacks import EarlyStopping\n", + "\n", + "# Load the training and testing data\n", + "training_data = pd.read_csv(\"3_month_training_data.csv\")\n", + "testing_data = pd.read_csv(\"3_month_testing_data.csv\")\n", + "\n", + "# Preprocess data\n", + "training_data = training_data.drop(columns=[\"Unnamed: 0\", \"Date\"])\n", + "testing_data = testing_data.drop(columns=[\"Unnamed: 0\", \"Date\"])\n", + "\n", + "# Separate features and target\n", + "X_train = training_data.drop(columns=[\"Close\"]).values\n", + "y_train = training_data[\"Close\"].values\n", + "X_test = testing_data.drop(columns=[\"Close\"]).values\n", + "y_test = testing_data[\"Close\"].values\n", + "\n", + "# Standardize the features\n", + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n", + "\n", + "# Build the neural network model\n", + "model = Sequential([\n", + " Dense(64, activation='relu', input_shape=(X_train.shape[1],)),\n", + " Dense(32, activation='relu'),\n", + " Dense(16, activation='relu'),\n", + " Dense(1) # Output layer for regression\n", + "])\n", + "\n", + "# Compile the model\n", + "model.compile(optimizer='adam', loss='mse', metrics=['mae'])\n", + "\n", + "# Use early stopping to prevent overfitting\n", + "early_stopping = EarlyStopping(monitor='val_loss', patience=10, restore_best_weights=True)\n", + "\n", + "# Train the model\n", + "history = model.fit(\n", + " X_train, y_train,\n", + " epochs=100, # Increase epochs if necessary\n", + " batch_size=32,\n", + " validation_split=0.2, # Use 20% of training data for validation\n", + " callbacks=[early_stopping],\n", + " verbose=1\n", + ")\n", + "\n", + "# Evaluate the model on the test set\n", + "y_pred = model.predict(X_test).flatten()\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "mae = mean_absolute_error(y_test, y_pred)\n", + "\n", + "print(f\"Neural Network MSE: {mse:.2f}\")\n", + "print(f\"Neural Network MAE: {mae:.2f}\")\n", + "\n", + "# Optionally, view a few predictions\n", + "predictions = pd.DataFrame({\"Actual\": y_test, \"Predicted\": y_pred})\n", + "print(predictions.head())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "89a6efa9-139e-40b3-80ee-a2137d2d1745", + "metadata": {}, + "outputs": [], + "source": [ + "## This neural net is not predicting well.\n", + "## Trying more layers and adjusting parameters to achieve better performace.\n", + "## After I will increase training data set" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "b3aa2ba5-f2bd-4c01-b699-ace7a25f4f92", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/200\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\gwitt\\anaconda3\\Lib\\site-packages\\keras\\src\\layers\\core\\dense.py:87: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead.\n", + " super().__init__(activity_regularizer=activity_regularizer, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4s\u001b[0m 3ms/step - loss: 3852.1824 - mae: 61.9999 - val_loss: 3515.2375 - val_mae: 59.2741 - learning_rate: 0.0010\n", + "Epoch 2/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 3ms/step - loss: 2753.3269 - mae: 52.4275 - val_loss: 2607.4280 - val_mae: 51.0452 - learning_rate: 0.0010\n", + "Epoch 3/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 3ms/step - loss: 1982.6472 - mae: 44.4829 - val_loss: 1913.1995 - val_mae: 43.7194 - learning_rate: 0.0010\n", + "Epoch 4/200\n", + 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+ "Epoch 25/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 1.2284 - mae: 0.8723 - val_loss: 23.7982 - val_mae: 4.6886 - learning_rate: 5.0000e-04\n", + "Epoch 26/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 1.2577 - mae: 0.8822 - val_loss: 23.8829 - val_mae: 4.6976 - learning_rate: 5.0000e-04\n", + "Epoch 27/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 3ms/step - loss: 1.2404 - mae: 0.8792 - val_loss: 23.9080 - val_mae: 4.7003 - learning_rate: 5.0000e-04\n", + "Epoch 28/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 3ms/step - loss: 1.2250 - mae: 0.8717 - val_loss: 23.7182 - val_mae: 4.6801 - learning_rate: 5.0000e-04\n", + "Epoch 29/200\n", + "\u001b[1m423/423\u001b[0m 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\u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0271 - mae: 0.1231 - val_loss: 4.8990 - val_mae: 1.7905 - learning_rate: 5.0000e-04\n", + "Epoch 54/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0253 - mae: 0.1196 - val_loss: 5.0170 - val_mae: 1.8210 - learning_rate: 5.0000e-04\n", + "Epoch 55/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0238 - mae: 0.1175 - val_loss: 4.9177 - val_mae: 1.7945 - learning_rate: 5.0000e-04\n", + "Epoch 56/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0220 - mae: 0.1124 - val_loss: 4.9086 - val_mae: 1.7923 - learning_rate: 5.0000e-04\n", + "Epoch 57/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0208 - mae: 0.1110 - val_loss: 4.9697 - val_mae: 1.8064 - learning_rate: 5.0000e-04\n", + "Epoch 58/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0212 - mae: 0.1109 - val_loss: 5.0626 - val_mae: 1.8284 - learning_rate: 5.0000e-04\n", + "Epoch 59/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0215 - mae: 0.1072 - val_loss: 5.0135 - val_mae: 1.8166 - learning_rate: 2.5000e-04\n", + "Epoch 60/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0189 - mae: 0.1056 - val_loss: 4.9738 - val_mae: 1.8071 - learning_rate: 2.5000e-04\n", + "Epoch 61/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0200 - mae: 0.1063 - val_loss: 4.9922 - val_mae: 1.8114 - learning_rate: 2.5000e-04\n", + "Epoch 62/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0183 - mae: 0.1045 - val_loss: 4.9533 - val_mae: 1.8020 - learning_rate: 2.5000e-04\n", + "Epoch 63/200\n", + "\u001b[1m423/423\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step - loss: 0.0180 - mae: 0.1016 - val_loss: 5.0181 - val_mae: 1.8176 - learning_rate: 2.5000e-04\n", + "\u001b[1m548/548\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step\n", + "Neural Network MSE: 7.02\n", + "Neural Network MAE: 1.84\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import mean_squared_error, mean_absolute_error\n", + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Dense, Dropout\n", + "from tensorflow.keras.callbacks import EarlyStopping, ReduceLROnPlateau\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Load the training and testing data\n", + "training_data = pd.read_csv(\"3_month_training_data.csv\")\n", + "testing_data = pd.read_csv(\"3_month_testing_data.csv\")\n", + "\n", + "# Preprocess data\n", + "training_data = training_data.drop(columns=[\"Unnamed: 0\", \"Date\"])\n", + "testing_data = testing_data.drop(columns=[\"Unnamed: 0\", \"Date\"])\n", + "\n", + "# Separate features and target\n", + "X_train = training_data.drop(columns=[\"Close\"]).values\n", + "y_train = training_data[\"Close\"].values\n", + "X_test = testing_data.drop(columns=[\"Close\"]).values\n", + "y_test = testing_data[\"Close\"].values\n", + "\n", + "# Standardize the features\n", + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n", + "\n", + "# Build the neural network model with dropout and reduced learning rate\n", + "model = Sequential([\n", + " Dense(128, activation='sigmoid', input_shape=(X_train.shape[1],)),\n", + " Dropout(0.2), # Dropout layer for regularization\n", + " Dense(64, activation='sigmoid'),\n", + " Dropout(0.2),\n", + " Dense(32, activation='sigmoid'),\n", + " Dense(1) # Output layer for regression\n", + "])\n", + "\n", + "# Compile the model with a reduced learning rate\n", + "model.compile(optimizer='adam', loss='mse', metrics=['mae'])\n", + "\n", + "# Callbacks for early stopping and reducing learning rate on plateau\n", + "early_stopping = EarlyStopping(monitor='val_loss', patience=10, restore_best_weights=True)\n", + "reduce_lr = ReduceLROnPlateau(monitor='val_loss', factor=0.5, patience=5, min_lr=1e-6)\n", + "\n", + "# Train the model with callbacks\n", + "history = model.fit(\n", + " X_train, y_train,\n", + " epochs=200, # Increase epochs for better convergence\n", + " batch_size=32,\n", + " validation_split=0.2,\n", + " callbacks=[early_stopping, reduce_lr],\n", + " verbose=1\n", + ")\n", + "\n", + "# Evaluate the model on the test set\n", + "y_pred = model.predict(X_test).flatten()\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "mae = mean_absolute_error(y_test, y_pred)\n", + "\n", + "print(f\"Neural Network MSE: {mse:.2f}\")\n", + "print(f\"Neural Network MAE: {mae:.2f}\")\n", + "\n", + "# Visualization for Actual vs Predicted\n", + "plt.figure(figsize=(12, 6))\n", + "plt.plot(y_test, label=\"Actual\", color=\"blue\")\n", + "plt.plot(y_pred, label=\"Predicted\", color=\"red\", linestyle=\"dashed\")\n", + "plt.title(\"Actual vs Predicted Close Prices\")\n", + "plt.xlabel(\"Time Steps\")\n", + "plt.ylabel(\"Close Price\")\n", + "plt.legend()\n", + "plt.show()\n", + "\n", + "# Visualization of Training and Validation Loss\n", + "plt.figure(figsize=(10, 5))\n", + "plt.plot(history.history['loss'], label='Training Loss')\n", + "plt.plot(history.history['val_loss'], label='Validation Loss')\n", + "plt.title(\"Training and Validation Loss Over Epochs\")\n", + "plt.xlabel(\"Epochs\")\n", + "plt.ylabel(\"Loss (MSE)\")\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7f28be3f-d894-4987-983c-10d1df5b336a", + "metadata": {}, + "outputs": [], + "source": [ + "## Now we are going to extract a larger training data set." + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "f3ab7c8f-57ab-476a-bc9e-12057a86e237", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR -1 2104 Market data farm connection is OK:usfarm.nj\n", + "ERROR -1 2104 Market data farm connection is OK:usfuture\n", + "ERROR -1 2104 Market data farm connection is OK:cashfarm\n", + "ERROR -1 2104 Market data farm connection is OK:usfarm\n", + "ERROR -1 2106 HMDS data farm connection is OK:ushmds\n", + "ERROR -1 2158 Sec-def data farm connection is OK:secdefnj\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Historical Data Ended\n", + "Time taken to pull data: 678.25 seconds\n", + " Date Open High Low Close Volume\n", + "0 20200803 10:50:00 47.13 47.13 47.13 47.13 1\n", + "1 20200803 10:55:00 47.13 47.13 47.13 47.13 4\n", + "2 20200803 11:00:00 47.18 47.18 47.18 47.18 1\n", + "3 20200803 11:05:00 47.18 47.18 47.18 47.18 8\n", + "4 20200803 11:10:00 47.18 47.18 47.18 47.18 0\n" + ] + } + ], + "source": [ + "## TRAINING DATA PULL (July 2021 - July 2024 - 5 mins - 3 years of data)\n", + "\n", + "from ibapi.client import EClient\n", + "from ibapi.wrapper import EWrapper\n", + "from ibapi.contract import Contract\n", + "import threading\n", + "import time\n", + "import pandas as pd\n", + "\n", + "class IBApi(EWrapper, EClient):\n", + " def __init__(self):\n", + " EClient.__init__(self, self)\n", + " self.data = [] # Store data\n", + " self.data_retrieved = False # Flag to check if data retrieval is complete\n", + "\n", + " def historicalData(self, reqId, bar):\n", + " self.data.append({\n", + " \"Date\": bar.date,\n", + " \"Open\": bar.open,\n", + " \"High\": bar.high,\n", + " \"Low\": bar.low,\n", + " \"Close\": bar.close,\n", + " \"Volume\": bar.volume\n", + " })\n", + "\n", + " def historicalDataEnd(self, reqId, start, end):\n", + " print(\"Historical Data Ended\")\n", + " self.df = pd.DataFrame(self.data)\n", + " self.data_retrieved = True # Set the flag to True to indicate data retrieval completion\n", + " self.disconnect()\n", + "\n", + "class IBApp:\n", + " def __init__(self):\n", + " self.app = IBApi()\n", + "\n", + " def connect(self):\n", + " self.app.connect(\"127.0.0.1\", 7496, 0)\n", + " thread = threading.Thread(target=self.run_app, daemon=True)\n", + " thread.start()\n", + " time.sleep(1)\n", + "\n", + " def run_app(self):\n", + " self.app.run()\n", + "\n", + " def request_training_data(self):\n", + " contract = Contract()\n", + " contract.symbol = \"CL\"\n", + " contract.secType = \"FUT\"\n", + " contract.exchange = \"NYMEX\"\n", + " contract.currency = \"USD\"\n", + " contract.lastTradeDateOrContractMonth = \"202412\" # November 2024 contract\n", + "\n", + " # Set parameters for data pull\n", + " end_date = \"20230730 23:59:59 UTC\" # Example end date in UTC\n", + " duration = \"3 Y\" # 5 Year Duration\n", + " bar_size = \"5 mins\"\n", + "\n", + " # Record start time\n", + " start_time = time.time()\n", + "\n", + " # Request historical data\n", + " self.app.reqHistoricalData(\n", + " reqId=1,\n", + " contract=contract,\n", + " endDateTime=end_date,\n", + " durationStr=duration,\n", + " barSizeSetting=bar_size,\n", + " whatToShow='TRADES',\n", + " useRTH=0,\n", + " formatDate=1,\n", + " keepUpToDate=False,\n", + " chartOptions=[]\n", + " )\n", + "\n", + " # Wait until data retrieval is complete\n", + " while not self.app.data_retrieved:\n", + " time.sleep(0.1) # Small sleep interval to prevent busy-waiting\n", + "\n", + " # Record end time and calculate elapsed time\n", + " end_time = time.time()\n", + " elapsed_time = end_time - start_time\n", + " print(f\"Time taken to pull data: {elapsed_time:.2f} seconds\")\n", + "\n", + " def disconnect(self):\n", + " self.app.disconnect()\n", + "\n", + "# Instantiate and connect the app\n", + "app = IBApp()\n", + "app.connect()\n", + "\n", + "# Request training data\n", + "app.request_training_data()\n", + "\n", + "# Access the DataFrame\n", + "train_data = app.app.df if hasattr(app.app, 'df') else pd.DataFrame()\n", + "\n", + "# Disconnect from API\n", + "app.disconnect()\n", + "\n", + "# Display the training data\n", + "print(train_data.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "00bd8704-8ead-42c2-b270-fd08cf8cff04", + "metadata": {}, + "outputs": [], + "source": [ + "train_data.to_csv(\"3_years_training_data.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "281d3e0d-d3b5-4055-9a6e-748392330c39", + "metadata": {}, + "outputs": [], + "source": [ + "# now lets run the same tests using a much larger training set" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "756d2478-f21f-46bb-bce1-64b00183e2a1", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/100\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\gwitt\\anaconda3\\Lib\\site-packages\\keras\\src\\layers\\core\\dense.py:87: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead.\n", + " super().__init__(activity_regularizer=activity_regularizer, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m10s\u001b[0m 2ms/step - loss: 572.8583 - mae: 11.6309 - val_loss: 0.3461 - val_mae: 0.1569\n", + "Epoch 2/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m8s\u001b[0m 2ms/step - loss: 0.0180 - mae: 0.0547 - val_loss: 0.0547 - val_mae: 0.0683\n", + "Epoch 3/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m9s\u001b[0m 3ms/step - loss: 0.0236 - mae: 0.0682 - val_loss: 3.1116 - val_mae: 0.4845\n", + "Epoch 4/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m6s\u001b[0m 2ms/step - 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loss: 0.0176 - mae: 0.0603 - val_loss: 0.0154 - val_mae: 0.0908\n", + "Epoch 15/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m7s\u001b[0m 2ms/step - loss: 0.0157 - mae: 0.0450 - val_loss: 0.0139 - val_mae: 0.0770\n", + "Epoch 16/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m7s\u001b[0m 2ms/step - loss: 0.0090 - mae: 0.0389 - val_loss: 0.0024 - val_mae: 0.0353\n", + "Epoch 17/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m7s\u001b[0m 2ms/step - loss: 0.0404 - mae: 0.0745 - val_loss: 0.0016 - val_mae: 0.0223\n", + "Epoch 18/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m7s\u001b[0m 2ms/step - loss: 0.0112 - mae: 0.0534 - val_loss: 0.0025 - val_mae: 0.0219\n", + "Epoch 19/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m7s\u001b[0m 2ms/step - 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loss: 0.0260 - mae: 0.0696 - val_loss: 0.0192 - val_mae: 0.0371\n", + "Epoch 25/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 2ms/step - loss: 0.0099 - mae: 0.0366 - val_loss: 0.0047 - val_mae: 0.0575\n", + "Epoch 26/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m7s\u001b[0m 2ms/step - loss: 0.0071 - mae: 0.0430 - val_loss: 0.0263 - val_mae: 0.1461\n", + "Epoch 27/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m7s\u001b[0m 2ms/step - loss: 0.0072 - mae: 0.0440 - val_loss: 0.0172 - val_mae: 0.0845\n", + "\u001b[1m548/548\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 2ms/step\n", + "Neural Network MSE: 7.84\n", + "Neural Network MAE: 0.24\n", + " Actual Predicted\n", + "0 72.21 72.106239\n", + "1 71.86 71.874084\n", + "2 71.94 71.881981\n", + "3 71.77 71.743423\n", + "4 71.73 71.717209\n" + ] + } + ], + "source": [ + "# relu method\n", + "\n", + "import pandas as pd\n", + "import numpy as np\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import mean_squared_error, mean_absolute_error\n", + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Dense\n", + "from tensorflow.keras.callbacks import EarlyStopping\n", + "\n", + "# Load the training and testing data\n", + "training_data = pd.read_csv(\"3_years_training_data.csv\")\n", + "testing_data = pd.read_csv(\"3_month_testing_data.csv\")\n", + "\n", + "# Preprocess data\n", + "training_data = training_data.drop(columns=[\"Unnamed: 0\", \"Date\"])\n", + "testing_data = testing_data.drop(columns=[\"Unnamed: 0\", \"Date\"])\n", + "\n", + "# Separate features and target\n", + "X_train = training_data.drop(columns=[\"Close\"]).values\n", + "y_train = training_data[\"Close\"].values\n", + "X_test = testing_data.drop(columns=[\"Close\"]).values\n", + "y_test = testing_data[\"Close\"].values\n", + "\n", + "# Standardize the features\n", + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n", + "\n", + "# Build the neural network model\n", + "model = Sequential([\n", + " Dense(64, activation='relu', input_shape=(X_train.shape[1],)),\n", + " Dense(32, activation='relu'),\n", + " Dense(16, activation='relu'),\n", + " Dense(1) # Output layer for regression\n", + "])\n", + "\n", + "# Compile the model\n", + "model.compile(optimizer='adam', loss='mse', metrics=['mae'])\n", + "\n", + "# Use early stopping to prevent overfitting\n", + "early_stopping = EarlyStopping(monitor='val_loss', patience=10, restore_best_weights=True)\n", + "\n", + "# Train the model\n", + "history = model.fit(\n", + " X_train, y_train,\n", + " epochs=100, # Increase epochs if necessary\n", + " batch_size=32,\n", + " validation_split=0.2, # Use 20% of training data for validation\n", + " callbacks=[early_stopping],\n", + " verbose=1\n", + ")\n", + "\n", + "# Evaluate the model on the test set\n", + "y_pred = model.predict(X_test).flatten()\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "mae = mean_absolute_error(y_test, y_pred)\n", + "\n", + "print(f\"Neural Network MSE: {mse:.2f}\")\n", + "print(f\"Neural Network MAE: {mae:.2f}\")\n", + "\n", + "# Optionally, view a few predictions\n", + "predictions = pd.DataFrame({\"Actual\": y_test, \"Predicted\": y_pred})\n", + "print(predictions.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "id": "e12364e0-b3ee-4deb-a6e0-307e4affa44d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/100\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\gwitt\\anaconda3\\Lib\\site-packages\\keras\\src\\layers\\core\\dense.py:87: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead.\n", + " super().__init__(activity_regularizer=activity_regularizer, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m10s\u001b[0m 2ms/step - loss: 3297.1851 - mae: 56.0110 - val_loss: 1020.7242 - val_mae: 31.8577\n", + "Epoch 2/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m8s\u001b[0m 2ms/step - loss: 693.4044 - mae: 24.0952 - val_loss: 62.8939 - val_mae: 7.5552\n", + "Epoch 3/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m7s\u001b[0m 2ms/step - loss: 83.8230 - mae: 7.4161 - val_loss: 0.0635 - val_mae: 0.1529\n", + "Epoch 4/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m 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"\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 1ms/step - loss: 7.9050e-04 - mae: 0.0168 - val_loss: 9.1320e-04 - val_mae: 0.0204\n", + "Epoch 71/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 2ms/step - loss: 6.4809e-04 - mae: 0.0164 - val_loss: 8.5441e-04 - val_mae: 0.0193\n", + "Epoch 72/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 2ms/step - loss: 6.7284e-04 - mae: 0.0166 - val_loss: 8.6238e-04 - val_mae: 0.0167\n", + "Epoch 73/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m10s\u001b[0m 2ms/step - loss: 6.6893e-04 - mae: 0.0162 - val_loss: 0.0058 - val_mae: 0.0296\n", + "Epoch 74/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 1ms/step - loss: 7.0679e-04 - mae: 0.0165 - val_loss: 0.0010 - val_mae: 0.0207\n", + "Epoch 75/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 2ms/step - loss: 5.7697e-04 - mae: 0.0157 - val_loss: 0.0011 - val_mae: 0.0192\n", + "Epoch 76/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m6s\u001b[0m 2ms/step - loss: 6.2833e-04 - mae: 0.0161 - val_loss: 0.0058 - val_mae: 0.0720\n", + "Epoch 77/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 1ms/step - loss: 7.1162e-04 - mae: 0.0167 - val_loss: 0.0032 - val_mae: 0.0494\n", + "Epoch 78/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 1ms/step - loss: 6.5035e-04 - mae: 0.0165 - val_loss: 7.1719e-04 - val_mae: 0.0148\n", + "Epoch 79/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 2ms/step - loss: 7.3297e-04 - mae: 0.0168 - val_loss: 8.8522e-04 - val_mae: 0.0209\n", + "Epoch 80/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 2ms/step - loss: 6.4260e-04 - mae: 0.0166 - val_loss: 9.8242e-04 - val_mae: 0.0229\n", + "Epoch 81/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m6s\u001b[0m 2ms/step - loss: 6.4046e-04 - mae: 0.0168 - val_loss: 7.8706e-04 - val_mae: 0.0166\n", + "Epoch 82/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m8s\u001b[0m 2ms/step - loss: 6.6381e-04 - mae: 0.0156 - val_loss: 0.0017 - val_mae: 0.0339\n", + "Epoch 83/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 1ms/step - loss: 6.6207e-04 - mae: 0.0161 - val_loss: 9.0922e-04 - val_mae: 0.0160\n", + "Epoch 84/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 1ms/step - loss: 6.4263e-04 - mae: 0.0158 - val_loss: 8.1381e-04 - val_mae: 0.0163\n", + "Epoch 85/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 1ms/step - loss: 6.9406e-04 - mae: 0.0160 - val_loss: 0.0014 - val_mae: 0.0242\n", + "Epoch 86/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 1ms/step - loss: 5.9793e-04 - mae: 0.0159 - val_loss: 0.0015 - val_mae: 0.0322\n", + "Epoch 87/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 1ms/step - loss: 6.1736e-04 - mae: 0.0155 - val_loss: 0.0022 - val_mae: 0.0399\n", + "Epoch 88/100\n", + "\u001b[1m3443/3443\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m5s\u001b[0m 1ms/step - loss: 5.6485e-04 - mae: 0.0153 - val_loss: 0.0016 - val_mae: 0.0337\n", + "\u001b[1m548/548\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 981us/step\n", + "Neural Network MSE: 0.01\n", + "Neural Network MAE: 0.04\n", + " Actual Predicted\n", + "0 72.21 72.200966\n", + "1 71.86 71.966621\n", + "2 71.94 71.904488\n", + "3 71.77 71.728455\n", + "4 71.73 71.720940\n" + ] + } + ], + "source": [ + "# sigmoid\n", + "\n", + "import pandas as pd\n", + "import numpy as np\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import mean_squared_error, mean_absolute_error\n", + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Dense\n", + "from tensorflow.keras.callbacks import EarlyStopping\n", + "\n", + "# Load the training and testing data\n", + "training_data = pd.read_csv(\"3_years_training_data.csv\")\n", + "testing_data = pd.read_csv(\"3_month_testing_data.csv\")\n", + "\n", + "# Preprocess data\n", + "training_data = training_data.drop(columns=[\"Unnamed: 0\", \"Date\"])\n", + "testing_data = testing_data.drop(columns=[\"Unnamed: 0\", \"Date\"])\n", + "\n", + "# Separate features and target\n", + "X_train = training_data.drop(columns=[\"Close\"]).values\n", + "y_train = training_data[\"Close\"].values\n", + "X_test = testing_data.drop(columns=[\"Close\"]).values\n", + "y_test = testing_data[\"Close\"].values\n", + "\n", + "# Standardize the features\n", + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n", + "\n", + "# Build the neural network model\n", + "model = Sequential([\n", + " Dense(64, activation='sigmoid', input_shape=(X_train.shape[1],)),\n", + " Dense(32, activation='sigmoid'),\n", + " Dense(16, activation='sigmoid'),\n", + " Dense(1) # Output layer for regression\n", + "])\n", + "\n", + "# Compile the model\n", + "model.compile(optimizer='adam', loss='mse', metrics=['mae'])\n", + "\n", + "# Use early stopping to prevent overfitting\n", + "early_stopping = EarlyStopping(monitor='val_loss', patience=10, restore_best_weights=True)\n", + "\n", + "# Train the model\n", + "history = model.fit(\n", + " X_train, y_train,\n", + " epochs=100, # Increase epochs if necessary\n", + " batch_size=32,\n", + " validation_split=0.2, # Use 20% of training data for validation\n", + " callbacks=[early_stopping],\n", + " verbose=1\n", + ")\n", + "\n", + "# Evaluate the model on the test set\n", + "y_pred = model.predict(X_test).flatten()\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "mae = mean_absolute_error(y_test, y_pred)\n", + "\n", + "print(f\"Neural Network MSE: {mse:.2f}\")\n", + "print(f\"Neural Network MAE: {mae:.2f}\")\n", + "\n", + "# Optionally, view a few predictions\n", + "predictions = pd.DataFrame({\"Actual\": y_test, \"Predicted\": y_pred})\n", + "print(predictions.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "id": "2ef77983-c1ad-438c-9551-72f6aa89d773", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Visualization for Actual vs Predicted\n", + "plt.figure(figsize=(12, 6))\n", + "plt.plot(y_test, label=\"Actual\", color=\"blue\")\n", + "plt.plot(y_pred, label=\"Predicted\", color=\"red\", linestyle=\"dashed\")\n", + "plt.title(\"Actual vs Predicted Close Prices\")\n", + "plt.xlabel(\"Time Steps\")\n", + "plt.ylabel(\"Close Price\")\n", + "plt.legend()\n", + "plt.show()\n", + "\n", + "# Visualization of Training and Validation Loss\n", + "plt.figure(figsize=(10, 5))\n", + "plt.plot(history.history['loss'], label='Training Loss')\n", + "plt.plot(history.history['val_loss'], label='Validation Loss')\n", + "plt.title(\"Training and Validation Loss Over Epochs\")\n", + "plt.xlabel(\"Epochs\")\n", + "plt.ylabel(\"Loss (MSE)\")\n", + "plt.legend()\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, 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scipy.optimize import minimize + + +def ticker_info(): + ticker = "gush" + return ticker.upper() + + +def fetch_expiration_dates(ticker): + print(f"Fetching available expiration dates for {ticker}...") + stock = yf.Ticker(ticker) + expiration_dates = stock.options + print(f"Available expiration dates: {expiration_dates}") + return expiration_dates + + +def select_expiration_date(expiration_dates): + print("Selecting the first available expiration date...") + expiration_date = expiration_dates[0] + print(f"Selected expiration date: {expiration_date}") + return expiration_date + + +def fetch_option_chain(ticker, expiration_date): + print(f"Fetching option chain for {ticker} with expiration date {expiration_date}...") + stock = yf.Ticker(ticker) + options_chain = stock.option_chain(expiration_date) + print("Option chain fetched successfully!") + return options_chain + + +def get_price_data(ticker, start_date, end_date): + print(f"Fetching price data for {ticker} from {start_date} to {end_date}...") + data = yf.download(ticker, start=start_date, end=end_date) + print(f"Price data fetched successfully for {ticker}!") + return data + + +def moving_average_strategy(data, short_window=20, long_window=50): + data['Short_MA'] = data['Close'].rolling(window=short_window).mean() + data['Long_MA'] = data['Close'].rolling(window=long_window).mean() + data['Signal'] = np.where(data['Short_MA'] > data['Long_MA'], 1, -1) + return data['Signal'] + +def rsi_strategy(data, window=14, overbought=70, oversold=30): + delta = data['Close'].diff(1) + gain = np.where(delta > 0, delta, 0).flatten() # Flatten to 1D array + loss = np.where(delta < 0, abs(delta), 0).flatten() # Flatten to 1D array + + avg_gain = pd.Series(gain).rolling(window=window).mean() + avg_loss = pd.Series(loss).rolling(window=window).mean() + + # Avoid division by zero by using np.where to replace 0 with np.nan in avg_loss + rs = avg_gain / np.where(avg_loss == 0, np.nan, avg_loss) + + rsi = 100 - (100 / (1 + rs)) + + signal = np.where(rsi < oversold, 1, np.where(rsi > overbought, -1, 0)) + return pd.Series(signal, index=data.index) + +def bollinger_bands_strategy(data, window=20, num_std=2): + # Calculate moving average + data['Moving_Avg'] = data['Close'].rolling(window=window).mean() + + # Calculate rolling standard deviation and force it to be a Series + rolling_std = data['Close'].rolling(window).std() + rolling_std = rolling_std.squeeze() # Ensure rolling_std is a Series + + # Print shapes for debugging + print(f"Shape of Moving_Avg: {data['Moving_Avg'].shape}") + print(f"Shape of Rolling Std: {rolling_std.shape}") + + # Calculate upper and lower bands + data['Band_Upper'] = data['Moving_Avg'] + (num_std * rolling_std) + data['Band_Lower'] = data['Moving_Avg'] - (num_std * rolling_std) + + # Print shapes after assignments for debugging + print(f"Shape of Band_Upper: {data['Band_Upper'].shape}") + print(f"Shape of Band_Lower: {data['Band_Lower'].shape}") + + # Check for NaN values + print(f"NaNs in Close: {data['Close'].isna().sum()}") + print(f"NaNs in Band_Upper: {data['Band_Upper'].isna().sum()}") + print(f"NaNs in Band_Lower: {data['Band_Lower'].isna().sum()}") + + # Print the columns of the DataFrame + print(f"Columns in data before dropping NaNs: {data.columns.tolist()}") + + # Optionally drop rows with NaNs + data = data.dropna(subset=['Close', 'Band_Upper', 'Band_Lower']) + + # Generate signals based on the bands + signal = np.where(data['Close'] < data['Band_Lower'], 1, + np.where(data['Close'] > data['Band_Upper'], -1, 0)) + + return pd.Series(signal, index=data.index) + +def generate_signals(data): + ma_signal = moving_average_strategy(data) + rsi_signal = rsi_strategy(data) + bollinger_signal = bollinger_bands_strategy(data) + return pd.DataFrame({'MA': ma_signal, 'RSI': rsi_signal, 'Bollinger': bollinger_signal}) + + +def backtest_option_trades(option_chain, signals, stock_data): + """ + Backtest option trades based on the given signals and stock data. + """ + trades = [] + current_position = None + + # Ensure both stock_data and option_chain indices are sorted in ascending order + stock_data = stock_data.sort_index() + + # Convert 'lastTradeDate' or any date-related columns to datetime in option_chain + if 'lastTradeDate' in option_chain.columns: + option_chain['lastTradeDate'] = pd.to_datetime(option_chain['lastTradeDate']) + option_chain = option_chain.set_index('lastTradeDate') + + # If option_chain index isn't datetime, convert it to datetime (ensuring compatibility) + option_chain.index = pd.to_datetime(option_chain.index) + + # Remove the timezone from option_chain index + option_chain.index = option_chain.index.tz_localize(None) + + # Now reindex the option chain to match the stock data index (forward fill missing option prices) + option_chain = option_chain.sort_index() + option_chain = option_chain.reindex(stock_data.index, method='ffill') + + for i in range(len(signals)): + if signals.iloc[i]['MA'] == 1 and current_position is None: + # BUY signal + entry_price = option_chain['lastPrice'].iloc[i] + if pd.isna(entry_price): # If price is nan, log the error and continue + print(f"Missing entry price on {stock_data.index[i]}, skipping trade.") + continue + entry_date = stock_data.index[i] + current_position = { + 'entry_price': entry_price, + 'entry_date': entry_date + } + print(f"BUY signal on {entry_date}: Entry Price = {entry_price}") + + elif signals.iloc[i]['MA'] == -1 and current_position is not None: + # SELL signal + exit_price = option_chain['lastPrice'].iloc[i] + if pd.isna(exit_price): # If price is nan, log the error and continue + print(f"Missing exit price on {stock_data.index[i]}, skipping trade.") + continue + exit_date = stock_data.index[i] + pnl = (exit_price - current_position['entry_price']) * 100 + print(f"SELL signal on {exit_date}: Exit Price = {exit_price}, P&L = {pnl}") + + trades.append({ + 'entry_date': current_position['entry_date'], + 'entry_price': current_position['entry_price'], + 'exit_date': exit_date, + 'exit_price': exit_price, + 'pnl': pnl + }) + current_position = None + + cumulative_pnl = sum(trade['pnl'] for trade in trades) + total_wins = sum(1 for trade in trades if trade['pnl'] > 0) + total_trades = len(trades) + win_rate = total_wins / total_trades if total_trades > 0 else 0 + + return cumulative_pnl, trades, win_rate + + +def objective_function_profit(weights, strategy_signals, data, option_chain): + weights = np.array(weights) + weights /= np.sum(weights) # Normalize weights + weighted_signals = np.sum([signal * weight for signal, weight in zip(strategy_signals.T.values, weights)], axis=0) + + # Since `backtest_option_trades` returns 3 values, we only unpack those + cumulative_pnl, _, _ = backtest_option_trades(option_chain, weighted_signals, data) + + # Return negative cumulative P&L to maximize profit + return -cumulative_pnl + + +def optimize_weights(strategy_signals, data, option_chain): + initial_weights = [1 / len(strategy_signals.columns)] * len(strategy_signals.columns) + constraints = ({'type': 'eq', 'fun': lambda weights: np.sum(weights) - 1}) + bounds = [(0, 1)] * len(strategy_signals.columns) + + result = minimize(objective_function_profit, initial_weights, args=(strategy_signals, data, option_chain), + method='SLSQP', bounds=bounds, constraints=constraints) + return result.x # Optimal weights + + +def weighted_signal_combination(strategy_signals, weights): + weighted_signals = np.sum([signal * weight for signal, weight in zip(strategy_signals.T.values, weights)], axis=0) + return weighted_signals + + +def main_decision(weighted_signals): + last_signal = weighted_signals[-1] # Latest signal + if last_signal > 0: + return "BUY" + elif last_signal < 0: + return "SELL" + else: + return "HOLD" + + +def run_backtest(): + ticker = ticker_info() + expiration_dates = fetch_expiration_dates(ticker) + expiration_date = select_expiration_date(expiration_dates) + options_chain = fetch_option_chain(ticker, expiration_date) + + # Fetch training data + train_data = get_price_data(ticker, '2010-01-01', '2022-01-01') + + # Generate signals + strategy_signals_train = generate_signals(train_data) + + # Optimize weights + optimal_weights = optimize_weights(strategy_signals_train, train_data, options_chain.calls) + + # Fetch test data + test_data = get_price_data(ticker, '2022-01-02', '2024-01-01') + + # Generate test signals + strategy_signals_test = generate_signals(test_data) + + # Combine signals and backtest + weighted_signals = weighted_signal_combination(strategy_signals_test, optimal_weights) + cumulative_pnl, trades, win_rate = backtest_option_trades(options_chain.calls, weighted_signals, test_data) + + # Make final decision + decision = main_decision(weighted_signals) + print(f"Final decision: {decision}") + + # Output results + print(f"Cumulative P&L: {cumulative_pnl}") + print(f"Win Rate: {win_rate * 100:.2f}%") + + +# Call the main function +run_backtest() diff --git a/src/griffin-stuff/IBKR/3_month_testing_data.csv b/src/griffin-stuff/IBKR/3_month_testing_data.csv new file mode 100644 index 0000000..f003831 --- /dev/null +++ b/src/griffin-stuff/IBKR/3_month_testing_data.csv @@ -0,0 +1,17536 @@ +,Date,Open,High,Low,Close,Volume +0,20240804 18:00:00,71.99,72.3,71.99,72.21,95 +1,20240804 18:05:00,72.15,72.15,71.86,71.86,214 +2,20240804 18:10:00,71.88,71.94,71.85,71.94,65 +3,20240804 18:15:00,71.85,71.87,71.63,71.77,63 +4,20240804 18:20:00,71.75,71.75,71.7,71.73,66 +5,20240804 18:25:00,71.71,71.79,71.69,71.79,47 +6,20240804 18:30:00,71.79,71.85,71.77,71.85,34 +7,20240804 18:35:00,71.85,71.85,71.78,71.8,21 +8,20240804 18:40:00,71.83,71.88,71.83,71.83,10 +9,20240804 18:45:00,71.84,71.85,71.79,71.79,11 +10,20240804 18:50:00,71.82,71.82,71.8,71.8,6 +11,20240804 18:55:00,71.79,71.79,71.74,71.78,11 +12,20240804 19:00:00,71.77,71.82,71.77,71.8,12 +13,20240804 19:05:00,71.82,71.86,71.82,71.86,22 +14,20240804 19:10:00,71.88,71.95,71.86,71.94,36 +15,20240804 19:15:00,71.93,71.96,71.9,71.94,21 +16,20240804 19:20:00,71.95,71.96,71.93,71.93,5 +17,20240804 19:25:00,71.93,71.93,71.82,71.82,16 +18,20240804 19:30:00,71.81,71.83,71.73,71.76,44 +19,20240804 19:35:00,71.75,71.81,71.75,71.81,10 +20,20240804 19:40:00,71.77,71.78,71.74,71.75,7 +21,20240804 19:45:00,71.74,71.76,71.74,71.76,6 +22,20240804 19:50:00,71.75,71.78,71.73,71.78,20 +23,20240804 19:55:00,71.82,71.86,71.81,71.86,18 +24,20240804 20:00:00,71.86,71.87,71.81,71.82,6 +25,20240804 20:05:00,71.83,71.83,71.65,71.68,23 +26,20240804 20:10:00,71.67,71.68,71.51,71.57,36 +27,20240804 20:15:00,71.62,71.62,71.52,71.55,19 +28,20240804 20:20:00,71.57,71.57,71.31,71.4,73 +29,20240804 20:25:00,71.44,71.51,71.35,71.49,33 +30,20240804 20:30:00,71.49,71.49,71.39,71.39,11 +31,20240804 20:35:00,71.4,71.4,71.07,71.2,138 +32,20240804 20:40:00,71.19,71.27,71.17,71.19,27 +33,20240804 20:45:00,71.11,71.17,71.1,71.16,19 +34,20240804 20:50:00,71.07,71.08,70.97,71.06,93 +35,20240804 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11:25:00,62.02,62.02,62.02,62.02,0 +26106,20211021 11:30:00,61.2,61.2,61.2,61.2,1 +26107,20211021 11:35:00,61.2,61.2,61.2,61.2,0 +26108,20211021 11:40:00,61.2,61.2,61.2,61.2,0 +26109,20211021 11:45:00,61.2,61.2,61.2,61.2,0 +26110,20211021 11:50:00,61.2,61.2,61.2,61.2,0 +26111,20211021 11:55:00,61.2,61.2,61.2,61.2,0 +26112,20211021 12:00:00,61.2,61.2,61.2,61.2,0 +26113,20211021 12:05:00,61.2,61.2,61.2,61.2,0 +26114,20211021 12:10:00,61.2,61.2,61.2,61.2,0 +26115,20211021 12:15:00,61.2,61.2,61.2,61.2,0 +26116,20211021 12:20:00,61.2,61.2,61.2,61.2,0 +26117,20211021 12:25:00,61.2,61.2,61.2,61.2,0 +26118,20211021 12:30:00,61.2,61.2,61.2,61.2,0 +26119,20211021 12:35:00,61.2,61.2,61.2,61.2,0 +26120,20211021 12:40:00,61.2,61.2,61.2,61.2,0 +26121,20211021 12:45:00,61.2,61.2,61.2,61.2,0 +26122,20211021 12:50:00,61.2,61.2,61.2,61.2,0 +26123,20211021 12:55:00,61.2,61.2,61.2,61.2,0 +26124,20211021 13:00:00,61.2,61.2,61.2,61.2,0 +26125,20211021 13:05:00,61.2,61.2,61.2,61.2,0 +26126,20211021 13:10:00,61.2,61.2,61.2,61.2,0 +26127,20211021 13:15:00,61.2,61.2,61.2,61.2,0 +26128,20211021 13:20:00,61.2,61.2,61.2,61.2,0 +26129,20211021 13:25:00,61.2,61.2,61.2,61.2,0 +26130,20211021 13:30:00,61.2,61.2,61.2,61.2,0 +26131,20211021 13:35:00,61.2,61.2,61.2,61.2,0 +26132,20211021 13:40:00,61.2,61.2,61.2,61.2,0 +26133,20211021 13:45:00,61.2,61.2,61.2,61.2,0 +26134,20211021 13:50:00,61.2,61.2,61.2,61.2,0 +26135,20211021 13:55:00,61.2,61.2,61.2,61.2,0 +26136,20211021 14:00:00,61.2,61.2,61.2,61.2,0 +26137,20211021 14:05:00,61.2,61.2,61.2,61.2,0 +26138,20211021 14:10:00,61.2,61.2,61.2,61.2,0 +26139,20211021 14:15:00,61.2,61.2,61.2,61.2,0 +26140,20211021 14:20:00,61.2,61.2,61.2,61.2,0 +26141,20211021 14:25:00,61.2,61.2,61.2,61.2,0 +26142,20211021 14:30:00,61.2,61.2,61.2,61.2,0 +26143,20211021 14:35:00,61.2,61.2,61.2,61.2,0 +26144,20211021 14:40:00,61.2,61.2,61.2,61.2,0 +26145,20211021 14:45:00,61.2,61.2,61.2,61.2,0 +26146,20211021 14:50:00,61.2,61.2,61.2,61.2,0 +26147,20211021 14:55:00,61.2,61.2,61.2,61.2,0 +26148,20211021 15:00:00,61.2,61.2,61.2,61.2,0 +26149,20211021 15:05:00,61.2,61.2,61.2,61.2,0 +26150,20211021 15:10:00,61.2,61.2,61.2,61.2,0 +26151,20211021 15:15:00,61.2,61.2,61.2,61.2,0 +26152,20211021 15:20:00,61.2,61.2,61.2,61.2,0 +26153,20211021 15:25:00,61.2,61.2,61.2,61.2,0 +26154,20211021 15:30:00,61.2,61.2,61.2,61.2,0 +26155,20211021 15:35:00,61.2,61.2,61.2,61.2,0 +26156,20211021 15:40:00,61.2,61.2,61.2,61.2,0 +26157,20211021 15:45:00,61.2,61.2,61.2,61.2,0 +26158,20211021 15:50:00,61.2,61.2,61.2,61.2,0 +26159,20211021 15:55:00,61.2,61.2,61.2,61.2,0 +26160,20211021 16:00:00,61.2,61.2,61.2,61.2,0 +26161,20211021 16:05:00,61.2,61.2,61.2,61.2,0 +26162,20211021 16:10:00,61.2,61.2,61.2,61.2,0 +26163,20211021 16:15:00,61.2,61.2,61.2,61.2,0 +26164,20211021 16:20:00,61.2,61.2,61.2,61.2,0 +26165,20211021 16:25:00,61.2,61.2,61.2,61.2,0 +26166,20211021 16:30:00,61.2,61.2,61.2,61.2,0 +26167,20211021 16:35:00,61.2,61.2,61.2,61.2,0 +26168,20211021 16:40:00,61.2,61.2,61.2,61.2,0 +26169,20211021 16:45:00,61.2,61.2,61.2,61.2,0 +26170,20211021 16:50:00,61.2,61.2,61.2,61.2,0 +26171,20211021 16:55:00,61.2,61.2,61.2,61.2,0 +26172,20211022 11:35:00,61.7,61.7,61.7,61.7,2 +26173,20211022 11:40:00,61.7,61.7,61.7,61.7,0 +26174,20211022 11:45:00,61.7,61.7,61.7,61.7,0 +26175,20211022 11:50:00,61.7,61.7,61.7,61.7,0 +26176,20211022 11:55:00,61.7,61.7,61.7,61.7,0 +26177,20211022 12:00:00,61.7,61.7,61.7,61.7,0 +26178,20211022 12:05:00,61.7,61.7,61.7,61.7,0 +26179,20211022 12:10:00,61.7,61.7,61.7,61.7,0 +26180,20211022 12:15:00,61.7,61.7,61.7,61.7,0 +26181,20211022 12:20:00,61.7,61.7,61.7,61.7,0 +26182,20211022 12:25:00,61.7,61.7,61.7,61.7,0 +26183,20211022 12:30:00,61.7,61.7,61.7,61.7,0 +26184,20211022 12:35:00,61.7,61.7,61.7,61.7,0 +26185,20211022 12:40:00,61.7,61.7,61.7,61.7,0 +26186,20211022 12:45:00,61.7,61.7,61.7,61.7,0 +26187,20211022 12:50:00,61.7,61.7,61.7,61.7,0 +26188,20211022 12:55:00,61.7,61.7,61.7,61.7,0 +26189,20211022 13:00:00,61.7,61.7,61.7,61.7,0 +26190,20211022 13:05:00,61.7,61.7,61.7,61.7,0 +26191,20211022 13:10:00,61.7,61.7,61.7,61.7,0 +26192,20211022 13:15:00,61.7,61.7,61.7,61.7,0 +26193,20211022 13:20:00,61.7,61.7,61.7,61.7,0 +26194,20211022 13:25:00,61.7,61.7,61.7,61.7,0 +26195,20211022 13:30:00,61.7,61.7,61.7,61.7,0 +26196,20211022 13:35:00,61.7,61.7,61.7,61.7,0 +26197,20211022 13:40:00,61.7,61.7,61.7,61.7,0 +26198,20211022 13:45:00,61.7,61.7,61.7,61.7,0 +26199,20211022 13:50:00,61.7,61.7,61.7,61.7,0 +26200,20211022 13:55:00,61.7,61.7,61.7,61.7,0 +26201,20211022 14:00:00,61.7,61.7,61.7,61.7,0 +26202,20211022 14:05:00,61.7,61.7,61.7,61.7,0 +26203,20211022 14:10:00,61.7,61.7,61.7,61.7,0 +26204,20211022 14:15:00,61.7,61.7,61.7,61.7,0 +26205,20211022 14:20:00,61.7,61.7,61.7,61.7,0 +26206,20211022 14:25:00,61.7,61.7,61.7,61.7,0 +26207,20211022 14:30:00,62.13,62.13,62.13,62.13,1 +26208,20211022 14:35:00,62.13,62.13,62.13,62.13,0 +26209,20211022 14:40:00,62.13,62.13,62.13,62.13,0 +26210,20211022 14:45:00,62.13,62.13,62.13,62.13,0 +26211,20211022 14:50:00,62.13,62.13,62.13,62.13,0 +26212,20211022 14:55:00,62.13,62.13,62.13,62.13,0 +26213,20211022 15:00:00,62.13,62.13,62.13,62.13,0 +26214,20211022 15:05:00,62.13,62.13,62.13,62.13,0 +26215,20211022 15:10:00,62.13,62.13,62.13,62.13,0 +26216,20211022 15:15:00,62.13,62.13,62.13,62.13,0 +26217,20211022 15:20:00,62.13,62.13,62.13,62.13,0 +26218,20211022 15:25:00,62.13,62.13,62.13,62.13,0 +26219,20211022 15:30:00,62.13,62.13,62.13,62.13,0 +26220,20211022 15:35:00,62.13,62.13,62.13,62.13,0 +26221,20211022 15:40:00,62.13,62.13,62.13,62.13,0 +26222,20211022 15:45:00,62.13,62.13,62.13,62.13,0 +26223,20211022 15:50:00,62.33,62.33,62.33,62.33,1 +26224,20211022 15:55:00,62.33,62.33,62.33,62.33,0 +26225,20211022 16:00:00,62.33,62.33,62.33,62.33,0 +26226,20211022 16:05:00,62.33,62.33,62.33,62.33,0 +26227,20211022 16:10:00,62.33,62.33,62.33,62.33,0 +26228,20211022 16:15:00,62.33,62.33,62.33,62.33,0 +26229,20211022 16:20:00,62.33,62.33,62.33,62.33,0 +26230,20211022 16:25:00,62.33,62.33,62.33,62.33,0 +26231,20211022 16:30:00,62.33,62.33,62.33,62.33,0 +26232,20211022 16:35:00,62.33,62.33,62.33,62.33,0 +26233,20211022 16:40:00,62.33,62.33,62.33,62.33,0 +26234,20211022 16:45:00,62.33,62.33,62.33,62.33,0 +26235,20211022 16:50:00,62.33,62.33,62.33,62.33,0 +26236,20211022 16:55:00,62.33,62.33,62.33,62.33,0 +26237,20211024 21:45:00,62.45,62.45,62.45,62.45,46 +26238,20211024 21:50:00,62.45,62.45,62.45,62.45,0 +26239,20211024 21:55:00,62.45,62.45,62.45,62.45,0 +26240,20211024 22:00:00,62.45,62.45,62.45,62.45,0 +26241,20211024 22:05:00,62.45,62.45,62.45,62.45,0 +26242,20211024 22:10:00,62.52,62.52,62.52,62.52,15 +26243,20211024 22:15:00,62.52,62.52,62.52,62.52,0 +26244,20211024 22:20:00,62.52,62.52,62.52,62.52,0 +26245,20211024 22:25:00,62.52,62.52,62.52,62.52,1 +26246,20211024 22:30:00,62.52,62.52,62.52,62.52,1 +26247,20211024 22:35:00,62.52,62.52,62.52,62.52,4 +26248,20211024 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15:35:00,72.41,72.41,72.41,72.41,1 +82595,20221007 15:40:00,72.46,72.46,72.46,72.46,1 +82596,20221007 15:45:00,72.49,72.49,72.49,72.49,2 +82597,20221007 15:50:00,72.49,72.49,72.49,72.49,0 +82598,20221007 15:55:00,72.4,72.41,72.4,72.41,2 +82599,20221007 16:00:00,72.44,72.44,72.44,72.44,1 +82600,20221007 16:05:00,72.44,72.44,72.44,72.44,0 +82601,20221007 16:10:00,72.52,72.52,72.52,72.52,2 +82602,20221007 16:15:00,72.51,72.51,72.51,72.51,1 +82603,20221007 16:20:00,72.57,72.57,72.57,72.57,1 +82604,20221007 16:25:00,72.66,72.66,72.66,72.66,2 +82605,20221007 16:30:00,72.78,72.78,72.78,72.78,1 +82606,20221007 16:35:00,72.81,72.81,72.81,72.81,5 +82607,20221007 16:40:00,72.81,72.81,72.81,72.81,0 +82608,20221007 16:45:00,72.81,72.81,72.81,72.81,0 +82609,20221007 16:50:00,72.81,72.81,72.81,72.81,0 +82610,20221007 16:55:00,72.81,72.81,72.81,72.81,0 +82611,20221009 18:10:00,72.53,72.53,72.48,72.48,2 +82612,20221009 18:15:00,72.48,72.48,72.48,72.48,0 +82613,20221009 18:20:00,72.48,72.48,72.48,72.48,0 +82614,20221009 18:25:00,72.48,72.48,72.48,72.48,0 +82615,20221009 18:30:00,72.48,72.48,72.48,72.48,0 +82616,20221009 18:35:00,72.59,72.59,72.59,72.59,1 +82617,20221009 18:40:00,72.59,72.59,72.59,72.59,0 +82618,20221009 18:45:00,72.59,72.59,72.59,72.59,0 +82619,20221009 18:50:00,72.59,72.59,72.59,72.59,0 +82620,20221009 18:55:00,72.59,72.59,72.59,72.59,0 +82621,20221009 19:00:00,72.59,72.59,72.59,72.59,0 +82622,20221009 19:05:00,72.59,72.59,72.59,72.59,0 +82623,20221009 19:10:00,72.59,72.59,72.59,72.59,0 +82624,20221009 19:15:00,72.59,72.59,72.59,72.59,0 +82625,20221009 19:20:00,72.59,72.59,72.59,72.59,0 +82626,20221009 19:25:00,72.59,72.59,72.59,72.59,0 +82627,20221009 19:30:00,72.59,72.59,72.59,72.59,0 +82628,20221009 19:35:00,72.59,72.59,72.59,72.59,0 +82629,20221009 19:40:00,72.59,72.59,72.59,72.59,0 +82630,20221009 19:45:00,72.59,72.59,72.59,72.59,0 +82631,20221009 19:50:00,72.59,72.59,72.59,72.59,0 +82632,20221009 19:55:00,72.59,72.59,72.59,72.59,0 +82633,20221009 20:00:00,72.59,72.59,72.59,72.59,0 +82634,20221009 20:05:00,72.59,72.59,72.59,72.59,0 +82635,20221009 20:10:00,72.59,72.59,72.59,72.59,0 +82636,20221009 20:15:00,72.59,72.59,72.59,72.59,0 +82637,20221009 20:20:00,72.59,72.59,72.59,72.59,0 +82638,20221009 20:25:00,72.59,72.59,72.59,72.59,0 +82639,20221009 20:30:00,72.59,72.59,72.59,72.59,0 +82640,20221009 20:35:00,72.59,72.59,72.59,72.59,0 +82641,20221009 20:40:00,72.59,72.59,72.59,72.59,0 +82642,20221009 20:45:00,72.59,72.59,72.59,72.59,0 +82643,20221009 20:50:00,72.59,72.59,72.59,72.59,0 +82644,20221009 20:55:00,72.35,72.35,72.27,72.27,4 +82645,20221009 21:00:00,72.24,72.24,72.24,72.24,15 +82646,20221009 21:05:00,72.24,72.24,72.24,72.24,0 +82647,20221009 21:10:00,72.24,72.24,72.24,72.24,0 +82648,20221009 21:15:00,72.2,72.2,72.2,72.2,1 +82649,20221009 21:20:00,72.2,72.2,72.2,72.2,0 +82650,20221009 21:25:00,72.0,72.0,71.96,71.96,3 +82651,20221009 21:30:00,71.96,71.96,71.96,71.96,0 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23:10:00,72.22,72.22,72.22,72.22,0 +82672,20221009 23:15:00,72.22,72.22,72.22,72.22,0 +82673,20221009 23:20:00,72.22,72.22,72.22,72.22,0 +82674,20221009 23:25:00,72.29,72.31,72.29,72.31,2 +82675,20221009 23:30:00,72.31,72.31,72.31,72.31,0 +82676,20221009 23:35:00,72.31,72.31,72.31,72.31,0 +82677,20221009 23:40:00,72.31,72.31,72.31,72.31,0 +82678,20221009 23:45:00,72.31,72.31,72.31,72.31,0 +82679,20221009 23:50:00,72.31,72.31,72.31,72.31,0 +82680,20221009 23:55:00,72.31,72.31,72.31,72.31,0 +82681,20221010 00:00:00,72.31,72.31,72.31,72.31,0 +82682,20221010 00:05:00,72.12,72.12,72.12,72.12,1 +82683,20221010 00:10:00,72.12,72.12,72.12,72.12,0 +82684,20221010 00:15:00,72.12,72.12,72.12,72.12,0 +82685,20221010 00:20:00,72.12,72.12,72.12,72.12,0 +82686,20221010 00:25:00,72.12,72.12,72.12,72.12,0 +82687,20221010 00:30:00,72.22,72.22,72.22,72.22,2 +82688,20221010 00:35:00,72.22,72.22,72.22,72.22,0 +82689,20221010 00:40:00,72.22,72.22,72.22,72.22,0 +82690,20221010 00:45:00,72.22,72.22,72.22,72.22,0 +82691,20221010 00:50:00,72.22,72.22,72.22,72.22,0 +82692,20221010 00:55:00,72.22,72.22,72.22,72.22,0 +82693,20221010 01:00:00,72.22,72.22,72.22,72.22,0 +82694,20221010 01:05:00,72.22,72.22,72.22,72.22,0 +82695,20221010 01:10:00,72.22,72.22,72.22,72.22,0 +82696,20221010 01:15:00,72.22,72.22,72.22,72.22,0 +82697,20221010 01:20:00,72.22,72.22,72.22,72.22,0 +82698,20221010 01:25:00,72.22,72.22,72.22,72.22,0 +82699,20221010 01:30:00,72.22,72.22,72.22,72.22,0 +82700,20221010 01:35:00,72.22,72.22,72.22,72.22,0 +82701,20221010 01:40:00,72.22,72.22,72.22,72.22,0 +82702,20221010 01:45:00,72.32,72.32,72.32,72.32,1 +82703,20221010 01:50:00,72.32,72.32,72.32,72.32,0 +82704,20221010 01:55:00,72.22,72.22,72.22,72.22,1 +82705,20221010 02:00:00,72.22,72.22,72.22,72.22,0 +82706,20221010 02:05:00,72.22,72.22,72.22,72.22,0 +82707,20221010 02:10:00,72.32,72.32,72.32,72.32,1 +82708,20221010 02:15:00,72.32,72.32,72.32,72.32,0 +82709,20221010 02:20:00,72.42,72.42,72.42,72.42,1 +82710,20221010 02:25:00,72.42,72.42,72.42,72.42,0 +82711,20221010 02:30:00,72.42,72.42,72.42,72.42,0 +82712,20221010 02:35:00,72.42,72.42,72.42,72.42,0 +82713,20221010 02:40:00,72.42,72.42,72.42,72.42,0 +82714,20221010 02:45:00,72.42,72.42,72.42,72.42,0 +82715,20221010 02:50:00,72.42,72.42,72.42,72.42,0 +82716,20221010 02:55:00,72.42,72.42,72.42,72.42,0 +82717,20221010 03:00:00,72.42,72.42,72.42,72.42,0 +82718,20221010 03:05:00,72.42,72.42,72.42,72.42,0 +82719,20221010 03:10:00,72.42,72.42,72.42,72.42,0 +82720,20221010 03:15:00,72.42,72.42,72.42,72.42,0 +82721,20221010 03:20:00,72.42,72.42,72.42,72.42,0 +82722,20221010 03:25:00,72.65,72.71,72.65,72.71,3 +82723,20221010 03:30:00,72.71,72.71,72.71,72.71,0 +82724,20221010 03:35:00,72.7,72.7,72.7,72.7,2 +82725,20221010 03:40:00,72.68,72.68,72.68,72.68,1 +82726,20221010 03:45:00,72.56,72.56,72.56,72.56,1 +82727,20221010 03:50:00,72.56,72.56,72.56,72.56,0 +82728,20221010 03:55:00,72.56,72.56,72.56,72.56,0 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09:20:00,70.4,70.42,70.34,70.34,10 +85125,20221021 09:25:00,70.4,70.41,70.31,70.31,9 +85126,20221021 09:30:00,70.3,70.35,70.11,70.34,24 +85127,20221021 09:35:00,70.33,70.57,70.33,70.57,26 +85128,20221021 09:40:00,70.59,70.81,70.49,70.75,52 +85129,20221021 09:45:00,70.77,70.77,70.6,70.6,13 +85130,20221021 09:50:00,70.65,70.65,70.51,70.55,12 +85131,20221021 09:55:00,70.54,70.54,70.46,70.46,37 +85132,20221021 10:00:00,70.46,70.52,70.43,70.45,16 +85133,20221021 10:05:00,70.42,70.46,70.39,70.46,12 +85134,20221021 10:10:00,70.44,70.49,70.4,70.4,13 +85135,20221021 10:15:00,70.38,70.38,70.31,70.33,4 +85136,20221021 10:20:00,70.33,70.33,70.33,70.33,0 +85137,20221021 10:25:00,70.21,70.21,70.15,70.15,5 +85138,20221021 10:30:00,70.11,70.16,69.97,69.98,15 +85139,20221021 10:35:00,69.97,70.0,69.77,69.96,30 +85140,20221021 10:40:00,69.97,69.97,69.81,69.9,45 +85141,20221021 10:45:00,69.89,70.02,69.89,70.02,37 +85142,20221021 10:50:00,70.01,70.01,70.01,70.01,19 +85143,20221021 10:55:00,69.99,69.99,69.87,69.87,3 +85144,20221021 11:00:00,69.77,69.77,69.59,69.59,6 +85145,20221021 11:05:00,69.69,69.87,69.68,69.87,17 +85146,20221021 11:10:00,69.77,69.84,69.77,69.84,4 +85147,20221021 11:15:00,69.87,70.0,69.87,69.97,16 +85148,20221021 11:20:00,70.0,70.11,70.0,70.1,78 +85149,20221021 11:25:00,70.13,70.17,70.1,70.1,25 +85150,20221021 11:30:00,70.08,70.08,70.08,70.08,2 +85151,20221021 11:35:00,70.08,70.08,70.08,70.08,0 +85152,20221021 11:40:00,70.17,70.31,70.17,70.25,14 +85153,20221021 11:45:00,70.26,70.26,70.19,70.19,5 +85154,20221021 11:50:00,70.23,70.24,70.23,70.24,9 +85155,20221021 11:55:00,70.24,70.31,70.22,70.24,82 +85156,20221021 12:00:00,70.25,70.25,70.25,70.25,25 +85157,20221021 12:05:00,70.21,70.21,70.19,70.19,2 +85158,20221021 12:10:00,70.14,70.14,70.11,70.12,21 +85159,20221021 12:15:00,70.12,70.12,70.07,70.07,10 +85160,20221021 12:20:00,70.02,70.06,70.02,70.06,9 +85161,20221021 12:25:00,70.15,70.15,70.06,70.09,29 +85162,20221021 12:30:00,70.11,70.31,70.1,70.27,84 +85163,20221021 12:35:00,70.3,70.31,70.22,70.26,93 +85164,20221021 12:40:00,70.28,70.31,70.28,70.3,25 +85165,20221021 12:45:00,70.26,70.35,70.22,70.33,84 +85166,20221021 12:50:00,70.34,70.36,70.32,70.36,12 +85167,20221021 12:55:00,70.32,70.32,70.3,70.3,8 +85168,20221021 13:00:00,70.38,70.41,70.38,70.41,2 +85169,20221021 13:05:00,70.4,70.4,70.39,70.39,2 +85170,20221021 13:10:00,70.39,70.39,70.39,70.39,0 +85171,20221021 13:15:00,70.42,70.45,70.41,70.43,33 +85172,20221021 13:20:00,70.44,70.46,70.37,70.37,17 +85173,20221021 13:25:00,70.39,70.4,70.39,70.4,27 +85174,20221021 13:30:00,70.4,70.4,70.4,70.4,0 +85175,20221021 13:35:00,70.34,70.34,70.26,70.26,9 +85176,20221021 13:40:00,70.26,70.26,70.26,70.26,0 +85177,20221021 13:45:00,70.25,70.25,70.22,70.22,2 +85178,20221021 13:50:00,70.22,70.22,70.22,70.22,0 +85179,20221021 13:55:00,70.22,70.22,70.22,70.22,0 +85180,20221021 14:00:00,70.24,70.25,70.2,70.21,11 +85181,20221021 14:05:00,70.2,70.24,70.14,70.14,8 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15:45:00,70.5,70.51,70.5,70.51,12 +85202,20221021 15:50:00,70.51,70.55,70.51,70.53,11 +85203,20221021 15:55:00,70.53,70.53,70.53,70.53,1 +85204,20221021 16:00:00,70.47,70.47,70.47,70.47,1 +85205,20221021 16:05:00,70.41,70.41,70.41,70.41,1 +85206,20221021 16:10:00,70.37,70.37,70.37,70.37,1 +85207,20221021 16:15:00,70.37,70.37,70.37,70.37,1 +85208,20221021 16:20:00,70.39,70.39,70.39,70.39,1 +85209,20221021 16:25:00,70.35,70.35,70.35,70.35,1 +85210,20221021 16:30:00,70.35,70.35,70.35,70.35,0 +85211,20221021 16:35:00,70.35,70.35,70.35,70.35,0 +85212,20221021 16:40:00,70.43,70.43,70.43,70.43,1 +85213,20221021 16:45:00,70.43,70.43,70.43,70.43,0 +85214,20221021 16:50:00,70.43,70.43,70.43,70.43,0 +85215,20221021 16:55:00,70.43,70.43,70.43,70.43,0 +85216,20221023 21:05:00,70.75,70.76,70.75,70.76,3 +85217,20221023 21:10:00,70.76,70.76,70.76,70.76,0 +85218,20221023 21:15:00,70.76,70.76,70.76,70.76,0 +85219,20221023 21:20:00,70.76,70.76,70.76,70.76,0 +85220,20221023 21:25:00,70.76,70.76,70.76,70.76,0 +85221,20221023 21:30:00,70.76,70.76,70.76,70.76,0 +85222,20221023 21:35:00,70.69,70.69,70.69,70.69,1 +85223,20221023 21:40:00,70.69,70.69,70.69,70.69,0 +85224,20221023 21:45:00,70.68,70.68,70.68,70.68,1 +85225,20221023 21:50:00,70.68,70.68,70.68,70.68,0 +85226,20221023 21:55:00,70.68,70.68,70.68,70.68,0 +85227,20221023 22:00:00,70.6,70.6,70.6,70.6,1 +85228,20221023 22:05:00,70.6,70.6,70.6,70.6,0 +85229,20221023 22:10:00,70.45,70.45,70.45,70.45,1 +85230,20221023 22:15:00,70.45,70.45,70.45,70.45,0 +85231,20221023 22:20:00,70.45,70.45,70.45,70.45,0 +85232,20221023 22:25:00,70.35,70.35,70.35,70.35,1 +85233,20221023 22:30:00,70.35,70.35,70.35,70.35,0 +85234,20221023 22:35:00,70.31,70.31,70.31,70.31,1 +85235,20221023 22:40:00,70.25,70.25,70.25,70.25,1 +85236,20221023 22:45:00,70.25,70.25,70.25,70.25,0 +85237,20221023 22:50:00,70.25,70.25,70.25,70.25,0 +85238,20221023 22:55:00,70.25,70.25,70.25,70.25,0 +85239,20221023 23:00:00,70.25,70.25,70.25,70.25,0 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07:25:00,72.48,72.48,72.48,72.48,0 +86846,20221101 07:30:00,72.48,72.48,72.48,72.48,0 +86847,20221101 07:35:00,72.48,72.48,72.48,72.48,0 +86848,20221101 07:40:00,72.46,72.47,72.46,72.47,2 +86849,20221101 07:45:00,72.47,72.47,72.47,72.47,0 +86850,20221101 07:50:00,72.52,72.52,72.52,72.52,1 +86851,20221101 07:55:00,72.51,72.51,72.51,72.51,1 +86852,20221101 08:00:00,72.58,72.9,72.58,72.71,47 +86853,20221101 08:05:00,72.68,72.83,72.68,72.83,3 +86854,20221101 08:10:00,72.83,72.83,72.83,72.83,0 +86855,20221101 08:15:00,72.84,72.85,72.82,72.83,8 +86856,20221101 08:20:00,72.88,72.88,72.88,72.88,1 +86857,20221101 08:25:00,72.85,72.85,72.84,72.84,2 +86858,20221101 08:30:00,72.88,72.88,72.83,72.83,4 +86859,20221101 08:35:00,72.78,72.78,72.69,72.69,5 +86860,20221101 08:40:00,72.81,72.81,72.81,72.81,1 +86861,20221101 08:45:00,72.84,72.92,72.84,72.91,13 +86862,20221101 08:50:00,72.95,73.07,72.94,73.07,50 +86863,20221101 08:55:00,73.05,73.05,72.95,72.95,27 +86864,20221101 09:00:00,73.05,73.2,73.02,73.2,61 +86865,20221101 09:05:00,73.1,73.18,73.04,73.1,43 +86866,20221101 09:10:00,73.15,73.15,73.11,73.12,4 +86867,20221101 09:15:00,73.21,73.21,73.21,73.21,1 +86868,20221101 09:20:00,73.18,73.18,73.14,73.14,2 +86869,20221101 09:25:00,73.12,73.12,73.09,73.09,4 +86870,20221101 09:30:00,73.08,73.15,72.98,72.98,22 +86871,20221101 09:35:00,72.87,72.87,72.78,72.83,62 +86872,20221101 09:40:00,72.96,73.0,72.88,73.0,15 +86873,20221101 09:45:00,72.95,72.95,72.93,72.93,6 +86874,20221101 09:50:00,72.88,72.93,72.84,72.87,19 +86875,20221101 09:55:00,72.87,72.87,72.74,72.81,62 +86876,20221101 10:00:00,72.73,72.74,72.63,72.63,14 +86877,20221101 10:05:00,72.6,72.62,72.6,72.62,3 +86878,20221101 10:10:00,72.59,72.6,72.59,72.6,3 +86879,20221101 10:15:00,72.77,72.78,72.73,72.73,6 +86880,20221101 10:20:00,72.67,72.67,72.61,72.64,11 +86881,20221101 10:25:00,72.66,72.66,72.66,72.66,1 +86882,20221101 10:30:00,72.67,72.78,72.67,72.78,5 +86883,20221101 10:35:00,72.81,72.81,72.8,72.8,2 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12:15:00,72.51,72.51,72.51,72.51,1 +86904,20221101 12:20:00,72.63,72.67,72.55,72.67,10 +86905,20221101 12:25:00,72.45,72.48,72.4,72.44,10 +86906,20221101 12:30:00,72.42,72.42,72.42,72.42,1 +86907,20221101 12:35:00,72.49,72.59,72.48,72.57,33 +86908,20221101 12:40:00,72.6,72.6,72.6,72.6,1 +86909,20221101 12:45:00,72.62,72.62,72.62,72.62,2 +86910,20221101 12:50:00,72.66,72.66,72.62,72.63,7 +86911,20221101 12:55:00,72.61,72.61,72.6,72.6,8 +86912,20221101 13:00:00,72.61,72.64,72.53,72.58,9 +86913,20221101 13:05:00,72.61,72.62,72.54,72.54,8 +86914,20221101 13:10:00,72.58,72.58,72.52,72.52,9 +86915,20221101 13:15:00,72.48,72.48,72.42,72.42,20 +86916,20221101 13:20:00,72.43,72.51,72.42,72.49,13 +86917,20221101 13:25:00,72.48,72.48,72.47,72.47,2 +86918,20221101 13:30:00,72.44,72.44,72.44,72.44,4 +86919,20221101 13:35:00,72.42,72.44,72.42,72.44,2 +86920,20221101 13:40:00,72.48,72.5,72.43,72.43,9 +86921,20221101 13:45:00,72.49,72.49,72.39,72.39,9 +86922,20221101 13:50:00,72.42,72.45,72.39,72.43,10 +86923,20221101 13:55:00,72.42,72.51,72.42,72.5,58 +86924,20221101 14:00:00,72.5,72.52,72.5,72.5,61 +86925,20221101 14:05:00,72.53,72.54,72.5,72.52,56 +86926,20221101 14:10:00,72.54,72.55,72.43,72.44,44 +86927,20221101 14:15:00,72.44,72.44,72.39,72.4,34 +86928,20221101 14:20:00,72.41,72.42,72.4,72.42,25 +86929,20221101 14:25:00,72.4,72.41,72.28,72.28,62 +86930,20221101 14:30:00,72.32,72.32,72.28,72.3,19 +86931,20221101 14:35:00,72.25,72.25,72.25,72.25,1 +86932,20221101 14:40:00,72.28,72.29,72.23,72.23,10 +86933,20221101 14:45:00,72.24,72.24,72.24,72.24,2 +86934,20221101 14:50:00,72.24,72.24,72.24,72.24,4 +86935,20221101 14:55:00,72.31,72.32,72.31,72.32,3 +86936,20221101 15:00:00,72.32,72.32,72.32,72.32,0 +86937,20221101 15:05:00,72.38,72.38,72.38,72.38,4 +86938,20221101 15:10:00,72.31,72.31,72.29,72.29,9 +86939,20221101 15:15:00,72.3,72.3,72.22,72.22,6 +86940,20221101 15:20:00,72.23,72.28,72.23,72.27,27 +86941,20221101 15:25:00,72.22,72.22,72.19,72.21,7 +86942,20221101 15:30:00,72.23,72.23,72.23,72.23,5 +86943,20221101 15:35:00,72.23,72.23,72.23,72.23,0 +86944,20221101 15:40:00,72.23,72.23,72.23,72.23,0 +86945,20221101 15:45:00,72.25,72.25,72.25,72.25,4 +86946,20221101 15:50:00,72.25,72.25,72.25,72.25,0 +86947,20221101 15:55:00,72.28,72.28,72.28,72.28,1 +86948,20221101 16:00:00,72.29,72.31,72.28,72.31,5 +86949,20221101 16:05:00,72.32,72.33,72.31,72.31,4 +86950,20221101 16:10:00,72.31,72.35,72.31,72.35,2 +86951,20221101 16:15:00,72.35,72.35,72.35,72.35,0 +86952,20221101 16:20:00,72.35,72.35,72.35,72.35,0 +86953,20221101 16:25:00,72.35,72.35,72.35,72.35,0 +86954,20221101 16:30:00,72.38,72.38,72.38,72.38,1 +86955,20221101 16:35:00,72.38,72.38,72.38,72.38,0 +86956,20221101 16:40:00,72.39,72.39,72.39,72.39,1 +86957,20221101 16:45:00,72.39,72.39,72.39,72.39,0 +86958,20221101 16:50:00,72.39,72.39,72.39,72.39,0 +86959,20221101 16:55:00,72.39,72.39,72.39,72.39,0 +86960,20221101 18:20:00,72.38,72.38,72.38,72.38,1 +86961,20221101 18:25:00,72.38,72.38,72.38,72.38,0 +86962,20221101 18:30:00,72.48,72.48,72.48,72.48,1 +86963,20221101 18:35:00,72.48,72.48,72.48,72.48,0 +86964,20221101 18:40:00,72.48,72.48,72.48,72.48,0 +86965,20221101 18:45:00,72.48,72.48,72.48,72.48,0 +86966,20221101 18:50:00,72.48,72.48,72.48,72.48,0 +86967,20221101 18:55:00,72.48,72.48,72.48,72.48,0 +86968,20221101 19:00:00,72.42,72.42,72.42,72.42,1 +86969,20221101 19:05:00,72.42,72.42,72.42,72.42,0 +86970,20221101 19:10:00,72.42,72.42,72.42,72.42,0 +86971,20221101 19:15:00,72.42,72.42,72.42,72.42,0 +86972,20221101 19:20:00,72.42,72.42,72.42,72.42,0 +86973,20221101 19:25:00,72.42,72.42,72.42,72.42,0 +86974,20221101 19:30:00,72.42,72.42,72.42,72.42,0 +86975,20221101 19:35:00,72.42,72.42,72.42,72.42,0 +86976,20221101 19:40:00,72.42,72.42,72.42,72.42,0 +86977,20221101 19:45:00,72.42,72.42,72.42,72.42,0 +86978,20221101 19:50:00,72.42,72.42,72.42,72.42,0 +86979,20221101 19:55:00,72.42,72.42,72.42,72.42,0 +86980,20221101 20:00:00,72.38,72.38,72.38,72.38,1 +86981,20221101 20:05:00,72.38,72.38,72.38,72.38,0 +86982,20221101 20:10:00,72.38,72.38,72.38,72.38,0 +86983,20221101 20:15:00,72.38,72.38,72.38,72.38,0 +86984,20221101 20:20:00,72.38,72.38,72.38,72.38,0 +86985,20221101 20:25:00,72.38,72.38,72.38,72.38,0 +86986,20221101 20:30:00,72.38,72.38,72.38,72.38,0 +86987,20221101 20:35:00,72.38,72.38,72.38,72.38,0 +86988,20221101 20:40:00,72.38,72.38,72.38,72.38,0 +86989,20221101 20:45:00,72.48,72.48,72.48,72.48,2 +86990,20221101 20:50:00,72.48,72.48,72.48,72.48,0 +86991,20221101 20:55:00,72.48,72.48,72.48,72.48,0 +86992,20221101 21:00:00,72.48,72.48,72.48,72.48,0 +86993,20221101 21:05:00,72.48,72.48,72.48,72.48,0 +86994,20221101 21:10:00,72.58,72.58,72.58,72.58,1 +86995,20221101 21:15:00,72.65,72.68,72.65,72.68,3 +86996,20221101 21:20:00,72.68,72.68,72.68,72.68,0 +86997,20221101 21:25:00,72.73,72.73,72.73,72.73,2 +86998,20221101 21:30:00,72.73,72.73,72.73,72.73,0 +86999,20221101 21:35:00,72.73,72.73,72.73,72.73,0 +87000,20221101 21:40:00,72.73,72.73,72.73,72.73,0 +87001,20221101 21:45:00,72.73,72.73,72.73,72.73,0 +87002,20221101 21:50:00,72.73,72.73,72.73,72.73,0 +87003,20221101 21:55:00,72.73,72.73,72.73,72.73,0 +87004,20221101 22:00:00,72.78,72.78,72.78,72.78,1 +87005,20221101 22:05:00,72.78,72.78,72.78,72.78,0 +87006,20221101 22:10:00,72.81,72.82,72.81,72.81,5 +87007,20221101 22:15:00,72.81,72.81,72.81,72.81,0 +87008,20221101 22:20:00,72.81,72.81,72.81,72.81,0 +87009,20221101 22:25:00,72.85,72.85,72.85,72.85,6 +87010,20221101 22:30:00,72.85,72.85,72.85,72.85,0 +87011,20221101 22:35:00,72.85,72.85,72.84,72.85,18 +87012,20221101 22:40:00,72.84,72.84,72.84,72.84,1 +87013,20221101 22:45:00,72.82,72.84,72.82,72.84,3 +87014,20221101 22:50:00,72.85,72.88,72.85,72.88,31 +87015,20221101 22:55:00,72.88,72.88,72.88,72.88,0 +87016,20221101 23:00:00,72.88,72.88,72.88,72.88,0 +87017,20221101 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+from tensorflow.keras.models import Sequential +from tensorflow.keras.layers import Dense +from tensorflow.keras.callbacks import EarlyStopping + +# Load the training and testing data +training_data = pd.read_csv("3_years_training_data.csv") +testing_data = pd.read_csv("3_month_testing_data.csv") + +# Drop unnecessary columns +training_data = training_data.drop(columns=["Unnamed: 0", "Date"]) +testing_data = testing_data.drop(columns=["Unnamed: 0", "Date"]) + +# Create lagged features for the model +def create_lagged_features(data, n_lags=3): + df = data.copy() + for lag in range(1, n_lags + 1): + df[f'Close_lag_{lag}'] = df['Close'].shift(lag) + df.dropna(inplace=True) # Remove rows with NaN values due to shifting + return df + +# Apply lagged features to the training and testing datasets +training_data = create_lagged_features(training_data) +testing_data = create_lagged_features(testing_data) + +# Separate features and target +X_train = training_data.drop(columns=["Close"]).values +y_train = training_data["Close"].values +X_test = testing_data.drop(columns=["Close"]).values +y_test = testing_data["Close"].values + +# Standardize the features +scaler = StandardScaler() +X_train = scaler.fit_transform(X_train) +X_test = scaler.transform(X_test) + +# Build the neural network model +model = Sequential([ + Dense(64, activation='sigmoid', input_shape=(X_train.shape[1],)), + Dense(32, activation='sigmoid'), + Dense(16, activation='sigmoid'), + Dense(1) # Output layer for regression +]) + +# Compile the model +model.compile(optimizer='adam', loss='mse', metrics=['mae']) + +# Use early stopping to prevent overfitting +early_stopping = EarlyStopping(monitor='val_loss', patience=10, restore_best_weights=True) + +# Train the model +history = model.fit( + X_train, y_train, + epochs=100, + batch_size=32, + validation_split=0.2, + callbacks=[early_stopping], + verbose=1 +) + +# Evaluate the model on the test set +y_pred = model.predict(X_test).flatten() +mse = mean_squared_error(y_test, y_pred) +mae = mean_absolute_error(y_test, y_pred) + +print(f"Neural Network MSE: {mse:.2f}") +print(f"Neural Network MAE: {mae:.2f}") + +# Prepare the latest data to predict tomorrow's price +latest_data = testing_data.tail(1).drop(columns=["Close"]) +latest_data_scaled = scaler.transform(latest_data) + +# Predict tomorrow's close price +tomorrow_pred = model.predict(latest_data_scaled) +print(f"Predicted Close Price for Tomorrow: {tomorrow_pred[0][0]:.2f}") diff --git a/src/griffin-stuff/IBKR/requirements.txt b/src/griffin-stuff/IBKR/requirements.txt new file mode 100644 index 0000000..5bdb217 --- /dev/null +++ b/src/griffin-stuff/IBKR/requirements.txt @@ -0,0 +1,47 @@ +absl-py==2.1.0 +astunparse==1.6.3 +certifi==2024.8.30 +charset-normalizer==3.4.0 +flatbuffers==24.3.25 +gast==0.6.0 +google-pasta==0.2.0 +grpcio==1.67.1 +h5py==3.12.1 +ibapi==9.81.1.post1 +idna==3.10 +importlib_metadata==8.5.0 +joblib==1.4.2 +keras==3.6.0 +libclang==18.1.1 +Markdown==3.7 +markdown-it-py==3.0.0 +MarkupSafe==3.0.2 +mdurl==0.1.2 +ml-dtypes==0.4.1 +namex==0.0.8 +numpy==2.0.2 +opt_einsum==3.4.0 +optree==0.13.0 +packaging==24.1 +pandas==2.2.3 +protobuf==5.28.3 +Pygments==2.18.0 +python-dateutil==2.9.0.post0 +pytz==2024.2 +requests==2.32.3 +rich==13.9.4 +scikit-learn==1.5.2 +scipy==1.13.1 +six==1.16.0 +tensorboard==2.18.0 +tensorboard-data-server==0.7.2 +tensorflow==2.18.0 +tensorflow-io-gcs-filesystem==0.37.1 +termcolor==2.5.0 +threadpoolctl==3.5.0 +typing_extensions==4.12.2 +tzdata==2024.2 +urllib3==2.2.3 +Werkzeug==3.1.1 +wrapt==1.16.0 +zipp==3.20.2