Commodities Energy Pricing

The Commodities Energy Pricing dataset delivers electricity pricing and load data for Independent System Operators (ISO) responsible for power grid operations in different regions across the United States and Canada. The dataset allows users to analyze market trends or optimize grid operations by assessing demand.<br/><br/>Leverage this dataset to assess market share, analyze competitor pricing, and identify patterns and seasonality to forecast price movements. The Commodities Energy Pricing dataset can also be used to manage power generation by assessing on-peak and off-peak demand and pricing. In addition, this dataset supports environmental impact analysis by visualizing the correlation between power generation and emissions.<br/><br/>This dataset includes:

- 2,500+ instruments including real-time and day-ahead numbers, Locational Margin Pricing (LMPs), congestion prices and others at different intervals like monthly, daily, hourly and even 15-minute granularities
- Commodities futures data from the New York Mercantile Exchange (NYMEX) as well as Market Intelligence proprietary Power Forecasting (MI Forecast) and Futures (MI Pricing) data
- 34,000+ nodes spread across various operators in North America like PJM Interconnection (PJM), Southwest Power Pool (SPP), New York ISO (NYISO), ISO New England (ISO-NE), Midcontinent ISO (MISO), Electric Reliability Council of Texas (ERCOT), California ISO (CAISO), along with Canadian operators, Alberta Electric System Operator (AESO) and Independent Electricity System Operator (IESO).

大宗商品能源定价数据集为负责美国及加拿大不同地区电网运营的独立系统运营商（Independent System Operators，ISO）提供电力定价与负荷数据。该数据集可支持用户通过评估电力需求，开展市场趋势分析或电网运营优化。

依托本数据集，用户可开展市场份额评估、竞品定价分析，识别价格波动规律与季节性特征，进而实现价格走势预测。本大宗商品能源定价数据集还可通过评估峰段、谷段的电力需求与定价情况，辅助电力发电调度管理。此外，该数据集支持通过可视化电力生产与碳排放的关联关系开展环境影响分析。

本数据集涵盖以下内容：
- 2500余种交易品种，包含实时与日前市场数据、区域边际电价（Locational Margin Pricing，LMPs）、阻塞电价及其他类型数据，支持月、日、小时乃至15分钟等多种时间粒度
- 纽约商品交易所（New York Mercantile Exchange，NYMEX）的大宗商品期货数据，以及市场情报专属电力预测（MI Forecast）与期货定价（MI Pricing）数据
- 覆盖北美地区34000余个电网节点，涵盖PJM互联电网（PJM Interconnection，PJM）、西南电力联营体（Southwest Power Pool，SPP）、纽约独立系统运营商（New York ISO，NYISO）、新英格兰独立系统运营商（ISO New England，ISO-NE）、中大陆独立系统运营商（Midcontinent ISO，MISO）、得克萨斯电力可靠性委员会（Electric Reliability Council of Texas，ERCOT）、加州独立系统运营商（California ISO，CAISO）等北美运营商，以及加拿大阿尔伯塔电力系统运营商（Alberta Electric System Operator，AESO）和加拿大独立电力系统运营商（Independent Electricity System Operator，IESO）

搜集汇总

背景与挑战

背景概述

该数据集提供美国和加拿大地区电力系统的实时及远期定价、负荷数据，包含2500多种指标和34000多个节点信息，支持市场趋势分析、电网运营优化及环境影响评估。数据涵盖NYMEX期货交易信息及北美主要电力运营商节点数据。