Python based data collection tool which currently supports PJM but will eventually cover everyone else....

Day-Ahead Market (one day forward) INC, DEC and Up-To Xml files

Real-time LMP price forecasting dashboard for Nine Mile Point nuclear node — PJM Data Miner API, SQLite, scikit-learn, Streamlit

The ICARUS Data Center Dataset provides a structured and extensible framework for analyzing how data center infrastructure and operations impact regional power dynamics, electricity pricing, and grid load.

Real-time LMP prices across NYISO, PJM, CAISO, and SPP - Bloomberg terminal for energy

A Data Engineering workflow to assess ComEd (Northern Illinois) readiness for hyperscaler growth using Prefect, dbt and Grafana

Developer-perspective NPV model for PJM data center siting with policy risk and carbon pricing. Companion to lambcast.net work on AI infrastructure.

Functions to download electricity data

PJM energy market analytics and forecasting workflow with load forecasting, day-ahead LMP prediction, spike-risk modeling, Snowflake integration, and a Streamlit dashboard.

Bayesian and statistical modeling of regional energy load using public ISO data. Explores seasonal patterns, cross-sectional hierarchies, and probabilistic forecasting across hourly and daily resolution.

Free, open-source TypeScript/JavaScript client for US ISO/RTO energy data. No API key required.

Free, open-source Python library for US ISO/RTO energy data (CAISO, ERCOT, MISO, NYISO, ISONE, SPP, PJM) - no API key required. Alternative to gridstatus.

First-pass GIS land screen: which PJM gas plants have room nearby for a new data center + solar (with gas as 5/10/20% backup). Interactive map. Adapted from Energy Institute at Haas WP356.

Live nodal LMP price map across US ISOs

Kaggle Kernel analysis for Time series data for US Energy hourly data .

Search generator interconnection queue projects across US ISOs/RTOs - the public list of power projects waiting to connect to the grid.