pjm

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

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.

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

Build live dashboards on real-time energy, weather and property data — the Next.js front end and workspace for the Dryos data marketplace.

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

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

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

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.

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

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.

Learning-first walkthrough of classical state-space time-series modelling on hourly PJM electricity load: Kalman filter (from scratch) + Ornstein-Uhlenbeck residual + LightGBM overlay.

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

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.

County-level accountability for the data center electricity cost fight - a versioned ETL where every assumption is a toggle. Reproduces both sides of the PJM/EPRI dispute on one dataset.

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

Live nodal LMP price map across US ISOs

Real-time electricity market data from PJM Interconnection, the largest US grid operator (13 states plus Washington DC, about 65 million people): wholesale power prices by node, electricity generation by fuel type, and the seven-day demand forecast.

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

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.