Datasets — Gem Logic AI

🏀 NBA Causal Intelligence

NBA game, season, draft, and career data (1996-2023). Four entity types: TeamGame (team performance per game), TeamSeason (aggregated season stats), DraftPick…

SQL Sports NBA Multi-Entity Prescriptive

⚡ Australian Electricity Demand

Open dataset from Zenodo with half-hourly electricity demand (48 readings/day) across 5 Australian states — VIC, NSW, QLD, TAS, and SA. Aggregated to daily…

SQL Energy 5 States Half-Hourly

⚡ Australian Electricity Spikes

AEMO NEM half-hourly price and demand data for 4 Australian states (NSW, QLD, SA, VIC). Based on the Randal-Rojas et al. (2024) paper on price spike contagion…

Embedded Graph Energy Granger Causality Spillover VAR Model

🛢️ Natural Gas Price

Daily spot prices for three U.S. natural gas hubs (Henry Hub, SoCal Citygate, Chicago Citygate) from 2019–2022. Three causal pathways trace price anomalies…

SQL Energy Natural Gas Texas Freeze Weather

🕵️‍♂️ Credit Default Risk Intelligence

Kaggle Home Credit Default Risk dataset — 1,000 loan applications with bureau history, credit card balances, POS transactions, and installment payments. Traces…

SQL Credit Risk Loan Default Finance

✈️ Turbofan Forensic Intelligence

NASA N-CMAPSS turbofan run-to-failure dataset (9 engines, 1 000 flights, 2 fault modes). A 5-layer FOL inference pyramid traces thermal stress, harsh flight…

SQL Aviation NASA Sensor Data Prescriptive

🛡️ MIMIC-IV Lite

De-identified clinical data from MIMIC-IV Demo v2.2 (PhysioNet, 100 patients). Joins 7 hospital tables into 275 admission records. Three causal chains trace…

SQL Clinical ICU Sepsis Prescriptive

🩺 MIMIC-IV Extended

Extended MIMIC-IV analysis (100 patients, 15 tables). Builds on MIMIC4Lite adding chartevents (vitals), microbiology cultures, ICD procedures, ward transfers,…

SQL Clinical ICU Sepsis Extended Prescriptive

🏪 Olist Marketplace

Public dataset from the Brazilian Olist marketplace (Kaggle, 2016–2018). Joins ~96k orders across 8 relational tables — orders, items, sellers, customers,…

SQL E-Commerce Causal Paths 96k Orders

🔬 Bike Sharing Diagnostics

Public dataset from Capital Bikeshare, Washington D.C. (2011–2012). Covers 731 daily and 17,379 hourly records of registered vs. casual riders with weather,…

SQL Anomaly Detection Time Series Daily + Hourly

🛍️ Retail Store Sales Forensics

Public dataset from Kaggle’s Rossmann Store Sales competition (2013–2015). Combines daily sales and customer counts from 1,115 drugstores with static store…

SQL Retail Sales 1,115 Stores Z-Score