datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
kickstarter_2022-2021school-learning-modalities-2021-2022
School Learning Modalities, 2021-2022
Description
The 2021-2022 School Learning Modalities dataset provides weekly estimates of school learning modality (including in-person, remote, or hybrid learning) for U.S. K-12 public and independent charter school districts for the 2021-2022 school year and the Fall 2022 semester, from August 2021 – December 2022.
These data were modeled using multiple sources of input data (see below) to infer the most likely learning modality of… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/school-learning-modalities-2021-2022.btc-reasoning-traces-05_2021-05_2022-gemma4-31B
BTC Reasoning Traces: Gemma 4 31B (May 2021 - May 2022)
LLM reasoning traces for BTC/USD hourly trading decisions, generated by
nvidia/Gemma-4-31B-IT-NVFP4 running locally on a DGX Spark via vLLM.
Each row is one hourly trading decision with full chain-of-thought reasoning.
Generation
Field
Value
Teacher model
nvidia/Gemma-4-31B-IT-NVFP4 (30.7B params, NVFP4 quantized)
Inference engine
vLLM 0.19.1 on DGX Spark (128GB unified memory, GB10)
Temperature
0.6… See the full description on the dataset page: https://huggingface.co/datasets/Torch-Trade/btc-reasoning-traces-05_2021-05_2022-gemma4-31B.africa-uganda-recidivism-rate-by-offences-committed-in-fy2021-22-2022-23-2a4ca9d5
Recidivism Rate by Offences Committed in Fy2021 22 2022 23 | Africa (Uganda Bureau of Statistics)
27 rows - 1 Africa country/area - 2021-2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 27 rows from Uganda Bureau of Statistics, covering Recidivism Rate by Offences Committed in Fy2021 22 2022 23. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-recidivism-rate-by-offences-committed-in-fy2021-22-2022-23-2a4ca9d5.africa-uganda-qgdp-at-current-prices-q2-2021-2022-ea98ff3e
Qgdp At Current Prices Q2 2021 2022 | Africa (Uganda Bureau of Statistics)
292 rows - 1 Africa country/area - 2021-2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 292 rows from Uganda Bureau of Statistics, covering Qgdp At Current Prices Q2 2021 2022. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-qgdp-at-current-prices-q2-2021-2022-ea98ff3e.africa-uganda-rppi-composite-q4-2021-2022-79720bdc
Rppi Composite Q4 2021 2022 | Africa (Uganda Bureau of Statistics)
11 rows - 1 Africa country/area - 2021-2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 11 rows from Uganda Bureau of Statistics, covering Rppi Composite Q4 2021 2022. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Official… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-rppi-composite-q4-2021-2022-79720bdc.africa-zambia-crop-forecast-survey-2021-2022-30d64709
Crop Forecast Survey 2021 2022 | Africa (Zambia Statistics Agency)
3,939 rows - 1 Africa country/area - 2021-2024 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 3,939 rows from Zambia Statistics Agency, covering Crop Forecast Survey 2021 2022. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-zambia-crop-forecast-survey-2021-2022-30d64709.africa-uganda-qgdp-at-constant-prices-q2-2021-2022-e9073b42
Qgdp At Constant Prices Q2 2021 2022 | Africa (Uganda Bureau of Statistics)
416 rows - 1 Africa country/area - 2021-2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 416 rows from Uganda Bureau of Statistics, covering Qgdp At Constant Prices Q2 2021 2022. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-qgdp-at-constant-prices-q2-2021-2022-e9073b42.