datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-synth-education-early-grade-reading-proficiency-all
Africa Synth Education Early Grade Reading Proficiency All | Africa (World Bank)
Size category: 10K<n<100K - Formats: csv - Sector: education - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Education datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-early-grade-reading-proficiency-all.houseplant-light-needs-and-indoor-lux-readings
Houseplant Light Needs and Indoor Lux Readings
Two files, both CC BY 4.0. Archived with a DOI on Zenodo: 10.5281/zenodo.22023337.
Note for loaders: both CSVs open with commented header lines (#) carrying the snapshot date, the licence and the band definitions. Skip them when reading.
Files
species-light-levels.csv — one row per houseplant species in the GrowSpot care library, with the light tier it belongs to. Columns: common_name, scientific_name… See the full description on the dataset page: https://huggingface.co/datasets/Growspot/houseplant-light-needs-and-indoor-lux-readings.right-reading-5bd6e9
right-reading-5bd6e9
Synthetic products test data: 39 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/EmberTrail299/right-reading-5bd6e9.random-iot-sensor-readings
Random IoT Sensor Readings
8,000 synthetic minute-level IoT sensor readings (temperature, humidity, pressure, status). Purely random, for testing.
Note: This is randomly generated synthetic data with no real-world meaning. Generated for testing and demonstration purposes.
Edgar-Cayce_Readingsall-restaurants-in-reading-metro-pennsylvania-us-574362
All Restaurants in Reading (Metro), Pennsylvania, US
Free sample dataset from BeamStation
This dataset provides a complete metro export of every restaurant operating in Reading, Pennsylvania, United States. It contains 536 records, each representing a distinct establishment within the city limits. The data is refreshed on a weekly basis, ensuring that users have access to the most current information available. Columns include all available profiles such as name, address, cuisine… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-reading-metro-pennsylvania-us-574362.jpm_summer_reading_list_2012-2024
J.P. Morgan Summer Reading List Dataset 2012-2024 Dataset
A dataset of books recommended in the J.P. Morgan Summer Reading List. The dataset includes information on various titles, authors, genres, ratings, and more, all curated from the official J.P. Morgan Summer Reading List recommendations. For more information, visit JPMorgan Summer Reading List.
How the Data is Compiled
All information in this dataset has been collected from public sources, including official… See the full description on the dataset page: https://huggingface.co/datasets/RummageLabs/jpm_summer_reading_list_2012-2024.viet-robot-sensor-readings
viet-robot-sensor-readings
A small synthetic dataset of basic sensor readings for a home robot.
Columns:
id: row id
ir_distance_cm: infrared distance reading in centimeters
bump_left: 1 if left bump sensor is active, else 0
bump_right: 1 if right bump sensor is active, else 0
cliff_detected: 1 if a cliff/edge is detected, else 0
floor_dirty: 1 if dirt sensor detects dirt, else 0
label: simple label (clear_path, obstacle_close, at_edge, dirty_floor)
Manually authored for demos.… See the full description on the dataset page: https://huggingface.co/datasets/hoangs/viet-robot-sensor-readings.all-restaurants-in-reading-pennsylvania-us-802013
All Restaurants in Reading, Pennsylvania, US
Free sample dataset from BeamStation
This dataset contains a complete export of every restaurant operating in Reading, Pennsylvania, United States. It includes 482 records, each representing a distinct establishment with all available profile columns such as name, address, cuisine type, contact information, and any other attributes provided by the source. The data is refreshed on a weekly basis to reflect openings, closures, and updates… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-reading-pennsylvania-us-802013.grouped_by_reading_ability_evolutionliteracy-readingone-day-of-ai-reading
One day of AI crawler reading (24 hours ending 2026-09-24 16:50 UTC)
Reads of company pages on the Engagemii index (scored profile pages for 60 million companies) by AI crawler, logged server-side and checked against each operator's published IP ranges. Full report with method: https://engagemii.com/research/one-day-of-ai-reading
Total for the day: 5,716,614 reads. Meta 3.4M, Claude 1.5M, GPTBot 555K, Applebot 179K. The AI engines out-read Bingbot 191 to 1. Applebot has read… See the full description on the dataset page: https://huggingface.co/datasets/Engagemii/one-day-of-ai-reading.