datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Smart_Home_Energy_UsageSmart_Home_Energy_Usageabidhussai512_ai-tools-usage-and-trends-dataset-2026
🚀 AI Tools Usage & Trends Dataset (2026)
AI Tools Usage & Trends Dataset Mapping the Explosive Growth of Artificia
Dataset Info
Source: Kaggle
Original Size: 0.33 MB
Kaggle Downloads: 47
Files: 1
Files
AI_tools_dataset.csv
Mirrored from Kaggle
africa-synth-financial-inclusion-digital-payments-usage-africa-all
Africa Synth Financial Inclusion Digital Payments Usage Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: economics_finance - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-financial-inclusion-digital-payments-usage-africa-all.hospital-antibiotics-usage
Drug Resistance and antibiotics
Drug resistance to antibiotics is increasing around the world every day. Generations of antibiotics are dynamically changing in treatment.
In 2019, a group of medical students in Myanmar, Mandalay researched antibiotics usage in hospitals. The research won first prize at the University of Medicine, Mandalay 3rd MBBS research competition, 2019.
The dataset focuses on the retrospective study of the usage of antibiotics and diseases under the title of… See the full description on the dataset page: https://huggingface.co/datasets/jojo-ai-mst/hospital-antibiotics-usage.Smart_Home_Energy_Usagescaphandre_ram_usage
Scaphandre RAM Usage Dataset
Dataset Description
This dataset contains RAM usage monitoring data collected using Scaphandre for the ICOS Federated Learning infrastructure.
Overview
Source: Scaphandre energy monitoring tool
Collection Method: Live system monitoring (continuous fetching)
Purpose: Training data for ICOS FL
Update Frequency: Real-time collection with 3s intervals
Data Schema
Column
Type
Description
timestamp
float
Unix… See the full description on the dataset page: https://huggingface.co/datasets/ICOS-AI/scaphandre_ram_usage.humanoid-tool-usage-screwdriver-dataset-v1Dataset for screwdriver-based tool manipulation.
Description
Grip force, wrist angle, and torque signals mapped to tool usage actions.
Task Description
Helps humanoid robots perform precise tool operations such as aligning, inserting, and tightening screws.
energy-usage-datasetakashsharma0105_phone-usage-in-india
Phone Usage in India
Rising Phone Usage in India
Dataset Info
Source: Kaggle
Original Size: 0.43 MB
Kaggle Downloads: 4,818
Files: 1
Files
phone_usage_india.csv
Mirrored from Kaggle
SO-Python_QA-API_Usage-tanh_score
Stack Overflow Python Q&A Dataset
Description
Filtered Python Q&A with API_Usage subcategory without:
Images
Links
Blocks of code
Scores in Q1-Q3 scaled with MaxAbsScaler. Tanh function applyed to joint Scores.
Antibiotic_Usage_Trends
Antibiotic_Usage_Trends
tags: healthcare_system, prescription_patterns, time_series_analysis
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'Antibiotic_Usage_Trends' dataset contains records of antibiotic prescription patterns across various healthcare systems over a decade. It includes information on the types of antibiotics prescribed, frequency, and dosage, as well as associated patient outcomes. The dataset is ideal for… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/Antibiotic_Usage_Trends.scaphandre_cpu_usage
Scaphandre CPU Usage Dataset
Dataset Description
This dataset contains CPU usage monitoring data collected using Scaphandre for the ICOS Federated Learning infrastructure.
Overview
Source: Scaphandre energy monitoring tool
Collection Method: Live system monitoring (continuous fetching)
Purpose: Training data for ICOS FL
Update Frequency: Real-time collection with 3s intervals
Data Schema
Column
Type
Description
timestamp
float
Unix… See the full description on the dataset page: https://huggingface.co/datasets/ICOS-AI/scaphandre_cpu_usage.transparent_context_usage_trialviet-robot-energy-usage-log-v2
viet-robot-energy-usage-log
A small synthetic dataset with coarse energy usage estimates for different
robot activities.
Columns:
id: row id
activity: cleaning, mapping, idle_docked, patrolling, voice_only
duration_min: duration in minutes
energy_wh: estimated energy used in Wh
time_of_day: morning, afternoon, evening, night
note_en: short English context
Values are made up for demo purposes and not based on real hardware.
License
MIT
indian-household-water-usage
Indian Household Water Usage
Overview
This dataset contains tabular data on monthly household water consumption
and corresponding billing amounts across major Indian cities.
Data Description
Each row represents one household with the following fields:
household_id: Unique household identifier
city: City name
monthly_water_liters: Total water consumption per month (liters)
monthly_bill_inr: Monthly water bill amount (INR)
Use Cases
Utility… See the full description on the dataset page: https://huggingface.co/datasets/tor24/indian-household-water-usage.grpo-usageindian-household-gas-usage
Indian Household Gas Usage
Overview
This dataset contains tabular data on monthly household cooking gas
consumption and billing amounts across major Indian cities.
Data Description
Each row represents a household with the following columns:
household_id: Unique household identifier
city: City name
monthly_gas_units: Monthly gas usage units
monthly_bill_inr: Monthly gas bill amount in INR
Use Cases
Domestic energy consumption analysis
Household… See the full description on the dataset page: https://huggingface.co/datasets/tor24/indian-household-gas-usage.openshot-usageusageviet-robot-energy-usage-log
viet-robot-energy-usage-log
A small synthetic dataset of task-level energy usage for a home robot.
Columns:
id: row id
task_id: short identifier of the task
task_type: vacuum, mop, patrol, follow_user, idle
duration_min: task duration in minutes
distance_m: approximate distance traveled
battery_drop_pct: percentage of battery consumed during the task
room: main room where the task occurred
Manually authored for demos and prototyping.
License
MIT
viet-robot-appliance-usage
viet-robot-appliance-usage
A small dataset of basic appliance control scenarios for a home robot/assistant.
Columns:
id: row id
appliance: fan, ac, light, dehumidifier
room: room name
temp_c: temperature in Celsius
humidity_pct: humidity percentage
time_hour: hour of day (0-23)
desired_action: on, off, increase, decrease
note: short English explanation
Synthetic and for educational purposes only.
License
MIT
Elearning_Platform_Usageapi-usage