API Access
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API Access
Access dataset files directly from scripts, code, or AI agents.
Dataset Files
Each file has a stable URL (r-link) that you can use directly in scripts, apps, or AI agents. These URLs are permanent and safe to hardcode.
/core/datapackage-factory-openMV/
https://datahub.io/core/datapackage-factory-openMV/_r/-/LDPE/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/LDPE/data/LDPE.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/LDPE/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/LDPE/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/aeration-rate/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/aeration-rate/data/aeration-rate.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/aeration-rate/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/aeration-rate/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/ammonia-concentration/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/ammonia-concentration/data/ammonia-concentration.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/ammonia-concentration/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/ammonia-concentration/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yield-purity/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yield-purity/data/batch-yield-purity.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yield-purity/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yield-purity/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yield-purity/scripts/process.py~
https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yields/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yields/data/batch-yields.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yields/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yields/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/bioreactor-yields/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/bioreactor-yields/data/bioreactor-yields.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/bioreactor-yields/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/bioreactor-yields/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/blender-efficiency/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/blender-efficiency/data/blender-efficiency.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/blender-efficiency/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/blender-efficiency/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/brittleness-index/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/brittleness-index/data/brittleness-index.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/brittleness-index/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/brittleness-index/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/certificates-of-analysis/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/certificates-of-analysis/data/certificates-of-analysis.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/certificates-of-analysis/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/certificates-of-analysis/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/cheddar-cheese/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/cheddar-cheese/data/cheddar-cheese.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/cheddar-cheese/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/cheddar-cheese/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/class-grades/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/class-grades/data/class-grades.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/class-grades/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/class-grades/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/distillate-flowrate/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/distillate-flowrate/data/distillate-flowrate.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/distillate-flowrate/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/distillate-flowrate/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/distillation-tower/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/distillation-tower/data/distillation-tower.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/distillation-tower/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/distillation-tower/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/electricity-usage/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/electricity-usage/data/electricity-usage.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/electricity-usage/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/electricity-usage/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/film-thickness/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/film-thickness/data/film-thickness.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/film-thickness/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/film-thickness/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/flotation-cell/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/flotation-cell/data/flotation-cell.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/flotation-cell/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/flotation-cell/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/food-consumption/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/food-consumption/data/food-consumption.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/food-consumption/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/food-consumption/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/food-texture/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/food-texture/data/food-texture.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/food-texture/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/food-texture/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/gas-furnace/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/gas-furnace/data/gas-furnace.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/gas-furnace/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/gas-furnace/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/kamyr-digester/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/kamyr-digester/data/kamyr-digester.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/kamyr-digester/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/kamyr-digester/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/kappa-number/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/kappa-number/data/kappa-number.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/kappa-number/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/kappa-number/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/oil-company-doe/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/oil-company-doe/data/oil-company-doe.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/oil-company-doe/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/oil-company-doe/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/paper-basis-weight/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/paper-basis-weight/data/paper-basis-weight.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/paper-basis-weight/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/paper-basis-weight/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/peas/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/peas/data/peas.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/peas/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/peas/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-height/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-height/data/raw-material-height.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-height/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-height/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-outcome/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-outcome/data/raw-material-outcome.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-outcome/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-outcome/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-properties/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-properties/data/raw-material-properties.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-properties/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-properties/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/room-temperatures/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/room-temperatures/data/room-temperatures.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/room-temperatures/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/room-temperatures/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/rubber-colour/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/rubber-colour/data/rubber-colour.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/rubber-colour/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/rubber-colour/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/sawdust/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/sawdust/data/sawdust.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/sawdust/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/sawdust/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/silicon-wafer-thickness/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/silicon-wafer-thickness/data/Silicon wafer thickness.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/silicon-wafer-thickness/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/silicon-wafer-thickness/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/six-point-board-thickness/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/six-point-board-thickness/data/six-point-board-thickness.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/six-point-board-thickness/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/six-point-board-thickness/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/solvents/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/solvents/data/solvents.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/solvents/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/solvents/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/systematic-method/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/systematic-method/data/systematic-method.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/systematic-method/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/systematic-method/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/tablet-spectral/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/tablet-spectral/data/tablet-spectral.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/tablet-spectral/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/tablet-spectral/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/travel-times/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/travel-times/data/travel-times.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/travel-times/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/travel-times/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-2/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-2/data/unlimited-time-test-2.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-2/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-2/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-3/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-3/data/unlimited-time-test-3.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-3/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-3/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test/data/unlimited-time-test.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/website-traffic/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/website-traffic/data/website-traffic.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/website-traffic/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/website-traffic/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/wine-doe/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/wine-doe/data/wine-doe.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/wine-doe/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/wine-doe/scripts/process.py
https://datahub.io/core/datapackage-factory-openMV/_r/-/wood-fibres/README.md
https://datahub.io/core/datapackage-factory-openMV/_r/-/wood-fibres/data/wood-fibres.csv
https://datahub.io/core/datapackage-factory-openMV/_r/-/wood-fibres/datapackage.json
https://datahub.io/core/datapackage-factory-openMV/_r/-/wood-fibres/scripts/process.py
Key Files
Start with these files — they give you everything you need to understand and access the dataset.
LDPE/datapackage.json— metadata & schema
https://datahub.io/core/datapackage-factory-openMV/_r/-/LDPE/datapackage.json
LDPE/README.md— documentation
https://datahub.io/core/datapackage-factory-openMV/_r/-/LDPE/README.md
Typical Usage
- 1. Fetch LDPE/datapackage.json to inspect schema and resources
- 2. Download data resources listed in LDPE/datapackage.json
- 3. Read LDPE/README.md for full context
Data Files
Explore with AIclass-grades
Download
Download CSVAbout
- Total rows
- ...
- Format
- CSV
- Source
- Class grades
- License
- Creative Commons
About this dataset
Description
Grades from a Chemical Engineering course at McMaster University.
Dataset
The dataset consists of 6 columns:
Assignment: Average of assignments during the course.Tutorial: Average of tutorials during the course.TakeHome: Average of all questions on the take home exam.Midterm: Average of all questions on the midterm exam.Final: Average of all questions on the final exam.Prefix: the year in which the student first enrolls at the university and is a crude approximation of the student's age (maturity).
The dataset can be used to find if any of the column is a good predictor of the student's performance in the final exam.
Preparation
Python version: 3.6
License
Please follow this for License information