API Access

Access dataset files directly from scripts, code, or AI agents.

Browse dataset files

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/

├ LDPE/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/LDPE/README.md

├ LDPE/data/LDPE.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/LDPE/data/LDPE.csv

├ LDPE/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/LDPE/datapackage.json

├ LDPE/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/LDPE/scripts/process.py

├ README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/README.md

├ aeration-rate/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/aeration-rate/README.md

├ aeration-rate/data/aeration-rate.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/aeration-rate/data/aeration-rate.csv

├ aeration-rate/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/aeration-rate/datapackage.json

├ aeration-rate/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/aeration-rate/scripts/process.py

├ ammonia-concentration/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/ammonia-concentration/README.md

├ ammonia-concentration/data/ammonia-concentration.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/ammonia-concentration/data/ammonia-concentration.csv

├ ammonia-concentration/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/ammonia-concentration/datapackage.json

├ ammonia-concentration/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/ammonia-concentration/scripts/process.py

├ batch-yield-purity/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yield-purity/README.md

├ batch-yield-purity/data/batch-yield-purity.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yield-purity/data/batch-yield-purity.csv

├ batch-yield-purity/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yield-purity/datapackage.json

├ batch-yield-purity/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yield-purity/scripts/process.py

├ batch-yield-purity/scripts/process.py~

https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yield-purity/scripts/process.py~

├ batch-yields/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yields/README.md

├ batch-yields/data/batch-yields.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yields/data/batch-yields.csv

├ batch-yields/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yields/datapackage.json

├ batch-yields/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/batch-yields/scripts/process.py

├ bioreactor-yields/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/bioreactor-yields/README.md

├ bioreactor-yields/data/bioreactor-yields.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/bioreactor-yields/data/bioreactor-yields.csv

├ bioreactor-yields/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/bioreactor-yields/datapackage.json

├ bioreactor-yields/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/bioreactor-yields/scripts/process.py

├ blender-efficiency/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/blender-efficiency/README.md

├ blender-efficiency/data/blender-efficiency.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/blender-efficiency/data/blender-efficiency.csv

├ blender-efficiency/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/blender-efficiency/datapackage.json

├ blender-efficiency/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/blender-efficiency/scripts/process.py

├ brittleness-index/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/brittleness-index/README.md

├ brittleness-index/data/brittleness-index.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/brittleness-index/data/brittleness-index.csv

├ brittleness-index/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/brittleness-index/datapackage.json

├ brittleness-index/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/brittleness-index/scripts/process.py

├ certificates-of-analysis/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/certificates-of-analysis/README.md

├ certificates-of-analysis/data/certificates-of-analysis.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/certificates-of-analysis/data/certificates-of-analysis.csv

├ certificates-of-analysis/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/certificates-of-analysis/datapackage.json

├ certificates-of-analysis/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/certificates-of-analysis/scripts/process.py

├ cheddar-cheese/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/cheddar-cheese/README.md

├ cheddar-cheese/data/cheddar-cheese.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/cheddar-cheese/data/cheddar-cheese.csv

├ cheddar-cheese/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/cheddar-cheese/datapackage.json

├ cheddar-cheese/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/cheddar-cheese/scripts/process.py

├ class-grades/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/class-grades/README.md

├ class-grades/data/class-grades.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/class-grades/data/class-grades.csv

├ class-grades/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/class-grades/datapackage.json

├ class-grades/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/class-grades/scripts/process.py

├ datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/datapackage.json

├ distillate-flowrate/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/distillate-flowrate/README.md

├ distillate-flowrate/data/distillate-flowrate.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/distillate-flowrate/data/distillate-flowrate.csv

├ distillate-flowrate/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/distillate-flowrate/datapackage.json

├ distillate-flowrate/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/distillate-flowrate/scripts/process.py

├ distillation-tower/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/distillation-tower/README.md

├ distillation-tower/data/distillation-tower.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/distillation-tower/data/distillation-tower.csv

├ distillation-tower/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/distillation-tower/datapackage.json

├ distillation-tower/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/distillation-tower/scripts/process.py

├ electricity-usage/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/electricity-usage/README.md

├ electricity-usage/data/electricity-usage.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/electricity-usage/data/electricity-usage.csv

├ electricity-usage/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/electricity-usage/datapackage.json

├ electricity-usage/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/electricity-usage/scripts/process.py

├ film-thickness/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/film-thickness/README.md

├ film-thickness/data/film-thickness.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/film-thickness/data/film-thickness.csv

├ film-thickness/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/film-thickness/datapackage.json

├ film-thickness/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/film-thickness/scripts/process.py

├ flotation-cell/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/flotation-cell/README.md

├ flotation-cell/data/flotation-cell.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/flotation-cell/data/flotation-cell.csv

├ flotation-cell/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/flotation-cell/datapackage.json

├ flotation-cell/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/flotation-cell/scripts/process.py

├ food-consumption/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/food-consumption/README.md

├ food-consumption/data/food-consumption.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/food-consumption/data/food-consumption.csv

├ food-consumption/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/food-consumption/datapackage.json

├ food-consumption/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/food-consumption/scripts/process.py

├ food-texture/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/food-texture/README.md

├ food-texture/data/food-texture.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/food-texture/data/food-texture.csv

├ food-texture/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/food-texture/datapackage.json

├ food-texture/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/food-texture/scripts/process.py

├ gas-furnace/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/gas-furnace/README.md

├ gas-furnace/data/gas-furnace.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/gas-furnace/data/gas-furnace.csv

├ gas-furnace/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/gas-furnace/datapackage.json

├ gas-furnace/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/gas-furnace/scripts/process.py

├ kamyr-digester/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/kamyr-digester/README.md

├ kamyr-digester/data/kamyr-digester.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/kamyr-digester/data/kamyr-digester.csv

├ kamyr-digester/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/kamyr-digester/datapackage.json

├ kamyr-digester/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/kamyr-digester/scripts/process.py

├ kappa-number/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/kappa-number/README.md

├ kappa-number/data/kappa-number.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/kappa-number/data/kappa-number.csv

├ kappa-number/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/kappa-number/datapackage.json

├ kappa-number/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/kappa-number/scripts/process.py

├ oil-company-doe/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/oil-company-doe/README.md

├ oil-company-doe/data/oil-company-doe.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/oil-company-doe/data/oil-company-doe.csv

├ oil-company-doe/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/oil-company-doe/datapackage.json

├ oil-company-doe/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/oil-company-doe/scripts/process.py

├ paper-basis-weight/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/paper-basis-weight/README.md

├ paper-basis-weight/data/paper-basis-weight.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/paper-basis-weight/data/paper-basis-weight.csv

├ paper-basis-weight/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/paper-basis-weight/datapackage.json

├ paper-basis-weight/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/paper-basis-weight/scripts/process.py

├ peas/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/peas/README.md

├ peas/data/peas.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/peas/data/peas.csv

├ peas/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/peas/datapackage.json

├ peas/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/peas/scripts/process.py

├ raw-material-height/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-height/README.md

├ raw-material-height/data/raw-material-height.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-height/data/raw-material-height.csv

├ raw-material-height/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-height/datapackage.json

├ raw-material-height/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-height/scripts/process.py

├ raw-material-outcome/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-outcome/README.md

├ raw-material-outcome/data/raw-material-outcome.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-outcome/data/raw-material-outcome.csv

├ raw-material-outcome/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-outcome/datapackage.json

├ raw-material-outcome/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-outcome/scripts/process.py

├ raw-material-properties/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-properties/README.md

├ raw-material-properties/data/raw-material-properties.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-properties/data/raw-material-properties.csv

├ raw-material-properties/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-properties/datapackage.json

├ raw-material-properties/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/raw-material-properties/scripts/process.py

├ room-temperatures/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/room-temperatures/README.md

├ room-temperatures/data/room-temperatures.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/room-temperatures/data/room-temperatures.csv

├ room-temperatures/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/room-temperatures/datapackage.json

├ room-temperatures/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/room-temperatures/scripts/process.py

├ rubber-colour/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/rubber-colour/README.md

├ rubber-colour/data/rubber-colour.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/rubber-colour/data/rubber-colour.csv

├ rubber-colour/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/rubber-colour/datapackage.json

├ rubber-colour/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/rubber-colour/scripts/process.py

├ sawdust/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/sawdust/README.md

├ sawdust/data/sawdust.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/sawdust/data/sawdust.csv

├ sawdust/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/sawdust/datapackage.json

├ sawdust/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/sawdust/scripts/process.py

├ silicon-wafer-thickness/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/silicon-wafer-thickness/README.md

├ silicon-wafer-thickness/data/Silicon wafer thickness.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/silicon-wafer-thickness/data/Silicon wafer thickness.csv

├ silicon-wafer-thickness/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/silicon-wafer-thickness/datapackage.json

├ silicon-wafer-thickness/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/silicon-wafer-thickness/scripts/process.py

├ six-point-board-thickness/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/six-point-board-thickness/README.md

├ six-point-board-thickness/data/six-point-board-thickness.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/six-point-board-thickness/data/six-point-board-thickness.csv

├ six-point-board-thickness/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/six-point-board-thickness/datapackage.json

├ six-point-board-thickness/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/six-point-board-thickness/scripts/process.py

├ solvents/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/solvents/README.md

├ solvents/data/solvents.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/solvents/data/solvents.csv

├ solvents/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/solvents/datapackage.json

├ solvents/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/solvents/scripts/process.py

├ systematic-method/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/systematic-method/README.md

├ systematic-method/data/systematic-method.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/systematic-method/data/systematic-method.csv

├ systematic-method/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/systematic-method/datapackage.json

├ systematic-method/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/systematic-method/scripts/process.py

├ tablet-spectral/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/tablet-spectral/README.md

├ tablet-spectral/data/tablet-spectral.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/tablet-spectral/data/tablet-spectral.csv

├ tablet-spectral/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/tablet-spectral/datapackage.json

├ tablet-spectral/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/tablet-spectral/scripts/process.py

├ travel-times/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/travel-times/README.md

├ travel-times/data/travel-times.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/travel-times/data/travel-times.csv

├ travel-times/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/travel-times/datapackage.json

├ travel-times/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/travel-times/scripts/process.py

├ unlimited-time-test-2/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-2/README.md

├ unlimited-time-test-2/data/unlimited-time-test-2.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-2/data/unlimited-time-test-2.csv

├ unlimited-time-test-2/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-2/datapackage.json

├ unlimited-time-test-2/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-2/scripts/process.py

├ unlimited-time-test-3/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-3/README.md

├ unlimited-time-test-3/data/unlimited-time-test-3.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-3/data/unlimited-time-test-3.csv

├ unlimited-time-test-3/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-3/datapackage.json

├ unlimited-time-test-3/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test-3/scripts/process.py

├ unlimited-time-test/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test/README.md

├ unlimited-time-test/data/unlimited-time-test.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test/data/unlimited-time-test.csv

├ unlimited-time-test/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test/datapackage.json

├ unlimited-time-test/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/unlimited-time-test/scripts/process.py

├ website-traffic/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/website-traffic/README.md

├ website-traffic/data/website-traffic.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/website-traffic/data/website-traffic.csv

├ website-traffic/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/website-traffic/datapackage.json

├ website-traffic/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/website-traffic/scripts/process.py

├ wine-doe/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/wine-doe/README.md

├ wine-doe/data/wine-doe.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/wine-doe/data/wine-doe.csv

├ wine-doe/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/wine-doe/datapackage.json

├ wine-doe/scripts/process.py

https://datahub.io/core/datapackage-factory-openMV/_r/-/wine-doe/scripts/process.py

├ wood-fibres/README.md

https://datahub.io/core/datapackage-factory-openMV/_r/-/wood-fibres/README.md

├ wood-fibres/data/wood-fibres.csv

https://datahub.io/core/datapackage-factory-openMV/_r/-/wood-fibres/data/wood-fibres.csv

├ wood-fibres/datapackage.json

https://datahub.io/core/datapackage-factory-openMV/_r/-/wood-fibres/datapackage.json

└ wood-fibres/scripts/process.py

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 Previews

batch-yields

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Data Files

File	Description	Size	Last modified	Download
batch-yields				batch-yields

Files	Size	Format	Created	Updated	License	Source
1	0 B	csv		9 days ago		Batch yields

Description

The historical percentage yields from a batch reactor for 300 sequential batches.

Dataset

Conditions were changed after the sequential 300 batches to try improve the yield by running 10 new batches, and these yields were recorded: [83.5,78.9,82.7,93.2,86.3,74.7,81.6,92.4,83.6,72.4]

These values are not included in the downloadable dataset. The 300 yield values may be used to create a historical reference set of typical variation, allowing one to compare whether the 10 new batches actually led to a significant improvement.

Preparation

Python version: 3.6

Preparation was carried out keeping in view the utilization and reuzibility of datapackage.json and code respectively. For this purpose couple of script files (process.py and wrapper.py) were included in scripts folder. wrapper.py has the abstract class with generic methods to download raw files and appending data to CSVs. process.py has the concrete class, implementing the setData() method.

License

Please follow this for License information