omdena-egypt-freshwater
AI Techniques to Reduce the Wasting of Freshwater
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- README.md
- all_collected_data_with_nan.csv
- final data, cleaning, correlation, test imputation, impect of climate change on freshwater cycle-checkpoint.ipynb
- final_data_without_imputation.csv
- Data imputed with linear regression
- final_df_with_linear_reg_missing_val_pred.csv
- Prediction of missing values with linear regression-checkpoint.ipynb
- final data imputation.ipynb
- Imputed_using_mice
- Imputation_v2.ipynb
- Imputation.ipynb
- README.md
- Aquastast_new.csv
- Cleaned_AQUASTAT.csv
- README.md
- co2_data.csv
- methane_data.csv
- nitrous_data.csv
- README.md
- weather_df.csv
- cereal_crops_production.csv
- cereal_crops_yield.csv
- cereal_yield_data.csv
- harvested_area_of_cereal_crops.csv
- README.md
- agricultural_land_df.csv
- arable_land_data.csv
- land_area_equipped_for_irrigation.csv
- Land_Use_modified.csv
- LandCover.csv
- README.md
- merged_datasets_part1.csv
- merged_multiple datasets.csv
- merged_UNSD_.csv
- mergeing_multiple_datasets_together.ipynb
- README.md
- WDI Cleaned With Multiple Features.csv
- Clean Water Produced & Consumed by use, Egypt, 2007-2013 in different goverments.csv
- Crop_per_month_egypt_2010.xlsx
- dam_data_Egypt.csv
- improved-water-sources-egypt-mics-2013-14-sheet1.csv
- infonile-_-story-data-domestic-water-egypt final version2.csv
- Irrigation usage in different areas in Egypt.xlsx
- README.md
- water-per-tonne-food.csv
- water-requirement-per-kilocalorie.csv
- water-requirement-protein.csv
- WaterSavingInIrrigatedAgricultureInEgypt_complete.xlsx
- watersavinginirrigatedagricultureinegypt_complete_6.2-6.7.xlsx
- populaion_data_from_1960.csv
- populationbyyear.csv
- Egypt-Climatic Water Deficit-Annual.png
- Egypt-Potential Evapotranspiration-Annual.png
- Egypt-WaPOR Actual EvapoTranspiration and Interception (Africa)-Annual.png
- Egypt-WaPOR Gross Water Productivity (Africa)-Annual.png
- Egypt-WaPOR Net Primary Production (Africa)-Annual.png
- Egypt-WaPOR Reference Evapotranspiration (Africa)-Annual.png
- Screenshot 2021-08-24 at 08.58.57.png
- Screenshot 2021-08-24 at 08.59.13.png
- WDI Visuaization bar plot.png
- WDI visualization.png
- Clean Water Produced & Consumed by use, 6th of October Governorate, 2007-2013 Cleaned.csv
- Clean Water Produced & Consumed by use, Alex, 2007-2013 Cleaned.csv
- Clean Water Produced & Consumed by use, Asyout, 2007-2013 Cleaned.csv
- Clean Water Produced & Consumed by use, Cairo, 2007-2013 Cleaned.csv
- Clean Water Produced & Consumed by use, Dakahlia, 2007-2013 Cleaned.csv
- Clean Water Produced & Consumed by use, Fayoum, 2007-2013 Cleaned.csv
- Clean Water Produced & Consumed by use, Menia, 2007-2013 Cleaned.csv
- Clean Water Produced & Consumed by use, Port-said, 2007-2013 Cleaned.csv
- Clean Water Produced & Consumed by use, Suhag, 2007-2013 Cleaned.csv
- Clean Water Produced & Consumed by use, Egypt, 2007-2013 Cleaned.csv
- README.md
- egypt_wapor_by_year.csv
- Fresh water renewable resource detailed Cleaned.csv
- freshwater_withdrawals_data.csv
- merged_UNSD_.csv
- merged_water_dataset_part2.csv
- Nile annual mean flow.csv
- Population supplied by water supply industry Cleaned.csv
- README.md
- Renewable internal freshwater resources per capita WDI Cleaned.csv
- surface_water_.csv
- Water Extraction_cleaned.csv
- Water Extractors_cleaned.csv
- Water Usage_cleaned.csv
- water_dataset_part_1.csv
- README.md
- WDI Cleaned With Multiple Features.csv
- README.md
- FAOSTAT_Annual population.csv
- FAOSTAT_Burning - Crop Residues.csv
- FAOSTAT_Crop Residues.csv
- FAOSTAT_Crops and livestock products.csv
- FAOSTAT_Emissions intensities.csv
- FAOSTAT_Emissions shares.csv
- FAOSTAT_Emissions Totals.csv
- FAOSTAT_Food Balance 2014.csv
- FAOSTAT_Land Cover.csv
- FAOSTAT_Land Use.csv
- FAOSTAT_Producer Prices.csv
- FAOSTAT_Production Indices.csv
- FAOSTAT_Suite of Food Security Indicators.csv
- FAOSTAT_Supply Utilization Accounts.csv
- FAOSTAT_Temperature change.csv
- FAOSTAT_Value of Agricultural Production.csv
- animals_production.csv
- merged_datasets_part1.csv
- merged_UNSD_index_false.csv
- egypt-wapor-stats.csv
- FAOSTAT_Temperature change.csv
- Water Extraction.xlsx
- Water Extractors.xlsx
- Water Usage.csv
- Fresh water renewable resource.csv
- Population supplied by water supply industry.csv
- _إنتاج المياه العادمة ومعالجتها _____________________________________ - Sheet1.csv
- _استخراج المياه العذبة واستخدامها____________________________________ - Sheet1.csv
- _صناعة إمدادات المياه_ - Sheet1.csv
- Egypt_Water20_Final (3).xls
- موارد المياه العذبة المتجددة - Sheet1.csv
- file_1.csv
- file_2.csv
- file_3.csv
- file_4.csv
- merging Files UNSD.ipynb
- UNSD.ipynb
- BlueWGeoMean_Watershed_monthly.xlsx
- watershed_WF_crops.xlsx
- WS_ctry.zip
- ObservationData_mruyoyc.csv
- ObservationData_rctxwig.csv
- ObservationData_PerGoverment.zip
- ObservationData_Total.zip
- Egypt-Climatic Water Deficit-Annual.csv
- Egypt-Potential Evapotranspiration-Annual.csv
- Egypt-Surface Water transitions (JRC)-undefined.csv
- Egypt-WaPOR Gross Water Productivity (Africa)-Annual.csv
- Egypt-WaPOR Net Primary Production (Africa)-Annual.csv
- Egypt-WaPOR Reference Evapotranspiration (Africa)-Annual.csv
- agricultural-land-irrigation.csv
- agricultural-water-as-a-share-of-total-water-withdrawals.csv
- agricultural-water-withdrawals-vs-gdp-per-capita.csv
- agricultural-water-withdrawals.csv
- freshwater-withdrawals-as-a-share-of-internal-resources.csv
- industrial-water-as-a-share-of-total-water-withdrawals.csv
- industrial-water-withdrawal.csv
- internal-renewable-freshwater-resources-by-region.csv
- municipal-water-as-a-share-of-total-water-withdrawals.csv
- municipal-water-withdrawal.csv
- water-per-tonne-food.csv
- water-requirement-per-kilocalorie.csv
- water-requirement-protein.csv
- Data2.csv
- JMP-WASH-2021-data-by-country.xlsx
- JMP_2020_WinHCF_EGY_Egypt.xlsx
- JMP_2020_WinS_EGY_Egypt.xlsx
- JMP_2021_EGY_Egypt.xlsx
- JMP_2021_INEQUALITIES_EGY_Egypt.xlsm
- Liu-et-al-2012-WPL2000.xls
- Population connected to wate water treatment.gz
- Report47-Appendix-II.xlsx
- Report47-Appendix-III.zip
- Report48-Appendix-V.zip
- Report50-Appendix-I.xls
- Report50-Appendix-II&III.xls
- Report50-Appendix-IV&V.xls
- Report50-Appendix-VIII&IX.xls
- SDG_6_4_1_WATER_USE_EFFICIENCY__13May2021_.xlsx
- SDG_6_4_2_WATER_STRESS__13May2021_.xlsx
- SURFACE_WATER_25082021132520893.csv
- Sustainable Development Goal indicators website Water values.csv
- washdash-download Health Care facilities.csv
- washdash-download-Household.csv
- washdash-download-School.csv
- WF-industrial-products.xls
- ~$SDG_6_4_2_WATER_STRESS__13May2021_.xlsx
- agriculture-and-rural-development_egy.csv
- aquastat.csv
- AQUASTAT2.csv
- climate-change_egy.csv
- Crop_per_month_egypt_2010.xlsx
- environment_egy.csv
- freshwater_withdrawals.csv
- improved-water-sources-egypt-mics-2013-14-sheet1.csv
- infonile-_-story-data-domestic-water-egypt final version2.csv
- Irrigation usage in different areas in Egypt.xlsx
- modified_freshwater_withdrawals.csv
- Nile annual mean flow.csv
- WaterSavingInIrrigatedAgricultureInEgypt_complete.xlsx
- README.md
- README.md
- README.md
- README.md
- README.md
- Analysis on water_dataset_part_1.ipynb
- AnalyzeWaterConsumptionInEgyptOnAquastatDataset_notebook.ipynb
- Auqastat.ipynb
- cereal_crops_production.ipynb
- cereal_crops_yield.ipynb
- cereal_yield_data.ipynb
- Clean Water Produced & Consumed by use, Egypt, 2007-2013 in different goverments EDA.html
- Clean Water Produced & Consumed by use, Egypt, 2007-2013 in different goverments EDA.ipynb
- climate.ipynb
- Domestic Water Part 2.ipynb
- Domestic_Water.ipynb
- Domestic_Water_Version2.ipynb
- Freshwater withdrawals ,weather and population. data cleaning and EDA .ipynb
- freshwater_withdrawals.ipynb
- harvested_area_of_cereal_crops.ipynb
- infonile story data domestic water egypt.ipynb
- infonile-_-story-data-domestic-water-egypt.csv
- Irrigation usage in different areas in Egypt.ipynb
- Irrigation usage in different areas in Egypt.py
- NACE_R2_data_visualized.ipynb
- rain_temp_&_wapor.ipynb
- Rain_Visualization.ipynb
- README.md
- Statistics_and_visualization_of_Egypt_rain.ipynb
- Visualization_Fresh_water.ipynb
- Water savings in irrigated agriculture in Egypt.ipynb
- Water Sources.ipynb
- README.md
- .gitignore
- LICENSE
- README.md
- Untitled.ipynb
- WaterSavingInIrrigatedAgricultureInEgypt_complete.xlsx
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