flood-data-ecosystem-Himachal-Pradesh

The repository contains codes to extract relevant datasets and the modelling approach used to calculate Risk Scores in Himachal Pradesh.

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Repository Structure

• Maps/: Contains geospatial data and map visualizations related to flood risk in Himachal Pradesh.
• Sources/: Includes raw data sources and scripts for data extraction pertinent to the project.
• requirements.txt: Lists the Python dependencies required to run the scripts in this repository.
• CITATION.cff: Provides citation information for referencing this repository in academic works.
• LICENSE: Details the licensing information for the repository.
• README.md: Offers an overview of the project, including its purpose and structure.

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Procurement Datasets

The repository includes scripts to extract and process various datasets essential for modeling flood risk in Himachal Pradesh. Below are some key datasets:

Flood Procurement Data

• Flood Tenders Data:

  • Contains procurement data related to flood activities in Himachal Pradesh for the financial years 2019 to 2024.

• Monthly Procurement Data:

  • Contains monthly procurement data for Himachal Pradesh from FY 2019 to 2024.

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Sources Directory Structure

data/

Other Procurement Data and Geotagged Files

• Variables Folder:
  • Includes processed datasets and supporting variables.
• Geotagged Files:
  • Datasets include geotagged procurement data at the sub-district, tehsil, and district levels:
    • floodtenders_SDgeotagged.csv
    • floodtenders_Tehsil-geotagged.csv
    • floodtenders_districtgeotagged.csv
  • Flood Tenders - All Combined

scripts/

• Contains scripts for data cleaning, transformation, and analysis to prepare the raw data for modeling and visualization.