Data was gathered from a number of organisations, including the GSDA, Irrigation, Agriculture, Revenue, etc. To eliminate discrepancies and prepare the data for use on a GIS platform, the data was first gathered, then assembled, and confirmed. Data collecting takes place in enterprises on several levels. When transactions are conducted and data is entered, IT systems routinely collect information on customers, staff, sales, and other aspects of corporate operations. In order to acquire client input, businesses follow social media and conduct surveys. Then, using internal systems as well as external data sources as necessary, data scientists, other analysts, and business users gather pertinent data for analysis. Data preparation, which comprises obtaining data and getting it ready for use in business intelligence (BI) and analytics systems, begins with the latter activity. Data collecting is frequently a more specialised process for research in science, health, higher education, and other professions. Researchers devise and put into place measures to collect particular sets of data. In each