I have filtered out the coordinates that belong to Telangana and performed K Means clustering on the longitude, latitude coordinates

Data Filtering: Extract the entries corresponding to home state from the dataset. Data Visualization: Utilize the longitude and latitude data to plot the geographical locations of these pincodes on a map. Clustering Analysis: Implement the k-means clustering algorithm from scratch. Apply this algorithm to the longitude and latitude data of filtered pincodes to identify distinct clusters within the state.