In Fire Watch project I analysed data about fire department interventions in my region (Opole Voivodeship, Poland), gathered by Fire Watch algorithm (created for the purpose of this project). Based on this data I was able to determine where are the highest risk areas and how do they correspond to the fire station locations. I also managed to find the optimal locations for fire stations, considering distance to the analysed events.

Topics explored in this project:

• data scraping from html sites
• gathering geolocations through api tool
• converting response to json format and extracting data
• machine learning basics - exploring K-means algorithm possibilities
• geolocation data analysis and interpretation

Libraries and tools:

• sklearn
• BeautifulSoup
• pandas
• numpy
• matplotlib
• request
• time
• json
• statistics
• math
• AdjustText