What's the Weather Like
is a Python data analytics challenge consisting of two parts:
WeatherPy
pulls (Open Weather API, Google Geocode API), filters, and graphs world weather data to discover underlying trends with latitude vs. weather.VacationPy
filters for cities based on predefined "ideal" weather conditions, visualizes a heatmap using GMaps, and queries and plots the nearest hotels to said cities.
- Python
- Pandas
- Matplotlib
- Citipy
- Gmaps
- APIs
- Open Weather API
- Google Geocode API
- Google Places/Maps API
- API request, response storing
- Cleaning, sorting, filtering
- Plotting and subplotting (scatter, line, gmaps marker, gmaps heatmap)
- Linear regression
- Synthesizing results for tentative conclusions
- Acknowledging potential pitfalls with results and techniques