tl-thanh / python-city_weather

This repository contains the Python codes to find the weather data and pattern for at least 500 unique cities.

CITY WEATHER

This repository contains the Python codes to find the weather data for at least 500 unique cities, to determine whether there are similarities for cities as they get closer to the equator. These cities are generated randomly. The data is then visually presented on a scatter plot.

Analysis:

• Temperature vs. Latitude: There is a strong correlation of temperatures and the city's latitude. As it gets closer to the equator, it seems like generally the temperature rises accordingly.
• Humidity % vs. Latitude: Doesn't seem like there is a correlation.
• Cloudiness(%) vs. Latitude: No correlation.
• Wind Speed (mph) vs. Latitude: No correlation.

NOTE: The current weather data is based on one specific day. To have a better representation, we probably need to pull data from a range of dates / months / years.

Python Codes:

API calls

Openweathermapy.core

Pandas

Numpy

Random

OS

Time

Requests

CityPy

Matplotlib

Seaborn

Scatter Plots

Dataframe