Performing Analysis of Meteorological Data
Performing Analysis of Meteorological Data In this blog we are going to analyse the data from the Weather data-set of Finland, a country in the Northern Europe. You can find the data-set on Kaggle ( https://www.kaggle.com/muthuj7/weather-dataset ) .We are going to use the numpy, pandas and the matplotlib libraries of Python. Following is the Hypothesis of the Analysis : “Has the Apparent temperature and humidity compared monthly across 10 years of the data indicate an increase due to Global warming.” Let us start by importing the required libraries and our data-set: Libraries required for analysis Importing our data-set Here is a small preview of how our data-set looks: First 5 entries of our data-set Now we need to drop the unwanted data, convert the data in to our need and resample our data : Here is how the data looks after resampling: First 5 entries of resampled data-set Now let us plot our data in a line graph As we can see, both the peaks and the troughs are almost s...