Performing Analysis of Meteorological Data

“Has the Apparent temperature and humidity compared monthly across 10 years of the data indicate an increase due to Global warming.”

Prerequisites

Implementation

Load the Dataset

Data Preparation

Here I used the shape, size, columns, dtypes, describe and info methods to extract the data about the dataset.

Data Cleaning

Data Formatting

Resampling the data

Here “MS” denotes: Month starting We are displaying the average apparent temperature and humidity using mean() function.

Plotting the variation in Apparent Temperature and Humidity with time

Data Analysis

This monthly analysis has to be done for all 12 months over the 10 year period.

Data Visualization

Conclusion

“Has the Apparent temperature and humidity compared monthly across 10 years of the data indicate an increase due to Global warming.”

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