Number of page views each day at freeCodeCamp.org forum
In this project we will analize the page views from FCC forums, we will visualize the data by year and month using Matplotlib and Seaborn packages. The idea is to detect the months with maximal number of views.
We perform a 'filtering out' of the days with page views above the top 2.5% of the dataset or bottom 2.5% of the dataset. This filtering out is done in order to avoid statistical errors in data.
The 'lineplot' of the 'page views vs date' of the filtered data is:
We modify the DataFrame including two new columns by 'Year' and 'Month':
Now we can plot the 'Page Views' by Months and Years
Now, to see wich is the month with more views, we can create a box plot, with the accumulative values along all the years.
October and February are the months with more accumulative views along all the data.