⇨ Part Three: Preliminary Plotting and Data Investigation

In this section I am experimenting with different configurations of the data with unsupervised clustering just to see what kinds of information might be gained. We already know there is a strong correlation to the phase of the moon and somewhat to the day of the week. So here I will be basically juggling data just to see if there is anything else at all I can find in the data, trends, and so forth, that will help as I move forward with the investigation.

%%capture
!pip install numpy

%%capture
!pip install pandas

import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np
from zipfile import ZipFile
from urllib.request import urlretrieve
import plotly.express as px