Analyze scorecards data and create a histogram

create-scorecards-histogram.py

import matplotlib.pyplot as plt
import pandas as pd

df = pd.read_csv("csv/FILENAE.csv")

# create plot
fig, ax = plt.subplots(figsize=(6,4)) # size of sub-figures

n, _, _ = plt.hist(df.score, bins=[i/4 for i in range(0, 40)])

ax.bar(x=list(range(0, 1, 10)), height=n)
ax.set_title("Security Practice Scores for X Foundation GitHub Projects")

# set y axis range for each subplot
ax.set_ylim([0, 100]) # Will need to change depending on actual data
ax.set_xlim([1, 10])

fig.tight_layout()

plt.show()