Plot & describe results of web framework energy efficiency results

framework_efficiency_plot.py

import matplotlib.pyplot as plt
import pandas as pd
import seaborn as sns

data: pd.DataFrame = pd.read_csv("results.csv")

sns.violinplot(data=data, x="Framework", y="Energy (J)", order=["ASP.NET Core", "Actix", "Express", "Django", "Laravel"], scale="width")
plt.savefig("vioplot.png")
data.groupby("Framework").describe()

# Get rid of Laravel; it clutters the plot.
data_without_lar = data[data["Framework"] != "Laravel"]
sns.violinplot(data=data_without_lar, x="Framework", y="Energy (J)", order=["ASP.NET Core", "Actix", "Express", "Django"], scale="width")
plt.savefig("without_lar.png")