M1-Survey-Engine/tools/statistics/analyse/duration_per_mission.py
2024-01-24 16:14:15 +01:00

45 lines
1.2 KiB
Python

import matplotlib.pyplot as plt
import numpy as np
from tools.statistics import extract
def analyse(datas: list[dict]):
durations: dict[str] = {
"mission-language": 0,
"mission-price": 0,
"mission-community-hub": 0,
"mission-game-page": 0,
"mission-game-dlc": 0,
"mission-actuality-new": 0,
"mission-profile": 0,
"mission-game-discussion": 0,
"mission-gift-card": 0,
"mission-workshop": 0,
}
# NOTE : séparé avant / après grosse mise à jour pour carte cadeau ?
# NOTE : marqué en rouge la durée d'abandon ?
for data in datas:
for survey in data["surveys"].keys():
# only scan survey mission
if not survey.startswith("mission-"):
continue
durations[survey] += extract.mission_duration.extract(data, survey)
x = list(durations.keys())
y = np.array(list(durations.values())) / len(datas)
# prepare plotting
figure: plt.Figure = plt.figure()
axes = figure.add_subplot(1, 1, 1)
axes.set_title("Temps moyen passé par test")
# bar chart
axes.bar(x, y)
axes.set_xticks(x)
axes.set_xticklabels(x, rotation=45)
plt.show(block=True)