144 lines
3.5 KiB
Python
144 lines
3.5 KiB
Python
# %%
|
|
|
|
import googlemaps
|
|
|
|
from gmplot import GoogleMapPlotter
|
|
import json
|
|
import pandas as pd
|
|
import ast
|
|
import random
|
|
import itertools
|
|
import time
|
|
|
|
|
|
# %%
|
|
with open("data/previous_stats_road_distance.json", "r", encoding="utf-8") as f:
|
|
stats_previous_road = json.load(f)
|
|
stats_previous_road = {ast.literal_eval(k) if k != "overall" else k: v for k, v in stats_previous_road.items()}
|
|
|
|
with open("data/previous_stats_road_duration.json", "r", encoding="utf-8") as f:
|
|
stats_previous_duration = json.load(f)
|
|
stats_previous_duration = {ast.literal_eval(k) if k != "overall" else k: v for k, v in stats_previous_duration.items()}
|
|
|
|
with open("data/new_stats_road_distance.json", "r", encoding="utf-8") as f:
|
|
stats_new_road = json.load(f)
|
|
stats_new_road = {ast.literal_eval(k) if k != "overall" else k: v for k, v in stats_new_road.items()}
|
|
|
|
with open("data/new_stats_road_duration.json", "r", encoding="utf-8") as f:
|
|
stats_new_duration = json.load(f)
|
|
stats_new_duration = {ast.literal_eval(k) if k != "overall" else k: v for k, v in stats_new_duration.items()}
|
|
|
|
|
|
|
|
# %%
|
|
|
|
|
|
print(stats_previous_road['overall'])
|
|
print(stats_previous_duration['overall'])
|
|
print(stats_new_road['overall'])
|
|
print(stats_new_duration['overall'])
|
|
|
|
overall_stats = {
|
|
"previous": {
|
|
"road": stats_previous_road['overall'],
|
|
"duration": stats_previous_duration['overall']
|
|
},
|
|
"new": {
|
|
"road": stats_new_road['overall'],
|
|
"duration": stats_new_duration['overall']
|
|
}
|
|
}
|
|
|
|
# %%
|
|
|
|
import plotly.graph_objects as go
|
|
|
|
|
|
# %%
|
|
|
|
|
|
""" create bar plot for overall stats """
|
|
fig = go.Figure()
|
|
fig.add_trace(go.Bar(
|
|
x=["Distance", "Duration"],
|
|
y=[overall_stats["previous"]["road"]['total_distance'], overall_stats["previous"]["duration"]['total_distance']],
|
|
name="Previous",
|
|
marker_color='rgb(55, 83, 109)'
|
|
))
|
|
fig.add_trace(go.Bar(
|
|
x=["Distance", "Duration"],
|
|
y=[overall_stats["new"]["road"]['total_distance'], overall_stats["new"]["duration"]['total_distance']],
|
|
name="New",
|
|
marker_color='rgb(26, 118, 255)'
|
|
))
|
|
|
|
fig.update_layout(
|
|
title="Total Distances",
|
|
xaxis_title="",
|
|
yaxis_title="Distance in km / Time in m",
|
|
barmode='group'
|
|
)
|
|
|
|
fig.show()
|
|
|
|
# %%
|
|
|
|
|
|
""" create bar plot for overall stats """
|
|
fig = go.Figure()
|
|
fig.add_trace(go.Bar(
|
|
x=["Distance", "Duration"],
|
|
y=[overall_stats["previous"]["road"]['average_distance'], overall_stats["previous"]["duration"]['average_distance']],
|
|
name="Previous",
|
|
marker_color='rgb(55, 83, 109)'
|
|
))
|
|
fig.add_trace(go.Bar(
|
|
x=["Distance", "Duration"],
|
|
y=[overall_stats["new"]["road"]['average_distance'], overall_stats["new"]["duration"]['average_distance']],
|
|
name="New",
|
|
marker_color='rgb(26, 118, 255)'
|
|
))
|
|
|
|
fig.update_layout(
|
|
title="Average Distances per Team",
|
|
xaxis_title="",
|
|
yaxis_title="Distance in km / Time in m",
|
|
barmode='group'
|
|
)
|
|
|
|
fig.show()
|
|
|
|
|
|
# %%
|
|
|
|
|
|
""" create bar plot for overall stats """
|
|
fig = go.Figure()
|
|
fig.add_trace(go.Bar(
|
|
x=["Distance", "Duration"],
|
|
y=[overall_stats["previous"]["road"]['average_group_distance'], overall_stats["previous"]["duration"]['average_group_distance']],
|
|
name="Previous",
|
|
marker_color='rgb(55, 83, 109)'
|
|
))
|
|
fig.add_trace(go.Bar(
|
|
x=["Distance", "Duration"],
|
|
y=[overall_stats["new"]["road"]['average_group_distance'], overall_stats["new"]["duration"]['average_group_distance']],
|
|
name="New",
|
|
marker_color='rgb(26, 118, 255)'
|
|
))
|
|
|
|
fig.update_layout(
|
|
title="Average Distance per Group",
|
|
xaxis_title="",
|
|
yaxis_title="Distance in km / Time in m",
|
|
barmode='group'
|
|
)
|
|
|
|
fig.show()
|
|
|
|
|
|
|
|
|
|
|
|
# %%
|