Geographic Information Systems Asked by mankojag on February 16, 2021
I am trying to create an animated map (by generating multiple plots) of road traffic throughout a week, where the thickness of roads is represented by the volume of traffic at a specific time of day.
This is sort of what I’m looking for (but for each hour of each day):
The data has a structure that looks like this:
HMGNS_LNK_ID geometry DOW Hour Normalised Value
2 MULTILINESTRING ((251... 1 0 0.233623
2 MULTILINESTRING ((251... 1 1 0.136391
2 MULTILINESTRING ((251... 1 2 0.108916
DOW
stands for ‘day of the week’ (1 = Monday) and so for every Hour of each of the 7 days I want to plot the map with roads’ thickness by the value Normalised Value.
I encounter a problem that when trying to loop with this code:
for dow in df['DOW']:
fig, ax = plt.subplots(1)
day_df = df[df['DOW']==dow]
for hour in day_df['Hour']:
day_hour_df = day_df[day_df['Hour']==hour]
day_hour_df.plot(ax=ax, linewidth=day_hour_df['Normalised Value'])
plt.savefig("day{}_hour{}.png".format(dow, hour), dpi = 200, facecolor='#333333')
The problem is that the figures are saved only for day 1, so until day1_hour_23
and after that, it comes back to day1_hour0
and overwrites the plot with something new. I can’t figure out why it stops at DOW
2.
I’m not even sure if the data structure is correct. I would greatly appreciate any help with that. Please find the full code in my GitHub repository.
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