运行以下代码时:
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.dates as md
from itertools import product
Time = [f'2017-03-13 {H}:{M}:{S}' for H, M, S in list(product([('0' + str(x))[-2:] for x in range(0, 24)],
[('0' + str(x))[-2:] for x in range(0, 60)],
[('0' + str(x))[-2:] for x in range(0, 60)]))]
Speed = list(130*np.random.rand(len(Time)))
Kilometer = list(50*np.random.rand(len(Time)))
N130317 = pd.DataFrame({'Time':Time, 'Speed':Speed, 'Kilometer':Kilometer})
N130317['Time'] = pd.to_datetime(N130317['Time'], format = '%Y-%m-%d %H:%M:%S')
marker_size = 1 # sets size of dots
cm = plt.cm.get_cmap('plasma_r') #sets colour scheme
plt.scatter(N130317['Kilometer'], N130317['Time'], marker_size, c=N130317['Speed'], cmap=cm)
ax=plt.gca()
xfmt = md.DateFormatter('%H:%M')
ax.yaxis.set_major_formatter(xfmt)
plt.title("NDW 13-03-17")
plt.xlabel("Kilometer")
plt.ylabel("Time")
plt.colorbar().set_label("Speed", labelpad=+1) #Makes a legend
plt.show()
,
,
但我希望它看起来像这样(由另一个用户制作):
有人知道这个问题的原因吗?
Matplotlib: Automatically displaying time column as 2 hour ticks on y axis in scatterplot -前一个问题,我得到了答案。
在更新conda和所有软件包之前和之后都会发生相同的问题。
发布于 2020-06-11 12:58:28
请尝尝这个。用下面的代码替换您的代码。它给了我正确的热图。这是因为matplotlib格式化日期时间的方式。请参阅讨论here
import matplotlib.dates as mdates
fig, ax = plt.subplots()
marker_size = 1 # sets size of dots
cm = plt.cm.get_cmap('plasma_r') #sets colour scheme
ax.scatter(N130317['Kilometer'], mdates.datestr2num(N130317['Time'].astype('str')), marker_size, c=N130317['Speed'], cmap=cm)
ax=plt.gca()
xfmt = md.DateFormatter('%Y-%m-%d %H:%M:%S')
ax.yaxis.set_major_formatter(xfmt)
https://stackoverflow.com/questions/62324482
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