我有很多数据要分析，我想每月在哪里拆分。我设法为每个数据集获取了一个 pdf，但我想每月对其进行分组。现在我必须每月拆分 csv 数据，这不是很有效。首先，我对收集到的数据制作了一个子图，我想在其中查看每天每小时的时间戳数量。那是第一个for-function。
第二个for-function是创建一个pdf，在这里我使用按小时分组的数据进行分组。我想我很接近，但无法达到我想要的结果的步骤。
我所拥有的：数据集中每天都有图的子图。我需要什么：一个每天有图的子图，每个月一页。我想要什么？：在此之后，我想查看一天中哪些天的值高于 15，隔离这些天并将它们放在一个带有多行的图中。
现在我正在尝试每月制作一个子图，它会为每个月制作一个 pdf。子图的问题是，当我有超过 30 天时，这些图变得不可读。每个月最好比较一下。
我试图将 groupby(pd.grouper(freq= 'M') 放在两个地方，但它不起作用。我让它进来看看我在哪里尝试过。也许是一个错误的位置？
对于数据集：由于字符的限制，我不得不删除很多时间戳。实际上，2 个月内有超过 10k 个时间戳。
提前致谢。
要使用的数据集：
from matplotlib.backends.backend_pdf import PdfPages
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
import os
def plot_to_pdf(dfplot, pdf_name):
fig, axs = plt.subplots(dfplot.ngroups, figsize=(20,30))
# instantiate PdfPage Object
pp = PdfPages(pdf_name)
for i, groupdate in enumerate(dfplot.groups):
ax=axs[i]
#the marker is not really necessary but has been added in case there is just one entry per day
ax.plot(dfplot.get_group(groupdate).Hour, dfplot.get_group(groupdate).Count, color="blue", marker="o")
ax.plot([0,24], [15, 15], color='red', linestyle='-')
ax.set_title(str(groupdate))
ax.set_xlim(0, 24)
ax.set_ylim(0, maxcount * 1.1)
ax.xaxis.set_ticks(np.arange(0, 25, 2))
plt.tight_layout()
pp.savefig(fig)
pp.close()
plt.show()
dfplot.ngroups.groupby(pd.Grouper(freq='M'))
#Group your datasets in a single folder
#Can then create a list of all dataset names
filenames = os.listdir("Data/")
# Iterate over a list of datasets
for file_name in filenames:
#read your data and create datetime index
df= pd.read_csv('Data/%s' % file_name, sep=";")
df.index = pd.to_datetime(df["Date"]+df["Time"].str[:-5], format="%Y:%m:%d %H:%M:%S")
df = df.groupby(pd.Grouper(freq='M'))
Date;Time
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