[英]How do I plot pie chart graph with pandas data
我目前已经成功绘制了我的饼图,并且使用了这个相对较小的数据框。
但是,当我尝试绘制我的 Pandas 饼图时,它看起来非常好,直到我意识到我的索引已包含在内(请参阅右上角和左下角的数字 0 和 1) 。
有没有办法删除索引? 目前,我非常怀疑问题出在我重置和删除旧索引的部分。
这是我的代码:
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
# import the csv file
dataname = 'Datasets\\tax-and-penalty-arising-from-audits-by-tax-type.csv'
data = pd.read_csv(dataname)
df = pd.DataFrame(data)
# drop the no_of_cases column since we will not be using it
df2 = df.drop(['tax_and_penalty_arising'],axis=1)
# merge the values: individual income tax and corporate income tax together under tax type together as they can be seen to be seperated in some years eg 2011
dictionary = {'Corporate Income Tax':'Individual and Corporate Income Tax','Individual Income Tax':'Individual and Corporate Income Tax'}
df3 = df2.groupby(['financial_year',df2['tax_type'].replace(dictionary)]).sum().reset_index()
# get only the data from the latest financial_year(2018)
df4 = df3[(df3.financial_year == (2018))]
df4 = df4.reset_index(drop=True)
# # drop the column financial_year as we will not be using it
df4 = df4.drop(['financial_year'],axis=1)
# # print the dataframe
print(df4)
# plot out the pie chart
# df4 = df4.drop("index",axis=1)
ax = df4.plot.pie(y='no_of_cases',figsize=(10,10))
ax.legend(labels='tax_type')
plt.pie(df4['no_of_cases'],labels=df4['tax_type'],shadow=False,startangle=90, autopct="%1.1f%%")
plt.show()
从定义您的df4
:
df4 = pd.DataFrame({"tax_type":["GST", "Individual and Corporate Income Tax"],
"no_of_cases":[3145,7001]})
_, ax = plt.subplots(figsize = (10,10))
wedges,_,_ = ax.pie(df4['no_of_cases']
,labels=df4["tax_type"]
,shadow=False,startangle=90, autopct="%1.1f%%"
,textprops={'fontsize': 16})
ax.legend(wedges,df4["tax_type"], loc="upper center", prop={'size': 16});
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