bins_10 = pd.date_range('2008-02-0%s 00:00:00','2008-02-0%s 00:00:00'%(day,str(int(day)+1)),freq='10T')
时间: 2024-05-06 08:09:17 浏览: 32
As an AI language model, I do not have a specific concept of "null" as it is typically used in computer programming. However, "null" is generally used to represent a missing or undefined value in many programming languages.
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import matplotlib.pyplot as plt import numpy as np import pandas as pd df=pd.read_csv('C:/Users/LENOVO/Desktop/air_data.csv') # plt.rcParams['font.sans-serif']=['SimHei'] # print(df.describe()) dfnumby=df["FFP_DATE"] df1=dfnumby.dropna() plt.hist(df["FFP_DATE"],bins=np.arange(df["FFP_DATE"].min,df["FFP_DATE"].max,4),density=True) plt.title("各年份入会人数",fontsize=18) plt.xlabel("年份") plt.ylabel("入会人数")
这段代码导入了三个Python库:matplotlib.pyplot,numpy和pandas,并读取了一个名为air_data.csv的CSV文件。这个CSV文件的路径是C:/Users/LENOVO/Desktop/air_data.csv。读取后的数据被存在了一个名为df的pandas数据框中。
df_trips['Start date'] = pd.to_datetime(df_trips['Start date']) df_trips['End date'] = pd.to_datetime(df_trips['End date']) # 用户出行时长分布 df_trips['duration_min'] = df_trips['Total duration (Seconds)'] / 60 df_trips['duration_min'].hist(bins=100, range=[0, 60]) plt.figure(figsize=(10, 6)) sns.histplot(data=df_trips, x='duration_min', kde=False, color='skyblue') plt.title("Trip Duration Distribution") plt.xlabel("Duration (min)",fontsize=12) plt.ylabel("Count",fontsize=12) plt.show()将此代码的背景换为天蓝色
可以在绘制直方图时,指定`color`参数为`'skyblue'`,即可将直方图背景颜色换为天蓝色。修改后的代码如下:
```python
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
# 加载数据集
df_trips = pd.read_csv('trips.csv')
# 将起始时间和结束时间转换为datetime格式
df_trips['Start date'] = pd.to_datetime(df_trips['Start date'])
df_trips['End date'] = pd.to_datetime(df_trips['End date'])
# 计算出行时长(单位:分钟)
df_trips['duration_min'] = df_trips['Total duration (Seconds)'] / 60
# 绘制出行时长分布直方图
plt.figure(figsize=(10, 6))
sns.histplot(data=df_trips, x='duration_min', kde=False, color='skyblue')
plt.title("Trip Duration Distribution")
plt.xlabel("Duration (min)", fontsize=12)
plt.ylabel("Count", fontsize=12)
plt.show()
```
其中,`color='skyblue'`指定了直方图的颜色为天蓝色。
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