如何在熊猫中新增组级汇总统计作为新栏目?
在本文中,我们将学习如何在数据框熊猫中添加组级摘要统计作为新列。这可以通过使用统计平均值、模式等概念来实现。这需要以下步骤:
- Select a data frame.
- Form statistical data from a column or group of columns.
- Store data as a series
- Add the series in the data frame as a column.
这里,我们取一个数据框,数据框由学生证、姓名、分数和成绩组成。让我们创建数据框
# importing packages
import pandas as pd
# dictionary of data
dct = {'ID': {0: 23, 1: 43, 2: 12,
3: 13, 4: 67, 5: 89,
6: 90, 7: 56, 8: 34},
'Name': {0: 'Ram', 1: 'Deep',
2: 'Yash', 3: 'Aman',
4: 'Arjun', 5: 'Aditya',
6: 'Divya', 7: 'Chalsea',
8: 'Akash'},
'Marks': {0: 89, 1: 97, 2: 45, 3: 78,
4: 56, 5: 76, 6: 100, 7: 87,
8: 81},
'Grade': {0: 'B', 1: 'A', 2: 'F', 3: 'C',
4: 'E', 5: 'C', 6: 'A', 7: 'B',
8: 'B'}
}
# create dataframe
df = pd.DataFrame(dct)
# view dataframe
df