【Python】多年数据分成不同sheet
需求：
excel文件中包含多年数据，其中一列列名为“年”，要保存一个新excel，将年数值不同的行保存在不同的sheet文件中，每个sheet文件第一行仍为原数据第一行，并且每个sheet名为对应的年的值。
拆分年份数据.py
import pandas as pd# Replace 'input_file.xlsx' and 'output_file.xlsx' with your actual file paths
input_file = 'input_file.xlsx'
output_file = 'output_file.xlsx'# Read the Excel file
df = pd.read_excel(input_file)# Print the column names
print("Column names:", df.columns)# Update the column name based on the actual column name in your Excel file
# For example, if the column name is 'Year', replace '年' with 'Year'
column_name = '年' # Update this to the actual column name
grouped = df.groupby(column_name)# Create a new Excel writer
with pd.ExcelWriter(output_file, engine='xlsxwriter') as writer:# Iterate over groups and save each group to a separate sheetfor group_name, group_df in grouped:# Create a new sheet with the group namegroup_df.to_excel(writer, sheet_name=str(group_name), index=False, header=True)# Get the worksheet and add a header rowworksheet = writer.sheets[str(group_name)]worksheet.write_string(0, 0, df.columns[0]) # assuming the first column is the header# Print a message
print(f"Data has been saved to {output_file}")