Pandas 具有多索引的数据帧 excel
Pandas dataframe with multindex to excel
我正在尝试获取此
但我得到了这个:
即使没有内容,我也会得到一个垂直的多重索引。这是我正在做的事情的 MWE
from pandas import DataFrame, MultiIndex, ExcelWriter, Series
import numpy.random as rd
FILENAME = 'SampleFile.xlsx'
writer = ExcelWriter(FILENAME, engine='xlsxwriter')
multindex_headers = [['A', 'B', 'C', 'D'],
['A1', 'B2','C3', 'D4']]
index = MultiIndex.from_tuples( list(zip(*multindex_headers)), names=['l1','l2'])
sampleDF = DataFrame(index=index)
sample_info = [rd.randn(4).tolist()]*5
for sample_data in sample_info:
sampleDF = sampleDF.append(DataFrame(sample_data, index=index))
sampleDF.to_excel(writer, sheet_name='case')
writer.save()
编辑:
我已经使用 transpose() 实现了一个解决方法,但我想知道是否有解决此问题的正式方法:
from pandas import DataFrame, MultiIndex, ExcelWriter, Series
import numpy.random as rd
FILENAME = 'SampleFile.xlsx'
writer = ExcelWriter(FILENAME, engine='xlsxwriter')
multindex_headers = [['A', 'B', 'C', 'D'],
['A1', 'B2','C3', 'D4']]
index = MultiIndex.from_tuples( list(zip(*multindex_headers)))
sampleDF = DataFrame(index=index)
sampleDF = sampleDF.transpose()
sample_info = [rd.randn(4).tolist()]*5
for sample_data in sample_info:
sampleDF = sampleDF.append(DataFrame(sample_data, index=index).transpose())
#sampleDF.to_csv('samplecsv.csv')
sampleDF.to_excel(writer, sheet_name='case')
writer.save()
from pandas import DataFrame, MultiIndex, ExcelWriter, Series
import numpy.random as rd
FILENAME = 'SampleFile.xlsx'
writer = ExcelWriter(FILENAME, engine='xlsxwriter')
multindex_headers = [['A', 'B', 'C', 'D'],
['A1', 'B2','C3', 'D4']]
index = MultiIndex.from_tuples( list(zip(*multindex_headers)))
sampleDF = DataFrame(index=index)
sampleDF = sampleDF.transpose()
sample_info = [rd.randn(4).tolist()]*5
for sample_data in sample_info:
sampleDF = sampleDF.append(DataFrame(sample_data, index=index).transpose())
#sampleDF.to_csv('samplecsv.csv')
sampleDF.to_excel(writer, sheet_name='case')
writer.save()
摘自我的编辑
我正在尝试获取此
但我得到了这个:
即使没有内容,我也会得到一个垂直的多重索引。这是我正在做的事情的 MWE
from pandas import DataFrame, MultiIndex, ExcelWriter, Series
import numpy.random as rd
FILENAME = 'SampleFile.xlsx'
writer = ExcelWriter(FILENAME, engine='xlsxwriter')
multindex_headers = [['A', 'B', 'C', 'D'],
['A1', 'B2','C3', 'D4']]
index = MultiIndex.from_tuples( list(zip(*multindex_headers)), names=['l1','l2'])
sampleDF = DataFrame(index=index)
sample_info = [rd.randn(4).tolist()]*5
for sample_data in sample_info:
sampleDF = sampleDF.append(DataFrame(sample_data, index=index))
sampleDF.to_excel(writer, sheet_name='case')
writer.save()
编辑:
我已经使用 transpose() 实现了一个解决方法,但我想知道是否有解决此问题的正式方法:
from pandas import DataFrame, MultiIndex, ExcelWriter, Series
import numpy.random as rd
FILENAME = 'SampleFile.xlsx'
writer = ExcelWriter(FILENAME, engine='xlsxwriter')
multindex_headers = [['A', 'B', 'C', 'D'],
['A1', 'B2','C3', 'D4']]
index = MultiIndex.from_tuples( list(zip(*multindex_headers)))
sampleDF = DataFrame(index=index)
sampleDF = sampleDF.transpose()
sample_info = [rd.randn(4).tolist()]*5
for sample_data in sample_info:
sampleDF = sampleDF.append(DataFrame(sample_data, index=index).transpose())
#sampleDF.to_csv('samplecsv.csv')
sampleDF.to_excel(writer, sheet_name='case')
writer.save()
from pandas import DataFrame, MultiIndex, ExcelWriter, Series
import numpy.random as rd
FILENAME = 'SampleFile.xlsx'
writer = ExcelWriter(FILENAME, engine='xlsxwriter')
multindex_headers = [['A', 'B', 'C', 'D'],
['A1', 'B2','C3', 'D4']]
index = MultiIndex.from_tuples( list(zip(*multindex_headers)))
sampleDF = DataFrame(index=index)
sampleDF = sampleDF.transpose()
sample_info = [rd.randn(4).tolist()]*5
for sample_data in sample_info:
sampleDF = sampleDF.append(DataFrame(sample_data, index=index).transpose())
#sampleDF.to_csv('samplecsv.csv')
sampleDF.to_excel(writer, sheet_name='case')
writer.save()
摘自我的编辑