Python |使用XlsxWriter模块在excel表格中绘制雷达图

先决条件: 创建并写入excel文件

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XlsxWriter 是一个Python库,使用它可以对excel文件执行多种操作,如创建、编写、算术运算和绘制图形。让我们看看如何使用实时数据绘制不同类型的雷达图。 图表由至少一系列的一个或多个数据点组成。系列本身由单元格范围的引用组成。 为了在excel表格上绘制图表,首先,创建特定图表类型的图表对象(即雷达、带标记的雷达、填充雷达图表等)。创建图表对象后,在其中插入数据,最后将该图表对象添加到图纸对象中。

代码#1 :绘制简单的雷达图。

要在excel工作表上绘制简单的雷达图,请使用add_chart()方法,并键入工作簿对象的“Radar”关键字参数。

# import xlsxwriter module
import xlsxwriter
# Workbook() takes one, non-optional, argument
# which is the filename that we want to create.
workbook = xlsxwriter.Workbook( 'chart_radar1.xlsx' )
# The workbook object is then used to add new
# worksheet via the add_worksheet() method.
worksheet = workbook.add_worksheet()
# Create a new Format object to formats cells
# in worksheets using add_format() method .
# here we create bold format object .
bold = workbook.add_format({ 'bold' : 1 })
# create a data list .
headings = [ 'Number' , 'Batch 1' , 'Batch 2' ]
data = [
[ 2 , 3 , 4 , 5 , 6 , 7 ],
[ 80 , 80 , 100 , 60 , 50 , 100 ],
[ 60 , 50 , 60 , 20 , 10 , 20 ],
]
# Write a row of data starting from 'A1'
# with bold format .
worksheet.write_row( 'A1' , headings, bold)
# Write a column of data starting from
worksheet.write_column( 'A2' , data[ 0 ])
worksheet.write_column( 'B2' , data[ 1 ])
worksheet.write_column( 'C2' , data[ 2 ])
# Create a chart object that can be added
# to a worksheet using add_chart() method.
# here we create a radar chart object .
chart1 = workbook.add_chart({ 'type' : 'radar' })
# Add a data series to a chart
# using add_series method.
# Configure the first series.
# = Sheet1 !$A$1 is equivalent to ['Sheet1', 0, 0].
chart1.add_series({
'name' : '= Sheet1 !$B$1' ,
'categories' : '= Sheet1 !$A$2:$A$7' ,
'values' : '= Sheet1 !$B$2:$B$7' ,
})
# Configure a second series.
# Note use of alternative syntax to define ranges.
# [sheetname, first_row, first_col, last_row, last_col].
chart1.add_series({
'name' :       [ 'Sheet1' , 0 , 2 ],
'categories' : [ 'Sheet1' , 1 , 0 , 6 , 0 ],
'values' :     [ 'Sheet1' , 1 , 2 , 6 , 2 ],
})
# Add a chart title
chart1.set_title ({ 'name' : 'Results of data analysis' })
# Add x-axis label
chart1.set_x_axis({ 'name' : 'Test number' })
# Add y-axis label
chart1.set_y_axis({ 'name' : 'Data length (mm)' })
# Set an Excel chart style.
chart1.set_style( 11 )
# add chart to the worksheet
# the top-left corner of a chart
# is anchored to cell E2 .
worksheet.insert_chart( 'E2' , chart1)
# Finally, close the Excel file
# via the close() method.
workbook.close()


输出: Output1 代码#2 :用记号笔绘制雷达图。

要在excel工作表上绘制带有标记的雷达图,请使用带有工作簿对象的“雷达”类型和“带有标记的子类型”关键字参数的add_chart()方法。

# import xlsxwriter module
import xlsxwriter
# Workbook() takes one, non-optional, argument
# which is the filename that we want to create.
workbook = xlsxwriter.Workbook( 'chart_radar2.xlsx' )
# The workbook object is then used to add new
# worksheet via the add_worksheet() method.
worksheet = workbook.add_worksheet()
# Create a new Format object to formats cells
# in worksheets using add_format() method .
# here we create bold format object .
bold = workbook.add_format({ 'bold' : 1 })
# create a data list .
headings = [ 'Number' , 'Batch 1' , 'Batch 2' ]
data = [
[ 2 , 3 , 4 , 5 , 6 , 7 ],
[ 80 , 80 , 100 , 60 , 50 , 100 ],
[ 60 , 50 , 60 , 20 , 10 , 20 ],
]
# Write a row of data starting from 'A1'
# with bold format .
worksheet.write_row( 'A1' , headings, bold)
# Write a column of data starting from
worksheet.write_column( 'A2' , data[ 0 ])
worksheet.write_column( 'B2' , data[ 1 ])
worksheet.write_column( 'C2' , data[ 2 ])
# Create a chart object that can be added
# to a worksheet using add_chart() method.
# here we create a radar chart with markers object .
chart1 = workbook.add_chart({ 'type' : 'radar' , 'subtype' : 'with_markers' })
# Add a data series to a chart
# using add_series method.
# Configure the first series.
# = Sheet1 !$A$1 is equivalent to ['Sheet1', 0, 0].
chart1.add_series({
'name' : '= Sheet1 !$B$1' ,
'categories' : '= Sheet1 !$A$2:$A$7' ,
'values' : '= Sheet1 !$B$2:$B$7' ,
})
# Configure a second series.
# Note use of alternative syntax to define ranges.
# [sheetname, first_row, first_col, last_row, last_col].
chart1.add_series({
'name' :       [ 'Sheet1' , 0 , 2 ],
'categories' : [ 'Sheet1' , 1 , 0 , 6 , 0 ],
'values' :     [ 'Sheet1' , 1 , 2 , 6 , 2 ],
})
# Add a chart title
chart1.set_title ({ 'name' : 'Results of data analysis' })
# Add x-axis label
chart1.set_x_axis({ 'name' : 'Test number' })
# Add y-axis label
chart1.set_y_axis({ 'name' : 'Data length (mm)' })
# Set an Excel chart style.
chart1.set_style( 11 )
# add chart to the worksheet
# the top-left corner of a chart
# is anchored to cell E2 .
worksheet.insert_chart( 'E2' , chart1)
# Finally, close the Excel file
# via the close() method.
workbook.close()


输出: Output2 代码#3 :绘制填充的雷达图。

要在excel工作表上绘制填充的雷达图,请使用add_chart()方法,并使用工作簿对象的“Radar”类型和子类型“Filled”关键字参数。

# import xlsxwriter module
import xlsxwriter
# Workbook() takes one, non-optional, argument
# which is the filename that we want to create.
workbook = xlsxwriter.Workbook( 'chart_radar3.xlsx' )
# The workbook object is then used to add new
# worksheet via the add_worksheet() method.
worksheet = workbook.add_worksheet()
# Create a new Format object to formats cells
# in worksheets using add_format() method .
# here we create bold format object .
bold = workbook.add_format({ 'bold' : 1 })
# create a data list .
headings = [ 'Number' , 'Batch 1' , 'Batch 2' ]
data = [
[ 2 , 3 , 4 , 5 , 6 , 7 ],
[ 80 , 80 , 100 , 60 , 50 , 100 ],
[ 60 , 50 , 60 , 20 , 10 , 20 ],
]
# Write a row of data starting from 'A1'
# with bold format .
worksheet.write_row( 'A1' , headings, bold)
# Write a column of data starting from
worksheet.write_column( 'A2' , data[ 0 ])
worksheet.write_column( 'B2' , data[ 1 ])
worksheet.write_column( 'C2' , data[ 2 ])
# Create a chart object that can be added
# to a worksheet using add_chart() method.
# here we create a filled radar chart object .
chart1 = workbook.add_chart({ 'type' : 'radar' , 'subtype' : 'filled' })
# Add a data series to a chart
# using add_series method.
# Configure the first series.
# = Sheet1 !$A$1 is equivalent to ['Sheet1', 0, 0].
chart1.add_series({
'name' : '= Sheet1 !$B$1' ,
'categories' : '= Sheet1 !$A$2:$A$7' ,
'values' : '= Sheet1 !$B$2:$B$7' ,
})
# Configure a second series.
# Note use of alternative syntax to define ranges.
# [sheetname, first_row, first_col, last_row, last_col].
chart1.add_series({
'name' :       [ 'Sheet1' , 0 , 2 ],
'categories' : [ 'Sheet1' , 1 , 0 , 6 , 0 ],
'values' :     [ 'Sheet1' , 1 , 2 , 6 , 2 ],
})
# Add a chart title
chart1.set_title ({ 'name' : 'Results of data analysis' })
# Add x-axis label
chart1.set_x_axis({ 'name' : 'Test number' })
# Add y-axis label
chart1.set_y_axis({ 'name' : 'Data length (mm)' })
# Set an Excel chart style.
chart1.set_style( 11 )
# add chart to the worksheet
# the top-left corner of a chart
# is anchored to cell E2 .
worksheet.insert_chart( 'E2' , chart1)
# Finally, close the Excel file
# via the close() method.
workbook.close()


输出: Output3

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