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📜  Python|使用 XlsxWriter 模块在 Excel 工作表中绘制面积图

📅  最后修改于: 2022-05-13 01:55:11.978000             🧑  作者: Mango

Python|使用 XlsxWriter 模块在 Excel 工作表中绘制面积图

先决条件:在excel文件上创建和写入

XlsxWriter是一个Python库,使用它可以对 excel 文件执行多种操作,例如创建、写入、算术运算和绘图。让我们看看如何使用实时数据绘制不同的图表。

图表由至少一系列的一个或多个数据点组成。系列本身由对单元格范围的引用组成。
为了在 Excel 表上绘制图表,首先,创建特定图表类型的图表对象(即面积、堆积面积、堆积面积百分比 cjhart 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工作表对象中。

代码#1:绘制简单的面积图。

要在 Excel 工作表上绘制简单的面积图,请使用 add_chart() 方法和工作簿对象的类型 'area' 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_area.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 area chart object .
chart1 = workbook.add_chart({'type': 'area'})
  
# 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:
输出1代码#2:绘制堆积面积图。

要在 Excel 工作表上绘制堆积区域图表,请使用 add_chart() 方法,工作簿对象的类型为“area”和子类型“stacked”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_area2.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 stacked area chart object .
chart1 = workbook.add_chart({'type': 'area', 'subtype': 'stacked'})
  
# 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:
输出2代码#3:绘制百分比堆积面积图。

要在 Excel 工作表上绘制百分比堆积面积图表,请使用 add_chart() 方法,工作簿对象的类型为“area”和子类型“percent_stacked”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_area3.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 percent stacked area chart object .
chart1 = workbook.add_chart({'type': 'area', 'subtype': 'percent_stacked'})
  
# 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:
输出3