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教你用Python自動讀取數(shù)據(jù)生成圖表,產(chǎn)生的效益很可觀

 豆寶有蟲吃 2019-06-22

厭煩了每次都要在Excel里拖動數(shù)據(jù)來生成圖形吧,,這篇文章里,,教你用Python自動讀取Excel數(shù)據(jù)生成圖表,然后Python 使用XlsxWriter模塊在Excel工作表中繪制帶有數(shù)據(jù)表的柱形圖,。試想下,,以后只要有excel,就可以自動在excel里生成圖表,,如果有成千上萬個excel,,那這一切都自動化了,那產(chǎn)生的效益是很客觀的,。

Python機器人自動給Excel繪制帶有數(shù)據(jù)表的圖形

XlsxWriter是一個Python庫,,使用它可以對excel文件執(zhí)行多個操作,如創(chuàng)建,,編寫,,算術(shù)運算和繪制圖形。

讓我們看看如何使用實時數(shù)據(jù)繪制帶有數(shù)據(jù)表的圖表,。

圖表由至少一個系列的一個或多個數(shù)據(jù)點組成,。要在Excel工作表上繪制圖表,首先,,創(chuàng)建特定圖表類型的圖表對象(即柱形圖等),。創(chuàng)建圖表對象后,在其中插入數(shù)據(jù),,最后,,在圖表對象中添加該圖表對象。

代碼#1:使用默認數(shù)據(jù)表繪制柱形圖,。要在Excel工作表上繪制此類圖表,,請使用set_table()圖表對象的方法。

# import xlsxwriter module

import xlsxwriter

# Workbook() takes one, non-optional, argument

# which is the filename that we want to create.

workbook = xlsxwriter.Workbook('Ex_chart2.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 italic format object

bold = workbook.add_format({'italic': 1})

# Add the worksheet data that the charts will refer to.

Data1 = ['Subject', 'Mid Term Score', 'End Term Score']

Data2 = [['Math', 'Physics', 'Biology', 'Hindi', 'English', 'Singing'],

[95, 78, 80, 80, 60, 65],

[90, 67, 78, 70, 63, 60]]

# Write a row of data starting from 'A1'

# with bold format .

worksheet.write_row('A1', Data1, bold)

# Write a column of data starting from

# 'A2', 'B2', 'C2' respectively .

worksheet.write_column('A2', Data2[0])

worksheet.write_column('B2', Data2[1])

worksheet.write_column('C2', Data2[2])

# set the wdith of B and C column

worksheet.set_column('B:C', 15)

# Create a chart object that can be added

# to a worksheet using add_chart() method.

# here we create a column chart object .

chart1 = workbook.add_chart({'type': 'column'})

# Add a data series to a chart

# using add_series method.

# Configure the first series.

# = Sheet1 !$A$1 is equivalent to ['Sheet1', 0, 0].

# note : spaces is not inserted in b/w

# = and Sheet1, Sheet1 and !

# if space is inserted it throws warning.

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': 'Exam Score distribution'})

# Add x-axis label

chart1.set_x_axis({'name': 'Subjects'})

# Add y-axis label

chart1.set_y_axis({'name': 'Marks'})

# set the style of the chart.

chart1.set_style(14)

# set the plot area layout of chart

chart1.set_plotarea({

'layout': {

'x': 0.15,

'y': 0.09,

'width': 0.63,

'height': 0.40, } })

# Set a data table on the X-Axis

# with the legend keys shown.

chart1.set_table()

# add chart to the worksheet with given

# offset values at the top-left corner of

# a chart is anchored to cell D2 .

worksheet.insert_chart('D2', chart1,

{'x_offset': 20, 'y_offset': 5})

# Finally, close the Excel file

# via the close() method.

workbook.close()

輸出:

代碼#2:繪制帶有圖例的默認數(shù)據(jù)表的柱形圖,。要在Excel工作表上繪制此類圖表,請使用set_table()帶有'show_keys'圖表對象的關(guān)鍵字參數(shù)的方法,。

# import xlsxwriter module

import xlsxwriter

# Workbook() takes one, non-optional, argument

# which is the filename that we want to create.

workbook = xlsxwriter.Workbook('Ex_chart1.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 italic format object

bold = workbook.add_format({'italic': 1})

# Add the worksheet data that the charts will refer to.

Data1 = ['Subject', 'Mid Term Score', 'End Term Score']

Data2 = [ ['Math', 'Physics', 'Biology', 'Hindi', 'English', 'Singing'],

[95, 78, 80, 80, 60, 65],

[90, 67, 78, 70, 63, 60] ]

# Write a row of data starting from 'A1'

# with bold format .

worksheet.write_row('A1', Data1, bold)

# Write a column of data starting from

# 'A2', 'B2', 'C2' respectively .

worksheet.write_column('A2', Data2[0])

worksheet.write_column('B2', Data2[1])

worksheet.write_column('C2', Data2[2])

# set the wdith of B and C column

worksheet.set_column('B:C', 15)

# Create a chart object that can be added

# to a worksheet using add_chart() method.

# here we create a column chart object .

chart2 = workbook.add_chart({'type': 'column'})

# Add a data series to a chart

# using add_series method.

# Configure the first series.

# = Sheet1 !$A$1 is equivalent

# to ['Sheet1', 0, 0].

# note : spaces is not inserted in b / w

# = and Sheet1, Sheet1 and !

# if space is inserted it throws warning.

chart2.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].

chart2.add_series({

'name': ['Sheet1', 0, 2],

'categories': ['Sheet1', 1, 0, 6, 0],

'values': ['Sheet1', 1, 2, 6, 2], })

# Add a chart title

chart2.set_title({'name': 'Exam Score distribution'})

# Add x-axis label

chart2.set_x_axis({'name': 'Subjects'})

# Add y-axis label

chart2.set_y_axis({'name': 'Marks'})

# Set a data table on the X-Axis with the legend keys shown.

chart2.set_table({'show_keys': True})

# hide the chart legends.

chart2.set_legend({'position': 'none'})

# add chart to the worksheet with given

# offset values at the top-left corner of

# a chart is anchored to cell D2 .

worksheet.insert_chart('D2', chart2,

{'x_offset': 20, 'y_offset': 5})

# Finally, close the Excel file

# via the close() method.

workbook.close()

輸出:

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