Home Backend Development Python Tutorial How to read excel file in python

How to read excel file in python

Jun 29, 2019 pm 03:24 PM

How to read excel file in python

Python mainly uses the two libraries xlrd and xlwt to operate excel, that is, xlrd is a library for reading excel, and xlwt is a library for writing excel. The following records python reading excel.

Recommended manual:Python basic introductory tutorial

Python reading excel——xlrd

There are several troublesome problems in this process, such as reading dates and reading merged cell contents. Let’s take a look at the basic operations:

First read an excel file with two sheets. Use the second sheet for testing. The content of sheet2 is as follows:

How to read excel file in python

python's basic operations on excel are as follows:

# -*- coding: utf-8 -*-import xlrd
import xlwtfrom datetime import date,datetimedef read_excel():    # 打开文件
    workbook = xlrd.open_workbook(r'F:\demo.xlsx')    # 获取所有sheet
    print workbook.sheet_names() # [u'sheet1', u'sheet2']
    sheet2_name = workbook.sheet_names()[1]    # 根据sheet索引或者名称获取sheet内容
    sheet2 = workbook.sheet_by_index(1) # sheet索引从0开始
    sheet2 = workbook.sheet_by_name('sheet2')    # sheet的名称,行数,列数
    print sheet2.name,sheet2.nrows,sheet2.ncols    # 获取整行和整列的值(数组)
    rows = sheet2.row_values(3) # 获取第四行内容
    cols = sheet2.col_values(2) # 获取第三列内容
    print rows    print cols    # 获取单元格内容
    print sheet2.cell(1,0).value.encode('utf-8')    print sheet2.cell_value(1,0).encode('utf-8')    print sheet2.row(1)[0].value.encode('utf-8')    
    # 获取单元格内容的数据类型
    print sheet2.cell(1,0).ctypeif __name__ == '__main__':
    read_excel()
Copy after login

The running results are as follows:

How to read excel file in python

##Recommended related articles: 1.
How to read and write excel files in python Related video recommendations
:
1.
Little Turtle’s zero-based introduction to learning Python video tutorial

The above is the detailed content of How to read excel file in python. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

How to solve the permissions problem encountered when viewing Python version in Linux terminal? How to solve the permissions problem encountered when viewing Python version in Linux terminal? Apr 01, 2025 pm 05:09 PM

Solution to permission issues when viewing Python version in Linux terminal When you try to view Python version in Linux terminal, enter python...

How to efficiently copy the entire column of one DataFrame into another DataFrame with different structures in Python? How to efficiently copy the entire column of one DataFrame into another DataFrame with different structures in Python? Apr 01, 2025 pm 11:15 PM

When using Python's pandas library, how to copy whole columns between two DataFrames with different structures is a common problem. Suppose we have two Dats...

How to teach computer novice programming basics in project and problem-driven methods within 10 hours? How to teach computer novice programming basics in project and problem-driven methods within 10 hours? Apr 02, 2025 am 07:18 AM

How to teach computer novice programming basics within 10 hours? If you only have 10 hours to teach computer novice some programming knowledge, what would you choose to teach...

How to avoid being detected by the browser when using Fiddler Everywhere for man-in-the-middle reading? How to avoid being detected by the browser when using Fiddler Everywhere for man-in-the-middle reading? Apr 02, 2025 am 07:15 AM

How to avoid being detected when using FiddlerEverywhere for man-in-the-middle readings When you use FiddlerEverywhere...

What are regular expressions? What are regular expressions? Mar 20, 2025 pm 06:25 PM

Regular expressions are powerful tools for pattern matching and text manipulation in programming, enhancing efficiency in text processing across various applications.

How does Uvicorn continuously listen for HTTP requests without serving_forever()? How does Uvicorn continuously listen for HTTP requests without serving_forever()? Apr 01, 2025 pm 10:51 PM

How does Uvicorn continuously listen for HTTP requests? Uvicorn is a lightweight web server based on ASGI. One of its core functions is to listen for HTTP requests and proceed...

What are some popular Python libraries and their uses? What are some popular Python libraries and their uses? Mar 21, 2025 pm 06:46 PM

The article discusses popular Python libraries like NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, Django, Flask, and Requests, detailing their uses in scientific computing, data analysis, visualization, machine learning, web development, and H

How to dynamically create an object through a string and call its methods in Python? How to dynamically create an object through a string and call its methods in Python? Apr 01, 2025 pm 11:18 PM

In Python, how to dynamically create an object through a string and call its methods? This is a common programming requirement, especially if it needs to be configured or run...

See all articles