Libextract: extract data from websites

Overview

Libextract: extract data from websites

https://travis-ci.org/datalib/libextract.svg?branch=master
    ___ __              __                  __
   / (_) /_  ___  _  __/ /__________ ______/ /_
  / / / __ \/ _ \| |/_/ __/ ___/ __ `/ ___/ __/
 / / / /_/ /  __/>   

Libextract is a statistics-enabled data extraction library that works on HTML and XML documents and written in Python. Originating from eatiht, the extraction algorithm works by making one simple assumption: data appear as collections of repetitive elements. You can read about the reasoning here.

Overview

libextract.api.extract(document, encoding='utf-8', count=5)
Given an html document, and optionally the encoding, return a list of nodes likely containing data (5 by default).

Installation

pip install libextract

Usage

Due to our simple definition of "data", we open up a single interfaceable method. Post-processing is up to you.

from requests import get
from libextract.api import extract

r = get('http://en.wikipedia.org/wiki/Information_extraction')
textnodes = list(extract(r.content))

Using lxml's built-in methods for post-processing:

>> print(textnodes[0].text_content())
Information extraction (IE) is the task of automatically extracting structured information...

The extraction algo is agnostic to article text as it is with tabular data:

height_data = get("http://en.wikipedia.org/wiki/Human_height")
tabs = list(extract(height_data.content))
>> [elem.text_content() for elem in tabs[0].iter('th')]
['Country/Region',
 'Average male height',
 'Average female height',
 ...]

Dependencies

lxml
statscounter

Disclaimer

This project is still in its infancy; and advice and suggestions as to what this library could and should be would be greatly appreciated

:)

A webdriver-based script for reserving Tsinghua badminton courts.

AutoReserve A webdriver-based script for reserving badminton courts. 使用说明 下载 chromedriver 选择当前Chrome对应版本 安装 selenium pip install selenium 更改场次、金额信息dat

Payne Zhang 4 Nov 09, 2021
crypto currency scraping

SCRYPTO What ? Crypto currencies scraping (At the moment, only bitcoin and ethereum crypto currencies are supported) How ? A python script is running

15 Sep 01, 2022
Web Scraping Instagram photos with Selenium by only using a hashtag.

Web-Scraping-Instagram This project is used to automatically obtain images by web scraping Instagram with Selenium in Python. The required input will

Sandro Agama 3 Nov 24, 2022
Web Scraping Framework

Grab Framework Documentation Installation $ pip install -U grab See details about installing Grab on different platforms here http://docs.grablib.

2.3k Jan 04, 2023
Introduction to WebScraping Workshop - Semcomp 24 Beta

Extrair informações da internet de forma automatizada. Existem diversas maneiras de fazer isso, nesse tutorial vamos ver algumas delas, por meio de bibliotecas de python.

Luísa Moura 19 Sep 11, 2022
A Simple Web Scraper made to Extract Download Links from Todaytvseries2.com

TDTV2-Direct Version 1.00.1 • A Simple Web Scraper made to Extract Download Links from Todaytvseries2.com :) How to Works?? install all dependancies v

Danushka-Madushan 1 Nov 28, 2021
PaperRobot: a paper crawler that can quickly download numerous papers, facilitating paper studying and management

PaperRobot PaperRobot 是一个论文抓取工具,可以快速批量下载大量论文,方便后期进行持续的论文管理与学习。 PaperRobot通过多个接口抓取论文,目前抓取成功率维持在90%以上。通过配置Config文件,可以抓取任意计算机领域相关会议的论文。 Installation Down

moxiaoxi 47 Nov 23, 2022
A Scrapper with python

Scrapper-en-python Scrapper des données signifie récuperer des données pour les traiter ou les analyser. En python, il y'a 2 grands moyens de scrapper

Lun4rIum 1 Dec 05, 2021
Python Web Scrapper Project

Web Scrapper Projeto desenvolvido em python, sobre tudo com Selenium, BeautifulSoup e Pandas é um web scrapper que puxa uma tabela com as principais e

Jordan Ítalo Amaral 2 Jan 04, 2022
A Python Covid-19 cases tracker that scrapes data off the web and presents the number of Cases, Recovered Cases, and Deaths that occurred because of the pandemic.

A Python Covid-19 cases tracker that scrapes data off the web and presents the number of Cases, Recovered Cases, and Deaths that occurred because of the pandemic.

Alex Papadopoulos 1 Nov 13, 2021
FilmMikirAPI - A simple rest-api which is used for scrapping on the Kincir website using the Python and Flask package

FilmMikirAPI - A simple rest-api which is used for scrapping on the Kincir website using the Python and Flask package

UserGhost411 1 Nov 17, 2022
A tool can scrape product in aliexpress: Title, Price, and URL Product.

Scrape-Product-Aliexpress A tool can scrape product in aliexpress: Title, Price, and URL Product. Usage: 1. Install Python 3.8 3.9 padahal halaman ins

Rahul Joshua Damanik 1 Dec 30, 2021
A Happy and lightweight Python Package that searches Google News RSS Feed and returns a usable JSON response and scrap complete article - No need to write scrappers for articles fetching anymore

GNews 🚩 A Happy and lightweight Python Package that searches Google News RSS Feed and returns a usable JSON response 🚩 As well as you can fetch full

Muhammad Abdullah 273 Dec 31, 2022
This script is intended to crawl license information of repositories through the GitHub API.

GithubLicenseCrawler This script is intended to crawl license information of repositories through the GitHub API. Taking a csv file with requirements.

schutera 4 Oct 25, 2022
Simple tool to scrape and download cross country ski timings and results from live.skidor.com

LiveSkidorDownload Simple tool to scrape and download cross country ski timings

0 Jan 07, 2022
Example of scraping a paginated API endpoint and dumping the data into a DB

Provider API Scraper Example Example of scraping a paginated API endpoint and dumping the data into a DB. Pre-requisits Python = 3.9 Pipenv Setup # i

Alex Skobelev 1 Oct 20, 2021
Crawler job that scrapes comments from social media posts and saves them in a S3 bucket.

Toxicity comments crawler Crawler job that scrapes comments from social media posts and saves them in a S3 bucket. Twitter Tweets and replies are scra

Douglas Trajano 2 Jan 24, 2022
Google Developer Profile Badge Scraper

Google Developer Profile Badge Scraper It is a Google Developer Profile Web Scraper which scrapes for specific badges in a user's Google Developer Pro

Hemant Sachdeva 2 Feb 22, 2022
河南工业大学 完美校园 自动校外打卡

HAUT-checkin 河南工业大学自动校外打卡 由于github actions存在明显延迟,建议直接使用腾讯云函数 特点 多人打卡 使用简单,仅需账号密码以及用于微信推送的uid 自动获取上一次打卡信息用于打卡 向所有成员微信单独推送打卡状态 完美校园服务器繁忙时造成打卡失败会自动重新打卡

36 Oct 27, 2022
A simple code to fetch comments below an Instagram post and save them to a csv file

fetch_comments A simple code to fetch comments below an Instagram post and save them to a csv file usage First you have to enter your username and pas

2 Jul 14, 2022