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

:)

Examine.com supplement research scraper!

ExamineScraper Examine.com supplement research scraper! Why I want to be able to search pages for a specific term. For example, I want to be able to s

Tyler 15 Dec 06, 2022
Python based Web Scraper which can discover javascript files and parse them for juicy information (API keys, IP's, Hidden Paths etc)

Python based Web Scraper which can discover javascript files and parse them for juicy information (API keys, IP's, Hidden Paths etc).

Amit 6 Aug 26, 2022
抖音批量下载用户所有无水印视频

Douyincrawler 抖音批量下载用户所有无水印视频 Run 安装python3, 安装依赖

28 Dec 08, 2022
Parsel lets you extract data from XML/HTML documents using XPath or CSS selectors

Parsel Parsel is a BSD-licensed Python library to extract and remove data from HTML and XML using XPath and CSS selectors, optionally combined with re

Scrapy project 859 Dec 29, 2022
Instagram_scrapper - This project allow you to scrape the list of followers, following or both from a public Instagram account, and create a csv or excel file easily.

Instagram_scrapper This project allow you to scrape the list of followers, following or both from a public Instagram account, and create a csv or exce

Lakhdar Belkharroubi 5 Oct 17, 2022
Get-web-images - A python code that get images from any site

image retrieval This is a python code to retrieve an image from the internet, a

CODE 1 Dec 30, 2021
Open Crawl Vietnamese Text

Open Crawl Vietnamese Text This repo contains crawled Vietnamese text from multiple sources. This list of a topic-centric public data sources in high

QAI Research 4 Jan 05, 2022
Web-scraping - Program that scrapes a website for a collection of quotes, picks one at random and displays it

web-scraping Program that scrapes a website for a collection of quotes, picks on

Manvir Mann 1 Jan 07, 2022
京东茅台抢购

截止 2021/2/1 日,该项目已无法使用! 京东:约满即止,仅限京东实名认证用户APP端抢购,2月1日10:00开始预约,2月1日12:00开始抢购(京东APP需升级至8.5.6版本及以上) 写在前面 本项目来自 huanghyw - jd_seckill,作者的项目地址我找不到了,找到了再贴上

abee 73 Dec 03, 2022
Dude is a very simple framework for writing web scrapers using Python decorators

Dude is a very simple framework for writing web scrapers using Python decorators. The design, inspired by Flask, was to easily build a web scraper in just a few lines of code. Dude has an easy-to-lea

Ronie Martinez 326 Dec 15, 2022
中国大学生在线 四史自动答题刷分(现仅支持英雄篇)

中国大学生在线 “四史”学习教育竞答 自动答题 刷分 (现仅支持英雄篇,已更新可用) 若对您有所帮助,记得点个Star 🌟 !!! 中国大学生在线 “四史”学习教育竞答 自动答题 刷分 (现仅支持英雄篇,已更新可用) 🥰 🥰 🥰 依赖 本项目依赖的第三方库: requests 在终端执行以下

XWhite 229 Dec 12, 2022
UdemyBot - A Simple Udemy Free Courses Scrapper

UdemyBot - A Simple Udemy Free Courses Scrapper

Gautam Kumar 112 Nov 12, 2022
This tool can be used to extract information from any website

WEB-INFO- This tool can be used to extract information from any website Install Termux and run the command --- $ apt-get update $ apt-get upgrade $ pk

1 Oct 24, 2021
A python tool to scrape NFT's off of OpenSea

Right Click Bot A script to download NFT PNG's from OpenSea. All the NFT's you could ever want, no blockchain, for free. Usage Must Use Python 3! Auto

15 Jul 16, 2022
This is a python api to scrape search results from a url.

googlescrape Installation Installation is simple! # Stable version pip install googlescrape Examples from googlescrape import client scrapeClient=cli

1 Dec 15, 2022
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
A simple python script to fetch the latest covid info

covid-tracker-script A simple python script to fetch the latest covid info How it works First, get the current date in MM-DD-YYYY format. Check if the

Dot 0 Dec 15, 2021
Simply scrape / download all the media from an fansly account.

Simply scrape / download all the media from an fansly account. Providing updates as long as its continuously gaining popularity, so hit the ⭐ button!

Mika C. 334 Jan 01, 2023
Using Selenium with Python to Web Scrap Popular Youtube Tech Channels.

Web Scrapping Popular Youtube Tech Channels with Selenium Data Mining, Data Wrangling, and Exploratory Data Analysis About the Data Web scrapi

David Rusho 0 Aug 18, 2021
Rottentomatoes, Goodreads and IMDB sites crawler. Semantic Web final project.

Crawler Rottentomatoes, Goodreads and IMDB sites crawler. Crawler written by beautifulsoup, selenium and lxml to gather books and films information an

Faeze Ghorbanpour 1 Dec 30, 2021