Crawler job that scrapes comments from social media posts and saves them in a S3 bucket.

Related tags

Web Crawlingpythoncrawlerperspective-apitoxicity
Overview

Toxicity comments crawler

Quality Gate Status

Crawler job that scrapes comments from social media posts and saves them in a S3 bucket.

Twitter

Tweets and replies are scraped from Twitter API for a given list of users.

Twitch

Coming soon.

YouTube

Coming soon.

Facebook

Coming soon.

Instagram

Coming soon.

The toxic level of a given comment is calculated using the Perspective API.

Architecture

Usage

To run the crawler, you need to provide the following environment variables:

Variable Description Default Required
AWS_ROLE_ARN AWS Role ARN None Optional
AWS_WEB_IDENTITY_TOKEN_FILE AWS Web Identity Token File None Optional
AWS_ACCESS_KEY_ID AWS Access Key ID None Optional
AWS_SECRET_ACCESS_KEY AWS Secret Access Key None Optional
AWS_S3_BUCKET AWS S3 Bucket None Required
AWS_S3_BUCKET_PREFIX AWS S3 Bucket Prefix None Required
LOG_LEVEL Log level INFO Optional
PERSPECTIVE_API_KEY Perspective API Key None Required
PERSPECTIVE_THRESHOLD Perspective Threshold 0.5 Required
FILTER_TOXIC_COMMENTS Filter Toxic Comments True Required
TWITTER_CONSUMER_KEY Twitter Consumer Key None Required
TWITTER_CONSUMER_SECRET Twitter Consumer Secret None Required
TWITTER_ACCESS_TOKEN Twitter Access Token None Required
TWITTER_ACCESS_TOKEN_SECRET Twitter Access Token Secret None Required
TWITTER_MAX_TWEETS Twitter Max Tweets or replies None Required

If AWS_ROLE_ARN and AWS_WEB_IDENTITY_TOKEN_FILE are provided, the crawler will use them to assume a role, and will not use AWS_ACCESS_KEY_ID, and AWS_SECRET_ACCESS_KEY.

Running

Prerequisites

Then, you can run the crawler with the following command:

docker run --env-file .env -d dougtrajano/toxicity-crawler:latest

License

The project is licensed under the Apache 2.0 License.

You might also like...
This program scrapes information and images for movies and TV shows.

Media-WebScraper This program scrapes information and images for movies and TV shows. Summary For more information on the program, read the WebScrape_

null 1 Dec 5, 2021
Distributed Crawler Management Framework Based on Scrapy, Scrapyd, Django and Vue.js

Gerapy Distributed Crawler Management Framework Based on Scrapy, Scrapyd, Scrapyd-Client, Scrapyd-API, Django and Vue.js. Documentation Documentation

Gerapy 2.9k Jan 3, 2023
A web crawler script that crawls the target website and lists its links

A web crawler script that crawls the target website and lists its links || A web crawler script that lists links by scanning the target website.

null 2 Apr 29, 2022
An Automated udemy coupons scraper which scrapes coupons and autopost the result in blogspot post

Autoscraper-n-blogger An Automated udemy coupons scraper which scrapes coupons and autopost the result in blogspot post and notifies via Telegram bot

GOKUL A.P 13 Dec 21, 2022
This is a script that scrapes the longitude and latitude on food.grab.com
This is a script that scrapes the longitude and latitude on food.grab.com

grab This is a script that scrapes the longitude and latitude for any restaurant in Manila on food.grab.com, location can be adjusted. Search Result p

null 0 Nov 22, 2021
Scrapes mcc-mnc.com and outputs 3 files with the data (JSON, CSV & XLSX)

mcc-mnc.com-webscraper Scrapes mcc-mnc.com and outputs 3 files with the data (JSON, CSV & XLSX) A Python script for web scraping mcc-mnc.com Link: mcc

Anton Ivarsson 1 Nov 7, 2021
Scrapes all articles and their headlines from theonion.com

The Onion Article Scraper Scrapes all articles and their headlines from the satirical news website https://www.theonion.com Also see Clickhole Article

null 0 Nov 17, 2021
A web Scraper for CSrankings.com that scrapes University and Faculty list for a particular country

A web Scraper for CSrankings.com that scrapes University and Faculty list for a particular country To run the file: Open terminal

null 2 Jun 6, 2022
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
Releases(0.2.1)

  • 0.2.1(Dec 27, 2021)

    What's Changed

    • Add wait_on_rate_limit in TwitterAPI by @DougTrajano in https://github.com/DougTrajano/toxicity-crawler/pull/29

    Full Changelog: https://github.com/DougTrajano/toxicity-crawler/compare/0.2.0...0.2.1

    Source code(tar.gz)
    Source code(zip)

  • 0.2.0(Dec 25, 2021)

    What's Changed

    • Fixed an issue with tweet content in TwitterAPI by @DougTrajano
    • Added an exploratory notebook to test TwitterAPI by @DougTrajano
    • Bump pyyaml from 5.4.1 to 6.0 by @dependabot in https://github.com/DougTrajano/toxicity-crawler/pull/12
    • Bump google-api-python-client from 2.22.0 to 2.33.0 by @dependabot in https://github.com/DougTrajano/toxicity-crawler/pull/26
    • Bump metaflow from 2.3.6 to 2.4.7 by @dependabot in https://github.com/DougTrajano/toxicity-crawler/pull/28

    Full Changelog: https://github.com/DougTrajano/toxicity-crawler/compare/0.1.4...0.2.0

    Source code(tar.gz)
    Source code(zip)

  • 0.1.4(Sep 26, 2021)

  • 0.1.3(Sep 24, 2021)

  • 0.1.2(Sep 24, 2021)

  • 0.1.1(Sep 24, 2021)

  • 0.1.0(Sep 24, 2021)

Owner
Douglas Trajano
Data Scientist
Douglas Trajano
GitHub Repository
A web service for scanning media hosted by a Matrix media repository

Matrix Content Scanner A web service for scanning media hosted by a Matrix media repository Installation TODO Development In a virtual environment wit

Brendan Abolivier 5 Dec 01, 2022
WebScraping - Scrapes Job website for python developer jobs and exports the data to a csv file

WebScraping Web scraping Pyton program that scrapes Job website for python devel

Michelle 2 Jul 22, 2022
Audio media crawler for lbry.

Audio media crawler for lbry. Requirements Python 3.8 Poetry 1.1.7 Elasticsearch 7.14.0 Lbry-sdk 0.99.0 Development This project uses poetry as a depe

Hound.fm 4 Dec 03, 2022
A simple Discord scraper for discord bots

A simple Discord scraper for discord bots. That includes sending an guild members ids to an file, Mass inviter for joining servers your bot is in and Fetching all the servers of the bot (w/MemberCoun

3zg 1 Jan 06, 2022
This is a web crawler that works on employ email data by gmane.org and visualizes it in different ways.

crawler_to_visual_gmane Analyzing an EMAIL Archive from gmane and vizualizing the data using the D3 JavaScript library. This is a set of tools that al

Saim Zafar 1 Dec 20, 2021
A Spider for BiliBili comments with a simple API server.

BiliComment A spider for BiliBili comment. Spider Usage Put config.json into config directory, and then python . ./config/config.json. A example confi

Hao 3 Jul 05, 2021
A simple proxy scraper that utilizes the requests module in python.

Proxy Scraper A simple proxy scraper that utilizes the requests module in python. Usage Depending on your python installation your commands may vary.

3 Sep 08, 2021
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
Scrape Twitter for Tweets

Backers Thank you to all our backers! 🙏 [Become a backer] Sponsors Support this project by becoming a sponsor. Your logo will show up here with a lin

Ahmet Taspinar 2.2k Jan 05, 2023
🤖 Threaded Scraper to get discord servers from disboard.org written in python3

Disboard-Scraper Threaded Scraper to get discord servers from disboard.org written in python3. Setup. One thread / tag If you whant to look for multip

Ѵιcнч 11 Nov 01, 2022
Visual scraping for Scrapy

Portia Portia is a tool that allows you to visually scrape websites without any programming knowledge required. With Portia you can annotate a web pag

Scrapinghub 8.7k Jan 05, 2023
API which uses discord to scrape NameMC searches/droptime/dropping status of minecraft names

NameMC Scrape API This is an api to scrape NameMC using message previews generated by discord. NameMC makes it a pain to scrape their website, but som

Twilak 2 Dec 22, 2021
A python script to extract answers to any question on Quora (Quora+ included)

quora-plus-bypass A python script to extract answers to any question on Quora (Quora+ included) Requirements Python 3.x

Nitin Narayanan 10 Aug 18, 2022
A social networking service scraper in Python

snscrape snscrape is a scraper for social networking services (SNS). It scrapes things like user profiles, hashtags, or searches and returns the disco

2.4k Jan 01, 2023
Shopee Scraper - A web scraper in python that extract sales, price, avaliable stock, location and more of a given seller in Brazil

Shopee Scraper A web scraper in python that extract sales, price, avaliable stock, location and more of a given seller in Brazil. The project was crea

Paulo DaRosa 5 Nov 29, 2022
Automatically download and crop key information from the arxiv daily paper.

Arxiv daily 速览 功能：按关键词筛选arxiv每日最新paper，自动获取摘要，自动截取文中表格和图片。 1 测试环境 Ubuntu 16+ Python3.7 torch 1.9 Colab GPU 2 使用演示 首先下载权重baiduyun 提取码:il87，放置于code/Pars

HeoLis 20 Jul 30, 2022
A list of Python Bots used to extract data from several websites

A list of Python Bots used to extract data from several websites. Data extraction is for products on e-commerce (ecommerce) websites. Data fetched i

Sahil Ladhani 1 Jan 14, 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
ChromiumJniGenerator - Jni Generator module extracted from Chromium project

ChromiumJniGenerator - Jni Generator module extracted from Chromium project

allenxuan 4 Jun 12, 2022
A simple python web scraper.

Dissec A simple python web scraper. It gets a website and its contents and parses them with the help of bs4. Installation To install the requirements,

11 May 06, 2022