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
原神爬虫 抓取原神界面圣遗物信息

原神圣遗物半自动爬虫 说明 直接抓取原神界面中的圣遗物数据 目前只适配了背包页面的抓取 准确率：97.5%(普通通用接口，对 40 件随机圣遗物识别，统计完全正确的数量为 39) 准确率：100%(4k 屏幕，普通通用接口，对 110 件圣遗物识别，统计完全正确的数量为 110) 不排除还有小错误的

hwa 28 Oct 10, 2022
This is a simple website crawler which asks for a website link from the user to crawl and find specific data from the given website address.

This is a simple website crawler which asks for a website link from the user to crawl and find specific data from the given website address.

Faisal Ahmed 1 Jan 10, 2022
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
SkyScrapers: A collection of variety of Scraping Apps

SkyScrapers Collection of variety of Web Scraping Apps The web-scrapers involved

Biplov Pokhrel 3 Feb 17, 2022
Twitter Claimer / Swapper / Turbo - Proxyless - Multithreading

Twitter Turbo / Auto Claimer / Swapper Version: 1.0 Last Update: 01/26/2022 Use this at your own descretion. I've only used this on test accounts and

Underscores 6 May 02, 2022
Web scrapping tool written in python3, using regex, to get CVEs, Source and URLs.

searchcve Web scrapping tool written in python3, using regex, to get CVEs, Source and URLs. Generates a CSV file in the current directory. Uses the NI

32 Oct 10, 2022
The open-source web scrapers that feed the Los Angeles Times California coronavirus tracker.

The open-source web scrapers that feed the Los Angeles Times' California coronavirus tracker. Processed data ready for analysis is available at datade

Los Angeles Times Data and Graphics Department 51 Dec 14, 2022
A simplistic scraper made to download tons of random screenshots made by people.

printStealer 1.1 What is this tool? This tool is developed to show the insecurity of the screenshot utility called prnt sc. It is a site that stores s

appelsiensam 4 Jul 26, 2022
Minimal set of tools to conduct stealthy scraping.

Stealthy Scraping Tools Do not use puppeteer and playwright for scraping. Explanation. We only use the CDP to obtain the page source and to get the ab

Nikolai Tschacher 88 Jan 04, 2023
Web and PDF Scraper Refactoring

Web and PDF Scraper Refactoring This repository contains the example code of the Web and PDF scraper code roast. Here are the links to the videos: Par

18 Dec 31, 2022
A Powerful Spider(Web Crawler) System in Python.

pyspider A Powerful Spider(Web Crawler) System in Python. Write script in Python Powerful WebUI with script editor, task monitor, project manager and

Roy Binux 15.7k Jan 04, 2023
抢京东茅台脚本，定时自动触发，自动预约，自动停止

jd_maotai 抢京东茅台脚本，定时自动触发，自动预约，自动停止 小白信用 99.6，暂时还没抢到过，朋友 80 多抢到了一瓶，所以我感觉是跟信用分没啥关系，完全是看运气的。

Aruelius.L 117 Dec 22, 2022
A scalable frontier for web crawlers

Frontera Overview Frontera is a web crawling framework consisting of crawl frontier, and distribution/scaling primitives, allowing to build a large sc

Scrapinghub 1.2k Jan 02, 2023
Extract embedded metadata from HTML markup

extruct extruct is a library for extracting embedded metadata from HTML markup. Currently, extruct supports: W3C's HTML Microdata embedded JSON-LD Mic

Scrapinghub 725 Jan 03, 2023
This scrapper scrapes the mail ids of faculty members from a given linl/page and stores it in a csv file

This scrapper scrapes the mail ids of faculty members from a given linl/page and stores it in a csv file

Devansh Singh 1 Feb 10, 2022
A Python module to bypass Cloudflare's anti-bot page.

cloudflare-scrape A simple Python module to bypass Cloudflare's anti-bot page (also known as "I'm Under Attack Mode", or IUAM), implemented with Reque

3k Jan 04, 2023
CRI Scrape is a tool for get general info about Italian Red Cross in GAIA Platform

CRI Scrape CRI Scrape is a tool for get general info about Italian Red Cross in GAIA Platform Disclaimer This code is only for educational purpose. So

Vincenzo Cardone 0 Jul 23, 2022
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
Scraping Top Repositories for Topics on GitHub,

0.-Webscrapping-using-python Scraping Top Repositories for Topics on GitHub, Web scraping is the process of extracting and parsing data from websites

Dev Aravind D Satprem 2 Mar 18, 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