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 leetcode scraper to compile all questions in leetcode free tier to text file. pdf also available.

A leetcode scraper to compile all questions in leetcode free tier to text file, pdf also available. if new questions get added, run again to get new questions.

3 Dec 07, 2021
Goblyn is a Python tool focused to enumeration and capture of website files metadata.

Goblyn Metadata Enumeration What's Goblyn? Goblyn is a tool focused to enumeration and capture of website files metadata. How it works? Goblyn will se

Gustavo 46 Nov 22, 2022
Nekopoi scraper using python3

Features Scrap from url Todo [+] Search by genre [+] Search by query [+] Scrap from homepage Example # Hentai Scraper from nekopoi import Hent

MhankBarBar 9 Apr 06, 2022
Pseudo API for Google Trends

pytrends Introduction Unofficial API for Google Trends Allows simple interface for automating downloading of reports from Google Trends. Only good unt

General Mills 2.6k Dec 28, 2022
茅台抢购最新优化版本，茅台秒杀，优化了抢购协程队列

茅台抢购最新优化版本，茅台秒杀，优化了抢购协程队列

MaoTai 33 Sep 03, 2022
Proxy scraper. Format: IP | PORT | COUNTRY | TYPE

proxy scraper 🔎 Installation: git clone https://github.com/ebankoff/proxy_scraper Required pip libraries (pip install library name): lxml beautifulso

Eban'ko 19 Dec 07, 2022
A simple flask application to scrape gogoanime website.

gogoanime-api-flask A simple flask application to scrape gogoanime website. Used for demo and learning purposes only. How to use the API The base api

1 Oct 29, 2021
Deep Web Miner Python | Spyder Crawler

Webcrawler written in Python. This crawler does dig in till the 3 level of inside addressed and mine the respective data accordingly

Karan Arora 17 Jan 24, 2022
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

Pattern Pattern is a web mining module for Python. It has tools for: Data Mining: web services (Google, Twitter, Wikipedia), web crawler, HTML DOM par

Computational Linguistics Research Group 8.4k Jan 08, 2023
A Python module to bypass Cloudflare's anti-bot page.

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

VeNoMouS 2.6k Dec 31, 2022
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
Find papers by keywords and venues. Then download it automatically

paper finder Find papers by keywords and venues. Then download it automatically. How to use this? Search CLI python search.py -k "knowledge tracing,kn

Jiahao Chen (TabChen) 2 Dec 15, 2022
Google Scholar Web Scraping

Google Scholar Web Scraping This is a python script that asks for a user to input the url for a google scholar profile, and then it writes publication

Suzan M 1 Dec 12, 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
Divar.ir Ads scrapper

Divar.ir Ads Scrapper Introduction This project first asynchronously grab Divar.ir Ads and then save to .csv and .xlsx files named data.csv and data.x

Iman Kermani 4 Aug 29, 2022
OSTA web scraper, for checking the status of school buses in Ottawa

OSTA-La-Vista OSTA web scraper, for checking the status of school buses in Ottawa. Getting Started Using a Raspberry Pi, download Python 3, and option

1 Jan 28, 2022
Scrapy-soccer-games - Scraping information about soccer games from a few websites

scrapy-soccer-games Esse projeto tem por finalidade pegar informação de tabela d

Caio Alves 2 Jul 20, 2022
Here I provide the source code for doing web scraping using the python library, it is Selenium.

Here I provide the source code for doing web scraping using the python library, it is Selenium.

M Khaidar 1 Nov 13, 2021
:arrow_double_down: Dumb downloader that scrapes the web

You-Get NOTICE: Read this if you are looking for the conventional "Issues" tab. You-Get is a tiny command-line utility to download media contents (vid

Mort Yao 46.4k Jan 03, 2023
Script used to download data for stocks.

This script is useful for downloading stock market data for a wide range of companies specified by their respective tickers. The script reads in the d

Carmelo Gonzales 71 Oct 04, 2022