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
优化版本的京东茅台抢购神器

优化版本的京东茅台抢购神器

1.8k Mar 18, 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
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
Poolbooru gelscraper - a simple python script for scraping images off gelbooru pools.

poolbooru_gelscraper a simple python script for scraping images off gelbooru pools. modules required:requests_html, and os by default saves files with

savantshuia 1 Jan 02, 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
Scrapegoat is a python library that can be used to scrape the websites from internet based on the relevance of the given topic irrespective of language using Natural Language Processing

Scrapegoat is a python library that can be used to scrape the websites from internet based on the relevance of the given topic irrespective of language using Natural Language Processing. It can be ma

10 Jul 06, 2022
Ebay Webscraper for Getting Average Product Price

Ebay-Webscraper-for-Getting-Average-Product-Price The code in this repo is used to determine the average price of an item on Ebay given a valid search

17 Jan 05, 2023
Collection of code files to scrap different kinds of websites.

STW-Collection Scrap The Web Collection; blog posts. This repo contains Scrapy sample code to scrap the following kind of websites: Do you want to lea

Tapasweni Pathak 15 Jun 08, 2022
A crawler of doubamovie

豆瓣电影 A crawler of doubamovie 一个小小的入门级scrapy框架的应用，选取豆瓣电影对排行榜前1000的电影数据进行爬取。 spider.py start_requests方法为scrapy的方法，我们对它进行重写。 def start_requests(self):

Cats without dried fish 1 Oct 05, 2021
Automated data scraper for Thailand COVID-19 data

The Researcher COVID data Automated data scraper for Thailand COVID-19 data Accessing the Data 1st Dose Provincial Vaccination Data 2nd Dose Provincia

Porames Vatanaprasan 31 Apr 17, 2022
薅薅乐 - JD 测试脚本

薅薅乐 安裝 使用docker docker一键安装: docker run -d --name jd classmatelin/hhl:latest. 使用 进入容器: docker exec -it jd bash 获取JD_COOKIES: python get_jd_cookies.py,

ClassmateLin 575 Dec 28, 2022
Telegram Group Scrapper

this programe is make your work so much easy on telegrame. do you want to send messages on everyone to your group or others group. use this script it will do your work automatically with one click. a

HackArrOw 3 Dec 03, 2022
爬虫案例合集。包括但不限于《淘宝、京东、天猫、豆瓣、抖音、快手、微博、微信、阿里、头条、pdd、优酷、爱奇艺、携程、12306、58、搜狐、百度指数、维普万方、Zlibraty、Oalib、小说、招标网、采购网、小红书》

lxSpider 爬虫案例合集。包括但不限于《淘宝、京东、天猫、豆瓣、抖音、快手、微博、微信、阿里、头条、pdd、优酷、爱奇艺、携程、12306、58、搜狐、百度指数、维普万方、Zlibraty、Oalib、小说网站、招标采购网》 简介： 时光荏苒，记不清写了多少案例了。

lx 793 Jan 05, 2023
Twitter Eye is a Twitter Information Gathering Tool With Twitter Eye

Twitter Eye is a Twitter Information Gathering Tool With Twitter Eye, you can search with various keywords and usernames on Twitter.

Jolanda de Koff 19 Dec 12, 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
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
爱奇艺会员,腾讯视频,哔哩哔哩,百度,各类签到

My-Actions 个人收集并适配Github Actions的各类签到大杂烩 不要fork了 ⭐️ star就行 使用方式 新建仓库并同步代码 点击Settings - Secrets - 点击绿色按钮 (如无绿色按钮说明已激活。直接到下一步。) 新增 new secret 并设置 Secr

280 Dec 30, 2022
This project was created using Python technology and flask tools to scrape a music site

python-scrapping This project was created using Python technology and flask tools to scrape a music site You need to install the following packages to

hosein moradi 1 Dec 07, 2021
Telegram group scraper tool

Telegram Group Scrapper

Wahyusaputra 2 Jan 11, 2022
Fundamentus scrapy

Fundamentus_scrapy Baixa informacões que os outros scrapys do fundamentus não realizam. Para iniciar (python main.py), sera criado um arquivo chamado

Guilherme Silva Uchoa 1 Oct 24, 2021