a way to scrape a database of all of the isef projects

Overview

ISEF Database

This is a simple web scraper which gets all of the projects and abstract information from here.

My goal for this is for someone to get inspired to make a science fair project by doing analysis of this dataset for a "meta" project.

To use:

Simply run the following code:

pip3 install -r requirements.txt
python3 main.py

This should take a while to run as it will be getting ~20k projects, so just let it run in the background.

At the end of running this program, a folder called Data will be created and in this you will find many different representations of the database (excel, pandas, sql, etc.)

There is an older ISEF database that I already compiled, but this does not have the latest code.

Finally: I wrote this program a really long time ago so please do not judge me for it. If someone actually decides to use this, please ask me if you have any questions. I will be happy to help. To sum, I really want someone to show up with a Meta Analysis of science fair projects.

You might also like...
Github scraper app is used to scrape data for a specific user profile created using streamlit and BeautifulSoup python packages
Github scraper app is used to scrape data for a specific user profile created using streamlit and BeautifulSoup python packages

Github Scraper Github scraper app is used to scrape data for a specific user profile. Github scraper app gets a github profile name and check whether

Scrape and display grades onto the console

WebScrapeGrades About The Project This Project is a personal project where I learned how to webscrape using python requests. Being able to get request

Scrape puzzle scrambles from csTimer.net
Scrape puzzle scrambles from csTimer.net

Scroodle Selenium script to scrape scrambles from csTimer.net csTimer runs locally in your browser, so this doesn't strain the servers any more than i

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

CRI Scrape is a tool for get general info about Italian Red Cross in GAIA Platform
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

Scrape plants scientific name information from Agroforestry Species Switchboard 2.0.

Agroforestry Species Switchboard 2.0 Scraper Scrape plants scientific name information from Species Switchboard 2.0. Requirements python = 3.10 (you

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

This is python to scrape overview and reviews of companies from Glassdoor.

Data Scraping for Glassdoor This is python to scrape overview and reviews of companies from Glassdoor. Please use it carefully and follow the Terms of

A Python web scraper to scrape latest posts from official Coinbase's Blog.
A Python web scraper to scrape latest posts from official Coinbase's Blog.

Coinbase Blog Scraper A Python web scraper to scrape latest posts from official Coinbase's Blog. IDEA It scrapes up latest blog posts from https://blo

Releases(webscraper)
  • webscraper(Mar 18, 2022)

    My second version of the program. This used a Jupyter notebook and Beautiful soup, rather than vanilla python text processing and cURL commands.

    Source code(tar.gz)
    Source code(zip)
Owner
William Kaiser
William Kaiser
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
Find thumbnails and original images from URL or HTML file.

Haul Find thumbnails and original images from URL or HTML file. Demo Hauler on Heroku Installation on Ubuntu $ sudo apt-get install build-essential py

Vinta Chen 150 Oct 15, 2022
A scrapy pipeline that provides an easy way to store files and images using various folder structures.

scrapy-folder-tree This is a scrapy pipeline that provides an easy way to store files and images using various folder structures. Supported folder str

Panagiotis Simakis 7 Oct 23, 2022
A Very simple free proxy list scraper.

Scrappp A Very simple free proxy list scraper, made in python The tool scrape proxy from diffrent sites and api's. Screenshots About the script !!! RE

Joji aka Moncef 12 Oct 27, 2022
Unja is a fast & light tool for fetching known URLs from Wayback Machine

Unja Fetch Known Urls What's Unja? Unja is a fast & light tool for fetching known URLs from Wayback Machine, Common Crawl, Virus Total & AlienVault's

Sheryar 10 Aug 07, 2022
Meme-videos - Scrapes memes and turn them into a video compilations

Meme Videos Scrapes memes from reddit using praw and request and then converts t

Partho 12 Oct 28, 2022
Transistor, a Python web scraping framework for intelligent use cases.

Web data collection and storage for intelligent use cases. transistor About The web is full of data. Transistor is a web scraping framework for collec

BOM Quote Manufacturing 212 Nov 05, 2022
Crawler job that scrapes comments from social media posts and saves them in a S3 bucket.

Toxicity comments crawler Crawler job that scrapes comments from social media posts and saves them in a S3 bucket. Twitter Tweets and replies are scra

Douglas Trajano 2 Jan 24, 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
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
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
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
An helper library to scrape data from Instagram effortlessly, using the Influencer Hunters APIs.

Instagram Scraper An utility library to scrape data from Instagram hassle-free Go to the website » View Demo · Report Bug · Request Feature About The

2 Jul 06, 2022
A training task for web scraping using python multithreading and a real-time-updated list of available proxy servers.

Parallel web scraping The project is a training task for web scraping using python multithreading and a real-time-updated list of available proxy serv

Kushal Shingote 1 Feb 10, 2022
A dead simple crawler to get books information from Douban.

Introduction A dead simple crawler to get books information from Douban. Pre-requesites Python 3 Install dependencies from requirements.txt (Optional)

Yun Wang 1 Jan 10, 2022
A simple code to fetch comments below an Instagram post and save them to a csv file

fetch_comments A simple code to fetch comments below an Instagram post and save them to a csv file usage First you have to enter your username and pas

2 Jul 14, 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
jd_maotai rpa 基于selenium驱动的jd抢购rpa机器人

jd_maotai rpa 基于selenium驱动的jd抢购rpa机器人, 照顾我们这样的马大哈, 不会忘记抢购了, 祝大家过年都能喝上茅台. 特别声明: 本仓库发布的jd_maotai_rpa项目定义为自动化rpa项目, 是用于防止忘记参与jd茅台的活动(由于本人时常忘记), 而不是为了秒杀和抢

35 Nov 18, 2022
Complete pipeline for crawling online newspaper article.

Complete pipeline for crawling online newspaper article. The articles are stored to MongoDB. The whole pipeline is dockerized, thus the user does not need to worry about dependencies. Additionally, d

newspipe 4 May 27, 2022
Python script who crawl first shodan page and check DBLTEK vulnerability

🐛 MASS DBLTEK EXPLOIT CHECKER USING SHODAN 🕸 Python script who crawl first shodan page and check DBLTEK vulnerability

Divin 4 Jan 09, 2022