1. Web Scraping Open Source
2. Github Webpage
3. Mission To Mars Web Scraping Github
4. Python Web Scraping Github
5. Web Scraping Software

Link to more interesting example: keithgalli.github.io/web-scraping/webpage.html A Header. Some italicized text. Web Scraping Projects. Here you can see all the web scraper projects created by Patricio Requena. Each folder is a project. Inside the folders you'll find the different projects that I've create with the respective files like scripts, images, spreadsheet.

In this R tutorial, We’ll learn how to schedule an R script as a CRON Job using Github Actions. Thanks to Github Actions, You don’t need a dedicated server for this kind of automation and scheduled tasks. This example can be extended for Automated Tweets or Automated Social Media Posts, Daily Data Extraction of any sort.

Web Scraping Open Source

Web Scraping com Python e BeautifulSoup. GitHub Gist: instantly share code, notes, and snippets.

In this example, We’re going to use a code to extract / scrape Nifty50 (Indian Stock Exchange Index) Top Gainers Daily and store it as a csv file which can be used for Data Analytics on those stocks.

Video Tutorial on Scheduling R Script using Github Actions

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Github Actions which usually trigger a script based on event like PR, Issue Creation can be modified using its YAML to trigger a script on a schedule (CRON).

Here’s the main.yml file used for the Github Action.

Look at this repo for more details of the code used for Scraping - https://github.com/amrrs/scrape-automation

For more details on Github Actions for R Scripts, Refer this R OpenSci Book - https://ropenscilabs.github.io/actions_sandbox/

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Web scrapping

This notebook contains final for the web scrapping article i wrote on medium. It can be accessed here: https://medium.com/p/32b0ceeee538/edit

Import all the required modules

Specify the header, to ensure our requests are accepted

Loop through pages 0 -10 at interval of 2

Declare lists to stored scraped data

Prepare the monitoring loop

Github Webpage

Iterate through the pages

Mission To Mars Web Scraping Github

Parse the data into a dataframe and store in a csv file

Python Web Scraping Github

Meta_scores	Movie_names	Ratings	Release_dates	User_scores
0	100	Citizen Kane	| Approved	September 4, 1941	8.4
1	100	The Godfather	| R	March 11, 1972	9.2
2	100	Rear Window	| TV-G	September 1, 1954	8.8
3	100	Casablanca	| TV-PG	January 23, 1943	9.0
4	100	Boyhood	| R	July 11, 2014	7.6
5	100	Three Colors: Red	| R	November 23, 1994	8.7
6	100	Vertigo	| PG	May 28, 1958	8.7
7	100	Notorious	| Approved	September 6, 1946	7.9
8	99	Singin' in the Rain	| G	April 11, 1952	8.8
9	99	City Lights	| Passed	March 7, 1931	8.2
10	99	Moonlight	| Not Rated	October 21, 2016	7.2
11	99	Pinocchio	| Passed	February 23, 1940	8.3
12	99	Touch of Evil	| PG-13	February 1, 1958	7.8
13	98	The Treasure of the Sierra Madre	| TV-PG	January 24, 1948	8.5
14	98	Pan's Labyrinth	| R	December 29, 2006	8.7
15	98	North by Northwest	| TV-G	August 6, 1959	8.1
16	98	Rashomon	| Not Rated	December 26, 1951	8.3
17	98	All About Eve	| TV-PG	October 27, 1950	8.8
18	98	Hoop Dreams	| PG-13	October 14, 1994	8.0
19	97	My Left Foot	| R	March 30, 1990	8.5
20	97	The Third Man	| Approved	September 3, 1949	8.2
21	97	Dr. Strangelove or: How I Learned to Stop Worr...	| GP	January 29, 1964	8.3
22	97	Gone with the Wind	| TV-PG	January 17, 1940	8.4
23	97	4 Months, 3 Weeks and 2 Days	| Not Rated	January 23, 2008	7.9
24	97	Some Like It Hot	| Approved	March 29, 1959	8.3
25	97	Psycho	| M	September 8, 1960	9.1
26	97	American Graffiti	| PG	August 11, 1973	8.1
27	96	Dumbo	| Approved	October 31, 1941	8.1
28	96	Roma	| Not Rated	November 21, 2018	8.0
29	96	Ran	| R	December 20, 1985	8.4
...	...	...	...	...	...
470	82	Good Bye, Dragon Inn	Not Rated	September 17, 2004	5.9
471	82	Safe Conduct	Not Rated	October 11, 2002	6.2
472	82	Leaving Las Vegas	| R	October 27, 1995	8.9
473	82	Maiden	| Not Rated	June 28, 2019	7.6
474	82	War for the Planet of the Apes	| PG-13	July 14, 2017	8.0
475	82	Duma	| PG	August 5, 2005	8.5
476	82	The Constant Gardener	| R	August 31, 2005	7.0
477	82	Short Term 12	| R	August 23, 2013	8.5
478	82	Parenthood	| PG-13	August 2, 1989	8.5
479	82	Star Wars: Episode V - The Empire Strikes Back	| PG	May 21, 1980	9.0
480	82	Our Beloved Month of August	| Not Rated	September 3, 2010	tbd
481	82	Sugar	| R	April 3, 2009	7.8
482	82	Marwencol	| Not Rated	October 8, 2010	7.7
483	82	The Wind That Shakes the Barley	| Not Rated	March 16, 2007	7.9
484	82	Face/Off	| R	June 27, 1997	8.8
485	82	The Lobster	| R	May 13, 2016	7.0
486	82	The Nightmare Before Christmas	| PG	October 22, 1993	8.6
487	82	2001: A Space Odyssey	| G	April 2, 1968	8.1
488	82	Pride & Prejudice	| PG	November 11, 2005	8.7
489	82	The Squid and the Whale	| R	October 5, 2005	7.4
490	82	Winged Migration	| G	April 18, 2003	8.7
491	82	Quince Tree of the Sun	Not Rated	May 5, 2000	tbd
492	82	School of Rock	| PG-13	October 3, 2003	8.5
493	82	Life and Nothing More	| Not Rated	October 24, 2018	8.2
494	82	Star Trek	| PG-13	May 7, 2009	7.9
495	82	A Quiet Place	| PG-13	April 6, 2018	7.4
496	82	Deliverance	| TV-14	July 21, 1972	7.7
497	82	Frances Ha	| R	May 17, 2013	7.7
498	82	The Namesake	| PG-13	March 9, 2007	8.0
499	82	A Hijacking	| R	June 21, 2013	7.3

Web Scraping Software

500 rows × 5 columns