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How I Built A Nairaland Web Scraper - Programming (2) - Nairaland

Nairaland ForumScience/TechnologyProgrammingHow I Built A Nairaland Web Scraper (3370 Views)

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Re: How I Built A Nairaland Web Scraper by landiqa(m): 3:40pm On Oct 20, 2023
DataMina:
I can scrap Jiji for phone numbers but the validation on Whatsapp is what I don't know about
That's also a good one if it can scrape
Re: How I Built A Nairaland Web Scraper by alterego17: 12:18pm On Oct 24, 2023
BlackhatMentor:
A scrapper that scrapes emails, phone numbers with their usernames will be better.

This one u did isn't very useful
Bro can u help in getting leads for an affiliate targeted niche adverts?
Re: How I Built A Nairaland Web Scraper by DataMina(op): 2:39pm On Oct 24, 2023
alterego17:
Bro can u help in getting leads for an affiliate targeted niche adverts?
Sure it's very much doable. I have been able to write a scraper that scraps leads/ phone number from Jiji. The project is in my GitHub and I would be dropping how I was able to do the project here very soon
Re: How I Built A Nairaland Web Scraper by BlackhatMentor: 2:56pm On Oct 24, 2023
alterego17:
Bro can u help in getting leads for an affiliate targeted niche adverts?
From which website
Re: How I Built A Nairaland Web Scraper by alterego17: 6:11pm On Oct 24, 2023
BlackhatMentor:
From which website
It's for an affiliate product I'm promoting
Re: How I Built A Nairaland Web Scraper by DataMina(op): 7:35pm On Nov 22, 2023
Babangidapikin:
Good for practice, can you scrap LinkedIn for email address.
Yes I can, that's not an issue. I usual go through the Google route after which I use regex and data wrangling techniques to clean and extract the emails
Re: How I Built A Nairaland Web Scraper by Babangidapikin: 8:12pm On Nov 22, 2023
DataMina:
Yes I can, that's not an issue. I usual go through the Google route after which I use regex and data wrangling techniques to clean and extract the emails
Won't that be stressful
Re: How I Built A Nairaland Web Scraper by Regex: 9:08pm On Nov 22, 2023
DataMina:
Yes I can, that's not an issue. I usual go through the Google route after which I use regex and data wrangling techniques to clean and extract the emails
Did somebody say REGEX!
Re: How I Built A Nairaland Web Scraper by Maxxim: 9:43pm On Nov 22, 2023
Regex:
Did somebody say REGEX!
Your username means regular expression here in this domain. Lol
Re: How I Built A Nairaland Web Scraper by africoders18: 9:46pm On Nov 22, 2023
Can this scrapper give me clean scrapping just like I scrapped jobs from relocate.me here - https://afrkd.ng/1mWQyw ?
Re: How I Built A Nairaland Web Scraper by Regex: 10:36pm On Nov 22, 2023
Maxxim:
Your username means regular expression here in this domain. Lol
That thing show me shege...😂
Re: How I Built A Nairaland Web Scraper by Maxxim: 10:42pm On Nov 22, 2023
Regex:
That thing show me shege...😂
Na your fate, you're not getting off anytime soon😂
Re: How I Built A Nairaland Web Scraper by Regex: 6:11am On Nov 23, 2023
Maxxim:
Na your fate, you're not getting off anytime soon😂
Na why I say make I answer am.
Re: How I Built A Nairaland Web Scraper by Maxxim: 8:12am On Nov 23, 2023
Regex:
Na why I say make I answer am.
Naso boss
Re: How I Built A Nairaland Web Scraper by africoders18: 10:15am On Nov 23, 2023
The good news is that chatgpt can generate regex now for the lazy minds
Re: How I Built A Nairaland Web Scraper by Regex: 1:38pm On Nov 23, 2023
africoders18:
The good news is that chatgpt can generate regex now for the lazy minds
No need. Nature already generated me...🌚
Re: How I Built A Nairaland Web Scraper by DataMina(op): 8:36pm On Jan 15, 2024
africoders18:
Can this scrapper give me clean scrapping just like I scrapped jobs from relocate.me here - https://afrkd.ng/1mWQyw ?
Seems the website is JavaScript rendered. Selenium can be used here as well
Re: How I Built A Nairaland Web Scraper by NairaLikes: 9:52pm On Jun 26, 2025
jbrennaniii91:
Scraping LinkedIn for emails is a serious challenge these days, I’ve tried it a few times just for research. LinkedIn is especially tough since they block bots fast and use all kinds of anti-bot systems, including persistent captchas. I tried Selenium and some headless browsers, but you spend half your time troubleshooting blocks and the rest trying to parse messy data. Even when you try clever stuff like using Google dorking to find cached profiles, you barely get anything useful before hitting a wall.
I have a way of scraping targeted linkedin emails. If you have a good paying deal for it let me know
Re: How I Built A Nairaland Web Scraper by Omowale2023(m): 11:49pm On Jan 24
DataMina:
Hello everyone. I am a data analyst who enjoys webscraping. Nairaland has been my go to place to keep up with trending news asides Twitter, and being a lover of this platform I decided to build a webscrapper with Selenium and Python.

This scraper is designed to extract the thread topics the count of views, users, and guests from Nairaland.

The Scraped data can be used to develop a power bi report that can be refreshed each time Scraping is done. The published dashboard can be used to morning threads that generate the highest and lowest views. You can check out the project in my GitHub repository:https://github.com/StephDAnalyst/Nairaland
I need your services. Please, how can we chat up privately?
Re: How I Built A Nairaland Web Scraper by Omowale2023(m): 11:50pm On Jan 24
DataMina:
I use a different trick to do it. If you need the service you can let me know
I need your services ooo. But I need it to scrape phon numbers, names and emails. Can you do it. How can I reach you?
Re: How I Built A Nairaland Web Scraper by Prosmobi: 10:31am On Jan 27
airsaylongcome:
Ehhhh...what's the point? How about the OP learning? How about having a visual Dashboard instead of Nairaland bland numbers only without any visual perception of how those numbers compare? I don't get up and make random comments. But to say the OP's work isn't useful is absolutely not correct. It is useful. I find it useful and I'm sure there are loads and loads of non-data science or data engineering folks that will find it very useful
I will like you to teach me how you scrap the data from the website.
Re: How I Built A Nairaland Web Scraper by Kaczynski: 10:55am On Jan 28
airsaylongcome:
OP,

Is it possible to do the "impossible"? Scrape the entire site's content and dump in an LLM
I did this. Trained a tiny LLM on nairaland data sets from 2017-2023 where nairaland users were too political. Ran a bot to demonstrate it in action and it came with multiple bans.


Well-done seun for banning my bot .
Re: How I Built A Nairaland Web Scraper by MaxWalter:
I’ve built similar scrapers, and your approach feels clean and easy to tweak if Nairaland changes its layout. I usually keep small helper functions for pagination so things don’t get messy. Side note: while doing outreach projects, I’ve used a youtube email scraper, and having structured data ready to plug into tools like that makes life smoother.
Re: How I Built A Nairaland Web Scraper by CaraPetersen: 8:42am On Jan 29
I’ve built similar scrapers, and your approach feels clean and easy to tweak if Nairaland changes its layout. I usually keep small helper functions for pagination so things don’t get messy. Side note: while doing outreach projects, I’ve used a youtube email scraper, and having structured data ready to plug into tools like that makes life smoother.
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