You will get Reddit data extraction & analytics
Project details
I spent the last months developing a suite of tools to analyze Reddit data and combined them together to create a powerful semi-automatic tool to create highly accurate data analytics on Reddit data.
These analytics can be used by researchers, for marketing, for market research, for insights, to validate ideas quickly and much more!
Here's what I offer:
• Filtering for niche topics on a list of subreddits: You pick a list of subreddits and select a goal for this study, I'll arrange NLP and LLMs models to filter for your niche topic out of the thousands of irrelevant posts.
• Extracting json data from the relevant posts and comments, the specific schema for extraction is customizable; You may extract sentiment, entities (dollar amount, days,names, etc..), categories of comparison and much more.
• Cleaning the data into analysis ready data-sets with hierarchical topic modeling for categories if desired
• I can also perform simple analysis on the data for you and provide clean looking charts (made with flourish)
Feel free to reach out!
These analytics can be used by researchers, for marketing, for market research, for insights, to validate ideas quickly and much more!
Here's what I offer:
• Filtering for niche topics on a list of subreddits: You pick a list of subreddits and select a goal for this study, I'll arrange NLP and LLMs models to filter for your niche topic out of the thousands of irrelevant posts.
• Extracting json data from the relevant posts and comments, the specific schema for extraction is customizable; You may extract sentiment, entities (dollar amount, days,names, etc..), categories of comparison and much more.
• Cleaning the data into analysis ready data-sets with hierarchical topic modeling for categories if desired
• I can also perform simple analysis on the data for you and provide clean looking charts (made with flourish)
Feel free to reach out!
What's included $60
These options are included with the project scope.
$60
- Delivery Time 3 days
- Number of Revisions 5
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ML
Mark L.
Apr 18, 2026
Python Developer for Email Automation & Data Extraction
Fast, professional, and reliable. The requirements were understood immediately and delivered exactly what I needed.
ML
Mark L.
Feb 9, 2026
Python Developer for Email Automation & Data Extraction
Outstanding work and very responsive. Very professional and highly recommended. I will work with Karim again.
About Karim
Web Scraping & Automation Expert (Python / Playwright)
Sfax, Tunisia - 2:03 am local time
If a website is heavy with JavaScript, requires complex logins, or constantly changes its layout, I know exactly how to navigate and scrape it reliably without the script breaking.
My Core Automation Services:
-Browser Automation (Playwright): Automating complex, multi-step web forms (like booking systems or highly secure government portals) using headless browsers and dynamic fallback selectors.
-Advanced Web Scraping: Extracting clean, structured data (JSON, CSV, databases) from complex, JS-heavy sites where standard scraping tools fail.
-API & Backend Integrations: Connecting your scraped data directly to your CRM, custom backend (FastAPI/Supabase), or OpenAI for automated processing.
-Email & HTML Parsing: Building automated workflows to monitor inboxes, parse complex HTML emails, and trigger data extraction.
Recent Project Highlights:
-Email Automation & Data Extraction: Developed custom Python scripts to automatically monitor client inboxes, parse complex HTML emails, and accurately extract valuable data elements to streamline daily workflows (Two 5-star completed contracts).
-Government Portal Automation: Built a secure Playwright script to navigate a highly protected French government site, utilizing backup selectors to ensure the tool kept running even when the UI changed.
-Mass Scale Data Extraction: Scraped and analyzed over 200,000 Reddit posts and university websites to build enriched, high-quality lead databases.
-End-to-End Tools: Need a frontend for your new automation? I also build complete web and mobile apps using Flutter, React, and Next.js (like an automated admin app I built for local tutors).
I am highly responsive and always take the time to inspect the technical requirements before I start writing code, ensuring you get the fastest and most stable solution possible.
Send me a message with your target website or automation idea, and let's discuss how we can build it.
Steps for completing your project
After purchasing the project, send requirements so Karim can start the project.
Delivery time starts when Karim receives requirements from you.
Karim works on your project following the steps below.
Revisions may occur after the delivery date.
Data Fetching
I fetch all the required data for the subreddits you requested analysis on.
Creating a golden dataset
I create a human-verified dataset (filtered from real Reddit data) of around 1000-2000 items to train NLP and LLM models on.