You will get clean, structured web data using Python automation, Api, compliant research


Project details
You will receive accurate, well-formatted datasets delivered from publicly available web sources and APIs using Python-based automation and data engineering practices. I focus on legal, ethical, and reliable data collection ā ideal for market research, lead lists (public data only), price monitoring (with permission), and custom ETL into your systems.
šš”šš š ššš„š¢šÆšš«:
1. Clean, deduplicated datasets (CSV / Excel / Google Sheets / JSON)
2. Source list and collection method (APIs, public pages, permitted automation)
3. Basic data cleaning & normalization (formatting, dedupe, validation)
4. Optional: CSV ā Google Sheets upload or database import (small DBs)
šš”šš š ššš„š¢šÆšš«:
1. Clean, deduplicated datasets (CSV / Excel / Google Sheets / JSON)
2. Source list and collection method (APIs, public pages, permitted automation)
3. Basic data cleaning & normalization (formatting, dedupe, validation)
4. Optional: CSV ā Google Sheets upload or database import (small DBs)
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$25
|
Standard
$80
|
Advanced
$150
|
|---|---|---|---|
| Delivery Time | 1 day | 2 days | 3 days |
Number of Pages Mined/Scraped | 5 | 10 | 23 |
Number of Sources Mined/Scraped | 1 | 3 | 5 |
Number of Revisions | Unlimited | Unlimited | Unlimited |
Frequently asked questions
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ST
Sam T.
Mar 17, 2026
Sort Folder of images
Abdul was responsive, efficient and completed my project quickly and did a great job. One of the best freelancers Iāve worked with. Will use again.
ST
Sam T.
Nov 12, 2025
Spreadsheet Duplicate Finder
Abdul did a great job for me. Delivered work on time and I was really happy with what he did and how he presented it.
ST
Stephen T.
Aug 1, 2021
Research NHS FOI email addresses
The work I requested has been successfully completed, great job and will use again
ST
Stephen T.
Jul 4, 2021
Data checking of Companies
Brilliant work
ST
Stephen T.
Jul 1, 2021
Data checking of Companies
This freelancer has understood the requirements perfectly and delivered my company research data quickly. I will be using this freelancer again for my next project.
About Abdul Ahad
Real Estate VA | Lead Generation | Web Scraping | Transcription
100%
Job Success
Wah Cantt, PakistanĀ - 4:58 am local time
I'm Abdul Ahad ā a specialized VA with expertise across four high-demand areas that most freelancers can't combine:
āŖ šššš„ šš¬šššš šš¢š«šš®šš„ šš¬š¬š¢š¬ššš§š
āļø MLS research, CMA reports & property data analysis
āļø CRM management (REsimpli, Podio, Follow Up Boss)
āļø Listing management, seller outreach & transaction coordination
āļø Administrative support for agents, investors & wholesalers
āŖ šššš ššš§šš«ššš¢šØš§
āļø Targeted B2B & real estate lead lists built from scratch
āļø LinkedIn, Zillow, Redfin & cold email prospect research
āļø Skip tracing, contact verification & data enrichment
āļø CRM upload-ready, cleaned & structured deliverables
āŖ šš²šš”šØš§ ššš ššš«šš©š¢š§š
āļø Custom scrapers using BeautifulSoup, Selenium & Scrapy
āļø Real estate portals (Zillow, Redfin, LoopNet, CoStar)
āļø Anti-bot bypass, proxy rotation & scheduled automation
āļø Output in CSV, Excel, JSON or directly into your database
āŖ šš®šš¢šØ & šš¢šššØ šš«šš§š¬šš«š¢š©šš¢šØš§
āļø Accurate transcription of podcasts, interviews & webinars
āļø Meetings, legal proceedings, lectures & YouTube content
āļø Verbatim, clean-read & timestamped formats available
āļø Fast turnaround ā most projects delivered within 24 hours
I don't just complete tasks ā I make sure they're done right the first time. Clear communication, on-time delivery, and attention to detail are non-negotiable for me.
š³šš'š šššš ššššš ššš š° ššš šššš šššš ššš šššš ššššš ššš šš.
Steps for completing your project
After purchasing the project, send requirements so Abdul Ahad can start the project.
Delivery time starts when Abdul Ahad receives requirements from you.
Abdul Ahad works on your project following the steps below.
Revisions may occur after the delivery date.
Review requirements & confirm legal/permission status.
Design collection approach (fall back to permitted page automation).