I will automate web scraping with BeautifulSoup & Selenium

Ajagun Samuel

Starting at

$

20

/hr

About this service

Summary

I will automate your web scraping and data mining using Python, BeautifulSoup, and Selenium, delivering clean, structured data and a custom interactive dashboard. What makes my service unique is the end-to-end solution I provide: I don't just hand over data files, but also perform analysis and build a deployed Streamlit web app, transforming raw data into an actionable, decision-making tool for your team.
I specialize in creating robust scraping solutions that handle dynamic content, JavaScript-heavy sites, login barriers, and pagination. Beyond extraction, my service includes data cleaning, insightful analysis to highlight trends and opportunities, and the development of a fully deployed interactive application. This ensures you receive not just data, but a clear, accessible understanding of it, ready to drive your strategy forward.
Tech Stack: Python | BeautifulSoup | Selenium | Pandas | Streamlit | Requests | Regex

FAQs

  • What if the website I need to scrape has anti-bot protection?

    I have extensive experience using Selenium to mimic human behavior and bypass common anti-bot measures. We can discuss the specific site during the scoping phase to confirm feasibility.

  • How do you handle data cleaning?

    I use Python libraries like Pandas to ensure data is consistent, de-duplicated, and properly formatted (e.g., correct date formats, standardized categories) before it's delivered or loaded into your dashboard.

  • Can I update the data in the Streamlit app myself?

    Absolutely. The delivered script can be re-run to fetch new data. I can also design the app to allow for manual CSV uploads or even automate scheduled updates, depending on your requirements.

  • What do you need from me to start the project?

    I primarily need the URLs of the target websites, a list of the specific data points you want to collect, and your preference for the final output (e.g., app features, data format).

What's included

  • Interactive Data Dashboard & Web App

    Data in a spreadsheet is static. I transform your scraped data into an interactive Streamlit web application. This allows you and your team to filter, sort, search, and visualize the data through a simple, secure web link, and no coding required. It turns your data into a dynamic, decision-making tool.

  • Clean, Structured Data & Initial Analysis

    The scraped data will be delivered cleaned and structured. I'll also provide an initial analytical summary - identifying key patterns, trends, and insights to give you immediate value from the data.

Recommendations

(5.0)

Aderonke Adewoyin

Client • Oct 11, 2025

Recommended

Working with Ajagun Samuel has been a game changer for my clothing brand. He completely transformed my Shopify store, from setting up my product collections to optimizing the entire shopping experience for my customers. Everything now looks sleek, professional, and perfectly aligned with my brand’s identity. What truly sets Samuel apart is how he integrated AI automation into my business. He built powerful marketing and workflow automations using n8n and AI agents that now handle tasks like c

Skills and tools

Database Engineer

Data Scientist

Data Scraper

BeautifulSoup

BeautifulSoup

Matplotlib

Matplotlib

pandas

pandas

Python

Python

Scrapy

Scrapy

Industries

Agriculture & Natural Resources