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I will python web scraping, python data extraction, python analysis on jupyter notebook
Data Analyst, Dashboard Design, Excel VBA, Python, Scraping
I am a Data Analyst and Data Scientist who helps businesses turn raw data into clear, actionable insights. I specialize in data cleaning, analysis, visualisation, and basic predictive modelling using ...
About this Gig
Need accurate data pulled from the web & analyzed fast?
You're in the right place.
I deliver professional Python web scraping, Python data
extraction, data mining & Jupyter Notebook data analysis
turning raw web data into clean, structured & insight-ready
outputs for your business or research.
WHAT YOU GET:
Python web scraping from any public website
Python data extraction & structured output
Data analysis on Jupyter Notebook with visuals
Data mining, formatting & clean-up included
Multi-source & multi-page scraping at scale
CSV, Excel & PDF delivery ready outputs
PERFECT FOR:
Businesses building lead & market datasets
Researchers extracting & analyzing web data
Analysts needing clean Python-powered output
E-commerce, finance & operations teams
WHY CHOOSE ME:
Python-powered BeautifulSoup, Scrapy, Selenium
Clean Jupyter Notebook code & documentation
Handles dynamic & JavaScript-heavy websites
Fast delivery with structured clean output
All packages include formatting,
clean-up & revisions.
Not sure if this is the right fit? Just send me a message I'm happy to help you figure it out before you order.
Technology:
Python
•
Google Sheets
•
Excel
•
Selenium
•
Beautiful soup
Technique:
Automated
FAQ
What websites can you scrape using Python?
I can scrape most public websites including e-commerce platforms, business directories, job boards, real estate listings, news sites, product catalogues and social platforms. If your target site has heavy bot protection or requires login access, message me first and I will confirm feasibility before
What Python tools do you use for web scraping and data extraction?
I use BeautifulSoup for static HTML scraping, Scrapy for large-scale multi-page extraction and Selenium or Playwright for dynamic, JavaScript-rendered websites. The right tool is selected based on your target site's structure and complexity.
What is Jupyter Notebook data analysis and what does it include?
Jupyter Notebook analysis means your extracted or uploaded dataset is analyzed using Python inside a documented, interactive notebook. Deliverables include clean code, Pandas-based data exploration, visualizations using Matplotlib or Seaborn and a written summary of findings, all exportable as PDF
Can you handle JavaScript-heavy or dynamically loaded websites?
Yes. I use Selenium and Playwright to scrape dynamic pages including infinite scroll, dropdown-loaded content, tab-rendered data and pages that require browser interaction before data appears in the source code.
What is data mining and is it included in all packages?
Data mining means filtering, categorizing and extracting meaningful patterns from raw scraped data before delivery. It is included in the Standard and Premium packages and produces significantly cleaner and more structured output ready for direct use or further analysis.
What output formats do you deliver?
Scraped and extracted data is delivered in clean CSV or Excel format by default. Jupyter Notebook analysis is delivered as an IPYNB file with full code and as a PDF export. JSON or Google Sheets format is available on request — mention it when ordering.
How do you define one source and one page scraped?
One source equals one website domain. One page equals one URL or listing page within that site. For example, extracting 200 product pages from a single e-commerce site equals 1 source and 200 pages scraped regardless of how many columns of data each page contains.
Can you build a reusable Python scraping script I can run again?
Yes. Reusable, well-commented Python scraping scripts are available as a custom order. The script runs on demand each time you need fresh data without requiring manual intervention. Message me with your requirements and I will provide a custom quote and timeline.
Can you analyze data I already have, not just scraped data?
Yes. If you already have a dataset in CSV or Excel format and only need Jupyter Notebook analysis, I can work directly with your existing file. Simply upload it when placing your order and describe your analysis objective clearly.
What if the website blocks or restricts scraping?
I use rotating proxies, custom request headers, rate limiting and delay techniques to handle basic bot detection. For heavily protected sites using Cloudflare or advanced CAPTCHA systems I will notify you upfront before starting and discuss alternative extraction methods or feasible workarounds.
