You will get a reliable Python automation for web scraping, APIs, and Excel
Rising Talent
Project details
You will receive a reliable, maintainable Python automation for one clearly defined workflow. I can scrape structured data from a public website, connect a REST API, process Excel or CSV files, or automate a repetitive task. The starter package covers one source and up to 10 pages, with clean output in Excel or CSV, basic validation, error handling, and setup instructions. Before development, I confirm the inputs, expected fields, output format, and success criteria. I focus on practical solutions that save time and are easy to run and maintain. Please contact me before ordering if the website requires login, uses advanced anti-bot protection, or the workflow includes multiple systems.
Data Tool
PythonWhat's included $45
These options are included with the project scope.
$45
- Delivery Time 3 days
- Number of Pages Mined/Scraped 10
- Number of Sources Mined/Scraped 1
- Number of Revisions 1
About Peng
Python Web Scraping & Automation | Chinese Data Specialist
Chengdu, China - 3:25 am local time
As a native Chinese developer, I can read Chinese interfaces, field labels, business terminology, and source content directly. This is especially useful for Chinese supplier research, school and location data, public directories, maps, e-commerce data, and Mandarin-language research.
What I can help with:
• Web scraping with Requests, Beautiful Soup, and Scrapy
• Dynamic browser automation with Playwright and Selenium
• Pagination, login workflows, file downloads, and structured extraction
• REST API integration and JSON processing
• Data cleaning, normalization, deduplication, and validation
• Excel, CSV, JSON, PostgreSQL, and Google Sheets delivery
• Logging, retries, checkpoints, screenshots, and audit reports
Verified portfolio demonstrations:
• Processed 1,732 public location records into 1,571 normalized records and delivered a validated 1,000-row Excel/CSV dataset with a source URL for every row.
• Completed 4/4 Playwright browser workflows with 14 validation checks passed, structured logs, screenshots, and trace files.
• Scraped and validated 100 public product records with 100 valid prices, 100 unique URLs, and no blank titles.
• Processed 6 city records through two chained REST APIs with 12 successful requests and zero failed records.
For dynamic or protected websites, I first evaluate the page structure, access requirements, rate limits, and CAPTCHA restrictions. If a website changes, I can update selectors and extraction logic, provided the required access remains authorized and technically available.
Send me the target website, required fields, estimated record count, and preferred output format. I will recommend a practical approach before development begins.
Steps for completing your project
After purchasing the project, send requirements so Peng can start the project.
Delivery time starts when Peng receives requirements from you.
Peng works on your project following the steps below.
Revisions may occur after the delivery date.
Confirm scope and output
I review the source, required fields, output format, and success criteria before development.
Build and test the automation
I develop the Python solution, validate the results, handle common errors, and prepare the final files.