Web Scraping — Any Site to Clean CSV, Excel, or Dashboard by David BroweleitWeb Scraping — Any Site to Clean CSV, Excel, or Dashboard by David Broweleit
Web Scraping — Any Site to Clean CSV, Excel, or DashboardDavid Broweleit
Cover image for Web Scraping — Any Site to Clean CSV, Excel, or Dashboard
You name the site and the fields you need. I deliver a clean CSV or Excel file — and the scraper that produced it, documented, so you can re-run it yourself.
What you get: structured data with prices parsed to numbers, ratings normalised, and missing fields flagged rather than silently dropped. The source code is yours, so you're never locked to me.
Why my scrapers don't rot: every field that fails to parse is counted and reported on each run. If the target site changes its markup, you get a loud warning instead of quietly corrupted data. That means you can trust a scheduled run you're not watching.
Typical turnaround is 2-4 days for a one-off pull. Optional add-on: a dashboard on top of the data, with KPI cards, charts, and filterable tables.
I only scrape publicly accessible data and respect robots.txt and site terms. If a target looks legally risky, I'll tell you before you spend money.
See the full pipeline — scraper to SQLite to REST API to dashboard, 1,000 products across 50 categories: github.com/DavidBroweleit/scrape-to-dashboard
Python · BeautifulSoup · SQLite · Flask · Chart.js
Starting at$150
Duration1 week
Tags
Data Scraper
Service provided by
David Broweleit Ellensburg, USA
Web Scraping — Any Site to Clean CSV, Excel, or DashboardDavid Broweleit
Starting at$150
Duration1 week
Tags
Data Scraper
Cover image for Web Scraping — Any Site to Clean CSV, Excel, or Dashboard
You name the site and the fields you need. I deliver a clean CSV or Excel file — and the scraper that produced it, documented, so you can re-run it yourself.
What you get: structured data with prices parsed to numbers, ratings normalised, and missing fields flagged rather than silently dropped. The source code is yours, so you're never locked to me.
Why my scrapers don't rot: every field that fails to parse is counted and reported on each run. If the target site changes its markup, you get a loud warning instead of quietly corrupted data. That means you can trust a scheduled run you're not watching.
Typical turnaround is 2-4 days for a one-off pull. Optional add-on: a dashboard on top of the data, with KPI cards, charts, and filterable tables.
I only scrape publicly accessible data and respect robots.txt and site terms. If a target looks legally risky, I'll tell you before you spend money.
See the full pipeline — scraper to SQLite to REST API to dashboard, 1,000 products across 50 categories: github.com/DavidBroweleit/scrape-to-dashboard
Python · BeautifulSoup · SQLite · Flask · Chart.js
$150