Mining + scraping · Cary, NC
Mining and scraping for Cary businesses
Cary runs on festivals, from Lazy Daze to Diwali to the Dragon Boat weekend. Each one fills your register, your inbox and your booking sheet at once. We gather those records into one table so you can compare festival weekends with each other and with an ordinary Saturday.
Mining Cary festival weekends into a single table
Lazy Daze has closed downtown roads since 1976, and the town also hosts Spring Daze, Ritmo Latino and the Lantern Festival. A vendor or shop near any of them handles an unusual crowd, often with a card reader, a cash box and a pop-up order form.
We export each source, align the dates and tag every row. After that, one festival against another is a filter on a sheet instead of an afternoon with receipts.
A booth at a big festival can sell out by noon, which hides demand you could not meet. Rows with a time stamp, when your reader provides one, show the hour the stock ran short.
Scraping public prices around Cary's large customer base
With a population above one hundred seventy thousand, Cary has many businesses in every category, and customers compare them. A small script reads public pages for similar businesses and notes listed prices, ratings and review counts, along with the day we looked.
Public pages only, and each site's terms apply. We skip anything behind a login.
Tutors, studios and home-service firms
Many Cary owners sell time, not goods: tutoring, dance, lawn care, cleaning. Their records sit in a scheduling tool, an invoice app and a stack of replies to parent or homeowner emails.
Mining joins those into one table, so you can see which service lines book repeat customers and which spend most of their time on first visits.
Add a column for the type of job and the table also shows average visit length against what you charge, using only what your invoices already say.
After the table: cleaning and a clear count
Expect messy names after you join sources, such as a parent who appears under two emails. The cleaning stage merges them so a count of repeat customers is believable.
You can then ask harder questions, like which festival brought customers who came back in the months after it.
Questions from Cary owners
Can the table tell me which festival was worth the booth fee?
If your sales rows carry dates, yes. We tag each festival weekend, so you can compare revenue and new customers across them.
I teach classes out of a rented space. What would we mine?
Your sign-up forms, payment records and the emails parents send. Together they show who attends, who pays late and who refers friends.
Do you contact my competitors?
No. We read public pages anyone can open, the same way a customer would, and we follow each site's terms.
Sources for the facts on this page: Cary, North Carolina, Wikipedia
Send us your festival calendar and your apps
Book a free call of 15 or 30 minutes on the contact page. If you prefer an in-person meeting, say so in the form.