Mining + scraping · Kannapolis, NC
Mining and scraping for Kannapolis small businesses
If you sell at the Thursday market, take orders by message and keep a booking sheet, your numbers live in three places. We pull them into one table with a source on every row. Then we add public prices from comparable sellers when a question needs them.
Mining Kannapolis market-day sales into one sheet
The farmers market runs Thursday afternoons from May through September, and it is due to move to a lot on South Oak Avenue. A vendor who tracks sales on a notepad, a phone and a payment app will want a single record before that move, so they can compare the old spot with the new one.
We gather each source into one sheet, label the rows by origin and keep your original files untouched.
Health and wellness practices: bookings, forms, messages
The city says its economy has shifted from textiles toward health and wellness, with a research campus at the center. A massage therapist, trainer or nutrition coach near that crowd usually has intake forms, a booking page and a message thread, each holding part of the customer.
Mining joins them. You see which channel a new client came through and how many bookings each source produced.
Kannapolis' farmers market has a season, so a vendor's year splits into market months and quiet ones. A dated table shows what the quiet months still earn from custom orders and repeat buyers.
Public data for a downtown that is changing
The city is buying the downtown shopping district and plans a market, bike and walking improvements and building renovations. Owners deciding whether to expand, move or hold can ask for scraped public information: nearby listed prices, ratings and review counts.
We collect from public pages, within each site's terms. We record the date we collected, so you know how fresh the numbers are.
Mining for Kannapolis owners with two or three revenue streams
Many sole owners here sell at the market, take custom orders and teach a class or two. Each stream has its own record, its own spelling of customer names and its own rhythm across the year.
We keep the streams apart in a column and together in one table. You see the total, and you also see which stream carries the slow months, which is often the one you have been underrating.
Questions from Kannapolis owners
I only sell on market days. Do I have enough data?
Probably. A few months of sales and a message inbox are enough to build a first table. We tell you on the call what would make it better.
Can you track where customers heard about me?
If the source is in your records, yes. Each row carries a note on where it came from: sheet, inbox, form or a public page.
Is the public data collection legal?
We collect only what any visitor can see, and we follow each site's terms. We skip pages that forbid it. We explain each step in plain words as we go, and you keep the original files.
Sources for the facts on this page: Economic Development, City of Kannapolis · History, City of Kannapolis · Kannapolis Farmers Market, City of Kannapolis
Bring your three piles of records
Book a free call of 15 or 30 minutes. Describe what you track and where, and we will say how we would combine it.