Data analysis · Concord, NC
Data analysis for Concord downtown shops
A Union Street shop sees the crowd on Halloween and the trolley days, then wonders whether the crowd bought anything. We take your sales records and answer that one question, with the formula written beside each result.
Concord data analysis starts with the calendar
Shops in downtown Concord take part in the Candy Crawl, and the Small Business Saturday Holiday Trail links stores by trolley. Neither event tells you how many visitors ended up as orders.
So we start there. You pick the event, we pick the comparison: orders divided by visits on event days against the same measure on plain weeks. The result is one rate for each, and you see both formulas.
A worked comparison for a Union Street shop
Say a gift store logged four inquiries after the trolley weekend and three turned into orders. That is 3 orders ÷ 4 leads, a rate of 75%. Your own counts will be bigger, and we run them the same way, one channel or one weekend at a time.
Then we add the average order. A busy day that sells many small candles can bring in less than a quiet day with two large gifts, and the order rate alone hides that. We show you both numbers and tell you which one answers your question.
What your numbers can and can't say about downtown
Some questions need more history than a shop has. A Social District or a Main Street program changes foot traffic, and one season of records may be too thin to separate that from weather. When that happens we say so, and we name what to start writing down this month.
The Rowan-Cabarrus Small Business Center in downtown Concord offers free, confidential counseling. We work on the numbers; the center can help with the rest of the plan.
After the answer, a chart you can read
Once the comparison is settled, the next stage turns it into a chart you can read at a glance and show a partner or a seasonal hire. The chart traces back to the records that produced it. Nothing in it is a guess, and nothing in it needs a statistics course to follow, which keeps a busy owner from skimming past the point.
Questions from Concord owners
Can you compare my holiday weekend with last year's?
Yes, if you kept records for both. We line up the same measure on each weekend and show the formula. If last year's records are thin, we tell you what the gap means for the answer.
I run a shop near Union Street. Is my data too small?
Small is fine for a question about one shop. A few dozen orders can answer which weekend sold best. We tell you when a sample is too small to trust, and what to log next.
Do I need a spreadsheet expert on my side?
No. Bring what you have, even a notebook of receipts. Cleaning comes before analysis, so we tidy the table first and then work from it.
Sources for the facts on this page: Downtown Concord, Concord Downtown Development Corporation · About the Small Business Center, Rowan-Cabarrus Community College
Bring your event-week records to Concord
Tell us the weekend you want to understand. A free call of 15 or 30 minutes is booked on the contact page, and anyone who prefers to meet in person can say so in the form.