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One CSV cleanup rule I use: a repeated ID is not automatically a duplicate.In my original Python demonstration, ID B02 appears with values 20 and 25. Both rows go to review instead of silently choosing one. An exact duplicate is separated, and a legitimate zero stays zero. Six synthetic input rows become two accepted rows plus four retained review records.I’ve opened a small CSV-cleanup service on Contra: a typical $100 scope covers one CSV up to 5,000 rows and 10 columns, with a cleaned file, a review log and a short handoff. Target: two business days after the sample and rules are agreed. AI-assisted development, with explicit checks.The example is synthetic, not client work. Send a short description and a non-sensitive sample through Contra for a scoped quote:https://contra.com/s/EBmcc77W-csv-cleanup-with-a-clear-duplicate-review-log
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A client needed their books cleaned up from the company's inception and monthly financial reports for the current year.
we enjoyed and learned alot while doing this project .. more to come🙌
Messy books in. Clean books out. 📊
This is a simple before/after of a bank reconciliation (sample figures, no client data). Before: a duplicate payment and a missing entry left the books out by KES 13,650. After: both fixed, and the difference is KES 0.00.
This is the kind of work I do for small businesses every month:
✅ Bank and account reconciliations
✅ Accounts payable and receivable
✅ Invoice and payment processing
✅ Month-end support and financial reporting
This is a great example of how proper bookkeeping makes a real difference! Clean reconciliations lead to more accurate records and better financial decisions. 👏📊
💡 If you could automate ONE task in your business, what would it be?
Imagine getting back a few hours every week without hiring another person. 🚀
Maybe it’s:
🤖 Answering customer questions automatically
📊 Collecting leads without manual searching
📧 Sending follow-up emails to potential clients
🧪 Tr westing youebsite to catch bugs before customers do
📋 Organizing repetitive daily tasks
As a Computer Science graduate working with Python, AI automation, and software testing, I love finding ways to make everyday work simpler and more efficient.
I'm curious 👇
What's ONE repetitive task you wish you could stop doing manually?
Tell me in the comments! Maybe there's a smarter way to do it. 👀
#Python #AIAutomation #SmallBusiness #Productivity #Contra
