From the course: 15 ChatGPT Tips for Everyday Data Analysis
How to audit spreadsheets with ChatGPT - ChatGPT Tutorial
From the course: 15 ChatGPT Tips for Everyday Data Analysis
How to audit spreadsheets with ChatGPT
Before you start diving into your analysis, you need to audit your data. In this video, I'll show you how to use ChatGPT to audit your spreadsheets and quickly detect any inconsistencies, errors, or missing data. For example, here we have a customer data set that we just inherited from a coworker, and we need to analyze it ASAP. At first glance, everything looks fine, so it's tempting to start diving into this analysis, but if there are any hidden issues in this data, our analysis would be completely wrong. Instead of spending hours auditing, let's see if ChatGPT can help. Open ChatGPT and enter the prompts, audit this data, and identify any errors in the data, missing values, duplicate entries, inconsistencies, et cetera. Then upload the data by clicking the plus icon, choosing add images and files, and selecting the workbook. Send off the prompt, and within seconds, ChatGPT scanned the entire data set and returned a complete audit report. It reviewed and broke down the data structure and identified three different issues. Missing e-mail addresses, duplicate values, formatting errors, and even provided a summary of all the problems it found. This just saved us. Next, let's get these results back to Excel so we can start addressing these issues by telling ChatsDBT, export a fully audited Excel file. Download the new file, and now we have our original data table with audit flags so we can easily review rows containing issues, plus a full audit summary table. This just saved us from a completely wrong analysis.
Practice while you learn with exercise files
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Contents
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Getting started: ChatGPT and spreadsheets1m 40s
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How to audit spreadsheets with ChatGPT1m 21s
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How to fill missing values with ChatGPT1m 11s
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How to fix inconsistent text data with ChatGPT1m 18s
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How to merge multiple spreadsheet files with ChatGPT1m 27s
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How to create date-based fields with ChatGPT1m 33s
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How to group, sort & filter data with ChatGPT1m 17s
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How to flag rows based on conditions with ChatGPT1m 6s
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How to write formulas with ChatGPT1m 16s
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How to debug formulas with ChatGPT1m 28s
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How to calculate statistics with ChatGPT1m 25s
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How to create pivot tables with ChatGPT1m 11s
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How to analyze data & create charts with ChatGPT1m 12s
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How to create python charts in excel with ChatGPT1m 12s
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How to compare datasets with ChatGPT1m 12s
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How to forecast data with ChatGPT1m 12s
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