CSV Data Cleaner & Analyzer — A Python script I built that cleans messy CSV data (missing values,...CSV Data Cleaner & Analyzer — A Python script I built that cleans messy CSV data (missing values,...
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CSV Data Cleaner & Analyzer — A Python script I built that cleans messy CSV data (missing values, inconsistent formatting, duplicates) and generates summary statistics plus a chart using pandas and matplotlib. This is the kind of work I do for clients who need spreadsheets organized and ready to use.
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Mo's avatar
Data quality is the silent prerequisite for any good analysis. Messy CSVs — inconsistent formats, duplicates, missing values — introduce noise that can flip conclusions. One thing worth adding: a column-level missing value report before and after cleaning helps catch where...
Dee's avatar
Perfect Python script. You should also consider checking out OpenRefine, as it is very effective for data cleaning and handles duplicate records particularly well.
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