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| 1 | +# Cleaning Data in Python |
| 2 | + |
| 3 | +```Data almost never comes clean``` |
| 4 | + |
| 5 | +## Common Data Problems |
| 6 | + |
| 7 | +* Inconsistent column names |
| 8 | +* Missing data |
| 9 | +* Outliers |
| 10 | +* Duplicate Rows |
| 11 | +* Untidy |
| 12 | +* Column type can signal unexpected data values |
| 13 | + |
| 14 | +### Files |
| 15 | + |
| 16 | +* [Exploring_Data.ipynb](https://github.com/Rion5/Python_Data_Science/blob/master/Cleaning_Data_in_Python/Exploring_Data.ipynb) |
| 17 | +* [Tidying_Data_for_Analysis.ipynb](https://github.com/Rion5/Python_Data_Science/blob/master/Cleaning_Data_in_Python/Tidying_Data_for_Analysis.ipynb) |
| 18 | +* [Combining_Data_for_Analysis.ipynb](https://github.com/Rion5/Python_Data_Science/blob/master/Cleaning_Data_in_Python/Combining_Data_for_Analysis.ipynb) |
| 19 | +* [Cleaning_Data_for_analysis.ipynb](https://github.com/Rion5/Python_Data_Science/blob/master/Cleaning_Data_in_Python/Cleaning_Data_for_Analysis.ipynb) |
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