Outlier Removal Project 2 UCS633
Submitted By:kunal bajaj roll no : 101703297
pypi: https://pypi.org/project/outlier-removal-101703297
In statistics, an outlier is an observation point that is distant from other observations.
Interquartile Range Method is used which mean if a data point lies below lower_quartile-1.5iqr or above upper_quartile+1.5iqr then it is a outlier
Installing the package
Run the following command to install from command line:
pip install outlier-removal-101703297
In Command Prompt:
>> remove-outliers data.csv
In Python IDLE:
>>> from outlier_removal.outlier import remove_outliers
>>> new_file = pd.read_csv('input_data.csv')
>>> remove_outliers(new_file)
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## Output
Will shows the removed outliers
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Release files for outlier-removal-101703297 1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
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| outlier-removal-101703297-1.0.tar.gz | 2.4 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| outlier_removal_101703297-1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 6.2 kB
Release files / outlier-removal-101703297-1.0.tar.gz
| Download URL | outlier-removal-101703297-1.0.tar.gz |
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| Size | 2.4 kB |
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Release files / outlier_removal_101703297-1.0-py3-none-any.whl
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| Size | 3.8 kB |
| Tags | Python 3 |
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