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A Data Science Package written in python.

Project description

XamPy

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Information

XamPy is a Data Science Package written in Python.

Features

  • Simplifying the process of analyzing data
  • User-Friendly command based sripting package

Packages Used

XamPy uses a number of open source projects to work properly:

  • Pandas - Data manipulation tool for python
  • Numpy - awesome tool for matrix/array mathmatics
  • MatPlotLib - tool for graphing in python
  • vaderSenitment - tool for senitment anaylsis of social media
  • nltk - natural language processing and text mining
  • textblob - sentiment analysis on a larger size of text
  • datetime for date manipulation

Installation

pip install xampy
or
pip3 install xampy

Contributors and Contributions

IF YOU ARE A CONTRIBUTOR AND ARE NOT LISTED PLEASE EMAIL Max Paul or submit a new issue.

  • Max Paul
    • Lead Contributor/Founder
    • Bachelor Of Science In Data Science from Bryant Unversity.
    • Software engineer by day for TJX.

Example Use

import xampy as xp

# reading data and showing information
data = xp.makeData('topcsv.csv')
xp.showInfo(data)

# dropping all the rows that contain nulls get dropped
data = xp.dropnaDim(data,'row')

#counting missing data to show all values have been dropped
xp.countMissing(data)

#conducting sentiment analysis on the text data
data = xp.socialSentiment(data,'Content')

#showing the new dataframe
data.head(10)





License

MIT

Free Software, Hell Yeah!

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