A Data Science Package written in python.
Project description
XamPy
Links
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
RECOMMENDED USE WITH A VIRTUAL ENV
pip install virtualenv
python -m virtualenv venv
venv\Scripts\activate
pip install xampy
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!
Project details
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Source Distribution
XamPy-0.1.4.2.tar.gz
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