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!
1 maintainer
Release files for XamPy 0.1.4.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| XamPy-0.1.4.2.tar.gz | 5.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| XamPy-0.1.4.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 11.4 kB
Release files / XamPy-0.1.4.2.tar.gz
| Download URL | XamPy-0.1.4.2.tar.gz |
|---|---|
| Size | 5.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.4.1 importlib_metadata/3.7.3 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.9.2
|
Release files / XamPy-0.1.4.2-py3-none-any.whl
| Download URL | XamPy-0.1.4.2-py3-none-any.whl |
|---|---|
| Size | 6.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
653cf677eea70b37102a15aa173eadd47366eee2947e60c17b82894e245c1489
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.4.1 importlib_metadata/3.7.3 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.9.2
|
