Science Score: 13.0%
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (13.5%) to scientific vocabulary
Keywords
Repository
Data Exploration Terser
Basic Info
Statistics
- Stars: 9
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 3
Topics
Metadata Files
README.md
dexter
data exploration terser
What is dexter?
dexter is a lightweight Python package built on top of numpy and pandas that allows fast data exploration for multiple structured table files in a folder. It's a high-level tool suitable for a first contact with a dataset composed of multiple dataframes.
Features
- Importing multiple table files with readm_csv()
- Saving DataFrames and Names with the FrameMap class
- Applying pandas methods to multiple DataFrames at once
Installing
PyPI:
sh
pip install dexter
https://pypi.org/project/dexter/
Usage
Importing dexter:
python
import dexter as dxt
Reading multiple dataframes in a folder:
python
dataframes = dxt.readm_csv("./folder/")
Displaying results:
python
dataframes.display()
Out:
df1
| col1 | col2 | col3 |
| 0 | value1 | $3 |
| 1 | value2 | $5 |
| 2 | value3 | $7 |
df2
| first | second | third |
| 0 | one | 17% |
| 1 | two | 19% |
| 2 | three | 23% |
Names and Frames
python
names = dataframes.names
frames = dataframes.frames
Multiple Dataframes Types
python
dataframes.dtypes()
Multiple Missing Values
python
dataframes.multiple_missing()
Multiple Descriptions
python
dataframes.describe()
For more concrete examples, check the notebook
Contributing
- Fork it (https://github.com/igormagalhaesr/dexter)
- Create your feature branch (
git checkout -b feature/fooBar) - Commit your changes (
git commit -am 'Add some fooBar') - Push to the branch (
git push origin feature/fooBar) - Create a new Pull Request
Dependencies
License
Distributed under the BSD 3 license. See LICENSE.txt for more information.
Contact
Igor Magalhaes – @igormagalhaesr – igormagalhaesr@gmail.com
Owner
- Name: Igor Benav
- Login: igorbenav
- Kind: user
- Location: Rio de Janeiro
- Company: @purple-metrics
- Website: benav.io
- Repositories: 14
- Profile: https://github.com/igorbenav
Working with data and back-end.
GitHub Events
Total
Last Year
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 0
- Total pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: 31 minutes
- Total issue authors: 0
- Total pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
- lucasfcnunes (2)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- ipython >=7.27.0
- numpy >=1.20.1
- pandas >=1.2.4