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pandas meets seaborn meets flask in a python-based data exploration tool

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Data Exploration Tool

Reads in a csv, tsv, or Excel file with optionally specified index and label field, then presents summary statistics on the data set in addition to bivariate and univariate analysis for each variable/ pair of variables.

See a running demo at: http://adegene.com/dataexplorer

Dependencies:

  • pandas
  • numpy
  • seaborn
  • scipy
  • jsonpickle
  • flask
  • xlrd
  • Python 3.5 (other versions are untested as of now)

Supported data formats:

  • csv
  • tsv
  • xls
  • xlsx

To run locally:

  • Clone the repository
  • Create a file keys.py under /configuration with a single variable: SECRET_KEY = '' (insert a random secret key - see Flask documentation)
  • export FLASK_APP=app.py
  • python -m flask run

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