This is a pre-production deployment of Warehouse, however changes made here WILL affect the production instance of PyPI.
Latest Version Dependencies status unknown Test status unknown Test coverage unknown
Project Description

(B)rowser (O)f (A)rbitrary Data - a Python browser of data. The goal is to create a simple tool for scientists / data miners to browse and plot various data sources in one simple environment.

It’s a library, as well as a set of tools.

Concepts

  • uri - boadata tries to support odo URIs
  • data object - wrapper around basic data types (a.k.a odo.resource but with wrapper)
  • data tree - browseable that can contain nodes (some of the nodes can be data objects)
  • data conversion - between different object types
  • view - visual representation of a data objects

Executables

Run command –help to see full list of options

  • boadescribe <uri> - show basic info about a data object (in command-line)
  • boatree <uri> - list nodes in a data tree
  • boaplot <uri> <colx> <coly> - scatter plot of two columns (colx,y can be expressions like x**2, sqrt(y+2*exp(-x)) etc.)
  • boahist <uri> <col> - histogram of a column
  • boadata [<uri>] - full gui with a tree
  • boatable <uri> - show tabular representation of a dataobject (GUI)
  • boacat <uri> - print tabular representation of a dataobject (command-line)
  • boaview <uri> - show a tabbed window with all available views for the dataobject

Status

  • in (slow) development

Requirements

  • PyQt4 (to become optional / replaceable with PySide/PyQt5)
  • odo
  • pandas
  • numpy
  • numexpr
  • click
  • tabulate
  • six (perhaps to be removed)
  • blinker (perhaps to be removed)
  • h5py (optional)
  • sqlalchemy (optional)
  • pyqtgraph (to be removed)
  • matplotlib (to become optional)
  • bokeh (to become optional instead of matplotlib)
  • seaborn
  • pandas_profiling (optional - dataframe summaries)
  • Python 3.4+

Supported formats and sources

  • File system tree
  • HDF5
  • CSV (including web links)
  • SQL based on SqlAlchemy (sqlite supported)
  • pydataset datasets
  • seaborn datasets
  • MATLAB .fig files

Supported GUI views

  • Table
  • Histogram
  • Scatter / line plot
  • Text view
  • Summary (from pandas_profiling)
Release History

Release History

0.3.5.1

This version

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0.3.5

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0.3.4.2

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0.3.4.1

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0.3.4

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0.3.3

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0.3.2

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0.3.0

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0.2.9

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0.2.8

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0.2.7

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0.2.6

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0.2.5

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0.2.4

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0.2.3

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0.2.2

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0.2.1

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0.2

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0.1

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Download Files

Download Files

TODO: Brief introduction on what you do with files - including link to relevant help section.

File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
boadata-0.3.5.1.tar.gz (31.9 kB) Copy SHA256 Checksum SHA256 Source Mar 4, 2016

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