Draw datasets from within Jupyter.

Related tags

Data Visualization data jupyter drawdata
Overview

drawdata

This small python app allows you to draw a dataset in a jupyter notebook. This should be very useful when teaching machine learning algorithms.

You can get the same tooling from going to calmcode labs but with this library you'll also be able to use it from within jupyter. This will save you a precious tab in the browser.

Installation

Installation occurs via pip.

python -m pip install drawdata

To read the data, pandas is useful:

python -m pip install pandas

Usage

When you run this from jupyter, you should load in an iframe.

from drawdata import draw_scatter

draw_scatter()

Once you're done drawing you can copy the data to the clipboard. After this you can use pandas to read the clipboard to get your drawn data into a dataframe.

import pandas as pd 
pd.read_clipboard(sep=",")
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Comments
  • Configure the number of bins in the histogram

    Configure the number of bins in the histogram

    I understand that this library only returns iframes from the website, but it would be awesome if the plots can be configured for instance to control the number bins in the histogram.

    opened by mazenbesher 1
Releases(0.1.0)
Owner
vincent d warmerdam
Solving problems involving data. Mostly NLP these days. AskMeAnything[tm].
vincent d warmerdam
GitHub https://calmcode.io/labs/drawdata.html
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