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Analytics library

Project description

# Lantern
(analytics was too general a name..)

An orchestration layer for plots and tables, dummy datasets, research, reports, and anything else a data scientist might need.

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## Plotting
Abstracts away the nuances of individual charting libraries by providing a single `plot` command with library specific kwarg introspection.

### Dummy data
![](https://raw.githubusercontent.com/timkpaine/lantern/master/docs/preview.gif)

### Plot command
![](https://raw.githubusercontent.com/timkpaine/lantern/master/docs/preview2.gif)

## Advanced Plotting
![](https://raw.githubusercontent.com/timkpaine/lantern/master/docs/plot2.png)
![](https://raw.githubusercontent.com/timkpaine/lantern/master/docs/plot1.png)

## Grids
The same.

## Jupyter Integration
Single-command code-less exporting for report generation.
```python
import lantern.extensions
lantern.extensions.export_pdf('my_notebook.ipynb') # my_notebook.pdf
lantern.extensions.export_html('my_notebook.ipynb') # my_notebook.html
```
Or install the plugins to use directly from JupyterLab
![](https://raw.githubusercontent.com/timkpaine/lantern/master/docs/export.png)

## Dummy datasets
- Lines
- Scatter
- Scatter3d
- Bubble
- Bubble3d
- Pie
- Bars
- Open, high, low, close
- Open, high, low, close, volume
- Box
- Histogram
- Surface
- Sinwave
- Scattergeo
- Choropleth
- Stock
- Regression
- Blobs
- Classification
- Multilabel classification
- Gaussian
- Hasti
- Circles
- Moons
- Biclusters
- S Curve
- Checker
- Friedman
- Friedman 2
- Friedman 3

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