Streamlit component for Let's-Plot visualization library

Last update: Nov 03, 2022

Overview

streamlit-letsplot

This is a work-in-progress, providing a convenience function to plot charts from the Lets-Plot visualization library.

Example usage

import streamlit as st
from streamlit_letsplot import st_letsplot
import numpy as np
import lets_plot
from lets_plot import *

np.random.seed(12)
data = dict(
    cond=np.repeat(['A','B'], 200),
    rating=np.concatenate((np.random.normal(0, 1, 200), np.random.normal(1, 1.5, 200)))
)

a = ggplot(data, aes(x='rating', fill='cond')) + ggsize(500, 250) \
+ geom_density(color='dark_green', alpha=.7) + scale_fill_brewer(type='seq') \
+ theme(axis_line_y='blank')

# plots any Let's Plot visualization object
st_letsplot(a)

You might also like...

a python function to plot a geopandas dataframe

Pretty GeoDataFrame A minimum python function (~60 lines) to draw pretty geodataframe. Based on matplotlib, shapely, descartes. Installation just use

27 Dec 5, 2022

Small project to recursively calculate and plot each successive order of the Hilbert Curve

hilbert-curve Small project to recursively calculate and plot each successive order of the Hilbert Curve. After watching 3Blue1Brown's video on Hilber

2 Nov 15, 2021

Getting started with Python, Dash and Plot.ly for the Data Dashboards team

data_dashboards Getting started with Python, Dash and Plot.ly for the Data Dashboards team Getting started MacOS users: # Install the pyenv version ma

Department for Levelling Up, Housing and Communities

1 Nov 8, 2021

Info for The Great DataTas plot-a-thon

The Great DataTas plot-a-thon Datatas is organising a Data Visualisation competition: The Great DataTas plot-a-thon We will be using Tidy Tuesday data

2 Nov 21, 2021

It's an application to calculate I from v and r. It can also plot a graph between V vs I.

Ohm-s-Law-Visualizer It's an application to calculate I from v and r using Ohm's Law. It can also plot a graph between V vs I. Story I'm doing my Unde

1 Nov 20, 2021

Plot and save the ground truth and predicted results of human 3.6 M and CMU mocap dataset.

Visualization-of-Human3.6M-Dataset Plot and save the ground truth and predicted results of human 3.6 M and CMU mocap dataset. human-motion-prediction

5 Nov 18, 2022

Plot-configurations for scientific publications, purely based on matplotlib

TUEplots Plot-configurations for scientific publications, purely based on matplotlib. Usage Please have a look at the examples in the example/ directo

487 Jan 8, 2023

A tool to plot and execute Rossmos's Formula, that helps to catch serial criminals using mathematics

Rossmo Plotter A tool to plot and execute Rossmos's Formula using python, that helps to catch serial criminals using mathematics Author: Amlan Saha Ku

3 Aug 29, 2022

A custom qq-plot for two sample data comparision

QQ-Plot 2 Sample Just a gist to include the custom code to draw a qq-plot in python when dealing with a "two sample problem". This means when u try to

1 Dec 20, 2021

Comments

generateStaticHtmlPage() Exception

Already mentioned in issue #7.

I am still getting the following error when using st_letsplot: generateStaticHtmlPage() - Exception: Trying to access top level value not marked as @ThreadLocal or @SharedImmutable from non-main thread

Is there a workaround? Are there several methods gnerating the html page? Or is it a bug in streamlit or lets-plot?

opened by schakalakka 4
KeyError if there is no ggsize

If I have a plot without ggsize like lp.ggplot(df, lp.aes(x='foo, y='bar')) + lp.geom_bar() then streamlit_letsplot throws an KeyError: 'ggsize' with a throwsback to File "C:\ProgramData\Anaconda3\envs\efleets39\lib\site-packages\streamlit_letsplot\__init__.py", line 24, in st_letsplot height=plot_dict["ggsize"]["height"]

Solution: Adding lp.ggsize(500, 250) to the plot works.

opened by schakalakka 4

Releases(v0.0.3)

v0.0.3(Nov 3, 2022)
What's Changed

dealing with missing ggsize by @schakalakka in https://github.com/randyzwitch/streamlit-letsplot/pull/9

New Contributors

@schakalakka made their first contribution in https://github.com/randyzwitch/streamlit-letsplot/pull/9

Full Changelog: https://github.com/randyzwitch/streamlit-letsplot/compare/v0.0.2...v0.0.3
Source code(tar.gz)
Source code(zip)
v0.0.2(May 27, 2021)

Realized the 0.0.1 didn't have a proper lower bound on Let's-Plot, so fixed that and resubmitted.
Source code(tar.gz)
Source code(zip)
v0.0.1(May 27, 2021)

Source code(tar.gz)
Source code(zip)

Owner

Randy Zwitch

Head of Developer Relations at Streamlit. Julia enthusiast, R and Python developer

GitHub Repository https://share.streamlit.io/randyzwitch/streamlit-letsplot/examples/streamlit_app.py

This plugin plots the time you spent on a tag as a histogram.

7 Sep 09, 2022

Time series visualizer is a flexible extension that provides filling world map by country from real data.

Time-series-visualizer Time series visualizer is a flexible extension that provides filling world map by country from csv or json file. You can know d

3 Jul 09, 2021

Small U-Net for vehicle detection

Small U-Net for vehicle detection Vivek Yadav, PhD Overview In this repository , we will go over using U-net for detecting vehicles in a video stream

91 Nov 03, 2022

Parse Robinhood 1099 Tax Document from PDF into CSV

Robinhood 1099 Parser This project converts Robinhood Securities 1099 tax document from PDF to CSV file. This tool will be helpful for those who need

52 Jun 10, 2022

Script to create an animated data visualisation for categorical timeseries data - GIF choropleth map with annotations.

choropleth_ldn Simple script to create a chloropleth map of London with categorical timeseries data. The script in main.py creates a gif of the most f

1 Oct 07, 2021

An easy to use burndown chart generator for GitHub Project Boards.

Burndown Chart for GitHub Projects An easy to use burndown chart generator for GitHub Project Boards. Table of Contents Features Installation Assumpti

15 Dec 28, 2022

Uniform Manifold Approximation and Projection

UMAP Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, bu

6k Jan 08, 2023

Leyna's Visualizing Data With Python

Leyna's Visualizing Data Below is information on the number of bilingual students in three school districts in Massachusetts. You will also find infor

11 Oct 28, 2021

Python implementation of the Density Line Chart by Moritz & Fisher.

PyDLC - Density Line Charts with Python Python implementation of the Density Line Chart (Moritz & Fisher, 2018) to visualize large collections of time

10 Jan 06, 2023

Apache Superset is a Data Visualization and Data Exploration Platform

49.9k Jan 02, 2023

Python module for drawing and rendering beautiful atoms and molecules using Blender.

Batoms is a Python package for editing and rendering atoms and molecules objects using blender. A Python interface that allows for automating workflows.

1 Jul 06, 2022

NorthPitch is a python soccer plotting library that sits on top of Matplotlib

NorthPitch is a python soccer plotting library that sits on top of Matplotlib.

30 Feb 22, 2022

Drag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js

pivottablejs: the Python module Drag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js Installation pip install pivot

512 Dec 26, 2022

The visual framework is designed on the idea of module and implemented by mixin method

Visual Framework The visual framework is designed on the idea of module and implemented by mixin method. Its biggest feature is the mixins module whic

9 Sep 19, 2022

Active Transport Analytics Model (ATAM) is a new strategic transport modelling and data visualization framework for Active Transport as well as emerging micro-mobility modes

{ATAM} Active Transport Analytics Model Active Transport Analytics Model (“ATAM”) is a new strategic transport modelling and data visualization framew

0 Jan 12, 2022