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

Data Visualizer Web-Application

Viz-It Data Visualizer Web-Application If I ask you where most of the data wrangler looses their time ? It is Data Overview and EDA. Presenting "Viz-I

17 Nov 20, 2022

Geocoding library for Python.

geopy geopy is a Python client for several popular geocoding web services. geopy makes it easy for Python developers to locate the coordinates of addr

3.8k Jan 02, 2023

Bar Chart of the number of Senators from each party who are up for election in the next three General Elections

Congress-Analysis Bar Chart of the number of Senators from each party who are up for election in the next three General Elections This bar chart shows

11 Oct 26, 2021

Regress.me is an easy to use data visualization tool powered by Dash/Plotly.

Regress.me Regress.me is an easy to use data visualization tool powered by Dash/Plotly. Regress.me.-.Google.Chrome.2022-05-10.15-58-59.mp4 Get Started

14 Aug 14, 2022

Visualize tensors in a plain Python REPL using Sparklines

43 Sep 03, 2022

Wikipedia WordCloud App generate Wikipedia word cloud art created using python's streamlit, matplotlib, wikipedia and wordcloud packages

Wikipedia WordCloud App Wikipedia WordCloud App generate Wikipedia word cloud art created using python's streamlit, matplotlib, wikipedia and wordclou

5 Jan 02, 2022

Visualization Library

CamViz Overview // Installation // Demos // License Overview CamViz is a visualization library developed by the TRI-ML team with the goal of providing

67 Nov 24, 2022

This is a learning tool and exploration app made using the Dash interactive Python framework developed by Plotly

Support Vector Machine (SVM) Explorer This app has been moved here. This repo is likely outdated and will not be updated. This is a learning tool and

150 Nov 03, 2022

Typical: Fast, simple, & correct data-validation using Python 3 typing.

typical: Python's Typing Toolkit Introduction Typical is a library devoted to runtime analysis, inference, validation, and enforcement of Python types

171 Jan 02, 2023

An adaptable Snakemake workflow which uses GATKs best practice recommendations to perform germline mutation calling starting with BAM files

Germline Mutation Calling This Snakemake workflow follows the GATK best-practice recommandations to call small germline variants. The pipeline require

12 Dec 24, 2022

3D rendered visualization of the austrian monuments registry

Visualization of the Austrian Monuments Visualization of the monument landscape of the austrian monuments registry (Bundesdenkmalamt Denkmalverzeichni

3 Oct 24, 2019

Sentiment Analysis application created with Python and Dash, hosted at socialsentiment.net

Social Sentiment Dash Application Live-streaming sentiment analysis application created with Python and Dash, hosted at SocialSentiment.net. Dash Tuto

456 Dec 25, 2022

Jupyter notebook and datasets from the pandas Q&A video series

Python pandas Q&A video series Read about the series, and view all of the videos on one page: Easier data analysis in Python with pandas. Jupyter Note

2k Jan 05, 2023

Seaborn is one of the go-to tools for statistical data visualization in python. It has been actively developed since 2012 and in July 2018, the author released version 0.9. This version of Seaborn has several new plotting features, API changes and documentation updates which combine to enhance an already great library. This article will walk through a few of the highlights and show how to use the new scatter and line plot functions for quickly creating very useful visualizations of data.

12_Python_Seaborn_Module Introduction 👋 From the website, “Seaborn is a Python data visualization library based on matplotlib. It provides a high-lev

192 Dec 16, 2022

Streamlit component for Let's-Plot visualization library

Related tags

Overview

streamlit-letsplot

Example usage

You might also like...

a python function to plot a geopandas dataframe

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

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

Info for The Great DataTas plot-a-thon

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

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

Plot-configurations for scientific publications, purely based on matplotlib

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

A custom qq-plot for two sample data comparision

Comments

generateStaticHtmlPage() Exception

KeyError if there is no ggsize

Releases(v0.0.3)

v0.0.3(Nov 3, 2022)

What's Changed

New Contributors

v0.0.2(May 27, 2021)

v0.0.1(May 27, 2021)