trace-updater vs plotly-resampler

trace-updater

Dash component to update a dcc.Graph its traces via callbacks (by predict-idlab)

Source Code

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plotly-resampler

Visualize large time series data with plotly.py (by predict-idlab)

Visualization time-series Plotly Data Science Python plotly-dash Data Visualization Data Analysis

Source Code

predict-idlab.github.io

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trace-updater		plotly-resampler
	Project
1	Mentions	60
10	Stars	937
-	Growth	3.3%
0.0	Activity	7.5
over 1 year ago	Latest Commit	about 1 month ago
JavaScript	Language	Python
MIT License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

trace-updater

Posts with mentions or reviews of trace-updater. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-04.

[P] Visualize millions of datapoints using plotly with 1 line of code
4 projects | /r/MachineLearning | 4 Dec 2021

trace-updater is a custom dash component that is more data efficient when updating a `dcc.Graph` its traces

plotly-resampler

Posts with mentions or reviews of plotly-resampler. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-27.

plotly-resampler: NEW Data - star count:800.0
1 project | /r/algoprojects | 23 Sep 2023

1 project | /r/algoprojects | 22 Sep 2023

1 project | /r/algoprojects | 19 Sep 2023
plotly-resampler: NEW Data - star count:760.0
1 project | /r/algoprojects | 16 Jul 2023

1 project | /r/algoprojects | 12 Jul 2023

1 project | /r/algoprojects | 11 Jul 2023

1 project | /r/algoprojects | 10 Jul 2023

1 project | /r/algoprojects | 9 Jul 2023
Highly scalable time series visualization in Python
1 project | news.ycombinator.com | 6 Mar 2023
downsampling 500M datapoints in < 0.05s
3 projects | /r/Python | 27 Jan 2023

We plan to integrate this in our (already quite scalable) time series visualization library https://github.com/predict-idlab/plotly-resampler - should further increase the scalability by a factor 10 :)

What are some alternatives?

When comparing trace-updater and plotly-resampler you can also consider the following projects:

dash-mantine-components - Plotly Dash components based on Mantine React Components

dash - Data Apps & Dashboards for Python. No JavaScript Required.

dash-component-boilerplate - Get started creating your own Dash components here.

django-plotly-dash - Expose plotly dash apps as django tags

dtale - Visualizer for pandas data structures

plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

bpmn-visualization-pm4py - Example of integration between bpmn-visualization and pm4py

glue - Linked Data Visualizations Across Multiple Files

Ontospy - Python library and command-line interface for inspecting and visualizing RDF models aka ontologies.

Numbers-Prophecy - An experiment to demonstrate the biases and predictability of our world.

dash-bootstrap-templates - A collection of 52 Plotly figure templates with a Bootstrap theme. Two theme switch components. Stylesheet to apply Bootstrap themes to Plotly Dash components.

red-irag - Ocupación diaria de camas generales de pacientes COVID-19 en México