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Plotly-resampler Alternatives
Similar projects and alternatives to plotly-resampler
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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trace-updater
Dash component to update a dcc.Graph its traces via callbacks
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plotly
The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
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Numbers-Prophecy
An experiment to demonstrate the biases and predictability of our world.
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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simplification
Very fast LineString simplification using RDP or Visvalingam-Whyatt and a Rust binary
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tsdownsample
High-performance time series downsampling algorithms for visualization
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timeline-sankey
A project to visualize time range series data using the Sankey diagram.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better plotly-resampler alternative or higher similarity.
plotly-resampler reviews and mentions
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.
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downsampling 500M datapoints in < 0.05s
Just checked the performance against the numpy min-max downsampler (used the MinMaxAggregator from here)
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 :)
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Making large line-charts (visualizations) scalable with plotly-resampler
How can you use plotly-resampler? You can install it from pypi: https://pypi.org/project/plotly-resampler/ Check our usage info, examples, and documentation on how you can add dynamic aggregation to your plotly Figure(s) with just 1 line of code!
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What's your favorite data visualization tool for Python and why ?
For large sequences (scatter plots) Plotly Resampler enables to visualize tons of datapoints (through adaptive resampling).
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[P] Visualize millions of datapoints using plotly with 1 line of code
Github repo
We also added an issue about looking into anti-aliasing downsamplers https://github.com/predict-idlab/plotly-resampler/issues/7
You can find the dependencies in this file; https://github.com/predict-idlab/plotly-resampler/blob/main/pyproject.toml
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A note from our sponsor - Sonar
www.sonarsource.com | 29 Mar 2023
Stats
Basic plotly-resampler repo stats
52
678
9.1
9 days ago
predict-idlab/plotly-resampler is an open source project licensed under MIT License which is an OSI approved license.
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