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Top 23 Plotly Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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plotly
The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
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SaaSHub
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Flask JSONDash
:snake: :bar_chart: :chart_with_upwards_trend: Build complex dashboards without any front-end code. Use your own endpoints. JSON config only. Ready to go.
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leafmap
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
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explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
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typescript-notebook
Run JavaScript and TypeScript in node.js within VS Code notebooks with excellent support for debugging, tensorflowjs visulizations, plotly, danfojs, etc
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SaaSHub
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Project mention: Ask HN: What's the best charting library for customer-facing dashboards? | news.ycombinator.com | 2024-04-29Plotly is based on D3. Has both open-source version and paid option.
https://plotly.com/javascript/
Project mention: Yes, Python and Matplotlib can make pretty charts | news.ycombinator.com | 2024-04-16
Project mention: Show HN: Use an "eraser" to clean data on flight without breaking your workflow | news.ycombinator.com | 2024-03-15
Regarding visualization tools, sqliteviz has proven to be the best I've found so far. Their web app runs locally but has some trackers, so I run it locally via a simple, static HTTP server. Falcon and Redash seem like overkill for my needs.
panel – data exploration & web app framework for Python
Project mention: Vizro – toolkit for creating modular data visualization applications | news.ycombinator.com | 2023-09-26
Project mention: Help! Interviewing for ML and modern CV positions (plus a ML model explainer dashboard) | /r/OMSCS | 2023-05-11
Project mention: Lets-Plot: An open-source plotting library by JetBrains | news.ycombinator.com | 2023-07-15That's odd. Are you sure this is not related to Jupyter? I use plotly.js via a Rust wrapper (https://github.com/igiagkiozis/plotly) and the performance seems ok when generating a static, interactive html. The wrapper language itself should be irrelevant here. Is it the same if you generate a static html-file?
While I can't speak for millions of data points, generating a gyroscope plot with x, y, z, where each gyro axis is 400k+ samples is fine performance wise. This is generating a static, interactive html. Zooming etc is fine on my M1 MacbookPro 13" - delay when zooming in this specific case is maybe 0.5secs. The html-file is 60mb+.
Project mention: Exploratory Data Analysis with F#, Plotly.NET, and ML.NET DataFrames | dev.to | 2023-12-25There are many charting options for .NET in a Polyglot Notebook, including ScottPlot, the older XPlot Library, and Plotly.NET. I'm a big fan of Plotly for data visualization in Python, so I choose it when I can in other languages too. However, Plotly.NET is also becoming the defacto standard for data visualization in .NET notebooks.
Yep, and from my experience too (made a tool that monitors network traffic with eBPF [1]) in addition to those issues there is also a sizable latency hit.
[1] https://github.com/elesiuta/picosnitch
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Plotly related posts
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SQLite Db Admin in the Browser
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Sqlite3 Utility on the Browser
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Exploratory Data Analysis with F#, Plotly.NET, and ML.NET DataFrames
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Open-source JavaScript charting library behind Plotly and Dash
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dash VS solara - a user suggested alternative
2 projects | 13 Oct 2023 -
plotly-resampler: NEW Data - star count:800.0
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plotly-resampler: NEW Data - star count:800.0
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A note from our sponsor - InfluxDB
www.influxdata.com | 2 May 2024
Index
What are some of the best open-source Plotly projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | dash | 20,502 |
| 2 | plotly.js | 16,536 |
| 3 | plotly | 15,288 |
| 4 | pygwalker | 9,822 |
| 5 | mlcourse.ai | 9,400 |
| 6 | falcon | 5,132 |
| 7 | panel | 4,235 |
| 8 | Tablesaw | 3,442 |
| 9 | Flask JSONDash | 3,292 |
| 10 | dash-sample-apps | 3,052 |
| 11 | leafmap | 2,901 |
| 12 | vizro | 2,357 |
| 13 | explainerdashboard | 2,228 |
| 14 | awesome-dash | 2,036 |
| 15 | sqliteviz | 1,889 |
| 16 | react-plotly.js | 991 |
| 17 | plotly.rs | 961 |
| 18 | plotly-resampler | 937 |
| 19 | typescript-notebook | 880 |
| 20 | Plotly.NET | 584 |
| 21 | picosnitch | 586 |
| 22 | dash-cytoscape | 571 |
| 23 | hexapod | 556 |
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