[P] Visualize millions of datapoints using plotly with 1 line of code

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning
Visualization plotly-dash Python time-series Plotly

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  • plotly-resampler

    Visualize large time series data with plotly.py

    • We also added an issue about looking into anti-aliasing downsamplers https://github.com/predict-idlab/plotly-resampler/issues/7

  • trace-updater

    Dash component to update a dcc.Graph its traces via callbacks

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

  • 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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