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17 best Python Dashboard libraries in 2022

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by naveen.kumar@openweaver.com dot icon Updated: Mar 29, 2022

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A dashboard allows you to combine data visualizations onto a single page so that you can quickly see what is happening in your project, process, or business. Build interactive dashboards, data visualizations, custom reports and more. Python Dashboards are visual representations of your data. You can use them in real-time to track the performance of your business and make decisions quickly. They can be customized and filtered according to your needs. Popular open source libraries include: Redash - designed to enable anyone, regardless of the level of technical sophistication, to harness the power of data big and small. SQL users leverage Redash to explore, query, visualize, and share data from any data sources.; Plotly.py - plotly.py is an interactive, open-source, and browser-based graphing library for Pytho; Panel - highlevel app and dashboarding solution for Python. The following is a comprehensive list of the best open source libraries.

redashby getredash

Python doticonstar image 22785 doticonVersion:v10.1.0doticon
License: Permissive (BSD-2-Clause)

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

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            redashby getredash

            Python doticon star image 22785 doticonVersion:v10.1.0doticon License: Permissive (BSD-2-Clause)

            Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
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                      plotly.pyby plotly

                      Python doticonstar image 13108 doticonVersion:v5.13.1doticon
                      License: Permissive (MIT)

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

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                                plotly.pyby plotly

                                Python doticon star image 13108 doticonVersion:v5.13.1doticon License: Permissive (MIT)

                                The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
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                                          flask_jsondashby christabor

                                          Python doticonstar image 3165 doticonVersion:6.2.3doticon
                                          License: Permissive (MIT)

                                          :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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                                                    flask_jsondashby christabor

                                                    Python doticon star image 3165 doticonVersion:6.2.3doticon License: Permissive (MIT)

                                                    :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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                                                              waveby h2oai

                                                              Python doticonstar image 3436 doticonVersion:nightlydoticon
                                                              License: Permissive (Apache-2.0)

                                                              Realtime Web Apps and Dashboards for Python and R

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                                                                        waveby h2oai

                                                                        Python doticon star image 3436 doticonVersion:nightlydoticon License: Permissive (Apache-2.0)

                                                                        Realtime Web Apps and Dashboards for Python and R
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                                                                                  psdashby Jahaja

                                                                                  Python doticonstar image 2343 doticonVersion:v0.6.2doticon
                                                                                  License: Permissive (CC0-1.0)

                                                                                  A linux system information web dashboard using psutils and flask

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                                                                                            psdashby Jahaja

                                                                                            Python doticon star image 2343 doticonVersion:v0.6.2doticon License: Permissive (CC0-1.0)

                                                                                            A linux system information web dashboard using psutils and flask
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                                                                                                      panelby holoviz

                                                                                                      Python doticonstar image 2638 doticonVersion:v0.14.4doticon
                                                                                                      License: Permissive (BSD-3-Clause)

                                                                                                      A high-level app and dashboarding solution for Python

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                                                                                                                panelby holoviz

                                                                                                                Python doticon star image 2638 doticonVersion:v0.14.4doticon License: Permissive (BSD-3-Clause)

                                                                                                                A high-level app and dashboarding solution for Python
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                                                                                                                          stashboardby twilio

                                                                                                                          Python doticonstar image 1595 doticonVersion:Currentdoticon
                                                                                                                          License: Permissive (MIT)

                                                                                                                          An open-source status dashboard running on App Engine

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                                                                                                                                    stashboardby twilio

                                                                                                                                    Python doticon star image 1595 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                    An open-source status dashboard running on App Engine
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                                                                                                                                              pygraphistryby graphistry

                                                                                                                                              Python doticonstar image 1815 doticonVersion:0.11.8doticon
                                                                                                                                              License: Permissive (BSD-3-Clause)

                                                                                                                                              PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

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                                                                                                                                                        pygraphistryby graphistry

                                                                                                                                                        Python doticon star image 1815 doticonVersion:0.11.8doticon License: Permissive (BSD-3-Clause)

                                                                                                                                                        PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
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                                                                                                                                                                  grafanalibby weaveworks

                                                                                                                                                                  Python doticonstar image 1608 doticonVersion:v0.7.0doticon
                                                                                                                                                                  License: Permissive (Apache-2.0)

                                                                                                                                                                  Python library for building Grafana dashboards

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                                                                                                                                                                            grafanalibby weaveworks

                                                                                                                                                                            Python doticon star image 1608 doticonVersion:v0.7.0doticon License: Permissive (Apache-2.0)

                                                                                                                                                                            Python library for building Grafana dashboards
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                                                                                                                                                                                      flow-dashboardby onejgordon

                                                                                                                                                                                      Python doticonstar image 1604 doticonVersion:Currentdoticon
                                                                                                                                                                                      no licences License: No License (null)

                                                                                                                                                                                      A goal, task & habit tracker + personal dashboard to focus on what matters

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                                                                                                                                                                                                flow-dashboardby onejgordon

                                                                                                                                                                                                Python doticon star image 1604 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                                                                                A goal, task & habit tracker + personal dashboard to focus on what matters
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                                                                                                                                                                                                          horizonby openstack

                                                                                                                                                                                                          Python doticonstar image 1281 doticonVersion:Currentdoticon
                                                                                                                                                                                                          License: Permissive (Apache-2.0)

                                                                                                                                                                                                          OpenStack Dashboard (Horizon). Mirror of code maintained at opendev.org.

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                                                                                                                                                                                                                    horizonby openstack

                                                                                                                                                                                                                    Python doticon star image 1281 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                                    OpenStack Dashboard (Horizon). Mirror of code maintained at opendev.org.
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                                                                                                                                                                                                                              Python doticonstar image 1068 doticonVersion:v2.0doticon
                                                                                                                                                                                                                              License: Permissive (Apache-2.0)

                                                                                                                                                                                                                              A graphite dashboard powered by structured metrics

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                                                                                                                                                                                                                                        graph-explorerby vimeo

                                                                                                                                                                                                                                        Python doticon star image 1068 doticonVersion:v2.0doticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                        A graphite dashboard powered by structured metrics
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                                                                                                                                                                                                                                                  Python doticonstar image 885 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                  License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                                                  Set of widgets to build dashboards for Django projects

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                                                                                                                                                                                                                                                            django-controlcenterby byashimov

                                                                                                                                                                                                                                                            Python doticon star image 885 doticonVersion:Currentdoticon License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                                                            Set of widgets to build dashboards for Django projects
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                                                                                                                                                                                                                                                                      changesby dropbox

                                                                                                                                                                                                                                                                      Python doticonstar image 771 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                      License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                      A dashboard for your code. A build system.

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                                                                                                                                                                                                                                                                                changesby dropbox

                                                                                                                                                                                                                                                                                Python doticon star image 771 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                A dashboard for your code. A build system.
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                                                                                                                                                                                                                                                                                          bowtieby jwkvam

                                                                                                                                                                                                                                                                                          Python doticonstar image 729 doticonVersion:v0.11.0doticon
                                                                                                                                                                                                                                                                                          License: Permissive (MIT)

                                                                                                                                                                                                                                                                                          :bowtie: Create a dashboard with python!

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                                                                                                                                                                                                                                                                                                    bowtieby jwkvam

                                                                                                                                                                                                                                                                                                    Python doticon star image 729 doticonVersion:v0.11.0doticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                    :bowtie: Create a dashboard with python!
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                                                                                                                                                                                                                                                                                                              socialsentimentby Sentdex

                                                                                                                                                                                                                                                                                                              Python doticonstar image 456 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                              License: Permissive (MIT)

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

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                                                                                                                                                                                                                                                                                                                        socialsentimentby Sentdex

                                                                                                                                                                                                                                                                                                                        Python doticon star image 456 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                        Sentiment Analysis application created with Python and Dash, hosted at socialsentiment.net
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                                                                                                                                                                                                                                                                                                                                  Python doticonstar image 259 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                  Dashboard api for python

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                                                                                                                                                                                                                                                                                                                                            dashboard-api-pythonby meraki

                                                                                                                                                                                                                                                                                                                                            Python doticon star image 259 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                            Dashboard api for python
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