SlideShare ist ein Scribd-Unternehmen logo

Python Data Plotting and Visualisation Extravaganza

•
•
Guy K. Kloss
Guy K. Kloss

Slides of the talk as held on 7 November 2009 at Kiwi PyCon 2009 in Christchurch.

TechnologieKunst & Fotos
1 von 17
Downloaden Sie, um offline zu lesen
2D Tools 3D Tools Python Data Plotting and Visualisation Extravaganza Guy K. Kloss Computer Science Massey University, Albany (first ever) Kiwi PyCon Christchurch 7 November 2009 Guy K. Kloss | Python Live Plotting 1/17
2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 2/17
2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 3/17
2D Tools 3D Tools Gnuplot “Godfather of plotting tools” fast well known quite easy to use runs in separate process not embeddable Guy K. Kloss | Python Live Plotting 4/17
2D Tools 3D Tools matplotlib most used “modern” Python plotting tool more overhead to use also features a MATLAB like API plays well with many GUI tool kits (embeddable) Guy K. Kloss | Python Live Plotting 5/17
2D Tools 3D Tools Honorary Mentions RPy Chaco GracePlot Guy K. Kloss | Python Live Plotting 6/17
2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 7/17
2D Tools 3D Tools Mayavi most excellent 3D plotting tool developed/sponsored by Enthought plays well with many GUI tool kits (embeddable) default (wx) GUI slow, Qt4 backend much faster Guy K. Kloss | Python Live Plotting 8/17
2D Tools 3D Tools Mayavi for Irregular Samples Guy K. Kloss | Python Live Plotting 9/17
2D Tools 3D Tools Visual Python Not a plotting tool very fast, very easy to use (current) issues with installs very polluted name space Guy K. Kloss | Python Live Plotting 10/17
2D Tools 3D Tools A Web Cam Image Guy K. Kloss | Python Live Plotting 11/17
2D Tools 3D Tools Chart Data Samples Guy K. Kloss | Python Live Plotting 12/17
2D Tools 3D Tools Multi-Dimensional Curve Fitting Guy K. Kloss | Python Live Plotting 13/17
2D Tools 3D Tools Quiver Plot VPython/OpenGL Rendered Guy K. Kloss | Python Live Plotting 14/17
2D Tools 3D Tools Quiver Plot POVray Rendered Guy K. Kloss | Python Live Plotting 15/17
2D Tools 3D Tools Mayavi “visual” Module VPython “clone” built on top of Mayavi not nearly as fast not nearly as feature complete Guy K. Kloss | Python Live Plotting 16/17
2D Tools 3D Tools Questions? G.Kloss@massey.ac.nz Guy K. Kloss | Python Live Plotting 17/17

Empfohlen

Modern Monitoring - devopsdays Cuba
Modern Monitoring - devopsdays CubaModern Monitoring - devopsdays Cuba
Modern Monitoring - devopsdays Cubabridgetkromhout
 
Harmonic Stack for Speed
Harmonic Stack for SpeedHarmonic Stack for Speed
Harmonic Stack for SpeedYung-Yu Chen
 
Faster Python
Faster PythonFaster Python
Faster PythonAnoop Thomas Mathew
 
Python Científico
Python CientíficoPython Científico
Python CientíficoMárcio Ramos
 
Data Visualization(s) Using Python
Data Visualization(s) Using PythonData Visualization(s) Using Python
Data Visualization(s) Using PythonAniket Maithani
 
Behold the Power of Python
Behold the Power of PythonBehold the Power of Python
Behold the Power of PythonSarah Dutkiewicz
 
Python Introduction its a oop language and easy to use
Python Introduction its a oop language and easy to usePython Introduction its a oop language and easy to use
Python Introduction its a oop language and easy to useSrajanCollege1
 
3D Computer Graphics with Python
3D Computer Graphics with Python3D Computer Graphics with Python
3D Computer Graphics with PythonMartin Christen
 

Empfohlen

Modern Monitoring - devopsdays Cuba
Modern Monitoring - devopsdays CubaModern Monitoring - devopsdays Cuba
Modern Monitoring - devopsdays Cubabridgetkromhout
 
Harmonic Stack for Speed
Harmonic Stack for SpeedHarmonic Stack for Speed
Harmonic Stack for SpeedYung-Yu Chen
 
Faster Python
Faster PythonFaster Python
Faster PythonAnoop Thomas Mathew
 
Python Científico
Python CientíficoPython Científico
Python CientíficoMárcio Ramos
 
Data Visualization(s) Using Python
Data Visualization(s) Using PythonData Visualization(s) Using Python
Data Visualization(s) Using PythonAniket Maithani
 
Behold the Power of Python
Behold the Power of PythonBehold the Power of Python
Behold the Power of PythonSarah Dutkiewicz
 
Python Introduction its a oop language and easy to use
Python Introduction its a oop language and easy to usePython Introduction its a oop language and easy to use
Python Introduction its a oop language and easy to useSrajanCollege1
 
3D Computer Graphics with Python
3D Computer Graphics with Python3D Computer Graphics with Python
3D Computer Graphics with PythonMartin Christen
 
Python @ PiTech - March 2009
Python @ PiTech - March 2009Python @ PiTech - March 2009
Python @ PiTech - March 2009tudorprodan
 
Python 101 For The Net Developer
Python 101 For The Net DeveloperPython 101 For The Net Developer
Python 101 For The Net DeveloperSarah Dutkiewicz
 
Scientific Plotting in Python
Scientific Plotting in PythonScientific Plotting in Python
Scientific Plotting in PythonJack Parmer
 
Hacking the Kinect with GAFFTA Day 2
Hacking the Kinect with GAFFTA Day 2 Hacking the Kinect with GAFFTA Day 2
Hacking the Kinect with GAFFTA Day 2benDesigning
 
놀아요 Swift Playgrounds
놀아요 Swift Playgrounds놀아요 Swift Playgrounds
놀아요 Swift PlaygroundsWooKyoung Noh
 
Programming Gives You Superpowers
Programming Gives You SuperpowersProgramming Gives You Superpowers
Programming Gives You SuperpowersAudrey & Daniel Roy Greenfeld
 
IPython: A Modern Vision of Interactive Computing (PyData SV 2013)
IPython: A Modern Vision of Interactive Computing (PyData SV 2013)IPython: A Modern Vision of Interactive Computing (PyData SV 2013)
IPython: A Modern Vision of Interactive Computing (PyData SV 2013)PyData
 
SFScon 2020 - Matteo Ghetta - DataPlotly - D3-like plots in QGIS
SFScon 2020 - Matteo Ghetta - DataPlotly - D3-like plots in QGISSFScon 2020 - Matteo Ghetta - DataPlotly - D3-like plots in QGIS
SFScon 2020 - Matteo Ghetta - DataPlotly - D3-like plots in QGISSouth Tyrol Free Software Conference
 
Deep learning for developers - oredev
Deep learning for developers - oredevDeep learning for developers - oredev
Deep learning for developers - oredevAli Kheyrollahi
 
GR.jl - Plotting for Julia based on GR
GR.jl - Plotting for Julia based on GRGR.jl - Plotting for Julia based on GR
GR.jl - Plotting for Julia based on GRJosef Heinen
 
Pres tei gsc-jw
Pres tei gsc-jwPres tei gsc-jw
Pres tei gsc-jwJim Wood
 
Corey.Berry.Portfolio.2016
Corey.Berry.Portfolio.2016Corey.Berry.Portfolio.2016
Corey.Berry.Portfolio.2016Corey Berry
 
PyLadies Seattle - Lessons in Interactive Visualizations
PyLadies Seattle - Lessons in Interactive VisualizationsPyLadies Seattle - Lessons in Interactive Visualizations
PyLadies Seattle - Lessons in Interactive VisualizationsAmanda Casari
 
Introduction To Python
Introduction To PythonIntroduction To Python
Introduction To PythonBiswajeet Dasmajumdar
 
[Osxdev]3.swift playgrounds
[Osxdev]3.swift playgrounds[Osxdev]3.swift playgrounds
[Osxdev]3.swift playgroundsNAVER D2
 
APPLICATION OF PYTHON IN GEOSCIENCE
APPLICATION OF PYTHON IN GEOSCIENCEAPPLICATION OF PYTHON IN GEOSCIENCE
APPLICATION OF PYTHON IN GEOSCIENCEAhasanHabibSajeeb
 
Data Analysis and Visualization using Python
Data Analysis and Visualization using PythonData Analysis and Visualization using Python
Data Analysis and Visualization using PythonChariza Pladin
 
Measuring Software development with GrimoireLab
Measuring Software development with GrimoireLabMeasuring Software development with GrimoireLab
Measuring Software development with GrimoireLabValerio Cosentino
 
Python Programming Draft PPT.pptx
Python Programming Draft PPT.pptxPython Programming Draft PPT.pptx
Python Programming Draft PPT.pptxLakshmiNarayanaReddy48
 
Provenance and Analytics for Social Machines, Trung Dong Huynh
Provenance and Analytics for Social Machines, Trung Dong HuynhProvenance and Analytics for Social Machines, Trung Dong Huynh
Provenance and Analytics for Social Machines, Trung Dong HuynhUlrik Lyngs
 
Kauri ID - A Self-Sovereign, Blockchain-based Identity System
Kauri ID - A Self-Sovereign, Blockchain-based Identity SystemKauri ID - A Self-Sovereign, Blockchain-based Identity System
Kauri ID - A Self-Sovereign, Blockchain-based Identity SystemGuy K. Kloss
 
Qrious about Insights -- Big Data in the Real World
Qrious about Insights -- Big Data in the Real WorldQrious about Insights -- Big Data in the Real World
Qrious about Insights -- Big Data in the Real WorldGuy K. Kloss
 

Weitere ähnliche Inhalte

Ähnlich wie Python Data Plotting and Visualisation Extravaganza

Python @ PiTech - March 2009
Python @ PiTech - March 2009Python @ PiTech - March 2009
Python @ PiTech - March 2009tudorprodan
 
Python 101 For The Net Developer
Python 101 For The Net DeveloperPython 101 For The Net Developer
Python 101 For The Net DeveloperSarah Dutkiewicz
 
Scientific Plotting in Python
Scientific Plotting in PythonScientific Plotting in Python
Scientific Plotting in PythonJack Parmer
 
Hacking the Kinect with GAFFTA Day 2
Hacking the Kinect with GAFFTA Day 2 Hacking the Kinect with GAFFTA Day 2
Hacking the Kinect with GAFFTA Day 2benDesigning
 
놀아요 Swift Playgrounds
놀아요 Swift Playgrounds놀아요 Swift Playgrounds
놀아요 Swift PlaygroundsWooKyoung Noh
 
IPython: A Modern Vision of Interactive Computing (PyData SV 2013)
IPython: A Modern Vision of Interactive Computing (PyData SV 2013)IPython: A Modern Vision of Interactive Computing (PyData SV 2013)
IPython: A Modern Vision of Interactive Computing (PyData SV 2013)PyData
 
Deep learning for developers - oredev
Deep learning for developers - oredevDeep learning for developers - oredev
Deep learning for developers - oredevAli Kheyrollahi
 
GR.jl - Plotting for Julia based on GR
GR.jl - Plotting for Julia based on GRGR.jl - Plotting for Julia based on GR
GR.jl - Plotting for Julia based on GRJosef Heinen
 
Pres tei gsc-jw
Pres tei gsc-jwPres tei gsc-jw
Pres tei gsc-jwJim Wood
 
Corey.Berry.Portfolio.2016
Corey.Berry.Portfolio.2016Corey.Berry.Portfolio.2016
Corey.Berry.Portfolio.2016Corey Berry
 
PyLadies Seattle - Lessons in Interactive Visualizations
PyLadies Seattle - Lessons in Interactive VisualizationsPyLadies Seattle - Lessons in Interactive Visualizations
PyLadies Seattle - Lessons in Interactive VisualizationsAmanda Casari
 
[Osxdev]3.swift playgrounds
[Osxdev]3.swift playgrounds[Osxdev]3.swift playgrounds
[Osxdev]3.swift playgroundsNAVER D2
 
APPLICATION OF PYTHON IN GEOSCIENCE
APPLICATION OF PYTHON IN GEOSCIENCEAPPLICATION OF PYTHON IN GEOSCIENCE
APPLICATION OF PYTHON IN GEOSCIENCEAhasanHabibSajeeb
 
Data Analysis and Visualization using Python
Data Analysis and Visualization using PythonData Analysis and Visualization using Python
Data Analysis and Visualization using PythonChariza Pladin
 
Measuring Software development with GrimoireLab
Measuring Software development with GrimoireLabMeasuring Software development with GrimoireLab
Measuring Software development with GrimoireLabValerio Cosentino
 
Provenance and Analytics for Social Machines, Trung Dong Huynh
Provenance and Analytics for Social Machines, Trung Dong HuynhProvenance and Analytics for Social Machines, Trung Dong Huynh
Provenance and Analytics for Social Machines, Trung Dong HuynhUlrik Lyngs
 

Ähnlich wie Python Data Plotting and Visualisation Extravaganza (20)

Python @ PiTech - March 2009
Python @ PiTech - March 2009Python @ PiTech - March 2009
Python @ PiTech - March 2009
 
Python 101 For The Net Developer
Python 101 For The Net DeveloperPython 101 For The Net Developer
Python 101 For The Net Developer
 
Scientific Plotting in Python
Scientific Plotting in PythonScientific Plotting in Python
Scientific Plotting in Python
 
Hacking the Kinect with GAFFTA Day 2
Hacking the Kinect with GAFFTA Day 2 Hacking the Kinect with GAFFTA Day 2
Hacking the Kinect with GAFFTA Day 2
 
놀아요 Swift Playgrounds
놀아요 Swift Playgrounds놀아요 Swift Playgrounds
놀아요 Swift Playgrounds
 
Programming Gives You Superpowers
Programming Gives You SuperpowersProgramming Gives You Superpowers
Programming Gives You Superpowers
 
IPython: A Modern Vision of Interactive Computing (PyData SV 2013)
IPython: A Modern Vision of Interactive Computing (PyData SV 2013)IPython: A Modern Vision of Interactive Computing (PyData SV 2013)
IPython: A Modern Vision of Interactive Computing (PyData SV 2013)
 
SFScon 2020 - Matteo Ghetta - DataPlotly - D3-like plots in QGIS
SFScon 2020 - Matteo Ghetta - DataPlotly - D3-like plots in QGISSFScon 2020 - Matteo Ghetta - DataPlotly - D3-like plots in QGIS
SFScon 2020 - Matteo Ghetta - DataPlotly - D3-like plots in QGIS
 
Deep learning for developers - oredev
Deep learning for developers - oredevDeep learning for developers - oredev
Deep learning for developers - oredev
 
GR.jl - Plotting for Julia based on GR
GR.jl - Plotting for Julia based on GRGR.jl - Plotting for Julia based on GR
GR.jl - Plotting for Julia based on GR
 
Pres tei gsc-jw
Pres tei gsc-jwPres tei gsc-jw
Pres tei gsc-jw
 
Corey.Berry.Portfolio.2016
Corey.Berry.Portfolio.2016Corey.Berry.Portfolio.2016
Corey.Berry.Portfolio.2016
 
PyLadies Seattle - Lessons in Interactive Visualizations
PyLadies Seattle - Lessons in Interactive VisualizationsPyLadies Seattle - Lessons in Interactive Visualizations
PyLadies Seattle - Lessons in Interactive Visualizations
 
Introduction To Python
Introduction To PythonIntroduction To Python
Introduction To Python
 
[Osxdev]3.swift playgrounds
[Osxdev]3.swift playgrounds[Osxdev]3.swift playgrounds
[Osxdev]3.swift playgrounds
 
APPLICATION OF PYTHON IN GEOSCIENCE
APPLICATION OF PYTHON IN GEOSCIENCEAPPLICATION OF PYTHON IN GEOSCIENCE
APPLICATION OF PYTHON IN GEOSCIENCE
 
Data Analysis and Visualization using Python
Data Analysis and Visualization using PythonData Analysis and Visualization using Python
Data Analysis and Visualization using Python
 
Measuring Software development with GrimoireLab
Measuring Software development with GrimoireLabMeasuring Software development with GrimoireLab
Measuring Software development with GrimoireLab
 
Python Programming Draft PPT.pptx
Python Programming Draft PPT.pptxPython Programming Draft PPT.pptx
Python Programming Draft PPT.pptx
 
Provenance and Analytics for Social Machines, Trung Dong Huynh
Provenance and Analytics for Social Machines, Trung Dong HuynhProvenance and Analytics for Social Machines, Trung Dong Huynh
Provenance and Analytics for Social Machines, Trung Dong Huynh
 

Mehr von Guy K. Kloss

Kauri ID - A Self-Sovereign, Blockchain-based Identity System
Kauri ID - A Self-Sovereign, Blockchain-based Identity SystemKauri ID - A Self-Sovereign, Blockchain-based Identity System
Kauri ID - A Self-Sovereign, Blockchain-based Identity SystemGuy K. Kloss
 
Qrious about Insights -- Big Data in the Real World
Qrious about Insights -- Big Data in the Real WorldQrious about Insights -- Big Data in the Real World
Qrious about Insights -- Big Data in the Real WorldGuy K. Kloss
 
WTF is Blockchain???
WTF is Blockchain???WTF is Blockchain???
WTF is Blockchain???Guy K. Kloss
 
Building a (Really) Secure Cloud Product
Building a (Really) Secure Cloud ProductBuilding a (Really) Secure Cloud Product
Building a (Really) Secure Cloud ProductGuy K. Kloss
 
Representational State Transfer (REST) and HATEOAS
Representational State Transfer (REST) and HATEOASRepresentational State Transfer (REST) and HATEOAS
Representational State Transfer (REST) and HATEOASGuy K. Kloss
 
Introduction to LaTeX (For Word users)
Introduction to LaTeX (For Word users) Introduction to LaTeX (For Word users)
Introduction to LaTeX (For Word users)Guy K. Kloss
 
MataNui - Building a Grid Data Infrastructure that "doesn't suck!"
MataNui - Building a Grid Data Infrastructure that "doesn't suck!"MataNui - Building a Grid Data Infrastructure that "doesn't suck!"
MataNui - Building a Grid Data Infrastructure that "doesn't suck!"Guy K. Kloss
 
Operations Research and Optimization in Python using PuLP
Operations Research and Optimization in Python using PuLPOperations Research and Optimization in Python using PuLP
Operations Research and Optimization in Python using PuLPGuy K. Kloss
 
Lecture "Open Source and Open Content"
Lecture "Open Source and Open Content"Lecture "Open Source and Open Content"
Lecture "Open Source and Open Content"Guy K. Kloss
 
Version Control with Subversion
Version Control with SubversionVersion Control with Subversion
Version Control with SubversionGuy K. Kloss
 
Beating the (sh** out of the) GIL - Multithreading vs. Multiprocessing
Beating the (sh** out of the) GIL - Multithreading vs. MultiprocessingBeating the (sh** out of the) GIL - Multithreading vs. Multiprocessing
Beating the (sh** out of the) GIL - Multithreading vs. MultiprocessingGuy K. Kloss
 
Thinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ IntegrationThinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ IntegrationGuy K. Kloss
 
Thinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ IntegrationThinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ IntegrationGuy K. Kloss
 
Gaining Colour Stability in Live Image Capturing
Gaining Colour Stability in Live Image CapturingGaining Colour Stability in Live Image Capturing
Gaining Colour Stability in Live Image CapturingGuy K. Kloss
 
LaTeX Introduction for Word Users
LaTeX Introduction for Word UsersLaTeX Introduction for Word Users
LaTeX Introduction for Word UsersGuy K. Kloss
 
Thinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ IntegrationThinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ IntegrationGuy K. Kloss
 

Mehr von Guy K. Kloss (16)

Kauri ID - A Self-Sovereign, Blockchain-based Identity System
Kauri ID - A Self-Sovereign, Blockchain-based Identity SystemKauri ID - A Self-Sovereign, Blockchain-based Identity System
Kauri ID - A Self-Sovereign, Blockchain-based Identity System
 
Qrious about Insights -- Big Data in the Real World
Qrious about Insights -- Big Data in the Real WorldQrious about Insights -- Big Data in the Real World
Qrious about Insights -- Big Data in the Real World
 
WTF is Blockchain???
WTF is Blockchain???WTF is Blockchain???
WTF is Blockchain???
 
Building a (Really) Secure Cloud Product
Building a (Really) Secure Cloud ProductBuilding a (Really) Secure Cloud Product
Building a (Really) Secure Cloud Product
 
Representational State Transfer (REST) and HATEOAS
Representational State Transfer (REST) and HATEOASRepresentational State Transfer (REST) and HATEOAS
Representational State Transfer (REST) and HATEOAS
 
Introduction to LaTeX (For Word users)
Introduction to LaTeX (For Word users) Introduction to LaTeX (For Word users)
Introduction to LaTeX (For Word users)
 
MataNui - Building a Grid Data Infrastructure that "doesn't suck!"
MataNui - Building a Grid Data Infrastructure that "doesn't suck!"MataNui - Building a Grid Data Infrastructure that "doesn't suck!"
MataNui - Building a Grid Data Infrastructure that "doesn't suck!"
 
Operations Research and Optimization in Python using PuLP
Operations Research and Optimization in Python using PuLPOperations Research and Optimization in Python using PuLP
Operations Research and Optimization in Python using PuLP
 
Lecture "Open Source and Open Content"
Lecture "Open Source and Open Content"Lecture "Open Source and Open Content"
Lecture "Open Source and Open Content"
 
Version Control with Subversion
Version Control with SubversionVersion Control with Subversion
Version Control with Subversion
 
Beating the (sh** out of the) GIL - Multithreading vs. Multiprocessing
Beating the (sh** out of the) GIL - Multithreading vs. MultiprocessingBeating the (sh** out of the) GIL - Multithreading vs. Multiprocessing
Beating the (sh** out of the) GIL - Multithreading vs. Multiprocessing
 
Thinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ IntegrationThinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ Integration
 
Thinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ IntegrationThinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ Integration
 
Gaining Colour Stability in Live Image Capturing
Gaining Colour Stability in Live Image CapturingGaining Colour Stability in Live Image Capturing
Gaining Colour Stability in Live Image Capturing
 
LaTeX Introduction for Word Users
LaTeX Introduction for Word UsersLaTeX Introduction for Word Users
LaTeX Introduction for Word Users
 
Thinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ IntegrationThinking Hybrid - Python/C++ Integration
Thinking Hybrid - Python/C++ Integration
 

Kürzlich hochgeladen

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...Zilliz
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWERMadyBayot
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfOverkill Security
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 

Kürzlich hochgeladen (20)

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 

Python Data Plotting and Visualisation Extravaganza

  • 1. 2D Tools 3D Tools Python Data Plotting and Visualisation Extravaganza Guy K. Kloss Computer Science Massey University, Albany (first ever) Kiwi PyCon Christchurch 7 November 2009 Guy K. Kloss | Python Live Plotting 1/17
  • 2. 2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 2/17
  • 3. 2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 3/17
  • 4. 2D Tools 3D Tools Gnuplot “Godfather of plotting tools” fast well known quite easy to use runs in separate process not embeddable Guy K. Kloss | Python Live Plotting 4/17
  • 5. 2D Tools 3D Tools matplotlib most used “modern” Python plotting tool more overhead to use also features a MATLAB like API plays well with many GUI tool kits (embeddable) Guy K. Kloss | Python Live Plotting 5/17
  • 6. 2D Tools 3D Tools Honorary Mentions RPy Chaco GracePlot Guy K. Kloss | Python Live Plotting 6/17
  • 7. 2D Tools 3D Tools Outline 1 2D Tools 2 3D Tools Guy K. Kloss | Python Live Plotting 7/17
  • 8. 2D Tools 3D Tools Mayavi most excellent 3D plotting tool developed/sponsored by Enthought plays well with many GUI tool kits (embeddable) default (wx) GUI slow, Qt4 backend much faster Guy K. Kloss | Python Live Plotting 8/17
  • 9. 2D Tools 3D Tools Mayavi for Irregular Samples Guy K. Kloss | Python Live Plotting 9/17
  • 10. 2D Tools 3D Tools Visual Python Not a plotting tool very fast, very easy to use (current) issues with installs very polluted name space Guy K. Kloss | Python Live Plotting 10/17
  • 11. 2D Tools 3D Tools A Web Cam Image Guy K. Kloss | Python Live Plotting 11/17
  • 12. 2D Tools 3D Tools Chart Data Samples Guy K. Kloss | Python Live Plotting 12/17
  • 13. 2D Tools 3D Tools Multi-Dimensional Curve Fitting Guy K. Kloss | Python Live Plotting 13/17
  • 14. 2D Tools 3D Tools Quiver Plot VPython/OpenGL Rendered Guy K. Kloss | Python Live Plotting 14/17
  • 15. 2D Tools 3D Tools Quiver Plot POVray Rendered Guy K. Kloss | Python Live Plotting 15/17
  • 16. 2D Tools 3D Tools Mayavi “visual” Module VPython “clone” built on top of Mayavi not nearly as fast not nearly as feature complete Guy K. Kloss | Python Live Plotting 16/17
  • 17. 2D Tools 3D Tools Questions? G.Kloss@massey.ac.nz Guy K. Kloss | Python Live Plotting 17/17