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#exploratorydataanalysis — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #exploratorydataanalysis, aggregated by home.social.

  1. Today I learned how to make a custom project template with the python cookiecutter tool
    cookiecutter.io/
    At my work we do a scientific validation project whenever we change our data analysis pipeline. So a lot is the same, but we need to be able to customize the validation depending on what changed in our pipeline. The templates look like they will help us be consistent while allowing flexibility. I am excited about it!

    #python
    #cookiecutter
    #exploratoryDataAnalysis

  2. Today I learned how to make a custom project template with the python cookiecutter tool
    cookiecutter.io/
    At my work we do a scientific validation project whenever we change our data analysis pipeline. So a lot is the same, but we need to be able to customize the validation depending on what changed in our pipeline. The templates look like they will help us be consistent while allowing flexibility. I am excited about it!

    #python
    #cookiecutter
    #exploratoryDataAnalysis

  3. Today I learned how to make a custom project template with the python cookiecutter tool
    cookiecutter.io/
    At my work we do a scientific validation project whenever we change our data analysis pipeline. So a lot is the same, but we need to be able to customize the validation depending on what changed in our pipeline. The templates look like they will help us be consistent while allowing flexibility. I am excited about it!

    #python
    #cookiecutter
    #exploratoryDataAnalysis

  4. Today I learned how to make a custom project template with the python cookiecutter tool
    cookiecutter.io/
    At my work we do a scientific validation project whenever we change our data analysis pipeline. So a lot is the same, but we need to be able to customize the validation depending on what changed in our pipeline. The templates look like they will help us be consistent while allowing flexibility. I am excited about it!

    #python
    #cookiecutter
    #exploratoryDataAnalysis

  5. Today I learned how to make a custom project template with the python cookiecutter tool
    cookiecutter.io/
    At my work we do a scientific validation project whenever we change our data analysis pipeline. So a lot is the same, but we need to be able to customize the validation depending on what changed in our pipeline. The templates look like they will help us be consistent while allowing flexibility. I am excited about it!

    #python
    #cookiecutter
    #exploratoryDataAnalysis

  6. Exploratory data analysis is usually where the first real insight appears, and I’ve been looking for ways to make that moment clearer and more immediate.

    One experiment I’m trying is a hover-based UI: move your cursor over a column and a compact histogram appears. It gives you an instant feel for the distribution without interrupting your flow.

    #DataVisualization #ExploratoryDataAnalysis #UXDesign #InformationDesign #EdTech

  7. Exploratory data analysis is usually where the first real insight appears, and I’ve been looking for ways to make that moment clearer and more immediate.

    One experiment I’m trying is a hover-based UI: move your cursor over a column and a compact histogram appears. It gives you an instant feel for the distribution without interrupting your flow.

    #DataVisualization #ExploratoryDataAnalysis #UXDesign #InformationDesign #EdTech

  8. Exploratory data analysis is usually where the first real insight appears, and I’ve been looking for ways to make that moment clearer and more immediate.

    One experiment I’m trying is a hover-based UI: move your cursor over a column and a compact histogram appears. It gives you an instant feel for the distribution without interrupting your flow.

    #DataVisualization #ExploratoryDataAnalysis #UXDesign #InformationDesign #EdTech

  9. Exploratory data analysis is usually where the first real insight appears, and I’ve been looking for ways to make that moment clearer and more immediate.

    One experiment I’m trying is a hover-based UI: move your cursor over a column and a compact histogram appears. It gives you an instant feel for the distribution without interrupting your flow.

    #DataVisualization #ExploratoryDataAnalysis #UXDesign #InformationDesign #EdTech

  10. Exploratory data analysis is usually where the first real insight appears, and I’ve been looking for ways to make that moment clearer and more immediate.

    One experiment I’m trying is a hover-based UI: move your cursor over a column and a compact histogram appears. It gives you an instant feel for the distribution without interrupting your flow.

    #DataVisualization #ExploratoryDataAnalysis #UXDesign #InformationDesign #EdTech

  11. #CodemotionMilan è la prossima settimana !

    Ci sarò anche io con un talk su
    🔍 #ExploratoryDataAnalysis
    📊 #DataVisualization

    mercoledì 1️⃣5️⃣ ottobre alle 🕧 12:30 Gate 5️⃣

    Corley Cloud at CodemotionMilan
    #EDA #GraphTools #Accessibility #Interpretability #BestPractices

  12. #CodemotionMilan è la prossima settimana !

    Ci sarò anche io con un talk su
    🔍 #ExploratoryDataAnalysis
    📊 #DataVisualization

    mercoledì 1️⃣5️⃣ ottobre alle 🕧 12:30 Gate 5️⃣

    Corley Cloud at CodemotionMilan
    #EDA #GraphTools #Accessibility #Interpretability #BestPractices

  13. Just wrapped up an exhilarating dive into the IMDB Dataset! 📊🎥

    Exploratory Data Analysis (EDA) of IMDB Dataset: therational.ist/about/projects

    Did you know the record for most works adopted to movies belongs to William Shakespeare with 412 movies!

    Or that, Game of Thrones is among 5 most loved titles while it's episode “The Iron Throne” is among 5 most hated!

    #DataScience #ExploratoryDataAnalysis #EDA

  14. Just wrapped up an exhilarating dive into the IMDB Dataset! 📊🎥

    Exploratory Data Analysis (EDA) of IMDB Dataset: therational.ist/about/projects

    Did you know the record for most works adopted to movies belongs to William Shakespeare with 412 movies!

    Or that, Game of Thrones is among 5 most loved titles while it's episode “The Iron Throne” is among 5 most hated!

    #DataScience #ExploratoryDataAnalysis #EDA

  15. Just wrapped up an exhilarating dive into the IMDB Dataset! 📊🎥

    Exploratory Data Analysis (EDA) of IMDB Dataset: therational.ist/about/projects

    Did you know the record for most works adopted to movies belongs to William Shakespeare with 412 movies!

    Or that, Game of Thrones is among 5 most loved titles while it's episode “The Iron Throne” is among 5 most hated!

    #DataScience #ExploratoryDataAnalysis #EDA

  16. trick of the day: linking a scatter plot and a bar plot in using DynamicMap (since Linked Brushing -- which is awesome usually -- does not support bar plots)

    9 lines of code 😎

    discourse.holoviz.org/t/linked

    HT @MarcSkovMadsen whose answer to a related question pointed me towards the right path

  17. #ExploratoryDataAnalysis trick of the day: linking a scatter plot and a bar plot in #holoviews using DynamicMap (since Linked Brushing -- which is awesome usually -- does not support bar plots)

    9 lines of code 😎

    discourse.holoviz.org/t/linked

    HT @MarcSkovMadsen whose answer to a related question pointed me towards the right path

    #DataViz #hvplot #DataScience

  18. #ExploratoryDataAnalysis trick of the day: linking a scatter plot and a bar plot in #holoviews using DynamicMap (since Linked Brushing -- which is awesome usually -- does not support bar plots)

    9 lines of code 😎

    discourse.holoviz.org/t/linked

    HT @MarcSkovMadsen whose answer to a related question pointed me towards the right path

    #DataViz #hvplot #DataScience

  19. #ExploratoryDataAnalysis trick of the day: linking a scatter plot and a bar plot in #holoviews using DynamicMap (since Linked Brushing -- which is awesome usually -- does not support bar plots)

    9 lines of code 😎

    discourse.holoviz.org/t/linked

    HT @MarcSkovMadsen whose answer to a related question pointed me towards the right path

    #DataViz #hvplot #DataScience

  20. #ExploratoryDataAnalysis trick of the day: linking a scatter plot and a bar plot in #holoviews using DynamicMap (since Linked Brushing -- which is awesome usually -- does not support bar plots)

    9 lines of code 😎

    discourse.holoviz.org/t/linked

    HT @MarcSkovMadsen whose answer to a related question pointed me towards the right path

    #DataViz #hvplot #DataScience

  21. Pandas profiling is a #Python module with which we can quickly do an #ExploratoryDataAnalysis with just a few lines of code:

    from pandas_profiling import ProfileReport
    report = ProfileReport(df_titanic)
    report. to_file(output_file='report.html')

    #EDA #DataScience #DataViz #DataMining #PandasProfiling

  22. Pandas profiling is a module with which we can quickly do an with just a few lines of code:

    from pandas_profiling import ProfileReport
    report = ProfileReport(df_titanic)
    report. to_file(output_file='report.html')

  23. I have indicated this book as obligatory for students on the Exploratory Data Analysis course.
    I recommend. Is great.
    Author and his book website: clauswilke.com/dataviz/
    and GitHub: github.com/clauswilke/dataviz

    #DataStorytelling #DataScience #DataViz #EDA #ExploratoryDataAnalysis

  24. I have indicated this book as obligatory for students on the Exploratory Data Analysis course.
    I recommend. Is great.
    Author and his book website: clauswilke.com/dataviz/
    and GitHub: github.com/clauswilke/dataviz

  25. Excited to be in Rimini this week to teach a workshop at Alma Mater Studiorum #UNIBO.

    This will be the second time I offer the Italian edition of #ExploratoryDataAnalysis in R.

    The materials are available as an #OpenEducationalResource here:

    paezha.github.io/edashop/

    #Rstats #OpenScience #McMaster

  26. Excited to be in Rimini this week to teach a workshop at Alma Mater Studiorum #UNIBO.

    This will be the second time I offer the Italian edition of #ExploratoryDataAnalysis in R.

    The materials are available as an #OpenEducationalResource here:

    paezha.github.io/edashop/

    #Rstats #OpenScience #McMaster

  27. Excited to be in Rimini this week to teach a workshop at Alma Mater Studiorum #UNIBO.

    This will be the second time I offer the Italian edition of #ExploratoryDataAnalysis in R.

    The materials are available as an #OpenEducationalResource here:

    paezha.github.io/edashop/

    #Rstats #OpenScience #McMaster

  28. Excited to be in Rimini this week to teach a workshop at Alma Mater Studiorum #UNIBO.

    This will be the second time I offer the Italian edition of #ExploratoryDataAnalysis in R.

    The materials are available as an #OpenEducationalResource here:

    paezha.github.io/edashop/

    #Rstats #OpenScience #McMaster