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#pandas — Public Fediverse posts

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

  1. How are the schools in your country?

    The results from PISA 2025 are out, ranking education systems in dozens of countries.

    In the latest Bamboo Weekly, we use to better understand some of this data.

    Level up your data-analysis skills every Wednesday: BambooWeekly.com

  2. Profile raw CSVs from ETL or APIs: this 282-line pandas script flags outliers via z-score (std thresh) and outputs an HTML report. Intermediate level, ready to run. valtersit.com/python/pandas-da #python #data #pandas

  3. To review the (draft) update of national #SSP projections for #GDP and #population, you can...

    1. View the data via our interactive #ScenarioExplorer hosted by the #IIASA #ScenarioServices team
    2. Download the full dataset as xlsx
    3. Access the data via our #Python or #Rstats API

    And with our #opensource package #pyam_iamc, it's as easy as the snippet below...
    ... to get something that's just like a #pandas #DataFrame - but better!

    #ReadTheDocs at pyam-iamc.readthedocs.io

  4. Just in time for the #Horizon2020 #ECEMF consortium meeting...

    🎉 Release v1.9 of the #pyam_iamc package for #scenario analysis & #dataviz

    Now supporting #pandas v2.0 and fully tested on #Python v3.11...
    github.com/iamconsortium/pyam

  5. Just in time for the #openmod workshop hosted by the #IIASA #Energy #Climate & #Environment program...

    🎉New release v1.8 of our #opensource #python package #pyam_iamc for #scenario analysis & #dataviz!

    1. Jonas Hirsch & Matt Gidden refactored the internal #pandas data handling, so initializing an #IamDataFrame is now up to 3x faster for large datasets!
    2. @PietroMonticone fixed a few typos in the #tutorials...

    #ReadTheDocs 👉 pyam-iamc.readthedocs.io/