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@amneumarkt · Post #721 · 01/16/2026, 06:26 AM
#visualization This is actually smart. https://medium.com/@redhotchilipaper/using-trapezoids-to-visualize-matrix-multiplication-with-applications-to-data-science-e1cff40de098
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Source channel @githubtrending · Post #14761 · May 29
#python#api#async#asyncio#fastapi#framework#json#json_schema#openapi#openapi3#pydantic#python#python_types#python3#redoc#rest#starlette#swagger#swagger_ui#uvicorn#web FastAPI is a modern Python web framework for building fast, reliable APIs that is easy to learn and quick to code, making it ready for production use right away. It uses standard Python type hints, which means you get automatic data validation, fewer bugs, and great editor support with code completion and type checks. FastAPI also generates interactive documentation automatically, so you and your team can understand and test your API easily. The main benefit is that you can develop robust, high-performance APIs much faster and with less effort, while reducing errors and making your code easier to maintain[1][2][3]. https://github.com/fastapi/fastapi
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@amneumarkt · Post #713 · 12/19/2025, 05:44 PM
#visualization Broken Chart: discover 9 visualization alternatives – Dr Dominic Royé https://dominicroye.github.io/blog/2025-12-14-broken-charts/
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@amneumarkt · Post #649 · 12/05/2024, 09:01 PM
#visualization introduction | Deneb https://deneb-viz.github.io/
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@amneumarkt · Post #646 · 11/29/2024, 04:09 AM
#visualization Plotly will supports polars natively in v6 . https://github.com/plotly/plotly.py/releases/tag/v6.0.0rc0
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@amneumarkt · Post #643 · 11/24/2024, 03:57 PM
#visualization Dashboard Deutschland https://www.dashboard-deutschland.de/
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@amneumarkt · Post #619 · 09/04/2024, 05:35 PM
#visualization The Data Viz Tools We Used In 2023 https://data-viz-tools-2023.netlify.app
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@amneumarkt · Post #614 · 08/18/2024, 07:47 AM
#visualization There was a joke saying that every tree in Germany has been touched by some human. There's even a research on the topic of how dense the buildings are in Germany. Based on this research, the farthest distance that is away from a building is only 6.3km. I just can't believe this. I feel something is wrong but I don't have data to validate. Behnisch, Martin, Martin Schorcht, Steffen Kriewald, and Diego Rybski. 2019. “Settlement Percolation: A Study of Building Connectivity and Poles of Inaccessibility.” Landscape and Urban Planning 191 (103631): 103631.
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@amneumarkt · Post #592 · 06/27/2024, 09:56 PM
#visualization Beautiful. There are details that the author designed quite well. How long are the nights? https://plotparade.com/gallery_sunrise.html
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@amneumarkt · Post #566 · 03/29/2024, 01:55 PM
#visualization Some comments in this post are just so funny. https://www.reddit.com/r/MapPorn/s/HsLvLGzLb6
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@amneumarkt · Post #518 · 12/20/2023, 08:35 AM
#visualization Source: https://www.statista.com/statistics/520952/netherlands-number-of-live-born-children-by-marital-status-of-the-mother/
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@amneumarkt · Post #514 · 12/01/2023, 03:12 PM
#visualization Finland vs UK, and Turkiye/Turkey is such a nice example of data quality issues. https://www.reddit.com/r/MapPorn/s/QYGauVmzOP
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@amneumarkt · Post #505 · 11/09/2023, 07:13 PM
#visualization https://www.reddit.com/r/dataisbeautiful/s/V05LnvCzqC
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