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Is Rainfall Getting Heavier? Building a Weather Forecasting Pipeline with Singapore Weather Station Data

Talkat FOSDEM 2021 · on Sunday, 2021-02-07· at 13:30· D.python· [data-science, python]

speakers

name:Chin Hwee Ong
website:https://ongchinhwee.me
name:Xithrius
links:none on file

resources

video:https://video.fosdem.org/2021/D.python/python_weather_pipeline.mp4
slides:https://fosdem.org/2021/schedule/event/python_weather_pipeline/attachments/slides/4721/export/events/attachments/python_weather_pipeline/slides/4721/FOSDEM_Python_Devroom_7_February_2021_Is_Rainfall_Getting_Heavier_Building_a_Weather_Forecasting_Pipeline_with_Singapore_Weather_Station_Data.pdf
http://bit.ly/fosdem2021-sgrainfall-forecast

summary

Shows how to fetch Singapore weather-station data from Data.gov.sg APIs using Requests and process it with pandas to build a user-defined-time-period data pipeline. Uses the extracted data to explore tropical seasons, recent rainfall trends, and outlines data-driven approaches for forecasting future weather trends.

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