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tom-gillispie.blogspot.com/2024/12/pilo...
Front page of dashboard app with information panel and 5 plots: 1) Select airport that I've pre-fetched data on (17 now, easy to add more). Data from ~25 years with 241k hourly data points. Runway info (used to calculate crosswinds) 2) Line plot showing by time of day and month % time of VFR conditions 3) Same as (2) but with a heat map 4) Plot of frequency of reported wind directions 5) Heat map of 75th percentile of crosswind on best runway, by time of day and month 6) Median temperature, by time of day and month Line plot is via Plotly, so the plots are interactable (hover over lines, click lines to hide/show)
Second page of METAR analysis dashboard, showing by time of day and month of year percentages of each of 4 classification categories: LIFR, IFR, MVFR, and VFR The next page, with personal minimums, is useful to see which factor contributed to the non-VFR classification. Line plots are all via Plotly, so the plots are interactable (hover over lines, click lines to hide/show)
Third page of METAR analysis dashboard, where you can enter personal minimums of: max wind, max crosswind, max wind gust, minimum ceiling, and minimum visibility. 6 plots are generated which show, by time of day and month of year, what percentage of time each of these minimums is met, as well as when ALL of the minimums are met. In this example, the primary reason for non-VFR conditions at KVNY in May and Jun ~6 - 8 am is low ceilings (likely fog). Line plots are all via Plotly, so the plots are interactable (hover over lines, click lines to hide/show)
List of the currently 17 airports that I have downloaded data for. Pretty easy to add more, so let me know if there are specific airfields you are interested.
Used #rstats #shinylive to analyze 20 years of hourly weather data at 17 airports. Visualize conditions by time of day and month. Enter personal mins and and see updates. Useful for #studentpilots to predict best times to fly.
LOADS SLOW: jhchou.github.io/metar_analys...
#aviation #avgeek #dataviz
#pilots #mistakes PILOTS’ MISTAKES and MORE #airplanes #airlines #airports #studentpilots #crashlandings
tom-gillispie.blogspot.com/2024/12/pilo...
#pilots #mistakes PILOTS’ MISTAKES and MORE #airplanes #airlines #airports #studentpilots #crashlandings
tom-gillispie.blogspot.com/2024/12/pilo...
#pilots #mistakes PILOTS’ MISTAKES and MORE #airplanes #airlines #airports #studentpilots #crashlandings
tom-gillispie.blogspot.com/2024/12/pilo...
#pilots #mistakes PILOTS’ MISTAKES and MORE #airplanes #airlines #airports #studentpilots #crashlandings
tom-gillispie.blogspot.com/2024/12/pilo...