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    1. NovelFindings on

      * Data source: direct from listing site [https://www.richmondmarathon.org/results/year-by-year-results/](https://www.richmondmarathon.org/results/year-by-year-results/)

      * Tools: R and ggplot2

      Full analysis: [https://rivercitydatascience.com/analysis/rva-marathon/](https://rivercitydatascience.com/analysis/rva-marathon/)

      A *positive split* (red) is when the second half is slower than the first (e.g., 2:00 first half vs 2:30 second half). A *negative split* (green) is the opposite. We defined *even splits* as halves within ±2% of each other (yellow).

      Each point shows a runner’s first‑half vs second‑half time from the 2025 Richmond Marathon. The fastest finishers (Boston‑qualifying times, blue) cluster tightly near the even‑split diagonal, while the overall field shows a much wider distribution with many large positive splits

    2. Oof

      Someone ran 1:29 first half and 3:06 second half.

      I’ve had (non marathon) runs like that. Must have felt like poop.

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