Table 3. A summary of the repeaters dataset by city/race showing the city name and years for which there are data, the number of runners (#R), the percentage of female runners (%F), the average finish-time (FT) and the percentage of runners hitting the wall (%HTW) based on the operational defintion adopted here.
| City (years) | #R | %Rpt | %F | FT (mins) | %HTW |
|---|---|---|---|---|---|
| Amsterdam (2012–2019) | 40,219 | 44.37 | 21.21 | 244.67 ± 37.45 | 20.05 |
| Athens (2013–2019) | 35,008 | 39.62 | 12.81 | 276.00 ± 51.27 | 22.63 |
| Aukland (2017–2018) | 999 | 32.89 | 26.03 | 258.15 ± 49.24 | 25.32 |
| Austin (2017–2019) | 2,575 | 34.16 | 76.61 | 277.78 ± 52.44 | 22.08 |
| Barcelona (2011–2019) | 40,095 | 34.98 | 13.81 | 233.49 ± 33.49 | 19.02 |
| Berlin (2010–2019) | 192,450 | 55.61 | 24.70 | 249.15 ± 41.70 | 15.77 |
| Boston (2010–2019) | 139,871 | 60.70 | 46.39 | 233.79 ± 38.52 | 22.23 |
| Chicago (2005–2019) | 338,197 | 62.92 | 44.36 | 269.84 ± 51.73 | 29.09 |
| Cologne (2016–2019) | 10,252 | 56.31 | 22.04 | 245.78 ± 36.42 | 22.84 |
| Copenhagen (2011–2019) | 38,405 | 51.87 | 22.93 | 242.78 ± 33.69 | 25.98 |
| Dubai (2016–2019) | 3,019 | 40.79 | 22.11 | 260.64 ± 46.59 | 37.70 |
| Eindhoven (2008–2019) | 8,268 | 47.28 | 16.35 | 227.43 ± 28.62 | 19.03 |
| Frankfurt (2005–2019) | 97,851 | 70.01 | 20.18 | 239.30 ± 35.23 | 18.41 |
| Gold_Coast (2008–2018) | 23,268 | 46.79 | 32.00 | 247.87 ± 42.95 | 33.44 |
| Hamburg (2013–2019) | 49,388 | 62.33 | 21.93 | 242.41 ± 35.47 | 13.08 |
| Helsinki (2015–2017) | 3,737 | 47.87 | 25.83 | 257.90 ± 39.43 | 22.04 |
| Honolulu (2016–2018) | 5,406 | 19.38 | 39.51 | 315.10 ± 63.63 | 40.99 |
| Houston (2011–2018) | 39,430 | 72.22 | 38.09 | 265.72 ± 43.59 | 26.21 |
| Los Angeles (2015–2019) | 46,992 | 60.57 | 41.47 | 303.90 ± 62.68 | 35.24 |
| London (2011–2019) | 95,383 | 29.59 | 35.70 | 257.97 ± 51.81 | 23.61 |
| Madrid (2013–2019) | 50,892 | 71.44 | 10.97 | 244.95 ± 35.30 | 27.51 |
| Melbourne (2015–2018) | 7,329 | 34.05 | 37.83 | 248.19 ± 37.11 | 40.33 |
| Mexico (2013–2017) | 29,513 | 35.76 | 23.43 | 298.18 ± 53.27 | 51.71 |
| Moscow (2017–2019) | 6,281 | 25.79 | 12.93 | 241.52 ± 36.72 | 14.75 |
| New York (2006–2019) | 326,560 | 57.85 | 38.26 | 264.69 ± 48.77 | 24.49 |
| Oslo (2016–2018) | 3,160 | 49.18 | 27.37 | 236.93 ± 33.02 | 14.92 |
| Paris (2014–2019) | 117,079 | 48.72 | 22.01 | 259.04 ± 48.24 | 29.19 |
| Prague (2016–2018) | 6,841 | 36.89 | 22.58 | 252.87 ± 42.56 | 30.82 |
| Rome (2018–2019) | 5,353 | 27.75 | 36.29 | 261.77 ± 46.12 | 32.15 |
| Rotterdam (2012–2019) | 45,328 | 51.38 | 20.35 | 243.34 ± 34.41 | 27.31 |
| Singapore (2016–2018) | 7,016 | 33.75 | 15.32 | 343.91 ± 50.30 | 63.58 |
| Stockholm (2005–2019) | 142,598 | 71.17 | 23.93 | 252.67 ± 38.92 | 18.16 |
| Sydney (2013–2018) | 8,544 | 45.74 | 27.51 | 245.58 ± 37.45 | 26.10 |
| Tokyo (2015–2018) | 23,013 | 19.27 | 22.43 | 278.82 ± 59.06 | 32.28 |
| Valencia (2014–2018) | 25,012 | 39.12 | 14.03 | 232.84 ± 32.21 | 17.28 |
| Vienna (2005–2019) | 25,863 | 31.22 | 14.43 | 237.58 ± 33.64 | 13.93 |
| Warsaw (2015–2018) | 8,137 | 33.04 | 14.87 | 244.82 ± 37.38 | 24.68 |
| Washington (2008–2018) | 129,889 | 58.65 | 43.18 | 283.94 ± 51.23 | 35.16 |