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New database search function

Posted on 2021-07-18 | by real biathlon

I have been working on a new feature that allows to search the real biathlon database for all-time records, seasonal data/records or specific data subsets. You can search three separate categories: among all single races, aggregated seasonal data, and career statistics. I implemented a new web interface available in the Patreon section for more complex database searches that allows combined queries for multiple values/ranges.

Below are a few examples of possible queries:

Since 2001–02, there have been only 3 races in which an athlete topped all major stats (rank, ski rank, hit rate, shooting time): all these “perfect” races where done by Ole Einar Bjørndalen between 2001 and 2005. There hasn’t been a single race like this on the women’s side.

“Perfect” races, all time

NoFamily NameGiven NameNationDateLevelPlaceDisciplineRankSki RankTotal PercentShooting Time Rank
NoFamily NameGiven NameNationDateLevelPlaceDisciplineRankSki RankTotal PercentShooting Time Rank
1BjoerndalenOle EinarNOR
2001-12-06WCHochfilzenSP111001
2BjoerndalenOle EinarNOR
2004-12-11WCOslo HolmenkollenSP111001
3BjoerndalenOle EinarNOR
2005-01-23WCAntholz-AnterselvaPU111001
4BjoerndalenOle EinarNOR
2005-02-20WCPokljukaMS121002
5EberhardJulianAUT
2017-03-03WCPyeongChangSP121001

Who was the fastest skier ever? That’s difficult to answer, because results will always differ depending on your criteria. But the list of the top female skiers (per season) in terms of percent back from top 10 median isn’t a bad benchmark.

Kaisa Mäkäräinen, Magdalena Neuner and Darya Domracheva had 3 seasons each skiing at least 1.6% faster than the top 10 median. Interestingly, all seasons are from at least 6 years ago. Either the depth of the women’s field has increased a lot in just a couple of years, or there aren’t as many all-time great skiers in today’s field.

Fastest skiers (top 10 median back) | Women’s seasons

NoFamily NameGiven NameNationRacesSeason IdDisciplineYearSkiing Top 10 Median BackSki RankSpeed
NoFamily NameGiven NameNationRacesSeason IdDisciplineYearSkiing Top 10 Median BackSki RankSpeed
1MakarainenKaisaFIN
251415NonTeam2015-2.6382.423.01
2NeunerMagdalenaGER
250708NonTeam2008-2.5021.3222.255
3DomrachevaDaryaBLR
261112NonTeam2012-2.4542.34622.385
4DomrachevaDaryaBLR
251415NonTeam2015-2.0642.12522.852
5ZidekAnna CarinSWE
230506NonTeam2006-1.9992.43521.226
6DomrachevaDaryaBLR
241314NonTeam2014-1.891.91722.472
7NeunerMagdalenaGER
251112NonTeam2012-1.822.7222.261
8NeunerMagdalenaGER
211011NonTeam2011-1.7741.95222.14
9MakarainenKaisaFIN
261213NonTeam2013-1.7362.69222.404
10MakarainenKaisaFIN
261112NonTeam2012-1.7352.61522.211
11GoessnerMiriamGER
241213NonTeam2013-1.64.08322.375

Below are the fastest female shooters – average of all career shooting times (at least 10 races). Unsurprisingly, that list is dominated by current athletes, as shooting speed have increased considerably over the last decade. Julia Simon tops this ranking with a average 25.5s shooting time in her 80 career races to date.

Fastest shooters (below 27 sec) | Women’s career data

NoFamily NameGiven NameNationFirst YearLast YearRacesDisciplineTotal Shooting TimeTotal PercentRaces
NoFamily NameGiven NameNationFirst YearLast YearRacesDisciplineTotal Shooting TimeTotal PercentRaces
1SimonJuliaFRA
2017202180NonTeam25.47877.85780
2CadurischIreneSUI
2012202168NonTeam25.88879.04468
3KummerLuiseGER
2014201622NonTeam26.3587.04522
4MerkushynaAnastasiyaUKR
2015202176NonTeam26.51584.73776
5BankesMeganCAN
2017202143NonTeam26.62974.3943
6WiererDorotheaITA
20092021238NonTeam26.71985.506238
7GhilenkoAllaMDA
2017202136NonTeam26.82479.54536
8PojeUrskaSLO
2014202036NonTeam26.86884.58336

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Recent Articles

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