Every Carlos fan know Carlos talks a ton when driving. We also know Gaetan enables him and this year has been a full yap-fest beteen the 2. But I wanted to see just how much Carlos talks compared to other drivers. So I used the Inside The Cockpit youtube channel and took their video runtime for each driver for the 24 Grand Prixs this year. Then I just graphed the total time the driver & engineer talked to each other for the whole season.
Qualifying was not included because that would be too affected by car quality. I have sprint data but decided not to include it because it didn't really add to the story. Also as a huge caveat, the method I used means this graph is also affected by DNS, DNFs, broken radios, etc. That wouldn't affect our frontrunner because the gap is so big, but certainly could affect some of the tighter races. (also I am sorry Jack and Franco people. I really couldn't be bothered to separate. That's my bad).
Anyway the takeaway proves my hypothesis as seen by how Carlos far and away has the most minutes logged even with a few DNFs under his belt. Pierre and Gabi are P2 and P3. Then the bottom three are Charles, Yuki, and Liam.
But really I would be wary of drawing TOO heavy conclusions about any non-Carlos drivers being frequent or infrequent talkers because they are all semi-packed together. Like the total time difference between Pierre and Liam is 156 minutes. While the difference between Carlos and Pierre is 186 minutes. That's right. The time between P1 and P2 is bigger than P2 and P20. Carlos was the most frequent speaker in TWENTY-ONE of the 24 races. The 3 he wasn't were all DNFs. (Lance, Gabi, and Pierre were the ones who filled his spot each leading one race a piece). If radio use was a wdc, we are seeing 2023 levels of domination here.
(Note: I seriously recommend non-Carlos fans go listen to one of his radios if you are wondering what he could possibly be yammering on about, it's a fun listen).
Anyway back to the other drivers I would want to see if these patterns repeat next year before I go around saying Charles is a radio-phobe for example. He probably is! The boy might just want quiet while he drives. I just want the patterns confirmed another year.
anyway in case you wanted to see this data on a per race basis, here is the median graphed:
and if for some reason you really love means instead of medians, i also graphed per race average with the top three and bottom three time lengths removed for each driver.
The story doesn't really change too much. A few drivers trade a place or two but the trend is generally the same. Anyway interesting stuff! Someone please ask Carlos if he knows he is putting the others to shame with how much he clicks that radio button. Thank god the radio breakdown in Vegas happened to known radio-hater Alex, because Carlos might have perished on the spot if he had no one to talk to.
(also i know quite a few people have made similar graphs/stories over the season. i wanted to be able to play with the data myself and see the story, but i was certainly not the first to think of this idea. if you have any questions you want answered like "what race did my driver talk the most" or whatever, you can always shoot me an ask too)
I have finally gotten my study visa for france! I am yet to find a place to rent however, but I hope this will reach people (reblogs are much appreciated)
I am looking for a place to stay with 10km from 3 imp. nationale 75013 - places like the 13e, 5e, 14e, ivry-sur-seine and le kremlin bicêtre. I have a monthly rent budget of 650 euros which is why I am more than okay living in the suburb area as I know how difficult it is to find a place within this amount in the main arrondissements. A room in a shared apartment is my favoured option, subletting/renting it for a long term stay.
I can move in by the 30th or even earlier of this month.
I have messaged multiple people on la cartes des colocs, and any other website recommendations would be greatly appreciated. Even student residences are a great option. If anyone is looking for a roommate in these areas, let me know because more than likely i'll move in right away!
"I'm really happy for him. I mean, obviously, we are travelling to basically all the races together, so we've had time to talk, and he's been so unlucky since the beginning of the year, and I don't think it was ever a lack of speed or whatsoever. I think it was more a fortune thing, which luckily today he overcame, and I'm very happy to see him on the podium." (x)
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