![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5318498%2F6bd941847cf80dcad5a60d8e84a1c6b0%2Fkaggle.png?generation=1661103205950211&alt=media\")
Horse Name:My Best Friend,
\njockey:Gutierrez, Reylu ,
\nDate:2019/01/06,
\nRace Number:7,
\nprogram_number = 4,
\ntrack_id = AQU\"
\"My Best Friend\" was not properly handled by Jockey \"Gutierrez, Reylu\" at bend as per the following Display on a Muddy track in Aqueduct on :2019/01/06 for a Distance of \"Six Furlongs\"
\nAnd the Mare was ridden away from Rails throughout which resulted in consumption of energy which has got a short \"Dash\".
\nAnd this pattern of riding at \"Bend\"resulted in Injury to the animal and should be avoided
\nHere Blue color indicates \"Mean path\" to be followed,and the pink color corresponds to the path followed by \"My Best Friend\"
\n
.
\nIf this is what is expected by the competition,Then Inference can be drawn through some more Animals and Data points.
Horse Name:My Best Friend,
\njockey:Gutierrez, Reylu ,
\nDate:2019/01/06,
\nRace Number:7,
\nprogram_number = 4,
\ntrack_id = AQU\"
\"My Best Friend\" was not properly handled by Jockey \"Gutierrez, Reylu\" at bend as per the following Display on a Muddy track in Aqueduct on :2019/01/06 for a Distance of \"Six Furlongs\"
\nAnd the Mare was ridden away from Rails throughout which resulted in consumption of energy which has got a short \"Dash\".
\nAnd this pattern of riding at \"Bend\"resulted in Injury to the animal and should be avoided
\nHere Blue color indicates \"Mean path\" to be followed,and the pink color corresponds to the path followed by \"My Best Friend\"
\n
.
\nIf this is what is expected by the competition,Then Inference can be drawn through some more Animals and Data points.
Thanks for putting in this much effort!
", "rawMarkdown": "Thanks for putting in this much effort!", "votes": null }, { "id": "1908489", "postDate": "08/21/2022 18:09:03", "content": "\"My Best Friend\" exclusive path
\n![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5318498%2F8894fd7020b45c685f9610936c628906%2Fk.png?generation=1661105267028928&alt=media\")
Anomaly of \"My Best Friend\" path
\n![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5318498%2F1d5e3b0a3aa1b29b14d08365403b6b37%2Fk1.png?generation=1661105512040868&alt=media\")
\"My Best Friend\" Offset from Optimum path
\n![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5318498%2F50b7b0cf3cbee3e483253d0ae60e7ba1%2Fk3.png?generation=1661105784216042&alt=media\")
Jockeys will frequently stay further away from the rail when the track is “off”, in this case muddy, because the inside part of the track is where wet weather causes the dirt to settle and they may think it’s more tiring to be down there (the center of the track, or crown, is higher than the ground at the rail for drainage purposes). I went and watched this race and the jockey did nothing wrong from what I could tell, there were horses further from the rail than he was. When you say the jockey did not properly handle the horse, did you read that somewhere, or just infer that from the data points? The winner, a 60-1 long shot, came up the rail to just beat her (I guess the rail wasn’t so bad this day!). Admittedly, I don’t completely understand what your charts are showing but, in thousands of races, I’ve rarely seen horses run straight. They just don’t. I didn’t see anything unusual occur on the turn either.
\nSomething did go awry with her physically in this race, but she came back in 2020 and won her next two races.
", "rawMarkdown": "Jockeys will frequently stay further away from the rail when the track is “off”, in this case muddy, because the inside part of the track is where wet weather causes the dirt to settle and they may think it’s more tiring to be down there (the center of the track, or crown, is higher than the ground at the rail for drainage purposes). I went and watched this race and the jockey did nothing wrong from what I could tell, there were horses further from the rail than he was. When you say the jockey did not properly handle the horse, did you read that somewhere, or just infer that from the data points? The winner, a 60-1 long shot, came up the rail to just beat her (I guess the rail wasn’t so bad this day!). Admittedly, I don’t completely understand what your charts are showing but, in thousands of races, I’ve rarely seen horses run straight. They just don’t. I didn’t see anything unusual occur on the turn either. \n\nSomething did go awry with her physically in this race, but she came back in 2020 and won her next two races.", "votes": null }, { "id": "1908699", "postDate": "08/21/2022 23:16:47", "content": "\" I went and watched this race \" == I couldnot get the video of this race from NYRA,hence unable to watch
\n\"When you say the jockey did not properly handle the horse\" == infer that from the data points
\n\"The winner, a 60-1 long shot, came up the rail to just beat her\" == Hence rail is not a problem in those underfoot conditions
\n\"I don’t completely understand what your charts are showing\"== I tried to project the path taken by \"My Best Friend\" vs \"The mean of The path
\n taken by all winners\" in Dirt/1200Mtrs/Muddy/Aqueduct (similar underfoot
\n condition)
\n\"she came back in 2020 and won her next two races\" == Not 2,but 5,She has got a short burst of speed which does not last long.
\n The subsequent win in 1100 mtrs,even though she ran wayward,she still could win.
\n And the next race which is 1200 mtrs,she travelled all along the rail to win it and not
\n has the luxary of running away from rails.to be able to optimixe the burst
![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5318498%2Ffd2ede5cd50c78a246fd2c4b59ef062d%2Fk.png?generation=1661123036142873&alt=media\")
If you can see \"My Best Friend\" was 10/100 Favorite,all alone in front without any interference from other horses,Cutting good fractions,there was no nessacity to take erratic course which is evident from the above chart in terms of feet travelled(4015).
\nOnly 'Stabilize'(4034), ' 'Shak's Hidden Gem'(4046), 'Diamond Princess'(4022) travelled longer than \"My Best Friend\" because they do not have clear path and had to circumvent other horses in front of them,and moreover they are non Jobbers and utilizing this run for their future endeavers
", "rawMarkdown": "\" I went and watched this race \" == I couldnot get the video of this race from NYRA,hence unable to watch\n\"When you say the jockey did not properly handle the horse\" == infer that from the data points\n\"The winner, a 60-1 long shot, came up the rail to just beat her\" == Hence rail is not a problem in those underfoot conditions\n\"I don’t completely understand what your charts are showing\"== I tried to project the path taken by \"My Best Friend\" vs \"The mean of The path \n taken by all winners\" in Dirt/1200Mtrs/Muddy/Aqueduct (similar underfoot \n condition)\n\"she came back in 2020 and won her next two races\" == Not 2,but 5,She has got a short burst of speed which does not last long.\n The subsequent win in 1100 mtrs,even though she ran wayward,she still could win.\n And the next race which is 1200 mtrs,she travelled all along the rail to win it and not\n has the luxary of running away from rails.to be able to optimixe the burst\n\n\n\n\nIf you can see \"My Best Friend\" was 10/100 Favorite,all alone in front without any interference from other horses,Cutting good fractions,there was no nessacity to take erratic course which is evident from the above chart in terms of feet travelled(4015).\n\nOnly 'Stabilize'(4034), ' 'Shak's Hidden Gem'(4046), 'Diamond Princess'(4022) travelled longer than \"My Best Friend\" because they do not have clear path and had to circumvent other horses in front of them,and moreover they are non Jobbers and utilizing this run for their future endeavers", "votes": null }, { "id": "1908815", "postDate": "08/22/2022 04:10:17", "content": "\"\"\"Jockeys will frequently stay further away from the rail when the track is “off”, in this case muddy, because the inside part of the track is where wet weather causes the dirt to settle and they may think it’s more tiring to be down there (the center of the track, or crown, is higher than the ground at the rail for drainage purposes)\"\"\" == True.You seem to have domain knowledge and able to come up with good quries.
", "rawMarkdown": "\"\"\"Jockeys will frequently stay further away from the rail when the track is “off”, in this case muddy, because the inside part of the track is where wet weather causes the dirt to settle and they may think it’s more tiring to be down there (the center of the track, or crown, is higher than the ground at the rail for drainage purposes)\"\"\" == True.You seem to have domain knowledge and able to come up with good quries.", "votes": null }, { "id": "1915067", "postDate": "08/26/2022 16:29:31", "content": "This is why jockeys move further out from the rail on wet tracks, such as the one in My Best Friend’s race.
\n![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F11305856%2F753836bb65fc944e139bc704a7dcf8e1%2FCFB950A2-27F0-4200-AD9D-073E8418777B.jpeg?generation=1661531298205648&alt=media\")
Thanks for putting in this much effort!
", "votes": null, "replies": [] }, { "id": 1908489, "author_name": "kiranupx", "author_url": "", "post_date": "08/21/2022 18:09:03", "content": "\"My Best Friend\" exclusive path
\n
Anomaly of \"My Best Friend\" path
\n
\"My Best Friend\" Offset from Optimum path
\n
Jockeys will frequently stay further away from the rail when the track is “off”, in this case muddy, because the inside part of the track is where wet weather causes the dirt to settle and they may think it’s more tiring to be down there (the center of the track, or crown, is higher than the ground at the rail for drainage purposes). I went and watched this race and the jockey did nothing wrong from what I could tell, there were horses further from the rail than he was. When you say the jockey did not properly handle the horse, did you read that somewhere, or just infer that from the data points? The winner, a 60-1 long shot, came up the rail to just beat her (I guess the rail wasn’t so bad this day!). Admittedly, I don’t completely understand what your charts are showing but, in thousands of races, I’ve rarely seen horses run straight. They just don’t. I didn’t see anything unusual occur on the turn either.
\nSomething did go awry with her physically in this race, but she came back in 2020 and won her next two races.
", "votes": null, "replies": [] }, { "id": 1908699, "author_name": "kiranupx", "author_url": "", "post_date": "08/21/2022 23:16:47", "content": "\" I went and watched this race \" == I couldnot get the video of this race from NYRA,hence unable to watch
\n\"When you say the jockey did not properly handle the horse\" == infer that from the data points
\n\"The winner, a 60-1 long shot, came up the rail to just beat her\" == Hence rail is not a problem in those underfoot conditions
\n\"I don’t completely understand what your charts are showing\"== I tried to project the path taken by \"My Best Friend\" vs \"The mean of The path
\n taken by all winners\" in Dirt/1200Mtrs/Muddy/Aqueduct (similar underfoot
\n condition)
\n\"she came back in 2020 and won her next two races\" == Not 2,but 5,She has got a short burst of speed which does not last long.
\n The subsequent win in 1100 mtrs,even though she ran wayward,she still could win.
\n And the next race which is 1200 mtrs,she travelled all along the rail to win it and not
\n has the luxary of running away from rails.to be able to optimixe the burst
If you can see \"My Best Friend\" was 10/100 Favorite,all alone in front without any interference from other horses,Cutting good fractions,there was no nessacity to take erratic course which is evident from the above chart in terms of feet travelled(4015).
\nOnly 'Stabilize'(4034), ' 'Shak's Hidden Gem'(4046), 'Diamond Princess'(4022) travelled longer than \"My Best Friend\" because they do not have clear path and had to circumvent other horses in front of them,and moreover they are non Jobbers and utilizing this run for their future endeavers
", "votes": null, "replies": [] }, { "id": 1908815, "author_name": "kiranupx", "author_url": "", "post_date": "08/22/2022 04:10:17", "content": "\"\"\"Jockeys will frequently stay further away from the rail when the track is “off”, in this case muddy, because the inside part of the track is where wet weather causes the dirt to settle and they may think it’s more tiring to be down there (the center of the track, or crown, is higher than the ground at the rail for drainage purposes)\"\"\" == True.You seem to have domain knowledge and able to come up with good quries.
", "votes": null, "replies": [] }, { "id": 1915067, "author_name": "stevenr59", "author_url": "", "post_date": "08/26/2022 16:29:31", "content": "This is why jockeys move further out from the rail on wet tracks, such as the one in My Best Friend’s race.
\n