Looking for scouting data from Worlds

Hey everyone!

I was wondering if anyone has scouting data from Worlds—preferably in not the Roebling division, since I’ve already got that—they would be willing to share? I’m working on a project for my Data Analysis and Visualization class in which I’m analyzing FRC match data and comparing it to robot shooting mechanisms to see if there’s a certain shooter that stands out as the most accurate.

Thanks so much!

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Spectrum data from Netwon:

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Thanks so much!!

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NERD

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Are you looking by style or for an individual team?

I’m curious as to the process going in and would love to see your results when you complete the project.

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We collected pretty indepth (by most standards) on the type of shooter by robot (pit scouting). Also collected shoot zone (8 zones) and misses/hits. By no means was this extensive location data, but it is enough to see patterns at mid levels of play. At higher levels there were so many balls in the air that shoot location was largely driven by the ball availability on the field. (That was a miss in my part when putting together the collection scheme, in hindsight ball pickup location may have been more useful at worlds).

We were in hopper.

I can definitely get that info, almost immediately if you are willing to deal with a large json file. It is close to complete. Typical caveats with collected data apply, especially since we were low on students to scout.

Here are the zones we settled on if it makes any difference…

Alright that’s it I’m hunting you down

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@Kraigo Thanks so much!

@Bradl5112 Right now I’m just looking at teams, and then I’m going to probably take like a random number of teams (50? 100?) and see if I can find the type of shooter they have/mechanisms/whatever, and then I’ll put it all together. Thank you!! Maybe I’ll post it here when I’m done.

@Skyehawk That would be seriously AMAZING. I’d appreciate it so much if you could! Thank you!!!

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Alright, let me clean up the output (turn a few things back on that we didn’t use at worlds). I’ll get it to you (hopefully) by end of day.

Does anyone have any data with accuracy/# of shots taken included as well?

I got scouting data from the carver division if you wan’t that.

I want that!

I would like to see this data!

Does anyone have Turing data?

Please, and thank you so much!

I have match data from Newton if you want to cross-reference it with Spectrum’s.

That’d be great!

After discoursing with a student on the team I have gotten Turing data into an excel sheet so here is 5406 turning data
Team 5406 - Turing Division - Scouting Data.xlsx (25.0 KB)

This is our dataset from Hopper (a week late and a few dollars short). Usual caveats apply in terms of hand collected data.

It is in JSON format, by match by team. You will need to probably do some aggregation to be of any real use… sorry about that. Furthermore only worry about the “all cycles” shot level, (defended and clean were not enabled when these data were parsed, and this they are meaningless)

All the location data is transformed such that the alliance wall is on the right-hand side of the key (alliance color has already been accounted for):


(keep in mind: due to the different coverage each zone has (both in area and angular) direct zone to zone comparisons may not be possible (i.e. zone 8 and 2 have different areas, and angular coverage, however zones 8 and 5 are directly comparable, as are zones 1-4 pick 2))

Here are the match data:
2022_worlds_hopper_m125.json (4.2 MB)
2022_hopper_m125_shot_accuracy.json (57.6 KB)
Edit: I aggregated things down, so it is just by location and not by match as well, “target_goal” is the number of attempts from the “loc”, “missed_shot” is the % of those attempts that did not go in (bounce out, hit by other balls, miss, or otherwise)

Here are the pit data:

team_key,length,width,height,weight,drivetrain,external_intake,retract_intake,cargo_scorer,vision,auto_location,auto_drives,auto_shots_high,auto_shots_low,climb_height,climb_time frc11,33.0,26.0,0.0,119.0,Tank w/ Omni corners,True,True,Fixed Single Flywheel Tall,True,No Preference,True,2,0,4,About 15sec frc1111,30.0,30.0,0.0,115.0,Swerve,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,4,0,2,About 10sec frc1339,26.0,30.0,0.0,125.0,Tank w/ Omni corners,True,True,Fixed Multi Flywheel Tall,False,Near Edges of Field (2),True,4,0,4,About 15sec frc148,26.5,26.5,0.0,110.0,Swerve,True,True,Turreted Multi Flywheel Tall,True,No Preference,True,5,0,4,About 05sec or less frc1538,29.0,29.0,46.0,124.0,Tank,True,True,Fixed Single Flywheel Tall,True,Near Edges of Field (2),True,5,0,2,About 05sec or less frc1574,29.0,29.0,120.0,125.0,Swerve,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 15sec frc1625,30.0,29.0,38.0,107.0,Tank w/ Omni corners,True,True,Turreted Single Flywheel Tall,False,Near Edges of Field (2),True,5,0,4,About 30sec + frc1678,27.0,24.0,0.0,120.0,Swerve,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 10sec frc1706,33.0,25.0,44.0,124.0,Swerve,True,True,Turreted Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,3,About 10sec frc177,30.0,25.0,47.0,101.0,Tank,True,True,Fixed Multi Flywheel Tall,True,No Preference,True,3,0,4,About 05sec or less frc180,29.9,29.9,0.0,124.0,Swerve,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,3,About 05sec or less frc1807,32.0,28.0,31.0,125.0,Tank,True,True,Fixed Multi Flywheel Tall,True,No Preference,True,3,0,4,About 15sec frc201,30.0,30.0,48.0,110.0,Swerve,True,True,Fixed Multi Flywheel Short,True,No Preference,True,5,0,4,About 20sec frc2052,30.0,30.0,48.0,124.0,Swerve,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 15sec frc2135,30.0,30.0,38.0,124.0,Tank,True,True,Fixed Multi Flywheel Tall,True,No Preference,True,3,0,4,About 15sec frc2202,31.0,28.0,51.0,118.0,Swerve,True,True,Fixed Multi Flywheel Short,True,Near Edges of Field (2),True,5,0,4,About 30sec + frc2252,32.0,28.0,52.0,124.0,Tank,True,True,Turreted Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 15sec frc2443,31.0,28.0,57.0,137.0,Tank w/ Omni corners,True,True,Fixed Single Flywheel Short,True,Near Edges of Field (2),True,3,0,4,About 30sec + frc2502,32.0,27.0,0.0,123.0,Tank,True,True,Turreted Multi Flywheel Tall,True,Near Edges of Field (2),True,4,0,0,About 20sec frc2614,0.0,0.0,0.0,125.0,Swerve,True,True,Turreted Single Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 20sec frc2767,29.0,29.0,40.0,124.0,Swerve,True,True,Turreted Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 25sec frc2771,29.0,29.0,0.0,124.0,Swerve,True,False,Fixed Multi Flywheel Short,True,No Preference,True,2,0,0,About 15sec frc2832,28.0,28.0,40.0,110.0,Swerve,True,True,Fixed Single Flywheel Tall,True,No Preference,True,2,0,2,About 05sec or less frc2839,27.0,32.0,0.0,109.0,Tank,False,False,Turreted Multi Flywheel Short,True,No Preference,True,1,0,2,About 05sec or less frc2883,28.0,32.0,46.0,124.0,Tank,True,True,Turreted Single Flywheel Tall,True,Near Edges of Field (2),True,4,0,0,About 20sec frc2905,0.0,0.0,0.0,0.0,Mecanum,True,True,Fixed Multi Flywheel Tall,True,No Preference,True,2,0,4,About 30sec + frc2976,26.0,26.0,47.0,123.0,Swerve,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,3,About 10sec frc2992,31.0,28.0,44.0,124.0,Swerve,True,True,Turreted Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 15sec frc302,28.0,27.0,0.0,124.0,Swerve,True,True,Fixed Multi Flywheel Short,True,No Preference,True,5,0,4,About 15sec frc3128,25.0,21.0,0.0,120.0,Tank,True,True,Fixed Single Flywheel Short,True,Near Edges of Field (2),True,3,0,0,About 15sec frc3322,29.0,29.0,0.0,112.0,Tank,True,True,Fixed Single Flywheel Tall,True,Near Edges of Field (2),True,4,0,3,About 15sec frc3478,0.0,0.0,1111.0,124.0,Mecanum,True,True,Turreted Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 20sec frc3512,32.0,27.0,0.0,122.0,Tank w/ Omni corners,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,3,0,4,About 20sec frc3538,27.0,27.0,41.0,124.0,Tank,True,True,Turreted Multi Flywheel Tall,True,No Preference,True,5,0,4,About 10sec frc4063,27.0,33.0,42.0,124.0,Tank,True,True,Fixed Multi Flywheel Tall,False,No Preference,True,2,0,2,About 15sec frc4201,39.0,33.0,0.0,119.0,Tank,True,True,Turreted Multi Flywheel Tall,True,No Preference,True,5,0,3,About 10sec frc4213,28.0,26.0,44.0,107.0,Swerve,True,True,Fixed Single Flywheel Short,True,No Preference,True,4,0,4,About 20sec frc4421,25.0,32.0,0.0,120.0,Any Other (Add note),True,True,Fixed Multi Flywheel Tall,False,No Preference,True,3,0,4,About 20sec frc4499,29.0,29.0,0.0,122.0,Swerve,True,True,Fixed Multi Flywheel Tall,True,No Preference,True,5,0,4,About 15sec frc4522,28.0,28.0,0.0,125.0,Swerve,True,True,Fixed Multi Flywheel Short,False,Near Driverstation (1),True,4,0,4,About 20sec frc4592,32.0,27.0,42.0,70.0,Tank,False,False,Any Other (Add note),False,Near Driverstation (1),True,0,0,4,About 15sec frc488,0.0,0.0,0.0,124.0,Swerve,True,True,Fixed Single Flywheel Tall,True,No Preference,True,2,0,4,About 15sec frc494,0.0,0.0,0.0,122.0,Mecanum,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 10sec frc5006,26.0,26.0,0.0,121.0,Swerve,True,True,Fixed Single Flywheel Tall,False,No Preference,True,2,0,4,About 05sec or less frc5216,32.0,28.0,0.0,124.0,Swerve,True,True,Everybot Arm,False,No Preference,True,0,2,4,About 20sec frc525,30.0,29.0,0.0,112.0,Swerve,True,True,Fixed Single Flywheel Short,True,Near Edges of Field (2),True,4,0,4,About 20sec frc5454,32.0,28.0,0.0,125.0,Swerve,True,True,Turreted Multi Flywheel Tall,True,No Preference,True,3,0,4,About 15sec frc5505,26.0,32.0,0.0,121.0,Tank w/ Omni corners,True,True,Turreted Single Flywheel Short,True,No Preference,True,3,0,4,About 20sec frc5806,28.0,26.0,0.0,120.0,Tank,True,True,Fixed Multi Flywheel Tall,False,Near Driverstation (1),True,1,0,2,About 10sec frc5817,0.0,0.0,0.0,125.0,Tank,True,True,Turreted Multi Flywheel Tall,True,No Preference,True,2,0,2,About 15sec frc597,32.0,27.0,0.0,110.0,Tank,True,True,Fixed Single Flywheel Tall,True,No Preference,True,2,0,2,About 05sec or less frc6036,28.0,28.0,44.0,115.0,Swerve,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 25sec frc6135,28.0,31.0,0.0,90.0,Tank,True,False,Fixed Multi Flywheel Tall,True,No Preference,True,3,0,0,!No Climb frc624,26.0,26.0,0.0,123.0,Swerve,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,0,About 10sec frc6420,0.0,0.0,39.0,124.0,Tank,True,True,Fixed Single Flywheel Short,False,No Preference,True,2,0,4,About 20sec frc6424,30.0,27.0,45.0,124.0,Mecanum,True,True,Fixed Single Flywheel Short,True,No Preference,True,2,0,2,!No Climb frc6998,0.0,0.0,0.0,121.0,Mecanum,True,True,Turreted Single Flywheel Tall,True,Near Edges of Field (2),True,4,0,4,About 20sec frc7021,29.0,29.0,42.0,120.0,Tank w/ Omni corners,True,True,Turreted Single Flywheel Tall,True,No Preference,True,4,0,3,About 10sec frc7153,29.0,39.0,42.0,112.0,Mecanum,True,True,Fixed Single Flywheel Tall,True,No Preference,True,2,0,2,About 05sec or less frc7315,0.0,0.0,1.0,75.0,Swerve,True,True,Everybot Arm,False,No Preference,True,0,1,2,About 10sec frc7617,27.0,23.5,42.0,124.5,Mecanum,True,True,Fixed Multi Flywheel Tall,False,No Preference,True,2,0,2,About 10sec frc7848,0.0,0.0,43.0,0.0,Tank,True,False,Fixed Single Flywheel Tall,False,No Preference,True,1,0,2,About 05sec or less frc8037,0.0,0.0,0.0,120.0,Tank w/ Omni corners,True,True,Fixed Single Flywheel Tall,False,No Preference,True,2,0,2,About 15sec frc8159,85.0,75.0,130.0,110.0,Tank w/ Omni corners,True,False,Fixed Single Flywheel Tall,True,No Preference,True,1,0,4,About 30sec + frc829,28.0,28.0,30.0,110.0,Swerve,True,True,Fixed Multi Flywheel Tall,True,Near Edges of Field (2),True,5,0,4,About 25sec frc8575,34.0,36.0,46.0,85.0,Tank,True,True,Fixed Single Flywheel Short,False,No Preference,True,2,0,2,About 10sec frc8701,28.3,29.0,3.0,110.0,Tank,True,True,Fixed Single Flywheel Tall,True,No Preference,True,2,0,3,About 20sec frc8739,32.0,26.0,43.0,115.0,Tank,True,True,Fixed Multi Flywheel Tall,True,No Preference,True,1,0,2,About 20sec frc8745,32.0,27.0,0.0,109.0,Tank,True,False,Turreted Multi Flywheel Tall,True,Near Edges of Field (2),True,2,0,2,About 05sec or less frc8822,0.0,0.0,0.0,106.0,Tank,True,True,Fixed Single Flywheel Short,False,Near Driverstation (1),True,0,0,2,About 10sec frc8825,0.0,0.0,0.0,75.0,Tank,True,True,Everybot Arm,False,Near Driverstation (1),True,0,1,4,About 10sec
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