Superheroes

csv
Автор

Ігор Мірошниченко

Дата публікації

2025-11-04

Дані 

"https://raw.githubusercontent.com/Aranaur/aranaur.rbind.io/main/datasets/ipf/ipf.csv"
name sex event equipment age age_class division bodyweight_kg weight_class_kg best3squat_kg best3bench_kg best3deadlift_kg place date federation meet_name
0 Hiroyuki Isagawa M SBD Single-ply NaN NaN NaN 67.5 67.5 205.0 140.0 225.0 1 1985-08-03 IPF World Games
1 David Mannering M SBD Single-ply 24.0 24-34 NaN 67.5 67.5 225.0 132.5 235.0 2 1985-08-03 IPF World Games
2 Eddy Pengelly M SBD Single-ply 35.5 35-39 NaN 67.5 67.5 245.0 157.5 270.0 3 1985-08-03 IPF World Games
3 Nanda Talambanua M SBD Single-ply 19.5 20-23 NaN 67.5 67.5 195.0 110.0 240.0 4 1985-08-03 IPF World Games
4 Göran Henrysson M SBD Single-ply NaN NaN NaN 67.5 67.5 240.0 140.0 215.0 5 1985-08-03 IPF World Games
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
41147 Chien-Hsiung Chao M B Single-ply NaN NaN Open 126.5 125+ NaN 202.5 NaN 12 1995-06-25 IPF World Bench Press Championships
41148 Oleg Gordynetz M B Single-ply NaN NaN Open 137.5 125+ NaN 202.5 NaN 13 1995-06-25 IPF World Bench Press Championships
41149 Clive Lambert M B Single-ply 31.5 24-34 Open 142.2 125+ NaN 202.5 NaN 14 1995-06-25 IPF World Bench Press Championships
41150 Peter Brath M B Single-ply 21.5 20-23 Open 125.5 125+ NaN 180.0 NaN 15 1995-06-25 IPF World Bench Press Championships
41151 Valery Sidorenko M B Single-ply 38.5 35-39 Open 142.0 125+ NaN NaN NaN DQ 1995-06-25 IPF World Bench Press Championships

41152 rows × 16 columns

Змінні

variable description
name Individual lifter name
sex Binary gender (M/F)
event

The type of competition that the lifter entered. Values are as follows:

  • SBD: Squat-Bench-Deadlift, also commonly called “Full Power”

  • BD: Bench-Deadlift, also commonly called “Ironman” or “Push-Pull”

  • SD: Squat-Deadlift, very uncommon

  • SB: Squat-Bench, very uncommon

  • S: Squat-only

  • B: Bench-only

  • D: Deadlift-only
equipment

The equipment category under which the lifts were performed. Values are as follows:

  • Raw: Bare knees or knee sleeves

  • Wraps: Knee wraps were allowed

  • Single-ply: Equipped, single-ply suits

  • Multi-ply: Equipped, multi-ply suits (includes Double-ply)

  • Straps: Allowed straps on the deadlift (used mostly for exhibitions, not real meets)
age The age of the lifter on the start date of the meet, if known.
age_class The age class in which the filter falls, for example 40-45
division Free-form UTF-8 text describing the division of competition, like Open or Juniors 20-23 or Professional.
bodyweight_kg The recorded bodyweight of the lifter at the time of competition, to two decimal places.
weight_class_kg

The weight class in which the lifter competed, to two decimal places.

Weight classes can be specified as a maximum or as a minimum. Maximums are specified by just the number, for example 90 means “up to (and including) 90kg.” minimums are specified by a + to the right of the number, for example 90+ means “above (and excluding) 90kg.”
best3squat_kg

Maximum of the first three successful attempts for the lift.

Rarely may be negative: that is used by some federations to report the lowest weight the lifter attempted and failed.
best3bench_kg

Maximum of the first three successful attempts for the lift.

Rarely may be negative: that is used by some federations to report the lowest weight the lifter attempted and failed.
best3deadlift_kg

Maximum of the first three successful attempts for the lift.

Rarely may be negative: that is used by some federations to report the lowest weight the lifter attempted and failed.
place

The recorded place of the lifter in the given division at the end of the meet. Values are as follows:

  • Positive number: the place the lifter came in.

  • G: Guest lifter. The lifter succeeded, but wasn’t eligible for awards.

  • DQ: Disqualified. Note that DQ could be for procedural reasons, not just failed attempts.

  • DD: Doping Disqualification. The lifter failed a drug test.

  • NS: No-Show. The lifter did not show up on the meet day.
date ISO 8601 Date of the event
federation The federation that hosted the meet. (limited to IPF for this data subset)
meet_name The name of the meet. The name is defined to never include the year or the federation. For example, the meet officially called 2019 USAPL Raw National Championships would have the MeetName Raw National Championshps.