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Mario Kart 64 World Records

The data this week comes from Mario Kart World Records and contains world records for the classic (if you’re a 90’s kid) racing game on the Nintendo 64.

This Video talks about the history of Mario Kart 64 World Records in greater detail. Despite it’s release back in 1996 (1997 in Europe and North America), it is still actiely played by many and new world records are achieved every month.

The game consists of 16 individual tracks and world records can be achieved for the fastes single lap or the fastest completed race (three laps). Also, through the years, players discovered shortcuts in many of the tracks. Fortunately, shortcut and non-shortcut world records are listed separately.

Furthermore, the Nintendo 64 was released for NTSC- and PAL-systems. On PAL-systems, the game runs a little slower. All times in this dataset are PAL-times, but they can be converted back to NTSC-times.

Data Dictionary

world-records.rds

Current world records in Mario Kart 64 with date achieved and player’s name

variable class description
track character Track name
type factor Single or three lap record
shortcut factor Shortcut or non-shortcut record
player character Player’s name
system_played character Used system (NTSC or PAL)
date date World record date
time_period period Time as hms period
time double Time in seconds
record_duration double Record duration in days

drivers.rds

Player’s data. Except nationality, this could be constructed with the above dataset.

variable class description
position integer Player’s current leader board position
player character Player’s name
total integer Total world records
year double Year
records integer Number of world records
nation character Player’s nationality

Some fun questions to explore

  • How did the world records develop over time?
  • Which track is the fastest?
  • For which track did the world record improve the most?
  • For how many tracks have shortcuts been discovered?
  • When were shortcuts discovered?
  • On which track does the shortcut save the most time?
  • Which is the longest standing world record?
  • Who is the player with the most world records?
  • Who are recent players?

Credit: Benedikt Claus