DnD Stats

greengabeles·January 21, 2025

Description

10K randomly rolled D&D starting character stats

Summary


About Simulated creation of 10,000 D&D characters. This dataset can be used to build machine learning models (e.g. predict character race) or to just practice data analysis.

Methodology

  1. Generate 10,000 rows of ability scores using the Roll 4d6 Drop Lowest method described here: https://dicecove.com/how-to-roll-for-stats/
  2. Randomly assign with uniform probability each row one of the playable races from the 5e Player's Handbook.
  3. Apply the racial ability modifiers to the rolled ability scores as described here: https://www.dndbeyond.com/races
  4. Calculate each row's height and weight using the method described here: https://blackcitadelrpg.com/height-age-weight-5e/

See https://github.com/andrewabeles/dnd for source code.

Fields

  • race (dragonborn, dwarf, elf, gnome, half-elf, half-orc, halfling, human, tiefling)
  • height (inches)
  • weight (lbs)
  • speed (ft.)
  • strength
  • dexterity
  • constitution
  • wisdom
  • intelligence
  • charisma
Basic info
Author
greengabeles
Shared withEveryone
CreatedJune 14, 2022
Size367 KB
LicenseCC-BY
Dictionary1 tables
Original URLGo to check
Publishedimage
classification
multiclass
dungeons and dragons
public datasets
Advanced features
Insights
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DnD Stats

greengabeles·January 21, 2025

Description

10K randomly rolled D&D starting character stats

Summary


About Simulated creation of 10,000 D&D characters. This dataset can be used to build machine learning models (e.g. predict character race) or to just practice data analysis.

Methodology

  1. Generate 10,000 rows of ability scores using the Roll 4d6 Drop Lowest method described here: https://dicecove.com/how-to-roll-for-stats/
  2. Randomly assign with uniform probability each row one of the playable races from the 5e Player's Handbook.
  3. Apply the racial ability modifiers to the rolled ability scores as described here: https://www.dndbeyond.com/races
  4. Calculate each row's height and weight using the method described here: https://blackcitadelrpg.com/height-age-weight-5e/

See https://github.com/andrewabeles/dnd for source code.

Fields

  • race (dragonborn, dwarf, elf, gnome, half-elf, half-orc, halfling, human, tiefling)
  • height (inches)
  • weight (lbs)
  • speed (ft.)
  • strength
  • dexterity
  • constitution
  • wisdom
  • intelligence
  • charisma
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