Board Games! Jacob Simmons.

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Presentation transcript:

Board Games! Jacob Simmons

Question??? What makes a good board game? Why do Some board get rated higher than others?

THE DATA Retrieved from Kaggle.com Originally from Board Game Geek https://boardgamegeek.com/ “Board Game Geek (BGG) is a board game database - a collection or catalog of data and information on traditional board games” Collected in March of 2017

Relevant Data Fields Rank Name Min and Max Players Min and Max Time Year Average Rating Geek Rating Category Weight

Derived Fields Average Players Average Play Time Average function Round Function Average Play Time

Problems with Data Irrelevant data fields (deleted) Url of game on Board Game Geek Image Url Game Id Original Average time (was same as max time)

Problems with Data Continued Time and Player fields Zeros: filler for lack of data Not that many to effect data drastically Ignored for certain analysis Outliers: Really absurd numbers Discovered they were accurate numbers Year Field Negative years and really low years looked at 1850 – present for analysis

Player 5 number summaries for Min, Max, Average players Graphed Average Players Generally 2 – 5 players

Play Time Analysis

Ratings Made a frequency table Created histograms for both ratings Geek ratings tend to be lower

Year ANALysis Looked at 1850 – 2018 Most games made in 2000’s

Categories Found category frequencies Graphed frequencies Top Categories Card games War games Fantasy games

Conclusions 5 most popular categories: Card Game, War Game, Fantasy, Economic, Fighting On average of 2-6 players Most popular games made in recent years popular games average from 30 minutes to 90 minutes Much harder to get a high geek rating compared to a standard rating Higher rated games are marked for age 12 and up