Image Index Name Type.1
Length:1215 Min. : 1.0 Length:1215 Length:1215
Class :character 1st Qu.: 240.5 Class :character Class :character
Mode :character Median : 495.0 Mode :character Mode :character
Mean : 501.7
3rd Qu.: 753.5
Max. :1025.0
Type.2 Total HP Attack
Length:1215 Min. : 175.0 Min. : 1.00 Min. : 5.00
Class :character 1st Qu.: 332.0 1st Qu.: 52.00 1st Qu.: 57.00
Mode :character Median : 465.0 Median : 70.00 Median : 80.00
Mean : 443.1 Mean : 71.24 Mean : 81.15
3rd Qu.: 521.0 3rd Qu.: 85.00 3rd Qu.:100.00
Max. :1125.0 Max. :255.00 Max. :190.00
Defense SP..Atk. SP..Def Speed
Min. : 5.00 Min. : 10.00 Min. : 20.00 Min. : 5.00
1st Qu.: 52.00 1st Qu.: 50.00 1st Qu.: 51.00 1st Qu.: 45.00
Median : 70.00 Median : 65.00 Median : 70.00 Median : 68.00
Mean : 75.01 Mean : 73.22 Mean : 72.44 Mean : 70.03
3rd Qu.: 91.00 3rd Qu.: 95.00 3rd Qu.: 90.00 3rd Qu.: 91.00
Max. :250.00 Max. :194.00 Max. :250.00 Max. :200.00 2024-10-21
Summary of Data
plotly - 3D scatter plot
Pokémon species by Attack, Defense, and Speed.
ggplot 1 - Bar Chart
ggplot 2 - Boxplot
Note that total stats represent the sum all stats.
Math Latex 1
To understand Pokémon overall strength we need the formula for the average total stats:
\(\text{Average Total Stats} = \frac{\sum \text{Total Stats}}{n}\)
where \(n\) is the number of Pokémon.
We get
\(\text{Average Total Stats} = \frac{\text{538372}}{1025} = \text{525.2409756}\)
Math Latex 2
Geting the variance of total stats lets us understand the spread of the data:
\(\text{Variance} = \frac{\sum (x_i - \mu)^2}{n}\)
where \(x_i\) represents each Pokémon’s total stats and \(\mu\) is the mean total stats.
We get \(\text{1.47e+04}\)
R code for Math Latex 1
totalStats <- sum(pokedex$Total) n <- max(pokedex$Index) averageTotalStats <- totalStats / n