title<-c("Star War","The mpire","Return","The Phantom","Attack","Revenge","The Force")
year<-c(1977,1980,1983,1999,2002,2005,2015)
lenght.min<-c(121,124,133,133,142,140,135)
box.office.mil<-c(787,534,572,1027,657,849,2059)
my.data<-data.frame(title,year,lenght.min,box.office.mil)
my.data
## title year lenght.min box.office.mil
## 1 Star War 1977 121 787
## 2 The mpire 1980 124 534
## 3 Return 1983 133 572
## 4 The Phantom 1999 133 1027
## 5 Attack 2002 142 657
## 6 Revenge 2005 140 849
## 7 The Force 2015 135 2059
names(my.data)<-c("Movie Title","Release Year","Length in min","Box Office")
my.data
## Movie Title Release Year Length in min Box Office
## 1 Star War 1977 121 787
## 2 The mpire 1980 124 534
## 3 Return 1983 133 572
## 4 The Phantom 1999 133 1027
## 5 Attack 2002 142 657
## 6 Revenge 2005 140 849
## 7 The Force 2015 135 2059
my.data<-data.frame(Title=title,Year=year,Length=lenght.min,Gross=box.office.mil,stringsAsFactors = T)#in Udemy this is by default
my.data
## Title Year Length Gross
## 1 Star War 1977 121 787
## 2 The mpire 1980 124 534
## 3 Return 1983 133 572
## 4 The Phantom 1999 133 1027
## 5 Attack 2002 142 657
## 6 Revenge 2005 140 849
## 7 The Force 2015 135 2059
write.csv(my.data,file="F:/MITA OSN6/Document2020/Lection/R/Notebook/Matherials/first.csv",row.names = F)
str(my.data)
## 'data.frame': 7 obs. of 4 variables:
## $ Title : Factor w/ 7 levels "Attack","Return",..: 4 6 2 7 1 3 5
## $ Year : num 1977 1980 1983 1999 2002 ...
## $ Length: num 121 124 133 133 142 140 135
## $ Gross : num 787 534 572 1027 657 ...
#Excercise
name <- c("VolkswagenTouareg ", "CitroenC3", "AudiA3", "ToyotaYaris", "KiaForte", "DaciaLogan", "NissanPajero")
year <- c(2, 3, 4, 5, 8, 9, 8)
size <- c("medium", "small", "medium", "small", "small", "medium", "extra large")
mpg <- c(25, 47, 27, 36, 31, 2, 36)
geerbox <- c("manual", "manual", "auto", "auto", "manual", "manual", "auto")
cars <- data.frame(name,year, size, mpg, geerbox)
cars
## name year size mpg geerbox
## 1 VolkswagenTouareg 2 medium 25 manual
## 2 CitroenC3 3 small 47 manual
## 3 AudiA3 4 medium 27 auto
## 4 ToyotaYaris 5 small 36 auto
## 5 KiaForte 8 small 31 manual
## 6 DaciaLogan 9 medium 2 manual
## 7 NissanPajero 8 extra large 36 auto
names(cars) <- c("Year", "Size", "MPG", "Geerbox")
rownames(cars) <- name
cars
## Year Size MPG Geerbox NA
## VolkswagenTouareg VolkswagenTouareg 2 medium 25 manual
## CitroenC3 CitroenC3 3 small 47 manual
## AudiA3 AudiA3 4 medium 27 auto
## ToyotaYaris ToyotaYaris 5 small 36 auto
## KiaForte KiaForte 8 small 31 manual
## DaciaLogan DaciaLogan 9 medium 2 manual
## NissanPajero NissanPajero 8 extra large 36 auto
# alternative naming
cars <- data.frame(row.names = name, "Year" = year, "Size" = size, "MPG" = mpg, "Geerbox" = geerbox)
levels(cars[, "Geerbox"]) <- c("auto", "manual")
cars
## Year Size MPG Geerbox
## VolkswagenTouareg 2 medium 25 manual
## CitroenC3 3 small 47 manual
## AudiA3 4 medium 27 auto
## ToyotaYaris 5 small 36 auto
## KiaForte 8 small 31 manual
## DaciaLogan 9 medium 2 manual
## NissanPajero 8 extra large 36 auto
library(tidyverse)
## -- Attaching packages -------------------------------------- tidyverse 1.3.0 --
## v ggplot2 3.3.2 v purrr 0.3.4
## v tibble 3.0.2 v dplyr 1.0.0
## v tidyr 1.1.0 v stringr 1.4.0
## v readr 1.3.1 v forcats 0.5.0
## Warning: package 'stringr' was built under R version 4.0.3
## -- Conflicts ----------------------------------------- tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag() masks stats::lag()
getwd()
## [1] "C:/Users/User/Desktop"
setwd("F:/MITA OSN6/Document2020/Lection/R/Notebook/Matherials")
my.pok<-read.table("F:/MITA OSN6/Document2020/Lection/R/Notebook/Matherials/pokRdex_comma.csv",sep=",",header = T,stringsAsFactors = F)
my.pok
## id pokemon species_id height weight base_experience
## 1 1 bulbasaur 1 7 69 64
## 2 2 ivysaur 2 10 130 142
## 3 3 venusaur 3 20 1000 236
## 4 4 charmander 4 6 85 62
## 5 5 charmeleon 5 11 190 142
## 6 6 charizard 6 17 905 240
## 7 7 squirtle 7 5 90 63
## 8 8 wartortle 8 10 225 142
## 9 9 blastoise 9 16 855 239
## 10 10 caterpie 10 3 29 39
## 11 11 metapod 11 7 99 72
## 12 12 butterfree 12 11 320 178
## 13 13 weedle 13 3 32 39
## 14 14 kakuna 14 6 100 72
## 15 15 beedrill 15 10 295 178
## 16 16 pidgey 16 3 18 50
## 17 17 pidgeotto 17 11 300 122
## 18 18 pidgeot 18 15 395 216
## 19 19 rattata 19 3 35 51
## 20 20 raticate 20 7 185 145
## 21 21 spearow 21 3 20 52
## 22 22 fearow 22 12 380 155
## 23 23 ekans 23 20 69 58
## 24 24 arbok 24 35 650 153
## 25 25 pikachu 25 4 60 112
## 26 26 raichu 26 8 300 218
## 27 27 sandshrew 27 6 120 60
## 28 28 sandslash 28 10 295 158
## 29 29 nidoran-f 29 4 70 55
## 30 30 nidorina 30 8 200 128
## 31 31 nidoqueen 31 13 600 227
## 32 32 nidoran-m 32 5 90 55
## 33 33 nidorino 33 9 195 128
## 34 34 nidoking 34 14 620 227
## 35 35 clefairy 35 6 75 113
## 36 36 clefable 36 13 400 217
## 37 37 vulpix 37 6 99 60
## 38 38 ninetales 38 11 199 177
## 39 39 jigglypuff 39 5 55 95
## 40 40 wigglytuff 40 10 120 196
## 41 41 zubat 41 8 75 49
## 42 42 golbat 42 16 550 159
## 43 43 oddish 43 5 54 64
## 44 44 gloom 44 8 86 138
## 45 45 vileplume 45 12 186 221
## 46 46 paras 46 3 54 57
## 47 47 parasect 47 10 295 142
## 48 48 venonat 48 10 300 61
## 49 49 venomoth 49 15 125 158
## 50 50 diglett 50 2 8 53
## 51 51 dugtrio 51 7 333 142
## 52 52 meowth 52 4 42 58
## 53 53 persian 53 10 320 154
## 54 54 psyduck 54 8 196 64
## 55 55 golduck 55 17 766 175
## 56 56 mankey 56 5 280 61
## 57 57 primeape 57 10 320 159
## 58 58 growlithe 58 7 190 70
## 59 59 arcanine 59 19 1550 194
## 60 60 poliwag 60 6 124 60
## 61 61 poliwhirl 61 10 200 135
## 62 62 poliwrath 62 13 540 230
## 63 63 abra 63 9 195 62
## 64 64 kadabra 64 13 565 140
## 65 65 alakazam 65 15 480 225
## 66 66 machop 66 8 195 61
## 67 67 machoke 67 15 705 142
## 68 68 machamp 68 16 1300 227
## 69 69 bellsprout 69 7 40 60
## 70 70 weepinbell 70 10 64 137
## 71 71 victreebel 71 17 155 221
## 72 72 tentacool 72 9 455 67
## 73 73 tentacruel 73 16 550 180
## 74 74 geodude 74 4 200 60
## 75 75 graveler 75 10 1050 137
## 76 76 golem 76 14 3000 223
## 77 77 ponyta 77 10 300 82
## 78 78 rapidash 78 17 950 175
## 79 79 slowpoke 79 12 360 63
## 80 80 slowbro 80 16 785 172
## 81 81 magnemite 81 3 60 65
## 82 82 magneton 82 10 600 163
## 83 83 farfetchd 83 8 150 123
## 84 84 doduo 84 14 392 62
## 85 85 dodrio 85 18 852 161
## 86 86 seel 86 11 900 65
## 87 87 dewgong 87 17 1200 166
## 88 88 grimer 88 9 300 65
## 89 89 muk 89 12 300 175
## 90 90 shellder 90 3 40 61
## 91 91 cloyster 91 15 1325 184
## 92 92 gastly 92 13 1 62
## 93 93 haunter 93 16 1 142
## 94 94 gengar 94 15 405 225
## 95 95 onix 95 88 2100 77
## 96 96 drowzee 96 10 324 66
## 97 97 hypno 97 16 756 169
## 98 98 krabby 98 4 65 65
## 99 99 kingler 99 13 600 166
## 100 100 voltorb 100 5 104 66
## 101 101 electrode 101 12 666 168
## 102 102 exeggcute 102 4 25 65
## 103 103 exeggutor 103 20 1200 182
## 104 104 cubone 104 4 65 64
## 105 105 marowak 105 10 450 149
## 106 106 hitmonlee 106 15 498 159
## 107 107 hitmonchan 107 14 502 159
## 108 108 lickitung 108 12 655 77
## 109 109 koffing 109 6 10 68
## 110 110 weezing 110 12 95 172
## 111 111 rhyhorn 111 10 1150 69
## 112 112 rhydon 112 19 1200 170
## 113 113 chansey 113 11 346 395
## 114 114 tangela 114 10 350 87
## 115 115 kangaskhan 115 22 800 172
## 116 116 horsea 116 4 80 59
## 117 117 seadra 117 12 250 154
## 118 118 goldeen 118 6 150 64
## 119 119 seaking 119 13 390 158
## 120 120 staryu 120 8 345 68
## 121 121 starmie 121 11 800 182
## 122 122 mr-mime 122 13 545 161
## 123 123 scyther 123 15 560 100
## 124 124 jynx 124 14 406 159
## 125 125 electabuzz 125 11 300 172
## 126 126 magmar 126 13 445 173
## 127 127 pinsir 127 15 550 175
## 128 128 tauros 128 14 884 172
## 129 129 magikarp 129 9 100 40
## 130 130 gyarados 130 65 2350 189
## 131 131 lapras 131 25 2200 187
## 132 132 ditto 132 3 40 101
## 133 133 eevee 133 3 65 65
## 134 134 vaporeon 134 10 290 184
## 135 135 jolteon 135 8 245 184
## 136 136 flareon 136 9 250 184
## 137 137 porygon 137 8 365 79
## 138 138 omanyte 138 4 75 71
## 139 139 omastar 139 10 350 173
## 140 140 kabuto 140 5 115 71
## 141 141 kabutops 141 13 405 173
## 142 142 aerodactyl 142 18 590 180
## 143 143 snorlax 143 21 4600 189
## 144 144 articuno 144 17 554 261
## 145 145 zapdos 145 16 526 261
## 146 146 moltres 146 20 600 261
## 147 147 dratini 147 18 33 60
## 148 148 dragonair 148 40 165 147
## 149 149 dragonite 149 22 2100 270
## 150 150 mewtwo 150 20 1220 306
## 151 151 mew 151 4 40 270
## 152 152 chikorita 152 9 64 64
## 153 153 bayleef 153 12 158 142
## 154 154 meganium 154 18 1005 236
## 155 155 cyndaquil 155 5 79 62
## 156 156 quilava 156 9 190 142
## 157 157 typhlosion 157 17 795 240
## 158 158 totodile 158 6 95 63
## 159 159 croconaw 159 11 250 142
## 160 160 feraligatr 160 23 888 239
## 161 161 sentret 161 8 60 43
## 162 162 furret 162 18 325 145
## 163 163 hoothoot 163 7 212 52
## 164 164 noctowl 164 16 408 155
## 165 165 ledyba 165 10 108 53
## 166 166 ledian 166 14 356 137
## 167 167 spinarak 167 5 85 50
## 168 168 ariados 168 11 335 137
## 169 169 crobat 169 18 750 241
## 170 170 chinchou 170 5 120 66
## 171 171 lanturn 171 12 225 161
## 172 172 pichu 172 3 20 41
## 173 173 cleffa 173 3 30 44
## 174 174 igglybuff 174 3 10 42
## 175 175 togepi 175 3 15 49
## 176 176 togetic 176 6 32 142
## 177 177 natu 177 2 20 64
## 178 178 xatu 178 15 150 165
## 179 179 mareep 179 6 78 56
## 180 180 flaaffy 180 8 133 128
## 181 181 ampharos 181 14 615 230
## 182 182 bellossom 182 4 58 221
## 183 183 marill 183 4 85 88
## 184 184 azumarill 184 8 285 189
## 185 185 sudowoodo 185 12 380 144
## 186 186 politoed 186 11 339 225
## 187 187 hoppip 187 4 5 50
## 188 188 skiploom 188 6 10 119
## 189 189 jumpluff 189 8 30 207
## 190 190 aipom 190 8 115 72
## 191 191 sunkern 191 3 18 36
## 192 192 sunflora 192 8 85 149
## 193 193 yanma 193 12 380 78
## 194 194 wooper 194 4 85 42
## 195 195 quagsire 195 14 750 151
## 196 196 espeon 196 9 265 184
## 197 197 umbreon 197 10 270 184
## 198 198 murkrow 198 5 21 81
## 199 199 slowking 199 20 795 172
## 200 200 misdreavus 200 7 10 87
## 201 201 unown 201 5 50 118
## 202 202 wobbuffet 202 13 285 142
## 203 203 girafarig 203 15 415 159
## 204 204 pineco 204 6 72 58
## 205 205 forretress 205 12 1258 163
## 206 206 dunsparce 206 15 140 145
## 207 207 gligar 207 11 648 86
## 208 208 steelix 208 92 4000 179
## 209 209 snubbull 209 6 78 60
## 210 210 granbull 210 14 487 158
## 211 211 qwilfish 211 5 39 86
## 212 212 scizor 212 18 1180 175
## 213 213 shuckle 213 6 205 177
## 214 214 heracross 214 15 540 175
## 215 215 sneasel 215 9 280 86
## 216 216 teddiursa 216 6 88 66
## 217 217 ursaring 217 18 1258 175
## 218 218 slugma 218 7 350 50
## 219 219 magcargo 219 8 550 144
## 220 220 swinub 220 4 65 50
## 221 221 piloswine 221 11 558 158
## 222 222 corsola 222 6 50 133
## 223 223 remoraid 223 6 120 60
## 224 224 octillery 224 9 285 168
## 225 225 delibird 225 9 160 116
## 226 226 mantine 226 21 2200 163
## 227 227 skarmory 227 17 505 163
## 228 228 houndour 228 6 108 66
## 229 229 houndoom 229 14 350 175
## 230 230 kingdra 230 18 1520 243
## 231 231 phanpy 231 5 335 66
## 232 232 donphan 232 11 1200 175
## 233 233 porygon2 233 6 325 180
## 234 234 stantler 234 14 712 163
## 235 235 smeargle 235 12 580 88
## 236 236 tyrogue 236 7 210 42
## 237 237 hitmontop 237 14 480 159
## 238 238 smoochum 238 4 60 61
## 239 239 elekid 239 6 235 72
## 240 240 magby 240 7 214 73
## 241 241 miltank 241 12 755 172
## 242 242 blissey 242 15 468 608
## 243 243 raikou 243 19 1780 261
## 244 244 entei 244 21 1980 261
## 245 245 suicune 245 20 1870 261
## 246 246 larvitar 246 6 720 60
## 247 247 pupitar 247 12 1520 144
## 248 248 tyranitar 248 20 2020 270
## 249 249 lugia 249 52 2160 306
## 250 250 ho-oh 250 38 1990 306
## 251 251 celebi 251 6 50 270
## 252 252 treecko 252 5 50 62
## 253 253 grovyle 253 9 216 142
## 254 254 sceptile 254 17 522 239
## 255 255 torchic 255 4 25 62
## 256 256 combusken 256 9 195 142
## 257 257 blaziken 257 19 520 239
## 258 258 mudkip 258 4 76 62
## 259 259 marshtomp 259 7 280 142
## 260 260 swampert 260 15 819 241
## 261 261 poochyena 261 5 136 44
## 262 262 mightyena 262 10 370 147
## 263 263 zigzagoon 263 4 175 48
## 264 264 linoone 264 5 325 147
## 265 265 wurmple 265 3 36 39
## 266 266 silcoon 266 6 100 72
## 267 267 beautifly 267 10 284 178
## 268 268 cascoon 268 7 115 41
## 269 269 dustox 269 12 316 135
## 270 270 lotad 270 5 26 44
## 271 271 lombre 271 12 325 119
## 272 272 ludicolo 272 15 550 216
## 273 273 seedot 273 5 40 44
## 274 274 nuzleaf 274 10 280 119
## 275 275 shiftry 275 13 596 216
## 276 276 taillow 276 3 23 54
## 277 277 swellow 277 7 198 151
## 278 278 wingull 278 6 95 54
## 279 279 pelipper 279 12 280 151
## 280 280 ralts 280 4 66 40
## 281 281 kirlia 281 8 202 97
## 282 282 gardevoir 282 16 484 233
## 283 283 surskit 283 5 17 54
## 284 284 masquerain 284 8 36 145
## 285 285 shroomish 285 4 45 59
## 286 286 breloom 286 12 392 161
## 287 287 slakoth 287 8 240 56
## 288 288 vigoroth 288 14 465 154
## 289 289 slaking 289 20 1305 252
## 290 290 nincada 290 5 55 53
## 291 291 ninjask 291 8 120 160
## 292 292 shedinja 292 8 12 83
## 293 293 whismur 293 6 163 48
## 294 294 loudred 294 10 405 126
## 295 295 exploud 295 15 840 221
## 296 296 makuhita 296 10 864 47
## 297 297 hariyama 297 23 2538 166
## 298 298 azurill 298 2 20 38
## 299 299 nosepass 299 10 970 75
## 300 300 skitty 300 6 110 52
## 301 301 delcatty 301 11 326 133
## 302 302 sableye 302 5 110 133
## 303 303 mawile 303 6 115 133
## 304 304 aron 304 4 600 66
## 305 305 lairon 305 9 1200 151
## 306 306 aggron 306 21 3600 239
## 307 307 meditite 307 6 112 56
## 308 308 medicham 308 13 315 144
## 309 309 electrike 309 6 152 59
## 310 310 manectric 310 15 402 166
## 311 311 plusle 311 4 42 142
## 312 312 minun 312 4 42 142
## 313 313 volbeat 313 7 177 140
## 314 314 illumise 314 6 177 140
## 315 315 roselia 315 3 20 140
## 316 316 gulpin 316 4 103 60
## 317 317 swalot 317 17 800 163
## 318 318 carvanha 318 8 208 61
## 319 319 sharpedo 319 18 888 161
## 320 320 wailmer 320 20 1300 80
## 321 321 wailord 321 145 3980 175
## 322 322 numel 322 7 240 61
## 323 323 camerupt 323 19 2200 161
## 324 324 torkoal 324 5 804 165
## 325 325 spoink 325 7 306 66
## 326 326 grumpig 326 9 715 165
## 327 327 spinda 327 11 50 126
## 328 328 trapinch 328 7 150 58
## 329 329 vibrava 329 11 153 119
## 330 330 flygon 330 20 820 234
## 331 331 cacnea 331 4 513 67
## 332 332 cacturne 332 13 774 166
## 333 333 swablu 333 4 12 62
## 334 334 altaria 334 11 206 172
## 335 335 zangoose 335 13 403 160
## 336 336 seviper 336 27 525 160
## 337 337 lunatone 337 10 1680 154
## 338 338 solrock 338 12 1540 154
## 339 339 barboach 339 4 19 58
## 340 340 whiscash 340 9 236 164
## 341 341 corphish 341 6 115 62
## 342 342 crawdaunt 342 11 328 164
## 343 343 baltoy 343 5 215 60
## 344 344 claydol 344 15 1080 175
## 345 345 lileep 345 10 238 71
## 346 346 cradily 346 15 604 173
## 347 347 anorith 347 7 125 71
## 348 348 armaldo 348 15 682 173
## 349 349 feebas 349 6 74 40
## 350 350 milotic 350 62 1620 189
## 351 351 castform 351 3 8 147
## 352 352 kecleon 352 10 220 154
## 353 353 shuppet 353 6 23 59
## 354 354 banette 354 11 125 159
## 355 355 duskull 355 8 150 59
## 356 356 dusclops 356 16 306 159
## 357 357 tropius 357 20 1000 161
## 358 358 chimecho 358 6 10 149
## 359 359 absol 359 12 470 163
## 360 360 wynaut 360 6 140 52
## 361 361 snorunt 361 7 168 60
## 362 362 glalie 362 15 2565 168
## 363 363 spheal 363 8 395 58
## 364 364 sealeo 364 11 876 144
## 365 365 walrein 365 14 1506 239
## 366 366 clamperl 366 4 525 69
## 367 367 huntail 367 17 270 170
## 368 368 gorebyss 368 18 226 170
## 369 369 relicanth 369 10 234 170
## 370 370 luvdisc 370 6 87 116
## 371 371 bagon 371 6 421 60
## 372 372 shelgon 372 11 1105 147
## 373 373 salamence 373 15 1026 270
## 374 374 beldum 374 6 952 60
## 375 375 metang 375 12 2025 147
## 376 376 metagross 376 16 5500 270
## 377 377 regirock 377 17 2300 261
## 378 378 regice 378 18 1750 261
## 379 379 registeel 379 19 2050 261
## 380 380 latias 380 14 400 270
## 381 381 latios 381 20 600 270
## 382 382 kyogre 382 45 3520 302
## 383 383 groudon 383 35 9500 302
## 384 384 rayquaza 384 70 2065 306
## 385 385 jirachi 385 3 11 270
## 386 386 deoxys-normal 386 17 608 270
## 387 387 turtwig 387 4 102 64
## 388 388 grotle 388 11 970 142
## 389 389 torterra 389 22 3100 236
## 390 390 chimchar 390 5 62 62
## 391 391 monferno 391 9 220 142
## 392 392 infernape 392 12 550 240
## 393 393 piplup 393 4 52 63
## 394 394 prinplup 394 8 230 142
## 395 395 empoleon 395 17 845 239
## 396 396 starly 396 3 20 49
## 397 397 staravia 397 6 155 119
## 398 398 staraptor 398 12 249 218
## 399 399 bidoof 399 5 200 50
## 400 400 bibarel 400 10 315 144
## 401 401 kricketot 401 3 22 39
## 402 402 kricketune 402 10 255 134
## 403 403 shinx 403 5 95 53
## 404 404 luxio 404 9 305 127
## 405 405 luxray 405 14 420 235
## 406 406 budew 406 2 12 56
## 407 407 roserade 407 9 145 232
## 408 408 cranidos 408 9 315 70
## 409 409 rampardos 409 16 1025 173
## 410 410 shieldon 410 5 570 70
## 411 411 bastiodon 411 13 1495 173
## 412 412 burmy 412 2 34 45
## 413 413 wormadam-plant 413 5 65 148
## 414 414 mothim 414 9 233 148
## 415 415 combee 415 3 55 49
## 416 416 vespiquen 416 12 385 166
## 417 417 pachirisu 417 4 39 142
## 418 418 buizel 418 7 295 66
## 419 419 floatzel 419 11 335 173
## 420 420 cherubi 420 4 33 55
## 421 421 cherrim 421 5 93 158
## 422 422 shellos 422 3 63 65
## 423 423 gastrodon 423 9 299 166
## 424 424 ambipom 424 12 203 169
## 425 425 drifloon 425 4 12 70
## 426 426 drifblim 426 12 150 174
## 427 427 buneary 427 4 55 70
## 428 428 lopunny 428 12 333 168
## 429 429 mismagius 429 9 44 173
## 430 430 honchkrow 430 9 273 177
## 431 431 glameow 431 5 39 62
## 432 432 purugly 432 10 438 158
## 433 433 chingling 433 2 6 57
## 434 434 stunky 434 4 192 66
## 435 435 skuntank 435 10 380 168
## 436 436 bronzor 436 5 605 60
## 437 437 bronzong 437 13 1870 175
## 438 438 bonsly 438 5 150 58
## 439 439 mime-jr 439 6 130 62
## 440 440 happiny 440 6 244 110
## 441 441 chatot 441 5 19 144
## 442 442 spiritomb 442 10 1080 170
## 443 443 gible 443 7 205 60
## 444 444 gabite 444 14 560 144
## 445 445 garchomp 445 19 950 270
## 446 446 munchlax 446 6 1050 78
## 447 447 riolu 447 7 202 57
## 448 448 lucario 448 12 540 184
## 449 449 hippopotas 449 8 495 66
## 450 450 hippowdon 450 20 3000 184
## 451 451 skorupi 451 8 120 66
## 452 452 drapion 452 13 615 175
## 453 453 croagunk 453 7 230 60
## 454 454 toxicroak 454 13 444 172
## 455 455 carnivine 455 14 270 159
## 456 456 finneon 456 4 70 66
## 457 457 lumineon 457 12 240 161
## 458 458 mantyke 458 10 650 69
## 459 459 snover 459 10 505 67
## 460 460 abomasnow 460 22 1355 173
## 461 461 weavile 461 11 340 179
## 462 462 magnezone 462 12 1800 241
## 463 463 lickilicky 463 17 1400 180
## 464 464 rhyperior 464 24 2828 241
## 465 465 tangrowth 465 20 1286 187
## 466 466 electivire 466 18 1386 243
## 467 467 magmortar 467 16 680 243
## 468 468 togekiss 468 15 380 245
## 469 469 yanmega 469 19 515 180
## 470 470 leafeon 470 10 255 184
## 471 471 glaceon 471 8 259 184
## 472 472 gliscor 472 20 425 179
## 473 473 mamoswine 473 25 2910 239
## 474 474 porygon-z 474 9 340 241
## 475 475 gallade 475 16 520 233
## 476 476 probopass 476 14 3400 184
## 477 477 dusknoir 477 22 1066 236
## 478 478 froslass 478 13 266 168
## 479 479 rotom 479 3 3 154
## 480 480 uxie 480 3 3 261
## 481 481 mesprit 481 3 3 261
## 482 482 azelf 482 3 3 261
## 483 483 dialga 483 54 6830 306
## 484 484 palkia 484 42 3360 306
## 485 485 heatran 485 17 4300 270
## 486 486 regigigas 486 37 4200 302
## 487 487 giratina-altered 487 45 7500 306
## 488 488 cresselia 488 15 856 270
## 489 489 phione 489 4 31 216
## 490 490 manaphy 490 3 14 270
## 491 491 darkrai 491 15 505 270
## 492 492 shaymin-land 492 2 21 270
## 493 493 arceus 493 32 3200 324
## 494 494 victini 494 4 40 270
## 495 495 snivy 495 6 81 62
## 496 496 servine 496 8 160 145
## 497 497 serperior 497 33 630 238
## 498 498 tepig 498 5 99 62
## 499 499 pignite 499 10 555 146
## 500 500 emboar 500 16 1500 238
## 501 501 oshawott 501 5 59 62
## 502 502 dewott 502 8 245 145
## 503 503 samurott 503 15 946 238
## 504 504 patrat 504 5 116 51
## 505 505 watchog 505 11 270 147
## 506 506 lillipup 506 4 41 55
## 507 507 herdier 507 9 147 130
## 508 508 stoutland 508 12 610 225
## 509 509 purrloin 509 4 101 56
## 510 510 liepard 510 11 375 156
## 511 511 pansage 511 6 105 63
## 512 512 simisage 512 11 305 174
## 513 513 pansear 513 6 110 63
## 514 514 simisear 514 10 280 174
## 515 515 panpour 515 6 135 63
## 516 516 simipour 516 10 290 174
## 517 517 munna 517 6 233 58
## 518 518 musharna 518 11 605 170
## 519 519 pidove 519 3 21 53
## 520 520 tranquill 520 6 150 125
## 521 521 unfezant 521 12 290 220
## 522 522 blitzle 522 8 298 59
## 523 523 zebstrika 523 16 795 174
## 524 524 roggenrola 524 4 180 56
## 525 525 boldore 525 9 1020 137
## 526 526 gigalith 526 17 2600 232
## 527 527 woobat 527 4 21 63
## 528 528 swoobat 528 9 105 149
## 529 529 drilbur 529 3 85 66
## 530 530 excadrill 530 7 404 178
## 531 531 audino 531 11 310 390
## 532 532 timburr 532 6 125 61
## 533 533 gurdurr 533 12 400 142
## 534 534 conkeldurr 534 14 870 227
## 535 535 tympole 535 5 45 59
## 536 536 palpitoad 536 8 170 134
## 537 537 seismitoad 537 15 620 229
## 538 538 throh 538 13 555 163
## 539 539 sawk 539 14 510 163
## 540 540 sewaddle 540 3 25 62
## 541 541 swadloon 541 5 73 133
## 542 542 leavanny 542 12 205 225
## 543 543 venipede 543 4 53 52
## 544 544 whirlipede 544 12 585 126
## 545 545 scolipede 545 25 2005 218
## 546 546 cottonee 546 3 6 56
## 547 547 whimsicott 547 7 66 168
## 548 548 petilil 548 5 66 56
## 549 549 lilligant 549 11 163 168
## 550 550 basculin-red-striped 550 10 180 161
## 551 551 sandile 551 7 152 58
## 552 552 krokorok 552 10 334 123
## 553 553 krookodile 553 15 963 234
## 554 554 darumaka 554 6 375 63
## 555 555 darmanitan-standard 555 13 929 168
## 556 556 maractus 556 10 280 161
## 557 557 dwebble 557 3 145 65
## 558 558 crustle 558 14 2000 166
## 559 559 scraggy 559 6 118 70
## 560 560 scrafty 560 11 300 171
## 561 561 sigilyph 561 14 140 172
## 562 562 yamask 562 5 15 61
## 563 563 cofagrigus 563 17 765 169
## 564 564 tirtouga 564 7 165 71
## 565 565 carracosta 565 12 810 173
## 566 566 archen 566 5 95 71
## 567 567 archeops 567 14 320 177
## 568 568 trubbish 568 6 310 66
## 569 569 garbodor 569 19 1073 166
## 570 570 zorua 570 7 125 66
## 571 571 zoroark 571 16 811 179
## 572 572 minccino 572 4 58 60
## 573 573 cinccino 573 5 75 165
## 574 574 gothita 574 4 58 58
## 575 575 gothorita 575 7 180 137
## 576 576 gothitelle 576 15 440 221
## 577 577 solosis 577 3 10 58
## 578 578 duosion 578 6 80 130
## 579 579 reuniclus 579 10 201 221
## 580 580 ducklett 580 5 55 61
## 581 581 swanna 581 13 242 166
## 582 582 vanillite 582 4 57 61
## 583 583 vanillish 583 11 410 138
## 584 584 vanilluxe 584 13 575 241
## 585 585 deerling 585 6 195 67
## 586 586 sawsbuck 586 19 925 166
## 587 587 emolga 587 4 50 150
## 588 588 karrablast 588 5 59 63
## 589 589 escavalier 589 10 330 173
## 590 590 foongus 590 2 10 59
## 591 591 amoonguss 591 6 105 162
## 592 592 frillish 592 12 330 67
## 593 593 jellicent 593 22 1350 168
## 594 594 alomomola 594 12 316 165
## 595 595 joltik 595 1 6 64
## 596 596 galvantula 596 8 143 165
## 597 597 ferroseed 597 6 188 61
## 598 598 ferrothorn 598 10 1100 171
## 599 599 klink 599 3 210 60
## 600 600 klang 600 6 510 154
## 601 601 klinklang 601 6 810 234
## 602 602 tynamo 602 2 3 55
## 603 603 eelektrik 603 12 220 142
## 604 604 eelektross 604 21 805 232
## 605 605 elgyem 605 5 90 67
## 606 606 beheeyem 606 10 345 170
## 607 607 litwick 607 3 31 55
## 608 608 lampent 608 6 130 130
## 609 609 chandelure 609 10 343 234
## 610 610 axew 610 6 180 64
## 611 611 fraxure 611 10 360 144
## 612 612 haxorus 612 18 1055 243
## 613 613 cubchoo 613 5 85 61
## 614 614 beartic 614 26 2600 170
## 615 615 cryogonal 615 11 1480 170
## 616 616 shelmet 616 4 77 61
## 617 617 accelgor 617 8 253 173
## 618 618 stunfisk 618 7 110 165
## 619 619 mienfoo 619 9 200 70
## 620 620 mienshao 620 14 355 179
## 621 621 druddigon 621 16 1390 170
## 622 622 golett 622 10 920 61
## 623 623 golurk 623 28 3300 169
## 624 624 pawniard 624 5 102 68
## 625 625 bisharp 625 16 700 172
## 626 626 bouffalant 626 16 946 172
## 627 627 rufflet 627 5 105 70
## 628 628 braviary 628 15 410 179
## 629 629 vullaby 629 5 90 74
## 630 630 mandibuzz 630 12 395 179
## 631 631 heatmor 631 14 580 169
## 632 632 durant 632 3 330 169
## 633 633 deino 633 8 173 60
## 634 634 zweilous 634 14 500 147
## 635 635 hydreigon 635 18 1600 270
## 636 636 larvesta 636 11 288 72
## 637 637 volcarona 637 16 460 248
## 638 638 cobalion 638 21 2500 261
## 639 639 terrakion 639 19 2600 261
## 640 640 virizion 640 20 2000 261
## 641 641 tornadus-incarnate 641 15 630 261
## 642 642 thundurus-incarnate 642 15 610 261
## 643 643 reshiram 643 32 3300 306
## 644 644 zekrom 644 29 3450 306
## 645 645 landorus-incarnate 645 15 680 270
## 646 646 kyurem 646 30 3250 297
## 647 647 keldeo-ordinary 647 14 485 261
## 648 648 meloetta-aria 648 6 65 270
## 649 649 genesect 649 15 825 270
## 650 650 chespin 650 4 90 63
## 651 651 quilladin 651 7 290 142
## 652 652 chesnaught 652 16 900 239
## 653 653 fennekin 653 4 94 61
## 654 654 braixen 654 10 145 143
## 655 655 delphox 655 15 390 240
## 656 656 froakie 656 3 70 63
## 657 657 frogadier 657 6 109 142
## 658 658 greninja 658 15 400 239
## 659 659 bunnelby 659 4 50 47
## 660 660 diggersby 660 10 424 148
## 661 661 fletchling 661 3 17 56
## 662 662 fletchinder 662 7 160 134
## 663 663 talonflame 663 12 245 175
## 664 664 scatterbug 664 3 25 40
## 665 665 spewpa 665 3 84 75
## 666 666 vivillon 666 12 170 185
## 667 667 litleo 667 6 135 74
## 668 668 pyroar 668 15 815 177
## 669 669 flabebe 669 1 1 61
## 670 670 floette 670 2 9 130
## 671 671 florges 671 11 100 248
## 672 672 skiddo 672 9 310 70
## 673 673 gogoat 673 17 910 186
## 674 674 pancham 674 6 80 70
## 675 675 pangoro 675 21 1360 173
## 676 676 furfrou 676 12 280 165
## 677 677 espurr 677 3 35 71
## 678 678 meowstic-male 678 6 85 163
## 679 679 honedge 679 8 20 65
## 680 680 doublade 680 8 45 157
## 681 681 aegislash-shield 681 17 530 234
## 682 682 spritzee 682 2 5 68
## 683 683 aromatisse 683 8 155 162
## 684 684 swirlix 684 4 35 68
## 685 685 slurpuff 685 8 50 168
## 686 686 inkay 686 4 35 58
## 687 687 malamar 687 15 470 169
## 688 688 binacle 688 5 310 61
## 689 689 barbaracle 689 13 960 175
## 690 690 skrelp 690 5 73 64
## 691 691 dragalge 691 18 815 173
## 692 692 clauncher 692 5 83 66
## 693 693 clawitzer 693 13 353 100
## 694 694 helioptile 694 5 60 58
## 695 695 heliolisk 695 10 210 168
## 696 696 tyrunt 696 8 260 72
## 697 697 tyrantrum 697 25 2700 182
## 698 698 amaura 698 13 252 72
## 699 699 aurorus 699 27 2250 104
## 700 700 sylveon 700 10 235 184
## 701 701 hawlucha 701 8 215 175
## 702 702 dedenne 702 2 22 151
## 703 703 carbink 703 3 57 100
## 704 704 goomy 704 3 28 60
## 705 705 sliggoo 705 8 175 158
## 706 706 goodra 706 20 1505 270
## 707 707 klefki 707 2 30 165
## 708 708 phantump 708 4 70 62
## 709 709 trevenant 709 15 710 166
## 710 710 pumpkaboo-average 710 4 50 67
## 711 711 gourgeist-average 711 9 125 173
## 712 712 bergmite 712 10 995 61
## 713 713 avalugg 713 20 5050 180
## 714 714 noibat 714 5 80 49
## 715 715 noivern 715 15 850 187
## 716 716 xerneas 716 30 2150 306
## 717 717 yveltal 717 58 2030 306
## 718 718 zygarde 718 50 3050 270
## 719 719 diancie 719 7 88 270
## 720 720 hoopa 720 5 90 270
## 721 721 volcanion 721 17 1950 270
## 722 10001 deoxys-attack 386 17 608 270
## 723 10002 deoxys-defense 386 17 608 270
## 724 10003 deoxys-speed 386 17 608 270
## 725 10004 wormadam-sandy 413 5 65 148
## 726 10005 wormadam-trash 413 5 65 148
## 727 10006 shaymin-sky 492 4 52 270
## 728 10007 giratina-origin 487 69 6500 306
## 729 10008 rotom-heat 479 3 3 182
## 730 10009 rotom-wash 479 3 3 182
## 731 10010 rotom-frost 479 3 3 182
## 732 10011 rotom-fan 479 3 3 182
## 733 10012 rotom-mow 479 3 3 182
## 734 10013 castform-sunny 351 3 8 147
## 735 10014 castform-rainy 351 3 8 147
## 736 10015 castform-snowy 351 3 8 147
## 737 10016 basculin-blue-striped 550 10 180 161
## 738 10017 darmanitan-zen 555 13 929 189
## 739 10018 meloetta-pirouette 648 6 65 270
## 740 10019 tornadus-therian 641 14 630 261
## 741 10020 thundurus-therian 642 30 610 261
## 742 10021 landorus-therian 645 13 680 270
## 743 10022 kyurem-black 646 33 3250 315
## 744 10023 kyurem-white 646 36 3250 315
## 745 10024 keldeo-resolute 647 14 485 261
## 746 10025 meowstic-female 678 6 85 163
## 747 10026 aegislash-blade 681 17 530 234
## 748 10027 pumpkaboo-small 710 3 35 67
## 749 10028 pumpkaboo-large 710 5 75 67
## 750 10029 pumpkaboo-super 710 8 150 67
## 751 10030 gourgeist-small 711 7 95 173
## 752 10031 gourgeist-large 711 11 140 173
## 753 10032 gourgeist-super 711 17 390 173
## 754 10033 venusaur-mega 3 24 1555 281
## 755 10034 charizard-mega-x 6 17 1105 285
## 756 10035 charizard-mega-y 6 17 1005 285
## 757 10036 blastoise-mega 9 16 1011 284
## 758 10037 alakazam-mega 65 12 480 266
## 759 10038 gengar-mega 94 14 405 270
## 760 10039 kangaskhan-mega 115 22 1000 207
## 761 10040 pinsir-mega 127 17 590 210
## 762 10041 gyarados-mega 130 65 3050 224
## 763 10042 aerodactyl-mega 142 21 790 215
## 764 10043 mewtwo-mega-x 150 23 1270 351
## 765 10044 mewtwo-mega-y 150 15 330 351
## 766 10045 ampharos-mega 181 14 615 275
## 767 10046 scizor-mega 212 20 1250 210
## 768 10047 heracross-mega 214 17 625 210
## 769 10048 houndoom-mega 229 19 495 210
## 770 10049 tyranitar-mega 248 25 2550 315
## 771 10050 blaziken-mega 257 19 520 284
## 772 10051 gardevoir-mega 282 16 484 278
## 773 10052 mawile-mega 303 10 235 168
## 774 10053 aggron-mega 306 22 3950 284
## 775 10054 medicham-mega 308 13 315 179
## 776 10055 manectric-mega 310 18 440 201
## 777 10056 banette-mega 354 12 130 194
## 778 10057 absol-mega 359 12 490 198
## 779 10058 garchomp-mega 445 19 950 315
## 780 10059 lucario-mega 448 13 575 219
## 781 10060 abomasnow-mega 460 27 1850 208
## 782 10061 floette-eternal 670 2 9 243
## 783 10062 latias-mega 380 18 520 315
## 784 10063 latios-mega 381 23 700 315
## 785 10064 swampert-mega 260 190 1020 286
## 786 10065 sceptile-mega 254 190 552 284
## 787 10066 sableye-mega 302 50 1610 168
## 788 10067 altaria-mega 334 150 206 207
## 789 10068 gallade-mega 475 160 564 278
## 790 10069 audino-mega 531 150 320 425
## 791 10070 sharpedo-mega 319 250 1303 196
## 792 10071 slowbro-mega 80 200 1200 207
## 793 10072 steelix-mega 208 1050 7400 214
## 794 10073 pidgeot-mega 18 220 505 261
## 795 10074 glalie-mega 362 210 3502 203
## 796 10075 diancie-mega 719 110 278 315
## 797 10076 metagross-mega 376 250 9429 315
## 798 10077 kyogre-primal 382 980 4300 347
## 799 10078 groudon-primal 383 500 9997 347
## 800 10079 rayquaza-mega 384 1080 3920 351
## 801 10080 pikachu-rock-star 25 40 60 112
## 802 10081 pikachu-belle 25 40 60 112
## 803 10082 pikachu-pop-star 25 40 60 112
## 804 10083 pikachu-phd 25 40 60 112
## 805 10084 pikachu-libre 25 40 60 112
## 806 10085 pikachu-cosplay 25 40 60 112
## 807 10086 hoopa-unbound 720 650 4900 306
## 808 10087 camerupt-mega 323 250 3205 196
## 809 10088 lopunny-mega 428 130 283 203
## 810 10089 salamence-mega 373 180 1126 315
## 811 10090 beedrill-mega 15 140 405 223
## type_1 type_2 attack defense hp special_attack special_defense speed
## 1 grass poison 49 49 45 65 65 45
## 2 grass poison 62 63 60 80 80 60
## 3 grass poison 82 83 80 100 100 80
## 4 fire <NA> 52 43 39 60 50 65
## 5 fire <NA> 64 58 58 80 65 80
## 6 fire flying 84 78 78 109 85 100
## 7 water <NA> 48 65 44 50 64 43
## 8 water <NA> 63 80 59 65 80 58
## 9 water <NA> 83 100 79 85 105 78
## 10 bug <NA> 30 35 45 20 20 45
## 11 bug <NA> 20 55 50 25 25 30
## 12 bug flying 45 50 60 90 80 70
## 13 bug poison 35 30 40 20 20 50
## 14 bug poison 25 50 45 25 25 35
## 15 bug poison 90 40 65 45 80 75
## 16 normal flying 45 40 40 35 35 56
## 17 normal flying 60 55 63 50 50 71
## 18 normal flying 80 75 83 70 70 101
## 19 normal <NA> 56 35 30 25 35 72
## 20 normal <NA> 81 60 55 50 70 97
## 21 normal flying 60 30 40 31 31 70
## 22 normal flying 90 65 65 61 61 100
## 23 poison <NA> 60 44 35 40 54 55
## 24 poison <NA> 85 69 60 65 79 80
## 25 electric <NA> 55 40 35 50 50 90
## 26 electric <NA> 90 55 60 90 80 110
## 27 ground <NA> 75 85 50 20 30 40
## 28 ground <NA> 100 110 75 45 55 65
## 29 poison <NA> 47 52 55 40 40 41
## 30 poison <NA> 62 67 70 55 55 56
## 31 poison ground 92 87 90 75 85 76
## 32 poison <NA> 57 40 46 40 40 50
## 33 poison <NA> 72 57 61 55 55 65
## 34 poison ground 102 77 81 85 75 85
## 35 fairy <NA> 45 48 70 60 65 35
## 36 fairy <NA> 70 73 95 95 90 60
## 37 fire <NA> 41 40 38 50 65 65
## 38 fire <NA> 76 75 73 81 100 100
## 39 normal fairy 45 20 115 45 25 20
## 40 normal fairy 70 45 140 85 50 45
## 41 poison flying 45 35 40 30 40 55
## 42 poison flying 80 70 75 65 75 90
## 43 grass poison 50 55 45 75 65 30
## 44 grass poison 65 70 60 85 75 40
## 45 grass poison 80 85 75 110 90 50
## 46 bug grass 70 55 35 45 55 25
## 47 bug grass 95 80 60 60 80 30
## 48 bug poison 55 50 60 40 55 45
## 49 bug poison 65 60 70 90 75 90
## 50 ground <NA> 55 25 10 35 45 95
## 51 ground <NA> 80 50 35 50 70 120
## 52 normal <NA> 45 35 40 40 40 90
## 53 normal <NA> 70 60 65 65 65 115
## 54 water <NA> 52 48 50 65 50 55
## 55 water <NA> 82 78 80 95 80 85
## 56 fighting <NA> 80 35 40 35 45 70
## 57 fighting <NA> 105 60 65 60 70 95
## 58 fire <NA> 70 45 55 70 50 60
## 59 fire <NA> 110 80 90 100 80 95
## 60 water <NA> 50 40 40 40 40 90
## 61 water <NA> 65 65 65 50 50 90
## 62 water fighting 95 95 90 70 90 70
## 63 psychic <NA> 20 15 25 105 55 90
## 64 psychic <NA> 35 30 40 120 70 105
## 65 psychic <NA> 50 45 55 135 95 120
## 66 fighting <NA> 80 50 70 35 35 35
## 67 fighting <NA> 100 70 80 50 60 45
## 68 fighting <NA> 130 80 90 65 85 55
## 69 grass poison 75 35 50 70 30 40
## 70 grass poison 90 50 65 85 45 55
## 71 grass poison 105 65 80 100 70 70
## 72 water poison 40 35 40 50 100 70
## 73 water poison 70 65 80 80 120 100
## 74 rock ground 80 100 40 30 30 20
## 75 rock ground 95 115 55 45 45 35
## 76 rock ground 120 130 80 55 65 45
## 77 fire <NA> 85 55 50 65 65 90
## 78 fire <NA> 100 70 65 80 80 105
## 79 water psychic 65 65 90 40 40 15
## 80 water psychic 75 110 95 100 80 30
## 81 electric steel 35 70 25 95 55 45
## 82 electric steel 60 95 50 120 70 70
## 83 normal flying 65 55 52 58 62 60
## 84 normal flying 85 45 35 35 35 75
## 85 normal flying 110 70 60 60 60 100
## 86 water <NA> 45 55 65 45 70 45
## 87 water ice 70 80 90 70 95 70
## 88 poison <NA> 80 50 80 40 50 25
## 89 poison <NA> 105 75 105 65 100 50
## 90 water <NA> 65 100 30 45 25 40
## 91 water ice 95 180 50 85 45 70
## 92 ghost poison 35 30 30 100 35 80
## 93 ghost poison 50 45 45 115 55 95
## 94 ghost poison 65 60 60 130 75 110
## 95 rock ground 45 160 35 30 45 70
## 96 psychic <NA> 48 45 60 43 90 42
## 97 psychic <NA> 73 70 85 73 115 67
## 98 water <NA> 105 90 30 25 25 50
## 99 water <NA> 130 115 55 50 50 75
## 100 electric <NA> 30 50 40 55 55 100
## 101 electric <NA> 50 70 60 80 80 140
## 102 grass psychic 40 80 60 60 45 40
## 103 grass psychic 95 85 95 125 65 55
## 104 ground <NA> 50 95 50 40 50 35
## 105 ground <NA> 80 110 60 50 80 45
## 106 fighting <NA> 120 53 50 35 110 87
## 107 fighting <NA> 105 79 50 35 110 76
## 108 normal <NA> 55 75 90 60 75 30
## 109 poison <NA> 65 95 40 60 45 35
## 110 poison <NA> 90 120 65 85 70 60
## 111 ground rock 85 95 80 30 30 25
## 112 ground rock 130 120 105 45 45 40
## 113 normal <NA> 5 5 250 35 105 50
## 114 grass <NA> 55 115 65 100 40 60
## 115 normal <NA> 95 80 105 40 80 90
## 116 water <NA> 40 70 30 70 25 60
## 117 water <NA> 65 95 55 95 45 85
## 118 water <NA> 67 60 45 35 50 63
## 119 water <NA> 92 65 80 65 80 68
## 120 water <NA> 45 55 30 70 55 85
## 121 water psychic 75 85 60 100 85 115
## 122 psychic fairy 45 65 40 100 120 90
## 123 bug flying 110 80 70 55 80 105
## 124 ice psychic 50 35 65 115 95 95
## 125 electric <NA> 83 57 65 95 85 105
## 126 fire <NA> 95 57 65 100 85 93
## 127 bug <NA> 125 100 65 55 70 85
## 128 normal <NA> 100 95 75 40 70 110
## 129 water <NA> 10 55 20 15 20 80
## 130 water flying 125 79 95 60 100 81
## 131 water ice 85 80 130 85 95 60
## 132 normal <NA> 48 48 48 48 48 48
## 133 normal <NA> 55 50 55 45 65 55
## 134 water <NA> 65 60 130 110 95 65
## 135 electric <NA> 65 60 65 110 95 130
## 136 fire <NA> 130 60 65 95 110 65
## 137 normal <NA> 60 70 65 85 75 40
## 138 rock water 40 100 35 90 55 35
## 139 rock water 60 125 70 115 70 55
## 140 rock water 80 90 30 55 45 55
## 141 rock water 115 105 60 65 70 80
## 142 rock flying 105 65 80 60 75 130
## 143 normal <NA> 110 65 160 65 110 30
## 144 ice flying 85 100 90 95 125 85
## 145 electric flying 90 85 90 125 90 100
## 146 fire flying 100 90 90 125 85 90
## 147 dragon <NA> 64 45 41 50 50 50
## 148 dragon <NA> 84 65 61 70 70 70
## 149 dragon flying 134 95 91 100 100 80
## 150 psychic <NA> 110 90 106 154 90 130
## 151 psychic <NA> 100 100 100 100 100 100
## 152 grass <NA> 49 65 45 49 65 45
## 153 grass <NA> 62 80 60 63 80 60
## 154 grass <NA> 82 100 80 83 100 80
## 155 fire <NA> 52 43 39 60 50 65
## 156 fire <NA> 64 58 58 80 65 80
## 157 fire <NA> 84 78 78 109 85 100
## 158 water <NA> 65 64 50 44 48 43
## 159 water <NA> 80 80 65 59 63 58
## 160 water <NA> 105 100 85 79 83 78
## 161 normal <NA> 46 34 35 35 45 20
## 162 normal <NA> 76 64 85 45 55 90
## 163 normal flying 30 30 60 36 56 50
## 164 normal flying 50 50 100 76 96 70
## 165 bug flying 20 30 40 40 80 55
## 166 bug flying 35 50 55 55 110 85
## 167 bug poison 60 40 40 40 40 30
## 168 bug poison 90 70 70 60 60 40
## 169 poison flying 90 80 85 70 80 130
## 170 water electric 38 38 75 56 56 67
## 171 water electric 58 58 125 76 76 67
## 172 electric <NA> 40 15 20 35 35 60
## 173 fairy <NA> 25 28 50 45 55 15
## 174 normal fairy 30 15 90 40 20 15
## 175 fairy <NA> 20 65 35 40 65 20
## 176 fairy flying 40 85 55 80 105 40
## 177 psychic flying 50 45 40 70 45 70
## 178 psychic flying 75 70 65 95 70 95
## 179 electric <NA> 40 40 55 65 45 35
## 180 electric <NA> 55 55 70 80 60 45
## 181 electric <NA> 75 85 90 115 90 55
## 182 grass <NA> 80 95 75 90 100 50
## 183 water fairy 20 50 70 20 50 40
## 184 water fairy 50 80 100 60 80 50
## 185 rock <NA> 100 115 70 30 65 30
## 186 water <NA> 75 75 90 90 100 70
## 187 grass flying 35 40 35 35 55 50
## 188 grass flying 45 50 55 45 65 80
## 189 grass flying 55 70 75 55 95 110
## 190 normal <NA> 70 55 55 40 55 85
## 191 grass <NA> 30 30 30 30 30 30
## 192 grass <NA> 75 55 75 105 85 30
## 193 bug flying 65 45 65 75 45 95
## 194 water ground 45 45 55 25 25 15
## 195 water ground 85 85 95 65 65 35
## 196 psychic <NA> 65 60 65 130 95 110
## 197 dark <NA> 65 110 95 60 130 65
## 198 dark flying 85 42 60 85 42 91
## 199 water psychic 75 80 95 100 110 30
## 200 ghost <NA> 60 60 60 85 85 85
## 201 psychic <NA> 72 48 48 72 48 48
## 202 psychic <NA> 33 58 190 33 58 33
## 203 normal psychic 80 65 70 90 65 85
## 204 bug <NA> 65 90 50 35 35 15
## 205 bug steel 90 140 75 60 60 40
## 206 normal <NA> 70 70 100 65 65 45
## 207 ground flying 75 105 65 35 65 85
## 208 steel ground 85 200 75 55 65 30
## 209 fairy <NA> 80 50 60 40 40 30
## 210 fairy <NA> 120 75 90 60 60 45
## 211 water poison 95 75 65 55 55 85
## 212 bug steel 130 100 70 55 80 65
## 213 bug rock 10 230 20 10 230 5
## 214 bug fighting 125 75 80 40 95 85
## 215 dark ice 95 55 55 35 75 115
## 216 normal <NA> 80 50 60 50 50 40
## 217 normal <NA> 130 75 90 75 75 55
## 218 fire <NA> 40 40 40 70 40 20
## 219 fire rock 50 120 50 80 80 30
## 220 ice ground 50 40 50 30 30 50
## 221 ice ground 100 80 100 60 60 50
## 222 water rock 55 85 55 65 85 35
## 223 water <NA> 65 35 35 65 35 65
## 224 water <NA> 105 75 75 105 75 45
## 225 ice flying 55 45 45 65 45 75
## 226 water flying 40 70 65 80 140 70
## 227 steel flying 80 140 65 40 70 70
## 228 dark fire 60 30 45 80 50 65
## 229 dark fire 90 50 75 110 80 95
## 230 water dragon 95 95 75 95 95 85
## 231 ground <NA> 60 60 90 40 40 40
## 232 ground <NA> 120 120 90 60 60 50
## 233 normal <NA> 80 90 85 105 95 60
## 234 normal <NA> 95 62 73 85 65 85
## 235 normal <NA> 20 35 55 20 45 75
## 236 fighting <NA> 35 35 35 35 35 35
## 237 fighting <NA> 95 95 50 35 110 70
## 238 ice psychic 30 15 45 85 65 65
## 239 electric <NA> 63 37 45 65 55 95
## 240 fire <NA> 75 37 45 70 55 83
## 241 normal <NA> 80 105 95 40 70 100
## 242 normal <NA> 10 10 255 75 135 55
## 243 electric <NA> 85 75 90 115 100 115
## 244 fire <NA> 115 85 115 90 75 100
## 245 water <NA> 75 115 100 90 115 85
## 246 rock ground 64 50 50 45 50 41
## 247 rock ground 84 70 70 65 70 51
## 248 rock dark 134 110 100 95 100 61
## 249 psychic flying 90 130 106 90 154 110
## 250 fire flying 130 90 106 110 154 90
## 251 psychic grass 100 100 100 100 100 100
## 252 grass <NA> 45 35 40 65 55 70
## 253 grass <NA> 65 45 50 85 65 95
## 254 grass <NA> 85 65 70 105 85 120
## 255 fire <NA> 60 40 45 70 50 45
## 256 fire fighting 85 60 60 85 60 55
## 257 fire fighting 120 70 80 110 70 80
## 258 water <NA> 70 50 50 50 50 40
## 259 water ground 85 70 70 60 70 50
## 260 water ground 110 90 100 85 90 60
## 261 dark <NA> 55 35 35 30 30 35
## 262 dark <NA> 90 70 70 60 60 70
## 263 normal <NA> 30 41 38 30 41 60
## 264 normal <NA> 70 61 78 50 61 100
## 265 bug <NA> 45 35 45 20 30 20
## 266 bug <NA> 35 55 50 25 25 15
## 267 bug flying 70 50 60 100 50 65
## 268 bug <NA> 35 55 50 25 25 15
## 269 bug poison 50 70 60 50 90 65
## 270 water grass 30 30 40 40 50 30
## 271 water grass 50 50 60 60 70 50
## 272 water grass 70 70 80 90 100 70
## 273 grass <NA> 40 50 40 30 30 30
## 274 grass dark 70 40 70 60 40 60
## 275 grass dark 100 60 90 90 60 80
## 276 normal flying 55 30 40 30 30 85
## 277 normal flying 85 60 60 50 50 125
## 278 water flying 30 30 40 55 30 85
## 279 water flying 50 100 60 85 70 65
## 280 psychic fairy 25 25 28 45 35 40
## 281 psychic fairy 35 35 38 65 55 50
## 282 psychic fairy 65 65 68 125 115 80
## 283 bug water 30 32 40 50 52 65
## 284 bug flying 60 62 70 80 82 60
## 285 grass <NA> 40 60 60 40 60 35
## 286 grass fighting 130 80 60 60 60 70
## 287 normal <NA> 60 60 60 35 35 30
## 288 normal <NA> 80 80 80 55 55 90
## 289 normal <NA> 160 100 150 95 65 100
## 290 bug ground 45 90 31 30 30 40
## 291 bug flying 90 45 61 50 50 160
## 292 bug ghost 90 45 1 30 30 40
## 293 normal <NA> 51 23 64 51 23 28
## 294 normal <NA> 71 43 84 71 43 48
## 295 normal <NA> 91 63 104 91 73 68
## 296 fighting <NA> 60 30 72 20 30 25
## 297 fighting <NA> 120 60 144 40 60 50
## 298 normal fairy 20 40 50 20 40 20
## 299 rock <NA> 45 135 30 45 90 30
## 300 normal <NA> 45 45 50 35 35 50
## 301 normal <NA> 65 65 70 55 55 70
## 302 dark ghost 75 75 50 65 65 50
## 303 steel fairy 85 85 50 55 55 50
## 304 steel rock 70 100 50 40 40 30
## 305 steel rock 90 140 60 50 50 40
## 306 steel rock 110 180 70 60 60 50
## 307 fighting psychic 40 55 30 40 55 60
## 308 fighting psychic 60 75 60 60 75 80
## 309 electric <NA> 45 40 40 65 40 65
## 310 electric <NA> 75 60 70 105 60 105
## 311 electric <NA> 50 40 60 85 75 95
## 312 electric <NA> 40 50 60 75 85 95
## 313 bug <NA> 73 55 65 47 75 85
## 314 bug <NA> 47 55 65 73 75 85
## 315 grass poison 60 45 50 100 80 65
## 316 poison <NA> 43 53 70 43 53 40
## 317 poison <NA> 73 83 100 73 83 55
## 318 water dark 90 20 45 65 20 65
## 319 water dark 120 40 70 95 40 95
## 320 water <NA> 70 35 130 70 35 60
## 321 water <NA> 90 45 170 90 45 60
## 322 fire ground 60 40 60 65 45 35
## 323 fire ground 100 70 70 105 75 40
## 324 fire <NA> 85 140 70 85 70 20
## 325 psychic <NA> 25 35 60 70 80 60
## 326 psychic <NA> 45 65 80 90 110 80
## 327 normal <NA> 60 60 60 60 60 60
## 328 ground <NA> 100 45 45 45 45 10
## 329 ground dragon 70 50 50 50 50 70
## 330 ground dragon 100 80 80 80 80 100
## 331 grass <NA> 85 40 50 85 40 35
## 332 grass dark 115 60 70 115 60 55
## 333 normal flying 40 60 45 40 75 50
## 334 dragon flying 70 90 75 70 105 80
## 335 normal <NA> 115 60 73 60 60 90
## 336 poison <NA> 100 60 73 100 60 65
## 337 rock psychic 55 65 70 95 85 70
## 338 rock psychic 95 85 70 55 65 70
## 339 water ground 48 43 50 46 41 60
## 340 water ground 78 73 110 76 71 60
## 341 water <NA> 80 65 43 50 35 35
## 342 water dark 120 85 63 90 55 55
## 343 ground psychic 40 55 40 40 70 55
## 344 ground psychic 70 105 60 70 120 75
## 345 rock grass 41 77 66 61 87 23
## 346 rock grass 81 97 86 81 107 43
## 347 rock bug 95 50 45 40 50 75
## 348 rock bug 125 100 75 70 80 45
## 349 water <NA> 15 20 20 10 55 80
## 350 water <NA> 60 79 95 100 125 81
## 351 normal <NA> 70 70 70 70 70 70
## 352 normal <NA> 90 70 60 60 120 40
## 353 ghost <NA> 75 35 44 63 33 45
## 354 ghost <NA> 115 65 64 83 63 65
## 355 ghost <NA> 40 90 20 30 90 25
## 356 ghost <NA> 70 130 40 60 130 25
## 357 grass flying 68 83 99 72 87 51
## 358 psychic <NA> 50 70 65 95 80 65
## 359 dark <NA> 130 60 65 75 60 75
## 360 psychic <NA> 23 48 95 23 48 23
## 361 ice <NA> 50 50 50 50 50 50
## 362 ice <NA> 80 80 80 80 80 80
## 363 ice water 40 50 70 55 50 25
## 364 ice water 60 70 90 75 70 45
## 365 ice water 80 90 110 95 90 65
## 366 water <NA> 64 85 35 74 55 32
## 367 water <NA> 104 105 55 94 75 52
## 368 water <NA> 84 105 55 114 75 52
## 369 water rock 90 130 100 45 65 55
## 370 water <NA> 30 55 43 40 65 97
## 371 dragon <NA> 75 60 45 40 30 50
## 372 dragon <NA> 95 100 65 60 50 50
## 373 dragon flying 135 80 95 110 80 100
## 374 steel psychic 55 80 40 35 60 30
## 375 steel psychic 75 100 60 55 80 50
## 376 steel psychic 135 130 80 95 90 70
## 377 rock <NA> 100 200 80 50 100 50
## 378 ice <NA> 50 100 80 100 200 50
## 379 steel <NA> 75 150 80 75 150 50
## 380 dragon psychic 80 90 80 110 130 110
## 381 dragon psychic 90 80 80 130 110 110
## 382 water <NA> 100 90 100 150 140 90
## 383 ground <NA> 150 140 100 100 90 90
## 384 dragon flying 150 90 105 150 90 95
## 385 steel psychic 100 100 100 100 100 100
## 386 psychic <NA> 150 50 50 150 50 150
## 387 grass <NA> 68 64 55 45 55 31
## 388 grass <NA> 89 85 75 55 65 36
## 389 grass ground 109 105 95 75 85 56
## 390 fire <NA> 58 44 44 58 44 61
## 391 fire fighting 78 52 64 78 52 81
## 392 fire fighting 104 71 76 104 71 108
## 393 water <NA> 51 53 53 61 56 40
## 394 water <NA> 66 68 64 81 76 50
## 395 water steel 86 88 84 111 101 60
## 396 normal flying 55 30 40 30 30 60
## 397 normal flying 75 50 55 40 40 80
## 398 normal flying 120 70 85 50 60 100
## 399 normal <NA> 45 40 59 35 40 31
## 400 normal water 85 60 79 55 60 71
## 401 bug <NA> 25 41 37 25 41 25
## 402 bug <NA> 85 51 77 55 51 65
## 403 electric <NA> 65 34 45 40 34 45
## 404 electric <NA> 85 49 60 60 49 60
## 405 electric <NA> 120 79 80 95 79 70
## 406 grass poison 30 35 40 50 70 55
## 407 grass poison 70 65 60 125 105 90
## 408 rock <NA> 125 40 67 30 30 58
## 409 rock <NA> 165 60 97 65 50 58
## 410 rock steel 42 118 30 42 88 30
## 411 rock steel 52 168 60 47 138 30
## 412 bug <NA> 29 45 40 29 45 36
## 413 bug grass 59 85 60 79 105 36
## 414 bug flying 94 50 70 94 50 66
## 415 bug flying 30 42 30 30 42 70
## 416 bug flying 80 102 70 80 102 40
## 417 electric <NA> 45 70 60 45 90 95
## 418 water <NA> 65 35 55 60 30 85
## 419 water <NA> 105 55 85 85 50 115
## 420 grass <NA> 35 45 45 62 53 35
## 421 grass <NA> 60 70 70 87 78 85
## 422 water <NA> 48 48 76 57 62 34
## 423 water ground 83 68 111 92 82 39
## 424 normal <NA> 100 66 75 60 66 115
## 425 ghost flying 50 34 90 60 44 70
## 426 ghost flying 80 44 150 90 54 80
## 427 normal <NA> 66 44 55 44 56 85
## 428 normal <NA> 76 84 65 54 96 105
## 429 ghost <NA> 60 60 60 105 105 105
## 430 dark flying 125 52 100 105 52 71
## 431 normal <NA> 55 42 49 42 37 85
## 432 normal <NA> 82 64 71 64 59 112
## 433 psychic <NA> 30 50 45 65 50 45
## 434 poison dark 63 47 63 41 41 74
## 435 poison dark 93 67 103 71 61 84
## 436 steel psychic 24 86 57 24 86 23
## 437 steel psychic 89 116 67 79 116 33
## 438 rock <NA> 80 95 50 10 45 10
## 439 psychic fairy 25 45 20 70 90 60
## 440 normal <NA> 5 5 100 15 65 30
## 441 normal flying 65 45 76 92 42 91
## 442 ghost dark 92 108 50 92 108 35
## 443 dragon ground 70 45 58 40 45 42
## 444 dragon ground 90 65 68 50 55 82
## 445 dragon ground 130 95 108 80 85 102
## 446 normal <NA> 85 40 135 40 85 5
## 447 fighting <NA> 70 40 40 35 40 60
## 448 fighting steel 110 70 70 115 70 90
## 449 ground <NA> 72 78 68 38 42 32
## 450 ground <NA> 112 118 108 68 72 47
## 451 poison bug 50 90 40 30 55 65
## 452 poison dark 90 110 70 60 75 95
## 453 poison fighting 61 40 48 61 40 50
## 454 poison fighting 106 65 83 86 65 85
## 455 grass <NA> 100 72 74 90 72 46
## 456 water <NA> 49 56 49 49 61 66
## 457 water <NA> 69 76 69 69 86 91
## 458 water flying 20 50 45 60 120 50
## 459 grass ice 62 50 60 62 60 40
## 460 grass ice 92 75 90 92 85 60
## 461 dark ice 120 65 70 45 85 125
## 462 electric steel 70 115 70 130 90 60
## 463 normal <NA> 85 95 110 80 95 50
## 464 ground rock 140 130 115 55 55 40
## 465 grass <NA> 100 125 100 110 50 50
## 466 electric <NA> 123 67 75 95 85 95
## 467 fire <NA> 95 67 75 125 95 83
## 468 fairy flying 50 95 85 120 115 80
## 469 bug flying 76 86 86 116 56 95
## 470 grass <NA> 110 130 65 60 65 95
## 471 ice <NA> 60 110 65 130 95 65
## 472 ground flying 95 125 75 45 75 95
## 473 ice ground 130 80 110 70 60 80
## 474 normal <NA> 80 70 85 135 75 90
## 475 psychic fighting 125 65 68 65 115 80
## 476 rock steel 55 145 60 75 150 40
## 477 ghost <NA> 100 135 45 65 135 45
## 478 ice ghost 80 70 70 80 70 110
## 479 electric ghost 50 77 50 95 77 91
## 480 psychic <NA> 75 130 75 75 130 95
## 481 psychic <NA> 105 105 80 105 105 80
## 482 psychic <NA> 125 70 75 125 70 115
## 483 steel dragon 120 120 100 150 100 90
## 484 water dragon 120 100 90 150 120 100
## 485 fire steel 90 106 91 130 106 77
## 486 normal <NA> 160 110 110 80 110 100
## 487 ghost dragon 100 120 150 100 120 90
## 488 psychic <NA> 70 120 120 75 130 85
## 489 water <NA> 80 80 80 80 80 80
## 490 water <NA> 100 100 100 100 100 100
## 491 dark <NA> 90 90 70 135 90 125
## 492 grass <NA> 100 100 100 100 100 100
## 493 normal <NA> 120 120 120 120 120 120
## 494 psychic fire 100 100 100 100 100 100
## 495 grass <NA> 45 55 45 45 55 63
## 496 grass <NA> 60 75 60 60 75 83
## 497 grass <NA> 75 95 75 75 95 113
## 498 fire <NA> 63 45 65 45 45 45
## 499 fire fighting 93 55 90 70 55 55
## 500 fire fighting 123 65 110 100 65 65
## 501 water <NA> 55 45 55 63 45 45
## 502 water <NA> 75 60 75 83 60 60
## 503 water <NA> 100 85 95 108 70 70
## 504 normal <NA> 55 39 45 35 39 42
## 505 normal <NA> 85 69 60 60 69 77
## 506 normal <NA> 60 45 45 25 45 55
## 507 normal <NA> 80 65 65 35 65 60
## 508 normal <NA> 110 90 85 45 90 80
## 509 dark <NA> 50 37 41 50 37 66
## 510 dark <NA> 88 50 64 88 50 106
## 511 grass <NA> 53 48 50 53 48 64
## 512 grass <NA> 98 63 75 98 63 101
## 513 fire <NA> 53 48 50 53 48 64
## 514 fire <NA> 98 63 75 98 63 101
## 515 water <NA> 53 48 50 53 48 64
## 516 water <NA> 98 63 75 98 63 101
## 517 psychic <NA> 25 45 76 67 55 24
## 518 psychic <NA> 55 85 116 107 95 29
## 519 normal flying 55 50 50 36 30 43
## 520 normal flying 77 62 62 50 42 65
## 521 normal flying 115 80 80 65 55 93
## 522 electric <NA> 60 32 45 50 32 76
## 523 electric <NA> 100 63 75 80 63 116
## 524 rock <NA> 75 85 55 25 25 15
## 525 rock <NA> 105 105 70 50 40 20
## 526 rock <NA> 135 130 85 60 80 25
## 527 psychic flying 45 43 55 55 43 72
## 528 psychic flying 57 55 67 77 55 114
## 529 ground <NA> 85 40 60 30 45 68
## 530 ground steel 135 60 110 50 65 88
## 531 normal <NA> 60 86 103 60 86 50
## 532 fighting <NA> 80 55 75 25 35 35
## 533 fighting <NA> 105 85 85 40 50 40
## 534 fighting <NA> 140 95 105 55 65 45
## 535 water <NA> 50 40 50 50 40 64
## 536 water ground 65 55 75 65 55 69
## 537 water ground 95 75 105 85 75 74
## 538 fighting <NA> 100 85 120 30 85 45
## 539 fighting <NA> 125 75 75 30 75 85
## 540 bug grass 53 70 45 40 60 42
## 541 bug grass 63 90 55 50 80 42
## 542 bug grass 103 80 75 70 80 92
## 543 bug poison 45 59 30 30 39 57
## 544 bug poison 55 99 40 40 79 47
## 545 bug poison 100 89 60 55 69 112
## 546 grass fairy 27 60 40 37 50 66
## 547 grass fairy 67 85 60 77 75 116
## 548 grass <NA> 35 50 45 70 50 30
## 549 grass <NA> 60 75 70 110 75 90
## 550 water <NA> 92 65 70 80 55 98
## 551 ground dark 72 35 50 35 35 65
## 552 ground dark 82 45 60 45 45 74
## 553 ground dark 117 80 95 65 70 92
## 554 fire <NA> 90 45 70 15 45 50
## 555 fire <NA> 140 55 105 30 55 95
## 556 grass <NA> 86 67 75 106 67 60
## 557 bug rock 65 85 50 35 35 55
## 558 bug rock 95 125 70 65 75 45
## 559 dark fighting 75 70 50 35 70 48
## 560 dark fighting 90 115 65 45 115 58
## 561 psychic flying 58 80 72 103 80 97
## 562 ghost <NA> 30 85 38 55 65 30
## 563 ghost <NA> 50 145 58 95 105 30
## 564 water rock 78 103 54 53 45 22
## 565 water rock 108 133 74 83 65 32
## 566 rock flying 112 45 55 74 45 70
## 567 rock flying 140 65 75 112 65 110
## 568 poison <NA> 50 62 50 40 62 65
## 569 poison <NA> 95 82 80 60 82 75
## 570 dark <NA> 65 40 40 80 40 65
## 571 dark <NA> 105 60 60 120 60 105
## 572 normal <NA> 50 40 55 40 40 75
## 573 normal <NA> 95 60 75 65 60 115
## 574 psychic <NA> 30 50 45 55 65 45
## 575 psychic <NA> 45 70 60 75 85 55
## 576 psychic <NA> 55 95 70 95 110 65
## 577 psychic <NA> 30 40 45 105 50 20
## 578 psychic <NA> 40 50 65 125 60 30
## 579 psychic <NA> 65 75 110 125 85 30
## 580 water flying 44 50 62 44 50 55
## 581 water flying 87 63 75 87 63 98
## 582 ice <NA> 50 50 36 65 60 44
## 583 ice <NA> 65 65 51 80 75 59
## 584 ice <NA> 95 85 71 110 95 79
## 585 normal grass 60 50 60 40 50 75
## 586 normal grass 100 70 80 60 70 95
## 587 electric flying 75 60 55 75 60 103
## 588 bug <NA> 75 45 50 40 45 60
## 589 bug steel 135 105 70 60 105 20
## 590 grass poison 55 45 69 55 55 15
## 591 grass poison 85 70 114 85 80 30
## 592 water ghost 40 50 55 65 85 40
## 593 water ghost 60 70 100 85 105 60
## 594 water <NA> 75 80 165 40 45 65
## 595 bug electric 47 50 50 57 50 65
## 596 bug electric 77 60 70 97 60 108
## 597 grass steel 50 91 44 24 86 10
## 598 grass steel 94 131 74 54 116 20
## 599 steel <NA> 55 70 40 45 60 30
## 600 steel <NA> 80 95 60 70 85 50
## 601 steel <NA> 100 115 60 70 85 90
## 602 electric <NA> 55 40 35 45 40 60
## 603 electric <NA> 85 70 65 75 70 40
## 604 electric <NA> 115 80 85 105 80 50
## 605 psychic <NA> 55 55 55 85 55 30
## 606 psychic <NA> 75 75 75 125 95 40
## 607 ghost fire 30 55 50 65 55 20
## 608 ghost fire 40 60 60 95 60 55
## 609 ghost fire 55 90 60 145 90 80
## 610 dragon <NA> 87 60 46 30 40 57
## 611 dragon <NA> 117 70 66 40 50 67
## 612 dragon <NA> 147 90 76 60 70 97
## 613 ice <NA> 70 40 55 60 40 40
## 614 ice <NA> 110 80 95 70 80 50
## 615 ice <NA> 50 30 70 95 135 105
## 616 bug <NA> 40 85 50 40 65 25
## 617 bug <NA> 70 40 80 100 60 145
## 618 ground electric 66 84 109 81 99 32
## 619 fighting <NA> 85 50 45 55 50 65
## 620 fighting <NA> 125 60 65 95 60 105
## 621 dragon <NA> 120 90 77 60 90 48
## 622 ground ghost 74 50 59 35 50 35
## 623 ground ghost 124 80 89 55 80 55
## 624 dark steel 85 70 45 40 40 60
## 625 dark steel 125 100 65 60 70 70
## 626 normal <NA> 110 95 95 40 95 55
## 627 normal flying 83 50 70 37 50 60
## 628 normal flying 123 75 100 57 75 80
## 629 dark flying 55 75 70 45 65 60
## 630 dark flying 65 105 110 55 95 80
## 631 fire <NA> 97 66 85 105 66 65
## 632 bug steel 109 112 58 48 48 109
## 633 dark dragon 65 50 52 45 50 38
## 634 dark dragon 85 70 72 65 70 58
## 635 dark dragon 105 90 92 125 90 98
## 636 bug fire 85 55 55 50 55 60
## 637 bug fire 60 65 85 135 105 100
## 638 steel fighting 90 129 91 90 72 108
## 639 rock fighting 129 90 91 72 90 108
## 640 grass fighting 90 72 91 90 129 108
## 641 flying <NA> 115 70 79 125 80 111
## 642 electric flying 115 70 79 125 80 111
## 643 dragon fire 120 100 100 150 120 90
## 644 dragon electric 150 120 100 120 100 90
## 645 ground flying 125 90 89 115 80 101
## 646 dragon ice 130 90 125 130 90 95
## 647 water fighting 72 90 91 129 90 108
## 648 normal psychic 77 77 100 128 128 90
## 649 bug steel 120 95 71 120 95 99
## 650 grass <NA> 61 65 56 48 45 38
## 651 grass <NA> 78 95 61 56 58 57
## 652 grass fighting 107 122 88 74 75 64
## 653 fire <NA> 45 40 40 62 60 60
## 654 fire <NA> 59 58 59 90 70 73
## 655 fire psychic 69 72 75 114 100 104
## 656 water <NA> 56 40 41 62 44 71
## 657 water <NA> 63 52 54 83 56 97
## 658 water dark 95 67 72 103 71 122
## 659 normal <NA> 36 38 38 32 36 57
## 660 normal ground 56 77 85 50 77 78
## 661 normal flying 50 43 45 40 38 62
## 662 fire flying 73 55 62 56 52 84
## 663 fire flying 81 71 78 74 69 126
## 664 bug <NA> 35 40 38 27 25 35
## 665 bug <NA> 22 60 45 27 30 29
## 666 bug flying 52 50 80 90 50 89
## 667 fire normal 50 58 62 73 54 72
## 668 fire normal 68 72 86 109 66 106
## 669 fairy <NA> 38 39 44 61 79 42
## 670 fairy <NA> 45 47 54 75 98 52
## 671 fairy <NA> 65 68 78 112 154 75
## 672 grass <NA> 65 48 66 62 57 52
## 673 grass <NA> 100 62 123 97 81 68
## 674 fighting <NA> 82 62 67 46 48 43
## 675 fighting dark 124 78 95 69 71 58
## 676 normal <NA> 80 60 75 65 90 102
## 677 psychic <NA> 48 54 62 63 60 68
## 678 psychic <NA> 48 76 74 83 81 104
## 679 steel ghost 80 100 45 35 37 28
## 680 steel ghost 110 150 59 45 49 35
## 681 steel ghost 50 150 60 50 150 60
## 682 fairy <NA> 52 60 78 63 65 23
## 683 fairy <NA> 72 72 101 99 89 29
## 684 fairy <NA> 48 66 62 59 57 49
## 685 fairy <NA> 80 86 82 85 75 72
## 686 dark psychic 54 53 53 37 46 45
## 687 dark psychic 92 88 86 68 75 73
## 688 rock water 52 67 42 39 56 50
## 689 rock water 105 115 72 54 86 68
## 690 poison water 60 60 50 60 60 30
## 691 poison dragon 75 90 65 97 123 44
## 692 water <NA> 53 62 50 58 63 44
## 693 water <NA> 73 88 71 120 89 59
## 694 electric normal 38 33 44 61 43 70
## 695 electric normal 55 52 62 109 94 109
## 696 rock dragon 89 77 58 45 45 48
## 697 rock dragon 121 119 82 69 59 71
## 698 rock ice 59 50 77 67 63 46
## 699 rock ice 77 72 123 99 92 58
## 700 fairy <NA> 65 65 95 110 130 60
## 701 fighting flying 92 75 78 74 63 118
## 702 electric fairy 58 57 67 81 67 101
## 703 rock fairy 50 150 50 50 150 50
## 704 dragon <NA> 50 35 45 55 75 40
## 705 dragon <NA> 75 53 68 83 113 60
## 706 dragon <NA> 100 70 90 110 150 80
## 707 steel fairy 80 91 57 80 87 75
## 708 ghost grass 70 48 43 50 60 38
## 709 ghost grass 110 76 85 65 82 56
## 710 ghost grass 66 70 49 44 55 51
## 711 ghost grass 90 122 65 58 75 84
## 712 ice <NA> 69 85 55 32 35 28
## 713 ice <NA> 117 184 95 44 46 28
## 714 flying dragon 30 35 40 45 40 55
## 715 flying dragon 70 80 85 97 80 123
## 716 fairy <NA> 131 95 126 131 98 99
## 717 dark flying 131 95 126 131 98 99
## 718 dragon ground 100 121 108 81 95 95
## 719 rock fairy 100 150 50 100 150 50
## 720 psychic ghost 110 60 80 150 130 70
## 721 fire water 110 120 80 130 90 70
## 722 psychic <NA> 180 20 50 180 20 150
## 723 psychic <NA> 70 160 50 70 160 90
## 724 psychic <NA> 95 90 50 95 90 180
## 725 bug ground 79 105 60 59 85 36
## 726 bug steel 69 95 60 69 95 36
## 727 grass flying 103 75 100 120 75 127
## 728 ghost dragon 120 100 150 120 100 90
## 729 electric fire 65 107 50 105 107 86
## 730 electric water 65 107 50 105 107 86
## 731 electric ice 65 107 50 105 107 86
## 732 electric flying 65 107 50 105 107 86
## 733 electric grass 65 107 50 105 107 86
## 734 fire <NA> 70 70 70 70 70 70
## 735 water <NA> 70 70 70 70 70 70
## 736 ice <NA> 70 70 70 70 70 70
## 737 water <NA> 92 65 70 80 55 98
## 738 fire psychic 30 105 105 140 105 55
## 739 normal fighting 128 90 100 77 77 128
## 740 flying <NA> 100 80 79 110 90 121
## 741 electric flying 105 70 79 145 80 101
## 742 ground flying 145 90 89 105 80 91
## 743 dragon ice 170 100 125 120 90 95
## 744 dragon ice 120 90 125 170 100 95
## 745 water fighting 72 90 91 129 90 108
## 746 psychic <NA> 48 76 74 83 81 104
## 747 steel ghost 150 50 60 150 50 60
## 748 ghost grass 66 70 44 44 55 56
## 749 ghost grass 66 70 54 44 55 46
## 750 ghost grass 66 70 59 44 55 41
## 751 ghost grass 85 122 55 58 75 99
## 752 ghost grass 95 122 75 58 75 69
## 753 ghost grass 100 122 85 58 75 54
## 754 grass poison 100 123 80 122 120 80
## 755 fire dragon 130 111 78 130 85 100
## 756 fire flying 104 78 78 159 115 100
## 757 water <NA> 103 120 79 135 115 78
## 758 psychic <NA> 50 65 55 175 95 150
## 759 ghost poison 65 80 60 170 95 130
## 760 normal <NA> 125 100 105 60 100 100
## 761 bug flying 155 120 65 65 90 105
## 762 water dark 155 109 95 70 130 81
## 763 rock flying 135 85 80 70 95 150
## 764 psychic fighting 190 100 106 154 100 130
## 765 psychic <NA> 150 70 106 194 120 140
## 766 electric dragon 95 105 90 165 110 45
## 767 bug steel 150 140 70 65 100 75
## 768 bug fighting 185 115 80 40 105 75
## 769 dark fire 90 90 75 140 90 115
## 770 rock dark 164 150 100 95 120 71
## 771 fire fighting 160 80 80 130 80 100
## 772 psychic fairy 85 65 68 165 135 100
## 773 steel fairy 105 125 50 55 95 50
## 774 steel <NA> 140 230 70 60 80 50
## 775 fighting psychic 100 85 60 80 85 100
## 776 electric <NA> 75 80 70 135 80 135
## 777 ghost <NA> 165 75 64 93 83 75
## 778 dark <NA> 150 60 65 115 60 115
## 779 dragon ground 170 115 108 120 95 92
## 780 fighting steel 145 88 70 140 70 112
## 781 grass ice 132 105 90 132 105 30
## 782 fairy <NA> 65 67 74 125 128 92
## 783 dragon psychic 100 120 80 140 150 110
## 784 dragon psychic 130 100 80 160 120 110
## 785 water ground 150 110 100 95 110 70
## 786 grass dragon 110 75 70 145 85 145
## 787 dark ghost 85 125 50 85 115 20
## 788 dragon fairy 110 110 75 110 105 80
## 789 psychic fighting 165 95 68 65 115 110
## 790 normal fairy 60 126 103 80 126 50
## 791 water dark 140 70 70 110 65 105
## 792 water psychic 75 180 95 130 80 30
## 793 steel ground 125 230 75 55 95 30
## 794 normal flying 80 80 83 135 80 121
## 795 ice <NA> 120 80 80 120 80 100
## 796 rock fairy 160 110 50 160 110 110
## 797 steel psychic 145 150 80 105 110 110
## 798 water <NA> 150 90 100 180 160 90
## 799 ground fire 180 160 100 150 90 90
## 800 dragon flying 180 100 105 180 100 115
## 801 electric <NA> 55 40 35 50 50 90
## 802 electric <NA> 55 40 35 50 50 90
## 803 electric <NA> 55 40 35 50 50 90
## 804 electric <NA> 55 40 35 50 50 90
## 805 electric <NA> 55 40 35 50 50 90
## 806 electric <NA> 55 40 35 50 50 90
## 807 psychic dark 160 60 80 170 130 80
## 808 fire ground 120 100 70 145 105 20
## 809 normal fighting 136 94 65 54 96 135
## 810 dragon flying 145 130 95 120 90 120
## 811 bug poison 150 40 65 15 80 145
my.pok<-read.table("F:/MITA OSN6/Document2020/Lection/R/Notebook/Matherials/pokRdex_comma.csv",sep=",",header = T,stringsAsFactors = F,nrows = 100)
my.pok
## id pokemon species_id height weight base_experience type_1 type_2
## 1 1 bulbasaur 1 7 69 64 grass poison
## 2 2 ivysaur 2 10 130 142 grass poison
## 3 3 venusaur 3 20 1000 236 grass poison
## 4 4 charmander 4 6 85 62 fire <NA>
## 5 5 charmeleon 5 11 190 142 fire <NA>
## 6 6 charizard 6 17 905 240 fire flying
## 7 7 squirtle 7 5 90 63 water <NA>
## 8 8 wartortle 8 10 225 142 water <NA>
## 9 9 blastoise 9 16 855 239 water <NA>
## 10 10 caterpie 10 3 29 39 bug <NA>
## 11 11 metapod 11 7 99 72 bug <NA>
## 12 12 butterfree 12 11 320 178 bug flying
## 13 13 weedle 13 3 32 39 bug poison
## 14 14 kakuna 14 6 100 72 bug poison
## 15 15 beedrill 15 10 295 178 bug poison
## 16 16 pidgey 16 3 18 50 normal flying
## 17 17 pidgeotto 17 11 300 122 normal flying
## 18 18 pidgeot 18 15 395 216 normal flying
## 19 19 rattata 19 3 35 51 normal <NA>
## 20 20 raticate 20 7 185 145 normal <NA>
## 21 21 spearow 21 3 20 52 normal flying
## 22 22 fearow 22 12 380 155 normal flying
## 23 23 ekans 23 20 69 58 poison <NA>
## 24 24 arbok 24 35 650 153 poison <NA>
## 25 25 pikachu 25 4 60 112 electric <NA>
## 26 26 raichu 26 8 300 218 electric <NA>
## 27 27 sandshrew 27 6 120 60 ground <NA>
## 28 28 sandslash 28 10 295 158 ground <NA>
## 29 29 nidoran-f 29 4 70 55 poison <NA>
## 30 30 nidorina 30 8 200 128 poison <NA>
## 31 31 nidoqueen 31 13 600 227 poison ground
## 32 32 nidoran-m 32 5 90 55 poison <NA>
## 33 33 nidorino 33 9 195 128 poison <NA>
## 34 34 nidoking 34 14 620 227 poison ground
## 35 35 clefairy 35 6 75 113 fairy <NA>
## 36 36 clefable 36 13 400 217 fairy <NA>
## 37 37 vulpix 37 6 99 60 fire <NA>
## 38 38 ninetales 38 11 199 177 fire <NA>
## 39 39 jigglypuff 39 5 55 95 normal fairy
## 40 40 wigglytuff 40 10 120 196 normal fairy
## 41 41 zubat 41 8 75 49 poison flying
## 42 42 golbat 42 16 550 159 poison flying
## 43 43 oddish 43 5 54 64 grass poison
## 44 44 gloom 44 8 86 138 grass poison
## 45 45 vileplume 45 12 186 221 grass poison
## 46 46 paras 46 3 54 57 bug grass
## 47 47 parasect 47 10 295 142 bug grass
## 48 48 venonat 48 10 300 61 bug poison
## 49 49 venomoth 49 15 125 158 bug poison
## 50 50 diglett 50 2 8 53 ground <NA>
## 51 51 dugtrio 51 7 333 142 ground <NA>
## 52 52 meowth 52 4 42 58 normal <NA>
## 53 53 persian 53 10 320 154 normal <NA>
## 54 54 psyduck 54 8 196 64 water <NA>
## 55 55 golduck 55 17 766 175 water <NA>
## 56 56 mankey 56 5 280 61 fighting <NA>
## 57 57 primeape 57 10 320 159 fighting <NA>
## 58 58 growlithe 58 7 190 70 fire <NA>
## 59 59 arcanine 59 19 1550 194 fire <NA>
## 60 60 poliwag 60 6 124 60 water <NA>
## 61 61 poliwhirl 61 10 200 135 water <NA>
## 62 62 poliwrath 62 13 540 230 water fighting
## 63 63 abra 63 9 195 62 psychic <NA>
## 64 64 kadabra 64 13 565 140 psychic <NA>
## 65 65 alakazam 65 15 480 225 psychic <NA>
## 66 66 machop 66 8 195 61 fighting <NA>
## 67 67 machoke 67 15 705 142 fighting <NA>
## 68 68 machamp 68 16 1300 227 fighting <NA>
## 69 69 bellsprout 69 7 40 60 grass poison
## 70 70 weepinbell 70 10 64 137 grass poison
## 71 71 victreebel 71 17 155 221 grass poison
## 72 72 tentacool 72 9 455 67 water poison
## 73 73 tentacruel 73 16 550 180 water poison
## 74 74 geodude 74 4 200 60 rock ground
## 75 75 graveler 75 10 1050 137 rock ground
## 76 76 golem 76 14 3000 223 rock ground
## 77 77 ponyta 77 10 300 82 fire <NA>
## 78 78 rapidash 78 17 950 175 fire <NA>
## 79 79 slowpoke 79 12 360 63 water psychic
## 80 80 slowbro 80 16 785 172 water psychic
## 81 81 magnemite 81 3 60 65 electric steel
## 82 82 magneton 82 10 600 163 electric steel
## 83 83 farfetchd 83 8 150 123 normal flying
## 84 84 doduo 84 14 392 62 normal flying
## 85 85 dodrio 85 18 852 161 normal flying
## 86 86 seel 86 11 900 65 water <NA>
## 87 87 dewgong 87 17 1200 166 water ice
## 88 88 grimer 88 9 300 65 poison <NA>
## 89 89 muk 89 12 300 175 poison <NA>
## 90 90 shellder 90 3 40 61 water <NA>
## 91 91 cloyster 91 15 1325 184 water ice
## 92 92 gastly 92 13 1 62 ghost poison
## 93 93 haunter 93 16 1 142 ghost poison
## 94 94 gengar 94 15 405 225 ghost poison
## 95 95 onix 95 88 2100 77 rock ground
## 96 96 drowzee 96 10 324 66 psychic <NA>
## 97 97 hypno 97 16 756 169 psychic <NA>
## 98 98 krabby 98 4 65 65 water <NA>
## 99 99 kingler 99 13 600 166 water <NA>
## 100 100 voltorb 100 5 104 66 electric <NA>
## attack defense hp special_attack special_defense speed
## 1 49 49 45 65 65 45
## 2 62 63 60 80 80 60
## 3 82 83 80 100 100 80
## 4 52 43 39 60 50 65
## 5 64 58 58 80 65 80
## 6 84 78 78 109 85 100
## 7 48 65 44 50 64 43
## 8 63 80 59 65 80 58
## 9 83 100 79 85 105 78
## 10 30 35 45 20 20 45
## 11 20 55 50 25 25 30
## 12 45 50 60 90 80 70
## 13 35 30 40 20 20 50
## 14 25 50 45 25 25 35
## 15 90 40 65 45 80 75
## 16 45 40 40 35 35 56
## 17 60 55 63 50 50 71
## 18 80 75 83 70 70 101
## 19 56 35 30 25 35 72
## 20 81 60 55 50 70 97
## 21 60 30 40 31 31 70
## 22 90 65 65 61 61 100
## 23 60 44 35 40 54 55
## 24 85 69 60 65 79 80
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## 100 30 50 40 55 55 100