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
## 25      55      40  35             50              50    90
## 26      90      55  60             90              80   110
## 27      75      85  50             20              30    40
## 28     100     110  75             45              55    65
## 29      47      52  55             40              40    41
## 30      62      67  70             55              55    56
## 31      92      87  90             75              85    76
## 32      57      40  46             40              40    50
## 33      72      57  61             55              55    65
## 34     102      77  81             85              75    85
## 35      45      48  70             60              65    35
## 36      70      73  95             95              90    60
## 37      41      40  38             50              65    65
## 38      76      75  73             81             100   100
## 39      45      20 115             45              25    20
## 40      70      45 140             85              50    45
## 41      45      35  40             30              40    55
## 42      80      70  75             65              75    90
## 43      50      55  45             75              65    30
## 44      65      70  60             85              75    40
## 45      80      85  75            110              90    50
## 46      70      55  35             45              55    25
## 47      95      80  60             60              80    30
## 48      55      50  60             40              55    45
## 49      65      60  70             90              75    90
## 50      55      25  10             35              45    95
## 51      80      50  35             50              70   120
## 52      45      35  40             40              40    90
## 53      70      60  65             65              65   115
## 54      52      48  50             65              50    55
## 55      82      78  80             95              80    85
## 56      80      35  40             35              45    70
## 57     105      60  65             60              70    95
## 58      70      45  55             70              50    60
## 59     110      80  90            100              80    95
## 60      50      40  40             40              40    90
## 61      65      65  65             50              50    90
## 62      95      95  90             70              90    70
## 63      20      15  25            105              55    90
## 64      35      30  40            120              70   105
## 65      50      45  55            135              95   120
## 66      80      50  70             35              35    35
## 67     100      70  80             50              60    45
## 68     130      80  90             65              85    55
## 69      75      35  50             70              30    40
## 70      90      50  65             85              45    55
## 71     105      65  80            100              70    70
## 72      40      35  40             50             100    70
## 73      70      65  80             80             120   100
## 74      80     100  40             30              30    20
## 75      95     115  55             45              45    35
## 76     120     130  80             55              65    45
## 77      85      55  50             65              65    90
## 78     100      70  65             80              80   105
## 79      65      65  90             40              40    15
## 80      75     110  95            100              80    30
## 81      35      70  25             95              55    45
## 82      60      95  50            120              70    70
## 83      65      55  52             58              62    60
## 84      85      45  35             35              35    75
## 85     110      70  60             60              60   100
## 86      45      55  65             45              70    45
## 87      70      80  90             70              95    70
## 88      80      50  80             40              50    25
## 89     105      75 105             65             100    50
## 90      65     100  30             45              25    40
## 91      95     180  50             85              45    70
## 92      35      30  30            100              35    80
## 93      50      45  45            115              55    95
## 94      65      60  60            130              75   110
## 95      45     160  35             30              45    70
## 96      48      45  60             43              90    42
## 97      73      70  85             73             115    67
## 98     105      90  30             25              25    50
## 99     130     115  55             50              50    75
## 100     30      50  40             55              55   100