Parcial2
María Morales
2024-12-15
#Video 3 #Ejemplo1
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionperiodictableofelements<-read.csv("https://gist.githubusercontent.com/GoodmanSciences/c2dd862cd38f21b0ad36b8f96b4bf1ee/raw/1d92663004489a5b6926e944c1b3d9ec5c40900e/Periodic%2520Table%2520of%2520Elements.csv")
periodictableofelements## AtomicNumber Element Symbol AtomicMass NumberofNeutrons
## 1 1 Hydrogen H 1.007 0
## 2 2 Helium He 4.002 2
## 3 3 Lithium Li 6.941 4
## 4 4 Beryllium Be 9.012 5
## 5 5 Boron B 10.811 6
## 6 6 Carbon C 12.011 6
## 7 7 Nitrogen N 14.007 7
## 8 8 Oxygen O 15.999 8
## 9 9 Fluorine F 18.998 10
## 10 10 Neon Ne 20.180 10
## 11 11 Sodium Na 22.990 12
## 12 12 Magnesium Mg 24.305 12
## 13 13 Aluminum Al 26.982 14
## 14 14 Silicon Si 28.086 14
## 15 15 Phosphorus P 30.974 16
## 16 16 Sulfur S 32.065 16
## 17 17 Chlorine Cl 35.453 18
## 18 18 Argon Ar 39.948 22
## 19 19 Potassium K 39.098 20
## 20 20 Calcium Ca 40.078 20
## 21 21 Scandium Sc 44.956 24
## 22 22 Titanium Ti 47.867 26
## 23 23 Vanadium V 50.942 28
## 24 24 Chromium Cr 51.996 28
## 25 25 Manganese Mn 54.938 30
## 26 26 Iron Fe 55.845 30
## 27 27 Cobalt Co 58.933 32
## 28 28 Nickel Ni 58.693 31
## 29 29 Copper Cu 63.546 35
## 30 30 Zinc Zn 65.380 35
## 31 31 Gallium Ga 69.723 39
## 32 32 Germanium Ge 72.640 41
## 33 33 Arsenic As 74.922 42
## 34 34 Selenium Se 78.960 45
## 35 35 Bromine Br 79.904 45
## 36 36 Krypton Kr 83.798 48
## 37 37 Rubidium Rb 85.468 48
## 38 38 Strontium Sr 87.620 50
## 39 39 Yttrium Y 88.906 50
## 40 40 Zirconium Zr 91.224 51
## 41 41 Niobium Nb 92.906 52
## 42 42 Molybdenum Mo 95.960 54
## 43 43 Technetium Tc 98.000 55
## 44 44 Ruthenium Ru 101.070 57
## 45 45 Rhodium Rh 102.906 58
## 46 46 Palladium Pd 106.420 60
## 47 47 Silver Ag 107.868 61
## 48 48 Cadmium Cd 112.411 64
## 49 49 Indium In 114.818 66
## 50 50 Tin Sn 118.710 69
## 51 51 Antimony Sb 121.760 71
## 52 52 Tellurium Te 127.600 76
## 53 53 Iodine I 126.904 74
## 54 54 Xenon Xe 131.293 77
## 55 55 Cesium Cs 132.905 78
## 56 56 Barium Ba 137.327 81
## 57 57 Lanthanum La 138.905 82
## 58 58 Cerium Ce 140.116 82
## 59 59 Praseodymium Pr 140.908 82
## 60 60 Neodymium Nd 144.242 84
## 61 61 Promethium Pm 145.000 84
## 62 62 Samarium Sm 150.360 88
## 63 63 Europium Eu 151.964 89
## 64 64 Gadolinium Gd 157.250 93
## 65 65 Terbium Tb 158.925 94
## 66 66 Dysprosium Dy 162.500 97
## 67 67 Holmium Ho 164.930 98
## 68 68 Erbium Er 167.259 99
## 69 69 Thulium Tm 168.934 100
## 70 70 Ytterbium Yb 173.054 103
## 71 71 Lutetium Lu 174.967 104
## 72 72 Hafnium Hf 178.490 106
## 73 73 Tantalum Ta 180.948 108
## 74 74 Wolfram W 183.840 110
## 75 75 Rhenium Re 186.207 111
## 76 76 Osmium Os 190.230 114
## 77 77 Iridium Ir 192.217 115
## 78 78 Platinum Pt 195.084 117
## 79 79 Gold Au 196.967 118
## 80 80 Mercury Hg 200.590 121
## 81 81 Thallium Tl 204.383 123
## 82 82 Lead Pb 207.200 125
## 83 83 Bismuth Bi 208.980 126
## 84 84 Polonium Po 210.000 126
## 85 85 Astatine At 210.000 125
## 86 86 Radon Rn 222.000 136
## 87 87 Francium Fr 223.000 136
## 88 88 Radium Ra 226.000 138
## 89 89 Actinium Ac 227.000 138
## 90 90 Thorium Th 232.038 142
## 91 91 Protactinium Pa 231.036 140
## 92 92 Uranium U 238.029 146
## 93 93 Neptunium Np 237.000 144
## 94 94 Plutonium Pu 244.000 150
## 95 95 Americium Am 243.000 148
## 96 96 Curium Cm 247.000 151
## 97 97 Berkelium Bk 247.000 150
## 98 98 Californium Cf 251.000 153
## 99 99 Einsteinium Es 252.000 153
## 100 100 Fermium Fm 257.000 157
## 101 101 Mendelevium Md 258.000 157
## 102 102 Nobelium No 259.000 157
## 103 103 Lawrencium Lr 262.000 159
## 104 104 Rutherfordium Rf 261.000 157
## 105 105 Dubnium Db 262.000 157
## 106 106 Seaborgium Sg 266.000 160
## 107 107 Bohrium Bh 264.000 157
## 108 108 Hassium Hs 267.000 159
## 109 109 Meitnerium Mt 268.000 159
## 110 110 Darmstadtium Ds 271.000 161
## 111 111 Roentgenium Rg 272.000 161
## 112 112 Copernicium Cn 285.000 173
## 113 113 Nihonium Nh 284.000 171
## 114 114 Flerovium Fl 289.000 175
## 115 115 Moscovium Mc 288.000 173
## 116 116 Livermorium Lv 292.000 176
## 117 117 Tennessine Ts 295.000 178
## 118 118 Oganesson Og 294.000 176
## NumberofProtons NumberofElectrons Period Group Phase Radioactive
## 1 1 1 1 1 gas
## 2 2 2 1 18 gas
## 3 3 3 2 1 solid
## 4 4 4 2 2 solid
## 5 5 5 2 13 solid
## 6 6 6 2 14 solid
## 7 7 7 2 15 gas
## 8 8 8 2 16 gas
## 9 9 9 2 17 gas
## 10 10 10 2 18 gas
## 11 11 11 3 1 solid
## 12 12 12 3 2 solid
## 13 13 13 3 13 solid
## 14 14 14 3 14 solid
## 15 15 15 3 15 solid
## 16 16 16 3 16 solid
## 17 17 17 3 17 gas
## 18 18 18 3 18 gas
## 19 19 19 4 1 solid
## 20 20 20 4 2 solid
## 21 21 21 4 3 solid
## 22 22 22 4 4 solid
## 23 23 23 4 5 solid
## 24 24 24 4 6 solid
## 25 25 25 4 7 solid
## 26 26 26 4 8 solid
## 27 27 27 4 9 solid
## 28 28 28 4 10 solid
## 29 29 29 4 11 solid
## 30 30 30 4 12 solid
## 31 31 31 4 13 solid
## 32 32 32 4 14 solid
## 33 33 33 4 15 solid
## 34 34 34 4 16 solid
## 35 35 35 4 17 liq
## 36 36 36 4 18 gas
## 37 37 37 5 1 solid
## 38 38 38 5 2 solid
## 39 39 39 5 3 solid
## 40 40 40 5 4 solid
## 41 41 41 5 5 solid
## 42 42 42 5 6 solid
## 43 43 43 5 7 artificial yes
## 44 44 44 5 8 solid
## 45 45 45 5 9 solid
## 46 46 46 5 10 solid
## 47 47 47 5 11 solid
## 48 48 48 5 12 solid
## 49 49 49 5 13 solid
## 50 50 50 5 14 solid
## 51 51 51 5 15 solid
## 52 52 52 5 16 solid
## 53 53 53 5 17 solid
## 54 54 54 5 18 gas
## 55 55 55 6 1 solid
## 56 56 56 6 2 solid
## 57 57 57 6 3 solid
## 58 58 58 6 NA solid
## 59 59 59 6 NA solid
## 60 60 60 6 NA solid
## 61 61 61 6 NA artificial yes
## 62 62 62 6 NA solid
## 63 63 63 6 NA solid
## 64 64 64 6 NA solid
## 65 65 65 6 NA solid
## 66 66 66 6 NA solid
## 67 67 67 6 NA solid
## 68 68 68 6 NA solid
## 69 69 69 6 NA solid
## 70 70 70 6 NA solid
## 71 71 71 6 NA solid
## 72 72 72 6 4 solid
## 73 73 73 6 5 solid
## 74 74 74 6 6 solid
## 75 75 75 6 7 solid
## 76 76 76 6 8 solid
## 77 77 77 6 9 solid
## 78 78 78 6 10 solid
## 79 79 79 6 11 solid
## 80 80 80 6 12 liq
## 81 81 81 6 13 solid
## 82 82 82 6 14 solid
## 83 83 83 6 15 solid
## 84 84 84 6 16 solid yes
## 85 85 85 6 17 solid yes
## 86 86 86 6 18 gas yes
## 87 87 87 7 1 solid yes
## 88 88 88 7 2 solid yes
## 89 89 89 7 3 solid yes
## 90 90 90 7 NA solid yes
## 91 91 91 7 NA solid yes
## 92 92 92 7 NA solid yes
## 93 93 93 7 NA artificial yes
## 94 94 94 7 NA artificial yes
## 95 95 95 7 NA artificial yes
## 96 96 96 7 NA artificial yes
## 97 97 97 7 NA artificial yes
## 98 98 98 7 NA artificial yes
## 99 99 99 7 NA artificial yes
## 100 100 100 7 NA artificial yes
## 101 101 101 7 NA artificial yes
## 102 102 102 7 NA artificial yes
## 103 103 103 7 NA artificial yes
## 104 104 104 7 4 artificial yes
## 105 105 105 7 5 artificial yes
## 106 106 106 7 6 artificial yes
## 107 107 107 7 7 artificial yes
## 108 108 108 7 8 artificial yes
## 109 109 109 7 9 artificial yes
## 110 110 110 7 10 artificial yes
## 111 111 111 7 11 artificial yes
## 112 112 112 7 12 artificial yes
## 113 113 113 7 13 artificial yes
## 114 114 114 7 14 artificial yes
## 115 115 115 7 15 artificial yes
## 116 116 116 7 16 artificial yes
## 117 117 117 7 17 artificial yes
## 118 118 118 7 18 artificial yes
## Natural Metal Nonmetal Metalloid Type AtomicRadius
## 1 yes yes Nonmetal 0.79
## 2 yes yes Noble Gas 0.49
## 3 yes yes Alkali Metal 2.10
## 4 yes yes Alkaline Earth Metal 1.40
## 5 yes yes Metalloid 1.20
## 6 yes yes Nonmetal 0.91
## 7 yes yes Nonmetal 0.75
## 8 yes yes Nonmetal 0.65
## 9 yes yes Halogen 0.57
## 10 yes yes Noble Gas 0.51
## 11 yes yes Alkali Metal 2.20
## 12 yes yes Alkaline Earth Metal 1.70
## 13 yes yes Metal 1.80
## 14 yes yes Metalloid 1.50
## 15 yes yes Nonmetal 1.20
## 16 yes yes Nonmetal 1.10
## 17 yes yes Halogen 0.97
## 18 yes yes Noble Gas 0.88
## 19 yes yes Alkali Metal 2.80
## 20 yes yes Alkaline Earth Metal 2.20
## 21 yes yes Transition Metal 2.10
## 22 yes yes Transition Metal 2.00
## 23 yes yes Transition Metal 1.90
## 24 yes yes Transition Metal 1.90
## 25 yes yes Transition Metal 1.80
## 26 yes yes Transition Metal 1.70
## 27 yes yes Transition Metal 1.70
## 28 yes yes Transition Metal 1.60
## 29 yes yes Transition Metal 1.60
## 30 yes yes Transition Metal 1.50
## 31 yes yes Metal 1.80
## 32 yes yes Metalloid 1.50
## 33 yes yes Metalloid 1.30
## 34 yes yes Nonmetal 1.20
## 35 yes yes Halogen 1.10
## 36 yes yes Noble Gas 1.00
## 37 yes yes Alkali Metal 3.00
## 38 yes yes Alkaline Earth Metal 2.50
## 39 yes yes Transition Metal 2.30
## 40 yes yes Transition Metal 2.20
## 41 yes yes Transition Metal 2.10
## 42 yes yes Transition Metal 2.00
## 43 yes Transition Metal 2.00
## 44 yes yes Transition Metal 1.90
## 45 yes yes Transition Metal 1.80
## 46 yes yes Transition Metal 1.80
## 47 yes yes Transition Metal 1.80
## 48 yes yes Transition Metal 1.70
## 49 yes yes Metal 2.00
## 50 yes yes Metal 1.70
## 51 yes yes Metalloid 1.50
## 52 yes yes Metalloid 1.40
## 53 yes yes Halogen 1.30
## 54 yes yes Noble Gas 1.20
## 55 yes yes Alkali Metal 3.30
## 56 yes yes Alkaline Earth Metal 2.80
## 57 yes yes Lanthanide 2.70
## 58 yes yes Lanthanide 2.70
## 59 yes yes Lanthanide 2.70
## 60 yes yes Lanthanide 2.60
## 61 yes Lanthanide 2.60
## 62 yes yes Lanthanide 2.60
## 63 yes yes Lanthanide 2.60
## 64 yes yes Lanthanide 2.50
## 65 yes yes Lanthanide 2.50
## 66 yes yes Lanthanide 2.50
## 67 yes yes Lanthanide 2.50
## 68 yes yes Lanthanide 2.50
## 69 yes yes Lanthanide 2.40
## 70 yes yes Lanthanide 2.40
## 71 yes yes Lanthanide 2.30
## 72 yes yes Transition Metal 2.20
## 73 yes yes Transition Metal 2.10
## 74 yes yes Transition Metal 2.00
## 75 yes yes Transition Metal 2.00
## 76 yes yes Transition Metal 1.90
## 77 yes yes Transition Metal 1.90
## 78 yes yes Transition Metal 1.80
## 79 yes yes Transition Metal 1.80
## 80 yes yes Transition Metal 1.80
## 81 yes yes Metal 2.10
## 82 yes yes Metal 1.80
## 83 yes yes Metal 1.60
## 84 yes yes Metalloid 1.50
## 85 yes yes Noble Gas 1.40
## 86 yes yes Alkali Metal 1.30
## 87 yes yes Alkaline Earth Metal NA
## 88 yes yes Actinide NA
## 89 yes yes Actinide NA
## 90 yes yes Actinide NA
## 91 yes yes Actinide NA
## 92 yes yes Actinide NA
## 93 yes Actinide NA
## 94 yes Actinide NA
## 95 yes Actinide NA
## 96 yes Actinide NA
## 97 yes Actinide NA
## 98 yes Actinide NA
## 99 yes Actinide NA
## 100 yes Actinide NA
## 101 yes Actinide NA
## 102 yes Actinide NA
## 103 yes Actinide NA
## 104 yes Transactinide NA
## 105 yes Transactinide NA
## 106 yes Transactinide NA
## 107 yes Transactinide NA
## 108 yes Transactinide NA
## 109 yes Transactinide NA
## 110 yes Transactinide NA
## 111 yes Transactinide NA
## 112 yes Transactinide NA
## 113 yes NA
## 114 yes Transactinide NA
## 115 yes NA
## 116 yes Transactinide NA
## 117 yes NA
## 118 yes Noble Gas NA
## Electronegativity FirstIonization Density MeltingPoint BoilingPoint
## 1 2.20 13.5984 8.99e-05 14.175 20.28
## 2 NA 24.5874 1.79e-04 NA 4.22
## 3 0.98 5.3917 5.34e-01 453.850 1615.00
## 4 1.57 9.3227 1.85e+00 1560.150 2742.00
## 5 2.04 8.2980 2.34e+00 2573.150 4200.00
## 6 2.55 11.2603 2.27e+00 3948.150 4300.00
## 7 3.04 14.5341 1.25e-03 63.290 77.36
## 8 3.44 13.6181 1.43e-03 50.500 90.20
## 9 3.98 17.4228 1.70e-03 53.630 85.03
## 10 NA 21.5645 9.00e-04 24.703 27.07
## 11 0.93 5.1391 9.71e-01 371.150 1156.00
## 12 1.31 7.6462 1.74e+00 923.150 1363.00
## 13 1.61 5.9858 2.70e+00 933.400 2792.00
## 14 1.90 8.1517 2.33e+00 1683.150 3538.00
## 15 2.19 10.4867 1.82e+00 317.250 553.00
## 16 2.58 10.3600 2.07e+00 388.510 717.80
## 17 3.16 12.9676 3.21e-03 172.310 239.11
## 18 NA 15.7596 1.78e-03 83.960 87.30
## 19 0.82 4.3407 8.62e-01 336.500 1032.00
## 20 1.00 6.1132 1.54e+00 1112.150 1757.00
## 21 1.36 6.5615 2.99e+00 1812.150 3109.00
## 22 1.54 6.8281 4.54e+00 1933.150 3560.00
## 23 1.63 6.7462 6.11e+00 2175.150 3680.00
## 24 1.66 6.7665 7.15e+00 2130.150 2944.00
## 25 1.55 7.4340 7.44e+00 1519.150 2334.00
## 26 1.83 7.9024 7.87e+00 1808.150 3134.00
## 27 1.88 7.8810 8.86e+00 1768.150 3200.00
## 28 1.91 7.6398 8.91e+00 1726.150 3186.00
## 29 1.90 7.7264 8.96e+00 1357.750 2835.00
## 30 1.65 9.3942 7.13e+00 692.880 1180.00
## 31 1.81 5.9993 5.91e+00 302.910 2477.00
## 32 2.01 7.8994 5.32e+00 1211.450 3106.00
## 33 2.18 9.7886 5.78e+00 1090.150 887.00
## 34 2.55 9.7524 4.81e+00 494.150 958.00
## 35 2.96 11.8138 3.12e+00 266.050 332.00
## 36 NA 13.9996 3.73e-03 115.930 119.93
## 37 0.82 4.1771 1.53e+00 312.790 961.00
## 38 0.95 5.6949 2.64e+00 1042.150 1655.00
## 39 1.22 6.2173 4.47e+00 1799.150 3609.00
## 40 1.33 6.6339 6.51e+00 2125.150 4682.00
## 41 1.60 6.7589 8.57e+00 2741.150 5017.00
## 42 2.16 7.0924 1.02e+01 2890.150 4912.00
## 43 1.90 7.2800 1.15e+01 2473.150 5150.00
## 44 2.20 7.3605 1.24e+01 2523.150 4423.00
## 45 2.28 7.4589 1.24e+01 2239.150 3968.00
## 46 2.20 8.3369 1.20e+01 1825.150 3236.00
## 47 1.93 7.5762 1.05e+01 1234.150 2435.00
## 48 1.69 8.9938 8.69e+00 594.330 1040.00
## 49 1.78 5.7864 7.31e+00 429.910 2345.00
## 50 1.96 7.3439 7.29e+00 505.210 2875.00
## 51 2.05 8.6084 6.69e+00 904.050 1860.00
## 52 2.10 9.0096 6.23e+00 722.800 1261.00
## 53 2.66 10.4513 4.93e+00 386.650 457.40
## 54 NA 12.1298 5.89e-03 161.450 165.03
## 55 0.79 3.8939 1.87e+00 301.700 944.00
## 56 0.89 5.2117 3.59e+00 1002.150 2170.00
## 57 1.10 5.5769 6.15e+00 1193.150 3737.00
## 58 1.12 5.5387 6.77e+00 1071.150 3716.00
## 59 1.13 5.4730 6.77e+00 1204.150 3793.00
## 60 1.14 5.5250 7.01e+00 1289.150 3347.00
## 61 1.13 5.5820 7.26e+00 1204.150 3273.00
## 62 1.17 5.6437 7.52e+00 1345.150 2067.00
## 63 1.20 5.6704 5.24e+00 1095.150 1802.00
## 64 1.20 6.1501 7.90e+00 1585.150 3546.00
## 65 1.20 5.8638 8.23e+00 1630.150 3503.00
## 66 1.22 5.9389 8.55e+00 1680.150 2840.00
## 67 1.23 6.0215 8.80e+00 1743.150 2993.00
## 68 1.24 6.1077 9.07e+00 1795.150 3503.00
## 69 1.25 6.1843 9.32e+00 1818.150 2223.00
## 70 1.10 6.2542 6.97e+00 1097.150 1469.00
## 71 1.27 5.4259 9.84e+00 1936.150 3675.00
## 72 1.30 6.8251 1.33e+01 2500.150 4876.00
## 73 1.50 7.5496 1.67e+01 3269.150 5731.00
## 74 2.36 7.8640 1.93e+01 3680.150 5828.00
## 75 1.90 7.8335 2.10e+01 3453.150 5869.00
## 76 2.20 8.4382 2.26e+01 3300.150 5285.00
## 77 2.20 8.9670 2.26e+01 2716.150 4701.00
## 78 2.28 8.9587 2.15e+01 2045.150 4098.00
## 79 2.54 9.2255 1.93e+01 1337.730 3129.00
## 80 2.00 10.4375 1.35e+01 234.430 630.00
## 81 2.04 6.1082 1.19e+01 577.150 1746.00
## 82 2.33 7.4167 1.13e+01 600.750 2022.00
## 83 2.02 7.2856 9.81e+00 544.670 1837.00
## 84 2.00 8.4170 9.32e+00 527.150 1235.00
## 85 2.20 9.3000 7.00e+00 575.150 610.00
## 86 NA 10.7485 9.73e-03 202.150 211.30
## 87 0.70 4.0727 1.87e+00 300.150 950.00
## 88 0.90 5.2784 5.50e+00 973.150 2010.00
## 89 1.10 5.1700 1.01e+01 1323.150 3471.00
## 90 1.30 6.3067 1.17e+01 2028.150 5061.00
## 91 1.50 5.8900 1.54e+01 1873.150 4300.00
## 92 1.38 6.1941 1.90e+01 1405.150 4404.00
## 93 1.36 6.2657 2.05e+01 913.150 4273.00
## 94 1.28 6.0262 1.98e+01 913.150 3501.00
## 95 1.30 5.9738 1.37e+01 1267.150 2880.00
## 96 1.30 5.9915 1.35e+01 1340.150 3383.00
## 97 1.30 6.1979 1.48e+01 1259.150 983.00
## 98 1.30 6.2817 1.51e+01 1925.150 1173.00
## 99 1.30 6.4200 1.35e+01 1133.150 NA
## 100 1.30 6.5000 NA NA NA
## 101 1.30 6.5800 NA NA NA
## 102 1.30 6.6500 NA NA NA
## 103 NA NA NA NA NA
## 104 NA NA 1.81e+01 NA NA
## 105 NA NA 3.90e+01 NA NA
## 106 NA NA 3.50e+01 NA NA
## 107 NA NA 3.70e+01 NA NA
## 108 NA NA 4.10e+01 NA NA
## 109 NA NA 3.50e+01 NA NA
## 110 NA NA NA NA NA
## 111 NA NA NA NA NA
## 112 NA NA NA NA NA
## 113 NA NA NA NA NA
## 114 NA NA NA NA NA
## 115 NA NA NA NA NA
## 116 NA NA NA NA NA
## 117 NA NA NA NA NA
## 118 NA NA NA NA NA
## NumberOfIsotopes Discoverer Year SpecificHeat
## 1 3 Cavendish 1766 14.304
## 2 5 Janssen 1868 5.193
## 3 5 Arfvedson 1817 3.582
## 4 6 Vaulquelin 1798 1.825
## 5 6 Gay-Lussac 1808 1.026
## 6 7 Prehistoric NA 0.709
## 7 8 Rutherford 1772 1.040
## 8 8 Priestley/Scheele 1774 0.918
## 9 6 Moissan 1886 0.824
## 10 8 Ramsay and Travers 1898 1.030
## 11 7 Davy 1807 1.228
## 12 8 Black 1755 1.023
## 13 8 Wshler 1827 0.897
## 14 8 Berzelius 1824 0.705
## 15 7 BranBrand 1669 0.769
## 16 10 Prehistoric NA 0.710
## 17 11 Scheele 1774 0.479
## 18 8 Rayleigh and Ramsay 1894 0.520
## 19 10 Davy 1807 0.757
## 20 14 Davy 1808 0.647
## 21 15 Nilson 1878 0.568
## 22 9 Gregor 1791 0.523
## 23 9 del Rio 1801 0.489
## 24 9 Vauquelin 1797 0.449
## 25 11 Gahn, Scheele 1774 0.479
## 26 10 Prehistoric NA 0.449
## 27 14 Brandt 1735 0.421
## 28 11 Cronstedt 1751 0.444
## 29 11 Prehistoric NA 0.385
## 30 15 Prehistoric NA 0.388
## 31 14 de Boisbaudran 1875 0.371
## 32 17 Winkler 1886 0.320
## 33 14 Albertus Magnus 1250 0.329
## 34 20 Berzelius 1817 0.321
## 35 19 Balard 1826 0.474
## 36 23 Ramsay and Travers 1898 0.248
## 37 20 Bunsen and Kirchoff 1861 0.363
## 38 18 Davy 1808 0.301
## 39 21 Gadolin 1794 0.298
## 40 20 Klaproth 1789 0.278
## 41 24 Hatchett 1801 0.265
## 42 20 Scheele 1778 0.251
## 43 23 Perrier and Segr� 1937 NA
## 44 16 Klaus 1844 0.238
## 45 20 Wollaston 1803 0.243
## 46 21 Wollaston 1803 0.244
## 47 27 Prehistoric NA 0.235
## 48 22 Stromeyer 1817 0.232
## 49 34 Reich and Richter 1863 0.233
## 50 28 Prehistoric NA 0.228
## 51 29 Early historic times NA 0.207
## 52 29 von Reichenstein 1782 0.202
## 53 24 Courtois 1811 0.214
## 54 31 Ramsay and Travers 1898 0.158
## 55 22 Bunsen and Kirchoff 1860 0.242
## 56 25 Davy 1808 0.204
## 57 19 Mosander 1839 0.195
## 58 19 Berzelius 1803 0.192
## 59 15 von Welsbach 1885 0.193
## 60 16 von Welsbach 1885 0.190
## 61 14 Marinsky et al. 1945 NA
## 62 17 Boisbaudran 1879 0.197
## 63 21 Demarcay 1901 0.182
## 64 17 de Marignac 1880 0.236
## 65 24 Mosander 1843 0.182
## 66 21 de Boisbaudran 1886 0.170
## 67 29 Delafontaine and Soret 1878 0.165
## 68 16 Mosander 1843 0.168
## 69 18 Cleve 1879 0.160
## 70 16 Marignac 1878 0.155
## 71 22 Urbain/ von Welsbach 1907 0.154
## 72 17 Coster and von Hevesy 1923 0.144
## 73 19 Ekeberg 1801 0.140
## 74 22 J. and F. d'Elhuyar 1783 0.132
## 75 21 Noddack, Berg, and Tacke 1925 0.137
## 76 19 Tennant 1803 0.130
## 77 25 Tennant 1804 0.131
## 78 32 Ulloa/Wood 1735 0.133
## 79 21 Prehistoric NA 0.129
## 80 26 Prehistoric NA 0.140
## 81 28 Crookes 1861 0.129
## 82 29 Prehistoric NA 0.129
## 83 19 Geoffroy the Younger 1753 0.122
## 84 34 Curie 1898 NA
## 85 21 Corson et al. 1940 NA
## 86 20 Dorn 1900 0.094
## 87 21 Perey 1939 NA
## 88 15 Pierre and Marie Curie 1898 NA
## 89 11 Debierne/Giesel 1899 0.120
## 90 12 Berzelius 1828 0.113
## 91 14 Hahn and Meitner 1917 NA
## 92 15 Peligot 1841 0.116
## 93 153 McMillan and Abelson 1940 NA
## 94 163 Seaborg et al. 1940 NA
## 95 133 Seaborg et al. 1944 NA
## 96 133 Seaborg et al. 1944 NA
## 97 83 Seaborg et al. 1949 NA
## 98 123 Seaborg et al. 1950 NA
## 99 123 Ghiorso et al. 1952 NA
## 100 103 Ghiorso et al. 1953 NA
## 101 33 Ghiorso et al. 1955 NA
## 102 73 Ghiorso et al. 1958 NA
## 103 203 Ghiorso et al. 1961 NA
## 104 NA Ghiorso et al. 1969 NA
## 105 NA Ghiorso et al. 1970 NA
## 106 NA Ghiorso et al. 1974 NA
## 107 NA Armbruster and M�nzenberg 1981 NA
## 108 NA Armbruster and M�nzenberg 1983 NA
## 109 NA GSI, Darmstadt, West Germany 1982 NA
## 110 NA 1994 NA
## 111 NA 1994 NA
## 112 NA 1996 NA
## 113 NA 2004 NA
## 114 NA 1999 NA
## 115 NA 2010 NA
## 116 NA 2000 NA
## 117 NA 2010 NA
## 118 NA 2006 NA
## NumberofShells NumberofValence
## 1 1 1
## 2 1 NA
## 3 2 1
## 4 2 2
## 5 2 3
## 6 2 4
## 7 2 5
## 8 2 6
## 9 2 7
## 10 2 8
## 11 3 1
## 12 3 2
## 13 3 3
## 14 3 4
## 15 3 5
## 16 3 6
## 17 3 7
## 18 3 8
## 19 4 1
## 20 4 2
## 21 4 NA
## 22 4 NA
## 23 4 NA
## 24 4 NA
## 25 4 NA
## 26 4 NA
## 27 4 NA
## 28 4 NA
## 29 4 NA
## 30 4 NA
## 31 4 3
## 32 4 4
## 33 4 5
## 34 4 6
## 35 4 7
## 36 4 8
## 37 5 1
## 38 5 2
## 39 5 NA
## 40 5 NA
## 41 5 NA
## 42 5 NA
## 43 5 NA
## 44 5 NA
## 45 5 NA
## 46 5 NA
## 47 5 NA
## 48 5 NA
## 49 5 3
## 50 5 4
## 51 5 5
## 52 5 6
## 53 5 7
## 54 5 8
## 55 6 1
## 56 6 2
## 57 6 NA
## 58 6 NA
## 59 6 NA
## 60 6 NA
## 61 6 NA
## 62 6 NA
## 63 6 NA
## 64 6 NA
## 65 6 NA
## 66 6 NA
## 67 6 NA
## 68 6 NA
## 69 6 NA
## 70 6 NA
## 71 6 NA
## 72 6 NA
## 73 6 NA
## 74 6 NA
## 75 6 NA
## 76 6 NA
## 77 6 NA
## 78 6 NA
## 79 6 NA
## 80 6 NA
## 81 6 3
## 82 6 4
## 83 6 5
## 84 6 6
## 85 6 7
## 86 6 8
## 87 7 1
## 88 7 2
## 89 7 NA
## 90 7 NA
## 91 7 NA
## 92 7 NA
## 93 7 NA
## 94 7 NA
## 95 7 NA
## 96 7 NA
## 97 7 NA
## 98 7 NA
## 99 7 NA
## 100 7 NA
## 101 7 NA
## 102 7 NA
## 103 7 NA
## 104 7 NA
## 105 7 NA
## 106 7 NA
## 107 7 NA
## 108 7 NA
## 109 7 NA
## 110 7 NA
## 111 7 NA
## 112 7 NA
## 113 7 3
## 114 7 4
## 115 7 5
## 116 7 6
## 117 7 7
## 118 7 8periodictableofelements %>% filter(Phase=="gas")## AtomicNumber Element Symbol AtomicMass NumberofNeutrons NumberofProtons
## 1 1 Hydrogen H 1.007 0 1
## 2 2 Helium He 4.002 2 2
## 3 7 Nitrogen N 14.007 7 7
## 4 8 Oxygen O 15.999 8 8
## 5 9 Fluorine F 18.998 10 9
## 6 10 Neon Ne 20.180 10 10
## 7 17 Chlorine Cl 35.453 18 17
## 8 18 Argon Ar 39.948 22 18
## 9 36 Krypton Kr 83.798 48 36
## 10 54 Xenon Xe 131.293 77 54
## 11 86 Radon Rn 222.000 136 86
## NumberofElectrons Period Group Phase Radioactive Natural Metal Nonmetal
## 1 1 1 1 gas yes yes
## 2 2 1 18 gas yes yes
## 3 7 2 15 gas yes yes
## 4 8 2 16 gas yes yes
## 5 9 2 17 gas yes yes
## 6 10 2 18 gas yes yes
## 7 17 3 17 gas yes yes
## 8 18 3 18 gas yes yes
## 9 36 4 18 gas yes yes
## 10 54 5 18 gas yes yes
## 11 86 6 18 gas yes yes yes
## Metalloid Type AtomicRadius Electronegativity FirstIonization
## 1 Nonmetal 0.79 2.20 13.5984
## 2 Noble Gas 0.49 NA 24.5874
## 3 Nonmetal 0.75 3.04 14.5341
## 4 Nonmetal 0.65 3.44 13.6181
## 5 Halogen 0.57 3.98 17.4228
## 6 Noble Gas 0.51 NA 21.5645
## 7 Halogen 0.97 3.16 12.9676
## 8 Noble Gas 0.88 NA 15.7596
## 9 Noble Gas 1.00 NA 13.9996
## 10 Noble Gas 1.20 NA 12.1298
## 11 Alkali Metal 1.30 NA 10.7485
## Density MeltingPoint BoilingPoint NumberOfIsotopes Discoverer Year
## 1 8.99e-05 14.175 20.28 3 Cavendish 1766
## 2 1.79e-04 NA 4.22 5 Janssen 1868
## 3 1.25e-03 63.290 77.36 8 Rutherford 1772
## 4 1.43e-03 50.500 90.20 8 Priestley/Scheele 1774
## 5 1.70e-03 53.630 85.03 6 Moissan 1886
## 6 9.00e-04 24.703 27.07 8 Ramsay and Travers 1898
## 7 3.21e-03 172.310 239.11 11 Scheele 1774
## 8 1.78e-03 83.960 87.30 8 Rayleigh and Ramsay 1894
## 9 3.73e-03 115.930 119.93 23 Ramsay and Travers 1898
## 10 5.89e-03 161.450 165.03 31 Ramsay and Travers 1898
## 11 9.73e-03 202.150 211.30 20 Dorn 1900
## SpecificHeat NumberofShells NumberofValence
## 1 14.304 1 1
## 2 5.193 1 NA
## 3 1.040 2 5
## 4 0.918 2 6
## 5 0.824 2 7
## 6 1.030 2 8
## 7 0.479 3 7
## 8 0.520 3 8
## 9 0.248 4 8
## 10 0.158 5 8
## 11 0.094 6 8df## function (x, df1, df2, ncp, log = FALSE)
## {
## if (missing(ncp))
## .Call(C_df, x, df1, df2, log)
## else .Call(C_dnf, x, df1, df2, ncp, log)
## }
## <bytecode: 0x12902ab88>
## <environment: namespace:stats>df2<-periodictableofelements%>% mutate(promedio=(NumberofNeutrons+NumberofProtons)/2)
df2## AtomicNumber Element Symbol AtomicMass NumberofNeutrons
## 1 1 Hydrogen H 1.007 0
## 2 2 Helium He 4.002 2
## 3 3 Lithium Li 6.941 4
## 4 4 Beryllium Be 9.012 5
## 5 5 Boron B 10.811 6
## 6 6 Carbon C 12.011 6
## 7 7 Nitrogen N 14.007 7
## 8 8 Oxygen O 15.999 8
## 9 9 Fluorine F 18.998 10
## 10 10 Neon Ne 20.180 10
## 11 11 Sodium Na 22.990 12
## 12 12 Magnesium Mg 24.305 12
## 13 13 Aluminum Al 26.982 14
## 14 14 Silicon Si 28.086 14
## 15 15 Phosphorus P 30.974 16
## 16 16 Sulfur S 32.065 16
## 17 17 Chlorine Cl 35.453 18
## 18 18 Argon Ar 39.948 22
## 19 19 Potassium K 39.098 20
## 20 20 Calcium Ca 40.078 20
## 21 21 Scandium Sc 44.956 24
## 22 22 Titanium Ti 47.867 26
## 23 23 Vanadium V 50.942 28
## 24 24 Chromium Cr 51.996 28
## 25 25 Manganese Mn 54.938 30
## 26 26 Iron Fe 55.845 30
## 27 27 Cobalt Co 58.933 32
## 28 28 Nickel Ni 58.693 31
## 29 29 Copper Cu 63.546 35
## 30 30 Zinc Zn 65.380 35
## 31 31 Gallium Ga 69.723 39
## 32 32 Germanium Ge 72.640 41
## 33 33 Arsenic As 74.922 42
## 34 34 Selenium Se 78.960 45
## 35 35 Bromine Br 79.904 45
## 36 36 Krypton Kr 83.798 48
## 37 37 Rubidium Rb 85.468 48
## 38 38 Strontium Sr 87.620 50
## 39 39 Yttrium Y 88.906 50
## 40 40 Zirconium Zr 91.224 51
## 41 41 Niobium Nb 92.906 52
## 42 42 Molybdenum Mo 95.960 54
## 43 43 Technetium Tc 98.000 55
## 44 44 Ruthenium Ru 101.070 57
## 45 45 Rhodium Rh 102.906 58
## 46 46 Palladium Pd 106.420 60
## 47 47 Silver Ag 107.868 61
## 48 48 Cadmium Cd 112.411 64
## 49 49 Indium In 114.818 66
## 50 50 Tin Sn 118.710 69
## 51 51 Antimony Sb 121.760 71
## 52 52 Tellurium Te 127.600 76
## 53 53 Iodine I 126.904 74
## 54 54 Xenon Xe 131.293 77
## 55 55 Cesium Cs 132.905 78
## 56 56 Barium Ba 137.327 81
## 57 57 Lanthanum La 138.905 82
## 58 58 Cerium Ce 140.116 82
## 59 59 Praseodymium Pr 140.908 82
## 60 60 Neodymium Nd 144.242 84
## 61 61 Promethium Pm 145.000 84
## 62 62 Samarium Sm 150.360 88
## 63 63 Europium Eu 151.964 89
## 64 64 Gadolinium Gd 157.250 93
## 65 65 Terbium Tb 158.925 94
## 66 66 Dysprosium Dy 162.500 97
## 67 67 Holmium Ho 164.930 98
## 68 68 Erbium Er 167.259 99
## 69 69 Thulium Tm 168.934 100
## 70 70 Ytterbium Yb 173.054 103
## 71 71 Lutetium Lu 174.967 104
## 72 72 Hafnium Hf 178.490 106
## 73 73 Tantalum Ta 180.948 108
## 74 74 Wolfram W 183.840 110
## 75 75 Rhenium Re 186.207 111
## 76 76 Osmium Os 190.230 114
## 77 77 Iridium Ir 192.217 115
## 78 78 Platinum Pt 195.084 117
## 79 79 Gold Au 196.967 118
## 80 80 Mercury Hg 200.590 121
## 81 81 Thallium Tl 204.383 123
## 82 82 Lead Pb 207.200 125
## 83 83 Bismuth Bi 208.980 126
## 84 84 Polonium Po 210.000 126
## 85 85 Astatine At 210.000 125
## 86 86 Radon Rn 222.000 136
## 87 87 Francium Fr 223.000 136
## 88 88 Radium Ra 226.000 138
## 89 89 Actinium Ac 227.000 138
## 90 90 Thorium Th 232.038 142
## 91 91 Protactinium Pa 231.036 140
## 92 92 Uranium U 238.029 146
## 93 93 Neptunium Np 237.000 144
## 94 94 Plutonium Pu 244.000 150
## 95 95 Americium Am 243.000 148
## 96 96 Curium Cm 247.000 151
## 97 97 Berkelium Bk 247.000 150
## 98 98 Californium Cf 251.000 153
## 99 99 Einsteinium Es 252.000 153
## 100 100 Fermium Fm 257.000 157
## 101 101 Mendelevium Md 258.000 157
## 102 102 Nobelium No 259.000 157
## 103 103 Lawrencium Lr 262.000 159
## 104 104 Rutherfordium Rf 261.000 157
## 105 105 Dubnium Db 262.000 157
## 106 106 Seaborgium Sg 266.000 160
## 107 107 Bohrium Bh 264.000 157
## 108 108 Hassium Hs 267.000 159
## 109 109 Meitnerium Mt 268.000 159
## 110 110 Darmstadtium Ds 271.000 161
## 111 111 Roentgenium Rg 272.000 161
## 112 112 Copernicium Cn 285.000 173
## 113 113 Nihonium Nh 284.000 171
## 114 114 Flerovium Fl 289.000 175
## 115 115 Moscovium Mc 288.000 173
## 116 116 Livermorium Lv 292.000 176
## 117 117 Tennessine Ts 295.000 178
## 118 118 Oganesson Og 294.000 176
## NumberofProtons NumberofElectrons Period Group Phase Radioactive
## 1 1 1 1 1 gas
## 2 2 2 1 18 gas
## 3 3 3 2 1 solid
## 4 4 4 2 2 solid
## 5 5 5 2 13 solid
## 6 6 6 2 14 solid
## 7 7 7 2 15 gas
## 8 8 8 2 16 gas
## 9 9 9 2 17 gas
## 10 10 10 2 18 gas
## 11 11 11 3 1 solid
## 12 12 12 3 2 solid
## 13 13 13 3 13 solid
## 14 14 14 3 14 solid
## 15 15 15 3 15 solid
## 16 16 16 3 16 solid
## 17 17 17 3 17 gas
## 18 18 18 3 18 gas
## 19 19 19 4 1 solid
## 20 20 20 4 2 solid
## 21 21 21 4 3 solid
## 22 22 22 4 4 solid
## 23 23 23 4 5 solid
## 24 24 24 4 6 solid
## 25 25 25 4 7 solid
## 26 26 26 4 8 solid
## 27 27 27 4 9 solid
## 28 28 28 4 10 solid
## 29 29 29 4 11 solid
## 30 30 30 4 12 solid
## 31 31 31 4 13 solid
## 32 32 32 4 14 solid
## 33 33 33 4 15 solid
## 34 34 34 4 16 solid
## 35 35 35 4 17 liq
## 36 36 36 4 18 gas
## 37 37 37 5 1 solid
## 38 38 38 5 2 solid
## 39 39 39 5 3 solid
## 40 40 40 5 4 solid
## 41 41 41 5 5 solid
## 42 42 42 5 6 solid
## 43 43 43 5 7 artificial yes
## 44 44 44 5 8 solid
## 45 45 45 5 9 solid
## 46 46 46 5 10 solid
## 47 47 47 5 11 solid
## 48 48 48 5 12 solid
## 49 49 49 5 13 solid
## 50 50 50 5 14 solid
## 51 51 51 5 15 solid
## 52 52 52 5 16 solid
## 53 53 53 5 17 solid
## 54 54 54 5 18 gas
## 55 55 55 6 1 solid
## 56 56 56 6 2 solid
## 57 57 57 6 3 solid
## 58 58 58 6 NA solid
## 59 59 59 6 NA solid
## 60 60 60 6 NA solid
## 61 61 61 6 NA artificial yes
## 62 62 62 6 NA solid
## 63 63 63 6 NA solid
## 64 64 64 6 NA solid
## 65 65 65 6 NA solid
## 66 66 66 6 NA solid
## 67 67 67 6 NA solid
## 68 68 68 6 NA solid
## 69 69 69 6 NA solid
## 70 70 70 6 NA solid
## 71 71 71 6 NA solid
## 72 72 72 6 4 solid
## 73 73 73 6 5 solid
## 74 74 74 6 6 solid
## 75 75 75 6 7 solid
## 76 76 76 6 8 solid
## 77 77 77 6 9 solid
## 78 78 78 6 10 solid
## 79 79 79 6 11 solid
## 80 80 80 6 12 liq
## 81 81 81 6 13 solid
## 82 82 82 6 14 solid
## 83 83 83 6 15 solid
## 84 84 84 6 16 solid yes
## 85 85 85 6 17 solid yes
## 86 86 86 6 18 gas yes
## 87 87 87 7 1 solid yes
## 88 88 88 7 2 solid yes
## 89 89 89 7 3 solid yes
## 90 90 90 7 NA solid yes
## 91 91 91 7 NA solid yes
## 92 92 92 7 NA solid yes
## 93 93 93 7 NA artificial yes
## 94 94 94 7 NA artificial yes
## 95 95 95 7 NA artificial yes
## 96 96 96 7 NA artificial yes
## 97 97 97 7 NA artificial yes
## 98 98 98 7 NA artificial yes
## 99 99 99 7 NA artificial yes
## 100 100 100 7 NA artificial yes
## 101 101 101 7 NA artificial yes
## 102 102 102 7 NA artificial yes
## 103 103 103 7 NA artificial yes
## 104 104 104 7 4 artificial yes
## 105 105 105 7 5 artificial yes
## 106 106 106 7 6 artificial yes
## 107 107 107 7 7 artificial yes
## 108 108 108 7 8 artificial yes
## 109 109 109 7 9 artificial yes
## 110 110 110 7 10 artificial yes
## 111 111 111 7 11 artificial yes
## 112 112 112 7 12 artificial yes
## 113 113 113 7 13 artificial yes
## 114 114 114 7 14 artificial yes
## 115 115 115 7 15 artificial yes
## 116 116 116 7 16 artificial yes
## 117 117 117 7 17 artificial yes
## 118 118 118 7 18 artificial yes
## Natural Metal Nonmetal Metalloid Type AtomicRadius
## 1 yes yes Nonmetal 0.79
## 2 yes yes Noble Gas 0.49
## 3 yes yes Alkali Metal 2.10
## 4 yes yes Alkaline Earth Metal 1.40
## 5 yes yes Metalloid 1.20
## 6 yes yes Nonmetal 0.91
## 7 yes yes Nonmetal 0.75
## 8 yes yes Nonmetal 0.65
## 9 yes yes Halogen 0.57
## 10 yes yes Noble Gas 0.51
## 11 yes yes Alkali Metal 2.20
## 12 yes yes Alkaline Earth Metal 1.70
## 13 yes yes Metal 1.80
## 14 yes yes Metalloid 1.50
## 15 yes yes Nonmetal 1.20
## 16 yes yes Nonmetal 1.10
## 17 yes yes Halogen 0.97
## 18 yes yes Noble Gas 0.88
## 19 yes yes Alkali Metal 2.80
## 20 yes yes Alkaline Earth Metal 2.20
## 21 yes yes Transition Metal 2.10
## 22 yes yes Transition Metal 2.00
## 23 yes yes Transition Metal 1.90
## 24 yes yes Transition Metal 1.90
## 25 yes yes Transition Metal 1.80
## 26 yes yes Transition Metal 1.70
## 27 yes yes Transition Metal 1.70
## 28 yes yes Transition Metal 1.60
## 29 yes yes Transition Metal 1.60
## 30 yes yes Transition Metal 1.50
## 31 yes yes Metal 1.80
## 32 yes yes Metalloid 1.50
## 33 yes yes Metalloid 1.30
## 34 yes yes Nonmetal 1.20
## 35 yes yes Halogen 1.10
## 36 yes yes Noble Gas 1.00
## 37 yes yes Alkali Metal 3.00
## 38 yes yes Alkaline Earth Metal 2.50
## 39 yes yes Transition Metal 2.30
## 40 yes yes Transition Metal 2.20
## 41 yes yes Transition Metal 2.10
## 42 yes yes Transition Metal 2.00
## 43 yes Transition Metal 2.00
## 44 yes yes Transition Metal 1.90
## 45 yes yes Transition Metal 1.80
## 46 yes yes Transition Metal 1.80
## 47 yes yes Transition Metal 1.80
## 48 yes yes Transition Metal 1.70
## 49 yes yes Metal 2.00
## 50 yes yes Metal 1.70
## 51 yes yes Metalloid 1.50
## 52 yes yes Metalloid 1.40
## 53 yes yes Halogen 1.30
## 54 yes yes Noble Gas 1.20
## 55 yes yes Alkali Metal 3.30
## 56 yes yes Alkaline Earth Metal 2.80
## 57 yes yes Lanthanide 2.70
## 58 yes yes Lanthanide 2.70
## 59 yes yes Lanthanide 2.70
## 60 yes yes Lanthanide 2.60
## 61 yes Lanthanide 2.60
## 62 yes yes Lanthanide 2.60
## 63 yes yes Lanthanide 2.60
## 64 yes yes Lanthanide 2.50
## 65 yes yes Lanthanide 2.50
## 66 yes yes Lanthanide 2.50
## 67 yes yes Lanthanide 2.50
## 68 yes yes Lanthanide 2.50
## 69 yes yes Lanthanide 2.40
## 70 yes yes Lanthanide 2.40
## 71 yes yes Lanthanide 2.30
## 72 yes yes Transition Metal 2.20
## 73 yes yes Transition Metal 2.10
## 74 yes yes Transition Metal 2.00
## 75 yes yes Transition Metal 2.00
## 76 yes yes Transition Metal 1.90
## 77 yes yes Transition Metal 1.90
## 78 yes yes Transition Metal 1.80
## 79 yes yes Transition Metal 1.80
## 80 yes yes Transition Metal 1.80
## 81 yes yes Metal 2.10
## 82 yes yes Metal 1.80
## 83 yes yes Metal 1.60
## 84 yes yes Metalloid 1.50
## 85 yes yes Noble Gas 1.40
## 86 yes yes Alkali Metal 1.30
## 87 yes yes Alkaline Earth Metal NA
## 88 yes yes Actinide NA
## 89 yes yes Actinide NA
## 90 yes yes Actinide NA
## 91 yes yes Actinide NA
## 92 yes yes Actinide NA
## 93 yes Actinide NA
## 94 yes Actinide NA
## 95 yes Actinide NA
## 96 yes Actinide NA
## 97 yes Actinide NA
## 98 yes Actinide NA
## 99 yes Actinide NA
## 100 yes Actinide NA
## 101 yes Actinide NA
## 102 yes Actinide NA
## 103 yes Actinide NA
## 104 yes Transactinide NA
## 105 yes Transactinide NA
## 106 yes Transactinide NA
## 107 yes Transactinide NA
## 108 yes Transactinide NA
## 109 yes Transactinide NA
## 110 yes Transactinide NA
## 111 yes Transactinide NA
## 112 yes Transactinide NA
## 113 yes NA
## 114 yes Transactinide NA
## 115 yes NA
## 116 yes Transactinide NA
## 117 yes NA
## 118 yes Noble Gas NA
## Electronegativity FirstIonization Density MeltingPoint BoilingPoint
## 1 2.20 13.5984 8.99e-05 14.175 20.28
## 2 NA 24.5874 1.79e-04 NA 4.22
## 3 0.98 5.3917 5.34e-01 453.850 1615.00
## 4 1.57 9.3227 1.85e+00 1560.150 2742.00
## 5 2.04 8.2980 2.34e+00 2573.150 4200.00
## 6 2.55 11.2603 2.27e+00 3948.150 4300.00
## 7 3.04 14.5341 1.25e-03 63.290 77.36
## 8 3.44 13.6181 1.43e-03 50.500 90.20
## 9 3.98 17.4228 1.70e-03 53.630 85.03
## 10 NA 21.5645 9.00e-04 24.703 27.07
## 11 0.93 5.1391 9.71e-01 371.150 1156.00
## 12 1.31 7.6462 1.74e+00 923.150 1363.00
## 13 1.61 5.9858 2.70e+00 933.400 2792.00
## 14 1.90 8.1517 2.33e+00 1683.150 3538.00
## 15 2.19 10.4867 1.82e+00 317.250 553.00
## 16 2.58 10.3600 2.07e+00 388.510 717.80
## 17 3.16 12.9676 3.21e-03 172.310 239.11
## 18 NA 15.7596 1.78e-03 83.960 87.30
## 19 0.82 4.3407 8.62e-01 336.500 1032.00
## 20 1.00 6.1132 1.54e+00 1112.150 1757.00
## 21 1.36 6.5615 2.99e+00 1812.150 3109.00
## 22 1.54 6.8281 4.54e+00 1933.150 3560.00
## 23 1.63 6.7462 6.11e+00 2175.150 3680.00
## 24 1.66 6.7665 7.15e+00 2130.150 2944.00
## 25 1.55 7.4340 7.44e+00 1519.150 2334.00
## 26 1.83 7.9024 7.87e+00 1808.150 3134.00
## 27 1.88 7.8810 8.86e+00 1768.150 3200.00
## 28 1.91 7.6398 8.91e+00 1726.150 3186.00
## 29 1.90 7.7264 8.96e+00 1357.750 2835.00
## 30 1.65 9.3942 7.13e+00 692.880 1180.00
## 31 1.81 5.9993 5.91e+00 302.910 2477.00
## 32 2.01 7.8994 5.32e+00 1211.450 3106.00
## 33 2.18 9.7886 5.78e+00 1090.150 887.00
## 34 2.55 9.7524 4.81e+00 494.150 958.00
## 35 2.96 11.8138 3.12e+00 266.050 332.00
## 36 NA 13.9996 3.73e-03 115.930 119.93
## 37 0.82 4.1771 1.53e+00 312.790 961.00
## 38 0.95 5.6949 2.64e+00 1042.150 1655.00
## 39 1.22 6.2173 4.47e+00 1799.150 3609.00
## 40 1.33 6.6339 6.51e+00 2125.150 4682.00
## 41 1.60 6.7589 8.57e+00 2741.150 5017.00
## 42 2.16 7.0924 1.02e+01 2890.150 4912.00
## 43 1.90 7.2800 1.15e+01 2473.150 5150.00
## 44 2.20 7.3605 1.24e+01 2523.150 4423.00
## 45 2.28 7.4589 1.24e+01 2239.150 3968.00
## 46 2.20 8.3369 1.20e+01 1825.150 3236.00
## 47 1.93 7.5762 1.05e+01 1234.150 2435.00
## 48 1.69 8.9938 8.69e+00 594.330 1040.00
## 49 1.78 5.7864 7.31e+00 429.910 2345.00
## 50 1.96 7.3439 7.29e+00 505.210 2875.00
## 51 2.05 8.6084 6.69e+00 904.050 1860.00
## 52 2.10 9.0096 6.23e+00 722.800 1261.00
## 53 2.66 10.4513 4.93e+00 386.650 457.40
## 54 NA 12.1298 5.89e-03 161.450 165.03
## 55 0.79 3.8939 1.87e+00 301.700 944.00
## 56 0.89 5.2117 3.59e+00 1002.150 2170.00
## 57 1.10 5.5769 6.15e+00 1193.150 3737.00
## 58 1.12 5.5387 6.77e+00 1071.150 3716.00
## 59 1.13 5.4730 6.77e+00 1204.150 3793.00
## 60 1.14 5.5250 7.01e+00 1289.150 3347.00
## 61 1.13 5.5820 7.26e+00 1204.150 3273.00
## 62 1.17 5.6437 7.52e+00 1345.150 2067.00
## 63 1.20 5.6704 5.24e+00 1095.150 1802.00
## 64 1.20 6.1501 7.90e+00 1585.150 3546.00
## 65 1.20 5.8638 8.23e+00 1630.150 3503.00
## 66 1.22 5.9389 8.55e+00 1680.150 2840.00
## 67 1.23 6.0215 8.80e+00 1743.150 2993.00
## 68 1.24 6.1077 9.07e+00 1795.150 3503.00
## 69 1.25 6.1843 9.32e+00 1818.150 2223.00
## 70 1.10 6.2542 6.97e+00 1097.150 1469.00
## 71 1.27 5.4259 9.84e+00 1936.150 3675.00
## 72 1.30 6.8251 1.33e+01 2500.150 4876.00
## 73 1.50 7.5496 1.67e+01 3269.150 5731.00
## 74 2.36 7.8640 1.93e+01 3680.150 5828.00
## 75 1.90 7.8335 2.10e+01 3453.150 5869.00
## 76 2.20 8.4382 2.26e+01 3300.150 5285.00
## 77 2.20 8.9670 2.26e+01 2716.150 4701.00
## 78 2.28 8.9587 2.15e+01 2045.150 4098.00
## 79 2.54 9.2255 1.93e+01 1337.730 3129.00
## 80 2.00 10.4375 1.35e+01 234.430 630.00
## 81 2.04 6.1082 1.19e+01 577.150 1746.00
## 82 2.33 7.4167 1.13e+01 600.750 2022.00
## 83 2.02 7.2856 9.81e+00 544.670 1837.00
## 84 2.00 8.4170 9.32e+00 527.150 1235.00
## 85 2.20 9.3000 7.00e+00 575.150 610.00
## 86 NA 10.7485 9.73e-03 202.150 211.30
## 87 0.70 4.0727 1.87e+00 300.150 950.00
## 88 0.90 5.2784 5.50e+00 973.150 2010.00
## 89 1.10 5.1700 1.01e+01 1323.150 3471.00
## 90 1.30 6.3067 1.17e+01 2028.150 5061.00
## 91 1.50 5.8900 1.54e+01 1873.150 4300.00
## 92 1.38 6.1941 1.90e+01 1405.150 4404.00
## 93 1.36 6.2657 2.05e+01 913.150 4273.00
## 94 1.28 6.0262 1.98e+01 913.150 3501.00
## 95 1.30 5.9738 1.37e+01 1267.150 2880.00
## 96 1.30 5.9915 1.35e+01 1340.150 3383.00
## 97 1.30 6.1979 1.48e+01 1259.150 983.00
## 98 1.30 6.2817 1.51e+01 1925.150 1173.00
## 99 1.30 6.4200 1.35e+01 1133.150 NA
## 100 1.30 6.5000 NA NA NA
## 101 1.30 6.5800 NA NA NA
## 102 1.30 6.6500 NA NA NA
## 103 NA NA NA NA NA
## 104 NA NA 1.81e+01 NA NA
## 105 NA NA 3.90e+01 NA NA
## 106 NA NA 3.50e+01 NA NA
## 107 NA NA 3.70e+01 NA NA
## 108 NA NA 4.10e+01 NA NA
## 109 NA NA 3.50e+01 NA NA
## 110 NA NA NA NA NA
## 111 NA NA NA NA NA
## 112 NA NA NA NA NA
## 113 NA NA NA NA NA
## 114 NA NA NA NA NA
## 115 NA NA NA NA NA
## 116 NA NA NA NA NA
## 117 NA NA NA NA NA
## 118 NA NA NA NA NA
## NumberOfIsotopes Discoverer Year SpecificHeat
## 1 3 Cavendish 1766 14.304
## 2 5 Janssen 1868 5.193
## 3 5 Arfvedson 1817 3.582
## 4 6 Vaulquelin 1798 1.825
## 5 6 Gay-Lussac 1808 1.026
## 6 7 Prehistoric NA 0.709
## 7 8 Rutherford 1772 1.040
## 8 8 Priestley/Scheele 1774 0.918
## 9 6 Moissan 1886 0.824
## 10 8 Ramsay and Travers 1898 1.030
## 11 7 Davy 1807 1.228
## 12 8 Black 1755 1.023
## 13 8 Wshler 1827 0.897
## 14 8 Berzelius 1824 0.705
## 15 7 BranBrand 1669 0.769
## 16 10 Prehistoric NA 0.710
## 17 11 Scheele 1774 0.479
## 18 8 Rayleigh and Ramsay 1894 0.520
## 19 10 Davy 1807 0.757
## 20 14 Davy 1808 0.647
## 21 15 Nilson 1878 0.568
## 22 9 Gregor 1791 0.523
## 23 9 del Rio 1801 0.489
## 24 9 Vauquelin 1797 0.449
## 25 11 Gahn, Scheele 1774 0.479
## 26 10 Prehistoric NA 0.449
## 27 14 Brandt 1735 0.421
## 28 11 Cronstedt 1751 0.444
## 29 11 Prehistoric NA 0.385
## 30 15 Prehistoric NA 0.388
## 31 14 de Boisbaudran 1875 0.371
## 32 17 Winkler 1886 0.320
## 33 14 Albertus Magnus 1250 0.329
## 34 20 Berzelius 1817 0.321
## 35 19 Balard 1826 0.474
## 36 23 Ramsay and Travers 1898 0.248
## 37 20 Bunsen and Kirchoff 1861 0.363
## 38 18 Davy 1808 0.301
## 39 21 Gadolin 1794 0.298
## 40 20 Klaproth 1789 0.278
## 41 24 Hatchett 1801 0.265
## 42 20 Scheele 1778 0.251
## 43 23 Perrier and Segr� 1937 NA
## 44 16 Klaus 1844 0.238
## 45 20 Wollaston 1803 0.243
## 46 21 Wollaston 1803 0.244
## 47 27 Prehistoric NA 0.235
## 48 22 Stromeyer 1817 0.232
## 49 34 Reich and Richter 1863 0.233
## 50 28 Prehistoric NA 0.228
## 51 29 Early historic times NA 0.207
## 52 29 von Reichenstein 1782 0.202
## 53 24 Courtois 1811 0.214
## 54 31 Ramsay and Travers 1898 0.158
## 55 22 Bunsen and Kirchoff 1860 0.242
## 56 25 Davy 1808 0.204
## 57 19 Mosander 1839 0.195
## 58 19 Berzelius 1803 0.192
## 59 15 von Welsbach 1885 0.193
## 60 16 von Welsbach 1885 0.190
## 61 14 Marinsky et al. 1945 NA
## 62 17 Boisbaudran 1879 0.197
## 63 21 Demarcay 1901 0.182
## 64 17 de Marignac 1880 0.236
## 65 24 Mosander 1843 0.182
## 66 21 de Boisbaudran 1886 0.170
## 67 29 Delafontaine and Soret 1878 0.165
## 68 16 Mosander 1843 0.168
## 69 18 Cleve 1879 0.160
## 70 16 Marignac 1878 0.155
## 71 22 Urbain/ von Welsbach 1907 0.154
## 72 17 Coster and von Hevesy 1923 0.144
## 73 19 Ekeberg 1801 0.140
## 74 22 J. and F. d'Elhuyar 1783 0.132
## 75 21 Noddack, Berg, and Tacke 1925 0.137
## 76 19 Tennant 1803 0.130
## 77 25 Tennant 1804 0.131
## 78 32 Ulloa/Wood 1735 0.133
## 79 21 Prehistoric NA 0.129
## 80 26 Prehistoric NA 0.140
## 81 28 Crookes 1861 0.129
## 82 29 Prehistoric NA 0.129
## 83 19 Geoffroy the Younger 1753 0.122
## 84 34 Curie 1898 NA
## 85 21 Corson et al. 1940 NA
## 86 20 Dorn 1900 0.094
## 87 21 Perey 1939 NA
## 88 15 Pierre and Marie Curie 1898 NA
## 89 11 Debierne/Giesel 1899 0.120
## 90 12 Berzelius 1828 0.113
## 91 14 Hahn and Meitner 1917 NA
## 92 15 Peligot 1841 0.116
## 93 153 McMillan and Abelson 1940 NA
## 94 163 Seaborg et al. 1940 NA
## 95 133 Seaborg et al. 1944 NA
## 96 133 Seaborg et al. 1944 NA
## 97 83 Seaborg et al. 1949 NA
## 98 123 Seaborg et al. 1950 NA
## 99 123 Ghiorso et al. 1952 NA
## 100 103 Ghiorso et al. 1953 NA
## 101 33 Ghiorso et al. 1955 NA
## 102 73 Ghiorso et al. 1958 NA
## 103 203 Ghiorso et al. 1961 NA
## 104 NA Ghiorso et al. 1969 NA
## 105 NA Ghiorso et al. 1970 NA
## 106 NA Ghiorso et al. 1974 NA
## 107 NA Armbruster and M�nzenberg 1981 NA
## 108 NA Armbruster and M�nzenberg 1983 NA
## 109 NA GSI, Darmstadt, West Germany 1982 NA
## 110 NA 1994 NA
## 111 NA 1994 NA
## 112 NA 1996 NA
## 113 NA 2004 NA
## 114 NA 1999 NA
## 115 NA 2010 NA
## 116 NA 2000 NA
## 117 NA 2010 NA
## 118 NA 2006 NA
## NumberofShells NumberofValence promedio
## 1 1 1 0.5
## 2 1 NA 2.0
## 3 2 1 3.5
## 4 2 2 4.5
## 5 2 3 5.5
## 6 2 4 6.0
## 7 2 5 7.0
## 8 2 6 8.0
## 9 2 7 9.5
## 10 2 8 10.0
## 11 3 1 11.5
## 12 3 2 12.0
## 13 3 3 13.5
## 14 3 4 14.0
## 15 3 5 15.5
## 16 3 6 16.0
## 17 3 7 17.5
## 18 3 8 20.0
## 19 4 1 19.5
## 20 4 2 20.0
## 21 4 NA 22.5
## 22 4 NA 24.0
## 23 4 NA 25.5
## 24 4 NA 26.0
## 25 4 NA 27.5
## 26 4 NA 28.0
## 27 4 NA 29.5
## 28 4 NA 29.5
## 29 4 NA 32.0
## 30 4 NA 32.5
## 31 4 3 35.0
## 32 4 4 36.5
## 33 4 5 37.5
## 34 4 6 39.5
## 35 4 7 40.0
## 36 4 8 42.0
## 37 5 1 42.5
## 38 5 2 44.0
## 39 5 NA 44.5
## 40 5 NA 45.5
## 41 5 NA 46.5
## 42 5 NA 48.0
## 43 5 NA 49.0
## 44 5 NA 50.5
## 45 5 NA 51.5
## 46 5 NA 53.0
## 47 5 NA 54.0
## 48 5 NA 56.0
## 49 5 3 57.5
## 50 5 4 59.5
## 51 5 5 61.0
## 52 5 6 64.0
## 53 5 7 63.5
## 54 5 8 65.5
## 55 6 1 66.5
## 56 6 2 68.5
## 57 6 NA 69.5
## 58 6 NA 70.0
## 59 6 NA 70.5
## 60 6 NA 72.0
## 61 6 NA 72.5
## 62 6 NA 75.0
## 63 6 NA 76.0
## 64 6 NA 78.5
## 65 6 NA 79.5
## 66 6 NA 81.5
## 67 6 NA 82.5
## 68 6 NA 83.5
## 69 6 NA 84.5
## 70 6 NA 86.5
## 71 6 NA 87.5
## 72 6 NA 89.0
## 73 6 NA 90.5
## 74 6 NA 92.0
## 75 6 NA 93.0
## 76 6 NA 95.0
## 77 6 NA 96.0
## 78 6 NA 97.5
## 79 6 NA 98.5
## 80 6 NA 100.5
## 81 6 3 102.0
## 82 6 4 103.5
## 83 6 5 104.5
## 84 6 6 105.0
## 85 6 7 105.0
## 86 6 8 111.0
## 87 7 1 111.5
## 88 7 2 113.0
## 89 7 NA 113.5
## 90 7 NA 116.0
## 91 7 NA 115.5
## 92 7 NA 119.0
## 93 7 NA 118.5
## 94 7 NA 122.0
## 95 7 NA 121.5
## 96 7 NA 123.5
## 97 7 NA 123.5
## 98 7 NA 125.5
## 99 7 NA 126.0
## 100 7 NA 128.5
## 101 7 NA 129.0
## 102 7 NA 129.5
## 103 7 NA 131.0
## 104 7 NA 130.5
## 105 7 NA 131.0
## 106 7 NA 133.0
## 107 7 NA 132.0
## 108 7 NA 133.5
## 109 7 NA 134.0
## 110 7 NA 135.5
## 111 7 NA 136.0
## 112 7 NA 142.5
## 113 7 3 142.0
## 114 7 4 144.5
## 115 7 5 144.0
## 116 7 6 146.0
## 117 7 7 147.5
## 118 7 8 147.0df3<-periodictableofelements %>% group_by(Type) %>% summarize(n=n(),promedio=mean(NumberofProtons),std=sd(NumberofElectrons))
df3 ## # A tibble: 12 × 4
## Type n promedio std
## <chr> <int> <dbl> <dbl>
## 1 "" 3 115 2
## 2 "Actinide" 16 95.5 4.76
## 3 "Alkali Metal" 6 35.2 31.2
## 4 "Alkaline Earth Metal" 6 36.2 31.2
## 5 "Halogen" 4 28.5 19.6
## 6 "Lanthanide" 15 64 4.47
## 7 "Metal" 7 55.6 27.7
## 8 "Metalloid" 7 38.7 26.5
## 9 "Noble Gas" 7 46.1 42.6
## 10 "Nonmetal" 7 12.4 10.8
## 11 "Transactinide" 11 109. 3.77
## 12 "Transition Metal" 29 47.4 21.2plot(periodictableofelements$MeltingPoint,periodictableofelements$BoilingPoint,col="orange")
#Video 3 #Ejemplo2
library(dplyr)planets<-read.csv("https://gist.githubusercontent.com/fusion0202/23624d74061c4236587447f4a97761af/raw/75c80179590249c7bd3c8f966c5d2b2d221b6c64/planets.csv")
planets## Name Diameter Mass Inclination Eccentricity Semi_majorAxis
## 1 Mercury 4879.4 3.302×10^23 7.00400 0.20563593 0.3870993
## 2 Venus 12103.6 4.869×10^24 3.39471 0.00677672 0.7233357
## 3 Earth 12756.3 5.974×10^24 0.00005 0.01671123 1.0000026
## 4 Mars 6794.4 6.419×10^23 1.85061 0.09339410 1.5237103
## 5 Jupiter 142984.0 1.899×10^27 1.30530 0.04838624 5.2028870
## 6 Saturn 120536.0 5.688×10^26 2.48446 0.05386179 9.5366759
## 7 Uranus 51118.0 8.683×10^25 0.77400 0.04725744 19.1891646
## 8 Neptune 49572.0 1.024×10^26 1.76917 0.00859048 30.0699228
## 9 Pluto 2370.0 1.3×10^22 17.08900 0.25024871 39.4450697
## SurfaceGravity OrbitalPeriod SiderealRotation Satellites
## 1 3.70 0.2410 58.650000 0
## 2 8.87 0.6150 243.018700 0
## 3 9.78 1.0000 0.997271 1
## 4 3.71 1.8810 1.025950 2
## 5 24.79 11.8600 0.413500 63
## 6 8.96 29.4600 0.426400 64
## 7 7.77 84.0100 0.718100 27
## 8 11.00 164.7900 0.671200 14
## 9 0.62 247.7407 6.387230 5planets %>% filter(SurfaceGravity > 3.71)## Name Diameter Mass Inclination Eccentricity Semi_majorAxis
## 1 Venus 12103.6 4.869×10^24 3.39471 0.00677672 0.7233357
## 2 Earth 12756.3 5.974×10^24 0.00005 0.01671123 1.0000026
## 3 Jupiter 142984.0 1.899×10^27 1.30530 0.04838624 5.2028870
## 4 Saturn 120536.0 5.688×10^26 2.48446 0.05386179 9.5366759
## 5 Uranus 51118.0 8.683×10^25 0.77400 0.04725744 19.1891646
## 6 Neptune 49572.0 1.024×10^26 1.76917 0.00859048 30.0699228
## SurfaceGravity OrbitalPeriod SiderealRotation Satellites
## 1 8.87 0.615 243.018700 0
## 2 9.78 1.000 0.997271 1
## 3 24.79 11.860 0.413500 63
## 4 8.96 29.460 0.426400 64
## 5 7.77 84.010 0.718100 27
## 6 11.00 164.790 0.671200 14df## function (x, df1, df2, ncp, log = FALSE)
## {
## if (missing(ncp))
## .Call(C_df, x, df1, df2, log)
## else .Call(C_dnf, x, df1, df2, ncp, log)
## }
## <bytecode: 0x12902ab88>
## <environment: namespace:stats>df4<-planets%>% mutate(promedio=(suma=Diameter+Inclination)/2)
df4## Name Diameter Mass Inclination Eccentricity Semi_majorAxis
## 1 Mercury 4879.4 3.302×10^23 7.00400 0.20563593 0.3870993
## 2 Venus 12103.6 4.869×10^24 3.39471 0.00677672 0.7233357
## 3 Earth 12756.3 5.974×10^24 0.00005 0.01671123 1.0000026
## 4 Mars 6794.4 6.419×10^23 1.85061 0.09339410 1.5237103
## 5 Jupiter 142984.0 1.899×10^27 1.30530 0.04838624 5.2028870
## 6 Saturn 120536.0 5.688×10^26 2.48446 0.05386179 9.5366759
## 7 Uranus 51118.0 8.683×10^25 0.77400 0.04725744 19.1891646
## 8 Neptune 49572.0 1.024×10^26 1.76917 0.00859048 30.0699228
## 9 Pluto 2370.0 1.3×10^22 17.08900 0.25024871 39.4450697
## SurfaceGravity OrbitalPeriod SiderealRotation Satellites promedio
## 1 3.70 0.2410 58.650000 0 2443.202
## 2 8.87 0.6150 243.018700 0 6053.497
## 3 9.78 1.0000 0.997271 1 6378.150
## 4 3.71 1.8810 1.025950 2 3398.125
## 5 24.79 11.8600 0.413500 63 71492.653
## 6 8.96 29.4600 0.426400 64 60269.242
## 7 7.77 84.0100 0.718100 27 25559.387
## 8 11.00 164.7900 0.671200 14 24786.885
## 9 0.62 247.7407 6.387230 5 1193.545df6<-planets %>% group_by(OrbitalPeriod) %>% summarize(n=n(),promedio=mean(Inclination),std=sd(SurfaceGravity))
df6 ## # A tibble: 9 × 4
## OrbitalPeriod n promedio std
## <dbl> <int> <dbl> <dbl>
## 1 0.241 1 7.00 NA
## 2 0.615 1 3.39 NA
## 3 1 1 0.00005 NA
## 4 1.88 1 1.85 NA
## 5 11.9 1 1.31 NA
## 6 29.5 1 2.48 NA
## 7 84.0 1 0.774 NA
## 8 165. 1 1.77 NA
## 9 248. 1 17.1 NAplot(planets$Diameter,planets$Inclination,col="purple")