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, union
library(tidyverse)
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ forcats   1.0.0     ✔ readr     2.1.5
## ✔ ggplot2   3.5.1     ✔ stringr   1.5.1
## ✔ lubridate 1.9.3     ✔ tibble    3.2.1
## ✔ purrr     1.0.2     ✔ tidyr     1.3.1
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
library(datasets)

Data Importing : External File (.csv)

Sebelum dimasukkan ke dalam syntax, pastikan alamat path yang akan dipakai sudah benar

file_path <- "C:/Users/salsa/OneDrive/文档/TUGAS SESI UAS MANDAREL/planets.csv"
zone_length <- read.csv(file_path)
year <- read.csv(file_path)
zone_name<- read.csv(file_path)

Membaca File CSV

df <- read.csv(file_path, stringsAsFactors = TRUE)

Menampilkan struktur dataset

str(df)
## 'data.frame':    1035 obs. of  6 variables:
##  $ method        : Factor w/ 10 levels "Astrometry","Eclipse Timing Variations",..: 8 8 8 8 8 8 8 8 8 8 ...
##  $ number        : int  1 1 1 1 1 1 1 1 1 2 ...
##  $ orbital_period: num  269 875 763 326 516 ...
##  $ mass          : num  7.1 2.21 2.6 19.4 10.5 4.8 4.64 NA 10.3 1.99 ...
##  $ distance      : num  77.4 57 19.8 110.6 119.5 ...
##  $ year          : int  2006 2008 2011 2007 2009 2008 2002 1996 2008 2010 ...

Cek tipe data dan beberapa nilai pertama dari kolom yang ada di dataset

str(df)
## 'data.frame':    1035 obs. of  6 variables:
##  $ method        : Factor w/ 10 levels "Astrometry","Eclipse Timing Variations",..: 8 8 8 8 8 8 8 8 8 8 ...
##  $ number        : int  1 1 1 1 1 1 1 1 1 2 ...
##  $ orbital_period: num  269 875 763 326 516 ...
##  $ mass          : num  7.1 2.21 2.6 19.4 10.5 4.8 4.64 NA 10.3 1.99 ...
##  $ distance      : num  77.4 57 19.8 110.6 119.5 ...
##  $ year          : int  2006 2008 2011 2007 2009 2008 2002 1996 2008 2010 ...
head(df)
##            method number orbital_period  mass distance year
## 1 Radial Velocity      1        269.300  7.10    77.40 2006
## 2 Radial Velocity      1        874.774  2.21    56.95 2008
## 3 Radial Velocity      1        763.000  2.60    19.84 2011
## 4 Radial Velocity      1        326.030 19.40   110.62 2007
## 5 Radial Velocity      1        516.220 10.50   119.47 2009
## 6 Radial Velocity      1        185.840  4.80    76.39 2008

Memeriksa kolom ‘zone_name’

head(df$zone_name)
## NULL

Fungsi yang akan digunakan

Summarize

Menghitung rata-rata panjang nama zona

summary_df <- df %>%
  summarise(avg_zone_length = mean(nchar(as.character(zone_name)), na.rm = TRUE))
print(summary_df)
##   avg_zone_length
## 1            7541

Arrange

Mengurutkan data berdasarkan ‘zone_length’ secara descending

sorted_df <- df %>%
  arrange(desc(zone_length))
print(sorted_df)
##                             method number orbital_period     mass distance year
## 1        Transit Timing Variations      3             NA       NA       NA 2014
## 2        Transit Timing Variations      2   1.600000e+02       NA  2119.00 2011
## 3        Transit Timing Variations      2   5.701100e+01       NA   855.00 2012
## 4        Transit Timing Variations      2   2.233950e+01       NA   339.00 2013
## 5                          Transit      7   3.316006e+02       NA   780.00 2013
## 6                          Transit      7   2.106070e+02       NA   780.00 2013
## 7                          Transit      7   1.249144e+02       NA   780.00 2013
## 8                          Transit      7   9.193913e+01       NA   780.00 2013
## 9                          Transit      7   5.973667e+01       NA   780.00 2013
## 10                         Transit      7   8.719375e+00       NA   780.00 2013
## 11                         Transit      7   7.008151e+00       NA   780.00 2013
## 12                         Transit      6   1.183807e+02       NA   613.00 2010
## 13                         Transit      6   4.668880e+01       NA   613.00 2010
## 14                         Transit      6   3.199960e+01       NA   613.00 2010
## 15                         Transit      6   2.268450e+01       NA   613.00 2010
## 16                         Transit      6   1.302410e+01       NA   613.00 2010
## 17                         Transit      6   1.030390e+01       NA   613.00 2010
## 18                         Transit      5   2.672910e+02       NA   368.00 2013
## 19                         Transit      5   1.223874e+02       NA   368.00 2013
## 20                         Transit      5   7.761184e+01       NA   290.00 2011
## 21                         Transit      5   4.102902e+01       NA       NA 2011
## 22                         Transit      5   3.178440e+01       NA       NA 2011
## 23                         Transit      5   2.745360e+01       NA       NA 2014
## 24                         Transit      5   2.278020e+01       NA   303.00 2012
## 25                         Transit      5   2.177596e+01       NA       NA 2011
## 26                         Transit      5   1.957706e+01       NA   290.00 2011
## 27                         Transit      5   1.816406e+01       NA   368.00 2013
## 28                         Transit      5   1.614570e+01       NA       NA 2013
## 29                         Transit      5   1.317562e+01       NA       NA 2011
## 30                         Transit      5   1.244170e+01       NA   368.00 2013
## 31                         Transit      5   1.085409e+01       NA   290.00 2011
## 32                         Transit      5   1.031170e+01       NA       NA 2014
## 33                         Transit      5   8.752200e+00       NA   303.00 2011
## 34                         Transit      5   7.071420e+00       NA       NA 2014
## 35                         Transit      5   6.098493e+00       NA   290.00 2011
## 36                         Transit      5   5.901240e+00       NA   303.00 2011
## 37                         Transit      5   5.714932e+00       NA   368.00 2013
## 38                         Transit      5   5.667930e+00       NA       NA 2011
## 39                         Transit      5   5.286960e+00       NA       NA 2014
## 40                         Transit      5   3.696122e+00       NA   290.00 2011
## 41                         Transit      5   2.896000e+00       NA   303.00 2012
## 42                         Transit      5   7.429600e-01       NA   303.00 2012
## 43                         Transit      4   5.432031e+01       NA       NA 2013
## 44                         Transit      4   4.384450e+01       NA       NA 2014
## 45                         Transit      4   4.289610e+01       NA       NA 2014
## 46                         Transit      4   2.398020e+01       NA       NA 2014
## 47                         Transit      4   2.234299e+01       NA       NA 2013
## 48                         Transit      4   1.357080e+01       NA       NA 2014
## 49                         Transit      4   1.042365e+01       NA       NA 2013
## 50                         Transit      4   9.673928e+00       NA       NA 2012
## 51                         Transit      4   6.164860e+00       NA       NA 2014
## 52                         Transit      4   4.777980e+00       NA       NA 2012
## 53                         Transit      4   3.743208e+00       NA       NA 2013
## 54                         Transit      3   1.433439e+02       NA  1400.00 2012
## 55                         Transit      3   8.531200e+01       NA       NA 2012
## 56                         Transit      3   6.032310e+01       NA  1400.00 2012
## 57                         Transit      3   4.515400e+01       NA       NA 2012
## 58                         Transit      3   3.979219e+01       NA    66.00 2013
## 59                         Transit      3   3.891000e+01       NA   650.00 2010
## 60                         Transit      3   3.533310e+01       NA       NA 2014
## 61                         Transit      3   2.933434e+01       NA  1400.00 2012
## 62                         Transit      3   2.750868e+01       NA       NA 2013
## 63                         Transit      3   2.130189e+01       NA    66.00 2013
## 64                         Transit      3   1.924000e+01       NA   650.00 2010
## 65                         Transit      3   1.485888e+01       NA       NA 2011
## 66                         Transit      3   1.336731e+01       NA    66.00 2013
## 67                         Transit      3   1.281590e+01       NA       NA 2014
## 68                         Transit      3   1.272040e+01       NA       NA 2011
## 69                         Transit      3   1.190162e+01       NA       NA 2012
## 70                         Transit      3   9.605085e+00       NA   135.00 2012
## 71                         Transit      3   8.919346e+00       NA       NA 2012
## 72                         Transit      3   8.131230e+00       NA       NA 2012
## 73                         Transit      3   7.641590e+00       NA       NA 2011
## 74                         Transit      3   7.131619e+00       NA       NA 2012
## 75                         Transit      3   6.887050e+00       NA       NA 2014
## 76                         Transit      3   6.238500e+00       NA       NA 2011
## 77                         Transit      3   5.859944e+00       NA       NA 2012
## 78                         Transit      3   5.398763e+00       NA   135.00 2012
## 79                         Transit      3   3.504725e+00       NA       NA 2011
## 80                         Transit      3   2.154910e+00       NA       NA 2012
## 81                         Transit      3   1.865169e+00       NA    38.70 2011
## 82                         Transit      3   1.592851e+00       NA   650.00 2010
## 83                         Transit      3   1.213767e+00       NA    38.70 2011
## 84                         Transit      3   4.532851e-01       NA    38.70 2011
## 85                         Transit      2   3.031370e+02       NA  1500.00 2012
## 86                         Transit      2   2.424613e+02       NA       NA 2013
## 87                         Transit      2   1.912318e+02       NA       NA 2013
## 88                         Transit      2   1.796120e+02       NA       NA 2014
## 89                         Transit      2   1.147364e+02       NA       NA 2013
## 90                         Transit      2   8.850500e+01       NA       NA 2013
## 91                         Transit      2   7.131200e+01       NA       NA 2013
## 92                         Transit      2   5.441400e+01       NA       NA 2013
## 93                         Transit      2   5.153800e+01       NA       NA 2012
## 94                         Transit      2   5.044700e+01       NA       NA 2013
## 95                         Transit      2   4.953200e+01       NA  1500.00 2012
## 96                         Transit      2   4.941200e+01       NA       NA 2013
## 97                         Transit      2   4.864800e+01       NA       NA 2013
## 98                         Transit      2   4.529485e+01       NA   173.00 2011
## 99                         Transit      2   4.434700e+01       NA       NA 2013
## 100                        Transit      2   4.299400e+01       NA       NA 2013
## 101                        Transit      2   4.288200e+01       NA       NA 2013
## 102                        Transit      2   4.263180e+01       NA  2100.00 2011
## 103                        Transit      2   4.215164e+01       NA       NA 2012
## 104                        Transit      2   3.855830e+01       NA       NA 2012
## 105                        Transit      2   3.685500e+01       NA       NA 2013
## 106                        Transit      2   3.573600e+01       NA       NA 2013
## 107                        Transit      2   3.492100e+01       NA       NA 2013
## 108                        Transit      2   3.360134e+01       NA   855.00 2012
## 109                        Transit      2   3.300600e+01       NA       NA 2013
## 110                        Transit      2   3.188400e+01       NA       NA 2013
## 111                        Transit      2   3.133090e+01       NA       NA 2011
## 112                        Transit      2   2.794814e+01       NA       NA 2012
## 113                        Transit      2   2.740200e+01       NA       NA 2012
## 114                        Transit      2   2.672300e+01       NA       NA 2013
## 115                        Transit      2   2.644400e+01       NA       NA 2012
## 116                        Transit      2   2.613600e+01       NA       NA 2013
## 117                        Transit      2   2.551690e+01       NA       NA 2014
## 118                        Transit      2   2.480600e+01       NA       NA 2013
## 119                        Transit      2   2.365400e+01       NA       NA 2013
## 120                        Transit      2   2.308933e+01       NA       NA 2014
## 121                        Transit      2   2.295100e+01       NA       NA 2013
## 122                        Transit      2   2.280400e+01       NA       NA 2013
## 123                        Transit      2   2.140239e+01       NA       NA 2012
## 124                        Transit      2   2.122270e+01       NA       NA 2014
## 125                        Transit      2   2.086130e+01       NA  2100.00 2011
## 126                        Transit      2   2.009000e+01       NA       NA 2012
## 127                        Transit      2   1.864895e+01       NA       NA 2012
## 128                        Transit      2   1.798012e+01       NA       NA 2012
## 129                        Transit      2   1.784900e+01       NA       NA 2013
## 130                        Transit      2   1.732400e+01       NA       NA 2013
## 131                        Transit      2   1.725130e+01       NA       NA 2011
## 132                        Transit      2   1.638500e+01       NA       NA 2012
## 133                        Transit      2   1.623855e+01       NA   470.00 2012
## 134                        Transit      2   1.609200e+01       NA       NA 2014
## 135                        Transit      2   1.596540e+01       NA       NA 2014
## 136                        Transit      2   1.557416e+01       NA       NA 2012
## 137                        Transit      2   1.533480e+01       NA       NA 2011
## 138                        Transit      2   1.509000e+01       NA       NA 2013
## 139                        Transit      2   1.383989e+01       NA   470.00 2012
## 140                        Transit      2   1.378164e+01       NA       NA 2014
## 141                        Transit      2   1.374900e+01       NA       NA 2013
## 142                        Transit      2   1.372234e+01       NA       NA 2013
## 143                        Transit      2   1.348500e+01       NA       NA 2012
## 144                        Transit      2   1.329070e+01       NA  1400.00 2011
## 145                        Transit      2   1.308400e+01       NA       NA 2013
## 146                        Transit      2   1.288300e+01       NA       NA 2012
## 147                        Transit      2   1.251300e+01       NA       NA 2012
## 148                        Transit      2   1.233350e+01       NA  1200.00 2011
## 149                        Transit      2   1.228290e+01       NA       NA 2011
## 150                        Transit      2   1.207172e+01       NA       NA 2012
## 151                        Transit      2   1.204000e+01       NA       NA 2012
## 152                        Transit      2   1.186817e+01       NA       NA 2012
## 153                        Transit      2   1.177600e+01       NA       NA 2013
## 154                        Transit      2   1.160926e+01       NA       NA 2012
## 155                        Transit      2   1.095416e+01       NA   339.00 2013
## 156                        Transit      2   1.091293e+01       NA       NA 2012
## 157                        Transit      2   1.074210e+01       NA   800.00 2011
## 158                        Transit      2   1.050160e+01       NA       NA 2012
## 159                        Transit      2   1.041600e+01       NA       NA 2013
## 160                        Transit      2   1.033852e+01       NA    90.00 2010
## 161                        Transit      2   1.033760e+01       NA  1400.00 2011
## 162                        Transit      2   1.021850e+01       NA       NA 2012
## 163                        Transit      2   9.770000e+00       NA       NA 2012
## 164                        Transit      2   9.522000e+00       NA       NA 2012
## 165                        Transit      2   9.376470e+00       NA       NA 2012
## 166                        Transit      2   9.286994e+00       NA  2119.00 2011
## 167                        Transit      2   8.985800e+00       NA       NA 2011
## 168                        Transit      2   8.925070e+00       NA       NA 2014
## 169                        Transit      2   8.726000e+00       NA       NA 2012
## 170                        Transit      2   8.306000e+00       NA       NA 2012
## 171                        Transit      2   8.291000e+00       NA       NA 2013
## 172                        Transit      2   8.145300e+00       NA  1200.00 2011
## 173                        Transit      2   8.041000e+00       NA       NA 2013
## 174                        Transit      2   8.010943e+00       NA       NA 2012
## 175                        Transit      2   7.877357e+00       NA       NA 2012
## 176                        Transit      2   7.812540e+00       NA       NA 2012
## 177                        Transit      2   7.203794e+00       NA       NA 2012
## 178                        Transit      2   7.107300e+00       NA   800.00 2011
## 179                        Transit      2   7.053000e+00       NA       NA 2012
## 180                        Transit      2   6.481630e+00       NA       NA 2014
## 181                        Transit      2   5.955000e+00       NA       NA 2012
## 182                        Transit      2   5.912300e+00       NA       NA 2011
## 183                        Transit      2   5.729320e+00       NA       NA 2012
## 184                        Transit      2   5.487000e+00       NA       NA 2013
## 185                        Transit      2   5.412200e+00       NA       NA 2013
## 186                        Transit      2   5.005425e+00       NA   354.00 2011
## 187                        Transit      2   4.754000e+00       NA       NA 2014
## 188                        Transit      2   4.726740e+00       NA       NA 2014
## 189                        Transit      2   4.623320e+00       NA       NA 2014
## 190                        Transit      2   2.916260e+00       NA   214.00 2009
## 191                        Transit      2   2.586640e+00       NA       NA 2014
## 192                        Transit      2   2.508060e+00       NA       NA 2014
## 193                        Transit      2   2.426290e+00       NA       NA 2014
## 194                        Transit      2   8.535850e-01       NA   150.00 2009
## 195                        Transit      2   8.374950e-01       NA   173.00 2011
## 196                        Transit      2   6.693100e-01       NA       NA 2014
## 197                        Transit      1   2.898623e+02       NA   190.00 2011
## 198                        Transit      1   2.888220e+02       NA  1499.00 2011
## 199                        Transit      1   2.825255e+02       NA       NA 2013
## 200                        Transit      1   2.287760e+02       NA    61.00 2011
## 201                        Transit      1   1.383170e+02       NA  1000.00 2012
## 202                        Transit      1   1.314580e+02       NA  1645.00 2011
## 203                        Transit      1   1.055990e+02       NA   600.00 2012
## 204                        Transit      1   9.527380e+01       NA   460.00 2009
## 205                        Transit      1   6.895840e+01       NA       NA 2014
## 206                        Transit      1   6.626200e+01       NA       NA 2014
## 207                        Transit      1   5.987756e+01       NA       NA 2013
## 208                        Transit      1   2.108740e+01       NA  1200.00 2011
## 209                        Transit      1   1.783365e+01       NA   132.00 2013
## 210                        Transit      1   1.781582e+01       NA  1107.00 2013
## 211                        Transit      1   1.623850e+01       NA       NA 2014
## 212                        Transit      1   1.572590e+01       NA  1107.00 2013
## 213                        Transit      1   1.324060e+01       NA   345.00 2010
## 214                        Transit      1   1.152310e+01       NA       NA 2014
## 215                        Transit      1   1.086350e+01       NA   190.00 2010
## 216                        Transit      1   9.434150e+00       NA   200.00 2013
## 217                        Transit      1   9.242850e+00       NA  1230.00 2011
## 218                        Transit      1   9.202050e+00       NA       NA 2008
## 219                        Transit      1   8.886593e+00       NA       NA 2009
## 220                        Transit      1   8.884924e+00       NA  1140.00 2013
## 221                        Transit      1   8.158715e+00       NA    87.00 2010
## 222                        Transit      1   7.919585e+00       NA   125.00 2012
## 223                        Transit      1   7.845700e+00       NA   222.00 2014
## 224                        Transit      1   7.340718e+00       NA  1330.00 2013
## 225                        Transit      1   6.873490e+00       NA  2700.00 2010
## 226                        Transit      1   6.871815e+00       NA   110.00 2010
## 227                        Transit      1   6.790123e+00       NA   980.00 2011
## 228                        Transit      1   6.246580e+00       NA  1030.00 2013
## 229                        Transit      1   6.212290e+00       NA   380.00 2010
## 230                        Transit      1   5.723186e+00       NA   322.00 2011
## 231                        Transit      1   5.633473e+00       NA   135.32 2007
## 232                        Transit      1   5.508023e+00       NA   166.00 2010
## 233                        Transit      1   5.452654e+00       NA   257.00 2011
## 234                        Transit      1   5.352270e+00       NA   840.00 2011
## 235                        Transit      1   5.017180e+00       NA   300.00 2012
## 236                        Transit      1   4.981687e+00       NA   160.00 2012
## 237                        Transit      1   4.954658e+00       NA   140.00 2008
## 238                        Transit      1   4.942782e+00       NA       NA 2011
## 239                        Transit      1   4.887816e+00       NA    38.00 2008
## 240                        Transit      1   4.885525e+00       NA       NA 2009
## 241                        Transit      1   4.641878e+00       NA   447.00 2012
## 242                        Transit      1   4.640382e+00       NA   249.00 2012
## 243                        Transit      1   4.627669e+00       NA   205.00 2010
## 244                        Transit      1   4.617101e+00       NA   255.00 2012
## 245                        Transit      1   4.614420e+00       NA   225.00 2012
## 246                        Transit      1   4.603580e+00       NA       NA 2014
## 247                        Transit      1   4.465633e+00       NA   330.00 2012
## 248                        Transit      1   4.465293e+00       NA   139.00 2006
## 249                        Transit      1   4.457243e+00       NA   501.00 2012
## 250                        Transit      1   4.437964e+00       NA   600.00 2011
## 251                        Transit      1   4.411953e+00       NA   160.00 2012
## 252                        Transit      1   4.378090e+00       NA   330.00 2012
## 253                        Transit      1   4.353011e+00       NA   155.00 2009
## 254                        Transit      1   4.322482e+00       NA   242.00 2010
## 255                        Transit      1   4.317678e+00       NA   120.00 2010
## 256                        Transit      1   4.305001e+00       NA   400.00 2012
## 257                        Transit      1   4.256800e+00       NA   680.00 2008
## 258                        Transit      1   4.234516e+00       NA   134.00 2010
## 259                        Transit      1   4.200000e+00       NA  8500.00 2006
## 260                        Transit      1   4.187757e+00       NA   260.00 2008
## 261                        Transit      1   4.159140e+00       NA   200.00 2012
## 262                        Transit      1   4.125083e+00       NA   293.00 2008
## 263                        Transit      1   4.124481e+00       NA   254.00 2010
## 264                        Transit      1   4.113791e+00       NA   124.22 2012
## 265                        Transit      1   4.086052e+00       NA   380.00 2012
## 266                        Transit      1   4.055259e+00       NA   230.00 2011
## 267                        Transit      1   4.037896e+00       NA       NA 2009
## 268                        Transit      1   4.035190e+00       NA  1060.00 2010
## 269                        Transit      1   4.016100e+00       NA       NA 2004
## 270                        Transit      1   4.008778e+00       NA   215.00 2010
## 271                        Transit      1   3.979100e+00       NA       NA 2007
## 272                        Transit      1   3.941507e+00       NA   172.00 2006
## 273                        Transit      1   3.922890e+00       NA   480.00 2008
## 274                        Transit      1   3.922727e+00       NA    70.00 2010
## 275                        Transit      1   3.914050e+00       NA  2000.00 2007
## 276                        Transit      1   3.905120e+00       NA   800.00 2010
## 277                        Transit      1   3.897130e+00       NA   770.00 2011
## 278                        Transit      1   3.855900e+00       NA   480.00 2012
## 279                        Transit      1   3.852985e+00       NA   261.00 2007
## 280                        Transit      1   3.768100e+00       NA   920.00 2011
## 281                        Transit      1   3.764825e+00       NA       NA 2010
## 282                        Transit      1   3.752066e+00       NA       NA 2009
## 283                        Transit      1   3.735442e+00       NA   400.00 2009
## 284                        Transit      1   3.722475e+00       NA   121.70 2008
## 285                        Transit      1   3.693641e+00       NA   200.00 2012
## 286                        Transit      1   3.677240e+00       NA       NA 2007
## 287                        Transit      1   3.662387e+00       NA   240.00 2012
## 288                        Transit      1   3.652836e+00       NA   297.00 2010
## 289                        Transit      1   3.646706e+00       NA   535.00 2011
## 290                        Transit      1   3.631300e+00       NA   600.00 2011
## 291                        Transit      1   3.578781e+00       NA   570.00 2013
## 292                        Transit      1   3.577469e+00       NA   343.00 2010
## 293                        Transit      1   3.575320e+00       NA       NA 2014
## 294                        Transit      1   3.553945e+00       NA   492.00 2007
## 295                        Transit      1   3.548460e+00       NA       NA 2009
## 296                        Transit      1   3.547851e+00       NA   453.00 2013
## 297                        Transit      1   3.543870e+00       NA   642.00 2012
## 298                        Transit      1   3.532731e+00       NA   300.00 2010
## 299                        Transit      1   3.522540e+00       NA  1330.00 2010
## 300                        Transit      1   3.474474e+00       NA   387.00 2011
## 301                        Transit      1   3.446459e+00       NA   303.00 2012
## 302                        Transit      1   3.408821e+00       NA       NA 2010
## 303                        Transit      1   3.405910e+00       NA   360.00 2010
## 304                        Transit      1   3.361006e+00       NA       NA 2009
## 305                        Transit      1   3.355240e+00       NA   396.00 2010
## 306                        Transit      1   3.352057e+00       NA  3200.00 2012
## 307                        Transit      1   3.332687e+00       NA   542.00 2012
## 308                        Transit      1   3.257215e+00       NA   395.00 2011
## 309                        Transit      1   3.246740e+00       NA  2250.00 2011
## 310                        Transit      1   3.234723e+00       NA       NA 2009
## 311                        Transit      1   3.213460e+00       NA   550.00 2009
## 312                        Transit      1   3.213060e+00       NA   142.50 2009
## 313                        Transit      1   3.212220e+00       NA    82.00 2010
## 314                        Transit      1   3.191524e+00       NA   174.00 2007
## 315                        Transit      1   3.161575e+00       NA       NA 2011
## 316                        Transit      1   3.160630e+00       NA  1200.00 2013
## 317                        Transit      1   3.126088e+00       NA       NA 2011
## 318                        Transit      1   3.118601e+00       NA       NA 2009
## 319                        Transit      1   3.101278e+00       NA       NA 2004
## 320                        Transit      1   3.092762e+00       NA    90.00 2008
## 321                        Transit      1   3.076378e+00       NA   230.00 2008
## 322                        Transit      1   3.067850e+00       NA    60.00 2012
## 323                        Transit      1   3.056536e+00       NA   314.00 2007
## 324                        Transit      1   3.052401e+00       NA   180.00 2010
## 325                        Transit      1   3.039577e+00       NA   204.00 2011
## 326                        Transit      1   3.030065e+00       NA   152.30 2004
## 327                        Transit      1   3.024095e+00       NA  1950.00 2011
## 328                        Transit      1   3.005160e+00       NA       NA 2013
## 329                        Transit      1   2.994330e+00       NA   560.00 2010
## 330                        Transit      1   2.944426e+00       NA       NA 2010
## 331                        Transit      1   2.903675e+00       NA   345.00 2012
## 332                        Transit      1   2.899736e+00       NA   138.00 2007
## 333                        Transit      1   2.875317e+00       NA    70.00 2010
## 334                        Transit      1   2.838971e+00       NA   455.00 2012
## 335                        Transit      1   2.828042e+00       NA  1150.00 2010
## 336                        Transit      1   2.810595e+00       NA   193.00 2011
## 337                        Transit      1   2.797436e+00       NA   411.00 2011
## 338                        Transit      1   2.788491e+00       NA   342.00 2007
## 339                        Transit      1   2.785755e+00       NA   108.00 2011
## 340                        Transit      1   2.781739e+00       NA   170.00 2012
## 341                        Transit      1   2.775960e+00       NA   235.00 2010
## 342                        Transit      1   2.756600e+00       NA   250.00 2010
## 343                        Transit      1   2.718659e+00       NA       NA 2010
## 344                        Transit      1   2.703390e+00  1.47000   178.00 2013
## 345                        Transit      1   2.694047e+00       NA   344.00 2012
## 346                        Transit      1   2.691548e+00       NA   322.00 2014
## 347                        Transit      1   2.615864e+00       NA   148.00 2007
## 348                        Transit      1   2.519945e+00       NA   408.00 2007
## 349                        Transit      1   2.485533e+00       NA       NA 2008
## 350                        Transit      1   2.484193e+00       NA   260.00 2013
## 351                        Transit      1   2.470630e+00       NA   213.00 2006
## 352                        Transit      1   2.465020e+00       NA       NA 2014
## 353                        Transit      1   2.455239e+00       NA   333.00 2011
## 354                        Transit      1   2.423804e+00       NA       NA 2011
## 355                        Transit      1   2.341212e+00       NA       NA 2010
## 356                        Transit      1   2.311424e+00       NA   310.00 2013
## 357                        Transit      1   2.243752e+00       NA   160.00 2008
## 358                        Transit      1   2.216742e+00       NA   340.00 2012
## 359                        Transit      1   2.204737e+00       NA   320.00 2008
## 360                        Transit      1   2.175176e+00       NA   550.00 2012
## 361                        Transit      1   2.152226e+00       NA   147.00 2007
## 362                        Transit      1   2.150008e+00       NA   283.00 2011
## 363                        Transit      1   2.143634e+00       NA       NA 2011
## 364                        Transit      1   1.955096e+00       NA   230.00 2011
## 365                        Transit      1   1.900069e+00       NA   870.00 2011
## 366                        Transit      1   1.855558e+00       NA   770.00 2011
## 367                        Transit      1   1.846835e+00       NA   220.00 2007
## 368                        Transit      1   1.796000e+00       NA  8500.00 2006
## 369                        Transit      1   1.763589e+00       NA       NA 2011
## 370                        Transit      1   1.749780e+00       NA   140.00 2012
## 371                        Transit      1   1.742994e+00       NA   200.00 2008
## 372                        Transit      1   1.720861e+00       NA  1056.00 2014
## 373                        Transit      1   1.689868e+00       NA  2500.00 2004
## 374                        Transit      1   1.628431e+00       NA   300.00 2008
## 375                        Transit      1   1.580405e+00       NA       NA 2009
## 376                        Transit      1   1.573292e+00       NA   350.00 2012
## 377                        Transit      1   1.541680e+00       NA       NA 2014
## 378                        Transit      1   1.537365e+00       NA   450.00 2011
## 379                        Transit      1   1.512140e+00       NA  1340.00 2010
## 380                        Transit      1   1.508956e+00       NA       NA 2008
## 381                        Transit      1   1.485711e+00       NA   800.00 2011
## 382                        Transit      1   1.482245e+00       NA   360.00 2011
## 383                        Transit      1   1.432475e+00       NA   600.00 2004
## 384                        Transit      1   1.430370e+00       NA       NA 2011
## 385                        Transit      1   1.420033e+00       NA       NA 2010
## 386                        Transit      1   1.360031e+00       NA    93.00 2012
## 387                        Transit      1   1.354133e+00       NA   360.00 2013
## 388                        Transit      1   1.338232e+00       NA   300.00 2007
## 389                        Transit      1   1.337118e+00       NA       NA 2011
## 390                        Transit      1   1.327347e+00       NA   317.00 2011
## 391                        Transit      1   1.306186e+00       NA   228.00 2007
## 392                        Transit      1   1.219867e+00       NA   116.14 2010
## 393                        Transit      1   1.217514e+00       NA   262.00 2012
## 394                        Transit      1   1.212884e+00       NA   393.00 2010
## 395                        Transit      1   1.211919e+00       NA       NA 2002
## 396                        Transit      1   1.091423e+00       NA       NA 2008
## 397                        Transit      1   9.414530e-01       NA   105.49 2009
## 398                        Transit      1   9.255420e-01       NA   470.00 2014
## 399                        Transit      1   8.134750e-01       NA    80.00 2011
## 400                        Transit      1   7.888400e-01       NA   250.00 2009
## 401                        Transit      1   3.550000e-01       NA       NA 2013
## 402                Radial Velocity      6   2.248000e+03  0.20500    39.39 2010
## 403                Radial Velocity      6   6.020000e+02  0.06700    39.39 2010
## 404                Radial Velocity      6   2.562000e+02  0.01400     6.80 2013
## 405                Radial Velocity      6   1.978000e+02  0.02230    12.83 2012
## 406                Radial Velocity      6   1.227200e+02  0.07400    39.39 2010
## 407                Radial Velocity      6   9.161000e+01  0.01600     6.80 2013
## 408                Radial Velocity      6   6.224000e+01  0.00800     6.80 2013
## 409                Radial Velocity      6   5.176000e+01  0.01640    12.83 2012
## 410                Radial Velocity      6   4.974700e+01  0.08000    39.39 2010
## 411                Radial Velocity      6   3.902600e+01  0.00800     6.80 2013
## 412                Radial Velocity      6   3.462000e+01  0.01100    12.83 2012
## 413                Radial Velocity      6   2.814000e+01  0.01200     6.80 2011
## 414                Radial Velocity      6   2.043200e+01  0.02990    12.83 2008
## 415                Radial Velocity      6   1.635670e+01  0.03800    39.39 2010
## 416                Radial Velocity      6   9.618400e+00  0.02080    12.83 2008
## 417                Radial Velocity      6   7.200400e+00  0.01800     6.80 2011
## 418                Radial Velocity      6   5.759620e+00  0.04100    39.39 2010
## 419                Radial Velocity      6   4.312300e+00  0.01260    12.83 2008
## 420                Radial Velocity      5   4.909000e+03  3.53000    12.53 2002
## 421                Radial Velocity      5   2.612000e+02  0.17200    12.53 2007
## 422                Radial Velocity      5   4.438000e+01  0.16500    12.53 2004
## 423                Radial Velocity      5   1.465100e+01  0.80000    12.53 1996
## 424                Radial Velocity      5   7.365400e-01       NA    12.53 2011
## 425                Radial Velocity      4   4.205800e+03  1.81400    15.28 2004
## 426                Radial Velocity      4   3.848860e+03  1.05900    13.47 2010
## 427                Radial Velocity      4   1.276460e+03  4.13200    13.47 1999
## 428                Radial Velocity      4   9.820000e+02       NA       NA 2014
## 429                Radial Velocity      4   6.432500e+02       NA    15.28 2000
## 430                Radial Velocity      4   3.105500e+02       NA    15.28 2006
## 431                Radial Velocity      4   2.412580e+02  1.98100    13.47 1999
## 432                Radial Velocity      4   1.242600e+02  0.04600     4.70 2010
## 433                Radial Velocity      4   6.680000e+01  0.02200     6.27 2005
## 434                Radial Velocity      4   6.111660e+01  2.27560     4.70 1998
## 435                Radial Velocity      4   3.008810e+01  0.71420     4.70 2000
## 436                Radial Velocity      4   1.292920e+01  0.01700     6.27 2005
## 437                Radial Velocity      4   9.638600e+00       NA    15.28 2004
## 438                Radial Velocity      4   5.368740e+00  0.04900     6.27 2005
## 439                Radial Velocity      4   4.617033e+00  0.68760    13.47 1996
## 440                Radial Velocity      4   3.149420e+00  0.00600     6.27 2005
## 441                Radial Velocity      4   1.937780e+00  0.02100     4.70 2005
## 442                Radial Velocity      3   1.400200e+04  1.64000    14.08 2009
## 443                Radial Velocity      3   3.008000e+03  7.20000    52.83 2009
## 444                Radial Velocity      3   2.831600e+03  1.68000    47.30 2012
## 445                Radial Velocity      3   2.473000e+03  8.06000    64.56 2003
## 446                Radial Velocity      3   2.391000e+03  0.54000    14.08 2001
## 447                Radial Velocity      3   2.295000e+03  0.68300    33.24 2002
## 448                Radial Velocity      3   2.172000e+03  0.54000    26.15 2008
## 449                Radial Velocity      3   1.931000e+03  4.05000    47.30 2009
## 450                Radial Velocity      3   1.078000e+03  2.53000    14.08 1996
## 451                Radial Velocity      3   1.050300e+03  4.95000    16.13 2010
## 452                Radial Velocity      3   9.620000e+02  0.64000    26.15 2008
## 453                Radial Velocity      3   9.520000e+02  0.57000    52.88 2009
## 454                Radial Velocity      3   8.436000e+02  0.62400    33.24 2005
## 455                Radial Velocity      3   6.030000e+02  0.07900    14.97 2013
## 456                Radial Velocity      3   5.800000e+02  0.94700   135.00 2012
## 457                Radial Velocity      3   5.594000e+02  3.00000    52.83 2007
## 458                Radial Velocity      3   4.592600e+02  0.12100    26.91 2011
## 459                Radial Velocity      3   4.317000e+02  0.52700    25.87 2011
## 460                Radial Velocity      3   3.466000e+02  0.39600    64.56 2007
## 461                Radial Velocity      3   2.744900e+02  0.05190    38.01 2011
## 462                Radial Velocity      3   1.970000e+02  0.05800    12.58 2006
## 463                Radial Velocity      3   1.544600e+02  0.61000    33.24 2002
## 464                Radial Velocity      3   1.477300e+02  1.28000    52.88 2006
## 465                Radial Velocity      3   1.230100e+02  0.07200     8.52 2009
## 466                Radial Velocity      3   1.230000e+02       NA       NA 2014
## 467                Radial Velocity      3   1.067200e+02  0.03000    14.56 2011
## 468                Radial Velocity      3   9.030900e+01  0.01510     6.06 2011
## 469                Radial Velocity      3   5.951900e+01  0.03820    26.91 2011
## 470                Radial Velocity      3   5.164500e+01  1.80000    64.56 2003
## 471                Radial Velocity      3   5.128400e+01  0.04980    38.01 2011
## 472                Radial Velocity      3   4.011400e+01  0.00755     6.06 2011
## 473                Radial Velocity      3   3.802100e+01  0.05700     8.52 2009
## 474                Radial Velocity      3   3.537000e+01  0.03600    16.13 2012
## 475                Radial Velocity      3   3.487300e+01  0.05400    47.30 2011
## 476                Radial Velocity      3   3.394100e+01  0.01620    25.59 2011
## 477                Radial Velocity      3   3.203000e+01  0.41000    25.87 2011
## 478                Radial Velocity      3   3.156000e+01  0.03800    12.58 2006
## 479                Radial Velocity      3   2.758200e+01  0.03580    14.56 2011
## 480                Radial Velocity      3   2.560000e+01  0.02400    14.97 2013
## 481                Radial Velocity      3   1.831500e+01  0.00850     6.06 2011
## 482                Radial Velocity      3   1.654600e+01  0.03630    38.01 2011
## 483                Radial Velocity      3   1.402500e+01  0.01870    25.59 2011
## 484                Radial Velocity      3   1.208300e+01  0.02920    26.91 2011
## 485                Radial Velocity      3   1.157700e+01  0.01660    14.56 2011
## 486                Radial Velocity      3   9.374300e+00  0.02380    26.15 2008
## 487                Radial Velocity      3   8.667000e+00  0.03300    12.58 2006
## 488                Radial Velocity      3   8.631000e+00  0.03500    14.97 2013
## 489                Radial Velocity      3   8.135200e+00  0.03600    25.87 2011
## 490                Radial Velocity      3   6.673855e+00  3.88000    52.88 2005
## 491                Radial Velocity      3   5.636300e+00  0.01170    25.59 2011
## 492                Radial Velocity      3   4.215000e+00  0.01600     8.52 2009
## 493                Radial Velocity      3   4.154700e+00  0.05800    52.83 2009
## 494                Radial Velocity      3   3.600000e+00  0.01400    16.13 2012
## 495                Radial Velocity      2   9.017800e+03       NA    44.80 2011
## 496                Radial Velocity      2   7.100000e+03  1.60000    15.10 2011
## 497                Radial Velocity      2   6.005000e+03  5.30000    25.64 2012
## 498                Radial Velocity      2   5.584000e+03  3.40000    90.00 2010
## 499                Radial Velocity      2   5.000000e+03  0.82000    25.65 2009
## 500                Radial Velocity      2   4.970000e+03  0.36000    17.99 2010
## 501                Radial Velocity      2   4.270000e+03  2.60000    19.72 2005
## 502                Radial Velocity      2   4.046000e+03  2.00000    38.52 2011
## 503                Radial Velocity      2   3.810000e+03  1.99000    47.92 1999
## 504                Radial Velocity      2   3.452000e+03  2.58000    68.54 2014
## 505                Radial Velocity      2   3.186000e+03       NA    46.84 2012
## 506                Radial Velocity      2   3.000000e+03       NA       NA 2014
## 507                Radial Velocity      2   2.950000e+03  3.82000    52.83 2008
## 508                Radial Velocity      2   2.891000e+03  1.50200    15.89 2003
## 509                Radial Velocity      2   2.732000e+03  2.37000    56.50 2012
## 510                Radial Velocity      2   2.720000e+03  3.36600    42.88 2012
## 511                Radial Velocity      2   2.500000e+03  7.00000   121.36 2008
## 512                Radial Velocity      2   2.277000e+03  0.24600    38.64 2011
## 513                Radial Velocity      2   2.140200e+03 13.38000    42.43 2000
## 514                Radial Velocity      2   2.102000e+03  4.04000    36.32 2003
## 515                Radial Velocity      2   1.945000e+03  0.62200    33.98 2005
## 516                Radial Velocity      2   1.749500e+03 18.10000    37.88 2000
## 517                Radial Velocity      2   1.708000e+03  1.92000    37.16 2002
## 518                Radial Velocity      2   1.657000e+03  0.71000    15.71 2010
## 519                Radial Velocity      2   1.624000e+03  0.99000    68.54 2005
## 520                Radial Velocity      2   1.460000e+03       NA       NA 2014
## 521                Radial Velocity      2   1.383400e+03  2.44000    46.34 2004
## 522                Radial Velocity      2   1.353600e+03  0.35061    37.84 2008
## 523                Radial Velocity      2   1.314000e+03  2.29000    69.44 2010
## 524                Radial Velocity      2   1.275000e+03  1.11000    38.52 2011
## 525                Radial Velocity      2   1.270200e+03  3.44000    53.82 2007
## 526                Radial Velocity      2   1.178400e+03  2.10000    52.72 2006
## 527                Radial Velocity      2   1.160900e+03  0.15070    24.15 2011
## 528                Radial Velocity      2   1.155700e+03       NA    55.31 2012
## 529                Radial Velocity      2   1.046000e+03       NA    28.04 2011
## 530                Radial Velocity      2   1.022000e+03  3.40000   354.00 2011
## 531                Radial Velocity      2   1.008000e+03  6.56000    42.68 2009
## 532                Radial Velocity      2   9.377000e+02  1.24000    28.04 2003
## 533                Radial Velocity      2   9.310000e+02  5.13000    66.89 2013
## 534                Radial Velocity      2   9.238000e+02  3.24000    16.57 2005
## 535                Radial Velocity      2   8.830000e+02  0.86000    74.79 2010
## 536                Radial Velocity      2   8.250000e+02  0.89500    68.35 2010
## 537                Radial Velocity      2   8.203000e+02       NA       NA 2014
## 538                Radial Velocity      2   7.890000e+02       NA       NA 2014
## 539                Radial Velocity      2   6.920000e+02  1.89400    15.10 2007
## 540                Radial Velocity      2   6.342300e+02  3.69000    52.83 2004
## 541                Radial Velocity      2   6.219900e+02 12.47000       NA 2009
## 542                Radial Velocity      2   6.138000e+02  1.85000    68.35 2010
## 543                Radial Velocity      2   6.070600e+02  7.46340    25.70 2008
## 544                Radial Velocity      2   5.724000e+02  1.26000    35.59 2003
## 545                Radial Velocity      2   5.670000e+02  0.33000    43.53 2009
## 546                Radial Velocity      2   5.303200e+02       NA    46.84 2012
## 547                Radial Velocity      2   5.258000e+02  0.07552     8.82 2011
## 548                Radial Velocity      2   5.200000e+02  2.60000   164.20 2008
## 549                Radial Velocity      2   4.542000e+02  1.45000    16.57 2002
## 550                Radial Velocity      2   4.528000e+02  1.99000    74.79 2010
## 551                Radial Velocity      2   4.414700e+02       NA    27.46 2003
## 552                Radial Velocity      2   4.300000e+02  5.00000   121.36 2002
## 553                Radial Velocity      2   4.285000e+02 15.20000   214.00 2009
## 554                Radial Velocity      2   4.086000e+02  2.24000    68.54 2004
## 555                Radial Velocity      2   4.066000e+02  1.49000    59.03 1999
## 556                Radial Velocity      2   3.958000e+02  1.29000    68.54 2002
## 557                Radial Velocity      2   3.919000e+02  0.82000    43.40 2007
## 558                Radial Velocity      2   3.796300e+02 21.42000       NA 2009
## 559                Radial Velocity      2   3.791000e+02  2.25000    94.61 2005
## 560                Radial Velocity      2   3.602000e+02  2.37000    56.50 2012
## 561                Radial Velocity      2   3.523000e+02  0.73000    52.72 2012
## 562                Radial Velocity      2   3.497000e+02  1.25000    25.64 2001
## 563                Radial Velocity      2   3.457200e+02  1.42000    44.80 2009
## 564                Radial Velocity      2   3.428500e+02  0.65790    32.58 2008
## 565                Radial Velocity      2   2.633000e+02  0.27000    15.71 2010
## 566                Radial Velocity      2   2.627090e+02  2.30000    37.16 2000
## 567                Radial Velocity      2   2.581900e+02  1.59000    25.65 1999
## 568                Radial Velocity      2   2.558700e+02 17.40000    46.34 2002
## 569                Radial Velocity      2   2.484000e+02  1.90000    68.59 2013
## 570                Radial Velocity      2   2.376000e+02  0.33000    42.09 2009
## 571                Radial Velocity      2   2.269300e+02  0.18720    32.58 2008
## 572                Radial Velocity      2   2.256200e+02  2.88000    36.32 2000
## 573                Radial Velocity      2   2.200780e+02       NA    27.46 2003
## 574                Radial Velocity      2   2.018300e+02  3.15480    25.70 2008
## 575                Radial Velocity      2   1.943000e+02  0.85000    43.40 2007
## 576                Radial Velocity      2   1.929000e+02  1.82000    52.85 2009
## 577                Radial Velocity      2   1.919900e+02  0.10100    38.64 2011
## 578                Radial Velocity      2   1.889000e+02  2.25000    94.61 2002
## 579                Radial Velocity      2   1.704550e+02  0.82000    53.82 2008
## 580                Radial Velocity      2   1.619700e+02       NA    55.31 2012
## 581                Radial Velocity      2   1.526000e+02  0.17000    35.59 2011
## 582                Radial Velocity      2   1.275800e+02  5.90000   164.20 2008
## 583                Radial Velocity      2   1.259400e+02  0.17000    20.10 2013
## 584                Radial Velocity      2   1.109000e+02  0.15000    59.03 2010
## 585                Radial Velocity      2   1.034900e+02  0.04000    26.21 2011
## 586                Radial Velocity      2   9.541500e+01  0.05650    34.07 2011
## 587                Radial Velocity      2   8.513100e+01  0.04960    35.89 2011
## 588                Radial Velocity      2   7.529000e+01  0.77000    69.44 2010
## 589                Radial Velocity      2   7.472000e+01  0.05318     8.82 2011
## 590                Radial Velocity      2   5.811289e+01  8.02000    37.88 1998
## 591                Radial Velocity      2   5.500000e+01  2.30000    42.88 2004
## 592                Radial Velocity      2   5.388100e+01  0.06472    32.31 2011
## 593                Radial Velocity      2   5.383200e+01  0.03600    28.60 2011
## 594                Radial Velocity      2   4.602500e+01  0.03180    42.52 2011
## 595                Radial Velocity      2   4.423600e+01  2.12000    42.68 2009
## 596                Radial Velocity      2   3.791000e+01  0.07880    33.98 2008
## 597                Radial Velocity      2   3.382300e+01  0.04220    43.08 2011
## 598                Radial Velocity      2   3.093000e+01  0.07600    56.92 2013
## 599                Radial Velocity      2   3.005200e+01  0.70000    52.85 2009
## 600                Radial Velocity      2   2.915000e+01  0.03790    35.89 2011
## 601                Radial Velocity      2   2.564800e+01  0.02700    52.03 2013
## 602                Radial Velocity      2   2.265600e+01  0.03220    32.31 2011
## 603                Radial Velocity      2   1.938200e+01  0.86500    66.89 2013
## 604                Radial Velocity      2   1.835700e+01  0.03900    52.03 2013
## 605                Radial Velocity      2   1.710000e+01  0.05700    15.89 2005
## 606                Radial Velocity      2   1.705400e+01  0.08700    17.99 2004
## 607                Radial Velocity      2   1.430980e+01  0.83900    42.43 2000
## 608                Radial Velocity      2   1.418200e+01  0.03250    28.60 2011
## 609                Radial Velocity      2   1.407000e+01  0.04130    34.07 2011
## 610                Radial Velocity      2   1.350500e+01  0.01860    23.44 2011
## 611                Radial Velocity      2   1.318600e+01  0.02630    42.52 2011
## 612                Radial Velocity      2   1.262000e+01  1.13000    68.59 2013
## 613                Radial Velocity      2   1.184900e+01  0.03780    43.08 2011
## 614                Radial Velocity      2   1.086600e+01  0.00970    21.52 2011
## 615                Radial Velocity      2   8.125600e+00  0.02840    26.21 2011
## 616                Radial Velocity      2   7.854300e+00  0.05400    56.92 2013
## 617                Radial Velocity      2   7.282500e+00  0.00870    21.52 2011
## 618                Radial Velocity      2   7.126816e+00  1.39000    19.72 1998
## 619                Radial Velocity      2   5.772700e+00  0.02400    23.44 2009
## 620                Radial Velocity      2   5.600000e+00  0.04500    42.09 2009
## 621                Radial Velocity      2   4.084500e+00  0.07167    37.84 2008
## 622                Radial Velocity      2   3.930000e+00  0.01700    43.53 2009
## 623                Radial Velocity      2   3.872800e+00  0.02700    20.10 2013
## 624                Radial Velocity      2   3.698000e+00       NA   150.00 2009
## 625                Radial Velocity      2   3.270000e+00  0.03510    24.15 2011
## 626                Radial Velocity      2   3.097000e+00  0.52000    47.92 1998
## 627                Radial Velocity      1   1.733750e+04  9.00000    23.98 2009
## 628                Radial Velocity      1   5.501000e+03 10.39000    29.20 2012
## 629                Radial Velocity      1   5.144000e+03  3.53000    42.99 2012
## 630                Radial Velocity      1   4.951000e+03  6.80000    42.77 2012
## 631                Radial Velocity      1   4.885000e+03  3.10000   189.39 2009
## 632                Radial Velocity      1   4.218000e+03  1.88000    45.52 2009
## 633                Radial Velocity      1   4.100000e+03  2.30000    20.03 2013
## 634                Radial Velocity      1   3.999000e+03  1.90000    50.45 2011
## 635                Radial Velocity      1   3.827000e+03  0.48000    20.48 2014
## 636                Radial Velocity      1   3.724700e+03  1.45000    48.43 2011
## 637                Radial Velocity      1   3.668000e+03  4.01000    46.51 2006
## 638                Radial Velocity      1   3.638000e+03  6.90000    43.57 2012
## 639                Radial Velocity      1   3.630000e+03  9.61000    36.36 2012
## 640                Radial Velocity      1   3.416000e+03  0.64000     4.94 2008
## 641                Radial Velocity      1   3.383000e+03  3.15000    51.36 2002
## 642                Radial Velocity      1   3.342000e+03  0.94700    18.06 2006
## 643                Radial Velocity      1   2.890000e+03 11.00000    87.87 2011
## 644                Radial Velocity      1   2.819654e+03  9.17000    54.71 2002
## 645                Radial Velocity      1   2.754000e+03  1.78000    18.06 2009
## 646                Radial Velocity      1   2.597000e+03  1.88000    33.01 2004
## 647                Radial Velocity      1   2.582700e+03  1.71000    47.26 2005
## 648                Radial Velocity      1   2.502000e+03  1.55000     3.22 2000
## 649                Radial Velocity      1   2.496000e+03  1.65000    55.01 2009
## 650                Radial Velocity      1   2.443000e+03  2.54000    54.92 2009
## 651                Radial Velocity      1   2.371000e+03 25.00000    37.05 2008
## 652                Radial Velocity      1   2.288000e+03  0.82000    12.12 2009
## 653                Radial Velocity      1   2.231000e+03  2.00000    28.76 2003
## 654                Radial Velocity      1   2.209000e+03  1.06000    45.23 2012
## 655                Radial Velocity      1   2.208000e+03  1.45000    44.54 2012
## 656                Radial Velocity      1   2.157000e+03  1.78000    30.88 2009
## 657                Radial Velocity      1   2.097000e+03  3.00000    85.18 2009
## 658                Radial Velocity      1   2.093300e+03       NA       NA 2012
## 659                Radial Velocity      1   2.082000e+03  4.50000    97.66 2013
## 660                Radial Velocity      1   2.063818e+03 10.35000    18.21 2001
## 661                Radial Velocity      1   1.973000e+03  2.82000    55.04 2005
## 662                Radial Velocity      1   1.966100e+03  1.34000    48.64 2011
## 663                Radial Velocity      1   1.951000e+03 18.15000    57.21 2008
## 664                Radial Velocity      1   1.928000e+03  5.10000    35.87 2005
## 665                Radial Velocity      1   1.845000e+03  0.95000    56.05 2010
## 666                Radial Velocity      1   1.845000e+03  0.91000     8.77 2006
## 667                Radial Velocity      1   1.840000e+03  1.60000    67.61 2009
## 668                Radial Velocity      1   1.800000e+03  1.15000    96.99 2008
## 669                Radial Velocity      1   1.773400e+03  4.64000    18.15 2002
## 670                Radial Velocity      1   1.733000e+03  0.26600    26.95 2011
## 671                Radial Velocity      1   1.695000e+03  0.92000    42.48 2009
## 672                Radial Velocity      1   1.634000e+03 14.20000    38.26 2009
## 673                Radial Velocity      1   1.630000e+03       NA    56.31 2012
## 674                Radial Velocity      1   1.561000e+03  7.71000    51.97 2003
## 675                Radial Velocity      1   1.544000e+03  1.49000    98.52 2011
## 676                Radial Velocity      1   1.531000e+03  6.92000    37.44 2002
## 677                Radial Velocity      1   1.523000e+03  2.60000    44.05 2009
## 678                Radial Velocity      1   1.475000e+03  7.00000    72.57 2009
## 679                Radial Velocity      1   1.333000e+03  2.58000    32.99 2007
## 680                Radial Velocity      1   1.319000e+03 13.00000    54.92 2010
## 681                Radial Velocity      1   1.313000e+03  0.63000    56.34 2010
## 682                Radial Velocity      1   1.311000e+03  1.26000    33.29 2002
## 683                Radial Velocity      1   1.299000e+03  1.90000   106.38 2011
## 684                Radial Velocity      1   1.294000e+03  2.10000    26.52 2002
## 685                Radial Velocity      1   1.290000e+03  7.80000    67.02 2009
## 686                Radial Velocity      1   1.289000e+03  3.00000    46.93 2002
## 687                Radial Velocity      1   1.279000e+03  4.90000    31.03 2002
## 688                Radial Velocity      1   1.260000e+03  3.06000    53.05 2008
## 689                Radial Velocity      1   1.251000e+03       NA    31.12 2007
## 690                Radial Velocity      1   1.244000e+03  0.38000    68.35 2009
## 691                Radial Velocity      1   1.214000e+03  1.50000    89.13 2006
## 692                Radial Velocity      1   1.183000e+03  4.90000    89.85 2002
## 693                Radial Velocity      1   1.159200e+03  1.37300    26.50 2009
## 694                Radial Velocity      1   1.155000e+03  0.36000    21.92 2005
## 695                Radial Velocity      1   1.145000e+03  0.67000    64.98 2007
## 696                Radial Velocity      1   1.143000e+03  6.80000    28.88 2003
## 697                Radial Velocity      1   1.136100e+03  5.93000    62.11 2002
## 698                Radial Velocity      1   1.125700e+03  9.76000   121.36 2008
## 699                Radial Velocity      1   1.117000e+03  1.16000    56.18 2010
## 700                Radial Velocity      1   1.114000e+03  0.95000    35.00 2002
## 701                Radial Velocity      1   1.096200e+03  0.16800    29.55 2011
## 702                Radial Velocity      1   1.075200e+03  6.21000    32.56 1999
## 703                Radial Velocity      1   1.057000e+03  3.12000    59.35 2008
## 704                Radial Velocity      1   1.049000e+03  0.79000    45.01 2009
## 705                Radial Velocity      1   1.038100e+03  1.90000    54.23 2007
## 706                Radial Velocity      1   1.035700e+03  0.79000    32.83 2011
## 707                Radial Velocity      1   1.027000e+03  0.85000    53.05 2009
## 708                Radial Velocity      1   1.001700e+03  6.86000    32.56 2005
## 709                Radial Velocity      1   9.933000e+02 10.30000    73.10 2008
## 710                Radial Velocity      1   9.900000e+02  4.40000    59.84 2009
## 711                Radial Velocity      1   9.892000e+02  0.94000    17.35 2006
## 712                Radial Velocity      1   9.860000e+02  0.75000    44.98 2006
## 713                Radial Velocity      1   9.740000e+02  5.61000    70.97 2007
## 714                Radial Velocity      1   9.630000e+02  2.54000    43.03 2004
## 715                Radial Velocity      1   9.560000e+02  0.37000    55.93 2009
## 716                Radial Velocity      1   9.527000e+02  5.30000    97.18 2008
## 717                Radial Velocity      1   9.510000e+02  4.50000    40.75 2001
## 718                Radial Velocity      1   9.481200e+02  0.22400    38.05 2011
## 719                Radial Velocity      1   9.120000e+02  1.80000   121.07 2011
## 720                Radial Velocity      1   9.033000e+02  1.85000    13.79 2003
## 721                Radial Velocity      1   8.907600e+02  1.79000    48.95 2004
## 722                Radial Velocity      1   8.830000e+02  2.20000   121.36 2011
## 723                Radial Velocity      1   8.755000e+02  9.90000   352.11 2012
## 724                Radial Velocity      1   8.747740e+02  2.21000    56.95 2008
## 725                Radial Velocity      1   8.680000e+02  1.40000   130.89 2011
## 726                Radial Velocity      1   8.518000e+02  6.10000       NA 2007
## 727                Radial Velocity      1   8.420000e+02  0.75000    55.10 2009
## 728                Radial Velocity      1   8.354770e+02 11.09000    97.66 2009
## 729                Radial Velocity      1   8.290000e+02  0.80000    32.70 2001
## 730                Radial Velocity      1   7.985000e+02       NA    21.41 1996
## 731                Radial Velocity      1   7.926000e+02       NA    58.17 2012
## 732                Radial Velocity      1   7.880000e+02  0.13200    33.96 2009
## 733                Radial Velocity      1   7.781000e+02  5.90000   138.50 2011
## 734                Radial Velocity      1   7.770000e+02  1.96000    53.28 2009
## 735                Radial Velocity      1   7.720000e+02  2.70000   127.88 2011
## 736                Radial Velocity      1   7.630000e+02  2.60000    19.84 2011
## 737                Radial Velocity      1   7.457000e+02  5.30000   307.69 2011
## 738                Radial Velocity      1   7.384590e+02  2.61000    34.60 2001
## 739                Radial Velocity      1   7.143000e+02 10.60000       NA 2007
## 740                Radial Velocity      1   7.110000e+02  6.54000    66.49 2005
## 741                Radial Velocity      1   7.050000e+02  1.30000   112.23 2011
## 742                Radial Velocity      1   7.000000e+02  1.16000    87.41 2008
## 743                Radial Velocity      1   6.963000e+02 10.70000    99.40 2009
## 744                Radial Velocity      1   6.919000e+02       NA    81.50 2012
## 745                Radial Velocity      1   6.890000e+02  1.50000   182.82 2011
## 746                Radial Velocity      1   6.778000e+02 19.80000       NA 2007
## 747                Radial Velocity      1   6.750000e+02  1.94000   100.00 2007
## 748                Radial Velocity      1   6.721000e+02 11.10000   289.02 2012
## 749                Radial Velocity      1   6.700000e+02  2.10000   110.62 2011
## 750                Radial Velocity      1   6.630000e+02  3.30000   115.47 2009
## 751                Radial Velocity      1   6.556000e+02  5.10000    37.54 2008
## 752                Radial Velocity      1   6.532200e+02  9.70000    33.46 2002
## 753                Radial Velocity      1   6.473000e+02  4.00000   221.24 2011
## 754                Radial Velocity      1   6.150000e+02  0.29000    35.88 2011
## 755                Radial Velocity      1   6.100000e+02  2.20000   170.07 2009
## 756                Radial Velocity      1   6.064000e+02  2.70000    37.98 2009
## 757                Radial Velocity      1   5.983000e+02  0.32800    10.32 2009
## 758                Radial Velocity      1   5.949000e+02  7.60000    47.53 2006
## 759                Radial Velocity      1   5.919000e+02  1.90000    36.02 2006
## 760                Radial Velocity      1   5.896400e+02  2.90000    10.34 2006
## 761                Radial Velocity      1   5.782000e+02       NA       NA 2012
## 762                Radial Velocity      1   5.723800e+02  7.75000    41.95 1999
## 763                Radial Velocity      1   5.380000e+02  1.83000       NA 2007
## 764                Radial Velocity      1   5.330000e+02  6.10000     7.01 2010
## 765                Radial Velocity      1   5.284000e+02  1.21000    12.87 2003
## 766                Radial Velocity      1   5.280700e+02 13.65000    31.79 2011
## 767                Radial Velocity      1   5.266200e+02  1.56000    44.05 2007
## 768                Radial Velocity      1   5.210000e+02  1.80000   114.15 2011
## 769                Radial Velocity      1   5.162200e+02 10.50000   119.47 2009
## 770                Radial Velocity      1   5.110980e+02  8.82000    31.33 2002
## 771                Radial Velocity      1   5.070000e+02  1.20000   149.03 2009
## 772                Radial Velocity      1   5.017500e+02  6.90000       NA 2009
## 773                Radial Velocity      1   5.000000e+02  1.07000    27.13 2002
## 774                Radial Velocity      1   4.994000e+02  2.73000    51.87 2008
## 775                Radial Velocity      1   4.989000e+02  0.68000    84.03 2009
## 776                Radial Velocity      1   4.937000e+02  1.10000    20.43 2001
## 777                Radial Velocity      1   4.805000e+02  6.00000    80.06 2012
## 778                Radial Velocity      1   4.791000e+02  3.88000    97.28 2008
## 779                Radial Velocity      1   4.790000e+02  1.60000   114.55 2009
## 780                Radial Velocity      1   4.720000e+02  0.58000    50.43 2010
## 781                Radial Velocity      1   4.716000e+02 14.00000   300.30 2005
## 782                Radial Velocity      1   4.662000e+02  1.37000    22.38 2003
## 783                Radial Velocity      1   4.660000e+02  0.50000    53.82 2010
## 784                Radial Velocity      1   4.651000e+02 14.30000    50.18 2009
## 785                Radial Velocity      1   4.643000e+02  2.00000   106.38 2009
## 786                Radial Velocity      1   4.564600e+02  1.26000    52.63 2004
## 787                Radial Velocity      1   4.561000e+02  3.09000    52.88 2007
## 788                Radial Velocity      1   4.434000e+02  2.60000   138.50 2011
## 789                Radial Velocity      1   4.421000e+02  1.23000    21.29 1998
## 790                Radial Velocity      1   4.393000e+02  0.50200    60.46 2005
## 791                Radial Velocity      1   4.369000e+02  1.80000   150.38 2011
## 792                Radial Velocity      1   4.318800e+02  2.07000    77.82 2001
## 793                Radial Velocity      1   4.318000e+02  3.10000   167.50 2011
## 794                Radial Velocity      1   4.285000e+02  8.78000    38.52 2009
## 795                Radial Velocity      1   4.238410e+02  1.28000    18.24 2000
## 796                Radial Velocity      1   4.207700e+02  1.70000    50.00 2007
## 797                Radial Velocity      1   4.182000e+02  2.51000    80.58 2007
## 798                Radial Velocity      1   4.179000e+02       NA    70.42 2012
## 799                Radial Velocity      1   4.071500e+02  0.09610    15.56 2011
## 800                Radial Velocity      1   3.960300e+02       NA   131.75 2010
## 801                Radial Velocity      1   3.926000e+02  0.91000       NA 2011
## 802                Radial Velocity      1   3.880000e+02  9.10000    20.98 2005
## 803                Radial Velocity      1   3.871000e+02  1.70000   168.92 2011
## 804                Radial Velocity      1   3.863000e+02  1.62000    34.57 2003
## 805                Radial Velocity      1   3.859000e+02  5.59000    39.56 2001
## 806                Radial Velocity      1   3.837000e+02  1.16000    52.80 2007
## 807                Radial Velocity      1   3.808500e+02  1.99000    44.50 2008
## 808                Radial Velocity      1   3.808000e+02  1.80000    20.21 2010
## 809                Radial Velocity      1   3.733000e+02  2.30000   121.80 2009
## 810                Radial Velocity      1   3.632000e+02       NA    37.78 2010
## 811                Radial Velocity      1   3.611000e+02  0.90000   132.80 2011
## 812                Radial Velocity      1   3.599000e+02  4.60000       NA 2007
## 813                Radial Velocity      1   3.595546e+02 10.57000    49.00 2007
## 814                Radial Velocity      1   3.580000e+02  0.64000    32.62 2009
## 815                Radial Velocity      1   3.560000e+02  2.30000   131.41 2009
## 816                Radial Velocity      1   3.548000e+02       NA    55.93 2007
## 817                Radial Velocity      1   3.515000e+02  2.50000    67.39 2007
## 818                Radial Velocity      1   3.449500e+02  3.71000   133.16 2003
## 819                Radial Velocity      1   3.351000e+02  9.88000    39.43 2009
## 820                Radial Velocity      1   3.315000e+02  0.96000    59.28 2009
## 821                Radial Velocity      1   3.300000e+02  0.22300    38.45 2011
## 822                Radial Velocity      1   3.278000e+02  0.60000    54.94 2010
## 823                Radial Velocity      1   3.266000e+02  1.30000   136.80 2011
## 824                Radial Velocity      1   3.260300e+02 19.40000   110.62 2007
## 825                Radial Velocity      1   3.258100e+02  3.86000    32.32 2000
## 826                Radial Velocity      1   3.240000e+02  2.83000    37.42 2013
## 827                Radial Velocity      1   3.236000e+02  2.70000   134.95 2008
## 828                Radial Velocity      1   3.116000e+02  1.60000   115.21 2013
## 829                Radial Velocity      1   3.112880e+02  1.94000    17.24 1999
## 830                Radial Velocity      1   3.055000e+02 20.60000    92.51 2013
## 831                Radial Velocity      1   3.030000e+02  5.25000    92.51 2003
## 832                Radial Velocity      1   2.973000e+02  0.61000   127.55 2007
## 833                Radial Velocity      1   2.824000e+02  0.48000    51.81 2010
## 834                Radial Velocity      1   2.798000e+02  1.37000    90.33 2008
## 835                Radial Velocity      1   2.770200e+02  1.70000    80.64 2013
## 836                Radial Velocity      1   2.693000e+02  7.10000    77.40 2006
## 837                Radial Velocity      1   2.689400e+02  1.47000    50.03 2009
## 838                Radial Velocity      1   2.641500e+02  4.01000    33.33 2002
## 839                Radial Velocity      1   2.567800e+02  8.44000    38.99 1999
## 840                Radial Velocity      1   2.270000e+02  1.80000    44.15 2002
## 841                Radial Velocity      1   2.257000e+02  0.21000    29.94 2010
## 842                Radial Velocity      1   1.995050e+02  8.30000   102.04 2003
## 843                Radial Velocity      1   1.920000e+02  6.57500       NA 2013
## 844                Radial Velocity      1   1.878300e+02       NA    84.03 2012
## 845                Radial Velocity      1   1.858400e+02  4.80000    76.39 2008
## 846                Radial Velocity      1   1.840200e+02  2.70000    88.26 2007
## 847                Radial Velocity      1   1.814000e+02  3.20000    45.52 2013
## 848                Radial Velocity      1   1.771100e+02  7.60000   150.60 2011
## 849                Radial Velocity      1   1.763000e+02  2.90000   126.10 2010
## 850                Radial Velocity      1   1.639000e+02  5.02000    65.79 2008
## 851                Radial Velocity      1   1.575700e+02  1.70000   140.85 2011
## 852                Radial Velocity      1   1.575400e+02  3.04000   117.37 2009
## 853                Radial Velocity      1   1.435800e+02  0.37000    28.90 2005
## 854                Radial Velocity      1   1.416000e+02  1.08000   108.46 2007
## 855                Radial Velocity      1   1.374800e+02  1.11000   175.44 2013
## 856                Radial Velocity      1   1.367500e+02  2.80000    62.66 2007
## 857                Radial Velocity      1   1.337100e+02  3.37000    17.62 2000
## 858                Radial Velocity      1   1.310500e+02  9.71000    35.37 2011
## 859                Radial Velocity      1   1.246000e+02  9.18000   149.25 2013
## 860                Radial Velocity      1   1.230000e+02  0.45000    43.99 2004
## 861                Radial Velocity      1   1.221000e+02  0.05000     9.24 2010
## 862                Radial Velocity      1   1.217100e+02  1.54000       NA 2014
## 863                Radial Velocity      1   1.189600e+02  1.13000    28.07 2000
## 864                Radial Velocity      1   1.184500e+02  0.65000    37.89 2003
## 865                Radial Velocity      1   1.166884e+02       NA    18.11 1996
## 866                Radial Velocity      1   1.117000e+02  2.10000    14.90 2009
## 867                Radial Velocity      1   1.114357e+02       NA    29.04 2001
## 868                Radial Velocity      1   1.048400e+02  0.12000    33.48 2011
## 869                Radial Velocity      1   1.039500e+02  5.76000    55.19 2008
## 870                Radial Velocity      1   8.388800e+01 11.68000    40.57 1989
## 871                Radial Velocity      1   7.552300e+01  0.26000    35.91 2000
## 872                Radial Velocity      1   7.148400e+01  7.03000    46.73 2001
## 873                Radial Velocity      1   7.046000e+01  0.30000    30.50 2005
## 874                Radial Velocity      1   6.827000e+01  0.77000    65.62 2010
## 875                Radial Velocity      1   6.333000e+01  1.22000    44.37 2003
## 876                Radial Velocity      1   6.221800e+01  0.22900    11.11 2003
## 877                Radial Velocity      1   5.843000e+01  0.01133    11.15 2011
## 878                Radial Velocity      1   5.700000e+01  0.47000    23.80 2010
## 879                Radial Velocity      1   5.580600e+01  0.18600    20.82 2009
## 880                Radial Velocity      1   4.977000e+01  0.05700    22.09 2009
## 881                Radial Velocity      1   4.805600e+01  0.21000    51.26 2005
## 882                Radial Velocity      1   4.784000e+01  0.09800    49.33 2009
## 883                Radial Velocity      1   4.360000e+01  0.47000    36.14 2008
## 884                Radial Velocity      1   4.139700e+01  0.29800    11.03 2010
## 885                Radial Velocity      1   3.984500e+01  1.04000    17.43 1997
## 886                Radial Velocity      1   3.696000e+01  2.49000    93.20 2007
## 887                Radial Velocity      1   2.673000e+01  0.71000    94.07 2006
## 888                Radial Velocity      1   2.582700e+01  0.17800    38.02 2004
## 889                Radial Velocity      1   2.434800e+01  0.72000    19.89 1999
## 890                Radial Velocity      1   2.209000e+01  0.48000    40.32 2003
## 891                Radial Velocity      1   2.121663e+01       NA    78.25 2007
## 892                Radial Velocity      1   2.081330e+01  0.17200    42.00 2005
## 893                Radial Velocity      1   1.859600e+01  0.01930    18.08 2011
## 894                Radial Velocity      1   1.820163e+01  3.70000    37.35 1999
## 895                Radial Velocity      1   1.817900e+01  0.33000    86.88 2006
## 896                Radial Velocity      1   1.799100e+01  0.62000    42.37 2005
## 897                Radial Velocity      1   1.724000e+01  0.06960    25.54 2008
## 898                Radial Velocity      1   1.620000e+01  1.25000   223.21 2010
## 899                Radial Velocity      1   1.576491e+01  3.91000    10.91 1999
## 900                Radial Velocity      1   1.560900e+01  0.04050    21.85 2005
## 901                Radial Velocity      1   1.447600e+01  0.08000    63.69 2008
## 902                Radial Velocity      1   1.427500e+01  0.03160    17.72 2011
## 903                Radial Velocity      1   1.089850e+01  0.26100    38.56 2002
## 904                Radial Velocity      1   1.070850e+01  1.04000    29.76 1999
## 905                Radial Velocity      1   9.673700e+00  0.04100    27.45 2009
## 906                Radial Velocity      1   9.494000e+00  0.02600    21.30 2010
## 907                Radial Velocity      1   8.783600e+00  0.02650     9.42 2008
## 908                Radial Velocity      1   8.428198e+00 14.40000    31.26 2002
## 909                Radial Velocity      1   7.370900e+00  0.01800     9.04 2011
## 910                Radial Velocity      1   6.958000e+00  0.34000       NA 2014
## 911                Radial Velocity      1   6.838000e+00  0.94000    47.37 2006
## 912                Radial Velocity      1   6.495000e+00  0.96000   121.07 2010
## 913                Radial Velocity      1   6.403000e+00  0.23000    43.12 2002
## 914                Radial Velocity      1   6.276000e+00  1.90000    58.82 2001
## 915                Radial Velocity      1   6.133500e+00  2.13000    88.57 2005
## 916                Radial Velocity      1   5.888100e+00  0.36700    53.08 2013
## 917                Radial Velocity      1   5.887200e+00  0.04000    22.04 2011
## 918                Radial Velocity      1   5.736100e+00       NA    41.27 2012
## 919                Radial Velocity      1   5.397800e+00  0.02900    16.82 2008
## 920                Radial Velocity      1   5.240000e+00  0.28000    59.03 2005
## 921                Radial Velocity      1   5.118000e+00  0.40000       NA 2014
## 922                Radial Velocity      1   5.050500e+00  1.06800    44.46 2013
## 923                Radial Velocity      1   4.943700e+00  0.11500    40.73 2002
## 924                Radial Velocity      1   4.693800e+00  0.03500     4.54 2007
## 925                Radial Velocity      1   4.645500e+00  0.01300    24.05 2010
## 926                Radial Velocity      1   4.426400e+00       NA       NA 2012
## 927                Radial Velocity      1   4.230785e+00  0.47200    15.36 1995
## 928                Radial Velocity      1   4.113775e+00  0.45000    28.98 2006
## 929                Radial Velocity      1   4.072000e+00  1.33000    63.49 2005
## 930                Radial Velocity      1   3.971000e+00  0.19700    59.70 2002
## 931                Radial Velocity      1   3.833500e+00  0.06000    81.10 2007
## 932                Radial Velocity      1   3.524749e+00       NA    47.08 1999
## 933                Radial Velocity      1   3.510000e+00  0.42000    28.94 1999
## 934                Radial Velocity      1   3.487770e+00       NA    80.00 2000
## 935                Radial Velocity      1   3.444200e+00  0.48000    53.71 2005
## 936                Radial Velocity      1   3.416000e+00  0.22000    74.46 2004
## 937                Radial Velocity      1   3.369000e+00  0.76000    50.20 2004
## 938                Radial Velocity      1   3.337140e+00       NA    25.20 2012
## 939                Radial Velocity      1   3.313500e+00  3.90000    15.60 1996
## 940                Radial Velocity      1   3.235700e+00  0.00360     1.35 2012
## 941                Radial Velocity      1   3.092500e+00  0.95000    27.05 2000
## 942                Radial Velocity      1   3.024000e+00  0.24900    33.41 2000
## 943                Radial Velocity      1   2.985625e+00  0.40000    43.53 2002
## 944                Radial Velocity      1   2.875891e+00       NA    78.86 2005
## 945                Radial Velocity      1   2.817822e+00  0.38000    35.80 2005
## 946                Radial Velocity      1   2.645610e+00  0.02200    19.80 2010
## 947                Radial Velocity      1   2.643850e+00       NA    10.23 2004
## 948                Radial Velocity      1   2.548580e+00  1.87000    36.52 2003
## 949                Radial Velocity      1   2.391000e+00 15.50000    76.51 2009
## 950                Radial Velocity      1   2.245715e+00  0.45000    52.72 2005
## 951                Radial Velocity      1   2.218576e+00       NA    19.25 2005
## 952                Radial Velocity      1   2.145100e+00       NA       NA 2012
## 953                Radial Velocity      1   2.137500e+00  1.50000    91.16 2006
## 954                Radial Velocity      1   1.328300e+00 18.37000    43.03 2003
## 955    Pulsation Timing Variations      1   1.170000e+03       NA       NA 2007
## 956                  Pulsar Timing      3   9.821140e+01       NA       NA 1994
## 957                  Pulsar Timing      3   6.654190e+01       NA       NA 1992
## 958                  Pulsar Timing      3   2.526200e+01       NA       NA 1992
## 959                  Pulsar Timing      1   3.652500e+04       NA       NA 2003
## 960                  Pulsar Timing      1   9.070629e-02       NA  1200.00 2011
## 961  Orbital Brightness Modulation      2   3.428870e-01       NA  1180.00 2011
## 962  Orbital Brightness Modulation      2   2.401040e-01       NA  1180.00 2011
## 963  Orbital Brightness Modulation      1   1.544929e+00       NA       NA 2013
## 964                   Microlensing      2   5.100000e+03       NA       NA 2008
## 965                   Microlensing      2   1.825000e+03       NA       NA 2008
## 966                   Microlensing      2             NA       NA  4080.00 2012
## 967                   Microlensing      2             NA       NA  4080.00 2012
## 968                   Microlensing      1   3.600000e+03       NA       NA 2005
## 969                   Microlensing      1   3.500000e+03       NA       NA 2005
## 970                   Microlensing      1   3.300000e+03       NA       NA 2006
## 971                   Microlensing      1   2.780000e+03       NA       NA 2011
## 972                   Microlensing      1   1.970000e+03       NA       NA 2010
## 973                   Microlensing      1             NA       NA  7720.00 2012
## 974                   Microlensing      1             NA       NA  7560.00 2013
## 975                   Microlensing      1             NA       NA  4970.00 2013
## 976                   Microlensing      1             NA       NA  3600.00 2013
## 977                   Microlensing      1             NA       NA  2800.00 2012
## 978                   Microlensing      1             NA       NA  2570.00 2012
## 979                   Microlensing      1             NA       NA  2300.00 2012
## 980                   Microlensing      1             NA       NA  1760.00 2013
## 981                   Microlensing      1             NA       NA       NA 2010
## 982                   Microlensing      1             NA       NA       NA 2009
## 983                   Microlensing      1             NA       NA       NA 2009
## 984                   Microlensing      1             NA       NA       NA 2008
## 985                   Microlensing      1             NA       NA       NA 2008
## 986                   Microlensing      1             NA       NA       NA 2004
## 987                        Imaging      4   1.700000e+05       NA    39.94 2008
## 988                        Imaging      4   6.900000e+04       NA    39.94 2008
## 989                        Imaging      4   3.700000e+04       NA    39.94 2008
## 990                        Imaging      4   1.800000e+04       NA    39.94 2010
## 991                        Imaging      1   7.300000e+05       NA       NA 2006
## 992                        Imaging      1   3.182800e+05       NA     7.69 2008
## 993                        Imaging      1   4.000000e+04       NA       NA 2011
## 994                        Imaging      1   1.003750e+04       NA    23.10 2011
## 995                        Imaging      1   8.679700e+03       NA    26.67 2009
## 996                        Imaging      1   7.336500e+03       NA    25.00 2009
## 997                        Imaging      1   6.000000e+03       NA    19.28 2008
## 998                        Imaging      1   4.639150e+03       NA    12.21 2009
## 999                        Imaging      1             NA       NA   165.00 2007
## 1000                       Imaging      1             NA       NA   145.00 2013
## 1001                       Imaging      1             NA       NA   145.00 2010
## 1002                       Imaging      1             NA       NA   145.00 2008
## 1003                       Imaging      1             NA       NA   140.00 2010
## 1004                       Imaging      1             NA       NA   140.00 2004
## 1005                       Imaging      1             NA       NA   139.00 2004
## 1006                       Imaging      1             NA       NA   135.00 2013
## 1007                       Imaging      1             NA       NA   131.93 2010
## 1008                       Imaging      1             NA       NA   120.00 2013
## 1009                       Imaging      1             NA       NA    91.83 2013
## 1010                       Imaging      1             NA       NA    91.57 2013
## 1011                       Imaging      1             NA       NA    52.40 2004
## 1012                       Imaging      1             NA       NA    52.03 2012
## 1013                       Imaging      1             NA       NA    45.52 2005
## 1014                       Imaging      1             NA       NA    40.85 2006
## 1015                       Imaging      1             NA       NA    36.00 2013
## 1016                       Imaging      1             NA       NA    19.20 2011
## 1017                       Imaging      1             NA       NA    18.39 2006
## 1018                       Imaging      1             NA       NA    17.95 2013
## 1019                       Imaging      1             NA       NA    11.43 2010
## 1020                       Imaging      1             NA       NA    10.10 2012
## 1021                       Imaging      1             NA       NA       NA 2010
## 1022                       Imaging      1             NA       NA       NA 2008
## 1023                       Imaging      1             NA       NA       NA 2008
## 1024                       Imaging      1             NA       NA       NA 2006
## 1025     Eclipse Timing Variations      2   5.840000e+03       NA       NA 2011
## 1026     Eclipse Timing Variations      2   5.767000e+03       NA   130.72 2008
## 1027     Eclipse Timing Variations      2   5.573550e+03       NA   500.00 2010
## 1028     Eclipse Timing Variations      2   3.321000e+03       NA   130.72 2008
## 1029     Eclipse Timing Variations      2   2.883500e+03       NA   500.00 2010
## 1030     Eclipse Timing Variations      2   1.916250e+03       NA       NA 2011
## 1031     Eclipse Timing Variations      1   1.022000e+04  6.05000       NA 2009
## 1032     Eclipse Timing Variations      1   4.343500e+03  4.20000       NA 2012
## 1033     Eclipse Timing Variations      1   2.900000e+03       NA       NA 2011
## 1034                    Astrometry      1   1.016000e+03       NA    14.98 2010
## 1035                    Astrometry      1   2.463600e+02       NA    20.77 2013
head(sorted_df) # Menampilkan 6 baris teratas setelah pengurutan
##                      method number orbital_period mass distance year
## 1 Transit Timing Variations      3             NA   NA       NA 2014
## 2 Transit Timing Variations      2       160.0000   NA     2119 2011
## 3 Transit Timing Variations      2        57.0110   NA      855 2012
## 4 Transit Timing Variations      2        22.3395   NA      339 2013
## 5                   Transit      7       331.6006   NA      780 2013
## 6                   Transit      7       210.6070   NA      780 2013

Filter

Memfilter zona dengan ‘zone_length’ lebih dari 10

filtered_df <- df %>%
  filter(year > 2008)
print(filtered_df)
##                            method number orbital_period     mass distance year
## 1                 Radial Velocity      1   7.630000e+02  2.60000    19.84 2011
## 2                 Radial Velocity      1   5.162200e+02 10.50000   119.47 2009
## 3                 Radial Velocity      2   4.528000e+02  1.99000    74.79 2010
## 4                 Radial Velocity      2   8.830000e+02  0.86000    74.79 2010
## 5                 Radial Velocity      1   3.351000e+02  9.88000    39.43 2009
## 6                 Radial Velocity      3   1.400200e+04  1.64000    14.08 2009
## 7                 Radial Velocity      5   7.365400e-01       NA    12.53 2011
## 8                 Radial Velocity      3   4.215000e+00  0.01600     8.52 2009
## 9                 Radial Velocity      3   3.802100e+01  0.05700     8.52 2009
## 10                Radial Velocity      3   1.230100e+02  0.07200     8.52 2009
## 11                Radial Velocity      1   6.919000e+02       NA    81.50 2012
## 12                Radial Velocity      1   1.814000e+02  3.20000    45.52 2013
## 13      Eclipse Timing Variations      1   1.022000e+04  6.05000       NA 2009
## 14                        Imaging      1             NA       NA   145.00 2013
## 15      Eclipse Timing Variations      2   5.573550e+03       NA   500.00 2010
## 16      Eclipse Timing Variations      2   2.883500e+03       NA   500.00 2010
## 17      Eclipse Timing Variations      1   2.900000e+03       NA       NA 2011
## 18      Eclipse Timing Variations      1   4.343500e+03  4.20000       NA 2012
## 19      Eclipse Timing Variations      2   5.840000e+03       NA       NA 2011
## 20      Eclipse Timing Variations      2   1.916250e+03       NA       NA 2011
## 21                Radial Velocity      1   3.808000e+02  1.80000    20.21 2010
## 22                Radial Velocity      1   3.235700e+00  0.00360     1.35 2012
## 23                Radial Velocity      1   4.179000e+02       NA    70.42 2012
## 24                Radial Velocity      1   4.285000e+02  8.78000    38.52 2009
## 25                        Imaging      1             NA       NA    52.03 2012
## 26                Radial Velocity      2   5.303200e+02       NA    46.84 2012
## 27                Radial Velocity      2   3.186000e+03       NA    46.84 2012
## 28                Radial Velocity      1   2.770200e+02  1.70000    80.64 2013
## 29                Radial Velocity      1   1.878300e+02       NA    84.03 2012
## 30                Radial Velocity      1   1.630000e+03       NA    56.31 2012
## 31                Radial Velocity      1   3.055000e+02 20.60000    92.51 2013
## 32                Radial Velocity      4   3.848860e+03  1.05900    13.47 2010
## 33                        Imaging      1             NA       NA    36.00 2013
## 34                        Imaging      1             NA       NA   140.00 2010
## 35                        Imaging      1   4.639150e+03       NA    12.21 2009
## 36                        Imaging      1   7.336500e+03       NA    25.00 2009
## 37                        Imaging      1   8.679700e+03       NA    26.67 2009
## 38                Radial Velocity      2   5.600000e+00  0.04500    42.09 2009
## 39                Radial Velocity      2   2.376000e+02  0.33000    42.09 2009
## 40                Radial Velocity      2   3.872800e+00  0.02700    20.10 2013
## 41                Radial Velocity      2   1.259400e+02  0.17000    20.10 2013
## 42                Radial Velocity      1   2.689400e+02  1.47000    50.03 2009
## 43                Radial Velocity      1   1.374800e+02  1.11000   175.44 2013
## 44                Radial Velocity      2   3.796300e+02 21.42000       NA 2009
## 45                Radial Velocity      2   6.219900e+02 12.47000       NA 2009
## 46                Radial Velocity      1   5.782000e+02       NA       NA 2012
## 47                Radial Velocity      1   3.926000e+02  0.91000       NA 2011
## 48                        Imaging      1   1.003750e+04       NA    23.10 2011
## 49                        Transit      1   4.037896e+00       NA       NA 2009
## 50                        Transit      1   8.886593e+00       NA       NA 2009
## 51                        Transit      2   8.535850e-01       NA   150.00 2009
## 52                Radial Velocity      2   3.698000e+00       NA   150.00 2009
## 53                        Transit      1   6.212290e+00       NA   380.00 2010
## 54                        Transit      1   9.527380e+01       NA   460.00 2009
## 55                        Transit      1   1.324060e+01       NA   345.00 2010
## 56                        Transit      1   2.994330e+00       NA   560.00 2010
## 57                        Transit      1   2.828042e+00       NA  1150.00 2010
## 58                        Transit      1   4.035190e+00       NA  1060.00 2010
## 59                        Transit      1   1.512140e+00       NA  1340.00 2010
## 60                        Transit      1   5.352270e+00       NA   840.00 2011
## 61                        Transit      1   3.768100e+00       NA   920.00 2011
## 62                        Transit      1   1.900069e+00       NA   870.00 2011
## 63                        Transit      1   3.897130e+00       NA   770.00 2011
## 64                        Transit      1   9.242850e+00       NA  1230.00 2011
## 65                        Transit      1   3.631300e+00       NA   600.00 2011
## 66                        Transit      1   3.575320e+00       NA       NA 2014
## 67                     Astrometry      1   2.463600e+02       NA    20.77 2013
## 68                Radial Velocity      3   8.631000e+00  0.03500    14.97 2013
## 69                Radial Velocity      3   2.560000e+01  0.02400    14.97 2013
## 70                Radial Velocity      3   6.030000e+02  0.07900    14.97 2013
## 71                Radial Velocity      1   2.288000e+03  0.82000    12.12 2009
## 72                Radial Velocity      2   7.100000e+03  1.60000    15.10 2011
## 73                Radial Velocity      1   4.100000e+03  2.30000    20.03 2013
## 74                Radial Velocity      1   7.370900e+00  0.01800     9.04 2011
## 75                        Imaging      1             NA       NA    17.95 2013
## 76                Radial Velocity      1   5.983000e+02  0.32800    10.32 2009
## 77                Radial Velocity      6   7.200400e+00  0.01800     6.80 2011
## 78                Radial Velocity      6   2.814000e+01  0.01200     6.80 2011
## 79                Radial Velocity      6   9.161000e+01  0.01600     6.80 2013
## 80                Radial Velocity      6   6.224000e+01  0.00800     6.80 2013
## 81                Radial Velocity      6   3.902600e+01  0.00800     6.80 2013
## 82                Radial Velocity      6   2.562000e+02  0.01400     6.80 2013
## 83                Radial Velocity      3   1.050300e+03  4.95000    16.13 2010
## 84                Radial Velocity      3   3.600000e+00  0.01400    16.13 2012
## 85                Radial Velocity      3   3.537000e+01  0.03600    16.13 2012
## 86                Radial Velocity      4   1.242600e+02  0.04600     4.70 2010
## 87                        Transit      1   1.580405e+00       NA       NA 2009
## 88                Radial Velocity      1   3.337140e+00       NA    25.20 2012
## 89                Radial Velocity      1   2.645610e+00  0.02200    19.80 2010
## 90                        Imaging      1             NA       NA   145.00 2010
## 91                        Transit      1   3.213060e+00       NA   142.50 2009
## 92                        Transit      2   2.916260e+00       NA   214.00 2009
## 93                Radial Velocity      2   4.285000e+02 15.20000   214.00 2009
## 94                        Transit      1   4.627669e+00       NA   205.00 2010
## 95                        Transit      1   1.086350e+01       NA   190.00 2010
## 96                        Transit      1   2.775960e+00       NA   235.00 2010
## 97                        Transit      2   1.033852e+01       NA    90.00 2010
## 98                Radial Velocity      2   5.584000e+03  3.40000    90.00 2010
## 99                        Transit      1   5.508023e+00       NA   166.00 2010
## 100                       Transit      1   4.008778e+00       NA   215.00 2010
## 101                       Transit      1   2.875317e+00       NA    70.00 2010
## 102                       Transit      1   4.124481e+00       NA   254.00 2010
## 103                       Transit      1   3.212220e+00       NA    82.00 2010
## 104                       Transit      1   1.212884e+00       NA   393.00 2010
## 105                       Transit      1   3.355240e+00       NA   396.00 2010
## 106                       Transit      1   3.652836e+00       NA   297.00 2010
## 107                       Transit      1   4.234516e+00       NA   134.00 2010
## 108                       Transit      1   3.039577e+00       NA   204.00 2011
## 109                       Transit      1   3.257215e+00       NA   395.00 2011
## 110                       Transit      1   5.723186e+00       NA   322.00 2011
## 111                       Transit      1   2.810595e+00       NA   193.00 2011
## 112                       Transit      2   5.005425e+00       NA   354.00 2011
## 113               Radial Velocity      2   1.022000e+03  3.40000   354.00 2011
## 114                       Transit      1   2.150008e+00       NA   283.00 2011
## 115                       Transit      1   3.474474e+00       NA   387.00 2011
## 116                       Transit      1   5.452654e+00       NA   257.00 2011
## 117                       Transit      1   3.646706e+00       NA   535.00 2011
## 118                       Transit      1   1.327347e+00       NA   317.00 2011
## 119                       Transit      1   2.797436e+00       NA   411.00 2011
## 120                       Transit      1   4.640382e+00       NA   249.00 2012
## 121                       Transit      1   3.543870e+00       NA   642.00 2012
## 122                       Transit      1   4.457243e+00       NA   501.00 2012
## 123                       Transit      1   2.694047e+00       NA   344.00 2012
## 124                       Transit      1   4.641878e+00       NA   447.00 2012
## 125                       Transit      1   3.332687e+00       NA   542.00 2012
## 126                       Transit      1   2.691548e+00       NA   322.00 2014
## 127                       Transit      1   3.446459e+00       NA   303.00 2012
## 128                       Transit      1   1.354133e+00       NA   360.00 2013
## 129                       Transit      1   3.547851e+00       NA   453.00 2013
## 130               Radial Velocity      2   6.005000e+03  5.30000    25.64 2012
## 131               Radial Velocity      2   5.772700e+00  0.02400    23.44 2009
## 132               Radial Velocity      2   1.350500e+01  0.01860    23.44 2011
## 133               Radial Velocity      1   4.318000e+02  3.10000   167.50 2011
## 134               Radial Velocity      1   5.330000e+02  6.10000     7.01 2010
## 135               Radial Velocity      1   3.116000e+02  1.60000   115.21 2013
## 136               Radial Velocity      1   3.560000e+02  2.30000   131.41 2009
## 137               Radial Velocity      2   3.602000e+02  2.37000    56.50 2012
## 138               Radial Velocity      2   2.732000e+03  2.37000    56.50 2012
## 139               Radial Velocity      1   7.770000e+02  1.96000    53.28 2009
## 140               Radial Velocity      1   7.926000e+02       NA    58.17 2012
## 141               Radial Velocity      1   1.771100e+02  7.60000   150.60 2011
## 142               Radial Velocity      1   2.496000e+03  1.65000    55.01 2009
## 143               Radial Velocity      1   6.150000e+02  0.29000    35.88 2011
## 144               Radial Velocity      2   1.275000e+03  1.11000    38.52 2011
## 145               Radial Velocity      2   4.046000e+03  2.00000    38.52 2011
## 146               Radial Velocity      1   1.313000e+03  0.63000    56.34 2010
## 147               Radial Velocity      1   1.634000e+03 14.20000    38.26 2009
## 148               Radial Velocity      2   3.005200e+01  0.70000    52.85 2009
## 149               Radial Velocity      2   1.929000e+02  1.82000    52.85 2009
## 150               Radial Velocity      6   5.759620e+00  0.04100    39.39 2010
## 151               Radial Velocity      6   1.635670e+01  0.03800    39.39 2010
## 152               Radial Velocity      6   4.974700e+01  0.08000    39.39 2010
## 153               Radial Velocity      6   1.227200e+02  0.07400    39.39 2010
## 154               Radial Velocity      6   6.020000e+02  0.06700    39.39 2010
## 155               Radial Velocity      6   2.248000e+03  0.20500    39.39 2010
## 156               Radial Velocity      2   1.418200e+01  0.03250    28.60 2011
## 157               Radial Velocity      2   5.383200e+01  0.03600    28.60 2011
## 158               Radial Velocity      2   1.938200e+01  0.86500    66.89 2013
## 159               Radial Velocity      2   9.310000e+02  5.13000    66.89 2013
## 160               Radial Velocity      1   4.218000e+03  1.88000    45.52 2009
## 161               Radial Velocity      1   9.900000e+02  4.40000    59.84 2009
## 162               Radial Velocity      1   4.651000e+02 14.30000    50.18 2009
## 163               Radial Velocity      1   7.720000e+02  2.70000   127.88 2011
## 164               Radial Velocity      2   1.184900e+01  0.03780    43.08 2011
## 165               Radial Velocity      2   3.382300e+01  0.04220    43.08 2011
## 166               Radial Velocity      3   1.831500e+01  0.00850     6.06 2011
## 167               Radial Velocity      3   4.011400e+01  0.00755     6.06 2011
## 168               Radial Velocity      3   9.030900e+01  0.01510     6.06 2011
## 169               Radial Velocity      2   2.915000e+01  0.03790    35.89 2011
## 170               Radial Velocity      2   8.513100e+01  0.04960    35.89 2011
## 171               Radial Velocity      2   2.265600e+01  0.03220    32.31 2011
## 172               Radial Velocity      2   5.388100e+01  0.06472    32.31 2011
## 173               Radial Velocity      1   5.280700e+02 13.65000    31.79 2011
## 174               Radial Velocity      1   1.845000e+03  0.95000    56.05 2010
## 175               Radial Velocity      1   2.208000e+03  1.45000    44.54 2012
## 176               Radial Velocity      1   1.117000e+03  1.16000    56.18 2010
## 177               Radial Velocity      1   3.871000e+02  1.70000   168.92 2011
## 178               Radial Velocity      1   1.159200e+03  1.37300    26.50 2009
## 179               Radial Velocity      1   9.120000e+02  1.80000   121.07 2011
## 180               Radial Velocity      1   4.660000e+02  0.50000    53.82 2010
## 181               Radial Velocity      3   1.654600e+01  0.03630    38.01 2011
## 182               Radial Velocity      3   5.128400e+01  0.04980    38.01 2011
## 183               Radial Velocity      3   2.744900e+02  0.05190    38.01 2011
## 184               Radial Velocity      1   3.266000e+02  1.30000   136.80 2011
## 185               Radial Velocity      1   1.575400e+02  3.04000   117.37 2009
## 186               Radial Velocity      1   1.049000e+03  0.79000    45.01 2009
## 187               Radial Velocity      1   3.632000e+02       NA    37.78 2010
## 188               Radial Velocity      2   2.720000e+03  3.36600    42.88 2012
## 189               Radial Velocity      3   5.636300e+00  0.01170    25.59 2011
## 190               Radial Velocity      3   1.402500e+01  0.01870    25.59 2011
## 191               Radial Velocity      3   3.394100e+01  0.01620    25.59 2011
## 192               Radial Velocity      1   6.963000e+02 10.70000    99.40 2009
## 193               Radial Velocity      1   4.071500e+02  0.09610    15.56 2011
## 194               Radial Velocity      6   3.462000e+01  0.01100    12.83 2012
## 195               Radial Velocity      6   5.176000e+01  0.01640    12.83 2012
## 196               Radial Velocity      6   1.978000e+02  0.02230    12.83 2012
## 197               Radial Velocity      2   1.835700e+01  0.03900    52.03 2013
## 198               Radial Velocity      2   2.564800e+01  0.02700    52.03 2013
## 199               Radial Velocity      1   3.278000e+02  0.60000    54.94 2010
## 200               Radial Velocity      1   4.720000e+02  0.58000    50.43 2010
## 201               Radial Velocity      1   5.887200e+00  0.04000    22.04 2011
## 202               Radial Velocity      2   1.407000e+01  0.04130    34.07 2011
## 203               Radial Velocity      2   9.541500e+01  0.05650    34.07 2011
## 204               Radial Velocity      1   3.580000e+02  0.64000    32.62 2009
## 205               Radial Velocity      2   1.526000e+02  0.17000    35.59 2011
## 206               Radial Velocity      1   4.805000e+02  6.00000    80.06 2012
## 207               Radial Velocity      1   5.736100e+00       NA    41.27 2012
## 208               Radial Velocity      1   1.966100e+03  1.34000    48.64 2011
## 209               Radial Velocity      1   7.050000e+02  1.30000   112.23 2011
## 210               Radial Velocity      1   7.880000e+02  0.13200    33.96 2009
## 211               Radial Velocity      1   5.843000e+01  0.01133    11.15 2011
## 212               Radial Velocity      1   1.695000e+03  0.92000    42.48 2009
## 213               Radial Velocity      1   1.475000e+03  7.00000    72.57 2009
## 214               Radial Velocity      1   2.754000e+03  1.78000    18.06 2009
## 215               Radial Velocity      1   2.157000e+03  1.78000    30.88 2009
## 216               Radial Velocity      1   4.977000e+01  0.05700    22.09 2009
## 217               Radial Velocity      2   1.318600e+01  0.02630    42.52 2011
## 218               Radial Velocity      2   4.602500e+01  0.03180    42.52 2011
## 219                       Imaging      1             NA       NA    91.57 2013
## 220               Radial Velocity      1   5.070000e+02  1.20000   149.03 2009
## 221               Radial Velocity      1   3.611000e+02  0.90000   132.80 2011
## 222               Radial Velocity      1   4.989000e+02  0.68000    84.03 2009
## 223               Radial Velocity      1   6.473000e+02  4.00000   221.24 2011
## 224               Radial Velocity      2   8.125600e+00  0.02840    26.21 2011
## 225               Radial Velocity      2   1.034900e+02  0.04000    26.21 2011
## 226               Radial Velocity      1   9.494000e+00  0.02600    21.30 2010
## 227               Radial Velocity      1   4.369000e+02  1.80000   150.38 2011
## 228               Radial Velocity      1   4.951000e+03  6.80000    42.77 2012
## 229               Radial Velocity      2   4.970000e+03  0.36000    17.99 2010
## 230               Radial Velocity      1   8.680000e+02  1.40000   130.89 2011
## 231               Radial Velocity      1   1.575700e+02  1.70000   140.85 2011
## 232               Radial Velocity      1   1.221000e+02  0.05000     9.24 2010
## 233               Radial Velocity      1   7.781000e+02  5.90000   138.50 2011
## 234               Radial Velocity      1   6.495000e+00  0.96000   121.07 2010
## 235               Radial Velocity      1   4.784000e+01  0.09800    49.33 2009
## 236               Radial Velocity      1   5.888100e+00  0.36700    53.08 2013
## 237               Radial Velocity      1   5.580600e+01  0.18600    20.82 2009
## 238               Radial Velocity      1   2.890000e+03 11.00000    87.87 2011
## 239               Radial Velocity      1   3.630000e+03  9.61000    36.36 2012
## 240                       Imaging      1             NA       NA    91.83 2013
## 241               Radial Velocity      1   4.434000e+02  2.60000   138.50 2011
## 242               Radial Velocity      1   6.827000e+01  0.77000    65.62 2010
## 243               Radial Velocity      2   7.854300e+00  0.05400    56.92 2013
## 244               Radial Velocity      2   3.093000e+01  0.07600    56.92 2013
## 245               Radial Velocity      1   8.354770e+02 11.09000    97.66 2009
## 246               Radial Velocity      1   3.240000e+02  2.83000    37.42 2013
## 247               Radial Velocity      2   2.633000e+02  0.27000    15.71 2010
## 248               Radial Velocity      2   1.657000e+03  0.71000    15.71 2010
## 249               Radial Velocity      2   1.046000e+03       NA    28.04 2011
## 250               Radial Velocity      1   3.827000e+03  0.48000    20.48 2014
## 251               Radial Velocity      1   6.700000e+02  2.10000   110.62 2011
## 252               Radial Velocity      1   2.082000e+03  4.50000    97.66 2013
## 253               Radial Velocity      3   4.154700e+00  0.05800    52.83 2009
## 254               Radial Velocity      3   3.008000e+03  7.20000    52.83 2009
## 255               Radial Velocity      1   9.673700e+00  0.04100    27.45 2009
## 256               Radial Velocity      1   1.244000e+03  0.38000    68.35 2009
## 257               Radial Velocity      1   9.481200e+02  0.22400    38.05 2011
## 258               Radial Velocity      1   1.840000e+03  1.60000    67.61 2009
## 259               Radial Velocity      1   8.830000e+02  2.20000   121.36 2011
## 260               Radial Velocity      1   1.544000e+03  1.49000    98.52 2011
## 261               Radial Velocity      2   3.270000e+00  0.03510    24.15 2011
## 262               Radial Velocity      2   1.160900e+03  0.15070    24.15 2011
## 263               Radial Velocity      2   5.000000e+03  0.82000    25.65 2009
## 264               Radial Velocity      3   1.208300e+01  0.02920    26.91 2011
## 265               Radial Velocity      3   5.951900e+01  0.03820    26.91 2011
## 266               Radial Velocity      3   4.592600e+02  0.12100    26.91 2011
## 267               Radial Velocity      1   4.643000e+02  2.00000   106.38 2009
## 268               Radial Velocity      3   1.157700e+01  0.01660    14.56 2011
## 269               Radial Velocity      3   2.758200e+01  0.03580    14.56 2011
## 270               Radial Velocity      3   1.067200e+02  0.03000    14.56 2011
## 271               Radial Velocity      1   3.300000e+02  0.22300    38.45 2011
## 272               Radial Velocity      1   1.299000e+03  1.90000   106.38 2011
## 273               Radial Velocity      1   1.763000e+02  2.90000   126.10 2010
## 274               Radial Velocity      2   4.423600e+01  2.12000    42.68 2009
## 275               Radial Velocity      2   1.008000e+03  6.56000    42.68 2009
## 276               Radial Velocity      1   1.027000e+03  0.85000    53.05 2009
## 277               Radial Velocity      1   3.315000e+02  0.96000    59.28 2009
## 278               Radial Velocity      1   2.391000e+00 15.50000    76.51 2009
## 279               Radial Velocity      1   1.096200e+03  0.16800    29.55 2011
## 280               Radial Velocity      1   2.097000e+03  3.00000    85.18 2009
## 281               Radial Velocity      1   6.890000e+02  1.50000   182.82 2011
## 282               Radial Velocity      1   1.859600e+01  0.01930    18.08 2011
## 283               Radial Velocity      2   3.452000e+03  2.58000    68.54 2014
## 284               Radial Velocity      1   1.310500e+02  9.71000    35.37 2011
## 285               Radial Velocity      1   8.420000e+02  0.75000    55.10 2009
## 286               Radial Velocity      1   4.645500e+00  0.01300    24.05 2010
## 287               Radial Velocity      1   1.048400e+02  0.12000    33.48 2011
## 288               Radial Velocity      1   5.210000e+02  1.80000   114.15 2011
## 289               Radial Velocity      2   1.262000e+01  1.13000    68.59 2013
## 290               Radial Velocity      2   2.484000e+02  1.90000    68.59 2013
## 291               Radial Velocity      2   3.523000e+02  0.73000    52.72 2012
## 292               Radial Velocity      2   7.529000e+01  0.77000    69.44 2010
## 293               Radial Velocity      2   1.314000e+03  2.29000    69.44 2010
## 294               Radial Velocity      1   2.824000e+02  0.48000    51.81 2010
## 295               Radial Velocity      1   6.064000e+02  2.70000    37.98 2009
## 296               Radial Velocity      1   5.144000e+03  3.53000    42.99 2012
## 297               Radial Velocity      1   1.523000e+03  2.60000    44.05 2009
## 298               Radial Velocity      1   1.290000e+03  7.80000    67.02 2009
## 299                    Astrometry      1   1.016000e+03       NA    14.98 2010
## 300               Radial Velocity      2   1.109000e+02  0.15000    59.03 2010
## 301               Radial Velocity      1   3.960300e+02       NA   131.75 2010
## 302               Radial Velocity      1   4.790000e+02  1.60000   114.55 2009
## 303               Radial Velocity      1   6.630000e+02  3.30000   115.47 2009
## 304               Radial Velocity      1   9.560000e+02  0.37000    55.93 2009
## 305               Radial Velocity      1   1.427500e+01  0.03160    17.72 2011
## 306               Radial Velocity      1   4.885000e+03  3.10000   189.39 2009
## 307               Radial Velocity      2   7.472000e+01  0.05318     8.82 2011
## 308               Radial Velocity      2   5.258000e+02  0.07552     8.82 2011
## 309               Radial Velocity      1   3.638000e+03  6.90000    43.57 2012
## 310               Radial Velocity      1   1.035700e+03  0.79000    32.83 2011
## 311               Radial Velocity      2   6.138000e+02  1.85000    68.35 2010
## 312               Radial Velocity      2   8.250000e+02  0.89500    68.35 2010
## 313               Radial Velocity      3   1.931000e+03  4.05000    47.30 2009
## 314               Radial Velocity      3   3.487300e+01  0.05400    47.30 2011
## 315               Radial Velocity      3   2.831600e+03  1.68000    47.30 2012
## 316               Radial Velocity      1   1.733000e+03  0.26600    26.95 2011
## 317               Radial Velocity      1   6.100000e+02  2.20000   170.07 2009
## 318               Radial Velocity      2   1.619700e+02       NA    55.31 2012
## 319               Radial Velocity      2   1.155700e+03       NA    55.31 2012
## 320               Radial Velocity      1   8.755000e+02  9.90000   352.11 2012
## 321               Radial Velocity      1   3.733000e+02  2.30000   121.80 2009
## 322               Radial Velocity      2   7.282500e+00  0.00870    21.52 2011
## 323               Radial Velocity      2   1.086600e+01  0.00970    21.52 2011
## 324               Radial Velocity      2   1.919900e+02  0.10100    38.64 2011
## 325               Radial Velocity      2   2.277000e+03  0.24600    38.64 2011
## 326               Radial Velocity      2   3.930000e+00  0.01700    43.53 2009
## 327               Radial Velocity      2   5.670000e+02  0.33000    43.53 2009
## 328               Radial Velocity      1   1.319000e+03 13.00000    54.92 2010
## 329               Radial Velocity      1   2.257000e+02  0.21000    29.94 2010
## 330               Radial Velocity      1   5.501000e+03 10.39000    29.20 2012
## 331               Radial Velocity      1   2.093300e+03       NA       NA 2012
## 332               Radial Velocity      1   6.721000e+02 11.10000   289.02 2012
## 333               Radial Velocity      1   2.209000e+03  1.06000    45.23 2012
## 334               Radial Velocity      1   3.724700e+03  1.45000    48.43 2011
## 335               Radial Velocity      1   3.999000e+03  1.90000    50.45 2011
## 336               Radial Velocity      1   1.920000e+02  6.57500       NA 2013
## 337               Radial Velocity      1   5.017500e+02  6.90000       NA 2009
## 338               Radial Velocity      1   7.457000e+02  5.30000   307.69 2011
## 339               Radial Velocity      1   2.443000e+03  2.54000    54.92 2009
## 340               Radial Velocity      2   3.457200e+02  1.42000    44.80 2009
## 341               Radial Velocity      2   9.017800e+03       NA    44.80 2011
## 342               Radial Velocity      1   5.700000e+01  0.47000    23.80 2010
## 343               Radial Velocity      1   1.620000e+01  1.25000   223.21 2010
## 344               Radial Velocity      3   9.520000e+02  0.57000    52.88 2009
## 345               Radial Velocity      1   4.139700e+01  0.29800    11.03 2010
## 346               Radial Velocity      3   8.135200e+00  0.03600    25.87 2011
## 347               Radial Velocity      3   3.203000e+01  0.41000    25.87 2011
## 348               Radial Velocity      3   4.317000e+02  0.52700    25.87 2011
## 349                       Imaging      1             NA       NA    11.43 2010
## 350               Radial Velocity      1   1.246000e+02  9.18000   149.25 2013
## 351               Radial Velocity      1   1.733750e+04  9.00000    23.98 2009
## 352                       Imaging      1             NA       NA   131.93 2010
## 353               Radial Velocity      1   1.117000e+02  2.10000    14.90 2009
## 354               Radial Velocity      1   5.050500e+00  1.06800    44.46 2013
## 355                       Imaging      4   1.800000e+04       NA    39.94 2010
## 356                       Transit      1   1.217514e+00       NA   262.00 2012
## 357                       Transit      1   4.113791e+00       NA   124.22 2012
## 358                       Transit      1   2.703390e+00  1.47000   178.00 2013
## 359                       Transit      1   7.845700e+00       NA   222.00 2014
## 360                       Transit      1   3.213460e+00       NA   550.00 2009
## 361                       Transit      1   3.548460e+00       NA       NA 2009
## 362                       Transit      1   3.234723e+00       NA       NA 2009
## 363                       Transit      1   4.885525e+00       NA       NA 2009
## 364                       Transit      1   3.522540e+00       NA  1330.00 2010
## 365                       Transit      3   1.924000e+01       NA   650.00 2010
## 366                       Transit      3   3.891000e+01       NA   650.00 2010
## 367                       Transit      3   1.592851e+00       NA   650.00 2010
## 368                       Transit      2   8.374950e-01       NA   173.00 2011
## 369                       Transit      2   4.529485e+01       NA   173.00 2011
## 370                       Transit      6   1.030390e+01       NA   613.00 2010
## 371                       Transit      6   1.302410e+01       NA   613.00 2010
## 372                       Transit      6   2.268450e+01       NA   613.00 2010
## 373                       Transit      6   3.199960e+01       NA   613.00 2010
## 374                       Transit      6   4.668880e+01       NA   613.00 2010
## 375                       Transit      6   1.183807e+02       NA   613.00 2010
## 376                       Transit      1   4.437964e+00       NA   600.00 2011
## 377                       Transit      1   1.763589e+00       NA       NA 2011
## 378                       Transit      1   6.790123e+00       NA   980.00 2011
## 379                       Transit      1   4.942782e+00       NA       NA 2011
## 380                       Transit      1   2.287760e+02       NA    61.00 2011
## 381                       Transit      1   1.485711e+00       NA   800.00 2011
## 382                       Transit      3   3.504725e+00       NA       NA 2011
## 383                       Transit      3   7.641590e+00       NA       NA 2011
## 384                       Transit      3   1.485888e+01       NA       NA 2011
## 385                       Transit      2   9.286994e+00       NA  2119.00 2011
## 386     Transit Timing Variations      2   1.600000e+02       NA  2119.00 2011
## 387                       Transit      5   3.696122e+00       NA   290.00 2011
## 388                       Transit      5   1.085409e+01       NA   290.00 2011
## 389                       Transit      5   7.761184e+01       NA   290.00 2011
## 390                       Transit      5   6.098493e+00       NA   290.00 2011
## 391                       Transit      5   1.957706e+01       NA   290.00 2011
## 392                       Transit      1   2.785755e+00       NA   108.00 2011
## 393                       Transit      1   2.898623e+02       NA   190.00 2011
## 394                       Transit      2   7.107300e+00       NA   800.00 2011
## 395                       Transit      2   1.074210e+01       NA   800.00 2011
## 396                       Transit      2   8.145300e+00       NA  1200.00 2011
## 397                       Transit      2   1.233350e+01       NA  1200.00 2011
## 398                       Transit      3   6.238500e+00       NA       NA 2011
## 399                       Transit      3   1.272040e+01       NA       NA 2011
## 400               Radial Velocity      3   1.230000e+02       NA       NA 2014
## 401                       Transit      2   1.228290e+01       NA       NA 2011
## 402                       Transit      2   1.725130e+01       NA       NA 2011
## 403                       Transit      2   1.533480e+01       NA       NA 2011
## 404                       Transit      2   3.133090e+01       NA       NA 2011
## 405                       Transit      2   5.912300e+00       NA       NA 2011
## 406                       Transit      2   8.985800e+00       NA       NA 2011
## 407                       Transit      2   1.033760e+01       NA  1400.00 2011
## 408                       Transit      2   1.329070e+01       NA  1400.00 2011
## 409                       Transit      3   2.933434e+01       NA  1400.00 2012
## 410                       Transit      3   6.032310e+01       NA  1400.00 2012
## 411                       Transit      3   1.433439e+02       NA  1400.00 2012
## 412                       Transit      2   2.086130e+01       NA  2100.00 2011
## 413                       Transit      2   4.263180e+01       NA  2100.00 2011
## 414                       Transit      5   5.901240e+00       NA   303.00 2011
## 415                       Transit      5   8.752200e+00       NA   303.00 2011
## 416                       Transit      5   2.278020e+01       NA   303.00 2012
## 417                       Transit      5   2.896000e+00       NA   303.00 2012
## 418                       Transit      5   7.429600e-01       NA   303.00 2012
## 419                       Transit      5   5.667930e+00       NA       NA 2011
## 420                       Transit      5   1.317562e+01       NA       NA 2011
## 421                       Transit      5   2.177596e+01       NA       NA 2011
## 422                       Transit      5   3.178440e+01       NA       NA 2011
## 423                       Transit      5   4.102902e+01       NA       NA 2011
## 424                       Transit      1   2.888220e+02       NA  1499.00 2011
## 425                       Transit      1   1.314580e+02       NA  1645.00 2011
## 426                       Transit      2   1.383989e+01       NA   470.00 2012
## 427                       Transit      2   1.623855e+01       NA   470.00 2012
## 428                       Transit      3   1.336731e+01       NA    66.00 2013
## 429                       Transit      3   2.130189e+01       NA    66.00 2013
## 430                       Transit      3   3.979219e+01       NA    66.00 2013
## 431                       Transit      1   1.055990e+02       NA   600.00 2012
## 432                       Transit      1   2.108740e+01       NA  1200.00 2011
## 433                       Transit      1   6.873490e+00       NA  2700.00 2010
## 434                       Transit      1   1.855558e+00       NA   770.00 2011
## 435                       Transit      3   1.213767e+00       NA    38.70 2011
## 436                       Transit      3   4.532851e-01       NA    38.70 2011
## 437                       Transit      3   1.865169e+00       NA    38.70 2011
## 438                       Transit      1   3.024095e+00       NA  1950.00 2011
## 439                       Transit      1   3.246740e+00       NA  2250.00 2011
## 440                       Transit      1   2.455239e+00       NA   333.00 2011
## 441                       Transit      2   3.360134e+01       NA   855.00 2012
## 442     Transit Timing Variations      2   5.701100e+01       NA   855.00 2012
## 443                       Transit      2   4.953200e+01       NA  1500.00 2012
## 444                       Transit      2   3.031370e+02       NA  1500.00 2012
## 445                       Transit      4   4.777980e+00       NA       NA 2012
## 446                       Transit      4   9.673928e+00       NA       NA 2012
## 447                       Transit      4   4.289610e+01       NA       NA 2014
## 448               Radial Velocity      4   9.820000e+02       NA       NA 2014
## 449                       Transit      2   7.203794e+00       NA       NA 2012
## 450                       Transit      2   1.091293e+01       NA       NA 2012
## 451                       Transit      2   7.812540e+00       NA       NA 2012
## 452                       Transit      2   9.376470e+00       NA       NA 2012
## 453                       Transit      3   4.515400e+01       NA       NA 2012
## 454                       Transit      3   8.531200e+01       NA       NA 2012
## 455     Transit Timing Variations      3             NA       NA       NA 2014
## 456                       Transit      2   7.877357e+00       NA       NA 2012
## 457                       Transit      2   1.638500e+01       NA       NA 2012
## 458                       Transit      2   1.864895e+01       NA       NA 2012
## 459                       Transit      2   3.855830e+01       NA       NA 2012
## 460                       Transit      2   8.010943e+00       NA       NA 2012
## 461                       Transit      2   1.207172e+01       NA       NA 2012
## 462                       Transit      2   2.794814e+01       NA       NA 2012
## 463                       Transit      2   4.215164e+01       NA       NA 2012
## 464                       Transit      2   1.050160e+01       NA       NA 2012
## 465                       Transit      2   2.140239e+01       NA       NA 2012
## 466                       Transit      2   5.729320e+00       NA       NA 2012
## 467                       Transit      2   1.160926e+01       NA       NA 2012
## 468                       Transit      2   1.021850e+01       NA       NA 2012
## 469                       Transit      2   1.557416e+01       NA       NA 2012
## 470                       Transit      2   1.186817e+01       NA       NA 2012
## 471                       Transit      2   1.798012e+01       NA       NA 2012
## 472                       Transit      3   7.131619e+00       NA       NA 2012
## 473                       Transit      3   8.919346e+00       NA       NA 2012
## 474                       Transit      3   1.190162e+01       NA       NA 2012
## 475                       Transit      1   5.987756e+01       NA       NA 2013
## 476                       Transit      5   5.714932e+00       NA   368.00 2013
## 477                       Transit      5   1.244170e+01       NA   368.00 2013
## 478                       Transit      5   1.816406e+01       NA   368.00 2013
## 479                       Transit      5   1.223874e+02       NA   368.00 2013
## 480                       Transit      5   2.672910e+02       NA   368.00 2013
## 481                       Transit      1   9.434150e+00       NA   200.00 2013
## 482                       Transit      1   1.383170e+02       NA  1000.00 2012
## 483                       Transit      3   2.154910e+00       NA       NA 2012
## 484                       Transit      3   5.859944e+00       NA       NA 2012
## 485                       Transit      3   8.131230e+00       NA       NA 2012
## 486                       Transit      1   1.781582e+01       NA  1107.00 2013
## 487                       Transit      1   1.572590e+01       NA  1107.00 2013
## 488                       Transit      3   5.398763e+00       NA   135.00 2012
## 489                       Transit      3   9.605085e+00       NA   135.00 2012
## 490               Radial Velocity      3   5.800000e+02  0.94700   135.00 2012
## 491                       Transit      2   1.372234e+01       NA       NA 2013
## 492                       Transit      2   2.424613e+02       NA       NA 2013
## 493 Orbital Brightness Modulation      2   2.401040e-01       NA  1180.00 2011
## 494 Orbital Brightness Modulation      2   3.428870e-01       NA  1180.00 2011
## 495                       Transit      1   3.905120e+00       NA   800.00 2010
## 496                       Transit      1   7.340718e+00       NA  1330.00 2013
## 497                       Transit      1   8.884924e+00       NA  1140.00 2013
## 498 Orbital Brightness Modulation      1   1.544929e+00       NA       NA 2013
## 499                       Transit      1   3.578781e+00       NA   570.00 2013
## 500                       Transit      1   3.550000e-01       NA       NA 2013
## 501                       Transit      2   1.348500e+01       NA       NA 2012
## 502                       Transit      2   2.740200e+01       NA       NA 2012
## 503                       Transit      2   7.053000e+00       NA       NA 2012
## 504                       Transit      2   9.522000e+00       NA       NA 2012
## 505                       Transit      2   5.955000e+00       NA       NA 2012
## 506                       Transit      2   1.204000e+01       NA       NA 2012
## 507                       Transit      2   2.644400e+01       NA       NA 2012
## 508                       Transit      2   5.153800e+01       NA       NA 2012
## 509                       Transit      2   9.770000e+00       NA       NA 2012
## 510                       Transit      2   2.009000e+01       NA       NA 2012
## 511                       Transit      2   8.726000e+00       NA       NA 2012
## 512                       Transit      2   1.288300e+01       NA       NA 2012
## 513                       Transit      2   8.306000e+00       NA       NA 2012
## 514                       Transit      2   1.251300e+01       NA       NA 2012
## 515                       Transit      1   2.825255e+02       NA       NA 2013
## 516                       Transit      2   1.147364e+02       NA       NA 2013
## 517                       Transit      2   1.912318e+02       NA       NA 2013
## 518                       Transit      2   1.095416e+01       NA   339.00 2013
## 519     Transit Timing Variations      2   2.233950e+01       NA   339.00 2013
## 520                       Transit      4   3.743208e+00       NA       NA 2013
## 521                       Transit      4   1.042365e+01       NA       NA 2013
## 522                       Transit      4   2.234299e+01       NA       NA 2013
## 523                       Transit      4   5.432031e+01       NA       NA 2013
## 524                       Transit      7   7.008151e+00       NA   780.00 2013
## 525                       Transit      7   8.719375e+00       NA   780.00 2013
## 526                       Transit      7   5.973667e+01       NA   780.00 2013
## 527                       Transit      7   9.193913e+01       NA   780.00 2013
## 528                       Transit      7   1.249144e+02       NA   780.00 2013
## 529                       Transit      7   2.106070e+02       NA   780.00 2013
## 530                       Transit      7   3.316006e+02       NA   780.00 2013
## 531                       Transit      1   6.246580e+00       NA  1030.00 2013
## 532                       Transit      2   1.374900e+01       NA       NA 2013
## 533                       Transit      2   2.672300e+01       NA       NA 2013
## 534                       Transit      2   4.726740e+00       NA       NA 2014
## 535               Radial Velocity      2   1.460000e+03       NA       NA 2014
## 536                       Transit      2   2.508060e+00       NA       NA 2014
## 537               Radial Velocity      2   8.203000e+02       NA       NA 2014
## 538                       Transit      1   1.152310e+01       NA       NA 2014
## 539                       Transit      1   1.623850e+01       NA       NA 2014
## 540                       Transit      2   2.586640e+00       NA       NA 2014
## 541               Radial Velocity      2   7.890000e+02       NA       NA 2014
## 542                       Transit      1   1.541680e+00       NA       NA 2014
## 543                       Transit      1   4.603580e+00       NA       NA 2014
## 544                       Transit      3   6.887050e+00       NA       NA 2014
## 545                       Transit      3   1.281590e+01       NA       NA 2014
## 546                       Transit      3   3.533310e+01       NA       NA 2014
## 547                       Transit      5   5.286960e+00       NA       NA 2014
## 548                       Transit      5   7.071420e+00       NA       NA 2014
## 549                       Transit      5   1.031170e+01       NA       NA 2014
## 550                       Transit      5   1.614570e+01       NA       NA 2013
## 551                       Transit      5   2.745360e+01       NA       NA 2014
## 552                       Transit      2   1.596540e+01       NA       NA 2014
## 553                       Transit      2   1.796120e+02       NA       NA 2014
## 554                       Transit      2   5.412200e+00       NA       NA 2013
## 555                       Transit      4   6.164860e+00       NA       NA 2014
## 556                       Transit      4   1.357080e+01       NA       NA 2014
## 557                       Transit      4   2.398020e+01       NA       NA 2014
## 558                       Transit      4   4.384450e+01       NA       NA 2014
## 559                       Transit      2   6.481630e+00       NA       NA 2014
## 560                       Transit      2   2.122270e+01       NA       NA 2014
## 561                       Transit      2   4.754000e+00       NA       NA 2014
## 562                       Transit      2   8.925070e+00       NA       NA 2014
## 563                       Transit      2   8.041000e+00       NA       NA 2013
## 564                       Transit      2   1.177600e+01       NA       NA 2013
## 565                       Transit      2   1.509000e+01       NA       NA 2013
## 566                       Transit      2   2.280400e+01       NA       NA 2013
## 567                       Transit      3   2.750868e+01       NA       NA 2013
## 568                       Transit      2   1.609200e+01       NA       NA 2014
## 569                       Transit      2   2.551690e+01       NA       NA 2014
## 570                       Transit      2   1.378164e+01       NA       NA 2014
## 571                       Transit      2   2.308933e+01       NA       NA 2014
## 572                       Transit      2   2.295100e+01       NA       NA 2013
## 573                       Transit      2   4.288200e+01       NA       NA 2013
## 574                       Transit      2   3.685500e+01       NA       NA 2013
## 575                       Transit      2   4.941200e+01       NA       NA 2013
## 576                       Transit      2   2.365400e+01       NA       NA 2013
## 577                       Transit      2   5.044700e+01       NA       NA 2013
## 578                       Transit      2   3.188400e+01       NA       NA 2013
## 579                       Transit      2   4.864800e+01       NA       NA 2013
## 580                       Transit      2   1.732400e+01       NA       NA 2013
## 581                       Transit      2   3.300600e+01       NA       NA 2013
## 582                       Transit      2   3.573600e+01       NA       NA 2013
## 583                       Transit      2   5.441400e+01       NA       NA 2013
## 584                       Transit      2   2.480600e+01       NA       NA 2013
## 585                       Transit      2   4.434700e+01       NA       NA 2013
## 586                       Transit      2   5.487000e+00       NA       NA 2013
## 587                       Transit      2   8.291000e+00       NA       NA 2013
## 588                       Transit      2   1.041600e+01       NA       NA 2013
## 589                       Transit      2   1.308400e+01       NA       NA 2013
## 590                       Transit      2   3.492100e+01       NA       NA 2013
## 591                       Transit      2   7.131200e+01       NA       NA 2013
## 592                       Transit      2   1.784900e+01       NA       NA 2013
## 593                       Transit      2   2.613600e+01       NA       NA 2013
## 594                       Transit      2   4.299400e+01       NA       NA 2013
## 595                       Transit      2   8.850500e+01       NA       NA 2013
## 596                       Transit      2   2.426290e+00       NA       NA 2014
## 597                       Transit      2   4.623320e+00       NA       NA 2014
## 598                       Transit      2   6.693100e-01       NA       NA 2014
## 599               Radial Velocity      2   3.000000e+03       NA       NA 2014
## 600                       Transit      1   2.465020e+00       NA       NA 2014
## 601                       Transit      1   6.895840e+01       NA       NA 2014
## 602                       Transit      1   1.783365e+01       NA   132.00 2013
## 603                       Transit      1   3.005160e+00       NA       NA 2013
## 604                       Transit      1   1.720861e+00       NA  1056.00 2014
## 605                       Transit      1   6.626200e+01       NA       NA 2014
## 606                       Imaging      1   4.000000e+04       NA       NA 2011
## 607                  Microlensing      1             NA       NA       NA 2009
## 608                  Microlensing      1             NA       NA  3600.00 2013
## 609                  Microlensing      1   2.780000e+03       NA       NA 2011
## 610                  Microlensing      1             NA       NA       NA 2010
## 611                  Microlensing      1   1.970000e+03       NA       NA 2010
## 612                  Microlensing      1             NA       NA  2300.00 2012
## 613                  Microlensing      1             NA       NA  2800.00 2012
## 614                  Microlensing      1             NA       NA  7720.00 2012
## 615                  Microlensing      1             NA       NA  7560.00 2013
## 616               Radial Velocity      1   6.958000e+00  0.34000       NA 2014
## 617               Radial Velocity      1   5.118000e+00  0.40000       NA 2014
## 618               Radial Velocity      1   1.217100e+02  1.54000       NA 2014
## 619                  Microlensing      1             NA       NA       NA 2009
## 620                  Microlensing      1             NA       NA  2570.00 2012
## 621                  Microlensing      2             NA       NA  4080.00 2012
## 622                  Microlensing      2             NA       NA  4080.00 2012
## 623                  Microlensing      1             NA       NA  1760.00 2013
## 624                  Microlensing      1             NA       NA  4970.00 2013
## 625                       Transit      1   3.160630e+00       NA  1200.00 2013
## 626               Radial Velocity      1   4.426400e+00       NA       NA 2012
## 627               Radial Velocity      1   2.145100e+00       NA       NA 2012
## 628                 Pulsar Timing      1   9.070629e-02       NA  1200.00 2011
## 629                       Transit      1   1.420033e+00       NA       NA 2010
## 630                       Transit      1   1.337118e+00       NA       NA 2011
## 631                       Imaging      1             NA       NA   135.00 2013
## 632                       Imaging      1             NA       NA   120.00 2013
## 633                       Imaging      1             NA       NA       NA 2010
## 634                       Transit      1   1.482245e+00       NA   360.00 2011
## 635                       Transit      1   3.361006e+00       NA       NA 2009
## 636                       Transit      1   8.158715e+00       NA    87.00 2010
## 637                       Transit      1   4.353011e+00       NA   155.00 2009
## 638                       Transit      1   3.752066e+00       NA       NA 2009
## 639                       Transit      1   3.118601e+00       NA       NA 2009
## 640                       Transit      1   3.735442e+00       NA   400.00 2009
## 641                       Transit      1   9.414530e-01       NA   105.49 2009
## 642                       Transit      1   7.888400e-01       NA   250.00 2009
## 643                       Transit      1   4.322482e+00       NA   242.00 2010
## 644                       Transit      1   3.532731e+00       NA   300.00 2010
## 645                       Transit      1   2.944426e+00       NA       NA 2010
## 646                       Transit      1   2.341212e+00       NA       NA 2010
## 647                       Transit      1   3.764825e+00       NA       NA 2010
## 648                       Transit      1   2.756600e+00       NA   250.00 2010
## 649                       Transit      1   3.408821e+00       NA       NA 2010
## 650                       Transit      1   3.922727e+00       NA    70.00 2010
## 651                       Transit      1   3.405910e+00       NA   360.00 2010
## 652                       Transit      1   2.718659e+00       NA       NA 2010
## 653                       Transit      1   1.219867e+00       NA   116.14 2010
## 654                       Transit      1   4.317678e+00       NA   120.00 2010
## 655                       Transit      1   3.161575e+00       NA       NA 2011
## 656                       Transit      1   1.537365e+00       NA   450.00 2011
## 657                       Transit      1   3.577469e+00       NA   343.00 2010
## 658                       Transit      1   6.871815e+00       NA   110.00 2010
## 659                       Transit      1   4.055259e+00       NA   230.00 2011
## 660                       Transit      1   3.052401e+00       NA   180.00 2010
## 661                       Transit      1   4.981687e+00       NA   160.00 2012
## 662                       Transit      1   8.134750e-01       NA    80.00 2011
## 663                       Transit      1   2.423804e+00       NA       NA 2011
## 664                       Transit      1   3.126088e+00       NA       NA 2011
## 665                       Transit      1   1.430370e+00       NA       NA 2011
## 666                       Transit      1   4.159140e+00       NA   200.00 2012
## 667                       Transit      1   2.143634e+00       NA       NA 2011
## 668                       Transit      1   2.781739e+00       NA   170.00 2012
## 669                       Transit      1   1.955096e+00       NA   230.00 2011
## 670                       Transit      1   1.749780e+00       NA   140.00 2012
## 671                       Transit      1   3.693641e+00       NA   200.00 2012
## 672                       Transit      1   4.465633e+00       NA   330.00 2012
## 673                       Transit      1   4.617101e+00       NA   255.00 2012
## 674                       Transit      1   2.838971e+00       NA   455.00 2012
## 675                       Transit      1   5.017180e+00       NA   300.00 2012
## 676                       Transit      1   7.919585e+00       NA   125.00 2012
## 677                       Transit      1   4.305001e+00       NA   400.00 2012
## 678                       Transit      1   3.855900e+00       NA   480.00 2012
## 679                       Transit      1   4.411953e+00       NA   160.00 2012
## 680                       Transit      1   4.378090e+00       NA   330.00 2012
## 681                       Transit      1   1.573292e+00       NA   350.00 2012
## 682                       Transit      1   2.311424e+00       NA   310.00 2013
## 683                       Transit      1   4.086052e+00       NA   380.00 2012
## 684                       Transit      1   4.614420e+00       NA   225.00 2012
## 685                       Transit      1   2.903675e+00       NA   345.00 2012
## 686                       Transit      1   2.216742e+00       NA   340.00 2012
## 687                       Transit      1   2.484193e+00       NA   260.00 2013
## 688                       Transit      1   1.360031e+00       NA    93.00 2012
## 689                       Transit      1   2.175176e+00       NA   550.00 2012
## 690                       Transit      1   3.662387e+00       NA   240.00 2012
## 691                       Transit      1   3.067850e+00       NA    60.00 2012
## 692                       Transit      1   9.255420e-01       NA   470.00 2014
## 693                       Imaging      1             NA       NA    19.20 2011
## 694                       Transit      1   3.352057e+00       NA  3200.00 2012
## 695                       Imaging      1             NA       NA    10.10 2012

Mutate

# Menambah kolom ‘radius’ dengan nilai tetap

df <- df %>%
  mutate(radius = 1000)
head(df)
##            method number orbital_period  mass distance year radius
## 1 Radial Velocity      1        269.300  7.10    77.40 2006   1000
## 2 Radial Velocity      1        874.774  2.21    56.95 2008   1000
## 3 Radial Velocity      1        763.000  2.60    19.84 2011   1000
## 4 Radial Velocity      1        326.030 19.40   110.62 2007   1000
## 5 Radial Velocity      1        516.220 10.50   119.47 2009   1000
## 6 Radial Velocity      1        185.840  4.80    76.39 2008   1000

Select

# Menampilkan hanya kolom ‘berat’ dan ‘tahun’

selected_df <- df %>%
  select(mass, year)
head(selected_df)
##    mass year
## 1  7.10 2006
## 2  2.21 2008
## 3  2.60 2011
## 4 19.40 2007
## 5 10.50 2009
## 6  4.80 2008

Kombinasi Penggunaan 2 Fungsi

Menambahkan kolom ‘radius’ dengan nilai tetap dan mengurutkan berdasarkan ‘zone_length’ secara descending

df <- df %>%
  mutate(radius = 1000) %>%
  arrange(desc(zone_length))
head(df)
##                      method number orbital_period mass distance year radius
## 1 Transit Timing Variations      3             NA   NA       NA 2014   1000
## 2 Transit Timing Variations      2       160.0000   NA     2119 2011   1000
## 3 Transit Timing Variations      2        57.0110   NA      855 2012   1000
## 4 Transit Timing Variations      2        22.3395   NA      339 2013   1000
## 5                   Transit      7       331.6006   NA      780 2013   1000
## 6                   Transit      7       210.6070   NA      780 2013   1000

```