library(ISLR)
## Warning: package 'ISLR' was built under R version 4.0.3
library(tidyverse)
## -- Attaching packages ----------------- tidyverse 1.3.0 --
## v ggplot2 3.3.2 v purrr 0.3.4
## v tibble 3.0.3 v dplyr 1.0.2
## v tidyr 1.1.1 v stringr 1.4.0
## v readr 1.3.1 v forcats 0.5.0
## -- Conflicts -------------------- tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag() masks stats::lag()
library(stringr)
shipdata = read.csv("C:\\Users\\jadri\\Documents\\school\\r stuff\\Space_Corrected.csv", header = TRUE)
shipdata_clean<- shipdata[!(is.na(shipdata$Rocket) | shipdata$Rocket==""), ] %>%
mutate( time = as.POSIXct(Datum, format = '%a %b %d, %Y %H:%M UTC', tz="UTC"),Rocket_int=as.numeric(gsub(",", "", Rocket, fixed = TRUE))) %>% filter(Rocket_int <2000)
head(shipdata_clean)
## X Unnamed..0 Company.Name
## 1 0 0 SpaceX
## 2 1 1 CASC
## 3 3 3 Roscosmos
## 4 4 4 ULA
## 5 5 5 CASC
## 6 6 6 Roscosmos
## Location
## 1 LC-39A, Kennedy Space Center, Florida, USA
## 2 Site 9401 (SLS-2), Jiuquan Satellite Launch Center, China
## 3 Site 200/39, Baikonur Cosmodrome, Kazakhstan
## 4 SLC-41, Cape Canaveral AFS, Florida, USA
## 5 LC-9, Taiyuan Satellite Launch Center, China
## 6 Site 31/6, Baikonur Cosmodrome, Kazakhstan
## Datum
## 1 Fri Aug 07, 2020 05:12 UTC
## 2 Thu Aug 06, 2020 04:01 UTC
## 3 Thu Jul 30, 2020 21:25 UTC
## 4 Thu Jul 30, 2020 11:50 UTC
## 5 Sat Jul 25, 2020 03:13 UTC
## 6 Thu Jul 23, 2020 14:26 UTC
## Detail Status.Rocket Rocket
## 1 Falcon 9 Block 5 | Starlink V1 L9 & BlackSky StatusActive 50.0
## 2 Long March 2D | Gaofen-9 04 & Q-SAT StatusActive 29.75
## 3 Proton-M/Briz-M | Ekspress-80 & Ekspress-103 StatusActive 65.0
## 4 Atlas V 541 | Perseverance StatusActive 145.0
## 5 Long March 4B | Ziyuan-3 03, Apocalypse-10 & NJU-HKU 1 StatusActive 64.68
## 6 Soyuz 2.1a | Progress MS-15 StatusActive 48.5
## Status.Mission time Rocket_int
## 1 Success 2020-08-07 05:12:00 50.00
## 2 Success 2020-08-06 04:01:00 29.75
## 3 Success 2020-07-30 21:25:00 65.00
## 4 Success 2020-07-30 11:50:00 145.00
## 5 Success 2020-07-25 03:13:00 64.68
## 6 Success 2020-07-23 14:26:00 48.50
ggplot(data = shipdata_clean, aes(x = time,color=Company.Name,y=Rocket_int)) +
geom_point()
## Warning: Removed 6 rows containing missing values (geom_point).
ggplot(data = shipdata_clean, aes(x = time,fill=Company.Name)) +
geom_histogram(bins = 30)
## Warning: Removed 6 rows containing non-finite values (stat_bin).
ggplot(shipdata_clean, aes(y=Rocket_int, x=Status.Mission))+
geom_boxplot()
head(shipdata_clean)
## X Unnamed..0 Company.Name
## 1 0 0 SpaceX
## 2 1 1 CASC
## 3 3 3 Roscosmos
## 4 4 4 ULA
## 5 5 5 CASC
## 6 6 6 Roscosmos
## Location
## 1 LC-39A, Kennedy Space Center, Florida, USA
## 2 Site 9401 (SLS-2), Jiuquan Satellite Launch Center, China
## 3 Site 200/39, Baikonur Cosmodrome, Kazakhstan
## 4 SLC-41, Cape Canaveral AFS, Florida, USA
## 5 LC-9, Taiyuan Satellite Launch Center, China
## 6 Site 31/6, Baikonur Cosmodrome, Kazakhstan
## Datum
## 1 Fri Aug 07, 2020 05:12 UTC
## 2 Thu Aug 06, 2020 04:01 UTC
## 3 Thu Jul 30, 2020 21:25 UTC
## 4 Thu Jul 30, 2020 11:50 UTC
## 5 Sat Jul 25, 2020 03:13 UTC
## 6 Thu Jul 23, 2020 14:26 UTC
## Detail Status.Rocket Rocket
## 1 Falcon 9 Block 5 | Starlink V1 L9 & BlackSky StatusActive 50.0
## 2 Long March 2D | Gaofen-9 04 & Q-SAT StatusActive 29.75
## 3 Proton-M/Briz-M | Ekspress-80 & Ekspress-103 StatusActive 65.0
## 4 Atlas V 541 | Perseverance StatusActive 145.0
## 5 Long March 4B | Ziyuan-3 03, Apocalypse-10 & NJU-HKU 1 StatusActive 64.68
## 6 Soyuz 2.1a | Progress MS-15 StatusActive 48.5
## Status.Mission time Rocket_int
## 1 Success 2020-08-07 05:12:00 50.00
## 2 Success 2020-08-06 04:01:00 29.75
## 3 Success 2020-07-30 21:25:00 65.00
## 4 Success 2020-07-30 11:50:00 145.00
## 5 Success 2020-07-25 03:13:00 64.68
## 6 Success 2020-07-23 14:26:00 48.50
shipdata_clean$Rocket
## [1] "50.0 " "29.75 " "65.0 " "145.0 " "64.68 " "48.5 "
## [7] "50.0 " "90.0 " "46.0 " "28.3 " "29.15 " "29.75 "
## [13] "7.5 " "64.68 " "50.0 " "29.15 " "29.75 " "50.0 "
## [19] "7.5 " "30.8 " "50.0 " "29.75 " "50.0 " "5.3 "
## [25] "12.0 " "112.5 " "120.0 " "48.5 " "50.0 " "29.15 "
## [31] "48.5 " "153.0 " "30.8 " "48.5 " "50.0 " "29.15 "
## [37] "50.0 " "48.5 " "29.75 " "200.0 " "50.0 " "85.0 "
## [43] "115.0 " "90.0 " "48.5 " "7.5 " "50.0 " "50.0 "
## [49] "200.0 " "29.75 " "29.15 " "50.0 " "41.8 " "65.0 "
## [55] "64.68 " "50.0 " "21.0 " "48.5 " "48.5 " "7.5 "
## [61] "50.0 " "64.68 " "31.0 " "200.0 " "50.0 " "29.15 "
## [67] "64.68 " "85.0 " "29.15 " "7.5 " "40.0 " "65.0 "
## [73] "64.68 " "48.5 " "29.75 " "112.5 " "5.3 " "64.68 "
## [79] "41.8 " "164.0 " "48.5 " "7.5 " "29.15 " "7.5 "
## [85] "153.0 " "50.0 " "200.0 " "65.0 " "48.5 " "48.5 "
## [91] "30.8 " "50.0 " "62.0 " "65.0 " "37.0 " "7.5 "
## [97] "90.0 " "29.15 " "200.0 " "50.0 " "5.3 " "65.0 "
## [103] "50.0 " "64.68 " "21.0 " "7.5 " "50.0 " "64.68 "
## [109] "29.15 " "85.0 " "90.0 " "48.5 " "21.0 " "29.15 "
## [115] "7.5 " "37.0 " "29.15 " "50.0 " "50.0 " "200.0 "
## [121] "5.3 " "350.0 " "39.0 " "50.0 " "29.15 " "48.5 "
## [127] "50.0 " "5.3 " "65.0 " "47.0 " "7.5 " "29.15 "
## [133] "29.75 " "50.0 " "200.0 " "50.0 " "41.8 " "21.0 "
## [139] "37.0 " "29.75 " "85.0 " "50.0 " "62.0 " "7.5 "
## [145] "48.5 " "29.15 " "90.0 " "30.8 " "35.0 " "64.68 "
## [151] "200.0 " "153.0 " "30.8 " "50.0 " "200.0 " "112.5 "
## [157] "21.0 " "50.0 " "30.8 " "37.0 " "350.0 " "50.0 "
## [163] "64.68 " "50.0 " "50.0 " "48.5 " "69.7 " "30.8 "
## [169] "62.0 " "30.8 " "90.0 " "69.7 " "62.0 " "29.75 "
## [175] "62.0 " "85.0 " "64.68 " "50.0 " "64.68 " "109.0 "
## [181] "29.15 " "5.3 " "41.8 " "62.0 " "65.0 " "153.0 "
## [187] "31.0 " "64.68 " "200.0 " "62.0 " "64.68 " "62.0 "
## [193] "47.0 " "29.75 " "62.0 " "145.0 " "90.0 " "62.0 "
## [199] "48.5 " "90.0 " "29.75 " "48.5 " "62.0 " "200.0 "
## [205] "30.8 " "7.5 " "115.0 " "5.3 " "39.0 " "29.75 "
## [211] "31.0 " "29.75 " "62.0 " "30.8 " "29.75 " "62.0 "
## [217] "90.0 " "62.0 " "29.15 " "29.75 " "35.0 " "30.8 "
## [223] "64.68 " "85.0 " "37.0 " "45.0 " "62.0 " "123.0 "
## [229] "48.5 " "41.8 " "62.0 " "90.0 " "62.0 " "29.75 "
## [235] "200.0 " "30.8 " "65.0 " "145.0 " "65.0 " "62.0 "
## [241] "31.0 " "46.0 " "62.0 " "109.0 " "65.0 " "62.0 "
## [247] "37.0 " "48.5 " "62.0 " "200.0 " "62.0 " "62.0 "
## [253] "31.0 " "29.15 " "64.68 " "48.5 " "65.0 " "62.0 "
## [259] "62.0 " "200.0 " "90.0 " "7.5 " "62.0 " "47.0 "
## [265] "200.0 " "62.0 " "109.0 " "29.15 " "62.0 " "90.0 "
## [271] "62.0 " "37.0 " "109.0 " "62.0 " "31.0 " "200.0 "
## [277] "109.0 " "62.0 " "29.15 " "29.75 " "200.0 " "29.75 "
## [283] "130.0 " "40.0 " "29.15 " "112.5 " "31.0 " "37.0 "
## [289] "145.0 " "29.75 " "109.0 " "5.3 " "90.0 " "85.0 "
## [295] "200.0 " "25.0 " "37.0 " "115.0 " "47.0 " "62.0 "
## [301] "64.68 " "200.0 " "164.0 " "29.75 " "62.0 " "64.68 "
## [307] "29.15 " "123.0 " "62.0 " "64.68 " "153.0 " "31.0 "
## [313] "200.0 " "62.0 " "350.0 " "65.0 " "41.8 " "64.68 "
## [319] "48.5 " "62.0 " "29.75 " "62.0 " "31.0 " "62.0 "
## [325] "29.75 " "48.5 " "69.7 " "48.5 " "109.0 " "65.0 "
## [331] "35.0 " "31.0 " "200.0 " "62.0 " "90.0 " "41.8 "
## [337] "48.5 " "109.0 " "65.0 " "200.0 " "31.0 " "56.5 "
## [343] "29.15 " "62.0 " "21.0 " "109.0 " "37.0 " "200.0 "
## [349] "15.0 " "109.0 " "109.0 " "123.0 " "200.0 " "31.0 "
## [355] "5.3 " "41.8 " "153.0 " "47.0 " "200.0 " "112.5 "
## [361] "200.0 " "109.0 " "31.0 " "56.5 " "37.0 " "200.0 "
## [367] "120.0 " "56.5 " "200.0 " "56.5 " "41.8 " "31.0 "
## [373] "90.0 " "29.0 " "164.0 " "123.0 " "56.5 " "56.5 "
## [379] "37.0 " "90.0 " "153.0 " "56.5 " "62.0 " "145.0 "
## [385] "200.0 " "350.0 " "90.0 " "29.0 " "109.0 " "80.0 "
## [391] "200.0 " "31.0 " "90.0 " "56.5 " "109.0 " "200.0 "
## [397] "56.5 " "109.0 " "56.5 " "109.0 " "164.0 " "56.5 "
## [403] "80.0 " "41.8 " "21.0 " "29.0 " "90.0 " "41.8 "
## [409] "109.0 " "164.0 " "37.0 " "56.5 " "145.0 " "31.0 "
## [415] "109.0 " "200.0 " "90.0 " "164.0 " "200.0 " "109.0 "
## [421] "80.0 " "56.5 " "47.0 " "41.8 " "120.0 " "56.5 "
## [427] "41.8 " "29.0 " "40.0 " "109.0 " "31.0 " "56.5 "
## [433] "140.0 " "80.0 " "41.8 " "55.0 " "200.0 " "350.0 "
## [439] "29.0 " "112.5 " "200.0 " "153.0 " "65.0 " "31.0 "
## [445] "40.0 " "109.0 " "37.0 " "80.0 " "109.0 " "59.5 "
## [451] "21.0 " "109.0 " "200.0 " "109.0 " "90.0 " "41.8 "
## [457] "200.0 " "120.0 " "80.0 " "200.0 " "59.5 " "164.0 "
## [463] "200.0 " "109.0 " "21.0 " "109.0 " "200.0 " "41.8 "
## [469] "112.5 " "200.0 " "350.0 " "109.0 " "40.0 " "59.5 "
## [475] "90.0 " "200.0 " "140.0 " "31.0 " "31.0 " "153.0 "
## [481] "37.0 " "80.0 " "90.0 " "145.0 " "21.0 " "46.0 "
## [487] "90.0 " "200.0 " "90.0 " "29.0 " "200.0 " "153.0 "
## [493] "164.0 " "31.0 " "450.0 " "40.0 " "200.0 " "450.0 "
## [499] "109.0 " "200.0 " "25.0 " "115.0 " "164.0 " "120.0 "
## [505] "45.0 " "450.0 " "40.0 " "41.8 " "112.5 " "350.0 "
## [511] "200.0 " "47.0 " "59.5 " "200.0 " "350.0 " "46.0 "
## [517] "200.0 " "46.0 " "120.0 " "41.8 " "140.0 " "200.0 "
## [523] "21.0 " "200.0 " "29.0 " "29.0 " "59.5 " "41.8 "
## [529] "164.0 " "200.0 " "450.0 " "90.0 " "120.0 " "47.0 "
## [535] "29.0 " "450.0 " "164.0 " "109.0 " "450.0 " "90.0 "
## [541] "130.0 " "450.0 " "41.8 " "200.0 " "450.0 " "109.0 "
## [547] "200.0 " "21.0 " "112.5 " "109.0 " "450.0 " "200.0 "
## [553] "29.0 " "450.0 " "7.0 " "41.8 " "200.0 " "164.0 "
## [559] "123.0 " "40.0 " "200.0 " "450.0 " "21.0 " "123.0 "
## [565] "41.8 " "450.0 " "45.0 " "200.0 " "90.0 " "350.0 "
## [571] "200.0 " "450.0 " "29.75 " "29.75 " "29.15 " "64.68 "
## [577] "31.0 " "40.0 " "29.0 " "7.0 " "29.0 " "200.0 "
## [583] "7.0 " "200.0 " "200.0 " "450.0 " "64.68 " "41.8 "
## [589] "21.0 " "20.14 " "200.0 " "40.0 " "123.0 " "115.0 "
## [595] "450.0 " "90.0 " "450.0 " "21.0 " "109.0 " "200.0 "
## [601] "64.68 " "350.0 " "450.0 " "123.0 " "64.68 " "47.0 "
## [607] "200.0 " "450.0 " "29.0 " "109.0 " "29.0 " "450.0 "
## [613] "69.7 " "29.75 " "29.15 " "200.0 " "40.0 " "40.0 "
## [619] "21.0 " "29.0 " "69.7 " "30.8 " "7.0 " "200.0 "
## [625] "109.0 " "69.7 " "25.0 " "40.0 " "450.0 " "200.0 "
## [631] "69.7 " "133.0 " "64.68 " "200.0 " "69.7 " "90.0 "
## [637] "450.0 " "30.8 " "200.0 " "41.8 " "29.0 " "29.0 "
## [643] "47.0 " "450.0 " "164.0 " "200.0 " "164.0 " "64.68 "
## [649] "115.0 " "40.0 " "40.0 " "7.0 " "200.0 " "153.0 "
## [655] "200.0 " "41.8 " "40.0 " "29.75 " "41.8 " "29.0 "
## [661] "109.0 " "30.8 " "450.0 " "29.75 " "25.0 " "40.0 "
## [667] "40.0 " "130.0 " "200.0 " "350.0 " "190.0 " "135.0 "
## [673] "30.8 " "48.5 " "64.68 " "69.7 " "29.75 " "47.0 "
## [679] "64.68 " "30.8 " "30.8 " "190.0 " "29.0 " "45.0 "
## [685] "30.8 " "190.0 " "30.8 " "69.7 " "29.75 " "41.8 "
## [691] "64.68 " "35.0 " "25.0 " "133.0 " "40.0 " "135.0 "
## [697] "41.8 " "40.0 " "69.7 " "109.0 " "47.0 " "40.0 "
## [703] "133.0 " "40.0 " "450.0 " "35.0 " "29.0 " "90.0 "
## [709] "200.0 " "450.0 " "164.0 " "64.68 " "450.0 " "25.0 "
## [715] "109.0 " "35.0 " "41.8 " "450.0 " "64.68 " "450.0 "
## [721] "41.8 " "450.0 " "40.0 " "450.0 " "25.0 " "45.0 "
## [727] "90.0 " "450.0 " "450.0 " "450.0 " "47.0 " "450.0 "
## [733] "450.0 " "69.7 " "450.0 " "69.7 " "450.0 " "40.0 "
## [739] "29.0 " "35.0 " "450.0 " "40.0 " "40.0 " "450.0 "
## [745] "41.8 " "45.0 " "450.0 " "40.0 " "69.7 " "45.0 "
## [751] "450.0 " "35.0 " "40.0 " "64.68 " "450.0 " "35.0 "
## [757] "30.8 " "25.0 " "450.0 " "40.0 " "64.68 " "29.0 "
## [763] "40.0 " "30.8 " "40.0 " "450.0 " "450.0 " "40.0 "
## [769] "45.0 " "40.0 " "30.8 " "40.0 " "450.0 " "35.0 "
## [775] "30.8 " "450.0 " "40.0 " "30.8 " "40.0 " "45.0 "
## [781] "450.0 " "40.0 " "30.8 " "450.0 " "40.0 " "25.0 "
## [787] "450.0 " "30.8 " "40.0 " "450.0 " "40.0 " "450.0 "
## [793] "450.0 " "69.7 " "40.0 " "450.0 " "35.0 " "450.0 "
## [799] "450.0 " "450.0 " "40.0 " "29.75 " "450.0 " "40.0 "
## [805] "40.0 " "450.0 " "450.0 " "40.0 " "450.0 " "25.0 "
## [811] "40.0 " "450.0 " "450.0 " "450.0 " "20.0 " "450.0 "
## [817] "450.0 " "450.0 " "450.0 " "40.0 " "40.0 " "450.0 "
## [823] "450.0 " "69.7 " "450.0 " "25.0 " "450.0 " "450.0 "
## [829] "40.0 " "450.0 " "29.75 " "40.0 " "40.0 " "450.0 "
## [835] "45.0 " "450.0 " "69.7 " "450.0 " "35.0 " "450.0 "
## [841] "450.0 " "30.8 " "35.0 " "25.0 " "450.0 " "450.0 "
## [847] "450.0 " "40.0 " "450.0 " "40.0 " "450.0 " "450.0 "
## [853] "450.0 " "30.8 " "136.6 " "450.0 " "29.75 " "450.0 "
## [859] "450.0 " "450.0 " "35.0 " "450.0 " "450.0 " "450.0 "
## [865] "450.0 " "450.0 " "40.0 " "450.0 " "450.0 " "450.0 "
## [871] "450.0 " "450.0 " "450.0 " "30.8 " "136.6 " "450.0 "
## [877] "40.0 " "136.6 " "450.0 " "450.0 " "136.6 " "450.0 "
## [883] "450.0 " "35.0 " "450.0 " "450.0 " "450.0 " "450.0 "
## [889] "450.0 " "35.0 " "30.8 " "30.8 " "30.8 " "30.8 "
## [895] "450.0 " "450.0 " "450.0 " "450.0 " "30.8 " "450.0 "
## [901] "450.0 " "450.0 " "450.0 " "450.0 " "450.0 " "450.0 "
## [907] "450.0 " "450.0 " "30.8 " "450.0 " "450.0 " "450.0 "
## [913] "450.0 " "450.0 " "30.8 " "450.0 " "450.0 " "450.0 "
## [919] "30.8 " "450.0 " "450.0 " "450.0 " "450.0 " "1,160.0 "
## [925] "1,160.0 " "1,160.0 " "1,160.0 " "1,160.0 " "1,160.0 " "1,160.0 "
## [931] "1,160.0 " "59.0 " "1,160.0 " "59.0 " "59.0 " "1,160.0 "
## [937] "59.0 " "1,160.0 " "59.0 " "59.0 " "59.0 " "59.0 "
## [943] "59.0 " "59.0 " "1,160.0 " "59.0 " "59.0 " "59.0 "
## [949] "1,160.0 " "59.0 " "59.0 " "59.0 " "59.0 " "59.0 "
## [955] "59.0 " "59.0 " "59.0 " "59.0 " "63.23 " "63.23 "
## [961] "63.23 " "63.23 "
as.numeric(shipdata_clean$Rocket)
## Warning: NAs introduced by coercion
## [1] 50.00 29.75 65.00 145.00 64.68 48.50 50.00 90.00 46.00 28.30
## [11] 29.15 29.75 7.50 64.68 50.00 29.15 29.75 50.00 7.50 30.80
## [21] 50.00 29.75 50.00 5.30 12.00 112.50 120.00 48.50 50.00 29.15
## [31] 48.50 153.00 30.80 48.50 50.00 29.15 50.00 48.50 29.75 200.00
## [41] 50.00 85.00 115.00 90.00 48.50 7.50 50.00 50.00 200.00 29.75
## [51] 29.15 50.00 41.80 65.00 64.68 50.00 21.00 48.50 48.50 7.50
## [61] 50.00 64.68 31.00 200.00 50.00 29.15 64.68 85.00 29.15 7.50
## [71] 40.00 65.00 64.68 48.50 29.75 112.50 5.30 64.68 41.80 164.00
## [81] 48.50 7.50 29.15 7.50 153.00 50.00 200.00 65.00 48.50 48.50
## [91] 30.80 50.00 62.00 65.00 37.00 7.50 90.00 29.15 200.00 50.00
## [101] 5.30 65.00 50.00 64.68 21.00 7.50 50.00 64.68 29.15 85.00
## [111] 90.00 48.50 21.00 29.15 7.50 37.00 29.15 50.00 50.00 200.00
## [121] 5.30 350.00 39.00 50.00 29.15 48.50 50.00 5.30 65.00 47.00
## [131] 7.50 29.15 29.75 50.00 200.00 50.00 41.80 21.00 37.00 29.75
## [141] 85.00 50.00 62.00 7.50 48.50 29.15 90.00 30.80 35.00 64.68
## [151] 200.00 153.00 30.80 50.00 200.00 112.50 21.00 50.00 30.80 37.00
## [161] 350.00 50.00 64.68 50.00 50.00 48.50 69.70 30.80 62.00 30.80
## [171] 90.00 69.70 62.00 29.75 62.00 85.00 64.68 50.00 64.68 109.00
## [181] 29.15 5.30 41.80 62.00 65.00 153.00 31.00 64.68 200.00 62.00
## [191] 64.68 62.00 47.00 29.75 62.00 145.00 90.00 62.00 48.50 90.00
## [201] 29.75 48.50 62.00 200.00 30.80 7.50 115.00 5.30 39.00 29.75
## [211] 31.00 29.75 62.00 30.80 29.75 62.00 90.00 62.00 29.15 29.75
## [221] 35.00 30.80 64.68 85.00 37.00 45.00 62.00 123.00 48.50 41.80
## [231] 62.00 90.00 62.00 29.75 200.00 30.80 65.00 145.00 65.00 62.00
## [241] 31.00 46.00 62.00 109.00 65.00 62.00 37.00 48.50 62.00 200.00
## [251] 62.00 62.00 31.00 29.15 64.68 48.50 65.00 62.00 62.00 200.00
## [261] 90.00 7.50 62.00 47.00 200.00 62.00 109.00 29.15 62.00 90.00
## [271] 62.00 37.00 109.00 62.00 31.00 200.00 109.00 62.00 29.15 29.75
## [281] 200.00 29.75 130.00 40.00 29.15 112.50 31.00 37.00 145.00 29.75
## [291] 109.00 5.30 90.00 85.00 200.00 25.00 37.00 115.00 47.00 62.00
## [301] 64.68 200.00 164.00 29.75 62.00 64.68 29.15 123.00 62.00 64.68
## [311] 153.00 31.00 200.00 62.00 350.00 65.00 41.80 64.68 48.50 62.00
## [321] 29.75 62.00 31.00 62.00 29.75 48.50 69.70 48.50 109.00 65.00
## [331] 35.00 31.00 200.00 62.00 90.00 41.80 48.50 109.00 65.00 200.00
## [341] 31.00 56.50 29.15 62.00 21.00 109.00 37.00 200.00 15.00 109.00
## [351] 109.00 123.00 200.00 31.00 5.30 41.80 153.00 47.00 200.00 112.50
## [361] 200.00 109.00 31.00 56.50 37.00 200.00 120.00 56.50 200.00 56.50
## [371] 41.80 31.00 90.00 29.00 164.00 123.00 56.50 56.50 37.00 90.00
## [381] 153.00 56.50 62.00 145.00 200.00 350.00 90.00 29.00 109.00 80.00
## [391] 200.00 31.00 90.00 56.50 109.00 200.00 56.50 109.00 56.50 109.00
## [401] 164.00 56.50 80.00 41.80 21.00 29.00 90.00 41.80 109.00 164.00
## [411] 37.00 56.50 145.00 31.00 109.00 200.00 90.00 164.00 200.00 109.00
## [421] 80.00 56.50 47.00 41.80 120.00 56.50 41.80 29.00 40.00 109.00
## [431] 31.00 56.50 140.00 80.00 41.80 55.00 200.00 350.00 29.00 112.50
## [441] 200.00 153.00 65.00 31.00 40.00 109.00 37.00 80.00 109.00 59.50
## [451] 21.00 109.00 200.00 109.00 90.00 41.80 200.00 120.00 80.00 200.00
## [461] 59.50 164.00 200.00 109.00 21.00 109.00 200.00 41.80 112.50 200.00
## [471] 350.00 109.00 40.00 59.50 90.00 200.00 140.00 31.00 31.00 153.00
## [481] 37.00 80.00 90.00 145.00 21.00 46.00 90.00 200.00 90.00 29.00
## [491] 200.00 153.00 164.00 31.00 450.00 40.00 200.00 450.00 109.00 200.00
## [501] 25.00 115.00 164.00 120.00 45.00 450.00 40.00 41.80 112.50 350.00
## [511] 200.00 47.00 59.50 200.00 350.00 46.00 200.00 46.00 120.00 41.80
## [521] 140.00 200.00 21.00 200.00 29.00 29.00 59.50 41.80 164.00 200.00
## [531] 450.00 90.00 120.00 47.00 29.00 450.00 164.00 109.00 450.00 90.00
## [541] 130.00 450.00 41.80 200.00 450.00 109.00 200.00 21.00 112.50 109.00
## [551] 450.00 200.00 29.00 450.00 7.00 41.80 200.00 164.00 123.00 40.00
## [561] 200.00 450.00 21.00 123.00 41.80 450.00 45.00 200.00 90.00 350.00
## [571] 200.00 450.00 29.75 29.75 29.15 64.68 31.00 40.00 29.00 7.00
## [581] 29.00 200.00 7.00 200.00 200.00 450.00 64.68 41.80 21.00 20.14
## [591] 200.00 40.00 123.00 115.00 450.00 90.00 450.00 21.00 109.00 200.00
## [601] 64.68 350.00 450.00 123.00 64.68 47.00 200.00 450.00 29.00 109.00
## [611] 29.00 450.00 69.70 29.75 29.15 200.00 40.00 40.00 21.00 29.00
## [621] 69.70 30.80 7.00 200.00 109.00 69.70 25.00 40.00 450.00 200.00
## [631] 69.70 133.00 64.68 200.00 69.70 90.00 450.00 30.80 200.00 41.80
## [641] 29.00 29.00 47.00 450.00 164.00 200.00 164.00 64.68 115.00 40.00
## [651] 40.00 7.00 200.00 153.00 200.00 41.80 40.00 29.75 41.80 29.00
## [661] 109.00 30.80 450.00 29.75 25.00 40.00 40.00 130.00 200.00 350.00
## [671] 190.00 135.00 30.80 48.50 64.68 69.70 29.75 47.00 64.68 30.80
## [681] 30.80 190.00 29.00 45.00 30.80 190.00 30.80 69.70 29.75 41.80
## [691] 64.68 35.00 25.00 133.00 40.00 135.00 41.80 40.00 69.70 109.00
## [701] 47.00 40.00 133.00 40.00 450.00 35.00 29.00 90.00 200.00 450.00
## [711] 164.00 64.68 450.00 25.00 109.00 35.00 41.80 450.00 64.68 450.00
## [721] 41.80 450.00 40.00 450.00 25.00 45.00 90.00 450.00 450.00 450.00
## [731] 47.00 450.00 450.00 69.70 450.00 69.70 450.00 40.00 29.00 35.00
## [741] 450.00 40.00 40.00 450.00 41.80 45.00 450.00 40.00 69.70 45.00
## [751] 450.00 35.00 40.00 64.68 450.00 35.00 30.80 25.00 450.00 40.00
## [761] 64.68 29.00 40.00 30.80 40.00 450.00 450.00 40.00 45.00 40.00
## [771] 30.80 40.00 450.00 35.00 30.80 450.00 40.00 30.80 40.00 45.00
## [781] 450.00 40.00 30.80 450.00 40.00 25.00 450.00 30.80 40.00 450.00
## [791] 40.00 450.00 450.00 69.70 40.00 450.00 35.00 450.00 450.00 450.00
## [801] 40.00 29.75 450.00 40.00 40.00 450.00 450.00 40.00 450.00 25.00
## [811] 40.00 450.00 450.00 450.00 20.00 450.00 450.00 450.00 450.00 40.00
## [821] 40.00 450.00 450.00 69.70 450.00 25.00 450.00 450.00 40.00 450.00
## [831] 29.75 40.00 40.00 450.00 45.00 450.00 69.70 450.00 35.00 450.00
## [841] 450.00 30.80 35.00 25.00 450.00 450.00 450.00 40.00 450.00 40.00
## [851] 450.00 450.00 450.00 30.80 136.60 450.00 29.75 450.00 450.00 450.00
## [861] 35.00 450.00 450.00 450.00 450.00 450.00 40.00 450.00 450.00 450.00
## [871] 450.00 450.00 450.00 30.80 136.60 450.00 40.00 136.60 450.00 450.00
## [881] 136.60 450.00 450.00 35.00 450.00 450.00 450.00 450.00 450.00 35.00
## [891] 30.80 30.80 30.80 30.80 450.00 450.00 450.00 450.00 30.80 450.00
## [901] 450.00 450.00 450.00 450.00 450.00 450.00 450.00 450.00 30.80 450.00
## [911] 450.00 450.00 450.00 450.00 30.80 450.00 450.00 450.00 30.80 450.00
## [921] 450.00 450.00 450.00 NA NA NA NA NA NA NA
## [931] NA 59.00 NA 59.00 59.00 NA 59.00 NA 59.00 59.00
## [941] 59.00 59.00 59.00 59.00 NA 59.00 59.00 59.00 NA 59.00
## [951] 59.00 59.00 59.00 59.00 59.00 59.00 59.00 59.00 63.23 63.23
## [961] 63.23 63.23
strtoi("5")
## [1] 5
summary(shipdata_clean)
## X Unnamed..0 Company.Name Location
## Min. : 0.0 Min. : 0.0 Length:962 Length:962
## 1st Qu.: 324.2 1st Qu.: 324.2 Class :character Class :character
## Median : 658.5 Median : 658.5 Mode :character Mode :character
## Mean : 856.2 Mean : 856.2
## 3rd Qu.:1104.5 3rd Qu.:1104.5
## Max. :4020.0 Max. :4020.0
##
## Datum Detail Status.Rocket Rocket
## Length:962 Length:962 Length:962 Length:962
## Class :character Class :character Class :character Class :character
## Mode :character Mode :character Mode :character Mode :character
##
##
##
##
## Status.Mission time Rocket_int
## Length:962 Min. :1964-09-01 15:00:00 Min. : 5.3
## Class :character 1st Qu.:2002-03-13 09:51:15 1st Qu.: 40.0
## Mode :character Median :2012-01-15 06:01:30 Median : 62.0
## Mean :2008-01-30 09:01:17 Mean : 143.7
## 3rd Qu.:2017-09-08 15:20:45 3rd Qu.: 164.0
## Max. :2020-08-07 05:12:00 Max. :1160.0
## NA's :6