class: center, middle, inverse, title-slide # Lec 07 - tidyr ##
Statistical Programming ### Sem 1, 2020 ###
Dr. Colin Rundel --- exclude: true --- class: middle .center[ <img src="imgs/hex-tidyr.png" width="45%" /> ] --- class: middle, center # Wide vs. Long --- ## Wide -> Long <img src="imgs/tidyr_gather.png" width="60%" style="display: block; margin: auto;" /> .center[ `gather` or `pivot_longer` ] .footnote[ From [data import cheatsheet](https://github.com/rstudio/cheatsheets/blob/master/data-import.pdf) ] --- ## Long -> Wide () <img src="imgs/tidyr_spread.png" width="70%" style="display: block; margin: auto;" /> .center[ `spread` or `pivot_wider` ] .footnote[ From [data import cheatsheet](https://github.com/rstudio/cheatsheets/blob/master/data-import.pdf) ] --- ## Separate <img src="imgs/tidyr_separate.png" width="70%" style="display: block; margin: auto;" /> .footnote[ From [data import cheatsheet](https://github.com/rstudio/cheatsheets/blob/master/data-import.pdf) ] --- ## Unite <img src="imgs/tidyr_unite.png" width="70%" style="display: block; margin: auto;" /> .footnote[ From [data import cheatsheet](https://github.com/rstudio/cheatsheets/blob/master/data-import.pdf) ] --- ## Grades Is the following data tidy? ```r (grades = tibble::tribble( ~name, ~hw_1, ~hw_2, ~hw_3, ~hw_4, ~proj_1, ~proj_2, "Alice", 19, 19, 18, 20, 89, 95, "Bob", 18, 20, 18, 16, 77, 88, "Carol", 18, 20, 18, 17, 96, 99, "Dave", 19, 19, 18, 19, 86, 82 )) ``` ``` ## # A tibble: 4 x 7 ## name hw_1 hw_2 hw_3 hw_4 proj_1 proj_2 ## <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> ## 1 Alice 19 19 18 20 89 95 ## 2 Bob 18 20 18 16 77 88 ## 3 Carol 18 20 18 17 96 99 ## 4 Dave 19 19 18 19 86 82 ``` -- How would we calculate a final score based on the following formula, `$$\text{score} = 0.5\,\frac{\sum\text{hw}_i}{80} + 0.5\,\frac{\sum\text{proj}_j}{200}$$` --- ## Semi-tidy approach ```r grades %>% mutate( hw_avg = (hw_1+hw_2+hw_3+hw_4)/4, proj_avg = (proj_1+proj_2)/2 ) %>% mutate( overall = 0.5*(proj_avg/100) + 0.5*(hw_avg/20) ) ``` ``` ## # A tibble: 4 x 10 ## name hw_1 hw_2 hw_3 hw_4 proj_1 proj_2 hw_avg proj_avg overall ## <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> ## 1 Alice 19 19 18 20 89 95 19 92 0.935 ## 2 Bob 18 20 18 16 77 88 18 82.5 0.862 ## 3 Carol 18 20 18 17 96 99 18.2 97.5 0.944 ## 4 Dave 19 19 18 19 86 82 18.8 84 0.889 ``` --- ## pivot_longer (Wide -> Long) ```r tidyr::pivot_longer( grades, cols = hw_1:proj_2, names_to = "assignment", values_to = "score" ) ``` ``` ## # A tibble: 24 x 3 ## name assignment score ## <chr> <chr> <dbl> ## 1 Alice hw_1 19 ## 2 Alice hw_2 19 ## 3 Alice hw_3 18 ## 4 Alice hw_4 20 ## 5 Alice proj_1 89 ## 6 Alice proj_2 95 ## 7 Bob hw_1 18 ## 8 Bob hw_2 20 ## 9 Bob hw_3 18 ## 10 Bob hw_4 16 ## # … with 14 more rows ``` --- ```r tidyr::pivot_longer( grades, cols = hw_1:proj_2, names_to = c("type", "id"), names_sep = "_", values_to = "score" ) ``` ``` ## # A tibble: 24 x 4 ## name type id score ## <chr> <chr> <chr> <dbl> ## 1 Alice hw 1 19 ## 2 Alice hw 2 19 ## 3 Alice hw 3 18 ## 4 Alice hw 4 20 ## 5 Alice proj 1 89 ## 6 Alice proj 2 95 ## 7 Bob hw 1 18 ## 8 Bob hw 2 20 ## 9 Bob hw 3 18 ## 10 Bob hw 4 16 ## # … with 14 more rows ``` --- ## Tidy approach? ```r grades %>% tidyr::pivot_longer( cols = hw_1:proj_2, names_to = c("type", "id"), names_sep = "_", values_to = "score" ) %>% group_by(name, type) %>% summarize(total = sum(score)) ``` ``` ## `summarise()` regrouping output by 'name' (override with `.groups` argument) ``` ``` ## # A tibble: 8 x 3 ## # Groups: name [4] ## name type total ## <chr> <chr> <dbl> ## 1 Alice hw 76 ## 2 Alice proj 184 ## 3 Bob hw 72 ## 4 Bob proj 165 ## 5 Carol hw 73 ## 6 Carol proj 195 ## 7 Dave hw 75 ## 8 Dave proj 168 ``` --- ## pivot_wider - (Long -> Wide) ```r grades %>% tidyr::pivot_longer( cols = hw_1:proj_2, names_to = c("type", "id"), names_sep = "_", values_to = "score" ) %>% group_by(name, type) %>% summarize(total = sum(score)) %>% tidyr::pivot_wider( names_from = type, values_from = total ) ``` ``` ## `summarise()` regrouping output by 'name' (override with `.groups` argument) ``` ``` ## # A tibble: 4 x 3 ## # Groups: name [4] ## name hw proj ## <chr> <dbl> <dbl> ## 1 Alice 76 184 ## 2 Bob 72 165 ## 3 Carol 73 195 ## 4 Dave 75 168 ``` --- ## Wrapping up ```r grades %>% tidyr::pivot_longer( cols = hw_1:proj_2, names_to = c("type", "id"), names_sep = "_", values_to = "score" ) %>% group_by(name, type) %>% summarize(total = sum(score)) %>% tidyr::pivot_wider( names_from = type, values_from = total ) %>% mutate( score = 0.5*(hw/80) + 0.5*(proj/200) ) ``` ``` ## `summarise()` regrouping output by 'name' (override with `.groups` argument) ``` ``` ## # A tibble: 4 x 4 ## # Groups: name [4] ## name hw proj score ## <chr> <dbl> <dbl> <dbl> ## 1 Alice 76 184 0.935 ## 2 Bob 72 165 0.862 ## 3 Carol 73 195 0.944 ## 4 Dave 75 168 0.889 ``` --- class: center, middle # Rectangling --- ## Star Wars & repurrrsive `repurrrsive` is a package that contains a number of interesting example data sets that are stored in a hierarchical format. Many come from web-based APIs which provide results as JSON. ```r str(repurrrsive::sw_people) ``` ``` ## List of 87 ## $ :List of 16 ## ..$ name : chr "Luke Skywalker" ## ..$ height : chr "172" ## ..$ mass : chr "77" ## ..$ hair_color: chr "blond" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "19BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/1/" ## ..$ films : chr [1:5] "http://swapi.co/api/films/6/" "http://swapi.co/api/films/3/" "http://swapi.co/api/films/2/" "http://swapi.co/api/films/1/" ... ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ vehicles : chr [1:2] "http://swapi.co/api/vehicles/14/" "http://swapi.co/api/vehicles/30/" ## ..$ starships : chr [1:2] "http://swapi.co/api/starships/12/" "http://swapi.co/api/starships/22/" ## ..$ created : chr "2014-12-09T13:50:51.644000Z" ## ..$ edited : chr "2014-12-20T21:17:56.891000Z" ## ..$ url : chr "http://swapi.co/api/people/1/" ## $ :List of 14 ## ..$ name : chr "C-3PO" ## ..$ height : chr "167" ## ..$ mass : chr "75" ## ..$ hair_color: chr "n/a" ## ..$ skin_color: chr "gold" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "112BBY" ## ..$ gender : chr "n/a" ## ..$ homeworld : chr "http://swapi.co/api/planets/1/" ## ..$ films : chr [1:6] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" "http://swapi.co/api/films/3/" ... ## ..$ species : chr "http://swapi.co/api/species/2/" ## ..$ created : chr "2014-12-10T15:10:51.357000Z" ## ..$ edited : chr "2014-12-20T21:17:50.309000Z" ## ..$ url : chr "http://swapi.co/api/people/2/" ## $ :List of 14 ## ..$ name : chr "R2-D2" ## ..$ height : chr "96" ## ..$ mass : chr "32" ## ..$ hair_color: chr "n/a" ## ..$ skin_color: chr "white, blue" ## ..$ eye_color : chr "red" ## ..$ birth_year: chr "33BBY" ## ..$ gender : chr "n/a" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr [1:7] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" "http://swapi.co/api/films/3/" ... ## ..$ species : chr "http://swapi.co/api/species/2/" ## ..$ created : chr "2014-12-10T15:11:50.376000Z" ## ..$ edited : chr "2014-12-20T21:17:50.311000Z" ## ..$ url : chr "http://swapi.co/api/people/3/" ## $ :List of 15 ## ..$ name : chr "Darth Vader" ## ..$ height : chr "202" ## ..$ mass : chr "136" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "white" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "41.9BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/1/" ## ..$ films : chr [1:4] "http://swapi.co/api/films/6/" "http://swapi.co/api/films/3/" "http://swapi.co/api/films/2/" "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ starships : chr "http://swapi.co/api/starships/13/" ## ..$ created : chr "2014-12-10T15:18:20.704000Z" ## ..$ edited : chr "2014-12-20T21:17:50.313000Z" ## ..$ url : chr "http://swapi.co/api/people/4/" ## $ :List of 15 ## ..$ name : chr "Leia Organa" ## ..$ height : chr "150" ## ..$ mass : chr "49" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "19BBY" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/2/" ## ..$ films : chr [1:5] "http://swapi.co/api/films/6/" "http://swapi.co/api/films/3/" "http://swapi.co/api/films/2/" "http://swapi.co/api/films/1/" ... ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ vehicles : chr "http://swapi.co/api/vehicles/30/" ## ..$ created : chr "2014-12-10T15:20:09.791000Z" ## ..$ edited : chr "2014-12-20T21:17:50.315000Z" ## ..$ url : chr "http://swapi.co/api/people/5/" ## $ :List of 14 ## ..$ name : chr "Owen Lars" ## ..$ height : chr "178" ## ..$ mass : chr "120" ## ..$ hair_color: chr "brown, grey" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "52BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/1/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/6/" "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-10T15:52:14.024000Z" ## ..$ edited : chr "2014-12-20T21:17:50.317000Z" ## ..$ url : chr "http://swapi.co/api/people/6/" ## $ :List of 14 ## ..$ name : chr "Beru Whitesun lars" ## ..$ height : chr "165" ## ..$ mass : chr "75" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "47BBY" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/1/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/6/" "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-10T15:53:41.121000Z" ## ..$ edited : chr "2014-12-20T21:17:50.319000Z" ## ..$ url : chr "http://swapi.co/api/people/7/" ## $ :List of 14 ## ..$ name : chr "R5-D4" ## ..$ height : chr "97" ## ..$ mass : chr "32" ## ..$ hair_color: chr "n/a" ## ..$ skin_color: chr "white, red" ## ..$ eye_color : chr "red" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "n/a" ## ..$ homeworld : chr "http://swapi.co/api/planets/1/" ## ..$ films : chr "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/2/" ## ..$ created : chr "2014-12-10T15:57:50.959000Z" ## ..$ edited : chr "2014-12-20T21:17:50.321000Z" ## ..$ url : chr "http://swapi.co/api/people/8/" ## $ :List of 15 ## ..$ name : chr "Biggs Darklighter" ## ..$ height : chr "183" ## ..$ mass : chr "84" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "24BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/1/" ## ..$ films : chr "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ starships : chr "http://swapi.co/api/starships/12/" ## ..$ created : chr "2014-12-10T15:59:50.509000Z" ## ..$ edited : chr "2014-12-20T21:17:50.323000Z" ## ..$ url : chr "http://swapi.co/api/people/9/" ## $ :List of 16 ## ..$ name : chr "Obi-Wan Kenobi" ## ..$ height : chr "182" ## ..$ mass : chr "77" ## ..$ hair_color: chr "auburn, white" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue-gray" ## ..$ birth_year: chr "57BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/20/" ## ..$ films : chr [1:6] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" "http://swapi.co/api/films/3/" ... ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ vehicles : chr "http://swapi.co/api/vehicles/38/" ## ..$ starships : chr [1:5] "http://swapi.co/api/starships/48/" "http://swapi.co/api/starships/59/" "http://swapi.co/api/starships/64/" "http://swapi.co/api/starships/65/" ... ## ..$ created : chr "2014-12-10T16:16:29.192000Z" ## ..$ edited : chr "2014-12-20T21:17:50.325000Z" ## ..$ url : chr "http://swapi.co/api/people/10/" ## $ :List of 16 ## ..$ name : chr "Anakin Skywalker" ## ..$ height : chr "188" ## ..$ mass : chr "84" ## ..$ hair_color: chr "blond" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "41.9BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/1/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ vehicles : chr [1:2] "http://swapi.co/api/vehicles/44/" "http://swapi.co/api/vehicles/46/" ## ..$ starships : chr [1:3] "http://swapi.co/api/starships/59/" "http://swapi.co/api/starships/65/" "http://swapi.co/api/starships/39/" ## ..$ created : chr "2014-12-10T16:20:44.310000Z" ## ..$ edited : chr "2014-12-20T21:17:50.327000Z" ## ..$ url : chr "http://swapi.co/api/people/11/" ## $ :List of 14 ## ..$ name : chr "Wilhuff Tarkin" ## ..$ height : chr "180" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "auburn, grey" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "64BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/21/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/6/" "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-10T16:26:56.138000Z" ## ..$ edited : chr "2014-12-20T21:17:50.330000Z" ## ..$ url : chr "http://swapi.co/api/people/12/" ## $ :List of 16 ## ..$ name : chr "Chewbacca" ## ..$ height : chr "228" ## ..$ mass : chr "112" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "unknown" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "200BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/14/" ## ..$ films : chr [1:5] "http://swapi.co/api/films/6/" "http://swapi.co/api/films/3/" "http://swapi.co/api/films/2/" "http://swapi.co/api/films/1/" ... ## ..$ species : chr "http://swapi.co/api/species/3/" ## ..$ vehicles : chr "http://swapi.co/api/vehicles/19/" ## ..$ starships : chr [1:2] "http://swapi.co/api/starships/10/" "http://swapi.co/api/starships/22/" ## ..$ created : chr "2014-12-10T16:42:45.066000Z" ## ..$ edited : chr "2014-12-20T21:17:50.332000Z" ## ..$ url : chr "http://swapi.co/api/people/13/" ## $ :List of 15 ## ..$ name : chr "Han Solo" ## ..$ height : chr "180" ## ..$ mass : chr "80" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "29BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/22/" ## ..$ films : chr [1:4] "http://swapi.co/api/films/3/" "http://swapi.co/api/films/2/" "http://swapi.co/api/films/1/" "http://swapi.co/api/films/7/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ starships : chr [1:2] "http://swapi.co/api/starships/10/" "http://swapi.co/api/starships/22/" ## ..$ created : chr "2014-12-10T16:49:14.582000Z" ## ..$ edited : chr "2014-12-20T21:17:50.334000Z" ## ..$ url : chr "http://swapi.co/api/people/14/" ## $ :List of 14 ## ..$ name : chr "Greedo" ## ..$ height : chr "173" ## ..$ mass : chr "74" ## ..$ hair_color: chr "n/a" ## ..$ skin_color: chr "green" ## ..$ eye_color : chr "black" ## ..$ birth_year: chr "44BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/23/" ## ..$ films : chr "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/4/" ## ..$ created : chr "2014-12-10T17:03:30.334000Z" ## ..$ edited : chr "2014-12-20T21:17:50.336000Z" ## ..$ url : chr "http://swapi.co/api/people/15/" ## $ :List of 14 ## ..$ name : chr "Jabba Desilijic Tiure" ## ..$ height : chr "175" ## ..$ mass : chr "1,358" ## ..$ hair_color: chr "n/a" ## ..$ skin_color: chr "green-tan, brown" ## ..$ eye_color : chr "orange" ## ..$ birth_year: chr "600BBY" ## ..$ gender : chr "hermaphrodite" ## ..$ homeworld : chr "http://swapi.co/api/planets/24/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/4/" "http://swapi.co/api/films/3/" "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/5/" ## ..$ created : chr "2014-12-10T17:11:31.638000Z" ## ..$ edited : chr "2014-12-20T21:17:50.338000Z" ## ..$ url : chr "http://swapi.co/api/people/16/" ## $ :List of 16 ## ..$ name : chr "Wedge Antilles" ## ..$ height : chr "170" ## ..$ mass : chr "77" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "hazel" ## ..$ birth_year: chr "21BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/22/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/3/" "http://swapi.co/api/films/2/" "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ vehicles : chr "http://swapi.co/api/vehicles/14/" ## ..$ starships : chr "http://swapi.co/api/starships/12/" ## ..$ created : chr "2014-12-12T11:08:06.469000Z" ## ..$ edited : chr "2014-12-20T21:17:50.341000Z" ## ..$ url : chr "http://swapi.co/api/people/18/" ## $ :List of 15 ## ..$ name : chr "Jek Tono Porkins" ## ..$ height : chr "180" ## ..$ mass : chr "110" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/26/" ## ..$ films : chr "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ starships : chr "http://swapi.co/api/starships/12/" ## ..$ created : chr "2014-12-12T11:16:56.569000Z" ## ..$ edited : chr "2014-12-20T21:17:50.343000Z" ## ..$ url : chr "http://swapi.co/api/people/19/" ## $ :List of 14 ## ..$ name : chr "Yoda" ## ..$ height : chr "66" ## ..$ mass : chr "17" ## ..$ hair_color: chr "white" ## ..$ skin_color: chr "green" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "896BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/28/" ## ..$ films : chr [1:5] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" "http://swapi.co/api/films/3/" ... ## ..$ species : chr "http://swapi.co/api/species/6/" ## ..$ created : chr "2014-12-15T12:26:01.042000Z" ## ..$ edited : chr "2014-12-20T21:17:50.345000Z" ## ..$ url : chr "http://swapi.co/api/people/20/" ## $ :List of 14 ## ..$ name : chr "Palpatine" ## ..$ height : chr "170" ## ..$ mass : chr "75" ## ..$ hair_color: chr "grey" ## ..$ skin_color: chr "pale" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "82BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr [1:5] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" "http://swapi.co/api/films/3/" ... ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-15T12:48:05.971000Z" ## ..$ edited : chr "2014-12-20T21:17:50.347000Z" ## ..$ url : chr "http://swapi.co/api/people/21/" ## $ :List of 15 ## ..$ name : chr "Boba Fett" ## ..$ height : chr "183" ## ..$ mass : chr "78.2" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "31.5BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/10/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/3/" "http://swapi.co/api/films/2/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ starships : chr "http://swapi.co/api/starships/21/" ## ..$ created : chr "2014-12-15T12:49:32.457000Z" ## ..$ edited : chr "2014-12-20T21:17:50.349000Z" ## ..$ url : chr "http://swapi.co/api/people/22/" ## $ :List of 14 ## ..$ name : chr "IG-88" ## ..$ height : chr "200" ## ..$ mass : chr "140" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "metal" ## ..$ eye_color : chr "red" ## ..$ birth_year: chr "15BBY" ## ..$ gender : chr "none" ## ..$ homeworld : chr "http://swapi.co/api/planets/28/" ## ..$ films : chr "http://swapi.co/api/films/2/" ## ..$ species : chr "http://swapi.co/api/species/2/" ## ..$ created : chr "2014-12-15T12:51:10.076000Z" ## ..$ edited : chr "2014-12-20T21:17:50.351000Z" ## ..$ url : chr "http://swapi.co/api/people/23/" ## $ :List of 14 ## ..$ name : chr "Bossk" ## ..$ height : chr "190" ## ..$ mass : chr "113" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "green" ## ..$ eye_color : chr "red" ## ..$ birth_year: chr "53BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/29/" ## ..$ films : chr "http://swapi.co/api/films/2/" ## ..$ species : chr "http://swapi.co/api/species/7/" ## ..$ created : chr "2014-12-15T12:53:49.297000Z" ## ..$ edited : chr "2014-12-20T21:17:50.355000Z" ## ..$ url : chr "http://swapi.co/api/people/24/" ## $ :List of 15 ## ..$ name : chr "Lando Calrissian" ## ..$ height : chr "177" ## ..$ mass : chr "79" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "dark" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "31BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/30/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/3/" "http://swapi.co/api/films/2/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ starships : chr "http://swapi.co/api/starships/10/" ## ..$ created : chr "2014-12-15T12:56:32.683000Z" ## ..$ edited : chr "2014-12-20T21:17:50.357000Z" ## ..$ url : chr "http://swapi.co/api/people/25/" ## $ :List of 14 ## ..$ name : chr "Lobot" ## ..$ height : chr "175" ## ..$ mass : chr "79" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "37BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/6/" ## ..$ films : chr "http://swapi.co/api/films/2/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-15T13:01:57.178000Z" ## ..$ edited : chr "2014-12-20T21:17:50.359000Z" ## ..$ url : chr "http://swapi.co/api/people/26/" ## $ :List of 14 ## ..$ name : chr "Ackbar" ## ..$ height : chr "180" ## ..$ mass : chr "83" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "brown mottle" ## ..$ eye_color : chr "orange" ## ..$ birth_year: chr "41BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/31/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/3/" "http://swapi.co/api/films/7/" ## ..$ species : chr "http://swapi.co/api/species/8/" ## ..$ created : chr "2014-12-18T11:07:50.584000Z" ## ..$ edited : chr "2014-12-20T21:17:50.362000Z" ## ..$ url : chr "http://swapi.co/api/people/27/" ## $ :List of 14 ## ..$ name : chr "Mon Mothma" ## ..$ height : chr "150" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "auburn" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "48BBY" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/32/" ## ..$ films : chr "http://swapi.co/api/films/3/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-18T11:12:38.895000Z" ## ..$ edited : chr "2014-12-20T21:17:50.364000Z" ## ..$ url : chr "http://swapi.co/api/people/28/" ## $ :List of 15 ## ..$ name : chr "Arvel Crynyd" ## ..$ height : chr "unknown" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/28/" ## ..$ films : chr "http://swapi.co/api/films/3/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ starships : chr "http://swapi.co/api/starships/28/" ## ..$ created : chr "2014-12-18T11:16:33.020000Z" ## ..$ edited : chr "2014-12-20T21:17:50.367000Z" ## ..$ url : chr "http://swapi.co/api/people/29/" ## $ :List of 14 ## ..$ name : chr "Wicket Systri Warrick" ## ..$ height : chr "88" ## ..$ mass : chr "20" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "brown" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "8BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/7/" ## ..$ films : chr "http://swapi.co/api/films/3/" ## ..$ species : chr "http://swapi.co/api/species/9/" ## ..$ created : chr "2014-12-18T11:21:58.954000Z" ## ..$ edited : chr "2014-12-20T21:17:50.369000Z" ## ..$ url : chr "http://swapi.co/api/people/30/" ## $ :List of 15 ## ..$ name : chr "Nien Nunb" ## ..$ height : chr "160" ## ..$ mass : chr "68" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "grey" ## ..$ eye_color : chr "black" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/33/" ## ..$ films : chr "http://swapi.co/api/films/3/" ## ..$ species : chr "http://swapi.co/api/species/10/" ## ..$ starships : chr "http://swapi.co/api/starships/10/" ## ..$ created : chr "2014-12-18T11:26:18.541000Z" ## ..$ edited : chr "2014-12-20T21:17:50.371000Z" ## ..$ url : chr "http://swapi.co/api/people/31/" ## $ :List of 15 ## ..$ name : chr "Qui-Gon Jinn" ## ..$ height : chr "193" ## ..$ mass : chr "89" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "92BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/28/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ vehicles : chr "http://swapi.co/api/vehicles/38/" ## ..$ created : chr "2014-12-19T16:54:53.618000Z" ## ..$ edited : chr "2014-12-20T21:17:50.375000Z" ## ..$ url : chr "http://swapi.co/api/people/32/" ## $ :List of 14 ## ..$ name : chr "Nute Gunray" ## ..$ height : chr "191" ## ..$ mass : chr "90" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "mottled green" ## ..$ eye_color : chr "red" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/18/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/11/" ## ..$ created : chr "2014-12-19T17:05:57.357000Z" ## ..$ edited : chr "2014-12-20T21:17:50.377000Z" ## ..$ url : chr "http://swapi.co/api/people/33/" ## $ :List of 14 ## ..$ name : chr "Finis Valorum" ## ..$ height : chr "170" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "blond" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "91BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/9/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-19T17:21:45.915000Z" ## ..$ edited : chr "2014-12-20T21:17:50.379000Z" ## ..$ url : chr "http://swapi.co/api/people/34/" ## $ :List of 14 ## ..$ name : chr "Jar Jar Binks" ## ..$ height : chr "196" ## ..$ mass : chr "66" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "orange" ## ..$ eye_color : chr "orange" ## ..$ birth_year: chr "52BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/12/" ## ..$ created : chr "2014-12-19T17:29:32.489000Z" ## ..$ edited : chr "2014-12-20T21:17:50.383000Z" ## ..$ url : chr "http://swapi.co/api/people/36/" ## $ :List of 14 ## ..$ name : chr "Roos Tarpals" ## ..$ height : chr "224" ## ..$ mass : chr "82" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "grey" ## ..$ eye_color : chr "orange" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/12/" ## ..$ created : chr "2014-12-19T17:32:56.741000Z" ## ..$ edited : chr "2014-12-20T21:17:50.385000Z" ## ..$ url : chr "http://swapi.co/api/people/37/" ## $ :List of 14 ## ..$ name : chr "Rugor Nass" ## ..$ height : chr "206" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "green" ## ..$ eye_color : chr "orange" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/12/" ## ..$ created : chr "2014-12-19T17:33:38.909000Z" ## ..$ edited : chr "2014-12-20T21:17:50.388000Z" ## ..$ url : chr "http://swapi.co/api/people/38/" ## $ :List of 14 ## ..$ name : chr "Ric Olié" ## ..$ height : chr "183" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ starships : chr "http://swapi.co/api/starships/40/" ## ..$ created : chr "2014-12-19T17:45:01.522000Z" ## ..$ edited : chr "2014-12-20T21:17:50.392000Z" ## ..$ url : chr "http://swapi.co/api/people/39/" ## $ :List of 14 ## ..$ name : chr "Watto" ## ..$ height : chr "137" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "blue, grey" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/34/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/13/" ## ..$ created : chr "2014-12-19T17:48:54.647000Z" ## ..$ edited : chr "2014-12-20T21:17:50.395000Z" ## ..$ url : chr "http://swapi.co/api/people/40/" ## $ :List of 14 ## ..$ name : chr "Sebulba" ## ..$ height : chr "112" ## ..$ mass : chr "40" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "grey, red" ## ..$ eye_color : chr "orange" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/35/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/14/" ## ..$ created : chr "2014-12-19T17:53:02.586000Z" ## ..$ edited : chr "2014-12-20T21:17:50.397000Z" ## ..$ url : chr "http://swapi.co/api/people/41/" ## $ :List of 13 ## ..$ name : chr "Quarsh Panaka" ## ..$ height : chr "183" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "dark" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "62BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ created : chr "2014-12-19T17:55:43.348000Z" ## ..$ edited : chr "2014-12-20T21:17:50.399000Z" ## ..$ url : chr "http://swapi.co/api/people/42/" ## $ :List of 14 ## ..$ name : chr "Shmi Skywalker" ## ..$ height : chr "163" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "72BBY" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/1/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-19T17:57:41.191000Z" ## ..$ edited : chr "2014-12-20T21:17:50.401000Z" ## ..$ url : chr "http://swapi.co/api/people/43/" ## $ :List of 16 ## ..$ name : chr "Darth Maul" ## ..$ height : chr "175" ## ..$ mass : chr "80" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "red" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "54BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/36/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/22/" ## ..$ vehicles : chr "http://swapi.co/api/vehicles/42/" ## ..$ starships : chr "http://swapi.co/api/starships/41/" ## ..$ created : chr "2014-12-19T18:00:41.929000Z" ## ..$ edited : chr "2014-12-20T21:17:50.403000Z" ## ..$ url : chr "http://swapi.co/api/people/44/" ## $ :List of 14 ## ..$ name : chr "Bib Fortuna" ## ..$ height : chr "180" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "pale" ## ..$ eye_color : chr "pink" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/37/" ## ..$ films : chr "http://swapi.co/api/films/3/" ## ..$ species : chr "http://swapi.co/api/species/15/" ## ..$ created : chr "2014-12-20T09:47:02.512000Z" ## ..$ edited : chr "2014-12-20T21:17:50.407000Z" ## ..$ url : chr "http://swapi.co/api/people/45/" ## $ :List of 14 ## ..$ name : chr "Ayla Secura" ## ..$ height : chr "178" ## ..$ mass : chr "55" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "blue" ## ..$ eye_color : chr "hazel" ## ..$ birth_year: chr "48BBY" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/37/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/15/" ## ..$ created : chr "2014-12-20T09:48:01.172000Z" ## ..$ edited : chr "2014-12-20T21:17:50.409000Z" ## ..$ url : chr "http://swapi.co/api/people/46/" ## $ :List of 14 ## ..$ name : chr "Dud Bolt" ## ..$ height : chr "94" ## ..$ mass : chr "45" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "blue, grey" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/39/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/17/" ## ..$ created : chr "2014-12-20T09:57:31.858000Z" ## ..$ edited : chr "2014-12-20T21:17:50.414000Z" ## ..$ url : chr "http://swapi.co/api/people/48/" ## $ :List of 14 ## ..$ name : chr "Gasgano" ## ..$ height : chr "122" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "white, blue" ## ..$ eye_color : chr "black" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/40/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/18/" ## ..$ created : chr "2014-12-20T10:02:12.223000Z" ## ..$ edited : chr "2014-12-20T21:17:50.416000Z" ## ..$ url : chr "http://swapi.co/api/people/49/" ## $ :List of 14 ## ..$ name : chr "Ben Quadinaros" ## ..$ height : chr "163" ## ..$ mass : chr "65" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "grey, green, yellow" ## ..$ eye_color : chr "orange" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/41/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/19/" ## ..$ created : chr "2014-12-20T10:08:33.777000Z" ## ..$ edited : chr "2014-12-20T21:17:50.417000Z" ## ..$ url : chr "http://swapi.co/api/people/50/" ## $ :List of 14 ## ..$ name : chr "Mace Windu" ## ..$ height : chr "188" ## ..$ mass : chr "84" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "dark" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "72BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/42/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-20T10:12:30.846000Z" ## ..$ edited : chr "2014-12-20T21:17:50.420000Z" ## ..$ url : chr "http://swapi.co/api/people/51/" ## $ :List of 14 ## ..$ name : chr "Ki-Adi-Mundi" ## ..$ height : chr "198" ## ..$ mass : chr "82" ## ..$ hair_color: chr "white" ## ..$ skin_color: chr "pale" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "92BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/43/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/20/" ## ..$ created : chr "2014-12-20T10:15:32.293000Z" ## ..$ edited : chr "2014-12-20T21:17:50.422000Z" ## ..$ url : chr "http://swapi.co/api/people/52/" ## $ :List of 14 ## ..$ name : chr "Kit Fisto" ## ..$ height : chr "196" ## ..$ mass : chr "87" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "green" ## ..$ eye_color : chr "black" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/44/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/21/" ## ..$ created : chr "2014-12-20T10:18:57.202000Z" ## ..$ edited : chr "2014-12-20T21:17:50.424000Z" ## ..$ url : chr "http://swapi.co/api/people/53/" ## $ :List of 14 ## ..$ name : chr "Eeth Koth" ## ..$ height : chr "171" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "brown" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/45/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/22/" ## ..$ created : chr "2014-12-20T10:26:47.902000Z" ## ..$ edited : chr "2014-12-20T21:17:50.427000Z" ## ..$ url : chr "http://swapi.co/api/people/54/" ## $ :List of 14 ## ..$ name : chr "Adi Gallia" ## ..$ height : chr "184" ## ..$ mass : chr "50" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "dark" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/9/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/23/" ## ..$ created : chr "2014-12-20T10:29:11.661000Z" ## ..$ edited : chr "2014-12-20T21:17:50.432000Z" ## ..$ url : chr "http://swapi.co/api/people/55/" ## $ :List of 14 ## ..$ name : chr "Saesee Tiin" ## ..$ height : chr "188" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "pale" ## ..$ eye_color : chr "orange" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/47/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/24/" ## ..$ created : chr "2014-12-20T10:32:11.669000Z" ## ..$ edited : chr "2014-12-20T21:17:50.434000Z" ## ..$ url : chr "http://swapi.co/api/people/56/" ## $ :List of 14 ## ..$ name : chr "Yarael Poof" ## ..$ height : chr "264" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "white" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/48/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/25/" ## ..$ created : chr "2014-12-20T10:34:48.725000Z" ## ..$ edited : chr "2014-12-20T21:17:50.437000Z" ## ..$ url : chr "http://swapi.co/api/people/57/" ## $ :List of 15 ## ..$ name : chr "Plo Koon" ## ..$ height : chr "188" ## ..$ mass : chr "80" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "orange" ## ..$ eye_color : chr "black" ## ..$ birth_year: chr "22BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/49/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/26/" ## ..$ starships : chr "http://swapi.co/api/starships/48/" ## ..$ created : chr "2014-12-20T10:49:19.859000Z" ## ..$ edited : chr "2014-12-20T21:17:50.439000Z" ## ..$ url : chr "http://swapi.co/api/people/58/" ## $ :List of 14 ## ..$ name : chr "Mas Amedda" ## ..$ height : chr "196" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "blue" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/50/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/27/" ## ..$ created : chr "2014-12-20T10:53:26.457000Z" ## ..$ edited : chr "2014-12-20T21:17:50.442000Z" ## ..$ url : chr "http://swapi.co/api/people/59/" ## $ :List of 15 ## ..$ name : chr "Gregar Typho" ## ..$ height : chr "185" ## ..$ mass : chr "85" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "dark" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ starships : chr "http://swapi.co/api/starships/39/" ## ..$ created : chr "2014-12-20T11:10:10.381000Z" ## ..$ edited : chr "2014-12-20T21:17:50.445000Z" ## ..$ url : chr "http://swapi.co/api/people/60/" ## $ :List of 14 ## ..$ name : chr "Cordé" ## ..$ height : chr "157" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-20T11:11:39.630000Z" ## ..$ edited : chr "2014-12-20T21:17:50.449000Z" ## ..$ url : chr "http://swapi.co/api/people/61/" ## $ :List of 14 ## ..$ name : chr "Cliegg Lars" ## ..$ height : chr "183" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "82BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/1/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-20T15:59:03.958000Z" ## ..$ edited : chr "2014-12-20T21:17:50.451000Z" ## ..$ url : chr "http://swapi.co/api/people/62/" ## $ :List of 14 ## ..$ name : chr "Poggle the Lesser" ## ..$ height : chr "183" ## ..$ mass : chr "80" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "green" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/11/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/28/" ## ..$ created : chr "2014-12-20T16:40:43.977000Z" ## ..$ edited : chr "2014-12-20T21:17:50.453000Z" ## ..$ url : chr "http://swapi.co/api/people/63/" ## $ :List of 14 ## ..$ name : chr "Luminara Unduli" ## ..$ height : chr "170" ## ..$ mass : chr "56.2" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "yellow" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "58BBY" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/51/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/29/" ## ..$ created : chr "2014-12-20T16:45:53.668000Z" ## ..$ edited : chr "2014-12-20T21:17:50.455000Z" ## ..$ url : chr "http://swapi.co/api/people/64/" ## $ :List of 14 ## ..$ name : chr "Barriss Offee" ## ..$ height : chr "166" ## ..$ mass : chr "50" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "yellow" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "40BBY" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/51/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/29/" ## ..$ created : chr "2014-12-20T16:46:40.440000Z" ## ..$ edited : chr "2014-12-20T21:17:50.457000Z" ## ..$ url : chr "http://swapi.co/api/people/65/" ## $ :List of 14 ## ..$ name : chr "Dormé" ## ..$ height : chr "165" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-20T16:49:14.640000Z" ## ..$ edited : chr "2014-12-20T21:17:50.460000Z" ## ..$ url : chr "http://swapi.co/api/people/66/" ## $ :List of 15 ## ..$ name : chr "Dooku" ## ..$ height : chr "193" ## ..$ mass : chr "80" ## ..$ hair_color: chr "white" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "102BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/52/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ vehicles : chr "http://swapi.co/api/vehicles/55/" ## ..$ created : chr "2014-12-20T16:52:14.726000Z" ## ..$ edited : chr "2014-12-20T21:17:50.462000Z" ## ..$ url : chr "http://swapi.co/api/people/67/" ## $ :List of 14 ## ..$ name : chr "Bail Prestor Organa" ## ..$ height : chr "191" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "tan" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "67BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/2/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-20T16:53:08.575000Z" ## ..$ edited : chr "2014-12-20T21:17:50.463000Z" ## ..$ url : chr "http://swapi.co/api/people/68/" ## $ :List of 14 ## ..$ name : chr "Jango Fett" ## ..$ height : chr "183" ## ..$ mass : chr "79" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "tan" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "66BBY" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/53/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-20T16:54:41.620000Z" ## ..$ edited : chr "2014-12-20T21:17:50.465000Z" ## ..$ url : chr "http://swapi.co/api/people/69/" ## $ :List of 15 ## ..$ name : chr "Zam Wesell" ## ..$ height : chr "168" ## ..$ mass : chr "55" ## ..$ hair_color: chr "blonde" ## ..$ skin_color: chr "fair, green, yellow" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/54/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/30/" ## ..$ vehicles : chr "http://swapi.co/api/vehicles/45/" ## ..$ created : chr "2014-12-20T16:57:44.471000Z" ## ..$ edited : chr "2014-12-20T21:17:50.468000Z" ## ..$ url : chr "http://swapi.co/api/people/70/" ## $ :List of 14 ## ..$ name : chr "Dexter Jettster" ## ..$ height : chr "198" ## ..$ mass : chr "102" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "brown" ## ..$ eye_color : chr "yellow" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/55/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/31/" ## ..$ created : chr "2014-12-20T17:28:27.248000Z" ## ..$ edited : chr "2014-12-20T21:17:50.470000Z" ## ..$ url : chr "http://swapi.co/api/people/71/" ## $ :List of 14 ## ..$ name : chr "Lama Su" ## ..$ height : chr "229" ## ..$ mass : chr "88" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "grey" ## ..$ eye_color : chr "black" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/10/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/32/" ## ..$ created : chr "2014-12-20T17:30:50.416000Z" ## ..$ edited : chr "2014-12-20T21:17:50.473000Z" ## ..$ url : chr "http://swapi.co/api/people/72/" ## $ :List of 14 ## ..$ name : chr "Taun We" ## ..$ height : chr "213" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "grey" ## ..$ eye_color : chr "black" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/10/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/32/" ## ..$ created : chr "2014-12-20T17:31:21.195000Z" ## ..$ edited : chr "2014-12-20T21:17:50.474000Z" ## ..$ url : chr "http://swapi.co/api/people/73/" ## $ :List of 14 ## ..$ name : chr "Jocasta Nu" ## ..$ height : chr "167" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "white" ## ..$ skin_color: chr "fair" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/9/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-20T17:32:51.996000Z" ## ..$ edited : chr "2014-12-20T21:17:50.476000Z" ## ..$ url : chr "http://swapi.co/api/people/74/" ## $ :List of 14 ## ..$ name : chr "Ratts Tyerell" ## ..$ height : chr "79" ## ..$ mass : chr "15" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "grey, blue" ## ..$ eye_color : chr "unknown" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/38/" ## ..$ films : chr "http://swapi.co/api/films/4/" ## ..$ species : chr "http://swapi.co/api/species/16/" ## ..$ created : chr "2014-12-20T09:53:15.086000Z" ## ..$ edited : chr "2016-06-30T12:52:19.604868Z" ## ..$ url : chr "http://swapi.co/api/people/47/" ## $ :List of 13 ## ..$ name : chr "R4-P17" ## ..$ height : chr "96" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "silver, red" ## ..$ eye_color : chr "red, blue" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/28/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/6/" ## ..$ created : chr "2014-12-20T17:43:36.409000Z" ## ..$ edited : chr "2014-12-20T21:17:50.478000Z" ## ..$ url : chr "http://swapi.co/api/people/75/" ## $ :List of 14 ## ..$ name : chr "Wat Tambor" ## ..$ height : chr "193" ## ..$ mass : chr "48" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "green, grey" ## ..$ eye_color : chr "unknown" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/56/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/33/" ## ..$ created : chr "2014-12-20T17:53:52.607000Z" ## ..$ edited : chr "2014-12-20T21:17:50.481000Z" ## ..$ url : chr "http://swapi.co/api/people/76/" ## $ :List of 14 ## ..$ name : chr "San Hill" ## ..$ height : chr "191" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "grey" ## ..$ eye_color : chr "gold" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/57/" ## ..$ films : chr "http://swapi.co/api/films/5/" ## ..$ species : chr "http://swapi.co/api/species/34/" ## ..$ created : chr "2014-12-20T17:58:17.049000Z" ## ..$ edited : chr "2014-12-20T21:17:50.484000Z" ## ..$ url : chr "http://swapi.co/api/people/77/" ## $ :List of 14 ## ..$ name : chr "Shaak Ti" ## ..$ height : chr "178" ## ..$ mass : chr "57" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "red, blue, white" ## ..$ eye_color : chr "black" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/58/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/35/" ## ..$ created : chr "2014-12-20T18:44:01.103000Z" ## ..$ edited : chr "2014-12-20T21:17:50.486000Z" ## ..$ url : chr "http://swapi.co/api/people/78/" ## $ :List of 16 ## ..$ name : chr "Grievous" ## ..$ height : chr "216" ## ..$ mass : chr "159" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "brown, white" ## ..$ eye_color : chr "green, yellow" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/59/" ## ..$ films : chr "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/36/" ## ..$ vehicles : chr "http://swapi.co/api/vehicles/60/" ## ..$ starships : chr "http://swapi.co/api/starships/74/" ## ..$ created : chr "2014-12-20T19:43:53.348000Z" ## ..$ edited : chr "2014-12-20T21:17:50.488000Z" ## ..$ url : chr "http://swapi.co/api/people/79/" ## $ :List of 14 ## ..$ name : chr "Tarfful" ## ..$ height : chr "234" ## ..$ mass : chr "136" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "brown" ## ..$ eye_color : chr "blue" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/14/" ## ..$ films : chr "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/3/" ## ..$ created : chr "2014-12-20T19:46:34.209000Z" ## ..$ edited : chr "2014-12-20T21:17:50.491000Z" ## ..$ url : chr "http://swapi.co/api/people/80/" ## $ :List of 14 ## ..$ name : chr "Raymus Antilles" ## ..$ height : chr "188" ## ..$ mass : chr "79" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/2/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/6/" "http://swapi.co/api/films/1/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2014-12-20T19:49:35.583000Z" ## ..$ edited : chr "2014-12-20T21:17:50.493000Z" ## ..$ url : chr "http://swapi.co/api/people/81/" ## $ :List of 13 ## ..$ name : chr "Sly Moore" ## ..$ height : chr "178" ## ..$ mass : chr "48" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "pale" ## ..$ eye_color : chr "white" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/60/" ## ..$ films : chr [1:2] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/6/" ## ..$ created : chr "2014-12-20T20:18:37.619000Z" ## ..$ edited : chr "2014-12-20T21:17:50.496000Z" ## ..$ url : chr "http://swapi.co/api/people/82/" ## $ :List of 14 ## ..$ name : chr "Tion Medon" ## ..$ height : chr "206" ## ..$ mass : chr "80" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "grey" ## ..$ eye_color : chr "black" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/12/" ## ..$ films : chr "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/37/" ## ..$ created : chr "2014-12-20T20:35:04.260000Z" ## ..$ edited : chr "2014-12-20T21:17:50.498000Z" ## ..$ url : chr "http://swapi.co/api/people/83/" ## $ :List of 14 ## ..$ name : chr "Finn" ## ..$ height : chr "unknown" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "black" ## ..$ skin_color: chr "dark" ## ..$ eye_color : chr "dark" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/28/" ## ..$ films : chr "http://swapi.co/api/films/7/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2015-04-17T06:52:40.793621Z" ## ..$ edited : chr "2015-04-17T06:52:40.793674Z" ## ..$ url : chr "http://swapi.co/api/people/84/" ## $ :List of 14 ## ..$ name : chr "Rey" ## ..$ height : chr "unknown" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "hazel" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/28/" ## ..$ films : chr "http://swapi.co/api/films/7/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ created : chr "2015-04-17T06:54:01.495077Z" ## ..$ edited : chr "2015-04-17T06:54:01.495128Z" ## ..$ url : chr "http://swapi.co/api/people/85/" ## $ :List of 15 ## ..$ name : chr "Poe Dameron" ## ..$ height : chr "unknown" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "male" ## ..$ homeworld : chr "http://swapi.co/api/planets/28/" ## ..$ films : chr "http://swapi.co/api/films/7/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ starships : chr "http://swapi.co/api/starships/77/" ## ..$ created : chr "2015-04-17T06:55:21.622786Z" ## ..$ edited : chr "2015-04-17T06:55:21.622835Z" ## ..$ url : chr "http://swapi.co/api/people/86/" ## $ :List of 14 ## ..$ name : chr "BB8" ## ..$ height : chr "unknown" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "none" ## ..$ skin_color: chr "none" ## ..$ eye_color : chr "black" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "none" ## ..$ homeworld : chr "http://swapi.co/api/planets/28/" ## ..$ films : chr "http://swapi.co/api/films/7/" ## ..$ species : chr "http://swapi.co/api/species/2/" ## ..$ created : chr "2015-04-17T06:57:38.061346Z" ## ..$ edited : chr "2015-04-17T06:57:38.061453Z" ## ..$ url : chr "http://swapi.co/api/people/87/" ## $ :List of 13 ## ..$ name : chr "Captain Phasma" ## ..$ height : chr "unknown" ## ..$ mass : chr "unknown" ## ..$ hair_color: chr "unknown" ## ..$ skin_color: chr "unknown" ## ..$ eye_color : chr "unknown" ## ..$ birth_year: chr "unknown" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/28/" ## ..$ films : chr "http://swapi.co/api/films/7/" ## ..$ created : chr "2015-10-13T10:35:39.229823Z" ## ..$ edited : chr "2015-10-13T10:35:39.229894Z" ## ..$ url : chr "http://swapi.co/api/people/88/" ## $ :List of 15 ## ..$ name : chr "Padmé Amidala" ## ..$ height : chr "165" ## ..$ mass : chr "45" ## ..$ hair_color: chr "brown" ## ..$ skin_color: chr "light" ## ..$ eye_color : chr "brown" ## ..$ birth_year: chr "46BBY" ## ..$ gender : chr "female" ## ..$ homeworld : chr "http://swapi.co/api/planets/8/" ## ..$ films : chr [1:3] "http://swapi.co/api/films/5/" "http://swapi.co/api/films/4/" "http://swapi.co/api/films/6/" ## ..$ species : chr "http://swapi.co/api/species/1/" ## ..$ starships : chr [1:3] "http://swapi.co/api/starships/49/" "http://swapi.co/api/starships/64/" "http://swapi.co/api/starships/39/" ## ..$ created : chr "2014-12-19T17:28:26.926000Z" ## ..$ edited : chr "2016-04-20T17:06:31.502555Z" ## ..$ url : chr "http://swapi.co/api/people/35/" ``` --- ## Tidy data from nested lists Recent versions of `tidyr` have added several functions that are designed to aide in the tidying of hierarchical data. Since they are part of `tidyr` all of the following functions work with data frames. From `tidyr` > `hoist()`, `unnest_longer()`, and `unnest_wider()` provide tools for rectangling, collapsing deeply nested lists into regular columns. --- ## Unnesting ```r (sw_df = tibble::tibble( people = repurrrsive::sw_people )) ``` ``` ## # A tibble: 87 x 1 ## people ## <list> ## 1 <named list [16]> ## 2 <named list [14]> ## 3 <named list [14]> ## 4 <named list [15]> ## 5 <named list [15]> ## 6 <named list [14]> ## 7 <named list [14]> ## 8 <named list [14]> ## 9 <named list [15]> ## 10 <named list [16]> ## # … with 77 more rows ``` -- ```r unnest_wider(sw_df, people) ``` ``` ## # A tibble: 87 x 16 ## name height mass hair_color skin_color eye_color birth_year gender ## <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> ## 1 Luke… 172 77 blond fair blue 19BBY male ## 2 C-3PO 167 75 n/a gold yellow 112BBY n/a ## 3 R2-D2 96 32 n/a white, bl… red 33BBY n/a ## 4 Dart… 202 136 none white yellow 41.9BBY male ## 5 Leia… 150 49 brown light brown 19BBY female ## 6 Owen… 178 120 brown, gr… light blue 52BBY male ## 7 Beru… 165 75 brown light blue 47BBY female ## 8 R5-D4 97 32 n/a white, red red unknown n/a ## 9 Bigg… 183 84 black light brown 24BBY male ## 10 Obi-… 182 77 auburn, w… fair blue-gray 57BBY male ## # … with 77 more rows, and 8 more variables: homeworld <chr>, films <list>, ## # species <chr>, vehicles <list>, starships <list>, created <chr>, ## # edited <chr>, url <chr> ``` --- ## List columns ```r unnest_wider(sw_df, people) %>% select(name, starships) ``` ``` ## # A tibble: 87 x 2 ## name starships ## <chr> <list> ## 1 Luke Skywalker <chr [2]> ## 2 C-3PO <NULL> ## 3 R2-D2 <NULL> ## 4 Darth Vader <chr [1]> ## 5 Leia Organa <NULL> ## 6 Owen Lars <NULL> ## 7 Beru Whitesun lars <NULL> ## 8 R5-D4 <NULL> ## 9 Biggs Darklighter <chr [1]> ## 10 Obi-Wan Kenobi <chr [5]> ## # … with 77 more rows ``` -- ```r unnest_wider(sw_df, people) %>% select(name, starships) %>% pull(starships) %>% str() ``` ``` ## List of 87 ## $ : chr [1:2] "http://swapi.co/api/starships/12/" "http://swapi.co/api/starships/22/" ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/13/" ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/12/" ## $ : chr [1:5] "http://swapi.co/api/starships/48/" "http://swapi.co/api/starships/59/" "http://swapi.co/api/starships/64/" "http://swapi.co/api/starships/65/" ... ## $ : chr [1:3] "http://swapi.co/api/starships/59/" "http://swapi.co/api/starships/65/" "http://swapi.co/api/starships/39/" ## $ : NULL ## $ : chr [1:2] "http://swapi.co/api/starships/10/" "http://swapi.co/api/starships/22/" ## $ : chr [1:2] "http://swapi.co/api/starships/10/" "http://swapi.co/api/starships/22/" ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/12/" ## $ : chr "http://swapi.co/api/starships/12/" ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/21/" ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/10/" ## $ : NULL ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/28/" ## $ : NULL ## $ : chr "http://swapi.co/api/starships/10/" ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/40/" ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/41/" ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/48/" ## $ : NULL ## $ : chr "http://swapi.co/api/starships/39/" ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/74/" ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : NULL ## $ : chr "http://swapi.co/api/starships/77/" ## $ : NULL ## $ : NULL ## $ : chr [1:3] "http://swapi.co/api/starships/49/" "http://swapi.co/api/starships/64/" "http://swapi.co/api/starships/39/" ``` --- ## Unnest Longer ```r unnest_wider(sw_df, people) %>% select(name, starships) %>% unnest_longer(starships) ``` ``` ## # A tibble: 98 x 2 ## name starships ## <chr> <chr> ## 1 Luke Skywalker http://swapi.co/api/starships/12/ ## 2 Luke Skywalker http://swapi.co/api/starships/22/ ## 3 C-3PO <NA> ## 4 R2-D2 <NA> ## 5 Darth Vader http://swapi.co/api/starships/13/ ## 6 Leia Organa <NA> ## 7 Owen Lars <NA> ## 8 Beru Whitesun lars <NA> ## 9 R5-D4 <NA> ## 10 Biggs Darklighter http://swapi.co/api/starships/12/ ## # … with 88 more rows ``` --- ## Aside - sw_starships ```r (ships = tibble(ships = repurrrsive::sw_starships) %>% unnest_wider(ships) %>% select(ship = name, url) ) ``` ``` ## # A tibble: 37 x 2 ## ship url ## <chr> <chr> ## 1 Sentinel-class landing craft http://swapi.co/api/starships/5/ ## 2 Death Star http://swapi.co/api/starships/9/ ## 3 Millennium Falcon http://swapi.co/api/starships/10/ ## 4 Y-wing http://swapi.co/api/starships/11/ ## 5 X-wing http://swapi.co/api/starships/12/ ## 6 TIE Advanced x1 http://swapi.co/api/starships/13/ ## 7 Executor http://swapi.co/api/starships/15/ ## 8 Slave 1 http://swapi.co/api/starships/21/ ## 9 Imperial shuttle http://swapi.co/api/starships/22/ ## 10 EF76 Nebulon-B escort frigate http://swapi.co/api/starships/23/ ## # … with 27 more rows ``` --- ## Joining ```r unnest_wider(sw_df, people) %>% select(name, starships) %>% unnest_longer(starships) %>% left_join(ships, by = c("starships" = "url")) ``` ``` ## # A tibble: 98 x 3 ## name starships ship ## <chr> <chr> <chr> ## 1 Luke Skywalker http://swapi.co/api/starships/12/ X-wing ## 2 Luke Skywalker http://swapi.co/api/starships/22/ Imperial shuttle ## 3 C-3PO <NA> <NA> ## 4 R2-D2 <NA> <NA> ## 5 Darth Vader http://swapi.co/api/starships/13/ TIE Advanced x1 ## 6 Leia Organa <NA> <NA> ## 7 Owen Lars <NA> <NA> ## 8 Beru Whitesun lars <NA> <NA> ## 9 R5-D4 <NA> <NA> ## 10 Biggs Darklighter http://swapi.co/api/starships/12/ X-wing ## # … with 88 more rows ``` --- ## Joins in general .pull-left[ <img src="imgs/left-join-extra.gif" width="80%" style="display: block; margin: auto;" /> ] -- .pull-right[ <img src="imgs/right-join.gif" width="80%" style="display: block; margin: auto;" /> ] .footnote[ From [gadenbuie/tidyexplain](https://github.com/gadenbuie/tidyexplain) ] --- ## Joins in general (2) .pull-left[ <img src="imgs/full-join.gif" width="80%" style="display: block; margin: auto;" /> ] -- .pull-right[ <img src="imgs/inner-join.gif" width="80%" style="display: block; margin: auto;" /> ] .footnote[ From [gadenbuie/tidyexplain](https://github.com/gadenbuie/tidyexplain) ] --- ## Putting it together ```r sw_df %>% unnest_wider(people) %>% select(name, starships) %>% unnest_longer(starships) %>% inner_join(ships, by = c("starships" = "url")) %>% select(-starships) %>% group_by(name) %>% summarize(ships = list(ship), .groups = "drop") ``` ``` ## # A tibble: 20 x 2 ## name ships ## <chr> <list> ## 1 Anakin Skywalker <chr [3]> ## 2 Arvel Crynyd <chr [1]> ## 3 Biggs Darklighter <chr [1]> ## 4 Boba Fett <chr [1]> ## 5 Chewbacca <chr [2]> ## 6 Darth Maul <chr [1]> ## 7 Darth Vader <chr [1]> ## 8 Gregar Typho <chr [1]> ## 9 Grievous <chr [1]> ## 10 Han Solo <chr [2]> ## 11 Jek Tono Porkins <chr [1]> ## 12 Lando Calrissian <chr [1]> ## 13 Luke Skywalker <chr [2]> ## 14 Nien Nunb <chr [1]> ## 15 Obi-Wan Kenobi <chr [5]> ## 16 Padmé Amidala <chr [3]> ## 17 Plo Koon <chr [1]> ## 18 Poe Dameron <chr [1]> ## 19 Ric Olié <chr [1]> ## 20 Wedge Antilles <chr [1]> ``` --- ```r sw_df %>% unnest_wider(people) %>% select(name, starships) %>% unnest_longer(starships) %>% inner_join(ships, by = c("starships" = "url")) %>% select(-starships) %>% group_by(name) %>% summarize(ships = paste(ship, collapse = ", "), .groups = "drop") ``` ``` ## # A tibble: 20 x 2 ## name ships ## <chr> <chr> ## 1 Anakin Skywalk… Trade Federation cruiser, Jedi Interceptor, Naboo fighter ## 2 Arvel Crynyd A-wing ## 3 Biggs Darkligh… X-wing ## 4 Boba Fett Slave 1 ## 5 Chewbacca Millennium Falcon, Imperial shuttle ## 6 Darth Maul Scimitar ## 7 Darth Vader TIE Advanced x1 ## 8 Gregar Typho Naboo fighter ## 9 Grievous Belbullab-22 starfighter ## 10 Han Solo Millennium Falcon, Imperial shuttle ## 11 Jek Tono Porki… X-wing ## 12 Lando Calrissi… Millennium Falcon ## 13 Luke Skywalker X-wing, Imperial shuttle ## 14 Nien Nunb Millennium Falcon ## 15 Obi-Wan Kenobi Jedi starfighter, Trade Federation cruiser, Naboo star skiff… ## 16 Padmé Amidala H-type Nubian yacht, Naboo star skiff, Naboo fighter ## 17 Plo Koon Jedi starfighter ## 18 Poe Dameron T-70 X-wing fighter ## 19 Ric Olié Naboo Royal Starship ## 20 Wedge Antilles X-wing ``` --- class: center, middle # hoist --- ## Complex heirarchical data Often we may encounter complex data structures where our goal is not to rectangle every value (which may not even be possible) but rather to rectangle a small subset of the data. -- ```r str(repurrrsive::discog, max.level = 3) ``` ``` ## List of 155 ## $ :List of 5 ## ..$ instance_id : int 354823933 ## ..$ date_added : chr "2019-02-16T17:48:59-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 7496378 ## .. ..$ thumb : chr "https://img.discogs.com/vEVegHrMNTsP6xG_K6OuFXz4h_U=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/EmbMh7vsElksjRgoXLFSuY1sjRQ=/fit-in/500x499/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7496378" ## .. ..$ master_id : int 0 ## ..$ id : int 7496378 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 354092601 ## ..$ date_added : chr "2019-02-13T14:13:11-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2013 ## .. ..$ master_url : chr "https://api.discogs.com/masters/553057" ## .. ..$ artists :List of 1 ## .. ..$ id : int 4490852 ## .. ..$ thumb : chr "https://img.discogs.com/nRZbcvVNygyNFKg5IjUd5YesF_c=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Observant Com El Mon Es Destrueix" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/eBbQ9jaiHKFeSXLwBEbxq6nl8Wo=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/4490852" ## .. ..$ master_id : int 553057 ## ..$ id : int 4490852 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 354091476 ## ..$ date_added : chr "2019-02-13T14:07:23-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1109943" ## .. ..$ artists :List of 1 ## .. ..$ id : int 9827276 ## .. ..$ thumb : chr "https://img.discogs.com/x6GUri3hXAcfzF2wz5jQloomOoY=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "I" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/7aJPlo2phtFL-T2Kt6MTBc0uftY=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/9827276" ## .. ..$ master_id : int 1109943 ## ..$ id : int 9827276 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 351244906 ## ..$ date_added : chr "2019-02-02T11:39:58-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 3 ## .. ..$ year : int 2017 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1128934" ## .. ..$ artists :List of 1 ## .. ..$ id : int 9769203 ## .. ..$ thumb : chr "https://img.discogs.com/eHz44JyqS_3lVHwmB7SiYsmaFgw=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Oído Absoluto" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/gS7kZaQLa4PaOtLizmpdKOClSo8=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/9769203" ## .. ..$ master_id : int 1128934 ## ..$ id : int 9769203 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 351244801 ## ..$ date_added : chr "2019-02-02T11:39:37-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/857592" ## .. ..$ artists :List of 1 ## .. ..$ id : int 7237138 ## .. ..$ thumb : chr "https://img.discogs.com/dqDk2TN2jkMZKFya71998oTRGcI=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "A Cat's Cause, No Dogs Problem" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/qXfi2e4YuS90_abWt0Tt-hsCHSQ=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7237138" ## .. ..$ master_id : int 857592 ## ..$ id : int 7237138 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 351052065 ## ..$ date_added : chr "2019-02-01T20:40:53-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2019 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1498137" ## .. ..$ artists :List of 1 ## .. ..$ id : int 13117042 ## .. ..$ thumb : chr "https://img.discogs.com/ahomwZjjZ5-l730LYIsJp3BikX4=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Tashme" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/LRDyHX3PR-m6gBt67pJ7JbdFB6M=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/13117042" ## .. ..$ master_id : int 1498137 ## ..$ id : int 13117042 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350315345 ## ..$ date_added : chr "2019-01-29T15:48:37-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2014 ## .. ..$ master_url : chr "https://api.discogs.com/masters/852880" ## .. ..$ artists :List of 1 ## .. ..$ id : int 7113575 ## .. ..$ thumb : chr "https://img.discogs.com/Uo5drP3W-Fje5fPnS1te9J1hEcY=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/xTk-opTWRxEvsZB4eWppEBAatPM=/fit-in/600x906/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7113575" ## .. ..$ master_id : int 852880 ## ..$ id : int 7113575 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350315103 ## ..$ date_added : chr "2019-01-29T15:47:22-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/869410" ## .. ..$ artists :List of 1 ## .. ..$ id : int 10540713 ## .. ..$ thumb : chr "https://img.discogs.com/4sniB6eUWvwb6DdUMiHhbGRs6P8=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Let The Miracles Begin" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/UareU8W932i1M9SWi78mU5nxHp8=/fit-in/422x676/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/10540713" ## .. ..$ master_id : int 869410 ## ..$ id : int 10540713 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350314507 ## ..$ date_added : chr "2019-01-29T15:44:08-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1281224" ## .. ..$ artists :List of 1 ## .. ..$ id : int 11260950 ## .. ..$ thumb : chr "" ## .. ..$ title : chr "Sub Space" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/720182381cfb1a9425d9b33c5e2bd091040f9ebd/images/spacer.gif" ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11260950" ## .. ..$ master_id : int 1281224 ## ..$ id : int 11260950 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350314047 ## ..$ date_added : chr "2019-01-29T15:41:35-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11726853 ## .. ..$ thumb : chr "https://img.discogs.com/Ab5W0qBKR9o85x4X00_bTCyQ_zU=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/jYo5eqe_CE-oCzw2kk9YxAE3vIY=/fit-in/600x593/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11726853" ## .. ..$ master_id : int 0 ## ..$ id : int 11726853 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350313874 ## ..$ date_added : chr "2019-01-29T15:40:31-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 12025267 ## .. ..$ thumb : chr "https://img.discogs.com/HeAHFNXClJGzTy9cGAYWj3cuvLw=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Pines" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/Eur8siPTHzxxPRFENhqsxNMajII=/fit-in/600x561/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/12025267" ## .. ..$ master_id : int 0 ## ..$ id : int 12025267 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350313508 ## ..$ date_added : chr "2019-01-29T15:38:14-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/972644" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8252472 ## .. ..$ thumb : chr "https://img.discogs.com/2B-rz9aBXELHJlu0su874sYMnHs=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Domo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/RcScS9-uMiV-SLdtwg__0f6QIM4=/fit-in/561x561/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8252472" ## .. ..$ master_id : int 972644 ## ..$ id : int 8252472 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350313380 ## ..$ date_added : chr "2019-01-29T15:37:40-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 9667355 ## .. ..$ thumb : chr "https://img.discogs.com/sXDSrClHFro2u2A9TFYh7dPdS5U=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Eat Snot & Rot!" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/pAwNmFILIbXb5t0r7NpSBzhbp4s=/fit-in/600x946/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/9667355" ## .. ..$ master_id : int 0 ## ..$ id : int 9667355 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350313358 ## ..$ date_added : chr "2019-01-29T15:37:31-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/927900" ## .. ..$ artists :List of 1 ## .. ..$ id : int 7847097 ## .. ..$ thumb : chr "https://img.discogs.com/ZmYxOj_4c6atRVxfDZZJBL4_pok=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "American Hate's Greatest Hits" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/Izl88DFAtfkQrVkcIZya36M937A=/fit-in/600x785/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7847097" ## .. ..$ master_id : int 927900 ## ..$ id : int 7847097 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350313270 ## ..$ date_added : chr "2019-01-29T15:36:59-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1185520" ## .. ..$ artists :List of 1 ## .. ..$ id : int 10347810 ## .. ..$ thumb : chr "https://img.discogs.com/qpOOs5kwsYaR7AS9D24y_ur6z98=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Relaxed Mike" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/EQkBb0dZMkU6EBbSoc7lq6l2uZc=/fit-in/600x575/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/10347810" ## .. ..$ master_id : int 1185520 ## ..$ id : int 10347810 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350313246 ## ..$ date_added : chr "2019-01-29T15:36:50-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/975745" ## .. ..$ artists :List of 1 ## .. ..$ id : int 7949818 ## .. ..$ thumb : chr "https://img.discogs.com/PgWN047_t1ZKmFSIO9E1LKYJXL4=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/tcLFSKTHu76N2kbj8ev9OuMSbyg=/fit-in/600x940/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7949818" ## .. ..$ master_id : int 975745 ## ..$ id : int 7949818 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350313107 ## ..$ date_added : chr "2019-01-29T15:36:07-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2018 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 12075374 ## .. ..$ thumb : chr "https://img.discogs.com/ctCFeQCg9iGSjzMyNAwEEMWyz0c=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo Hits" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/bg41i6neeMAQKPeJL3HRL2FLkMI=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/12075374" ## .. ..$ master_id : int 0 ## ..$ id : int 12075374 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312972 ## ..$ date_added : chr "2019-01-29T15:35:18-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 8137815 ## .. ..$ thumb : chr "https://img.discogs.com/rPFC0Cu08ePV7WB_J7YST-0Iu7A=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo 2015" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/XCPe9-M1rfr3McopwcPgo1uCzg0=/fit-in/600x658/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8137815" ## .. ..$ master_id : int 0 ## ..$ id : int 8137815 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312935 ## ..$ date_added : chr "2019-01-29T15:35:01-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/988589" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8926338 ## .. ..$ thumb : chr "https://img.discogs.com/SlPflmPxaiaoGkmJ2j81wcski-A=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/Ed3iaeyaFkNlqgn64oKjBHJD9zI=/fit-in/600x899/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8926338" ## .. ..$ master_id : int 988589 ## ..$ id : int 8926338 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312850 ## ..$ date_added : chr "2019-01-29T15:34:32-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1185733" ## .. ..$ artists :List of 1 ## .. ..$ id : int 10350103 ## .. ..$ thumb : chr "https://img.discogs.com/CsYPOAFhQh7m3Me55UdBuBKHDRI=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "War Hymns" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/oBer3XMs4uiy7AlQIL5QNkK40qE=/fit-in/600x900/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/10350103" ## .. ..$ master_id : int 1185733 ## ..$ id : int 10350103 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312790 ## ..$ date_added : chr "2019-01-29T15:34:15-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/870005" ## .. ..$ artists :List of 1 ## .. ..$ id : int 6829789 ## .. ..$ thumb : chr "https://img.discogs.com/BI1nKj_LntK9a44TYX9OEUNCzTQ=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Girls Living Outside Society's Shit" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/EI7BNCs1JjMZtvl4glXjNKSaaxI=/fit-in/400x602/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/6829789" ## .. ..$ master_id : int 870005 ## ..$ id : int 6829789 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312727 ## ..$ date_added : chr "2019-01-29T15:33:45-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 7454861 ## .. ..$ thumb : chr "https://img.discogs.com/cCBP6gRETNHd3hS8XTGH0uGVPmQ=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "It Gets Weirder - A Compilation Of Olympia Punk In 2015" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/D74xa0DCRzZCeFX9lKl5sWyVeh4=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7454861" ## .. ..$ master_id : int 0 ## ..$ id : int 7454861 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312693 ## ..$ date_added : chr "2019-01-29T15:33:32-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 7441672 ## .. ..$ thumb : chr "https://img.discogs.com/y_FDPVg_XNnlFCF56XtIK2Z8Sck=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Fight b/w We Live" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/pnLoN2wbDMIe0y2TuAgVWVwENwA=/fit-in/512x781/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7441672" ## .. ..$ master_id : int 0 ## ..$ id : int 7441672 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312544 ## ..$ date_added : chr "2019-01-29T15:32:31-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 7339234 ## .. ..$ thumb : chr "https://img.discogs.com/FmHUgR29I7demE8NnqchB8vpqQw=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Petite Dog " ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/TlTRV6w_WZn8R_z9qa5hwTKlMVE=/fit-in/600x930/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7339234" ## .. ..$ master_id : int 0 ## ..$ id : int 7339234 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312482 ## ..$ date_added : chr "2019-01-29T15:32:07-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/973090" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8242408 ## .. ..$ thumb : chr "https://img.discogs.com/zUWlGKwAISM15E67MYXrSGtTlZ8=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Hard Grip" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/mFjo0m2SdfWAXPNEPF3bS_mniks=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8242408" ## .. ..$ master_id : int 973090 ## ..$ id : int 8242408 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312433 ## ..$ date_added : chr "2019-01-29T15:31:50-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 9477305 ## .. ..$ thumb : chr "https://img.discogs.com/pplNVLAi4BdnTyH_KyqioaU5BU0=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Fleshed Out" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/gYa9LfE98zr4RD8aYb8JUByE8Sg=/fit-in/600x951/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/9477305" ## .. ..$ master_id : int 0 ## ..$ id : int 9477305 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312397 ## ..$ date_added : chr "2019-01-29T15:31:40-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2014 ## .. ..$ master_url : chr "https://api.discogs.com/masters/709327" ## .. ..$ artists :List of 1 ## .. ..$ id : int 5888591 ## .. ..$ thumb : chr "https://img.discogs.com/MOkawTfX_Muu9iXvvj6ww-rBVZA=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Vexx" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/XwqtdBO478L8LPw2494DQv5STeg=/fit-in/600x940/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/5888591" ## .. ..$ master_id : int 709327 ## ..$ id : int 5888591 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312359 ## ..$ date_added : chr "2019-01-29T15:31:26-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2012 ## .. ..$ master_url : chr "https://api.discogs.com/masters/597843" ## .. ..$ artists :List of 1 ## .. ..$ id : int 4812535 ## .. ..$ thumb : chr "https://img.discogs.com/VYKuwrQujJhLN1ao91xN2cPTkGs=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "All's Lost" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/35O-z0OZpqeuaY0i_v1flmH_4B0=/fit-in/600x984/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/4812535" ## .. ..$ master_id : int 597843 ## ..$ id : int 4812535 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312327 ## ..$ date_added : chr "2019-01-29T15:31:15-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/888704" ## .. ..$ artists :List of 1 ## .. ..$ id : int 7506665 ## .. ..$ thumb : chr "https://img.discogs.com/IeegHvvzLhTXjN5VkYIgoY8EypY=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Wash Away" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/rPNwCNqamcXoPtPtACC6Ijsbd58=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7506665" ## .. ..$ master_id : int 888704 ## ..$ id : int 7506665 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312246 ## ..$ date_added : chr "2019-01-29T15:30:46-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2013 ## .. ..$ master_url : chr "https://api.discogs.com/masters/549235" ## .. ..$ artists :List of 1 ## .. ..$ id : int 4234761 ## .. ..$ thumb : chr "https://img.discogs.com/T6Xh50YzlWgQJvo48Y2v7kYuR6E=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Unbecoming" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/9s-QukKNdsLI7CipkqK9qg8kWx0=/fit-in/600x450/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/4234761" ## .. ..$ master_id : int 549235 ## ..$ id : int 4234761 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312211 ## ..$ date_added : chr "2019-01-29T15:30:30-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2014 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 5922737 ## .. ..$ thumb : chr "https://img.discogs.com/tsv4wfrhjllmZeGkXIaLzYHEyj4=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "My New Flesh" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/BLqjvqOhsbKzyvumdcWYiZdBOu8=/fit-in/600x1021/filters:strip_icc():format(jpeg):mode_rgb("| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/5922737" ## .. ..$ master_id : int 0 ## ..$ id : int 5922737 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350312055 ## ..$ date_added : chr "2019-01-29T15:29:35-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/987107" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8767499 ## .. ..$ thumb : chr "https://img.discogs.com/eDCu4vwrRD7ZeMjpcwTLpLYl5bc=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo 2016" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/AHQNzXH8al81WEvrK1yVPcQzBU4=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8767499" ## .. ..$ master_id : int 987107 ## ..$ id : int 8767499 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311880 ## ..$ date_added : chr "2019-01-29T15:28:28-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11011789 ## .. ..$ thumb : chr "https://img.discogs.com/XPWPgUPsT-h1mxxn_EQk0EH1_Pc=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Promotional Heat" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/JAN-Iuk7HtTo4sMwiYekx7vVNs8=/fit-in/487x472/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11011789" ## .. ..$ master_id : int 0 ## ..$ id : int 11011789 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311734 ## ..$ date_added : chr "2019-01-29T15:27:35-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1095386" ## .. ..$ artists :List of 1 ## .. ..$ id : int 9408223 ## .. ..$ thumb : chr "https://img.discogs.com/GykF5j5iDBhRmHM3aOX6MK453cg=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Ingrate" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/EcDCseXUXd0Pe1F4XP8yV4b-Pj8=/fit-in/600x590/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/9408223" ## .. ..$ master_id : int 1095386 ## ..$ id : int 9408223 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311710 ## ..$ date_added : chr "2019-01-29T15:27:23-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 7 ## .. ..$ id : int 11799478 ## .. ..$ thumb : chr "https://img.discogs.com/VqSUXagFJKYzvHpFpj9JLMbCh6w=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Dog City USA" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/4bSWGE76bce7PKupqmHrN64aqkg=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11799478" ## .. ..$ master_id : int 0 ## ..$ id : int 11799478 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311667 ## ..$ date_added : chr "2019-01-29T15:27:07-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11967088 ## .. ..$ thumb : chr "https://img.discogs.com/cq50cG9gqXkiUicDig_fBlrS8Hc=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Tethered In Deviancy" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/khQ34r3xwLRCb09ltNC8dd6K4V8=/fit-in/600x658/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11967088" ## .. ..$ master_id : int 0 ## ..$ id : int 11967088 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311623 ## ..$ date_added : chr "2019-01-29T15:26:51-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/998214" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8439750 ## .. ..$ thumb : chr "https://img.discogs.com/1U73zfzKfxAj2IOTruNCJRkEOhE=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Cassette" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/c5-b1pXJLBH4c_pOwZcttmUj55c=/fit-in/600x587/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8439750" ## .. ..$ master_id : int 998214 ## ..$ id : int 8439750 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311495 ## ..$ date_added : chr "2019-01-29T15:26:15-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2014 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 6809387 ## .. ..$ thumb : chr "https://img.discogs.com/-P6T70U2h74KDIjsFghnAFmOymk=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo 2014" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/p2qBgs8aHGRldHnz3z3L1XTkkBs=/fit-in/600x587/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/6809387" ## .. ..$ master_id : int 0 ## ..$ id : int 6809387 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311439 ## ..$ date_added : chr "2019-01-29T15:25:55-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1148670" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8923752 ## .. ..$ thumb : chr "https://img.discogs.com/oQy7VjfHjstx3GsAC0AHl2w6a4s=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo 2016" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/kPm8plQaO6KMEcjq9SDmCQ-7PkU=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8923752" ## .. ..$ master_id : int 1148670 ## ..$ id : int 8923752 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311342 ## ..$ date_added : chr "2019-01-29T15:25:19-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 10347774 ## .. ..$ thumb : chr "https://img.discogs.com/memVYk8MLwRLV54-AuHGbEymR7o=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Compilation" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/2_gCqSCsSfs1aRf7WnBYQG2pQvQ=/fit-in/600x593/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/10347774" ## .. ..$ master_id : int 0 ## ..$ id : int 10347774 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311266 ## ..$ date_added : chr "2019-01-29T15:24:49-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 10631734 ## .. ..$ thumb : chr "https://img.discogs.com/7csTCzdEPxmz3sAcc90_sPdN7gM=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Intimate Justice" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/Fpc9BGgCp7vRFr9yFwdM0WQbkXM=/fit-in/500x446/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/10631734" ## .. ..$ master_id : int 0 ## ..$ id : int 10631734 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311151 ## ..$ date_added : chr "2019-01-29T15:24:14-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1498273" ## .. ..$ artists :List of 1 ## .. ..$ id : int 9441156 ## .. ..$ thumb : chr "https://img.discogs.com/FlVdODn3b52lqCDk0oGKkuPZiqs=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo II" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/XytzS7COrJiCBsZJAzTqaB0_z0M=/fit-in/477x475/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/9441156" ## .. ..$ master_id : int 1498273 ## ..$ id : int 9441156 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311121 ## ..$ date_added : chr "2019-01-29T15:24:06-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11011923 ## .. ..$ thumb : chr "https://img.discogs.com/Gl_QTRUjdvYOYvPOAZDfD8GTqKI=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Promo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/Wk-NXjGo74Vss_7EhXym9KqkYHI=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11011923" ## .. ..$ master_id : int 0 ## ..$ id : int 11011923 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311072 ## ..$ date_added : chr "2019-01-29T15:23:52-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 10635731 ## .. ..$ thumb : chr "https://img.discogs.com/IDHqgHpecYp8hRmgPFqgtrPM680=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Sink With You" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/CmDAW0JmLgXhSahYVkF-ZBCWHDM=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/10635731" ## .. ..$ master_id : int 0 ## ..$ id : int 10635731 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350311038 ## ..$ date_added : chr "2019-01-29T15:23:41-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2013 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 5383038 ## .. ..$ thumb : chr "https://img.discogs.com/F8ZhL5AjuSchjF7s9mLUFDrHBek=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "For Men" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/4SOX4n0BwxUFt0f-D2Pf-6WJySk=/fit-in/500x477/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/5383038" ## .. ..$ master_id : int 0 ## ..$ id : int 5383038 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350310921 ## ..$ date_added : chr "2019-01-29T15:23:04-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11321550 ## .. ..$ thumb : chr "https://img.discogs.com/rum9wvxbEu9q4bMJzMHSRLxBgao=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Una Tarde De Hueveo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/qoc0ULIMQvMSahMHjv8xbqQPvlA=/fit-in/600x584/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11321550" ## .. ..$ master_id : int 0 ## ..$ id : int 11321550 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350310864 ## ..$ date_added : chr "2019-01-29T15:22:43-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 0 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11086084 ## .. ..$ thumb : chr "" ## .. ..$ title : chr "Dolori" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/720182381cfb1a9425d9b33c5e2bd091040f9ebd/images/spacer.gif" ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11086084" ## .. ..$ master_id : int 0 ## ..$ id : int 11086084 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350310812 ## ..$ date_added : chr "2019-01-29T15:22:32-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2014 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 6896138 ## .. ..$ thumb : chr "https://img.discogs.com/SaEQKxz3Lga09ieqRG_r3c3_k0s=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo 2014" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/WmJQ8pfGfToGyNGtfk0pxEzpSGc=/fit-in/600x374/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/6896138" ## .. ..$ master_id : int 0 ## ..$ id : int 6896138 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350310410 ## ..$ date_added : chr "2019-01-29T15:20:15-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 8630472 ## .. ..$ thumb : chr "https://img.discogs.com/jO8Q-12GMtTwfBJEAS1i-XMT6ks=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Concept Model(s) I-V" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/LCKXaC65kUDnOSbT9YH9zH3bWEU=/fit-in/600x915/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8630472" ## .. ..$ master_id : int 0 ## ..$ id : int 8630472 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350310247 ## ..$ date_added : chr "2019-01-29T15:19:21-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 7587650 ## .. ..$ thumb : chr "https://img.discogs.com/XMp5csrlMPZRrKj5Vn0YO48uN9E=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/-erNWdx1_BakrZcLAasbY61CtZw=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7587650" ## .. ..$ master_id : int 0 ## ..$ id : int 7587650 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309979 ## ..$ date_added : chr "2019-01-29T15:17:31-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 8414924 ## .. ..$ thumb : chr "https://img.discogs.com/spfdRZ6QPAa4lXLHErIjf5U3Paw=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Prisoner of the World" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/TmanCUNaML6SZayL5FhSd7ogFNI=/fit-in/600x800/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8414924" ## .. ..$ master_id : int 0 ## ..$ id : int 8414924 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309892 ## ..$ date_added : chr "2019-01-29T15:16:58-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11992539 ## .. ..$ thumb : chr "https://img.discogs.com/En9f2UGPuoRuqSUUYWLlAXi78PA=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "DOXX" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/8xextJieIBTF2CsYSPAIKO4Fzdc=/fit-in/600x800/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11992539" ## .. ..$ master_id : int 0 ## ..$ id : int 11992539 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309855 ## ..$ date_added : chr "2019-01-29T15:16:41-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1013570" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8563279 ## .. ..$ thumb : chr "https://img.discogs.com/TA-T-H4pOpqtvGUnDzUgHjFUGzk=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Room 44 Sessions" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/BzFHHKoxwWishupi2EPrrDR-Bqg=/fit-in/600x558/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8563279" ## .. ..$ master_id : int 1013570 ## ..$ id : int 8563279 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309777 ## ..$ date_added : chr "2019-01-29T15:16:12-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/882570" ## .. ..$ artists :List of 1 ## .. ..$ id : int 7449616 ## .. ..$ thumb : chr "https://img.discogs.com/-RxAeHMXOOcKDWi7KMBr-ra2icM=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "What's Buggin' You?" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/2nzB1UdPG-84-1uU0g2fYbAgJ_A=/fit-in/600x900/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7449616" ## .. ..$ master_id : int 882570 ## ..$ id : int 7449616 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309616 ## ..$ date_added : chr "2019-01-29T15:15:15-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1183639" ## .. ..$ artists :List of 1 ## .. ..$ id : int 10329430 ## .. ..$ thumb : chr "https://img.discogs.com/DBGrwpTuFXjDaIavqAlUGk17q10=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Cowboy Slumber Party" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/sotU4dK8zhwyjRI99PCwcj9aR6c=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/10329430" ## .. ..$ master_id : int 1183639 ## ..$ id : int 10329430 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309557 ## ..$ date_added : chr "2019-01-29T15:14:56-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 8948154 ## .. ..$ thumb : chr "https://img.discogs.com/cdCf_jO1yziTjGSoQR54R4pVclY=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "UCLA Yankee Cola" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/nT_jt0tBpIqV4dKyN-GtqsG9Gf0=/fit-in/600x591/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8948154" ## .. ..$ master_id : int 0 ## ..$ id : int 8948154 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309514 ## ..$ date_added : chr "2019-01-29T15:14:43-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/972643" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8252512 ## .. ..$ thumb : chr "https://img.discogs.com/mpUWG0ab9Bx_mEokx2ptk4r7ke8=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Modern Life" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/8PNGYEi3sYrzj2SEbRz3yuatfyw=/fit-in/600x450/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8252512" ## .. ..$ master_id : int 972643 ## ..$ id : int 8252512 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309481 ## ..$ date_added : chr "2019-01-29T15:14:27-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 7053100 ## .. ..$ thumb : chr "https://img.discogs.com/PtpeL_xKiB4E_87KTor9lsCp-iE=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Neurosis Party" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/Zxw5z6-TufA6rSHfx4Z3wTUJ_98=/fit-in/500x778/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7053100" ## .. ..$ master_id : int 0 ## ..$ id : int 7053100 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309452 ## ..$ date_added : chr "2019-01-29T15:14:17-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11514667 ## .. ..$ thumb : chr "https://img.discogs.com/GC1WjMUDvQtf1OZNS11kY2SS2zQ=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Anarchy And Chaos Tour 2015 Tape" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/MxVwUl9mwZINuzVfi5BECmIHlxI=/fit-in/163x262/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11514667" ## .. ..$ master_id : int 0 ## ..$ id : int 11514667 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309380 ## ..$ date_added : chr "2019-01-29T15:13:50-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2014 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 6022854 ## .. ..$ thumb : chr "https://img.discogs.com/E63R0NORpFzwjGXAiweuXLZRCk8=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Time Slips Away" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/GIj8zr281SEHqZh7fbLOCIJKtXE=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/6022854" ## .. ..$ master_id : int 0 ## ..$ id : int 6022854 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309284 ## ..$ date_added : chr "2019-01-29T15:13:15-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 7018322 ## .. ..$ thumb : chr "https://img.discogs.com/Tsycm-ui_1_40yGQjKDJ3JuvF8o=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Domestication" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/nhrAiiqmnALsi9yIXBfdPPM7XSQ=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7018322" ## .. ..$ master_id : int 0 ## ..$ id : int 7018322 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309242 ## ..$ date_added : chr "2019-01-29T15:12:58-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 2 ## .. ..$ year : int 0 ## .. ..$ master_url : chr "https://api.discogs.com/masters/43057" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8988805 ## .. ..$ thumb : chr "https://img.discogs.com/jMO0EgBkyZAacUAPR0qpM2DMpWA=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "In Your Face" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/7JL-vFUnGG5PRSD1H-BioyN0se8=/fit-in/600x958/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8988805" ## .. ..$ master_id : int 43057 ## ..$ id : int 8988805 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309162 ## ..$ date_added : chr "2019-01-29T15:12:32-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1003205" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8527216 ## .. ..$ thumb : chr "https://img.discogs.com/O7CCuQgPduDKTAs7qMVJnUMc6nU=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "II" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/IkWd_PgKPkCBmLvCDwVIf_xxYO0=/fit-in/267x423/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8527216" ## .. ..$ master_id : int 1003205 ## ..$ id : int 8527216 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350309100 ## ..$ date_added : chr "2019-01-29T15:12:13-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 10529440 ## .. ..$ thumb : chr "https://img.discogs.com/1HZA-6yxAqaCpByDhe8BqRcnDs8=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo 2017" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/TP1p9TyWSZOhOGNNlr5roS9ykuM=/fit-in/454x444/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/10529440" ## .. ..$ master_id : int 0 ## ..$ id : int 10529440 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350308724 ## ..$ date_added : chr "2019-01-29T15:10:02-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1096880" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8886453 ## .. ..$ thumb : chr "https://img.discogs.com/HugnDTglQEMCNQlGK9Jx_7YeVno=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Promo Tape 2016" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/3zX4LlfJhviC34SDEP4ew0XRLiE=/fit-in/600x932/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8886453" ## .. ..$ master_id : int 1096880 ## ..$ id : int 8886453 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350308425 ## ..$ date_added : chr "2019-01-29T15:08:31-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 2 ## .. ..$ year : int 2009 ## .. ..$ master_url : chr "https://api.discogs.com/masters/39365" ## .. ..$ artists :List of 1 ## .. ..$ id : int 1875606 ## .. ..$ thumb : chr "https://img.discogs.com/wr2htlm8Dw09nwql4ryjrs5ikdo=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Talking Heads: 77" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/7kgX0m56a1lPYPR302Dw3kyL7_A=/fit-in/500x484/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/1875606" ## .. ..$ master_id : int 39365 ## ..$ id : int 1875606 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350298652 ## ..$ date_added : chr "2019-01-29T14:21:25-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 0 ## .. ..$ master_url : chr "https://api.discogs.com/masters/5948" ## .. ..$ artists :List of 1 ## .. ..$ id : int 243919 ## .. ..$ thumb : chr "https://img.discogs.com/lfzH4i1BAEGaG0PnCvkLD1Xbcb0=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Loveless" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/DCbGU9BAoU3ZJ5zDRqLW09dKeYE=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/243919" ## .. ..$ master_id : int 5948 ## ..$ id : int 243919 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350297946 ## ..$ date_added : chr "2019-01-29T14:17:58-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 1986 ## .. ..$ master_url : chr "https://api.discogs.com/masters/115334" ## .. ..$ artists :List of 1 ## .. ..$ id : int 1615418 ## .. ..$ thumb : chr "https://img.discogs.com/fbNng6Hy_SAxhQskrusDXkGmiEs=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Hip To Be Square" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/Il_qisuI2ivkGVzXYAaPBYkJ5zM=/fit-in/296x300/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/1615418" ## .. ..$ master_id : int 115334 ## ..$ id : int 1615418 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350297816 ## ..$ date_added : chr "2019-01-29T14:17:17-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 2 ## .. ..$ year : int 2013 ## .. ..$ master_url : chr "https://api.discogs.com/masters/5939" ## .. ..$ artists :List of 1 ## .. ..$ id : int 5174921 ## .. ..$ thumb : chr "https://img.discogs.com/jcDPS91LqPKYXNaCPkPg-JnLvNI=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Isn't Anything" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/A-1D7fq4_dPkk8aS2zDjK6QSpas=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/5174921" ## .. ..$ master_id : int 5939 ## ..$ id : int 5174921 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350297664 ## ..$ date_added : chr "2019-01-29T14:16:36-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2012 ## .. ..$ master_url : chr "https://api.discogs.com/masters/510739" ## .. ..$ artists :List of 1 ## .. ..$ id : int 3868107 ## .. ..$ thumb : chr "https://img.discogs.com/HuSVWUCWaHWPjo3SNkMjls0ADk8=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "The Feeling" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/xrGdosgzR2tUDNlAd4Bkf5tqQBQ=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/3868107" ## .. ..$ master_id : int 510739 ## ..$ id : int 3868107 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350297343 ## ..$ date_added : chr "2019-01-29T14:15:09-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 2 ## .. ..$ year : int 0 ## .. ..$ master_url : chr "https://api.discogs.com/masters/4264" ## .. ..$ artists :List of 1 ## .. ..$ id : int 10081218 ## .. ..$ thumb : chr "https://img.discogs.com/0n27YuwUmazCS3A73nUqje5WqF0=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "The Smiths" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/RFqpUeeLtCDc5ZhymlBgg5srDHg=/fit-in/600x597/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/10081218" ## .. ..$ master_id : int 4264 ## ..$ id : int 10081218 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350296604 ## ..$ date_added : chr "2019-01-29T14:11:51-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 4 ## .. ..$ year : int 1987 ## .. ..$ master_url : chr "https://api.discogs.com/masters/20975" ## .. ..$ artists :List of 1 ## .. ..$ id : int 11988356 ## .. ..$ thumb : chr "https://img.discogs.com/TxhBfL0gtdFTGTmeioF4auSibQ4=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Louder Than Bombs" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/b-qEth2aIJpJBtH0uYJ9hU1pHd4=/fit-in/600x596/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11988356" ## .. ..$ master_id : int 20975 ## ..$ id : int 11988356 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350296006 ## ..$ date_added : chr "2019-01-29T14:09:01-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 1979 ## .. ..$ master_url : chr "https://api.discogs.com/masters/53856" ## .. ..$ artists :List of 1 ## .. ..$ id : int 391325 ## .. ..$ thumb : chr "https://img.discogs.com/eNftV7Nl0p_jApJz7kAFo1AQlnI=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "The B-52's" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/JHqHpGgiyV4p3jAlvxkyGi_Elxc=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/391325" ## .. ..$ master_id : int 53856 ## ..$ id : int 391325 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350295890 ## ..$ date_added : chr "2019-01-29T14:08:30-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 0 ## .. ..$ master_url : chr "https://api.discogs.com/masters/53856" ## .. ..$ artists :List of 1 ## .. ..$ id : int 9035150 ## .. ..$ thumb : chr "https://img.discogs.com/Ott6F9ptmmhRWnjMVQhEOO5EAfU=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "The B-52's" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/UHkXoyyRaX_571HfascazuHeKf0=/fit-in/600x915/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/9035150" ## .. ..$ master_id : int 53856 ## ..$ id : int 9035150 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350295258 ## ..$ date_added : chr "2019-01-29T14:05:54-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 2 ## .. ..$ year : int 2007 ## .. ..$ master_url : chr "https://api.discogs.com/masters/333197" ## .. ..$ artists :List of 1 ## .. ..$ id : int 3496285 ## .. ..$ thumb : chr "https://img.discogs.com/Xs8DNGV6xIjqUjMmp1cFjH5cruw=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Alienated" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/pX_pnaAxT2Wj8lMQNXvwiXMHC1g=/fit-in/280x280/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/3496285" ## .. ..$ master_id : int 333197 ## ..$ id : int 3496285 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350263643 ## ..$ date_added : chr "2019-01-29T12:02:10-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2014 ## .. ..$ master_url : chr "https://api.discogs.com/masters/719793" ## .. ..$ artists :List of 1 ## .. ..$ id : int 9721148 ## .. ..$ thumb : chr "https://img.discogs.com/qrb0OoYWeZbrmIBZgRHSfuhgwUE=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Ivy" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/mR2xGVS0StndHYj_KIVXtInOU7E=/fit-in/600x566/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/9721148" ## .. ..$ master_id : int 719793 ## ..$ id : int 9721148 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350263415 ## ..$ date_added : chr "2019-01-29T12:01:16-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2018 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1313083" ## .. ..$ artists :List of 1 ## .. ..$ id : int 11548953 ## .. ..$ thumb : chr "https://img.discogs.com/GlfdhuCDI4o1ejuzR297OZDFZBo=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo 2018" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/UQ3potpyyoniSNByuIV2IIWCQvY=/fit-in/600x577/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11548953" ## .. ..$ master_id : int 1313083 ## ..$ id : int 11548953 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350253515 ## ..$ date_added : chr "2019-01-29T11:24:24-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1392598" ## .. ..$ artists :List of 1 ## .. ..$ id : int 11390065 ## .. ..$ thumb : chr "https://img.discogs.com/2_dyj3HE_OFjp5EJDkiEQ_yvxaQ=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo 2017" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/WTD4kicWDNdbld2nNFmSyXX2eL0=/fit-in/600x591/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11390065" ## .. ..$ master_id : int 1392598 ## ..$ id : int 11390065 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350253327 ## ..$ date_added : chr "2019-01-29T11:23:42-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2014 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11514226 ## .. ..$ thumb : chr "https://img.discogs.com/JwZjzicVnkuIBtGyAfsaGr_ArRI=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/KZEpjhw_WKVTBqMWIlpAEMG1R6Y=/fit-in/337x541/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11514226" ## .. ..$ master_id : int 0 ## ..$ id : int 11514226 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350251964 ## ..$ date_added : chr "2019-01-29T11:18:03-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 9956517 ## .. ..$ thumb : chr "https://img.discogs.com/S9nw0LLyrwnnEqVkpDN7dXuAolI=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/E26mm8vDCv9Q4PGWOmvlQ8aIzGo=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/9956517" ## .. ..$ master_id : int 0 ## ..$ id : int 9956517 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350251887 ## ..$ date_added : chr "2019-01-29T11:17:49-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 7983566 ## .. ..$ thumb : chr "https://img.discogs.com/34btrWzLO70uWuDmKlstFzDjJJU=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Under The Bleacherz" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/sUm0nbVri9G5FZjVMgS9R3HSico=/fit-in/600x584/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7983566" ## .. ..$ master_id : int 0 ## ..$ id : int 7983566 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350251833 ## ..$ date_added : chr "2019-01-29T11:17:34-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/991904" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8435767 ## .. ..$ thumb : chr "https://img.discogs.com/4Vv2KcItzSylnnGox48ec4EYZCk=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Dumspell " ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/hUmcLPf0D_TQhv9ihVnclUDxiYo=/fit-in/600x1001/filters:strip_icc():format(jpeg):mode_rgb("| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8435767" ## .. ..$ master_id : int 991904 ## ..$ id : int 8435767 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350251739 ## ..$ date_added : chr "2019-01-29T11:17:10-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/993840" ## .. ..$ artists :List of 1 ## .. ..$ id : int 7506935 ## .. ..$ thumb : chr "https://img.discogs.com/5aanbiIXyCTfDgEFM2SUDNpMfLE=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Charm School" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/htmZn9F9uZzusrwLl80ZqW1MxIo=/fit-in/600x935/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7506935" ## .. ..$ master_id : int 993840 ## ..$ id : int 7506935 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350251527 ## ..$ date_added : chr "2019-01-29T11:16:24-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 2 ## .. ..$ id : int 7977493 ## .. ..$ thumb : chr "https://img.discogs.com/PeW6OQdjJoG9civGswBhHxCJ4jM=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Big Bag Split " ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/KbvEWd5nx2rTrETU1PArqCbjm_g=/fit-in/600x403/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7977493" ## .. ..$ master_id : int 0 ## ..$ id : int 7977493 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350251180 ## ..$ date_added : chr "2019-01-29T11:14:52-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 2 ## .. ..$ year : int 1987 ## .. ..$ master_url : chr "https://api.discogs.com/masters/20975" ## .. ..$ artists :List of 1 ## .. ..$ id : int 4337582 ## .. ..$ thumb : chr "https://img.discogs.com/pRa86bzRQngjCpbHxQQyiRm6snw=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Louder Than Bombs" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/MSge6CjQjXHbQw9pSa9OTxfqhhM=/fit-in/486x470/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/4337582" ## .. ..$ master_id : int 20975 ## ..$ id : int 4337582 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350250943 ## ..$ date_added : chr "2019-01-29T11:13:51-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2014 ## .. ..$ master_url : chr "https://api.discogs.com/masters/816045" ## .. ..$ artists :List of 1 ## .. ..$ id : int 6840169 ## .. ..$ thumb : chr "" ## .. ..$ title : chr "Sheer Mag" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/720182381cfb1a9425d9b33c5e2bd091040f9ebd/images/spacer.gif" ## .. ..$ resource_url: chr "https://api.discogs.com/releases/6840169" ## .. ..$ master_id : int 816045 ## ..$ id : int 6840169 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350250880 ## ..$ date_added : chr "2019-01-29T11:13:38-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11967072 ## .. ..$ thumb : chr "https://img.discogs.com/_UHrk4FFLVFShzDfLp33NMFbXBo=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Pleather" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/5vJhGU_WqFFKQ1InP8R-tFszqEE=/fit-in/600x605/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11967072" ## .. ..$ master_id : int 0 ## ..$ id : int 11967072 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350250829 ## ..$ date_added : chr "2019-01-29T11:13:26-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2017 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 11406918 ## .. ..$ thumb : chr "https://img.discogs.com/YqQ2XnbWwLeGNKJyWfmH-wn-C-A=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo 2017: The Savage Season Continues" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/sDWOcz8xKn0SrJolDDZlJJMOd1E=/fit-in/600x337/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/11406918" ## .. ..$ master_id : int 0 ## ..$ id : int 11406918 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350250392 ## ..$ date_added : chr "2019-01-29T11:11:37-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1022491" ## .. ..$ artists :List of 1 ## .. ..$ id : int 8716048 ## .. ..$ thumb : chr "https://img.discogs.com/7B0RImA1dFyqaoQq31FxOJZ1CCc=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Demo II: Demolition" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/8_jZuKGtAkSb01P1CTkkwHuOdhU=/fit-in/600x450/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/8716048" ## .. ..$ master_id : int 1022491 ## ..$ id : int 8716048 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350250308 ## ..$ date_added : chr "2019-01-29T11:11:15-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/931450" ## .. ..$ artists :List of 1 ## .. ..$ id : int 7872463 ## .. ..$ thumb : chr "https://img.discogs.com/1nIRrHMaFejjkXQUGVOJiP4or90=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Firewalker" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/jkWVBAINbUg31Vq1ZFaHeTpXt4k=/fit-in/600x945/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/7872463" ## .. ..$ master_id : int 931450 ## ..$ id : int 7872463 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350249933 ## ..$ date_added : chr "2019-01-29T11:09:44-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2016 ## .. ..$ master_url : chr "https://api.discogs.com/masters/3010" ## .. ..$ artists :List of 1 ## .. ..$ id : int 9367350 ## .. ..$ thumb : chr "https://img.discogs.com/rcKrWoZ_WiXsQHbFgRIQx75PfF8=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "I'm Wide Awake, It's Morning" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/OgF-vBU5Xg5J50eAM-l1afdKon4=/fit-in/600x589/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/9367350" ## .. ..$ master_id : int 3010 ## ..$ id : int 9367350 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350229177 ## ..$ date_added : chr "2019-01-29T09:49:48-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2007 ## .. ..$ master_url : chr "https://api.discogs.com/masters/114440" ## .. ..$ artists :List of 1 ## .. ..$ id : int 5411566 ## .. ..$ thumb : chr "https://img.discogs.com/ZOkkzpmc1M4vKRrrcjKV8Hg6bnE=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "The Execution Of All Things" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/trBUxbAR6Apxb75cGlDx--gvNlA=/fit-in/600x607/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/5411566" ## .. ..$ master_id : int 114440 ## ..$ id : int 5411566 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350228963 ## ..$ date_added : chr "2019-01-29T09:49:00-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2013 ## .. ..$ master_url : NULL ## .. ..$ artists :List of 1 ## .. ..$ id : int 4465008 ## .. ..$ thumb : chr "https://img.discogs.com/WldYrGwYKGK1XidLyTlSWp4AB2c=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Hard Coming Down" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/MLyvpmQzMWo3J5az5FKbdutkjtE=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/4465008" ## .. ..$ master_id : int 0 ## ..$ id : int 4465008 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350228728 ## ..$ date_added : chr "2019-01-29T09:48:10-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 2 ## .. ..$ year : int 2005 ## .. ..$ master_url : chr "https://api.discogs.com/masters/568505" ## .. ..$ artists :List of 2 ## .. ..$ id : int 2708889 ## .. ..$ thumb : chr "https://img.discogs.com/OS43S9SS3NBJrPuQD7cXnvv7Tx0=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Discography" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/W-hruyqqLeRszKN2y64DqQeX-bw=/fit-in/600x613/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/2708889" ## .. ..$ master_id : int 568505 ## ..$ id : int 2708889 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350228630 ## ..$ date_added : chr "2019-01-29T09:47:45-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 2 ## .. ..$ year : int 2018 ## .. ..$ master_url : chr "https://api.discogs.com/masters/245859" ## .. ..$ artists :List of 1 ## .. ..$ id : int 13020644 ## .. ..$ thumb : chr "https://img.discogs.com/YarwZe8Yytw4RpOFREAYuzoyd2s=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Set It Off" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/DFsJffb5b33g5U2oFIAGuScggFM=/fit-in/600x598/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/13020644" ## .. ..$ master_id : int 245859 ## ..$ id : int 13020644 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350228478 ## ..$ date_added : chr "2019-01-29T09:47:04-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2010 ## .. ..$ master_url : chr "https://api.discogs.com/masters/228208" ## .. ..$ artists :List of 1 ## .. ..$ id : int 2138452 ## .. ..$ thumb : chr "https://img.discogs.com/qt5wNIzxPd8Qkx0a95QE24F7YUo=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Dear God, I Hate Myself" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/_c2HqyQjEZw6K78Umhfw7SChvoc=/fit-in/320x320/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/2138452" ## .. ..$ master_id : int 228208 ## ..$ id : int 2138452 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350228069 ## ..$ date_added : chr "2019-01-29T09:45:26-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2015 ## .. ..$ master_url : chr "https://api.discogs.com/masters/1323130" ## .. ..$ artists :List of 2 ## .. ..$ id : int 6850381 ## .. ..$ thumb : chr "https://img.discogs.com/juammt5dYgJCyX92EFneTYnRicY=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Merzxiu" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/dCuLZ3tcYuOsSQTDv1luUyg-QSA=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/6850381" ## .. ..$ master_id : int 1323130 ## ..$ id : int 6850381 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350228020 ## ..$ date_added : chr "2019-01-29T09:45:13-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 2 ## .. ..$ year : int 2014 ## .. ..$ master_url : chr "https://api.discogs.com/masters/709327" ## .. ..$ artists :List of 1 ## .. ..$ id : int 6487988 ## .. ..$ thumb : chr "https://img.discogs.com/eR4rkFC_MG_ZnEpE4SqRmF6m-8U=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "Vexx" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/2HNTCn8IC1xhUNcCLqjLoNHTsxg=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/6487988" ## .. ..$ master_id : int 709327 ## ..$ id : int 6487988 ## ..$ rating : int 0 ## $ :List of 5 ## ..$ instance_id : int 350227901 ## ..$ date_added : chr "2019-01-29T09:44:47-08:00" ## ..$ basic_information:List of 11 ## .. ..$ labels :List of 1 ## .. ..$ year : int 2014 ## .. ..$ master_url : chr "https://api.discogs.com/masters/687939" ## .. ..$ artists :List of 3 ## .. ..$ id : int 5695822 ## .. ..$ thumb : chr "https://img.discogs.com/oIksRThmmBZt9Bf1AtGI25RqDj8=/fit-in/150x150/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ title : chr "USA '13" ## .. ..$ formats :List of 1 ## .. ..$ cover_image : chr "https://img.discogs.com/u3NWWoeMwkLalbCoMVZt14JuBf4=/fit-in/600x600/filters:strip_icc():format(jpeg):mode_rgb()"| __truncated__ ## .. ..$ resource_url: chr "https://api.discogs.com/releases/5695822" ## .. ..$ master_id : int 687939 ## ..$ id : int 5695822 ## ..$ rating : int 0 ## [list output truncated] ``` --- ```r tibble(disc = repurrrsive::discog) %>% hoist( disc, info = "basic_information" ) ``` ``` ## # A tibble: 155 x 2 ## info disc ## <list> <list> ## 1 <named list [11]> <named list [4]> ## 2 <named list [11]> <named list [4]> ## 3 <named list [11]> <named list [4]> ## 4 <named list [11]> <named list [4]> ## 5 <named list [11]> <named list [4]> ## 6 <named list [11]> <named list [4]> ## 7 <named list [11]> <named list [4]> ## 8 <named list [11]> <named list [4]> ## 9 <named list [11]> <named list [4]> ## 10 <named list [11]> <named list [4]> ## # … with 145 more rows ``` --- ```r tibble(disc = repurrrsive::discog) %>% hoist( disc, id = "id", info = "basic_information" ) %>% hoist( info, year = c("year"), title = c("title"), artist = list("artists", 1, "name"), label = list("labels", 1, "name") ) ``` ``` ## # A tibble: 155 x 7 ## id year title artist label info disc ## <int> <int> <chr> <chr> <chr> <list> <list> ## 1 7.50e6 2015 Demo Mollot Tobi Records (2) <named … <named … ## 2 4.49e6 2013 Observant Com… Una Bèstia … La Vida Es Un Mus <named … <named … ## 3 9.83e6 2017 I S.H.I.T. (3) La Vida Es Un Mus <named … <named … ## 4 9.77e6 2017 Oído Absoluto Rata Negra La Vida Es Un Mus <named … <named … ## 5 7.24e6 2015 A Cat's Cause… Ivy (18) Katorga Works <named … <named … ## 6 1.31e7 2019 Tashme Tashme High Fashion Ind… <named … <named … ## 7 7.11e6 2014 Demo Desgraciados Mind Control Rec… <named … <named … ## 8 1.05e7 2015 Let The Mirac… Phantom Head Not On Label (Ph… <named … <named … ## 9 1.13e7 2017 Sub Space Sub Space (… Not On Label (Su… <named … <named … ## 10 1.17e7 2017 Demo Small Man (… Prescience Tapes <named … <named … ## # … with 145 more rows ``` ---