The concept is to turn objects from stock assessment packages (sam, flr’s, muppet, …) to tibbles for further downstream tidyverse processing. A case in point:
library(magrittr)
stockassessment::fitfromweb("BW-2021") %>%
fishvice::fv_rbx()## $rby
## # A tibble: 205 × 5
## year est low high variable
## <int> <dbl> <dbl> <dbl> <chr>
## 1 1 786026. 563271. 1096875. catch
## 2 2 544001. 413221. 716170. catch
## 3 3 511286. 394907. 661961. catch
## 4 4 560913. 432749. 727035. catch
## 5 5 637584. 500137. 812804. catch
## 6 6 759594. 596217. 967739. catch
## 7 7 638131. 501148. 812557. catch
## 8 8 569422. 447815. 724051. catch
## 9 9 619197. 490191. 782154. catch
## 10 10 553363. 435299. 703448. catch
## # ℹ 195 more rows
##
## $rbya
## # A tibble: 4,920 × 4
## year age variable val
## <dbl> <dbl> <chr> <dbl>
## 1 1981 1 oC 258000.
## 2 1981 2 oC 348000
## 3 1981 3 oC 681000
## 4 1981 4 oC 334000.
## 5 1981 5 oC 548000.
## 6 1981 6 oC 559000.
## 7 1981 7 oC 466000
## 8 1981 8 oC 634000
## 9 1981 9 oC 578000
## 10 1981 10 oC 1460000.
## # ℹ 4,910 more rows
##
## $opr
## # A tibble: 554 × 5
## year age fleet o p
## <dbl> <dbl> <chr> <dbl> <dbl>
## 1 1981 1 catch 12.5 12.5
## 2 1981 2 catch 12.8 12.8
## 3 1981 3 catch 13.4 13.5
## 4 1981 4 catch 12.7 12.8
## 5 1981 5 catch 13.2 13.2
## 6 1981 6 catch 13.2 13.2
## 7 1981 7 catch 13.1 13.0
## 8 1981 8 catch 13.4 13.3
## 9 1981 9 catch 13.3 13.0
## 10 1981 10 catch 14.2 13.9
## # ℹ 544 more rows
##
## $par
## # A tibble: 51 × 11
## fleet age m cv est low high what in_name out_name
## <chr> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <chr> <chr> <chr>
## 1 IBWSS 1 -9.66 0.204 0.0000641 0.0000426 0.0000964 catch… keyLog… logFpar
## 2 IBWSS 2 -9.08 0.118 0.000114 0.0000901 0.000145 catch… keyLog… logFpar
## 3 IBWSS 3 -7.91 0.123 0.000367 0.000287 0.000469 catch… keyLog… logFpar
## 4 IBWSS 4 -7.31 0.111 0.000672 0.000538 0.000839 catch… keyLog… logFpar
## 5 IBWSS 5 -7.02 0.105 0.000890 0.000721 0.00110 catch… keyLog… logFpar
## 6 IBWSS 6 -7.02 0.105 0.000890 0.000721 0.00110 catch… keyLog… logFpar
## 7 IBWSS 7 -7.02 0.105 0.000890 0.000721 0.00110 catch… keyLog… logFpar
## 8 IBWSS 8 -7.02 0.105 0.000890 0.000721 0.00110 catch… keyLog… logFpar
## 9 catch 1 -1.01 0.135 0.363 0.277 0.476 rwalkF keyVarF logSdLo…
## 10 catch 2 -1.01 0.135 0.363 0.277 0.476 rwalkF keyVarF logSdLo…
## # ℹ 41 more rows
## # ℹ 1 more variable: fleetage <chr>