Convert a data frame to into row vector or long vector
Question
I'm not sure what is the exact data type that is but when I see class It shows character and numeric.
My intended data what I want to use small subset is this
a <- dput(head(Age))
structure(list(Blast_Percentage = c(82L, 83L, 91L, 72L, 68L,
88L)), row.names = c("TCGA-AB-2856", "TCGA-AB-2849", "TCGA-AB-2971",
"TCGA-AB-2930", "TCGA-AB-2891", "TCGA-AB-2872"), class = "data.frame")
Second data frame
b <- dput(head(Sample_info))
structure(list(patient = structure(c(35L, 32L, 118L, 93L, 64L,
47L), .Label = c("TCGA-AB-2805", "TCGA-AB-2806", "TCGA-AB-2808",
"TCGA-AB-2810", "TCGA-AB-2811", "TCGA-AB-2812", "TCGA-AB-2813",
"TCGA-AB-2814", "TCGA-AB-2815", "TCGA-AB-2817", "TCGA-AB-2818",
"TCGA-AB-2819", "TCGA-AB-2820", "TCGA-AB-2821", "TCGA-AB-2822",
"TCGA-AB-2823", "TCGA-AB-2825", "TCGA-AB-2826", "TCGA-AB-2828",
"TCGA-AB-2830", "TCGA-AB-2834", "TCGA-AB-2835", "TCGA-AB-2836",
"TCGA-AB-2839", "TCGA-AB-2840", "TCGA-AB-2841", "TCGA-AB-2842",
"TCGA-AB-2844", "TCGA-AB-2845", "TCGA-AB-2846", "TCGA-AB-2847",
"TCGA-AB-2849", "TCGA-AB-2851", "TCGA-AB-2853", "TCGA-AB-2856",
"TCGA-AB-2858", "TCGA-AB-2859", "TCGA-AB-2861", "TCGA-AB-2862",
"TCGA-AB-2863", "TCGA-AB-2865", "TCGA-AB-2866", "TCGA-AB-2867",
"TCGA-AB-2869", "TCGA-AB-2870", "TCGA-AB-2871", "TCGA-AB-2872",
"TCGA-AB-2873", "TCGA-AB-2874", "TCGA-AB-2875", "TCGA-AB-2876",
"TCGA-AB-2877", "TCGA-AB-2878", "TCGA-AB-2880", "TCGA-AB-2881",
"TCGA-AB-2882", "TCGA-AB-2883", "TCGA-AB-2884", "TCGA-AB-2885",
"TCGA-AB-2886", "TCGA-AB-2888", "TCGA-AB-2889", "TCGA-AB-2890",
"TCGA-AB-2891", "TCGA-AB-2892", "TCGA-AB-2893", "TCGA-AB-2894",
"TCGA-AB-2895", "TCGA-AB-2896", "TCGA-AB-2897", "TCGA-AB-2898",
"TCGA-AB-2899", "TCGA-AB-2900", "TCGA-AB-2901", "TCGA-AB-2908",
"TCGA-AB-2910", "TCGA-AB-2911", "TCGA-AB-2912", "TCGA-AB-2913",
"TCGA-AB-2914", "TCGA-AB-2915", "TCGA-AB-2916", "TCGA-AB-2917",
"TCGA-AB-2918", "TCGA-AB-2919", "TCGA-AB-2920", "TCGA-AB-2921",
"TCGA-AB-2924", "TCGA-AB-2925", "TCGA-AB-2927", "TCGA-AB-2928",
"TCGA-AB-2929", "TCGA-AB-2930", "TCGA-AB-2931", "TCGA-AB-2932",
"TCGA-AB-2933", "TCGA-AB-2934", "TCGA-AB-2935", "TCGA-AB-2936",
"TCGA-AB-2937", "TCGA-AB-2939", "TCGA-AB-2940", "TCGA-AB-2942",
"TCGA-AB-2943", "TCGA-AB-2944", "TCGA-AB-2946", "TCGA-AB-2948",
"TCGA-AB-2949", "TCGA-AB-2950", "TCGA-AB-2952", "TCGA-AB-2955",
"TCGA-AB-2956", "TCGA-AB-2959", "TCGA-AB-2963", "TCGA-AB-2965",
"TCGA-AB-2966", "TCGA-AB-2970", "TCGA-AB-2971", "TCGA-AB-2973",
"TCGA-AB-2975", "TCGA-AB-2976", "TCGA-AB-2977", "TCGA-AB-2979",
"TCGA-AB-2980", "TCGA-AB-2981", "TCGA-AB-2982", "TCGA-AB-2983",
"TCGA-AB-2984", "TCGA-AB-2986", "TCGA-AB-2987", "TCGA-AB-2988",
"TCGA-AB-2990", "TCGA-AB-2991", "TCGA-AB-2992", "TCGA-AB-2994",
"TCGA-AB-2995", "TCGA-AB-2996", "TCGA-AB-2998", "TCGA-AB-2999",
"TCGA-AB-3000", "TCGA-AB-3001", "TCGA-AB-3002", "TCGA-AB-3007",
"TCGA-AB-3008", "TCGA-AB-3009", "TCGA-AB-3011", "TCGA-AB-3012"
), class = "factor"), FAB = structure(c(5L, 1L, 5L, 3L, 2L, 4L
), .Label = c("M0", "M1", "M2", "M3", "M4", "M5"), class = "factor")), row.names = c(NA,
6L), class = "data.frame")
The way I want to turn this data frame is into this
> age
s1 s2 s3 s4 s5 s6 s7 s8 s9 s10 s11 s12 s13 s14 s15 s16 s17 s18 s19 s20 s21 s22 s23 s24 s25 s26 s27 s28 s29 s30 s31 s32 s33 s34 s35 s36 s37 s38
2 2 5 11 20 32 61 93 93 144 232 303 649 654 904 2 2 5 11 20 32 61 93 93 144 232 303 649 654 904 904 2 2 5 11 20 32 61
s39 s40 s41 s42 s43 s44 s45 s46 s47 s48 s49 s50 s51 s52 s53 s54 s55 s56 s57 s58 s59 s60 s61 s62 s63
93 93 144 232 303 649 654 904 904 2 2 5 11 20 32 61 93 93 144 232 303 649 654 904 904
> class(age)
[1] "numeric"
and the other one would be for the second data frame it should look like this
samp_tissue
s1 s2 s3 s4 s5 s6 s7 s8 s9 s10 s11 s12 s13 s14 s15 s16 s17
"Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Cortex" "Lung" "Lung"
s18 s19 s20 s21 s22 s23 s24 s25 s26 s27 s28 s29 s30 s31 s32 s33 s34
"Lung" "Lung" "Lung" "Lung" "Lung" "Lung" "Lung" "Lung" "Lung" "Lung" "Lung" "Lung" "Lung" "Lung" "Liver" "Liver" "Liver"
s35 s36 s37 s38 s39 s40 s41 s42 s43 s44 s45 s46 s47 s48 s49 s50 s51
"Liver" "Liver" "Liver" "Liver" "Liver" "Liver" "Liver" "Liver" "Liver" "Liver" "Liver" "Liver" "Liver" "Muscle" "Muscle" "Muscle" "Muscle"
s52 s53 s54 s55 s56 s57 s58 s59 s60 s61 s62 s63
"Muscle" "Muscle" "Muscle" "Muscle" "Muscle" "Muscle" "Muscle" "Muscle" "Muscle" "Muscle" "Muscle" "Muscle"
How to convert them into above type I would like to know.
I tried to search but Im not sure about the right query to find what Im looking for
Possible solution what I got from this post
whatyouwant <- setNames( as.numeric(Age$Blast_Percentage),as.character(Age$patient))
class(whatyouwant)
what <- setNames( as.character(Sample_info$FAB),as.character(Age$patient))
class(what)
what
1 answers
solution1
1 ACCPTED 2022-06-29 01:49:05
Your expected outcome is not clear to me (ie using your sample data, what should the final outcome be?), but perhaps you're looking for table() (my guess for "a") or deframe() from the tibble package :
library(tibble)
a <- structure(list(Blast_Percentage = c(82L, 83L, 91L, 72L, 68L,
88L)), row.names = c("TCGA-AB-2856", "TCGA-AB-2849", "TCGA-AB-2971",
"TCGA-AB-2930", "TCGA-AB-2891", "TCGA-AB-2872"), class = "data.frame")
b <- structure(list(patient = structure(c(35L, 32L, 118L, 93L, 64L,
47L), .Label = c("TCGA-AB-2805", "TCGA-AB-2806", "TCGA-AB-2808",
"TCGA-AB-2810", "TCGA-AB-2811", "TCGA-AB-2812", "TCGA-AB-2813",
"TCGA-AB-2814", "TCGA-AB-2815", "TCGA-AB-2817", "TCGA-AB-2818",
"TCGA-AB-2819", "TCGA-AB-2820", "TCGA-AB-2821", "TCGA-AB-2822",
"TCGA-AB-2823", "TCGA-AB-2825", "TCGA-AB-2826", "TCGA-AB-2828",
"TCGA-AB-2830", "TCGA-AB-2834", "TCGA-AB-2835", "TCGA-AB-2836",
"TCGA-AB-2839", "TCGA-AB-2840", "TCGA-AB-2841", "TCGA-AB-2842",
"TCGA-AB-2844", "TCGA-AB-2845", "TCGA-AB-2846", "TCGA-AB-2847",
"TCGA-AB-2849", "TCGA-AB-2851", "TCGA-AB-2853", "TCGA-AB-2856",
"TCGA-AB-2858", "TCGA-AB-2859", "TCGA-AB-2861", "TCGA-AB-2862",
"TCGA-AB-2863", "TCGA-AB-2865", "TCGA-AB-2866", "TCGA-AB-2867",
"TCGA-AB-2869", "TCGA-AB-2870", "TCGA-AB-2871", "TCGA-AB-2872",
"TCGA-AB-2873", "TCGA-AB-2874", "TCGA-AB-2875", "TCGA-AB-2876",
"TCGA-AB-2877", "TCGA-AB-2878", "TCGA-AB-2880", "TCGA-AB-2881",
"TCGA-AB-2882", "TCGA-AB-2883", "TCGA-AB-2884", "TCGA-AB-2885",
"TCGA-AB-2886", "TCGA-AB-2888", "TCGA-AB-2889", "TCGA-AB-2890",
"TCGA-AB-2891", "TCGA-AB-2892", "TCGA-AB-2893", "TCGA-AB-2894",
"TCGA-AB-2895", "TCGA-AB-2896", "TCGA-AB-2897", "TCGA-AB-2898",
"TCGA-AB-2899", "TCGA-AB-2900", "TCGA-AB-2901", "TCGA-AB-2908",
"TCGA-AB-2910", "TCGA-AB-2911", "TCGA-AB-2912", "TCGA-AB-2913",
"TCGA-AB-2914", "TCGA-AB-2915", "TCGA-AB-2916", "TCGA-AB-2917",
"TCGA-AB-2918", "TCGA-AB-2919", "TCGA-AB-2920", "TCGA-AB-2921",
"TCGA-AB-2924", "TCGA-AB-2925", "TCGA-AB-2927", "TCGA-AB-2928",
"TCGA-AB-2929", "TCGA-AB-2930", "TCGA-AB-2931", "TCGA-AB-2932",
"TCGA-AB-2933", "TCGA-AB-2934", "TCGA-AB-2935", "TCGA-AB-2936",
"TCGA-AB-2937", "TCGA-AB-2939", "TCGA-AB-2940", "TCGA-AB-2942",
"TCGA-AB-2943", "TCGA-AB-2944", "TCGA-AB-2946", "TCGA-AB-2948",
"TCGA-AB-2949", "TCGA-AB-2950", "TCGA-AB-2952", "TCGA-AB-2955",
"TCGA-AB-2956", "TCGA-AB-2959", "TCGA-AB-2963", "TCGA-AB-2965",
"TCGA-AB-2966", "TCGA-AB-2970", "TCGA-AB-2971", "TCGA-AB-2973",
"TCGA-AB-2975", "TCGA-AB-2976", "TCGA-AB-2977", "TCGA-AB-2979",
"TCGA-AB-2980", "TCGA-AB-2981", "TCGA-AB-2982", "TCGA-AB-2983",
"TCGA-AB-2984", "TCGA-AB-2986", "TCGA-AB-2987", "TCGA-AB-2988",
"TCGA-AB-2990", "TCGA-AB-2991", "TCGA-AB-2992", "TCGA-AB-2994",
"TCGA-AB-2995", "TCGA-AB-2996", "TCGA-AB-2998", "TCGA-AB-2999",
"TCGA-AB-3000", "TCGA-AB-3001", "TCGA-AB-3002", "TCGA-AB-3007",
"TCGA-AB-3008", "TCGA-AB-3009", "TCGA-AB-3011", "TCGA-AB-3012"
), class = "factor"), FAB = structure(c(5L, 1L, 5L, 3L, 2L, 4L
), .Label = c("M0", "M1", "M2", "M3", "M4", "M5"), class = "factor")), row.names = c(NA,
6L), class = "data.frame")
table(a)
#> a
#> 68 72 82 83 88 91
#> 1 1 1 1 1 1
deframe(b)
#> TCGA-AB-2856 TCGA-AB-2849 TCGA-AB-2971 TCGA-AB-2930 TCGA-AB-2891 TCGA-AB-2872
#> M4 M0 M4 M2 M1 M3
#> Levels: M0 M1 M2 M3 M4 M5
Created on 2022-06-29 by the reprex package (v2.0.1)
Or maybe this?
library(tidyverse)
a %>%
rownames_to_column("patient") %>%
left_join(b)
#> Joining, by = "patient"
#> patient Blast_Percentage FAB
#> 1 TCGA-AB-2856 82 M4
#> 2 TCGA-AB-2849 83 M0
#> 3 TCGA-AB-2971 91 M4
#> 4 TCGA-AB-2930 72 M2
#> 5 TCGA-AB-2891 68 M1
#> 6 TCGA-AB-2872 88 M3
Created on 2022-06-29 by the reprex package (v2.0.1)
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