How to Reformat a dataframe

input$row <- seq(nrow(input))  # add row number for reference> head(input)       ...1     ...2     ...3     ...4     ...5     ...6     ...7     ...8

Hi Iris,

Thank you so much for your valuable feedback. I wonder why your code gives
you 1512 rows, given that the original structure has 12 columns and 126
rows, so I would expect (125*12)+ 9=1,509 total rows.

Cheers,
Paul
El El vie, 27 de oct. de 2023 a la(s) 10:40 p. m., Iris Simmons <
ikwsimmo at gmail.com> escribi?:

You are not getting the structure you want because the indexes are
wrong. They should be something more like this:

i <- 0
for (row in 1:nrow(alajuela_df)){
  for (col in 1:ncol(alajuela_df)){
    i <- i + 1
    df[i,1]=alajuela_df[row,col]
  }
}

but I think what you are doing can be written much shorter and will run
faster:

## transpose here matches your original code
df <- data.frame(aportes_alajuela = c(t(alajuela_df)))

## but if you do not want to transpose, then do this
df <- data.frame(aportes_alajuela = unlist(alajuela_df, use.names =

FALSE))

However, you said you expected 1509 observations, but this gives you
1512 observations. If you want to exclude the 3 NA observations, do
something like:

df <- df[!is.na(df$aportes_alajuela), , drop = FALSE]

On Fri, Oct 27, 2023 at 11:14?PM Paul Bernal <paulbernal07 at gmail.com>
wrote:

Dear friends,

I have the following dataframe:
dim(alajuela_df)
[1] 126  12

dput(alajuela_df)
structure(list(...1 = c(92.9925354, 76.0024254, 44.99547465,
28.00536465, 120.0068103, 31.9980405, 85.0071837, 40.1532933,
19.3120917, 113.12581575, 28.45843425, 114.400074, 143.0000925,
46.439634, 20.7845679, 50.82874575, 36.9818061, 44.6273556,

40.57804605,

30.38398005, 47.94042705, 36.38715225, 28.06199835, 28.4867511,
122.86681215, 56.4071652, 35.9057658, 52.669341, 24.94714485,
54.4249857, 61.164396, 47.88379335, 30.582198, 26.051502, 43.041612,
64.59073485, 51.6499344, 78.8202902886201, 35.2390173175627,
82.2394568898745, 47.760850180466, 54.3654763342294, 49.4878058854839,
32.8813266149642, 38.9301880693548, 51.9506275455197, 55.4404001992832,
50.7979761262545, 37.1198211413082, 36.9144309425627, 33.7829493281362,
32.8647492475806, 42.8926863444444, 63.9814428257048, 39.219040238172,
88.7557324417563, 42.0964144925627, 129.15973304991, 117.872998635484,
35.4004098300179, 83.4102757505377, 38.6443638074373, 100.491764259319,
40.219162961828, 35.901029409319, 85.2814714674731, 26.5821299974014,
33.0141992892473, 52.4006692386201, 62.7450310643369, 33.3732853655914,
36.4616827405018, 146.501706130466, 59.9869292767025, 132.659282967294,
29.9692075517921, 45.8436438112007, 29.3028312143369, 49.9042699517921,
27.4678688861111, 29.8483957580645, 26.1192323867384, 62.1371491517921,
53.92489050681, 64.5840869873656, 28.4476420455197, 52.9893180218638,
36.4730500781362, 40.8595060662186, 33.4571194806452, 35.6201445262545,
47.5373940344086, 62.5177012273297, 31.9702480361111, 29.6637272685484,
49.9578249978495, 26.1936613831541, 30.8051128442652, 153.165249601165,
36.7652008047491, 14.3854334390681, 55.9930862447133, 87.5882628859319,
88.414763059767, 58.6046644034946, 20.5301898890681, 39.0037205346774,
67.5971386298632, 25.1295804696237, 32.7864973072581, 59.5662701215054,
56.3503435331631, 25.2768483884409, 120.187620533964, 51.3699688189953,
42.6889983487868, 34.5183987020052, 32.9513272936733, 20.6141437461215,
43.4197954932283, 107.258904254306, 23.7548470509806, 48.4457090643702,
72.3249287581108, 32.7272590911596, 48.6115621286089), ...2 =

c(34.9996266,

22.00219245, 22.9932822, 19.00060635, 35.99071635, 23.9560551,
44.99547465, 22.00219245, 17.35822905, 38.9639856, 16.4804067,
93.87035775, 81.2693595, 65.4119235, 14.6114946, 33.32893245,
23.3330844, 66.68618175, 29.1097218, 18.77407155, 28.1469489,
20.64298365, 15.31941585, 25.79665035, 39.5869563, 35.9057658,
28.11863205, 27.09922545, 18.03783345, 52.3295388, 47.99706075,
21.88892505, 18.8590221, 17.64139755, 29.2796229, 27.750513,
26.9576412, 36.8932410314484, 19.1194611744253, 37.5166237491071,
37.9625421619439, 23.444984650496, 37.4408609345785, 43.1033210084325,
28.1252430606151, 38.4216392645833, 41.0532302780651, 34.4822260610119,
27.8096188059524, 25.9720387760913, 19.5989670673372, 21.1366557174603,
34.0091174203373, 111.149568174301, 24.5438738482759, 62.923693488747,
36.056976280754, 36.934798630754, 47.0895472967433, 23.0987961767857,
45.1991799260913, 23.0274422095238, 26.8716961246169, 21.5009916962302,
25.315076619246, 41.2098751296627, 15.6537752838123, 20.1723471152778,
31.7437694203373, 34.6486999232143, 27.6318028338123, 23.9637897951389,
50.6646878095238, 33.3208231933532, 38.0673028746602, 19.9469359998016,
27.0503264451389, 19.8385753555556, 29.0062549955939, 17.231889453373,
25.3320442555556, 17.651735447619, 37.12988188841, 37.7982565469246,
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39.19334780424, 23.9252474159722, 15.8641806903257, 27.51501019685,
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25.3577400835684, 21.3381885368056, 37.5842732179795, 62.4856267757438,
19.2393143990079, 49.4806272500855, 29.5274325254668, 18.7819282827049,
19.5089694997422, 25.524181172185, 15.9275217745507, 25.461470312583,
37.4026236465872, 14.6120197959536, 26.5773978462589, 27.6541154512847,
22.5193597452548, 27.9919830179818), ...3 = c(24.04100565, 22.00219245,
15.0079305, 12.99743415, 22.9932822, 13.9885239, 27.0142749,
16.3671393, 12.2895129, 28.68496905, 16.56535725, 32.70596175,
46.01488125, 24.94714485, 10.8170367, 19.68021075, 15.0079305,
26.41962105, 21.9738756, 15.71585175, 21.26595435, 13.28060265,
11.6099085, 15.5742675, 25.96655145, 20.5013994, 15.99902025,
18.03783345, 11.07188835, 32.59269435, 29.7326925, 15.82911915,
13.4788206, 22.11545985, 17.6130807, 22.3136778, 17.01842685,
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40.9448287612007, 20.2191781781362, 10.3501469886201, 21.1253173781362,
13.4899172867384, 23.1471303187276, 12.8374587906722, 16.9906343861111,
13.1835697522092, 17.8847127055556, 32.4731512323477, 17.6332611074373,
13.4532405190011, 19.4829400781362, 24.2590318624552, 26.5715576967742,
19.0041586430108, 28.5379041193548, 29.7763011256272, 32.1823265123117,
29.7879391141577, 14.0165763547689, 37.6846187388183, 16.3880639974014,
13.8338638285842, 44.6845644331541, 18.6545178642578, 11.2407237620968,
34.0711681997412, 29.0336803177268, 18.1338299396953, 39.7917534240684,
10.6510092909498, 16.2566291560036, 28.5616029884409, 38.8678199534946,
15.4433570447133, 17.2045135497178, 49.4081574106672, 32.6989511276381,
38.5789940244859, 32.1769916573031, 28.9463686859436, 13.4928541224532,
19.5413894417691, 10.7006215291469, 29.8260981653798, 25.4362115265858,
11.5257100913926, 16.8079233526533, 27.4408077645845, 40.6526894052778,
18.8694236080065), ...4 = c(43.01329515, 25.00377855, 15.99902025,
12.99743415, 47.99706075, 15.99902025, 62.0139015, 12.5160477,
20.13328035, 18.4625862, 16.7635752, 31.4317035, 88.914909,

47.82715965,

10.50555135, 14.18674185, 13.28060265, 72.3778686, 21.9738756,
12.82753305, 28.74160275, 46.69448565, 8.6083224, 15.291099,
23.6162529, 15.8008023, 33.27229875, 18.0661503, 7.95703485,
44.76893985, 22.22872725, 21.03941955, 26.92932435, 22.65348,
46.07151495, 15.9140697, 22.4835789, 17.7829818, 18.2384985351852,
20.5132854851852, 61.5926915188615, 15.693652737963, 19.5663315662037,
24.3550255328704, 53.0975022597222, 36.7972078271926, 36.7901429763889,
18.8871641546296, 20.9930987768519, 20.1431562884259, 10.6699463958333,
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25.599830762963, 33.3566375162037, 19.421600999537, 43.1187841560185,
11.9100427961142, 15.1950489439815, 20.8816316998207, 63.5722125117055,
21.3153340421296, 17.4206699247302, 42.4256331148148, 26.851255354471,
13.8370396062451, 65.4289660486111, 70.8573662263666, 29.3347708393519,
30.1223113805556, 104.141421110648, 53.9017718844937, 50.7707224048161,
9.85083922838523, 16.679586024537, 8.50117283796296, 29.7760417518519,
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236.356918314815, 26.518730025, 18.768390700463, 13.0113303819444,
27.8125653564815, 63.6389740583333, 80.2297640347222, 23.5851393240741,
29.110683174537, 26.2230636560185, 18.1385155833333, 35.5873651333171,
71.1575933980326, 14.1058989912037, 22.352831962963, 37.7497695597222,
13.9331137675926, 35.9453219891346, 66.8659299971482, 25.6415400254835,
15.1121959384259, 76.2625002964008, 19.6161482467593, 30.3616062425926,
50.555977574537, 48.0870803657407, 60.781296601654, 17.5123175343251,
46.3781020162159, 32.9047155318093, 45.2884006349093, 39.7311056806747,
26.0169754879377, 32.1970505053614, 22.6549346464934, 16.8551283466882,
22.976903453078, 24.6695897641777, 10.0811787631618, 22.3981217825916,
58.8947786812898, 75.1529521249874, 15.0698117186505), ...5 =

c(53.0091432,

44.99547465, 38.0012127, 44.0043849, 60.00340515, 38.99230245,
51.536667, 54.7081542, 31.0919013, 60.3715242, 73.48222575, 68.526777,
147.813957, 79.0040115, 47.6289417, 58.07785935, 59.8051872,
96.19233945, 59.21053335, 57.9929088, 122.6685942, 66.4879638,
13.90357335, 30.89368335, 61.3342971, 35.6225973, 75.8325243,
28.91150385, 14.80971255, 95.17293285, 41.71072005, 49.5544875,
58.58756265, 54.11350035, 61.47588135, 38.02952955, 68.526777,
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40.0792220246565, 33.0039252222804, 69.8833876014689, 71.1205502192063,
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38.59586655, 84.63906465, 62.66518905, 137.9030595, 93.7287735,
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), ...7 = c(91.0103559, 63.00499125, 62.0139015, 55.9540956,
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c(88.99985955,
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59.89013775,

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109.87928815051, 85.3031155445198, 58.5462485275265, NA)), row.names =
c(NA,
-126L), class = "data.frame")

What I want to do is, instead of having 12 observations  by row, I want

to

have one observation by row. I want to have a single column with 1509
observations instead of 126 rows with 12 columns per row.

I tried the following:
df = data.frame(matrix(nrow = Length, ncol = 1))
colnames(df) = c("aportes_alajuela")



for (row in 1:nrow(alajuela_df)){
  for (col in 1:ncol(alajuela_df)){
    df[i,1]=alajuela_df[i,j]
  }
}

But I am not getting the data in the structure I want.

Any help will be greatly appreciated.

Best regards,
Paul

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