[R] Melt and compute Max, Mean, Min
PIKAL Petr
petr.pikal at precheza.cz
Fri Nov 18 14:46:19 CET 2016
Hi
I am not completely sure what you want to do but
> apply(temp[,-(1:3)],1, mean, na.rm=T)
1 2 3 4 5
NaN NaN 2.159516 1.519914 1.514007
> apply(temp[,-(1:3)],1, max, na.rm=T)
1 2 3 4 5
-Inf -Inf 57.36528 39.45348 45.23904
Warning messages:
1: In FUN(newX[, i], ...) :
no non-missing arguments to max; returning -Inf
2: In FUN(newX[, i], ...) :
no non-missing arguments to max; returning -Inf
> apply(temp[,-(1:3)],1, min, na.rm=T)
1 2 3 4 5
Inf Inf 0 0 0
gives you mentioned summary for each row. If you have duplicate rows you shall first aggregate them. However, it seems to me that your data are not correct. It is quite strange that for given lat/lon you have one day value 23 and the next day 0.
temp[1:5, 1:10]
ISO3 lon lat day_1 day_2 day_3 day_4 day_5 day_6 day_7
1 CHL -69 -55 NA NA NA NA NA NA NA
2 CHL -68 -55 NA NA NA NA NA NA NA
3 CHL -72 -54 0 0 0.00000 0 0 0 2.83824
4 <NA> -71 -54 0 0 23.37984 0 0 0 11.80116
5 CHL -70 -54 0 0 0.00000 0 0 0 1.24956
If you want to process all your files you can do it in cycle. The function
list.files()
can be handy for that task.
Cheers
Petr
> -----Original Message-----
> From: R-help [mailto:r-help-bounces at r-project.org] On Behalf Of Miluji Sb
> Sent: Friday, November 18, 2016 1:49 PM
> To: r-help mailing list <r-help at r-project.org>
> Subject: [R] Melt and compute Max, Mean, Min
>
> Dear all,
>
> I have 51 years of data (1960 - 2010) in csv format, where each file represents
> one year of data. Below is what each file looks like.
>
> These are temperature data by coordinates, my goal is to to compute max,
> min, and mean by year for each of the coordinates and construct a panel
> dataset. Any help will be appreciated, thank you!
>
> Sincerely,
>
> Milu
>
> temp <- dput(head(df,5))
> structure(list(ISO3 = structure(c(28L, 28L, 28L, NA, 28L), .Label = c("AFG",
> "AGO", "ALB", "ARE", "ARG", "ARM", "AUS", "AUT", "AZE", "BDI", "BEL",
> "BEN", "BFA", "BGD", "BGR", "BHS", "BIH", "BLR", "BLZ", "BOL", "BRA",
> "BRN", "BTN", "BWA", "CAF", "CAN", "CHE", "CHL", "CHN", "CIV", "CMR",
> "COD", "COG", "COL", "CRI", "CUB", "CYP", "CZE", "DEU", "DJI", "DNK",
> "DOM", "DZA", "ECU", "EGY", "ERI", "ESH", "ESP", "EST", "ETH", "FIN", "FJI",
> "FLK", "FRA", "GAB", "GBR", "GEO", "GHA", "GIN", "GNB", "GNQ", "GRC",
> "GRL", "GTM", "GUF", "GUY", "HND", "HRV", "HTI", "HUN", "IDN", "IND",
> "IRL", "IRN", "IRQ", "ISL", "ISR", "ITA", "JAM", "JOR", "JPN", "KAZ", "KEN",
> "KGZ", "KHM", "KIR", "KOR", "KWT", "LAO", "LBN", "LBR", "LBY", "LCA",
> "LKA", "LSO", "LTU", "LUX", "LVA", "MAR", "MDA", "MDG", "MEX", "MKD",
> "MLI", "MMR", "MNE", "MNG", "MOZ", "MRT", "MWI", "MYS", "NAM",
> "NCL", "NER", "NGA", "NIC", "NLD", "NOR", "NPL", "NZL", "OMN", "PAK",
> "PAN", "PER", "PHL", "PNG", "POL", "PRI", "PRK", "PRT", "PRY", "QAT",
> "ROU", "RUS", "RWA", "SAU", "SDN", "SEN", "SJM", "SLB", "SLE", "SLV",
> "SOM", "SRB", "SUR", "SVK", "SVN", "SWE", "SWZ", "SYR", "TCD", "TGO",
> "THA", "TJK", "TKM", "TLS", "TUN", "TUR", "TWN", "TZA", "UGA", "UKR",
> "URY", "USA", "UZB", "VEN", "VNM", "VUT", "YEM", "ZAF", "ZMB", "ZWE"
> ), class = "factor"), lon = c(-69L, -68L, -72L, -71L, -70L),
> lat = c(-55L, -55L, -54L, -54L, -54L), day_1 = c(NA, NA,
> 0, 0, 0), day_2 = c(NA, NA, 0, 0, 0), day_3 = c(NA, NA, 0,
> 23.37984, 0), day_4 = c(NA, NA, 0, 0, 0), day_5 = c(NA, NA,
> 0, 0, 0), day_6 = c(NA, NA, 0, 0, 0), day_7 = c(NA, NA, 2.83824,
> 11.80116, 1.24956), day_8 = c(NA, NA, 0, 1.68588, 14.69448
> ), day_9 = c(NA, NA, 0, 0, 1.09296), day_10 = c(NA, NA, 0,
> 0, 0), day_11 = c(NA, NA, 3.78, 3.7422, 0), day_12 = c(NA,
> NA, 0.54, 0, 0), day_13 = c(NA, NA, 0, 0, 0), day_14 = c(NA,
> NA, 0, 0, 0.39204), day_15 = c(NA, NA, 0, 0, 11.58732), day_16 = c(NA,
> NA, 0, 0, 0), day_17 = c(NA, NA, 0, 1.14048, 12.26448), day_18 = c(NA,
> NA, 0, 1.1934, 7.59024), day_19 = c(NA, NA, 9.74268, 0, 0
> ), day_20 = c(NA, NA, 0, 0, 0), day_21 = c(NA, NA, 1.96776,
> 0, 0), day_22 = c(NA, NA, 0, 0, 0), day_23 = c(NA, NA, 0,
> 0, 0), day_24 = c(NA, NA, 6.21756, 2.74752, 0), day_25 = c(NA,
> NA, 0, 0, 3.37932), day_26 = c(NA, NA, 4.8384, 0, 0), day_27 = c(NA,
> NA, 0, 0, 0), day_28 = c(NA, NA, 0, 0, 0), day_29 = c(NA,
> NA, 22.37328, 0, 0), day_30 = c(NA, NA, 28.97424, 11.25468,
> 0), day_31 = c(NA, NA, 0, 0, 0), day_32 = c(NA, NA, 0, 0,
> 2.00448), day_33 = c(NA, NA, 0, 0, 0), day_34 = c(NA, NA,
> 0, 0, 0), day_35 = c(NA, NA, 0, 0, 0), day_36 = c(NA, NA,
> 0, 0, 0), day_37 = c(NA, NA, 0, 0, 0), day_38 = c(NA, NA,
> 32.7132, 31.71852, 0), day_39 = c(NA, NA, 0, 0, 5.84604),
> day_40 = c(NA, NA, 0, 0, 0), day_41 = c(NA, NA, 0, 0, 0),
> day_42 = c(NA, NA, 0, 0, 0), day_43 = c(NA, NA, 0, 0, 0),
> day_44 = c(NA, NA, 0, 0, 1.78416), day_45 = c(NA, NA, 0,
> 0, 0), day_46 = c(NA, NA, 33.84504, 0, 0), day_47 = c(NA,
> NA, 0, 0, 0), day_48 = c(NA, NA, 0, 0, 0), day_49 = c(NA,
> NA, 0, 0, 0), day_50 = c(NA, NA, 0, 0.4752, 0), day_51 = c(NA,
> NA, 0, 0, 22.02012), day_52 = c(NA, NA, 0, 0, 0), day_53 = c(NA,
> NA, 0, 0, 3.48084), day_54 = c(NA, NA, 0, 0, 0), day_55 = c(NA,
> NA, 0.58212, 0, 0), day_56 = c(NA, NA, 0.35316, 0, 0), day_57 = c(NA,
> NA, 0, 0, 12.65436), day_58 = c(NA, NA, 0, 0, 0), day_59 = c(NA,
> NA, 0, 0, 0), day_60 = c(NA, NA, 3.03372, 22.05576, 0), day_61 = c(NA,
> NA, 2.5758, 0, 0), day_62 = c(NA, NA, 0, 0, 0), day_63 = c(NA,
> NA, 3.67416, 25.22016, 4.21524), day_64 = c(NA, NA, 0.52488,
> 3.60288, 0), day_65 = c(NA, NA, 12.82608, 0, 0), day_66 = c(NA,
> NA, 0, 0, 0), day_67 = c(NA, NA, 0, 0, 0), day_68 = c(NA,
> NA, 0, 0, 0), day_69 = c(NA, NA, 0, 0, 0), day_70 = c(NA,
> NA, 1.11564, 5.17536, 0), day_71 = c(NA, NA, 1.18584, 0,
> 0), day_72 = c(NA, NA, 0, 0, 0.10584), day_73 = c(NA, NA,
> 0.62748, 14.39748, 7.50708), day_74 = c(NA, NA, 7.20252,
> 20.02644, 1.07244), day_75 = c(NA, NA, 1.87488, 0, 0), day_76 = c(NA,
> NA, 0.26784, 0, 0), day_77 = c(NA, NA, 0, 0, 0), day_78 = c(NA,
> NA, 0, 0, 2.81664), day_79 = c(NA, NA, 0, 0, 0), day_80 = c(NA,
> NA, 0, 0, 0), day_81 = c(NA, NA, 0, 0, 0), day_82 = c(NA,
> NA, 1.29276, 0, 0), day_83 = c(NA, NA, 0.18468, 0, 1.46124
> ), day_84 = c(NA, NA, 0, 0, 0), day_85 = c(NA, NA, 0, 0,
> 0), day_86 = c(NA, NA, 57.36528, 0, 0), day_87 = c(NA, NA,
> 8.19504, 0, 0), day_88 = c(NA, NA, 0, 0, 0), day_89 = c(NA,
> NA, 6.45732, 0, 0), day_90 = c(NA, NA, 0, 0, 0), day_91 = c(NA,
> NA, 0, 0, 44.20332), day_92 = c(NA, NA, 0, 0, 6.31476), day_93 = c(NA,
> NA, 0, 0, 0.35748), day_94 = c(NA, NA, 16.74972, 30.35988,
> 5.0436), day_95 = c(NA, NA, 4.93992, 1.46556, 19.86768),
> day_96 = c(NA, NA, 0, 0, 0.88128), day_97 = c(NA, NA, 5.751,
> 19.02096, 0), day_98 = c(NA, NA, 11.5452, 13.37148, 0), day_99 = c(NA,
> NA, 0, 0, 0), day_100 = c(NA, NA, 0, 0, 0), day_101 = c(NA,
> NA, 4.70124, 23.80644, 7.61832), day_102 = c(NA, NA, 0, 1.02492,
> 0), day_103 = c(NA, NA, 0, 0, 15.86304), day_104 = c(NA,
> NA, 0, 0, 0.26352), day_105 = c(NA, NA, 0, 0, 21.60864),
> day_106 = c(NA, NA, 56.93436, 0, 0.22464), day_107 = c(NA,
> NA, 8.13348, 0, 0), day_108 = c(NA, NA, 6.83748, 0, 0), day_109 = c(NA,
> NA, 0, 0, 0), day_110 = c(NA, NA, 14.36724, 0, 0), day_111 = c(NA,
> NA, 0.63936, 2.43864, 4.0554), day_112 = c(NA, NA, 1.21392,
> 1.15452, 0), day_113 = c(NA, NA, 0.7722, 0, 0), day_114 = c(NA,
> NA, 0, 0, 1.08864), day_115 = c(NA, NA, 1.47528, 0, 0), day_116 = c(NA,
> NA, 0, 1.73124, 0), day_117 = c(NA, NA, 0, 0, 0), day_118 = c(NA,
> NA, 2.4516, 0, 0), day_119 = c(NA, NA, 0, 3.14388, 0), day_120 = c(NA,
> NA, 1.81872, 0, 0), day_121 = c(NA, NA, 2.77236, 0, 0), day_122 = c(NA,
> NA, 1.34028, 0.70632, 0), day_123 = c(NA, NA, 0, 0, 0), day_124 = c(NA,
> NA, 0, 0, 0), day_125 = c(NA, NA, 0.56484, 0.74412, 0), day_126 = c(NA,
> NA, 1.11888, 0.06264, 0), day_127 = c(NA, NA, 0, 0, 0), day_128 = c(NA,
> NA, 1.05624, 0, 0), day_129 = c(NA, NA, 26.63928, 34.04268,
> 0), day_130 = c(NA, NA, 6.89796, 0, 0), day_131 = c(NA, NA,
> 1.91592, 2.241, 0), day_132 = c(NA, NA, 0, 2.23668, 45.23904
> ), day_133 = c(NA, NA, 0, 0, 6.46272), day_134 = c(NA, NA,
> 0, 0, 0), day_135 = c(NA, NA, 0, 0, 0), day_136 = c(NA, NA,
> 0, 0, 0), day_137 = c(NA, NA, 0, 0, 0), day_138 = c(NA, NA,
> 0, 0, 0), day_139 = c(NA, NA, 0, 0, 0), day_140 = c(NA, NA,
> 0, 0, 0), day_141 = c(NA, NA, 0, 0, 0), day_142 = c(NA, NA,
> 0, 0, 0), day_143 = c(NA, NA, 0, 0, 0), day_144 = c(NA, NA,
> 2.943, 5.17536, 0), day_145 = c(NA, NA, 0, 0, 0), day_146 = c(NA,
> NA, 0, 0, 0), day_147 = c(NA, NA, 0, 0, 0), day_148 = c(NA,
> NA, 10.96308, 2.98188, 0), day_149 = c(NA, NA, 20.4822, 0.43632,
> 0), day_150 = c(NA, NA, 1.5282, 0, 0), day_151 = c(NA, NA,
> 0, 0, 0), day_152 = c(NA, NA, 0, 0, 0), day_153 = c(NA, NA,
> 0, 0, 0), day_154 = c(NA, NA, 0, 0, 0), day_155 = c(NA, NA,
> 0, 0, 0), day_156 = c(NA, NA, 0, 0, 0), day_157 = c(NA, NA,
> 0, 0, 0), day_158 = c(NA, NA, 0, 0, 0), day_159 = c(NA, NA,
> 0, 0, 0), day_160 = c(NA, NA, 0, 0, 0), day_161 = c(NA, NA,
> 0, 0, 0), day_162 = c(NA, NA, 0, 0, 0), day_163 = c(NA, NA,
> 0, 26.3412, 4.07376), day_164 = c(NA, NA, 0, 4.28328, 3.03156
> ), day_165 = c(NA, NA, 0, 0, 0), day_166 = c(NA, NA, 0, 0,
> 4.60404), day_167 = c(NA, NA, 0, 0, 0.70848), day_168 = c(NA,
> NA, 0, 0, 0), day_169 = c(NA, NA, 0, 0, 0), day_170 = c(NA,
> NA, 0, 0, 0), day_171 = c(NA, NA, 0, 0, 0), day_172 = c(NA,
> NA, 0, 0, 0), day_173 = c(NA, NA, 0, 0, 3.7854), day_174 = c(NA,
> NA, 0, 0, 0), day_175 = c(NA, NA, 0, 0, 0), day_176 = c(NA,
> NA, 0, 0, 0), day_177 = c(NA, NA, 0, 0, 0), day_178 = c(NA,
> NA, 0, 0, 0), day_179 = c(NA, NA, 0, 0, 0), day_180 = c(NA,
> NA, 0, 0, 0), day_181 = c(NA, NA, 0, 0, 0), day_182 = c(NA,
> NA, 0, 0, 0), day_183 = c(NA, NA, 0, 0, 0), day_184 = c(NA,
> NA, 0, 0, 0), day_185 = c(NA, NA, 0, 0, 0), day_186 = c(NA,
> NA, 0, 0, 0), day_187 = c(NA, NA, 7.30728, 4.1202, 0), day_188 = c(NA,
> NA, 2.56608, 0.5886, 0), day_189 = c(NA, NA, 0, 0, 0), day_190 = c(NA,
> NA, 21.93156, 8.0082, 11.4318), day_191 = c(NA, NA, 3.13308,
> 0, 0), day_192 = c(NA, NA, 0, 0, 0.10692), day_193 = c(NA,
> NA, 0, 0, 4.65912), day_194 = c(NA, NA, 0, 0, 0), day_195 = c(NA,
> NA, 0, 0, 0), day_196 = c(NA, NA, 0, 0, 0), day_197 = c(NA,
> NA, 0, 0, 0), day_198 = c(NA, NA, 0, 0, 0), day_199 = c(NA,
> NA, 0, 0, 0), day_200 = c(NA, NA, 0, 0, 0), day_201 = c(NA,
> NA, 0, 0, 0), day_202 = c(NA, NA, 0, 7.77276, 4.6602), day_203 = c(NA,
> NA, 0, 0.86292, 0), day_204 = c(NA, NA, 0, 0, 0), day_205 = c(NA,
> NA, 21.45528, 8.69616, 0), day_206 = c(NA, NA, 0, 0, 0),
> day_207 = c(NA, NA, 0, 0, 0), day_208 = c(NA, NA, 0, 0, 0
> ), day_209 = c(NA, NA, 0, 0, 0), day_210 = c(NA, NA, 0, 0,
> 0), day_211 = c(NA, NA, 0, 0, 0), day_212 = c(NA, NA, 0,
> 0, 0), day_213 = c(NA, NA, 0, 0, 0), day_214 = c(NA, NA,
> 0, 0, 0), day_215 = c(NA, NA, 0, 0, 0), day_216 = c(NA, NA,
> 0, 0, 0), day_217 = c(NA, NA, 0, 0, 0), day_218 = c(NA, NA,
> 0, 0, 0), day_219 = c(NA, NA, 0, 0, 0), day_220 = c(NA, NA,
> 6.10092, 10.85508, 13.22244), day_221 = c(NA, NA, 0.87156,
> 0, 0), day_222 = c(NA, NA, 0, 0, 15.46452), day_223 = c(NA,
> NA, 0, 0, 9.83664), day_224 = c(NA, NA, 0, 0, 0), day_225 = c(NA,
> NA, 0, 0, 0), day_226 = c(NA, NA, 16.46028, 0, 0), day_227 = c(NA,
> NA, 0, 0, 0), day_228 = c(NA, NA, 0, 0, 0), day_229 = c(NA,
> NA, 0, 0, 0), day_230 = c(NA, NA, 0, 0, 0), day_231 = c(NA,
> NA, 2.7108, 0, 0), day_232 = c(NA, NA, 0, 0, 0), day_233 = c(NA,
> NA, 0, 0, 0), day_234 = c(NA, NA, 0, 0, 0), day_235 = c(NA,
> NA, 0, 0, 0), day_236 = c(NA, NA, 0, 0, 3.5586), day_237 = c(NA,
> NA, 0, 0, 0), day_238 = c(NA, NA, 0, 0, 0), day_239 = c(NA,
> NA, 10.23192, 0, 0), day_240 = c(NA, NA, 0, 0, 0), day_241 = c(NA,
> NA, 0, 0, 0), day_242 = c(NA, NA, 0, 0, 0), day_243 = c(NA,
> NA, 0, 0, 0), day_244 = c(NA, NA, 0, 0, 0), day_245 = c(NA,
> NA, 0, 0, 0), day_246 = c(NA, NA, 0, 0, 0), day_247 = c(NA,
> NA, 0, 0, 0), day_248 = c(NA, NA, 0, 0, 0), day_249 = c(NA,
> NA, 0.50544, 0, 0), day_250 = c(NA, NA, 0.12636, 0, 0), day_251 = c(NA,
> NA, 7.02432, 0, 5.39784), day_252 = c(NA, NA, 3.33828, 8.00064,
> 7.08372), day_253 = c(NA, NA, 0, 0, 0), day_254 = c(NA, NA,
> 0, 0, 0), day_255 = c(NA, NA, 2.5704, 4.71636, 11.99772),
> day_256 = c(NA, NA, 0.3672, 0.75384, 0), day_257 = c(NA,
> NA, 0, 0, 0), day_258 = c(NA, NA, 0.50328, 0, 0), day_259 = c(NA,
> NA, 6.78888, 0, 0), day_260 = c(NA, NA, 0.96984, 0, 0), day_261 = c(NA,
> NA, 4.62672, 0, 0), day_262 = c(NA, NA, 0, 0, 0), day_263 = c(NA,
> NA, 3.16224, 0.27864, 0), day_264 = c(NA, NA, 0, 1.31112,
> 0), day_265 = c(NA, NA, 0.37692, 0, 0), day_266 = c(NA, NA,
> 0, 0, 0), day_267 = c(NA, NA, 0.70524, 0.43524, 0), day_268 = c(NA,
> NA, 0.18792, 0.12744, 0), day_269 = c(NA, NA, 0, 1.79064,
> 0.96012), day_270 = c(NA, NA, 0, 0, 0.58644), day_271 = c(NA,
> NA, 4.4982, 0, 0), day_272 = c(NA, NA, 0, 0, 0), day_273 = c(NA,
> NA, 2.04552, 6.56964, 0), day_274 = c(NA, NA, 0.71712, 0.93852,
> 0), day_275 = c(NA, NA, 0, 0, 0), day_276 = c(NA, NA, 0,
> 0, 0), day_277 = c(NA, NA, 3.31452, 0, 0), day_278 = c(NA,
> NA, 1.20204, 0, 0), day_279 = c(NA, NA, 0, 0, 0), day_280 = c(NA,
> NA, 0, 0, 0), day_281 = c(NA, NA, 0, 0, 0), day_282 = c(NA,
> NA, 17.955, 5.7942, 9.93816), day_283 = c(NA, NA, 4.79304,
> 4.8006, 0), day_284 = c(NA, NA, 3.9366, 0.78084, 0), day_285 = c(NA,
> NA, 0, 0, 0), day_286 = c(NA, NA, 0, 0, 0), day_287 = c(NA,
> NA, 0, 0, 0), day_288 = c(NA, NA, 0, 0, 0), day_289 = c(NA,
> NA, 0, 0, 0), day_290 = c(NA, NA, 0, 0, 0), day_291 = c(NA,
> NA, 0, 0, 0), day_292 = c(NA, NA, 0, 0, 0), day_293 = c(NA,
> NA, 1.55736, 0, 0), day_294 = c(NA, NA, 4.28328, 0, 0), day_295 = c(NA,
> NA, 0, 0, 0), day_296 = c(NA, NA, 0, 0, 0), day_297 = c(NA,
> NA, 1.6362, 0, 0), day_298 = c(NA, NA, 1.28844, 0, 6.14088
> ), day_299 = c(NA, NA, 0, 0, 0.50112), day_300 = c(NA, NA,
> 0, 0, 0), day_301 = c(NA, NA, 0, 0.13824, 0.03456), day_302 = c(NA,
> NA, 0, 2.92572, 9.24264), day_303 = c(NA, NA, 2.8188, 0.41796,
> 0), day_304 = c(NA, NA, 2.04876, 11.28384, 0), day_305 = c(NA,
> NA, 0, 0.3564, 0), day_306 = c(NA, NA, 0, 0, 0), day_307 = c(NA,
> NA, 0, 2.36736, 0), day_308 = c(NA, NA, 0, 0, 0), day_309 = c(NA,
> NA, 34.91856, 20.42604, 0), day_310 = c(NA, NA, 0, 0, 0),
> day_311 = c(NA, NA, 0, 0, 0), day_312 = c(NA, NA, 0, 0.40392,
> 0), day_313 = c(NA, NA, 0, 0.5292, 0), day_314 = c(NA, NA,
> 0, 0, 5.21424), day_315 = c(NA, NA, 0, 0, 0), day_316 = c(NA,
> NA, 0, 0, 0.4266), day_317 = c(NA, NA, 0, 0, 0), day_318 = c(NA,
> NA, 0, 0, 0), day_319 = c(NA, NA, 0, 0, 0), day_320 = c(NA,
> NA, 0.23436, 0.6048, 14.9256), day_321 = c(NA, NA, 0, 0.10908,
> 0), day_322 = c(NA, NA, 7.68096, 6.66036, 4.53924), day_323 = c(NA,
> NA, 1.09728, 1.59732, 8.51148), day_324 = c(NA, NA, 0, 0,
> 0), day_325 = c(NA, NA, 1.46016, 0, 0), day_326 = c(NA, NA,
> 0, 0, 8.70048), day_327 = c(NA, NA, 0, 0, 0), day_328 = c(NA,
> NA, 0, 0, 0), day_329 = c(NA, NA, 0, 0, 0), day_330 = c(NA,
> NA, 5.3082, 0, 0), day_331 = c(NA, NA, 2.5866, 0, 0), day_332 = c(NA,
> NA, 8.03628, 6.3666, 4.3308), day_333 = c(NA, NA, 0, 0, 0
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> [[alternative HTML version deleted]]
>
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> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide http://www.R-project.org/posting-
> guide.html
> and provide commented, minimal, self-contained, reproducible code.
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