fortify.ts: Convert time-series-like to data.frame

Description Usage Arguments Value Examples

View source: R/base_fortify_ts.R

Description

Convert time-series-like to data.frame

Usage

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3
4
## S3 method for class 'ts'
fortify(model, data = NULL, columns = NULL, is.date = NULL,
  index.name = "Index", data.name = "Data", scale = FALSE, melt = FALSE,
  ...)

Arguments

model

time-series-like instance

data

original dataset, if needed

columns

character vector specifies target column name(s)

is.date

logical frag indicates whether the stats::ts is date or not If not provided, regard the input as date when the frequency is 4 or 12

index.name

specify column name for time series index

data.name

specify column name for univariate time series data. Ignored in multivariate time series.

scale

logical flag indicating whether to perform scaling each timeseries

melt

logical flag indicating whether to melt each timeseries as variable

...

other arguments passed to methods

Value

data.frame

Examples

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5
fortify(AirPassengers)
fortify(timeSeries::as.timeSeries(AirPassengers))
fortify(tseries::irts(cumsum(rexp(10, rate = 0.1)), matrix(rnorm(20), ncol=2)))
fortify(stats::stl(UKgas, s.window = 'periodic'))
fortify(stats::decompose(UKgas))

Example output

Loading required package: ggplot2
         Index Data
1   1949-01-01  112
2   1949-02-01  118
3   1949-03-01  132
4   1949-04-01  129
5   1949-05-01  121
6   1949-06-01  135
7   1949-07-01  148
8   1949-08-01  148
9   1949-09-01  136
10  1949-10-01  119
11  1949-11-01  104
12  1949-12-01  118
13  1950-01-01  115
14  1950-02-01  126
15  1950-03-01  141
16  1950-04-01  135
17  1950-05-01  125
18  1950-06-01  149
19  1950-07-01  170
20  1950-08-01  170
21  1950-09-01  158
22  1950-10-01  133
23  1950-11-01  114
24  1950-12-01  140
25  1951-01-01  145
26  1951-02-01  150
27  1951-03-01  178
28  1951-04-01  163
29  1951-05-01  172
30  1951-06-01  178
31  1951-07-01  199
32  1951-08-01  199
33  1951-09-01  184
34  1951-10-01  162
35  1951-11-01  146
36  1951-12-01  166
37  1952-01-01  171
38  1952-02-01  180
39  1952-03-01  193
40  1952-04-01  181
41  1952-05-01  183
42  1952-06-01  218
43  1952-07-01  230
44  1952-08-01  242
45  1952-09-01  209
46  1952-10-01  191
47  1952-11-01  172
48  1952-12-01  194
49  1953-01-01  196
50  1953-02-01  196
51  1953-03-01  236
52  1953-04-01  235
53  1953-05-01  229
54  1953-06-01  243
55  1953-07-01  264
56  1953-08-01  272
57  1953-09-01  237
58  1953-10-01  211
59  1953-11-01  180
60  1953-12-01  201
61  1954-01-01  204
62  1954-02-01  188
63  1954-03-01  235
64  1954-04-01  227
65  1954-05-01  234
66  1954-06-01  264
67  1954-07-01  302
68  1954-08-01  293
69  1954-09-01  259
70  1954-10-01  229
71  1954-11-01  203
72  1954-12-01  229
73  1955-01-01  242
74  1955-02-01  233
75  1955-03-01  267
76  1955-04-01  269
77  1955-05-01  270
78  1955-06-01  315
79  1955-07-01  364
80  1955-08-01  347
81  1955-09-01  312
82  1955-10-01  274
83  1955-11-01  237
84  1955-12-01  278
85  1956-01-01  284
86  1956-02-01  277
87  1956-03-01  317
88  1956-04-01  313
89  1956-05-01  318
90  1956-06-01  374
91  1956-07-01  413
92  1956-08-01  405
93  1956-09-01  355
94  1956-10-01  306
95  1956-11-01  271
96  1956-12-01  306
97  1957-01-01  315
98  1957-02-01  301
99  1957-03-01  356
100 1957-04-01  348
101 1957-05-01  355
102 1957-06-01  422
103 1957-07-01  465
104 1957-08-01  467
105 1957-09-01  404
106 1957-10-01  347
107 1957-11-01  305
108 1957-12-01  336
109 1958-01-01  340
110 1958-02-01  318
111 1958-03-01  362
112 1958-04-01  348
113 1958-05-01  363
114 1958-06-01  435
115 1958-07-01  491
116 1958-08-01  505
117 1958-09-01  404
118 1958-10-01  359
119 1958-11-01  310
120 1958-12-01  337
121 1959-01-01  360
122 1959-02-01  342
123 1959-03-01  406
124 1959-04-01  396
125 1959-05-01  420
126 1959-06-01  472
127 1959-07-01  548
128 1959-08-01  559
129 1959-09-01  463
130 1959-10-01  407
131 1959-11-01  362
132 1959-12-01  405
133 1960-01-01  417
134 1960-02-01  391
135 1960-03-01  419
136 1960-04-01  461
137 1960-05-01  472
138 1960-06-01  535
139 1960-07-01  622
140 1960-08-01  606
141 1960-09-01  508
142 1960-10-01  461
143 1960-11-01  390
144 1960-12-01  432
                Index Data
1949-01-31 1949-01-31  112
1949-02-28 1949-02-28  118
1949-03-31 1949-03-31  132
1949-04-30 1949-04-30  129
1949-05-31 1949-05-31  121
1949-06-30 1949-06-30  135
1949-07-31 1949-07-31  148
1949-08-31 1949-08-31  148
1949-09-30 1949-09-30  136
1949-10-31 1949-10-31  119
1949-11-30 1949-11-30  104
1949-12-31 1949-12-31  118
1950-01-31 1950-01-31  115
1950-02-28 1950-02-28  126
1950-03-31 1950-03-31  141
1950-04-30 1950-04-30  135
1950-05-31 1950-05-31  125
1950-06-30 1950-06-30  149
1950-07-31 1950-07-31  170
1950-08-31 1950-08-31  170
1950-09-30 1950-09-30  158
1950-10-31 1950-10-31  133
1950-11-30 1950-11-30  114
1950-12-31 1950-12-31  140
1951-01-31 1951-01-31  145
1951-02-28 1951-02-28  150
1951-03-31 1951-03-31  178
1951-04-30 1951-04-30  163
1951-05-31 1951-05-31  172
1951-06-30 1951-06-30  178
1951-07-31 1951-07-31  199
1951-08-31 1951-08-31  199
1951-09-30 1951-09-30  184
1951-10-31 1951-10-31  162
1951-11-30 1951-11-30  146
1951-12-31 1951-12-31  166
1952-01-31 1952-01-31  171
1952-02-29 1952-02-29  180
1952-03-31 1952-03-31  193
1952-04-30 1952-04-30  181
1952-05-31 1952-05-31  183
1952-06-30 1952-06-30  218
1952-07-31 1952-07-31  230
1952-08-31 1952-08-31  242
1952-09-30 1952-09-30  209
1952-10-31 1952-10-31  191
1952-11-30 1952-11-30  172
1952-12-31 1952-12-31  194
1953-01-31 1953-01-31  196
1953-02-28 1953-02-28  196
1953-03-31 1953-03-31  236
1953-04-30 1953-04-30  235
1953-05-31 1953-05-31  229
1953-06-30 1953-06-30  243
1953-07-31 1953-07-31  264
1953-08-31 1953-08-31  272
1953-09-30 1953-09-30  237
1953-10-31 1953-10-31  211
1953-11-30 1953-11-30  180
1953-12-31 1953-12-31  201
1954-01-31 1954-01-31  204
1954-02-28 1954-02-28  188
1954-03-31 1954-03-31  235
1954-04-30 1954-04-30  227
1954-05-31 1954-05-31  234
1954-06-30 1954-06-30  264
1954-07-31 1954-07-31  302
1954-08-31 1954-08-31  293
1954-09-30 1954-09-30  259
1954-10-31 1954-10-31  229
1954-11-30 1954-11-30  203
1954-12-31 1954-12-31  229
1955-01-31 1955-01-31  242
1955-02-28 1955-02-28  233
1955-03-31 1955-03-31  267
1955-04-30 1955-04-30  269
1955-05-31 1955-05-31  270
1955-06-30 1955-06-30  315
1955-07-31 1955-07-31  364
1955-08-31 1955-08-31  347
1955-09-30 1955-09-30  312
1955-10-31 1955-10-31  274
1955-11-30 1955-11-30  237
1955-12-31 1955-12-31  278
1956-01-31 1956-01-31  284
1956-02-29 1956-02-29  277
1956-03-31 1956-03-31  317
1956-04-30 1956-04-30  313
1956-05-31 1956-05-31  318
1956-06-30 1956-06-30  374
1956-07-31 1956-07-31  413
1956-08-31 1956-08-31  405
1956-09-30 1956-09-30  355
1956-10-31 1956-10-31  306
1956-11-30 1956-11-30  271
1956-12-31 1956-12-31  306
1957-01-31 1957-01-31  315
1957-02-28 1957-02-28  301
1957-03-31 1957-03-31  356
1957-04-30 1957-04-30  348
1957-05-31 1957-05-31  355
1957-06-30 1957-06-30  422
1957-07-31 1957-07-31  465
1957-08-31 1957-08-31  467
1957-09-30 1957-09-30  404
1957-10-31 1957-10-31  347
1957-11-30 1957-11-30  305
1957-12-31 1957-12-31  336
1958-01-31 1958-01-31  340
1958-02-28 1958-02-28  318
1958-03-31 1958-03-31  362
1958-04-30 1958-04-30  348
1958-05-31 1958-05-31  363
1958-06-30 1958-06-30  435
1958-07-31 1958-07-31  491
1958-08-31 1958-08-31  505
1958-09-30 1958-09-30  404
1958-10-31 1958-10-31  359
1958-11-30 1958-11-30  310
1958-12-31 1958-12-31  337
1959-01-31 1959-01-31  360
1959-02-28 1959-02-28  342
1959-03-31 1959-03-31  406
1959-04-30 1959-04-30  396
1959-05-31 1959-05-31  420
1959-06-30 1959-06-30  472
1959-07-31 1959-07-31  548
1959-08-31 1959-08-31  559
1959-09-30 1959-09-30  463
1959-10-31 1959-10-31  407
1959-11-30 1959-11-30  362
1959-12-31 1959-12-31  405
1960-01-31 1960-01-31  417
1960-02-29 1960-02-29  391
1960-03-31 1960-03-31  419
1960-04-30 1960-04-30  461
1960-05-31 1960-05-31  472
1960-06-30 1960-06-30  535
1960-07-31 1960-07-31  622
1960-08-31 1960-08-31  606
1960-09-30 1960-09-30  508
1960-10-31 1960-10-31  461
1960-11-30 1960-11-30  390
1960-12-31 1960-12-31  432
                 Index           V1          V2
1  1970-01-01 00:00:04  1.167613537 -0.14791131
2  1970-01-01 00:00:40 -1.251364507 -1.20796156
3  1970-01-01 00:00:42  0.332740450 -1.00830957
4  1970-01-01 00:00:47 -0.063887135 -0.18389828
5  1970-01-01 00:00:50  1.501310713 -0.06354898
6  1970-01-01 00:00:51  1.272836730  1.28926657
7  1970-01-01 00:00:56  1.617611345 -1.40145993
8  1970-01-01 00:01:02  2.891464637 -0.20775080
9  1970-01-01 00:01:16 -1.830066689 -0.93402578
10 1970-01-01 00:01:39 -0.001484384 -0.09803839
         Index   Data   seasonal     trend    remainder
1   1960-01-01  160.1  171.36648  88.60356  -99.8700457
2   1960-04-01  129.7  -33.21952 105.22011   57.6994066
3   1960-07-01   84.8 -173.47823 115.56685  142.7113811
4   1960-10-01  120.1   35.33102 119.79057  -35.0215921
5   1961-01-01  160.1  171.36648 110.72257 -121.9890548
6   1961-04-01  124.9  -33.21952 125.37218   32.7473394
7   1961-07-01   84.8 -173.47823 134.31489  123.9633381
8   1961-10-01  116.9   35.33102 122.45367  -40.8846861
9   1962-01-01  169.7  171.36648 117.25087 -118.9173503
10  1962-04-01  140.9  -33.21952 134.00390   40.1156166
11  1962-07-01   89.7 -173.47823 144.18635  118.9918747
12  1962-10-01  123.3   35.33102 131.98093  -44.0119474
13  1963-01-01  187.3  171.36648 125.57587 -109.6423512
14  1963-04-01  144.1  -33.21952 140.57571   36.7438130
15  1963-07-01   92.9 -173.47823 145.74555  120.6326764
16  1963-10-01  120.1   35.33102 129.65138  -44.8823972
17  1964-01-01  176.1  171.36648 122.36005 -117.6265310
18  1964-04-01  147.3  -33.21952 137.80256   42.7169543
19  1964-07-01   89.7 -173.47823 146.30761  116.8706161
20  1964-10-01  123.3   35.33102 133.33161  -45.3626322
21  1965-01-01  185.7  171.36648 128.62821 -114.2946897
22  1965-04-01  155.3  -33.21952 146.14276   42.3767554
23  1965-07-01   99.3 -173.47823 155.56750  117.2107249
24  1965-10-01  131.3   35.33102 143.22259  -47.2536063
25  1966-01-01  200.1  171.36648 137.73533 -109.0018081
26  1966-04-01  161.7  -33.21952 153.77344   41.1460806
27  1966-07-01  102.5 -173.47823 161.27891  114.6993174
28  1966-10-01  136.1   35.33102 148.73295  -47.9639697
29  1967-01-01  204.9  171.36648 145.31673 -111.7832164
30  1967-04-01  176.1  -33.21952 162.56047   46.7590450
31  1967-07-01  112.1 -173.47823 171.67941  113.8988197
32  1967-10-01  140.9   35.33102 161.67726  -56.1082777
33  1968-01-01  227.3  171.36648 159.18212 -103.2486035
34  1968-04-01  195.3  -33.21952 175.27703   53.2424834
35  1968-07-01  115.3 -173.47823 181.93324  106.8449880
36  1968-10-01  142.5   35.33102 171.31152  -64.1425395
37  1969-01-01  244.9  171.36648 170.20855  -96.6750310
38  1969-04-01  214.5  -33.21952 187.40329   60.3162270
39  1969-07-01  118.5 -173.47823 192.40716   99.5710639
40  1969-10-01  153.7   35.33102 177.42881  -59.0598260
41  1970-01-01  244.9  171.36648 180.85419 -107.3206728
42  1970-04-01  216.1  -33.21952 205.91225   43.4072653
43  1970-07-01  188.9 -173.47823 215.77227  146.6059593
44  1970-10-01  142.5   35.33102 204.88485  -97.7158724
45  1971-01-01  301.0  171.36648 190.92844  -61.2949188
46  1971-04-01  196.9  -33.21952 212.61176   17.5077591
47  1971-07-01  136.1 -173.47823 234.90056   74.6776699
48  1971-10-01  267.3   35.33102 232.72331   -0.7543265
49  1972-01-01  317.0  171.36648 232.45179  -86.8182756
50  1972-04-01  230.5  -33.21952 249.84384   13.8756795
51  1972-07-01  152.1 -173.47823 272.81788   52.7603487
52  1972-10-01  336.2   35.33102 274.87779   25.9911909
53  1973-01-01  371.4  171.36648 270.43858  -70.4050637
54  1973-04-01  240.1  -33.21952 277.00322   -3.6837030
55  1973-07-01  158.5 -173.47823 295.33660   36.6416315
56  1973-10-01  355.4   35.33102 307.77065   12.2983307
57  1974-01-01  449.9  171.36648 312.54351  -34.0099896
58  1974-04-01  286.6  -33.21952 322.53708   -2.7175637
59  1974-07-01  179.3 -173.47823 337.55370   15.2245320
60  1974-10-01  403.4   35.33102 345.72530   22.3436818
61  1975-01-01  491.5  171.36648 347.73999  -27.6064694
62  1975-04-01  321.8  -33.21952 348.34212    6.6773972
63  1975-07-01  177.7 -173.47823 362.16778  -10.9895523
64  1975-10-01  409.8   35.33102 377.72885   -3.2598650
65  1976-01-01  593.9  171.36648 380.51288   42.0206354
66  1976-04-01  329.8  -33.21952 384.49710  -21.4775829
67  1976-07-01  176.1 -173.47823 391.94016  -42.3619345
68  1976-10-01  483.5   35.33102 403.38209   44.7868937
69  1977-01-01  584.3  171.36648 414.43148   -1.4979660
70  1977-04-01  395.4  -33.21952 411.27654   17.3429800
71  1977-07-01  187.3 -173.47823 419.91916  -59.1409292
72  1977-10-01  485.1   35.33102 437.60503   12.1639488
73  1978-01-01  669.2  171.36648 449.78383   48.0496878
74  1978-04-01  421.0  -33.21952 450.33928    3.8802395
75  1978-07-01  216.1 -173.47823 465.25817  -75.6799387
76  1978-10-01  509.1   35.33102 499.73082  -25.9618378
77  1979-01-01  827.7  171.36648 515.60882  140.7246972
78  1979-04-01  467.5  -33.21952 508.44978   -7.7302612
79  1979-07-01  209.7 -173.47823 501.09639 -117.9181605
80  1979-10-01  542.7   35.33102 510.37858   -3.0095986
81  1980-01-01  840.5  171.36648 514.49575  154.6377705
82  1980-04-01  414.6  -33.21952 514.77265  -66.9531362
83  1980-07-01  217.7 -173.47823 524.75474 -133.5765113
84  1980-10-01  670.8   35.33102 548.20927   87.2597136
85  1981-01-01  848.5  171.36648 555.37868  121.7548408
86  1981-04-01  437.0  -33.21952 537.06274  -66.8432234
87  1981-07-01  209.7 -173.47823 544.47957 -161.3013449
88  1981-10-01  701.2   35.33102 577.45860   88.4103803
89  1982-01-01  925.3  171.36648 586.54431  167.3892042
90  1982-04-01  443.4  -33.21952 561.10209  -84.4825748
91  1982-07-01  214.5 -173.47823 549.87001 -161.8917862
92  1982-10-01  683.6   35.33102 579.43905   68.8299294
93  1983-01-01  917.3  171.36648 599.66107  146.2724466
94  1983-04-01  515.5  -33.21952 581.57341  -32.8538882
95  1983-07-01  224.1 -173.47823 580.39682 -182.8185906
96  1983-10-01  694.8   35.33102 606.97330   52.4956794
97  1984-01-01  989.4  171.36648 615.30977  202.7237459
98  1984-04-01  477.1  -33.21952 596.13719  -85.8176746
99  1984-07-01  233.7 -173.47823 599.31197 -192.1337426
100 1984-10-01  730.0   35.33102 646.48550   48.1834779
101 1985-01-01 1087.0  171.36648 672.89840  242.7351154
102 1985-04-01  534.7  -33.21952 659.31577  -91.3962498
103 1985-07-01  281.8 -173.47823 660.11759 -204.8393620
104 1985-10-01  787.6   35.33102 708.67918   43.5897958
105 1986-01-01 1163.9  171.36648 741.22252  251.3109978
106 1986-04-01  613.1  -33.21952 712.21518  -65.8956652
107 1986-07-01  347.4 -173.47823 683.15072 -162.2724901
108 1986-10-01  782.8   35.33102 644.13774  103.3312383
         Index   Data   seasonal    trend   remainder
1   1960-01-01  160.1  175.13810       NA          NA
2   1960-04-01  129.7  -36.14123       NA          NA
3   1960-07-01   84.8 -168.96767 123.6750  130.092668
4   1960-10-01  120.1   29.97079 123.0750  -32.945793
5   1961-01-01  160.1  175.13810 122.4750 -137.513101
6   1961-04-01  124.9  -36.14123 122.0750   38.966226
7   1961-07-01   84.8 -168.96767 122.8750  130.892668
8   1961-10-01  116.9   29.97079 126.0750  -39.145793
9   1962-01-01  169.7  175.13810 128.6875 -134.125601
10  1962-04-01  140.9  -36.14123 130.1000   46.941226
11  1962-07-01   89.7 -168.96767 133.1000  125.567668
12  1962-10-01  123.3   29.97079 135.7000  -42.370793
13  1963-01-01  187.3  175.13810 136.5000 -124.338101
14  1963-04-01  144.1  -36.14123 136.5000   43.741226
15  1963-07-01   92.9 -168.96767 134.7000  127.167668
16  1963-10-01  120.1   29.97079 133.7000  -43.570793
17  1964-01-01  176.1  175.13810 133.7000 -132.738101
18  1964-04-01  147.3  -36.14123 133.7000   49.741226
19  1964-07-01   89.7 -168.96767 135.3000  123.367668
20  1964-10-01  123.3   29.97079 137.5000  -44.170793
21  1965-01-01  185.7  175.13810 139.7000 -129.138101
22  1965-04-01  155.3  -36.14123 141.9000   49.541226
23  1965-07-01   99.3 -168.96767 144.7000  123.567668
24  1965-10-01  131.3   29.97079 147.3000  -45.970793
25  1966-01-01  200.1  175.13810 148.5000 -123.538101
26  1966-04-01  161.7  -36.14123 149.5000   48.341226
27  1966-07-01  102.5 -168.96767 150.7000  120.767668
28  1966-10-01  136.1   29.97079 153.1000  -46.970793
29  1967-01-01  204.9  175.13810 156.1000 -126.338101
30  1967-04-01  176.1  -36.14123 157.9000   54.341226
31  1967-07-01  112.1 -168.96767 161.3000  119.767668
32  1967-10-01  140.9   29.97079 166.5000  -55.570793
33  1968-01-01  227.3  175.13810 169.3000 -117.138101
34  1968-04-01  195.3  -36.14123 169.9000   61.541226
35  1968-07-01  115.3 -168.96767 172.3000  111.967668
36  1968-10-01  142.5   29.97079 176.9000  -64.370793
37  1969-01-01  244.9  175.13810 179.7000 -109.938101
38  1969-04-01  214.5  -36.14123 181.5000   69.141226
39  1969-07-01  118.5 -168.96767 182.9000  104.567668
40  1969-10-01  153.7   29.97079 183.1000  -59.370793
41  1970-01-01  244.9  175.13810 192.1000 -122.338101
42  1970-04-01  216.1  -36.14123 199.5000   52.741226
43  1970-07-01  188.9 -168.96767 205.1125  152.755168
44  1970-10-01  142.5   29.97079 209.7250  -97.195793
45  1971-01-01  301.0  175.13810 200.7250  -74.863101
46  1971-04-01  196.9  -36.14123 209.7250   23.316226
47  1971-07-01  136.1 -168.96767 227.3250   77.742668
48  1971-10-01  267.3   29.97079 233.5250    3.804207
49  1972-01-01  317.0  175.13810 239.7250  -97.863101
50  1972-04-01  230.5  -36.14123 250.3375   16.303726
51  1972-07-01  152.1 -168.96767 265.7500   55.317668
52  1972-10-01  336.2   29.97079 273.7500   32.479207
53  1973-01-01  371.4  175.13810 275.7500  -79.488101
54  1973-04-01  240.1  -36.14123 278.9500   -2.708774
55  1973-07-01  158.5 -168.96767 291.1625   36.305168
56  1973-10-01  355.4   29.97079 306.7875   18.641707
57  1974-01-01  449.9  175.13810 315.2000  -40.438101
58  1974-04-01  286.6  -36.14123 323.8000   -1.058774
59  1974-07-01  179.3 -168.96767 335.0000   13.267668
60  1974-10-01  403.4   29.97079 344.6000   28.829207
61  1975-01-01  491.5  175.13810 348.8000  -32.438101
62  1975-04-01  321.8  -36.14123 349.4000    8.541226
63  1975-07-01  177.7 -168.96767 363.0000  -16.332332
64  1975-10-01  409.8   29.97079 376.8000    3.029207
65  1976-01-01  593.9  175.13810 377.6000   41.161899
66  1976-04-01  329.8  -36.14123 386.6125  -20.671274
67  1976-07-01  176.1 -168.96767 394.6250  -49.557332
68  1976-10-01  483.5   29.97079 401.6250   51.904207
69  1977-01-01  584.3  175.13810 411.2250   -2.063101
70  1977-04-01  395.4  -36.14123 412.8250   18.716226
71  1977-07-01  187.3 -168.96767 423.6375  -67.369832
72  1977-10-01  485.1   29.97079 437.4500   17.679207
73  1978-01-01  669.2  175.13810 444.2500   49.811899
74  1978-04-01  421.0  -36.14123 450.8500    6.291226
75  1978-07-01  216.1 -168.96767 473.6625  -88.594832
76  1978-10-01  509.1   29.97079 499.2875  -20.158293
77  1979-01-01  827.7  175.13810 504.3000  148.261899
78  1979-04-01  467.5  -36.14123 507.7000   -4.058774
79  1979-07-01  209.7 -168.96767 513.5000 -134.832332
80  1979-10-01  542.7   29.97079 508.4875    4.241707
81  1980-01-01  840.5  175.13810 502.8750  162.486899
82  1980-04-01  414.6  -36.14123 519.8875  -69.146274
83  1980-07-01  217.7 -168.96767 536.9000 -150.232332
84  1980-10-01  670.8   29.97079 540.7000  100.129207
85  1981-01-01  848.5  175.13810 542.5000  130.861899
86  1981-04-01  437.0  -36.14123 545.3000  -72.158774
87  1981-07-01  209.7 -168.96767 558.7000 -180.032332
88  1981-10-01  701.2   29.97079 569.1000  102.129207
89  1982-01-01  925.3  175.13810 570.5000  179.661899
90  1982-04-01  443.4  -36.14123 568.9000  -89.358774
91  1982-07-01  214.5 -168.96767 565.7000 -182.232332
92  1982-10-01  683.6   29.97079 573.7125   79.916707
93  1983-01-01  917.3  175.13810 583.9250  158.236899
94  1983-04-01  515.5  -36.14123 586.5250  -34.883774
95  1983-07-01  224.1 -168.96767 596.9375 -203.869832
96  1983-10-01  694.8   29.97079 601.1500   63.679207
97  1984-01-01  989.4  175.13810 597.5500  216.711899
98  1984-04-01  477.1  -36.14123 603.1500  -89.908774
99  1984-07-01  233.7 -168.96767 619.7500 -217.082332
100 1984-10-01  730.0   29.97079 639.1500   60.879207
101 1985-01-01 1087.0  175.13810 652.3625  259.499399
102 1985-04-01  534.7  -36.14123 665.5750  -94.733774
103 1985-07-01  281.8 -168.96767 682.3875 -231.619832
104 1985-10-01  787.6   29.97079 701.8000   55.829207
105 1986-01-01 1163.9  175.13810 719.8000  268.961899
106 1986-04-01  613.1  -36.14123 727.4000  -78.158774
107 1986-07-01  347.4 -168.96767       NA          NA
108 1986-10-01  782.8   29.97079       NA          NA

ggfortify documentation built on April 19, 2018, 1:03 a.m.