Introduction to alfred

Onno Kleen

2017-10-08

A quick introduction for downloading FRED and ALFRED data.

Installation

You may install the last stable release via CRAN or the latest development version from github.

install.packages("alfred")
# or
install.packages("devtools")
devtools::install_github("onnokleen/alfred")

Usage

Downloading data is straightforward (for real-time data from ALFRED see below):

library(alfred)
df <- get_fred_series("INDPRO", "indpro")

The output is a data frame

df
##            date   indpro
## 1    1919-01-01   5.0346
## 2    1919-02-01   4.8121
## 3    1919-03-01   4.6730
## 4    1919-04-01   4.7565
## 5    1919-05-01   4.7843
## 6    1919-06-01   5.0902
## 7    1919-07-01   5.3962
## 8    1919-08-01   5.4797
## 9    1919-09-01   5.3684
## 10   1919-10-01   5.3128
## 11   1919-11-01   5.2293
## 12   1919-12-01   5.3128
## 13   1920-01-01   5.8134
## 14   1920-02-01   5.8134
## 15   1920-03-01   5.7022
## 16   1920-04-01   5.3962
## 17   1920-05-01   5.5353
## 18   1920-06-01   5.5909
## 19   1920-07-01   5.4518
## 20   1920-08-01   5.4797
## 21   1920-09-01   5.2849
## 22   1920-10-01   5.0624
## 23   1920-11-01   4.6452
## 24   1920-12-01   4.3670
## 25   1921-01-01   4.1167
## 26   1921-02-01   4.0332
## 27   1921-03-01   3.9220
## 28   1921-04-01   3.9220
## 29   1921-05-01   4.0332
## 30   1921-06-01   4.0054
## 31   1921-07-01   3.9776
## 32   1921-08-01   4.1167
## 33   1921-09-01   4.1445
## 34   1921-10-01   4.3948
## 35   1921-11-01   4.3392
## 36   1921-12-01   4.3114
## 37   1922-01-01   4.4783
## 38   1922-02-01   4.6730
## 39   1922-03-01   4.9233
## 40   1922-04-01   4.7564
## 41   1922-05-01   5.0068
## 42   1922-06-01   5.2571
## 43   1922-07-01   5.2571
## 44   1922-08-01   5.1459
## 45   1922-09-01   5.4240
## 46   1922-10-01   5.7300
## 47   1922-11-01   5.9803
## 48   1922-12-01   6.1472
## 49   1923-01-01   6.0081
## 50   1923-02-01   6.0916
## 51   1923-03-01   6.2863
## 52   1923-04-01   6.4254
## 53   1923-05-01   6.5088
## 54   1923-06-01   6.4532
## 55   1923-07-01   6.3976
## 56   1923-08-01   6.2863
## 57   1923-09-01   6.1472
## 58   1923-10-01   6.1194
## 59   1923-11-01   6.1194
## 60   1923-12-01   5.9803
## 61   1924-01-01   6.1194
## 62   1924-02-01   6.2307
## 63   1924-03-01   6.1194
## 64   1924-04-01   5.9247
## 65   1924-05-01   5.6744
## 66   1924-06-01   5.4240
## 67   1924-07-01   5.3406
## 68   1924-08-01   5.5353
## 69   1924-09-01   5.7300
## 70   1924-10-01   5.8691
## 71   1924-11-01   5.9803
## 72   1924-12-01   6.1472
## 73   1925-01-01   6.3419
## 74   1925-02-01   6.3419
## 75   1925-03-01   6.3419
## 76   1925-04-01   6.3976
## 77   1925-05-01   6.3698
## 78   1925-06-01   6.3141
## 79   1925-07-01   6.4810
## 80   1925-08-01   6.3698
## 81   1925-09-01   6.2863
## 82   1925-10-01   6.5366
## 83   1925-11-01   6.6757
## 84   1925-12-01   6.7592
## 85   1926-01-01   6.6479
## 86   1926-02-01   6.6479
## 87   1926-03-01   6.7314
## 88   1926-04-01   6.7314
## 89   1926-05-01   6.6757
## 90   1926-06-01   6.7592
## 91   1926-07-01   6.7870
## 92   1926-08-01   6.8704
## 93   1926-09-01   6.9817
## 94   1926-10-01   6.9817
## 95   1926-11-01   6.9539
## 96   1926-12-01   6.9261
## 97   1927-01-01   6.8982
## 98   1927-02-01   6.9539
## 99   1927-03-01   7.0373
## 100  1927-04-01   6.8704
## 101  1927-05-01   6.9261
## 102  1927-06-01   6.8982
## 103  1927-07-01   6.8148
## 104  1927-08-01   6.8148
## 105  1927-09-01   6.7035
## 106  1927-10-01   6.5645
## 107  1927-11-01   6.5645
## 108  1927-12-01   6.5923
## 109  1928-01-01   6.7313
## 110  1928-02-01   6.7870
## 111  1928-03-01   6.8426
## 112  1928-04-01   6.8148
## 113  1928-05-01   6.8982
## 114  1928-06-01   6.9539
## 115  1928-07-01   7.0373
## 116  1928-08-01   7.1764
## 117  1928-09-01   7.2320
## 118  1928-10-01   7.3711
## 119  1928-11-01   7.5102
## 120  1928-12-01   7.6493
## 121  1929-01-01   7.7605
## 122  1929-02-01   7.7327
## 123  1929-03-01   7.7605
## 124  1929-04-01   7.8996
## 125  1929-05-01   8.0387
## 126  1929-06-01   8.0943
## 127  1929-07-01   8.2056
## 128  1929-08-01   8.1221
## 129  1929-09-01   8.0665
## 130  1929-10-01   7.9274
## 131  1929-11-01   7.5380
## 132  1929-12-01   7.2042
## 133  1930-01-01   7.2042
## 134  1930-02-01   7.1764
## 135  1930-03-01   7.0651
## 136  1930-04-01   7.0095
## 137  1930-05-01   6.8982
## 138  1930-06-01   6.7035
## 139  1930-07-01   6.3976
## 140  1930-08-01   6.2585
## 141  1930-09-01   6.1472
## 142  1930-10-01   5.9803
## 143  1930-11-01   5.8413
## 144  1930-12-01   5.7022
## 145  1931-01-01   5.6744
## 146  1931-02-01   5.7022
## 147  1931-03-01   5.8134
## 148  1931-04-01   5.8413
## 149  1931-05-01   5.7578
## 150  1931-06-01   5.6187
## 151  1931-07-01   5.5353
## 152  1931-08-01   5.3406
## 153  1931-09-01   5.0902
## 154  1931-10-01   4.8955
## 155  1931-11-01   4.8399
## 156  1931-12-01   4.8121
## 157  1932-01-01   4.6730
## 158  1932-02-01   4.5617
## 159  1932-03-01   4.5061
## 160  1932-04-01   4.2001
## 161  1932-05-01   4.0611
## 162  1932-06-01   3.9220
## 163  1932-07-01   3.8107
## 164  1932-08-01   3.9220
## 165  1932-09-01   4.1723
## 166  1932-10-01   4.3114
## 167  1932-11-01   4.3114
## 168  1932-12-01   4.2280
## 169  1933-01-01   4.1445
## 170  1933-02-01   4.1723
## 171  1933-03-01   3.9220
## 172  1933-04-01   4.2001
## 173  1933-05-01   4.8955
## 174  1933-06-01   5.6466
## 175  1933-07-01   6.1750
## 176  1933-08-01   5.9247
## 177  1933-09-01   5.5909
## 178  1933-10-01   5.3128
## 179  1933-11-01   5.0068
## 180  1933-12-01   5.0346
## 181  1934-01-01   5.2015
## 182  1934-02-01   5.4518
## 183  1934-03-01   5.7022
## 184  1934-04-01   5.7022
## 185  1934-05-01   5.8134
## 186  1934-06-01   5.7022
## 187  1934-07-01   5.3128
## 188  1934-08-01   5.2571
## 189  1934-09-01   4.9512
## 190  1934-10-01   5.1737
## 191  1934-11-01   5.2293
## 192  1934-12-01   5.5631
## 193  1935-01-01   6.0081
## 194  1935-02-01   6.1194
## 195  1935-03-01   6.0916
## 196  1935-04-01   5.9803
## 197  1935-05-01   5.9803
## 198  1935-06-01   6.0638
## 199  1935-07-01   6.0638
## 200  1935-08-01   6.2863
## 201  1935-09-01   6.4532
## 202  1935-10-01   6.6479
## 203  1935-11-01   6.7870
## 204  1935-12-01   6.8704
## 205  1936-01-01   6.7592
## 206  1936-02-01   6.5923
## 207  1936-03-01   6.6757
## 208  1936-04-01   7.0930
## 209  1936-05-01   7.2320
## 210  1936-06-01   7.3711
## 211  1936-07-01   7.5102
## 212  1936-08-01   7.6214
## 213  1936-09-01   7.7605
## 214  1936-10-01   7.8718
## 215  1936-11-01   8.0943
## 216  1936-12-01   8.3447
## 217  1937-01-01   8.3168
## 218  1937-02-01   8.4281
## 219  1937-03-01   8.6228
## 220  1937-04-01   8.6228
## 221  1937-05-01   8.6506
## 222  1937-06-01   8.5394
## 223  1937-07-01   8.5950
## 224  1937-08-01   8.5394
## 225  1937-09-01   8.2612
## 226  1937-10-01   7.6493
## 227  1937-11-01   6.8982
## 228  1937-12-01   6.2863
## 229  1938-01-01   6.1472
## 230  1938-02-01   6.0916
## 231  1938-03-01   6.0916
## 232  1938-04-01   5.9803
## 233  1938-05-01   5.8413
## 234  1938-06-01   5.8969
## 235  1938-07-01   6.2307
## 236  1938-08-01   6.5645
## 237  1938-09-01   6.7592
## 238  1938-10-01   6.9261
## 239  1938-11-01   7.2042
## 240  1938-12-01   7.2877
## 241  1939-01-01   7.2877
## 242  1939-02-01   7.3433
## 243  1939-03-01   7.3711
## 244  1939-04-01   7.3433
## 245  1939-05-01   7.3155
## 246  1939-06-01   7.4824
## 247  1939-07-01   7.7049
## 248  1939-08-01   7.8162
## 249  1939-09-01   8.2890
## 250  1939-10-01   8.7063
## 251  1939-11-01   8.9288
## 252  1939-12-01   8.9288
## 253  1940-01-01   8.8175
## 254  1940-02-01   8.5394
## 255  1940-03-01   8.3446
## 256  1940-04-01   8.5115
## 257  1940-05-01   8.7619
## 258  1940-06-01   9.0400
## 259  1940-07-01   9.1513
## 260  1940-08-01   9.2069
## 261  1940-09-01   9.4016
## 262  1940-10-01   9.5407
## 263  1940-11-01   9.7632
## 264  1940-12-01  10.0970
## 265  1941-01-01  10.3474
## 266  1941-02-01  10.6533
## 267  1941-03-01  10.9871
## 268  1941-04-01  11.0149
## 269  1941-05-01  11.5156
## 270  1941-06-01  11.5991
## 271  1941-07-01  11.7381
## 272  1941-08-01  11.8772
## 273  1941-09-01  11.8772
## 274  1941-10-01  11.9885
## 275  1941-11-01  12.0441
## 276  1941-12-01  12.2388
## 277  1942-01-01  12.4892
## 278  1942-02-01  12.7117
## 279  1942-03-01  12.8508
## 280  1942-04-01  12.4892
## 281  1942-05-01  12.5170
## 282  1942-06-01  12.5448
## 283  1942-07-01  12.8508
## 284  1942-08-01  13.2402
## 285  1942-09-01  13.5461
## 286  1942-10-01  13.9912
## 287  1942-11-01  14.3250
## 288  1942-12-01  14.6588
## 289  1943-01-01  14.7979
## 290  1943-02-01  15.1873
## 291  1943-03-01  15.2985
## 292  1943-04-01  15.4932
## 293  1943-05-01  15.6045
## 294  1943-06-01  15.5211
## 295  1943-07-01  15.9939
## 296  1943-08-01  16.3277
## 297  1943-09-01  16.7449
## 298  1943-10-01  16.9953
## 299  1943-11-01  17.2178
## 300  1943-12-01  16.9953
## 301  1944-01-01  17.1900
## 302  1944-02-01  17.3291
## 303  1944-03-01  17.3012
## 304  1944-04-01  17.3012
## 305  1944-05-01  17.1900
## 306  1944-06-01  17.1344
## 307  1944-07-01  17.1065
## 308  1944-08-01  17.3291
## 309  1944-09-01  17.2178
## 310  1944-10-01  17.2734
## 311  1944-11-01  17.1343
## 312  1944-12-01  17.0787
## 313  1945-01-01  16.9118
## 314  1945-02-01  16.8562
## 315  1945-03-01  16.7449
## 316  1945-04-01  16.4390
## 317  1945-05-01  15.9939
## 318  1945-06-01  15.6323
## 319  1945-07-01  15.2707
## 320  1945-08-01  13.6852
## 321  1945-09-01  12.4613
## 322  1945-10-01  11.9607
## 323  1945-11-01  12.4057
## 324  1945-12-01  12.4613
## 325  1946-01-01  11.7660
## 326  1946-02-01  11.1818
## 327  1946-03-01  12.3501
## 328  1946-04-01  12.1276
## 329  1946-05-01  11.6825
## 330  1946-06-01  12.4057
## 331  1946-07-01  12.8229
## 332  1946-08-01  13.2958
## 333  1946-09-01  13.5461
## 334  1946-10-01  13.7965
## 335  1946-11-01  13.8799
## 336  1946-12-01  13.9634
## 337  1947-01-01  14.1303
## 338  1947-02-01  14.2137
## 339  1947-03-01  14.2972
## 340  1947-04-01  14.1859
## 341  1947-05-01  14.2415
## 342  1947-06-01  14.2415
## 343  1947-07-01  14.1581
## 344  1947-08-01  14.2415
## 345  1947-09-01  14.3528
## 346  1947-10-01  14.4919
## 347  1947-11-01  14.6866
## 348  1947-12-01  14.7422
## 349  1948-01-01  14.8257
## 350  1948-02-01  14.8535
## 351  1948-03-01  14.6866
## 352  1948-04-01  14.7144
## 353  1948-05-01  14.9647
## 354  1948-06-01  15.1594
## 355  1948-07-01  15.1594
## 356  1948-08-01  15.1038
## 357  1948-09-01  14.9926
## 358  1948-10-01  15.1038
## 359  1948-11-01  14.9091
## 360  1948-12-01  14.7700
## 361  1949-01-01  14.6310
## 362  1949-02-01  14.4919
## 363  1949-03-01  14.2137
## 364  1949-04-01  14.1303
## 365  1949-05-01  13.9356
## 366  1949-06-01  13.9078
## 367  1949-07-01  13.8799
## 368  1949-08-01  14.0190
## 369  1949-09-01  14.1581
## 370  1949-10-01  13.6296
## 371  1949-11-01  13.9912
## 372  1949-12-01  14.2415
## 373  1950-01-01  14.4919
## 374  1950-02-01  14.5475
## 375  1950-03-01  15.0204
## 376  1950-04-01  15.5210
## 377  1950-05-01  15.8826
## 378  1950-06-01  16.3555
## 379  1950-07-01  16.8840
## 380  1950-08-01  17.4125
## 381  1950-09-01  17.3012
## 382  1950-10-01  17.4125
## 383  1950-11-01  17.3847
## 384  1950-12-01  17.6907
## 385  1951-01-01  17.7463
## 386  1951-02-01  17.8576
## 387  1951-03-01  17.9410
## 388  1951-04-01  17.9688
## 389  1951-05-01  17.9132
## 390  1951-06-01  17.8297
## 391  1951-07-01  17.5516
## 392  1951-08-01  17.3847
## 393  1951-09-01  17.4960
## 394  1951-10-01  17.4681
## 395  1951-11-01  17.6072
## 396  1951-12-01  17.7185
## 397  1952-01-01  17.9132
## 398  1952-02-01  18.0244
## 399  1952-03-01  18.0801
## 400  1952-04-01  17.9132
## 401  1952-05-01  17.7463
## 402  1952-06-01  17.5794
## 403  1952-07-01  17.3012
## 404  1952-08-01  18.4139
## 405  1952-09-01  19.0814
## 406  1952-10-01  19.2762
## 407  1952-11-01  19.6656
## 408  1952-12-01  19.7768
## 409  1953-01-01  19.8324
## 410  1953-02-01  19.9437
## 411  1953-03-01  20.1106
## 412  1953-04-01  20.1941
## 413  1953-05-01  20.3053
## 414  1953-06-01  20.2219
## 415  1953-07-01  20.4722
## 416  1953-08-01  20.3609
## 417  1953-09-01  19.9437
## 418  1953-10-01  19.7768
## 419  1953-11-01  19.3040
## 420  1953-12-01  18.8311
## 421  1954-01-01  18.6920
## 422  1954-02-01  18.7477
## 423  1954-03-01  18.6364
## 424  1954-04-01  18.5251
## 425  1954-05-01  18.6364
## 426  1954-06-01  18.6920
## 427  1954-07-01  18.7198
## 428  1954-08-01  18.6920
## 429  1954-09-01  18.7198
## 430  1954-10-01  18.9424
## 431  1954-11-01  19.2483
## 432  1954-12-01  19.4987
## 433  1955-01-01  19.9437
## 434  1955-02-01  20.1941
## 435  1955-03-01  20.6669
## 436  1955-04-01  20.9173
## 437  1955-05-01  21.2510
## 438  1955-06-01  21.2789
## 439  1955-07-01  21.4458
## 440  1955-08-01  21.4179
## 441  1955-09-01  21.5570
## 442  1955-10-01  21.9186
## 443  1955-11-01  21.9742
## 444  1955-12-01  22.0577
## 445  1956-01-01  22.1968
## 446  1956-02-01  22.0021
## 447  1956-03-01  22.0021
## 448  1956-04-01  22.1690
## 449  1956-05-01  21.9743
## 450  1956-06-01  21.7796
## 451  1956-07-01  21.1120
## 452  1956-08-01  21.9742
## 453  1956-09-01  22.4749
## 454  1956-10-01  22.6696
## 455  1956-11-01  22.4749
## 456  1956-12-01  22.8087
## 457  1957-01-01  22.7253
## 458  1957-02-01  22.9478
## 459  1957-03-01  22.9200
## 460  1957-04-01  22.6140
## 461  1957-05-01  22.5306
## 462  1957-06-01  22.5862
## 463  1957-07-01  22.7253
## 464  1957-08-01  22.7253
## 465  1957-09-01  22.5306
## 466  1957-10-01  22.1968
## 467  1957-11-01  21.6683
## 468  1957-12-01  21.2510
## 469  1958-01-01  20.8616
## 470  1958-02-01  20.4166
## 471  1958-03-01  20.1662
## 472  1958-04-01  19.8325
## 473  1958-05-01  20.0272
## 474  1958-06-01  20.5557
## 475  1958-07-01  20.8616
## 476  1958-08-01  21.2789
## 477  1958-09-01  21.4736
## 478  1958-10-01  21.7239
## 479  1958-11-01  22.3637
## 480  1958-12-01  22.3915
## 481  1959-01-01  22.7253
## 482  1959-02-01  23.1703
## 483  1959-03-01  23.5041
## 484  1959-04-01  24.0048
## 485  1959-05-01  24.3664
## 486  1959-06-01  24.3942
## 487  1959-07-01  23.8101
## 488  1959-08-01  23.0034
## 489  1959-09-01  22.9756
## 490  1959-10-01  22.8087
## 491  1959-11-01  22.9478
## 492  1959-12-01  24.3664
## 493  1960-01-01  25.0061
## 494  1960-02-01  24.7836
## 495  1960-03-01  24.5611
## 496  1960-04-01  24.3664
## 497  1960-05-01  24.3386
## 498  1960-06-01  24.0326
## 499  1960-07-01  23.9492
## 500  1960-08-01  23.9213
## 501  1960-09-01  23.6710
## 502  1960-10-01  23.6432
## 503  1960-11-01  23.3094
## 504  1960-12-01  22.8643
## 505  1961-01-01  22.8922
## 506  1961-02-01  22.8643
## 507  1961-03-01  23.0034
## 508  1961-04-01  23.4763
## 509  1961-05-01  23.8379
## 510  1961-06-01  24.1717
## 511  1961-07-01  24.4498
## 512  1961-08-01  24.6723
## 513  1961-09-01  24.6446
## 514  1961-10-01  25.1174
## 515  1961-11-01  25.5068
## 516  1961-12-01  25.7293
## 517  1962-01-01  25.5068
## 518  1962-02-01  25.9240
## 519  1962-03-01  26.0631
## 520  1962-04-01  26.1188
## 521  1962-05-01  26.0909
## 522  1962-06-01  26.0353
## 523  1962-07-01  26.2856
## 524  1962-08-01  26.3135
## 525  1962-09-01  26.4804
## 526  1962-10-01  26.5082
## 527  1962-11-01  26.6194
## 528  1962-12-01  26.6194
## 529  1963-01-01  26.8141
## 530  1963-02-01  27.1201
## 531  1963-03-01  27.2870
## 532  1963-04-01  27.5374
## 533  1963-05-01  27.8711
## 534  1963-06-01  27.9546
## 535  1963-07-01  27.8433
## 536  1963-08-01  27.8990
## 537  1963-09-01  28.1771
## 538  1963-10-01  28.3718
## 539  1963-11-01  28.5109
## 540  1963-12-01  28.4553
## 541  1964-01-01  28.7056
## 542  1964-02-01  28.9003
## 543  1964-03-01  28.9003
## 544  1964-04-01  29.3732
## 545  1964-05-01  29.5401
## 546  1964-06-01  29.6235
## 547  1964-07-01  29.8182
## 548  1964-08-01  30.0129
## 549  1964-09-01  30.1242
## 550  1964-10-01  29.7070
## 551  1964-11-01  30.6249
## 552  1964-12-01  30.9865
## 553  1965-01-01  31.3203
## 554  1965-02-01  31.5150
## 555  1965-03-01  31.9322
## 556  1965-04-01  32.0713
## 557  1965-05-01  32.3216
## 558  1965-06-01  32.5720
## 559  1965-07-01  32.8779
## 560  1965-08-01  33.0170
## 561  1965-09-01  33.1005
## 562  1965-10-01  33.4343
## 563  1965-11-01  33.5733
## 564  1965-12-01  33.9905
## 565  1966-01-01  34.3243
## 566  1966-02-01  34.5469
## 567  1966-03-01  35.0197
## 568  1966-04-01  35.0754
## 569  1966-05-01  35.4092
## 570  1966-06-01  35.5760
## 571  1966-07-01  35.7707
## 572  1966-08-01  35.7986
## 573  1966-09-01  36.1323
## 574  1966-10-01  36.3827
## 575  1966-11-01  36.1323
## 576  1966-12-01  36.2158
## 577  1967-01-01  36.3866
## 578  1967-02-01  35.9739
## 579  1967-03-01  35.7712
## 580  1967-04-01  36.1085
## 581  1967-05-01  35.7935
## 582  1967-06-01  35.7890
## 583  1967-07-01  35.7075
## 584  1967-08-01  36.3916
## 585  1967-09-01  36.3326
## 586  1967-10-01  36.6285
## 587  1967-11-01  37.1523
## 588  1967-12-01  37.5525
## 589  1968-01-01  37.5120
## 590  1968-02-01  37.6465
## 591  1968-03-01  37.7640
## 592  1968-04-01  37.8186
## 593  1968-05-01  38.2429
## 594  1968-06-01  38.3833
## 595  1968-07-01  38.3245
## 596  1968-08-01  38.4314
## 597  1968-09-01  38.5770
## 598  1968-10-01  38.6536
## 599  1968-11-01  39.1535
## 600  1968-12-01  39.2772
## 601  1969-01-01  39.5148
## 602  1969-02-01  39.7677
## 603  1969-03-01  40.0795
## 604  1969-04-01  39.9320
## 605  1969-05-01  39.7811
## 606  1969-06-01  40.1698
## 607  1969-07-01  40.3818
## 608  1969-08-01  40.4746
## 609  1969-09-01  40.4655
## 610  1969-10-01  40.4774
## 611  1969-11-01  40.0958
## 612  1969-12-01  39.9882
## 613  1970-01-01  39.2477
## 614  1970-02-01  39.2219
## 615  1970-03-01  39.1710
## 616  1970-04-01  39.0702
## 617  1970-05-01  39.0247
## 618  1970-06-01  38.8985
## 619  1970-07-01  38.9940
## 620  1970-08-01  38.9245
## 621  1970-09-01  38.6561
## 622  1970-10-01  37.8829
## 623  1970-11-01  37.6534
## 624  1970-12-01  38.5182
## 625  1971-01-01  38.8144
## 626  1971-02-01  38.7405
## 627  1971-03-01  38.6985
## 628  1971-04-01  38.9158
## 629  1971-05-01  39.1133
## 630  1971-06-01  39.2773
## 631  1971-07-01  39.1633
## 632  1971-08-01  38.9360
## 633  1971-09-01  39.5688
## 634  1971-10-01  39.8650
## 635  1971-11-01  40.0342
## 636  1971-12-01  40.4964
## 637  1972-01-01  41.4709
## 638  1972-02-01  41.8616
## 639  1972-03-01  42.1645
## 640  1972-04-01  42.6064
## 641  1972-05-01  42.5820
## 642  1972-06-01  42.7051
## 643  1972-07-01  42.6924
## 644  1972-08-01  43.2568
## 645  1972-09-01  43.5838
## 646  1972-10-01  44.1699
## 647  1972-11-01  44.6846
## 648  1972-12-01  45.2006
## 649  1973-01-01  45.4980
## 650  1973-02-01  46.1773
## 651  1973-03-01  46.1937
## 652  1973-04-01  46.1272
## 653  1973-05-01  46.4199
## 654  1973-06-01  46.4535
## 655  1973-07-01  46.6480
## 656  1973-08-01  46.5669
## 657  1973-09-01  46.9866
## 658  1973-10-01  47.2997
## 659  1973-11-01  47.5480
## 660  1973-12-01  47.4375
## 661  1974-01-01  47.1083
## 662  1974-02-01  46.9634
## 663  1974-03-01  46.9733
## 664  1974-04-01  46.8300
## 665  1974-05-01  47.1848
## 666  1974-06-01  47.1292
## 667  1974-07-01  47.1505
## 668  1974-08-01  46.6882
## 669  1974-09-01  46.7161
## 670  1974-10-01  46.5360
## 671  1974-11-01  45.0062
## 672  1974-12-01  43.4204
## 673  1975-01-01  42.8246
## 674  1975-02-01  41.8301
## 675  1975-03-01  41.3862
## 676  1975-04-01  41.4258
## 677  1975-05-01  41.3326
## 678  1975-06-01  41.6042
## 679  1975-07-01  42.0025
## 680  1975-08-01  42.4426
## 681  1975-09-01  42.9708
## 682  1975-10-01  43.1611
## 683  1975-11-01  43.2561
## 684  1975-12-01  43.7944
## 685  1976-01-01  44.4309
## 686  1976-02-01  44.8644
## 687  1976-03-01  44.9160
## 688  1976-04-01  45.1733
## 689  1976-05-01  45.3729
## 690  1976-06-01  45.3841
## 691  1976-07-01  45.6491
## 692  1976-08-01  45.9698
## 693  1976-09-01  46.1015
## 694  1976-10-01  46.1172
## 695  1976-11-01  46.7939
## 696  1976-12-01  47.2798
## 697  1977-01-01  47.0230
## 698  1977-02-01  47.7335
## 699  1977-03-01  48.3415
## 700  1977-04-01  48.7789
## 701  1977-05-01  49.2046
## 702  1977-06-01  49.5627
## 703  1977-07-01  49.6389
## 704  1977-08-01  49.6517
## 705  1977-09-01  49.8872
## 706  1977-10-01  49.9859
## 707  1977-11-01  50.0357
## 708  1977-12-01  50.1135
## 709  1978-01-01  49.4201
## 710  1978-02-01  49.6618
## 711  1978-03-01  50.6053
## 712  1978-04-01  51.6639
## 713  1978-05-01  51.8472
## 714  1978-06-01  52.2056
## 715  1978-07-01  52.1834
## 716  1978-08-01  52.3807
## 717  1978-09-01  52.5124
## 718  1978-10-01  52.9384
## 719  1978-11-01  53.3363
## 720  1978-12-01  53.6296
## 721  1979-01-01  53.2837
## 722  1979-02-01  53.5675
## 723  1979-03-01  53.7364
## 724  1979-04-01  53.1571
## 725  1979-05-01  53.5566
## 726  1979-06-01  53.5534
## 727  1979-07-01  53.4808
## 728  1979-08-01  53.1195
## 729  1979-09-01  53.1786
## 730  1979-10-01  53.4617
## 731  1979-11-01  53.4090
## 732  1979-12-01  53.4536
## 733  1980-01-01  53.7071
## 734  1980-02-01  53.7262
## 735  1980-03-01  53.5481
## 736  1980-04-01  52.4571
## 737  1980-05-01  51.1904
## 738  1980-06-01  50.5575
## 739  1980-07-01  50.1660
## 740  1980-08-01  50.3530
## 741  1980-09-01  51.1727
## 742  1980-10-01  51.8129
## 743  1980-11-01  52.7175
## 744  1980-12-01  53.0142
## 745  1981-01-01  52.7119
## 746  1981-02-01  52.4633
## 747  1981-03-01  52.7501
## 748  1981-04-01  52.5233
## 749  1981-05-01  52.8211
## 750  1981-06-01  53.0699
## 751  1981-07-01  53.4044
## 752  1981-08-01  53.3959
## 753  1981-09-01  53.0761
## 754  1981-10-01  52.6972
## 755  1981-11-01  52.0996
## 756  1981-12-01  51.5219
## 757  1982-01-01  50.4933
## 758  1982-02-01  51.4979
## 759  1982-03-01  51.1159
## 760  1982-04-01  50.6623
## 761  1982-05-01  50.3505
## 762  1982-06-01  50.1943
## 763  1982-07-01  50.0395
## 764  1982-08-01  49.6075
## 765  1982-09-01  49.4584
## 766  1982-10-01  49.0110
## 767  1982-11-01  48.8232
## 768  1982-12-01  48.4682
## 769  1983-01-01  49.3992
## 770  1983-02-01  49.0890
## 771  1983-03-01  49.4906
## 772  1983-04-01  50.0805
## 773  1983-05-01  50.4295
## 774  1983-06-01  50.7333
## 775  1983-07-01  51.5016
## 776  1983-08-01  52.0679
## 777  1983-09-01  52.8472
## 778  1983-10-01  53.2874
## 779  1983-11-01  53.4759
## 780  1983-12-01  53.7593
## 781  1984-01-01  54.8216
## 782  1984-02-01  55.0698
## 783  1984-03-01  55.3384
## 784  1984-04-01  55.6911
## 785  1984-05-01  55.9506
## 786  1984-06-01  56.1549
## 787  1984-07-01  56.3326
## 788  1984-08-01  56.3847
## 789  1984-09-01  56.2832
## 790  1984-10-01  56.1943
## 791  1984-11-01  56.4108
## 792  1984-12-01  56.4759
## 793  1985-01-01  56.3801
## 794  1985-02-01  56.5796
## 795  1985-03-01  56.6645
## 796  1985-04-01  56.5122
## 797  1985-05-01  56.5982
## 798  1985-06-01  56.6317
## 799  1985-07-01  56.2637
## 800  1985-08-01  56.4960
## 801  1985-09-01  56.7412
## 802  1985-10-01  56.5080
## 803  1985-11-01  56.6984
## 804  1985-12-01  57.2954
## 805  1986-01-01  57.5555
## 806  1986-02-01  57.1707
## 807  1986-03-01  56.7784
## 808  1986-04-01  56.8228
## 809  1986-05-01  56.9380
## 810  1986-06-01  56.7427
## 811  1986-07-01  57.0569
## 812  1986-08-01  56.9807
## 813  1986-09-01  57.0954
## 814  1986-10-01  57.3542
## 815  1986-11-01  57.6230
## 816  1986-12-01  58.1006
## 817  1987-01-01  57.9173
## 818  1987-02-01  58.6630
## 819  1987-03-01  58.7602
## 820  1987-04-01  59.1416
## 821  1987-05-01  59.5170
## 822  1987-06-01  59.7996
## 823  1987-07-01  60.2152
## 824  1987-08-01  60.7146
## 825  1987-09-01  60.8781
## 826  1987-10-01  61.7569
## 827  1987-11-01  62.0910
## 828  1987-12-01  62.3940
## 829  1988-01-01  62.4207
## 830  1988-02-01  62.6908
## 831  1988-03-01  62.8421
## 832  1988-04-01  63.1885
## 833  1988-05-01  63.1203
## 834  1988-06-01  63.2843
## 835  1988-07-01  63.3155
## 836  1988-08-01  63.5859
## 837  1988-09-01  63.4050
## 838  1988-10-01  63.7184
## 839  1988-11-01  63.8175
## 840  1988-12-01  64.1273
## 841  1989-01-01  64.3162
## 842  1989-02-01  64.0260
## 843  1989-03-01  64.1660
## 844  1989-04-01  64.2220
## 845  1989-05-01  63.7707
## 846  1989-06-01  63.8022
## 847  1989-07-01  63.2360
## 848  1989-08-01  63.8059
## 849  1989-09-01  63.5760
## 850  1989-10-01  63.5346
## 851  1989-11-01  63.7465
## 852  1989-12-01  64.1419
## 853  1990-01-01  63.7117
## 854  1990-02-01  64.3504
## 855  1990-03-01  64.6721
## 856  1990-04-01  64.5975
## 857  1990-05-01  64.7028
## 858  1990-06-01  64.9174
## 859  1990-07-01  64.8436
## 860  1990-08-01  65.0430
## 861  1990-09-01  65.1372
## 862  1990-10-01  64.6442
## 863  1990-11-01  63.8853
## 864  1990-12-01  63.4658
## 865  1991-01-01  63.1915
## 866  1991-02-01  62.7585
## 867  1991-03-01  62.4265
## 868  1991-04-01  62.5503
## 869  1991-05-01  63.1756
## 870  1991-06-01  63.7420
## 871  1991-07-01  63.8029
## 872  1991-08-01  63.8503
## 873  1991-09-01  64.4151
## 874  1991-10-01  64.2992
## 875  1991-11-01  64.2209
## 876  1991-12-01  63.9602
## 877  1992-01-01  63.5960
## 878  1992-02-01  64.0409
## 879  1992-03-01  64.5973
## 880  1992-04-01  65.0756
## 881  1992-05-01  65.2831
## 882  1992-06-01  65.2957
## 883  1992-07-01  65.8801
## 884  1992-08-01  65.5581
## 885  1992-09-01  65.7150
## 886  1992-10-01  66.2013
## 887  1992-11-01  66.4879
## 888  1992-12-01  66.5431
## 889  1993-01-01  66.8264
## 890  1993-02-01  67.1172
## 891  1993-03-01  67.0479
## 892  1993-04-01  67.2498
## 893  1993-05-01  67.0325
## 894  1993-06-01  67.1532
## 895  1993-07-01  67.3586
## 896  1993-08-01  67.2888
## 897  1993-09-01  67.6092
## 898  1993-10-01  68.1214
## 899  1993-11-01  68.4089
## 900  1993-12-01  68.7737
## 901  1994-01-01  69.0299
## 902  1994-02-01  69.0418
## 903  1994-03-01  69.7582
## 904  1994-04-01  70.1250
## 905  1994-05-01  70.4978
## 906  1994-06-01  70.9480
## 907  1994-07-01  71.0595
## 908  1994-08-01  71.4749
## 909  1994-09-01  71.7333
## 910  1994-10-01  72.3479
## 911  1994-11-01  72.8018
## 912  1994-12-01  73.5563
## 913  1995-01-01  73.6891
## 914  1995-02-01  73.5889
## 915  1995-03-01  73.6895
## 916  1995-04-01  73.6760
## 917  1995-05-01  73.8858
## 918  1995-06-01  74.1391
## 919  1995-07-01  73.8447
## 920  1995-08-01  74.7803
## 921  1995-09-01  75.0755
## 922  1995-10-01  74.9925
## 923  1995-11-01  75.1822
## 924  1995-12-01  75.4725
## 925  1996-01-01  74.9823
## 926  1996-02-01  76.1530
## 927  1996-03-01  76.0724
## 928  1996-04-01  76.7608
## 929  1996-05-01  77.3269
## 930  1996-06-01  77.9694
## 931  1996-07-01  77.8351
## 932  1996-08-01  78.3005
## 933  1996-09-01  78.8378
## 934  1996-10-01  78.7843
## 935  1996-11-01  79.4683
## 936  1996-12-01  79.9829
## 937  1997-01-01  80.0837
## 938  1997-02-01  81.0483
## 939  1997-03-01  81.6195
## 940  1997-04-01  81.6408
## 941  1997-05-01  82.1311
## 942  1997-06-01  82.5332
## 943  1997-07-01  83.1538
## 944  1997-08-01  84.0293
## 945  1997-09-01  84.7873
## 946  1997-10-01  85.5125
## 947  1997-11-01  86.2601
## 948  1997-12-01  86.5262
## 949  1998-01-01  86.9662
## 950  1998-02-01  87.0687
## 951  1998-03-01  87.1414
## 952  1998-04-01  87.4497
## 953  1998-05-01  88.0124
## 954  1998-06-01  87.4571
## 955  1998-07-01  87.1484
## 956  1998-08-01  88.9360
## 957  1998-09-01  88.7780
## 958  1998-10-01  89.4857
## 959  1998-11-01  89.4358
## 960  1998-12-01  89.7761
## 961  1999-01-01  90.1893
## 962  1999-02-01  90.6683
## 963  1999-03-01  90.8310
## 964  1999-04-01  91.0632
## 965  1999-05-01  91.7311
## 966  1999-06-01  91.5818
## 967  1999-07-01  92.1587
## 968  1999-08-01  92.5363
## 969  1999-09-01  92.1699
## 970  1999-10-01  93.3786
## 971  1999-11-01  93.8240
## 972  1999-12-01  94.5441
## 973  2000-01-01  94.5458
## 974  2000-02-01  94.8185
## 975  2000-03-01  95.1983
## 976  2000-04-01  95.8921
## 977  2000-05-01  96.0691
## 978  2000-06-01  96.1568
## 979  2000-07-01  96.0239
## 980  2000-08-01  95.7182
## 981  2000-09-01  96.1105
## 982  2000-10-01  95.8225
## 983  2000-11-01  95.8391
## 984  2000-12-01  95.5791
## 985  2001-01-01  94.9499
## 986  2001-02-01  94.3690
## 987  2001-03-01  94.1259
## 988  2001-04-01  93.9061
## 989  2001-05-01  93.2803
## 990  2001-06-01  92.7057
## 991  2001-07-01  92.1721
## 992  2001-08-01  92.0023
## 993  2001-09-01  91.6795
## 994  2001-10-01  91.2682
## 995  2001-11-01  90.7894
## 996  2001-12-01  90.8311
## 997  2002-01-01  91.3471
## 998  2002-02-01  91.3672
## 999  2002-03-01  92.1054
## 1000 2002-04-01  92.4790
## 1001 2002-05-01  92.8824
## 1002 2002-06-01  93.7637
## 1003 2002-07-01  93.5461
## 1004 2002-08-01  93.5765
## 1005 2002-09-01  93.7116
## 1006 2002-10-01  93.4006
## 1007 2002-11-01  93.8758
## 1008 2002-12-01  93.4191
## 1009 2003-01-01  93.9571
## 1010 2003-02-01  94.2558
## 1011 2003-03-01  94.0416
## 1012 2003-04-01  93.3666
## 1013 2003-05-01  93.3852
## 1014 2003-06-01  93.5219
## 1015 2003-07-01  93.9144
## 1016 2003-08-01  93.7371
## 1017 2003-09-01  94.3262
## 1018 2003-10-01  94.4442
## 1019 2003-11-01  95.2224
## 1020 2003-12-01  95.1545
## 1021 2004-01-01  95.3434
## 1022 2004-02-01  95.9228
## 1023 2004-03-01  95.4538
## 1024 2004-04-01  95.8653
## 1025 2004-05-01  96.6472
## 1026 2004-06-01  95.8588
## 1027 2004-07-01  96.5901
## 1028 2004-08-01  96.6687
## 1029 2004-09-01  96.7450
## 1030 2004-10-01  97.6604
## 1031 2004-11-01  97.8427
## 1032 2004-12-01  98.5495
## 1033 2005-01-01  99.0020
## 1034 2005-02-01  99.6741
## 1035 2005-03-01  99.5181
## 1036 2005-04-01  99.6518
## 1037 2005-05-01  99.8158
## 1038 2005-06-01 100.2232
## 1039 2005-07-01  99.8997
## 1040 2005-08-01 100.1025
## 1041 2005-09-01  98.2644
## 1042 2005-10-01  99.4949
## 1043 2005-11-01 100.5129
## 1044 2005-12-01 101.1118
## 1045 2006-01-01 101.2313
## 1046 2006-02-01 101.2755
## 1047 2006-03-01 101.4651
## 1048 2006-04-01 101.9012
## 1049 2006-05-01 101.7589
## 1050 2006-06-01 102.1304
## 1051 2006-07-01 102.0989
## 1052 2006-08-01 102.4526
## 1053 2006-09-01 102.2753
## 1054 2006-10-01 102.2299
## 1055 2006-11-01 102.1419
## 1056 2006-12-01 103.2191
## 1057 2007-01-01 102.7129
## 1058 2007-02-01 103.7659
## 1059 2007-03-01 103.9538
## 1060 2007-04-01 104.7077
## 1061 2007-05-01 104.7507
## 1062 2007-06-01 104.7581
## 1063 2007-07-01 104.7111
## 1064 2007-08-01 104.9122
## 1065 2007-09-01 105.2764
## 1066 2007-10-01 104.7720
## 1067 2007-11-01 105.3295
## 1068 2007-12-01 105.3213
## 1069 2008-01-01 105.0195
## 1070 2008-02-01 104.6741
## 1071 2008-03-01 104.4179
## 1072 2008-04-01 103.6403
## 1073 2008-05-01 103.1178
## 1074 2008-06-01 102.9484
## 1075 2008-07-01 102.4071
## 1076 2008-08-01 100.8875
## 1077 2008-09-01  96.5439
## 1078 2008-10-01  97.4562
## 1079 2008-11-01  96.2593
## 1080 2008-12-01  93.4434
## 1081 2009-01-01  91.2317
## 1082 2009-02-01  90.6389
## 1083 2009-03-01  89.1913
## 1084 2009-04-01  88.3876
## 1085 2009-05-01  87.4424
## 1086 2009-06-01  87.0650
## 1087 2009-07-01  87.9810
## 1088 2009-08-01  88.9534
## 1089 2009-09-01  89.6229
## 1090 2009-10-01  89.9136
## 1091 2009-11-01  90.2811
## 1092 2009-12-01  90.5265
## 1093 2010-01-01  91.5636
## 1094 2010-02-01  91.8988
## 1095 2010-03-01  92.5394
## 1096 2010-04-01  92.9280
## 1097 2010-05-01  94.3244
## 1098 2010-06-01  94.5056
## 1099 2010-07-01  94.9417
## 1100 2010-08-01  95.3385
## 1101 2010-09-01  95.6063
## 1102 2010-10-01  95.3785
## 1103 2010-11-01  95.4163
## 1104 2010-12-01  96.2444
## 1105 2011-01-01  96.1454
## 1106 2011-02-01  95.7235
## 1107 2011-03-01  96.6445
## 1108 2011-04-01  96.2727
## 1109 2011-05-01  96.4871
## 1110 2011-06-01  96.7150
## 1111 2011-07-01  97.1317
## 1112 2011-08-01  97.7027
## 1113 2011-09-01  97.6288
## 1114 2011-10-01  98.3224
## 1115 2011-11-01  98.1979
## 1116 2011-12-01  98.6923
## 1117 2012-01-01  99.3264
## 1118 2012-02-01  99.6217
## 1119 2012-03-01  99.0674
## 1120 2012-04-01  99.8626
## 1121 2012-05-01 100.0384
## 1122 2012-06-01 100.0677
## 1123 2012-07-01 100.3040
## 1124 2012-08-01  99.9132
## 1125 2012-09-01  99.9138
## 1126 2012-10-01 100.2063
## 1127 2012-11-01 100.7003
## 1128 2012-12-01 100.9782
## 1129 2013-01-01 100.8955
## 1130 2013-02-01 101.4671
## 1131 2013-03-01 101.7720
## 1132 2013-04-01 101.6802
## 1133 2013-05-01 101.6916
## 1134 2013-06-01 101.8730
## 1135 2013-07-01 101.2970
## 1136 2013-08-01 102.0772
## 1137 2013-09-01 102.5705
## 1138 2013-10-01 102.4728
## 1139 2013-11-01 102.8086
## 1140 2013-12-01 103.0979
## 1141 2014-01-01 102.6063
## 1142 2014-02-01 103.6292
## 1143 2014-03-01 104.5546
## 1144 2014-04-01 104.7807
## 1145 2014-05-01 105.0799
## 1146 2014-06-01 105.4698
## 1147 2014-07-01 105.4919
## 1148 2014-08-01 105.4250
## 1149 2014-09-01 105.7329
## 1150 2014-10-01 105.7898
## 1151 2014-11-01 106.6134
## 1152 2014-12-01 106.3797
## 1153 2015-01-01 105.6148
## 1154 2015-02-01 105.4321
## 1155 2015-03-01 105.0745
## 1156 2015-04-01 104.6624
## 1157 2015-05-01 104.2843
## 1158 2015-06-01 103.9927
## 1159 2015-07-01 104.5150
## 1160 2015-08-01 104.5091
## 1161 2015-09-01 104.2038
## 1162 2015-10-01 104.0045
## 1163 2015-11-01 103.3965
## 1164 2015-12-01 102.9179
## 1165 2016-01-01 103.4822
## 1166 2016-02-01 103.2685
## 1167 2016-03-01 102.5263
## 1168 2016-04-01 102.8697
## 1169 2016-05-01 102.7552
## 1170 2016-06-01 103.1249
## 1171 2016-07-01 103.2173
## 1172 2016-08-01 103.1459
## 1173 2016-09-01 102.9898
## 1174 2016-10-01 103.1742
## 1175 2016-11-01 102.9478
## 1176 2016-12-01 103.7675
## 1177 2017-01-01 103.4572
## 1178 2017-02-01 103.7038
## 1179 2017-03-01 103.9162
## 1180 2017-04-01 105.0218
## 1181 2017-05-01 105.0804
## 1182 2017-06-01 105.2828
## 1183 2017-07-01 105.6886
## 1184 2017-08-01 104.7390

This can be readily used, i.e. for plotting

library(ggplot2)
ggplot(df) +
  geom_line(aes(x = date, y = indpro))

Vintage data

When using get_alfred_series for downloading real-time data sets, there will be an additional column for the respective vintage dates.

df_vintages <-
  get_alfred_series("GDPC1", "rgdp",
                    observation_start = "2007-05-31",
                    realtime_start = "2008-05-31", realtime_end = "2009-03-30")
df_vintages
##          date realtime_period    rgdp
## 1  2007-07-01      2008-05-31 11658.9
## 2  2007-10-01      2008-05-31 11675.7
## 3  2008-01-01      2008-05-31 11701.9
## 4  2007-07-01      2008-06-26 11658.9
## 5  2007-10-01      2008-06-26 11675.7
## 6  2008-01-01      2008-06-26 11703.6
## 7  2007-07-01      2008-07-31 11625.7
## 8  2007-10-01      2008-07-31 11620.7
## 9  2008-01-01      2008-07-31 11646.0
## 10 2008-04-01      2008-07-31 11700.6
## 11 2007-07-01      2008-08-28 11625.7
## 12 2007-10-01      2008-08-28 11620.7
## 13 2008-01-01      2008-08-28 11646.0
## 14 2008-04-01      2008-08-28 11740.3
## 15 2007-07-01      2008-09-26 11625.7
## 16 2007-10-01      2008-09-26 11620.7
## 17 2008-01-01      2008-09-26 11646.0
## 18 2008-04-01      2008-09-26 11727.4
## 19 2007-07-01      2008-10-30 11625.7
## 20 2007-10-01      2008-10-30 11620.7
## 21 2008-01-01      2008-10-30 11646.0
## 22 2008-04-01      2008-10-30 11727.4
## 23 2008-07-01      2008-10-30 11720.0
## 24 2007-07-01      2008-11-25 11625.7
## 25 2007-10-01      2008-11-25 11620.7
## 26 2008-01-01      2008-11-25 11646.0
## 27 2008-04-01      2008-11-25 11727.4
## 28 2008-07-01      2008-11-25 11712.3
## 29 2007-07-01      2008-12-23 11625.7
## 30 2007-10-01      2008-12-23 11620.7
## 31 2008-01-01      2008-12-23 11646.0
## 32 2008-04-01      2008-12-23 11727.4
## 33 2008-07-01      2008-12-23 11712.4
## 34 2007-07-01      2009-01-30 11625.7
## 35 2007-10-01      2009-01-30 11620.7
## 36 2008-01-01      2009-01-30 11646.0
## 37 2008-04-01      2009-01-30 11727.4
## 38 2008-07-01      2009-01-30 11712.4
## 39 2008-10-01      2009-01-30 11599.4
## 40 2007-07-01      2009-02-27 11625.7
## 41 2007-10-01      2009-02-27 11620.7
## 42 2008-01-01      2009-02-27 11646.0
## 43 2008-04-01      2009-02-27 11727.4
## 44 2008-07-01      2009-02-27 11712.4
## 45 2008-10-01      2009-02-27 11525.0
## 46 2007-07-01      2009-03-26 11625.7
## 47 2007-10-01      2009-03-26 11620.7
## 48 2008-01-01      2009-03-26 11646.0
## 49 2008-04-01      2009-03-26 11727.4
## 50 2008-07-01      2009-03-26 11712.4
## 51 2008-10-01      2009-03-26 11522.1
## 52 2007-07-01      2009-03-30 11625.7
## 53 2007-10-01      2009-03-30 11620.7
## 54 2008-01-01      2009-03-30 11646.0
## 55 2008-04-01      2009-03-30 11727.4
## 56 2008-07-01      2009-03-30 11712.4
## 57 2008-10-01      2009-03-30 11522.1

Because of its output being a tidy data frame, it is easy to visualise revisions by

library(ggplot2)

ggplot(df_vintages) +
  geom_line(aes(x = date, y = rgdp, colour = as.factor(realtime_period))) +
  theme_bw() +
  theme(
    legend.title = element_blank(),
    legend.position = "bottom"
  )