A quick introduction for downloading FRED and ALFRED data.
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")
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))
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"
)