verticapy.datasets.load_commodities#
- verticapy.datasets.load_commodities(schema: str | None = None, name: str = 'commodities') vDataFrame #
Ingests the commodities dataset into the Vertica database. This dataset is ideal for time series and regression models. If a table with the same name and schema already exists, this function creates a vDataFrame from the input relation.
Parameters#
- schema: str, optional
Schema of the new relation. If empty, the temporary schema is used.
- name: str, optional
Name of the new relation.
Returns#
- vDataFrame
the commodities vDataFrame.
Examples#
If you call this loader without any arguments, the dataset is loaded using the default schema (public).
from verticapy.datasets import load_commodities load_commodities()
📅dateDate123GoldFloat(22)123OilFloat(22)123SpreadFloat(22)123VixFloat(22)123Dol_EurFloat(22)123SP500Float(22)1 1986-01-01 345.561363636364 22.9254545454545 1.05142857142857 18.1213636363636 1.12159999999858 211.779999 2 1986-02-01 339.0525 15.4547368421053 0.736842105263158 20.6242105263158 1.07880000000296 226.919998 3 1986-03-01 346.094736842105 12.6125 0.564 23.564 1.04850000000442 238.899994 4 1986-04-01 340.715909090909 12.8436363636364 0.604090909090909 23.0154545454545 1.05259999999544 235.520004 5 1986-05-01 342.325 15.377619047619 0.642380952380952 18.8875 1.03720000000612 247.350006 6 1986-06-01 342.797619047619 13.4257142857143 0.614761904761905 18.5980952380952 1.0399999999936 250.839996 7 1986-07-01 348.554347826087 11.5845454545455 0.636818181818182 19.6390909090909 1.01029999999446 236.119995 8 1986-08-01 376.29 15.0966666666667 0.83952380952381 18.6380952380952 0.979300000000876 252.929993 9 1986-09-01 418.152272727273 14.8666666666667 1.10142857142857 22.7052380952381 0.973200000000361 231.320007 10 1986-10-01 423.863043478261 14.8968181818182 1.14727272727273 22.5239130434783 0.961600000000544 243.979996 11 1986-11-01 396.9825 15.2215789473684 0.973888888888889 18.6315789473684 0.967399999999543 249.220001 12 1986-12-01 391.595238095238 16.107619047619 0.840909090909091 19.7586363636364 0.957399999999325 242.169998 13 1987-01-01 408.52380952381 18.6514285714286 0.8585 20.7666666666667 0.900400000000445 274.079987 14 1987-02-01 401.045 17.7489473684211 0.852631578947368 23.4463157894737 0.882600000000821 284.200012 15 1987-03-01 408.847727272727 18.3028571428571 0.824090909090909 21.8372727272727 0.883599999999206 291.700012 16 1987-04-01 439.665 18.6771428571429 0.998571428571429 26.8814285714286 0.872100000000501 288.359985 17 1987-05-01 461.65 19.4375 0.8515 25.4115 0.861100000000079 290.100006 18 1987-06-01 449.277272727273 20.0731818181818 0.829090909090909 21.6245454545455 0.876500000000306 304.0 19 1987-07-01 450.330434782609 21.3421739130435 1.00454545454545 17.8009090909091 0.888600000000224 318.660004 20 1987-08-01 460.9875 20.3109523809524 1.00761904761905 20.8490476190476 0.89600000000064 329.799988 21 1987-09-01 460.120454545455 19.53 1.07809523809524 22.8938095238095 0.873499999999694 321.829987 22 1987-10-01 465.763636363636 19.8590909090909 1.12238095238095 58.2195454545455 0.868599999999788 251.789993 23 1987-11-01 468.140476190476 18.854 1.16789473684211 49.4365 0.814700000000812 230.300003 24 1987-12-01 487.078571428571 17.2745454545455 1.13 41.7640909090909 0.791400000000067 247.080002 25 1988-01-01 477.7575 17.1295 1.03578947368421 38.3365 0.800100000000384 257.070007 26 1988-02-01 442.12380952381 16.7957142857143 1.0315 33.674 0.822000000000116 267.820007 27 1988-03-01 443.491304347826 16.1973913043478 1.10304347826087 29.3569565217391 0.810900000000402 258.890015 28 1988-04-01 451.557894736842 17.8625 1.129 27.405 0.805700000000798 261.329987 29 1988-05-01 451.32 17.4236363636364 1.09333333333333 25.7166666666667 0.813099999999395 262.160004 30 1988-06-01 451.656818181818 16.5277272727273 0.895454545454546 25.2709090909091 0.842500000000655 273.5 31 1988-07-01 437.452380952381 15.4975 0.777 23.644 0.886300000000119 272.019989 32 1988-08-01 431.063636363636 15.5234782608696 0.631739130434783 23.7073913043478 0.905899999999747 261.519989 33 1988-09-01 413.438636363636 14.5354545454545 0.513809523809524 19.5242857142857 0.900299999999334 271.910004 34 1988-10-01 406.390476190476 13.7704761904762 0.4415 20.4819047619048 0.87960000000021 278.970001 35 1988-11-01 419.965909090909 14.1413636363636 0.2965 21.6590476190476 0.844499999999243 273.700012 36 1988-12-01 419.2475 16.382380952381 0.0171428571428571 17.7542857142857 0.843999999999141 277.720001 37 1989-01-01 404.445238095238 18.0242857142857 -0.084 17.7580952380952 0.880499999999302 297.470001 38 1989-02-01 387.9725 17.9365 -0.202631578947368 18.3126315789474 0.888899999999921 288.859985 39 1989-03-01 390.27380952381 19.4840909090909 -0.321818181818182 17.4754545454545 0.896699999999328 294.869995 40 1989-04-01 384.72 21.069 -0.276 16.8875 0.899199999999837 309.640015 41 1989-05-01 371.35 20.1234782608696 -0.158636363636364 17.435 0.9375 320.519989 42 1989-06-01 367.727272727273 20.0504545454545 -0.129090909090909 16.7322727272727 0.955400000000736 317.980011 43 1989-07-01 375.209523809524 19.7814285714286 0.199 18.0565 0.914000000000669 346.079987 44 1989-08-01 365.547727272727 18.5778260869565 -0.0321739130434783 19.3234782608696 0.927799999999479 351.450012 45 1989-09-01 361.797619047619 19.5914285714286 -0.094 16.7465 0.941100000000006 349.149994 46 1989-10-01 366.8 20.0977272727273 0.0285714285714286 21.9509090909091 0.907199999999648 340.359985 47 1989-11-01 394.361363636364 19.8559090909091 0.0785714285714286 20.932380952381 0.893899999999121 345.98999 48 1989-12-01 409.655263157895 21.1 0.059 18.235 0.856499999999869 353.399994 49 1990-01-01 410.118181818182 22.8631818181818 0.121428571428571 23.4990909090909 0.831899999999223 329.079987 50 1990-02-01 416.5425 22.113 0.102631578947368 23.3268421052632 0.820799999999508 331.890015 51 1990-03-01 393.661363636364 20.3877272727273 -0.0381818181818182 18.8313636363636 0.835100000000239 339.940002 52 1990-04-01 374.928947368421 18.4255 0.0615 20.4575 0.82510000000002 330.799988 53 1990-05-01 368.854761904762 18.1995454545455 0.115909090909091 18.1518181818182 0.811400000000504 361.230011 54 1990-06-01 352.657142857143 16.6952380952381 0.129047619047619 17.5828571428571 0.817699999999604 358.019989 55 1990-07-01 361.820454545455 18.4540909090909 0.314285714285714 18.9328571428571 0.792699999999968 356.149994 56 1990-08-01 394.861363636364 27.3073913043478 0.691304347826087 27.7752173913043 0.759899999999106 322.559998 57 1990-09-01 389.56 33.5075 0.813684210526316 28.8189473684211 0.761699999999109 306.049988 58 1990-10-01 381.332608695652 36.0395652173913 0.841818181818182 30.1304347826087 0.739799999999377 304.0 59 1990-11-01 381.865909090909 32.3322727272727 0.7935 25.1066666666667 0.72400000000016 322.220001 60 1990-12-01 378.160526315789 27.281 0.761 22.5845 0.731999999999971 330.220001 61 1991-01-01 384.590909090909 25.2340909090909 0.967619047619048 26.9318181818182 0.736699999999473 343.929993 62 1991-02-01 363.7475 20.4775 0.987894736842105 22.1126315789474 0.722599999999147 367.070007 63 1991-03-01 363.39 19.9015 1.007 19.0410526315789 0.781800000000658 375.220001 64 1991-04-01 358.054761904762 20.83 1.09090909090909 18.9272727272727 0.826699999999619 375.339996 65 1991-05-01 357.116666666667 21.2322727272727 1.28409090909091 17.1804545454545 0.83389999999963 389.829987 66 1991-06-01 366.36 20.189 1.328 17.575 0.868700000000899 371.160004 67 1991-07-01 368.013043478261 21.4030434782609 1.355 17.6695454545455 0.870699999999488 387.809998 68 1991-08-01 356.721428571429 21.6936363636364 1.46681818181818 15.9327272727273 0.850300000000061 395.429993 69 1991-09-01 348.459523809524 21.8865 1.4685 17.029 0.828100000000632 387.859985 70 1991-10-01 358.826086956522 23.2308695652174 1.615 16.8463636363636 0.82550000000083 392.450012 71 1991-11-01 359.959523809524 22.4609523809524 1.85842105263158 17.6815 0.795000000000073 375.220001 72 1991-12-01 361.875 19.4980952380952 2.06285714285714 18.0185714285714 0.768099999999322 417.089996 73 1992-01-01 354.436363636364 18.7854545454545 2.07428571428571 17.4995454545455 0.770599999999831 408.779999 74 1992-02-01 353.8525 19.0125 2.12578947368421 17.0505263157895 0.791999999999462 412.700012 75 1992-03-01 344.640909090909 18.9218181818182 1.85727272727273 16.2227272727273 0.812700000000404 403.690002 76 1992-04-01 338.7275 20.23 2.13619047619048 16.1885714285714 0.804899999999179 414.950012 77 1992-05-01 337.039473684211 20.9755 2.1665 14.728 0.78859999999986 415.350006 78 1992-06-01 340.784090909091 22.3845454545455 2.21363636363636 14.7531818181818 0.767900000000736 408.140015 79 1992-07-01 352.452173913043 21.7752173913043 2.48909090909091 13.3036363636364 0.729799999999159 424.209991 80 1992-08-01 343.6025 21.3390476190476 2.39285714285714 14.422380952381 0.71349999999984 414.029999 81 1992-09-01 345.3 21.8813636363636 2.52095238095238 14.2585714285714 0.721999999999753 417.799988 82 1992-10-01 344.277272727273 21.6859090909091 2.50619047619048 17.4786363636364 0.755199999999604 418.679993 83 1992-11-01 334.923809523809 20.3385 2.29368421052632 14.594 0.807199999999284 431.350006 84 1992-12-01 334.657142857143 19.4140909090909 2.09636363636364 12.7813636363636 0.807199999999284 435.709991 85 1993-01-01 328.9925 19.032 2.21 12.584 0.825000000000728 438.779999 86 1993-02-01 329.31 20.0861111111111 2.16052631578947 13.6247368421053 0.845300000000861 443.380005 87 1993-03-01 329.973913043478 20.3221739130435 2.02565217391304 13.6930434782609 0.848400000000766 451.670013 88 1993-04-01 341.9475 20.2525 2.13190476190476 13.4566666666667 0.820100000000821 440.190002 89 1993-05-01 367.044736842105 19.9495 2.0585 13.4855 0.821200000000317 450.190002 90 1993-06-01 371.913636363636 19.0940909090909 1.79909090909091 12.9731818181818 0.844300000000658 450.529999 91 1993-07-01 392.034090909091 17.89 1.73333333333333 11.8695 0.878399999999601 448.130005 92 1993-08-01 379.795238095238 18.0109090909091 1.67636363636364 11.9531818181818 0.882400000000416 463.559998 93 1993-09-01 355.561363636364 17.5042857142857 1.51285714285714 12.649 0.848200000000361 458.929993 94 1993-10-01 364.004761904762 18.1533333333333 1.4595 11.3752380952381 0.859300000000076 467.829987 95 1993-11-01 373.938636363636 16.6090476190476 1.5685 13.3709523809524 0.885800000000018 461.790009 96 1993-12-01 383.242857142857 14.5147619047619 1.56181818181818 10.8645454545455 0.885800000000018 466.450012 97 1994-01-01 387.11 15.0266666666667 1.6105 10.6052380952381 0.897499999999127 481.609985 98 1994-02-01 381.6575 14.7810526315789 1.49894736842105 12.8852631578947 0.894800000000032 467.140015 99 1994-03-01 384.0 14.6808695652174 1.48739130434783 14.2408695652174 0.876000000000204 445.769989 100 1994-04-01 377.907894736842 16.42 1.42263157894737 15.3347368421053 0.877300000000105 450.910004 Rows: 1-100 | Columns: 7