stinoco commited on
Commit
4aba40c
·
1 Parent(s): 23a5a30

fixed issue with markets

Browse files
data/som_data.csv CHANGED
@@ -1,38 +1,38 @@
1
  ds;y;precio_hl
2
- 2019-09-01;0.020915653261496473;7401.807657174472
3
- 2019-10-01;0.020581492528706422;7690.883661312737
4
- 2019-11-01;0.020928808454534462;7543.184995957615
5
- 2019-12-01;0.018754425666550188;7310.693659862146
6
- 2020-01-01;0.02302447244897762;7238.999879400494
7
- 2020-02-01;0.022806337555348007;7384.595116461657
8
- 2020-03-01;0.022806150221354564;7606.022219882967
9
- 2020-04-01;0.024818567088805782;6641.800669106801
10
- 2020-05-01;0.0274311269204994;6541.786707784563
11
- 2020-06-01;0.026539351889114132;6670.899239709285
12
- 2020-07-01;0.034426844435406806;6880.257062804495
13
- 2020-08-01;0.034388557604764836;6859.994191302926
14
- 2020-09-01;0.03214360739132953;6650.605461375102
15
- 2020-10-01;0.030103086698821023;7109.852838006651
16
- 2020-11-01;0.02655257622967919;7113.3090297969875
17
- 2020-12-01;0.02734047812743239;7197.972073541302
18
- 2021-01-01;0.026089987008928173;6374.009481095359
19
- 2021-02-01;0.025612409955957597;7011.995289620221
20
- 2021-03-01;0.02240233628534395;7282.817007379381
21
- 2021-04-01;0.024883998075455216;7897.530131607511
22
- 2021-05-01;0.02376304605512934;7500.698636152339
23
- 2021-06-01;0.02368671149006748;7954.630801419836
24
- 2021-07-01;0.020318662312505783;7258.247057883863
25
- 2021-08-01;0.01968912735303638;7534.222846892518
26
- 2021-09-01;0.01945239533267099;6536.559231045296
27
- 2021-10-01;0.023854422999473247;7027.180461980301
28
- 2021-11-01;0.02308125053238265;7523.51279634985
29
- 2021-12-01;0.02004340977554878;7459.715436564322
30
- 2022-01-01;0.020192252849173826;7050.156843690086
31
- 2022-02-01;0.021809051071164234;6949.758834627189
32
- 2022-03-01;0.0230171214550591;7032.027423804479
33
- 2022-04-01;0.02648682876822832;7692.4848674508
34
- 2022-05-01;0.02349760546286519;7462.713414643129
35
- 2022-06-01;0.023459162166123263;7658.313830664824
36
- 2022-07-01;0.023312392516184378;7667.218777734914
37
- 2022-08-01;0.027115976192388886;7143.871781123152
38
- 2022-09-01;0.028064184905544503;7530.285881422287
 
1
  ds;y;precio_hl
2
+ 2019-09-01;1.5545454545454547;10448.511784456485
3
+ 2019-10-01;2.376666666666667;11729.334097120081
4
+ 2019-11-01;1.902222222222222;11570.921297749232
5
+ 2019-12-01;1.6324999999999998;11005.28084625491
6
+ 2020-01-01;2.08;10453.77046112335
7
+ 2020-02-01;2.6557142857142857;10244.19360598268
8
+ 2020-03-01;2.2475;11650.165490165158
9
+ 2020-04-01;4.973333333333333;7595.936283374741
10
+ 2020-05-01;5.833333333333333;7919.112539195673
11
+ 2020-06-01;9.67;7680.713961304122
12
+ 2020-07-01;8.1175;7690.570990549102
13
+ 2020-08-01;7.79;8061.262481481593
14
+ 2020-09-01;7.62;7902.078748588976
15
+ 2020-10-01;4.8133333333333335;10924.324741048082
16
+ 2020-11-01;3.9233333333333333;10883.864683066357
17
+ 2020-12-01;3.3983333333333334;10438.376816490027
18
+ 2021-01-01;5.695;6970.107446419481
19
+ 2021-02-01;4.838;9017.61980350299
20
+ 2021-03-01;3.2750000000000004;9915.646935783152
21
+ 2021-04-01;3.7550000000000003;9847.984870645274
22
+ 2021-05-01;3.5714285714285716;10199.771037886117
23
+ 2021-06-01;4.043333333333333;11251.787361321307
24
+ 2021-07-01;4.041666666666667;11154.519693694223
25
+ 2021-08-01;3.388333333333333;11401.056432410276
26
+ 2021-09-01;3.5583333333333336;9749.660168737104
27
+ 2021-10-01;4.198;10084.187487322688
28
+ 2021-11-01;3.5866666666666664;10997.316520055922
29
+ 2021-12-01;3.0366666666666666;10628.139180044009
30
+ 2022-01-01;2.8233333333333337;10272.609662078597
31
+ 2022-02-01;3.486666666666667;10130.846730836418
32
+ 2022-03-01;2.5771428571428574;9576.388320097833
33
+ 2022-04-01;3.015;9863.733401079482
34
+ 2022-05-01;2.632857142857143;10595.293482120867
35
+ 2022-06-01;2.2857142857142856;10355.741417918138
36
+ 2022-07-01;2.8314285714285714;10508.273475443155
37
+ 2022-08-01;2.6966666666666668;10189.105712743185
38
+ 2022-09-01;3.9200000000000004;11127.256665136734
data/volumen_data.csv CHANGED
@@ -1,38 +1,38 @@
1
  ds;y;precio_hl
2
- 2019-09-01;2158.4562666666666;7401.807657174472
3
- 2019-10-01;2150.84358;7690.883661312737
4
- 2019-11-01;1605.3423333333335;7543.184995957615
5
- 2019-12-01;1728.7750285714285;7310.693659862146
6
- 2020-01-01;2948.445853846154;7238.999879400494
7
- 2020-02-01;2742.9243846153845;7384.595116461657
8
- 2020-03-01;2622.698146153846;7606.022219882967
9
- 2020-04-01;1036.4133250000002;6641.800669106801
10
- 2020-05-01;1110.5237666666667;6541.786707784563
11
- 2020-06-01;1220.0236666666667;6670.899239709285
12
- 2020-07-01;1731.5539777777776;6880.257062804495
13
- 2020-08-01;2012.7762555555555;6859.994191302926
14
- 2020-09-01;2566.6432800000002;6650.605461375102
15
- 2020-10-01;2838.76117;7109.852838006651
16
- 2020-11-01;2925.1163727272724;7113.3090297969875
17
- 2020-12-01;3206.5506090909093;7197.972073541302
18
- 2021-01-01;3183.832609090909;6374.009481095359
19
- 2021-02-01;3562.052745454545;7011.995289620221
20
- 2021-03-01;3242.5764750000003;7282.817007379381
21
- 2021-04-01;3452.8987454545454;7897.530131607511
22
- 2021-05-01;3260.101309090909;7500.698636152339
23
- 2021-06-01;2785.2703090909094;7954.630801419836
24
- 2021-07-01;2385.9406833333337;7258.247057883863
25
- 2021-08-01;2321.3464;7534.222846892518
26
- 2021-09-01;2294.8570999999997;6536.559231045296
27
- 2021-10-01;3017.342372727273;7027.180461980301
28
- 2021-11-01;2935.186718181818;7523.51279634985
29
- 2021-12-01;2575.5009750000004;7459.715436564322
30
- 2022-01-01;2873.6602461538464;7050.156843690086
31
- 2022-02-01;2754.920866666667;6949.758834627189
32
- 2022-03-01;3379.66115;7032.027423804479
33
- 2022-04-01;3286.3523099999998;7692.4848674508
34
- 2022-05-01;2847.9890818181816;7462.713414643129
35
- 2022-06-01;2899.5531545454546;7658.313830664824
36
- 2022-07-01;3286.186963636363;7667.218777734914
37
- 2022-08-01;3657.71656;7143.871781123152
38
- 2022-09-01;3827.83348;7530.285881422287
 
1
  ds;y;precio_hl
2
+ 2019-09-01;221.0934;10448.511784456485
3
+ 2019-10-01;303.4620111111111;11729.334097120081
4
+ 2019-11-01;173.82944444444445;11570.921297749232
5
+ 2019-12-01;194.32920000000001;11005.28084625491
6
+ 2020-01-01;331.7077625;10453.77046112335
7
+ 2020-02-01;379.7882142857143;10244.19360598268
8
+ 2020-03-01;281.06208749999996;11650.165490165158
9
+ 2020-04-01;205.07676666666666;7595.936283374741
10
+ 2020-05-01;173.12446666666665;7919.112539195673
11
+ 2020-06-01;362.3223666666666;7680.713961304122
12
+ 2020-07-01;410.24815;7690.570990549102
13
+ 2020-08-01;382.4301666666667;8061.262481481593
14
+ 2020-09-01;430.93932499999994;7902.078748588976
15
+ 2020-10-01;358.4594;10924.324741048082
16
+ 2020-11-01;451.2238333333333;10883.864683066357
17
+ 2020-12-01;463.7704833333334;10438.376816490027
18
+ 2021-01-01;805.558825;6970.107446419481
19
+ 2021-02-01;758.99924;9017.61980350299
20
+ 2021-03-01;563.7396;9915.646935783152
21
+ 2021-04-01;673.2626833333334;9847.984870645274
22
+ 2021-05-01;653.7458285714285;10199.771037886117
23
+ 2021-06-01;617.76465;11251.787361321307
24
+ 2021-07-01;576.7955333333333;11154.519693694223
25
+ 2021-08-01;474.37556666666666;11401.056432410276
26
+ 2021-09-01;501.55016666666666;9749.660168737104
27
+ 2021-10-01;652.98368;10084.187487322688
28
+ 2021-11-01;584.7493333333333;10997.316520055922
29
+ 2021-12-01;517.8049;10628.139180044009
30
+ 2022-01-01;522.94985;10272.609662078597
31
+ 2022-02-01;539.4855166666666;10130.846730836418
32
+ 2022-03-01;498.68847142857146;9576.388320097833
33
+ 2022-04-01;564.2046333333334;9863.733401079482
34
+ 2022-05-01;437.78815714285713;10595.293482120867
35
+ 2022-06-01;449.8655142857143;10355.741417918138
36
+ 2022-07-01;596.7332714285715;10508.273475443155
37
+ 2022-08-01;533.2235833333333;10189.105712743185
38
+ 2022-09-01;765.64652;11127.256665136734
models/som_model.json CHANGED
@@ -1 +1 @@
1
- {"growth": "linear", "n_changepoints": 25, "specified_changepoints": false, "changepoint_range": 0.8, "yearly_seasonality": "auto", "weekly_seasonality": "auto", "daily_seasonality": "auto", "seasonality_mode": "additive", "seasonality_prior_scale": 10.0, "changepoint_prior_scale": 0.05, "holidays_prior_scale": 10.0, "mcmc_samples": 0, "interval_width": 0.8, "uncertainty_samples": 1000, "y_scale": 0.034426844435406806, "logistic_floor": false, "country_holidays": null, "component_modes": {"additive": ["yearly", "precio_hl", "additive_terms", "extra_regressors_additive", "holidays"], "multiplicative": ["multiplicative_terms", "extra_regressors_multiplicative"]}, "changepoints": "{\"name\":\"ds\",\"index\":[1,2,3,4,6,7,8,9,10,11,12,13,15,16,17,18,19,20,21,22,24,25,26,27,28],\"data\":[\"2019-10-01T00:00:00.000\",\"2019-11-01T00:00:00.000\",\"2019-12-01T00:00:00.000\",\"2020-01-01T00:00:00.000\",\"2020-03-01T00:00:00.000\",\"2020-04-01T00:00:00.000\",\"2020-05-01T00:00:00.000\",\"2020-06-01T00:00:00.000\",\"2020-07-01T00:00:00.000\",\"2020-08-01T00:00:00.000\",\"2020-09-01T00:00:00.000\",\"2020-10-01T00:00:00.000\",\"2020-12-01T00:00:00.000\",\"2021-01-01T00:00:00.000\",\"2021-02-01T00:00:00.000\",\"2021-03-01T00:00:00.000\",\"2021-04-01T00:00:00.000\",\"2021-05-01T00:00:00.000\",\"2021-06-01T00:00:00.000\",\"2021-07-01T00:00:00.000\",\"2021-09-01T00:00:00.000\",\"2021-10-01T00:00:00.000\",\"2021-11-01T00:00:00.000\",\"2021-12-01T00:00:00.000\",\"2022-01-01T00:00:00.000\"]}", "history_dates": "{\"name\":\"ds\",\"index\":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36],\"data\":[\"2019-09-01T00:00:00.000\",\"2019-10-01T00:00:00.000\",\"2019-11-01T00:00:00.000\",\"2019-12-01T00:00:00.000\",\"2020-01-01T00:00:00.000\",\"2020-02-01T00:00:00.000\",\"2020-03-01T00:00:00.000\",\"2020-04-01T00:00:00.000\",\"2020-05-01T00:00:00.000\",\"2020-06-01T00:00:00.000\",\"2020-07-01T00:00:00.000\",\"2020-08-01T00:00:00.000\",\"2020-09-01T00:00:00.000\",\"2020-10-01T00:00:00.000\",\"2020-11-01T00:00:00.000\",\"2020-12-01T00:00:00.000\",\"2021-01-01T00:00:00.000\",\"2021-02-01T00:00:00.000\",\"2021-03-01T00:00:00.000\",\"2021-04-01T00:00:00.000\",\"2021-05-01T00:00:00.000\",\"2021-06-01T00:00:00.000\",\"2021-07-01T00:00:00.000\",\"2021-08-01T00:00:00.000\",\"2021-09-01T00:00:00.000\",\"2021-10-01T00:00:00.000\",\"2021-11-01T00:00:00.000\",\"2021-12-01T00:00:00.000\",\"2022-01-01T00:00:00.000\",\"2022-02-01T00:00:00.000\",\"2022-03-01T00:00:00.000\",\"2022-04-01T00:00:00.000\",\"2022-05-01T00:00:00.000\",\"2022-06-01T00:00:00.000\",\"2022-07-01T00:00:00.000\",\"2022-08-01T00:00:00.000\",\"2022-09-01T00:00:00.000\"]}", "train_holiday_names": null, "start": 1567296000.0, "t_scale": 94694400.0, "holidays": null, "history": "{\"schema\":{\"fields\":[{\"name\":\"ds\",\"type\":\"datetime\"},{\"name\":\"y\",\"type\":\"number\"},{\"name\":\"precio_hl\",\"type\":\"number\"},{\"name\":\"floor\",\"type\":\"integer\"},{\"name\":\"t\",\"type\":\"number\"},{\"name\":\"y_scaled\",\"type\":\"number\"}],\"pandas_version\":\"1.4.0\"},\"data\":[{\"ds\":\"2019-09-01T00:00:00.000\",\"y\":0.0209156533,\"precio_hl\":0.4383736274,\"floor\":0,\"t\":0.0,\"y_scaled\":0.6075390761},{\"ds\":\"2019-10-01T00:00:00.000\",\"y\":0.0205814925,\"precio_hl\":1.162364969,\"floor\":0,\"t\":0.0273722628,\"y_scaled\":0.5978326758},{\"ds\":\"2019-11-01T00:00:00.000\",\"y\":0.0209288085,\"precio_hl\":0.7924534116,\"floor\":0,\"t\":0.0556569343,\"y_scaled\":0.6079211963},{\"ds\":\"2019-12-01T00:00:00.000\",\"y\":0.0187544257,\"precio_hl\":0.2101784669,\"floor\":0,\"t\":0.0830291971,\"y_scaled\":0.5447616816},{\"ds\":\"2020-01-01T00:00:00.000\",\"y\":0.0230244724,\"precio_hl\":0.0306212724,\"floor\":0,\"t\":0.1113138686,\"y_scaled\":0.6687941584},{\"ds\":\"2020-02-01T00:00:00.000\",\"y\":0.0228063376,\"precio_hl\":0.39526479,\"floor\":0,\"t\":0.1395985401,\"y_scaled\":0.6624579722},{\"ds\":\"2020-03-01T00:00:00.000\",\"y\":0.0228061502,\"precio_hl\":0.9498293453,\"floor\":0,\"t\":0.1660583942,\"y_scaled\":0.6624525307},{\"ds\":\"2020-04-01T00:00:00.000\",\"y\":0.0248185671,\"precio_hl\":-1.4650651604,\"floor\":0,\"t\":0.1943430657,\"y_scaled\":0.7209074051},{\"ds\":\"2020-05-01T00:00:00.000\",\"y\":0.0274311269,\"precio_hl\":-1.7155502958,\"floor\":0,\"t\":0.2217153285,\"y_scaled\":0.7967946924},{\"ds\":\"2020-06-01T00:00:00.000\",\"y\":0.0265393519,\"precio_hl\":-1.3921877411,\"floor\":0,\"t\":0.25,\"y_scaled\":0.7708912137},{\"ds\":\"2020-07-01T00:00:00.000\",\"y\":0.0344268444,\"precio_hl\":-0.8678507189,\"floor\":0,\"t\":0.2773722628,\"y_scaled\":1.0},{\"ds\":\"2020-08-01T00:00:00.000\",\"y\":0.0343885576,\"precio_hl\":-0.9185991148,\"floor\":0,\"t\":0.3056569343,\"y_scaled\":0.9988878786},{\"ds\":\"2020-09-01T00:00:00.000\",\"y\":0.0321436074,\"precio_hl\":-1.4430135433,\"floor\":0,\"t\":0.3339416058,\"y_scaled\":0.9336785848},{\"ds\":\"2020-10-01T00:00:00.000\",\"y\":0.0301030867,\"precio_hl\":-0.2928277113,\"floor\":0,\"t\":0.3613138686,\"y_scaled\":0.8744073758},{\"ds\":\"2020-11-01T00:00:00.000\",\"y\":0.0265525762,\"precio_hl\":-0.2841716731,\"floor\":0,\"t\":0.3895985401,\"y_scaled\":0.7712753424},{\"ds\":\"2020-12-01T00:00:00.000\",\"y\":0.0273404781,\"precio_hl\":-0.0721329368,\"floor\":0,\"t\":0.4169708029,\"y_scaled\":0.7941616078},{\"ds\":\"2021-01-01T00:00:00.000\",\"y\":0.026089987,\"precio_hl\":-2.135748644,\"floor\":0,\"t\":0.4452554745,\"y_scaled\":0.757838467},{\"ds\":\"2021-02-01T00:00:00.000\",\"y\":0.02561241,\"precio_hl\":-0.5379121069,\"floor\":0,\"t\":0.473540146,\"y_scaled\":0.7439662384},{\"ds\":\"2021-03-01T00:00:00.000\",\"y\":0.0224023363,\"precio_hl\":0.1403613436,\"floor\":0,\"t\":0.4990875912,\"y_scaled\":0.6507229069},{\"ds\":\"2021-04-01T00:00:00.000\",\"y\":0.0248839981,\"precio_hl\":1.6799114036,\"floor\":0,\"t\":0.5273722628,\"y_scaled\":0.7228079856},{\"ds\":\"2021-05-01T00:00:00.000\",\"y\":0.0237630461,\"precio_hl\":0.6860462516,\"floor\":0,\"t\":0.5547445255,\"y_scaled\":0.6902475799},{\"ds\":\"2021-06-01T00:00:00.000\",\"y\":0.0236867115,\"precio_hl\":1.8229201277,\"floor\":0,\"t\":0.5830291971,\"y_scaled\":0.6880302821},{\"ds\":\"2021-07-01T00:00:00.000\",\"y\":0.0203186623,\"precio_hl\":0.0788258635,\"floor\":0,\"t\":0.6104014599,\"y_scaled\":0.5901982202},{\"ds\":\"2021-08-01T00:00:00.000\",\"y\":0.0196891274,\"precio_hl\":0.7700076941,\"floor\":0,\"t\":0.6386861314,\"y_scaled\":0.5719120551},{\"ds\":\"2021-09-01T00:00:00.000\",\"y\":0.0194523953,\"precio_hl\":-1.7286425202,\"floor\":0,\"t\":0.6669708029,\"y_scaled\":0.5650356764},{\"ds\":\"2021-10-01T00:00:00.000\",\"y\":0.023854423,\"precio_hl\":-0.499880817,\"floor\":0,\"t\":0.6943430657,\"y_scaled\":0.6929018152},{\"ds\":\"2021-11-01T00:00:00.000\",\"y\":0.0230812505,\"precio_hl\":0.7431843544,\"floor\":0,\"t\":0.7226277372,\"y_scaled\":0.670443397},{\"ds\":\"2021-12-01T00:00:00.000\",\"y\":0.0200434098,\"precio_hl\":0.5834037589,\"floor\":0,\"t\":0.75,\"y_scaled\":0.5822029322},{\"ds\":\"2022-01-01T00:00:00.000\",\"y\":0.0201922528,\"precio_hl\":-0.4423364301,\"floor\":0,\"t\":0.7782846715,\"y_scaled\":0.5865263918},{\"ds\":\"2022-02-01T00:00:00.000\",\"y\":0.0218090511,\"precio_hl\":-0.6937834137,\"floor\":0,\"t\":0.8065693431,\"y_scaled\":0.6334896918},{\"ds\":\"2022-03-01T00:00:00.000\",\"y\":0.0230171215,\"precio_hl\":-0.4877415929,\"floor\":0,\"t\":0.8321167883,\"y_scaled\":0.6685806333},{\"ds\":\"2022-04-01T00:00:00.000\",\"y\":0.0264868288,\"precio_hl\":1.1663751925,\"floor\":0,\"t\":0.8604014599,\"y_scaled\":0.7693655693},{\"ds\":\"2022-05-01T00:00:00.000\",\"y\":0.0234976055,\"precio_hl\":0.5909122,\"floor\":0,\"t\":0.8877737226,\"y_scaled\":0.6825373004},{\"ds\":\"2022-06-01T00:00:00.000\",\"y\":0.0234591622,\"precio_hl\":1.080793773,\"floor\":0,\"t\":0.9160583942,\"y_scaled\":0.6814206341},{\"ds\":\"2022-07-01T00:00:00.000\",\"y\":0.0233123925,\"precio_hl\":1.103096228,\"floor\":0,\"t\":0.9434306569,\"y_scaled\":0.6771574014},{\"ds\":\"2022-08-01T00:00:00.000\",\"y\":0.0271159762,\"precio_hl\":-0.2076272107,\"floor\":0,\"t\":0.9717153285,\"y_scaled\":0.7876404776},{\"ds\":\"2022-09-01T00:00:00.000\",\"y\":0.0280641849,\"precio_hl\":0.7601475575,\"floor\":0,\"t\":1.0,\"y_scaled\":0.8151831911}]}", "train_component_cols": "{\"schema\":{\"fields\":[{\"name\":\"additive_terms\",\"type\":\"integer\"},{\"name\":\"extra_regressors_additive\",\"type\":\"integer\"},{\"name\":\"precio_hl\",\"type\":\"integer\"},{\"name\":\"yearly\",\"type\":\"integer\"},{\"name\":\"multiplicative_terms\",\"type\":\"integer\"}],\"pandas_version\":\"1.4.0\"},\"data\":[{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":1,\"precio_hl\":1,\"yearly\":0,\"multiplicative_terms\":0}]}", "changepoints_t": [0.02737226277372263, 0.055656934306569344, 0.08302919708029197, 0.11131386861313869, 0.16605839416058393, 0.19434306569343066, 0.22171532846715328, 0.25, 0.2773722627737226, 0.3056569343065693, 0.33394160583941607, 0.3613138686131387, 0.416970802919708, 0.44525547445255476, 0.47354014598540145, 0.4990875912408759, 0.5273722627737226, 0.5547445255474452, 0.583029197080292, 0.6104014598540146, 0.666970802919708, 0.6943430656934306, 0.7226277372262774, 0.75, 0.7782846715328468], "seasonalities": [["yearly"], {"yearly": {"period": 365.25, "fourier_order": 10, "prior_scale": 10.0, "mode": "additive", "condition_name": null}}], "extra_regressors": [["precio_hl"], {"precio_hl": {"prior_scale": 10.0, "standardize": "auto", "mu": 7226.773386395456, "std": 399.28102386270757, "mode": "additive"}}], "fit_kwargs": {}, "params": {"lp__": [[71.1189]], "k": [[0.0095662]], "m": [[0.745678]], "delta": [[5.52743e-10, -2.41911e-10, -4.086e-10, 9.19514e-11, 5.14592e-10, 2.81605e-10, -1.01419e-09, -6.85263e-10, -4.26841e-11, -1.86213e-08, -1.53187e-05, -1.42724e-09, -0.000121743, -1.05024e-09, 4.24914e-10, -3.18284e-11, 3.81797e-11, -3.93796e-10, 2.26512e-10, -5.3171e-10, 5.76511e-10, 7.43769e-10, 4.12244e-10, 8.77491e-10, 9.04302e-11]], "sigma_obs": [[0.0885994]], "beta": [[0.0177307, -0.0386553, 0.248261, -0.199688, -0.56936, -0.030792, -0.27958, 0.122895, -0.445443, 0.680636, 0.391277, 0.0784374, -0.296242, -0.722254, -0.243212, -0.152836, -0.561712, -0.12267, 0.174095, 0.237231, -0.0650317]], "trend": [[0.745678, 0.74594, 0.74621, 0.746472, 0.746743, 0.747013, 0.747266, 0.747537, 0.747799, 0.748069, 0.748331, 0.748602, 0.748872, 0.749134, 0.749404, 0.749665, 0.749932, 0.750199, 0.75044, 0.750706, 0.750964, 0.751231, 0.751489, 0.751756, 0.752023, 0.752281, 0.752547, 0.752805, 0.753072, 0.753339, 0.75358, 0.753846, 0.754105, 0.754371, 0.754629, 0.754896, 0.755163]]}, "__prophet_version": "1.1.4"}
 
1
+ {"growth": "linear", "n_changepoints": 25, "specified_changepoints": false, "changepoint_range": 0.8, "yearly_seasonality": "auto", "weekly_seasonality": "auto", "daily_seasonality": "auto", "seasonality_mode": "additive", "seasonality_prior_scale": 10.0, "changepoint_prior_scale": 0.05, "holidays_prior_scale": 10.0, "mcmc_samples": 0, "interval_width": 0.8, "uncertainty_samples": 1000, "y_scale": 9.67, "logistic_floor": false, "country_holidays": null, "component_modes": {"additive": ["yearly", "precio_hl", "additive_terms", "extra_regressors_additive", "holidays"], "multiplicative": ["multiplicative_terms", "extra_regressors_multiplicative"]}, "changepoints": "{\"name\":\"ds\",\"index\":[1,2,3,4,6,7,8,9,10,11,12,13,15,16,17,18,19,20,21,22,24,25,26,27,28],\"data\":[\"2019-10-01T00:00:00.000\",\"2019-11-01T00:00:00.000\",\"2019-12-01T00:00:00.000\",\"2020-01-01T00:00:00.000\",\"2020-03-01T00:00:00.000\",\"2020-04-01T00:00:00.000\",\"2020-05-01T00:00:00.000\",\"2020-06-01T00:00:00.000\",\"2020-07-01T00:00:00.000\",\"2020-08-01T00:00:00.000\",\"2020-09-01T00:00:00.000\",\"2020-10-01T00:00:00.000\",\"2020-12-01T00:00:00.000\",\"2021-01-01T00:00:00.000\",\"2021-02-01T00:00:00.000\",\"2021-03-01T00:00:00.000\",\"2021-04-01T00:00:00.000\",\"2021-05-01T00:00:00.000\",\"2021-06-01T00:00:00.000\",\"2021-07-01T00:00:00.000\",\"2021-09-01T00:00:00.000\",\"2021-10-01T00:00:00.000\",\"2021-11-01T00:00:00.000\",\"2021-12-01T00:00:00.000\",\"2022-01-01T00:00:00.000\"]}", "history_dates": "{\"name\":\"ds\",\"index\":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36],\"data\":[\"2019-09-01T00:00:00.000\",\"2019-10-01T00:00:00.000\",\"2019-11-01T00:00:00.000\",\"2019-12-01T00:00:00.000\",\"2020-01-01T00:00:00.000\",\"2020-02-01T00:00:00.000\",\"2020-03-01T00:00:00.000\",\"2020-04-01T00:00:00.000\",\"2020-05-01T00:00:00.000\",\"2020-06-01T00:00:00.000\",\"2020-07-01T00:00:00.000\",\"2020-08-01T00:00:00.000\",\"2020-09-01T00:00:00.000\",\"2020-10-01T00:00:00.000\",\"2020-11-01T00:00:00.000\",\"2020-12-01T00:00:00.000\",\"2021-01-01T00:00:00.000\",\"2021-02-01T00:00:00.000\",\"2021-03-01T00:00:00.000\",\"2021-04-01T00:00:00.000\",\"2021-05-01T00:00:00.000\",\"2021-06-01T00:00:00.000\",\"2021-07-01T00:00:00.000\",\"2021-08-01T00:00:00.000\",\"2021-09-01T00:00:00.000\",\"2021-10-01T00:00:00.000\",\"2021-11-01T00:00:00.000\",\"2021-12-01T00:00:00.000\",\"2022-01-01T00:00:00.000\",\"2022-02-01T00:00:00.000\",\"2022-03-01T00:00:00.000\",\"2022-04-01T00:00:00.000\",\"2022-05-01T00:00:00.000\",\"2022-06-01T00:00:00.000\",\"2022-07-01T00:00:00.000\",\"2022-08-01T00:00:00.000\",\"2022-09-01T00:00:00.000\"]}", "train_holiday_names": null, "start": 1567296000.0, "t_scale": 94694400.0, "holidays": null, "history": "{\"schema\":{\"fields\":[{\"name\":\"ds\",\"type\":\"datetime\"},{\"name\":\"y\",\"type\":\"number\"},{\"name\":\"precio_hl\",\"type\":\"number\"},{\"name\":\"floor\",\"type\":\"integer\"},{\"name\":\"t\",\"type\":\"number\"},{\"name\":\"y_scaled\",\"type\":\"number\"}],\"pandas_version\":\"1.4.0\"},\"data\":[{\"ds\":\"2019-09-01T00:00:00.000\",\"y\":1.5545454545,\"precio_hl\":0.3485927863,\"floor\":0,\"t\":0.0,\"y_scaled\":0.1607596127},{\"ds\":\"2019-10-01T00:00:00.000\",\"y\":2.3766666667,\"precio_hl\":1.3462067864,\"floor\":0,\"t\":0.0273722628,\"y_scaled\":0.2457773182},{\"ds\":\"2019-11-01T00:00:00.000\",\"y\":1.9022222222,\"precio_hl\":1.2228213449,\"floor\":0,\"t\":0.0556569343,\"y_scaled\":0.1967137769},{\"ds\":\"2019-12-01T00:00:00.000\",\"y\":1.6325,\"precio_hl\":0.782252167,\"floor\":0,\"t\":0.0830291971,\"y_scaled\":0.1688210962},{\"ds\":\"2020-01-01T00:00:00.000\",\"y\":2.08,\"precio_hl\":0.3526886936,\"floor\":0,\"t\":0.1113138686,\"y_scaled\":0.215098242},{\"ds\":\"2020-02-01T00:00:00.000\",\"y\":2.6557142857,\"precio_hl\":0.1894523081,\"floor\":0,\"t\":0.1395985401,\"y_scaled\":0.2746343625},{\"ds\":\"2020-03-01T00:00:00.000\",\"y\":2.2475,\"precio_hl\":1.2845435019,\"floor\":0,\"t\":0.1660583942,\"y_scaled\":0.2324198552},{\"ds\":\"2020-04-01T00:00:00.000\",\"y\":4.9733333333,\"precio_hl\":-1.8732370709,\"floor\":0,\"t\":0.1943430657,\"y_scaled\":0.5143054119},{\"ds\":\"2020-05-01T00:00:00.000\",\"y\":5.8333333333,\"precio_hl\":-1.621519753,\"floor\":0,\"t\":0.2217153285,\"y_scaled\":0.603240262},{\"ds\":\"2020-06-01T00:00:00.000\",\"y\":9.67,\"precio_hl\":-1.807204962,\"floor\":0,\"t\":0.25,\"y_scaled\":1.0},{\"ds\":\"2020-07-01T00:00:00.000\",\"y\":8.1175,\"precio_hl\":-1.7995274643,\"floor\":0,\"t\":0.2773722628,\"y_scaled\":0.8394519131},{\"ds\":\"2020-08-01T00:00:00.000\",\"y\":7.79,\"precio_hl\":-1.5108012161,\"floor\":0,\"t\":0.3056569343,\"y_scaled\":0.8055842813},{\"ds\":\"2020-09-01T00:00:00.000\",\"y\":7.62,\"precio_hl\":-1.6347871265,\"floor\":0,\"t\":0.3339416058,\"y_scaled\":0.7880041365},{\"ds\":\"2020-10-01T00:00:00.000\",\"y\":4.8133333333,\"precio_hl\":0.7191966259,\"floor\":0,\"t\":0.3613138686,\"y_scaled\":0.4977593933},{\"ds\":\"2020-11-01T00:00:00.000\",\"y\":3.9233333333,\"precio_hl\":0.6876828711,\"floor\":0,\"t\":0.3895985401,\"y_scaled\":0.4057221648},{\"ds\":\"2020-12-01T00:00:00.000\",\"y\":3.3983333333,\"precio_hl\":0.3406988062,\"floor\":0,\"t\":0.4169708029,\"y_scaled\":0.3514305412},{\"ds\":\"2021-01-01T00:00:00.000\",\"y\":5.695,\"precio_hl\":-2.360686113,\"floor\":0,\"t\":0.4452554745,\"y_scaled\":0.5889348501},{\"ds\":\"2021-02-01T00:00:00.000\",\"y\":4.838,\"precio_hl\":-0.7659083109,\"floor\":0,\"t\":0.473540146,\"y_scaled\":0.5003102378},{\"ds\":\"2021-03-01T00:00:00.000\",\"y\":3.275,\"precio_hl\":-0.066447948,\"floor\":0,\"t\":0.4990875912,\"y_scaled\":0.3386763185},{\"ds\":\"2021-04-01T00:00:00.000\",\"y\":3.755,\"precio_hl\":-0.1191489533,\"floor\":0,\"t\":0.5273722628,\"y_scaled\":0.3883143744},{\"ds\":\"2021-05-01T00:00:00.000\",\"y\":3.5714285714,\"precio_hl\":0.1548522114,\"floor\":0,\"t\":0.5547445255,\"y_scaled\":0.3693307726},{\"ds\":\"2021-06-01T00:00:00.000\",\"y\":4.0433333333,\"precio_hl\":0.9742525312,\"floor\":0,\"t\":0.5830291971,\"y_scaled\":0.4181316787},{\"ds\":\"2021-07-01T00:00:00.000\",\"y\":4.0416666667,\"precio_hl\":0.8984921498,\"floor\":0,\"t\":0.6104014599,\"y_scaled\":0.4179593244},{\"ds\":\"2021-08-01T00:00:00.000\",\"y\":3.3883333333,\"precio_hl\":1.0905160547,\"floor\":0,\"t\":0.6386861314,\"y_scaled\":0.350396415},{\"ds\":\"2021-09-01T00:00:00.000\",\"y\":3.5583333333,\"precio_hl\":-0.1957326435,\"floor\":0,\"t\":0.6669708029,\"y_scaled\":0.3679765598},{\"ds\":\"2021-10-01T00:00:00.000\",\"y\":4.198,\"precio_hl\":0.0648258533,\"floor\":0,\"t\":0.6943430657,\"y_scaled\":0.4341261634},{\"ds\":\"2021-11-01T00:00:00.000\",\"y\":3.5866666667,\"precio_hl\":0.7760488683,\"floor\":0,\"t\":0.7226277372,\"y_scaled\":0.3709065839},{\"ds\":\"2021-12-01T00:00:00.000\",\"y\":3.0366666667,\"precio_hl\":0.4885019703,\"floor\":0,\"t\":0.75,\"y_scaled\":0.314029645},{\"ds\":\"2022-01-01T00:00:00.000\",\"y\":2.8233333333,\"precio_hl\":0.2115851638,\"floor\":0,\"t\":0.7782846715,\"y_scaled\":0.2919682868},{\"ds\":\"2022-02-01T00:00:00.000\",\"y\":3.4866666667,\"precio_hl\":0.1011680642,\"floor\":0,\"t\":0.8065693431,\"y_scaled\":0.3605653223},{\"ds\":\"2022-03-01T00:00:00.000\",\"y\":2.5771428571,\"precio_hl\":-0.3306915837,\"floor\":0,\"t\":0.8321167883,\"y_scaled\":0.2665090855},{\"ds\":\"2022-04-01T00:00:00.000\",\"y\":3.015,\"precio_hl\":-0.1068826504,\"floor\":0,\"t\":0.8604014599,\"y_scaled\":0.3117890383},{\"ds\":\"2022-05-01T00:00:00.000\",\"y\":2.6328571429,\"precio_hl\":0.4629189306,\"floor\":0,\"t\":0.8877737226,\"y_scaled\":0.2722706456},{\"ds\":\"2022-06-01T00:00:00.000\",\"y\":2.2857142857,\"precio_hl\":0.2763352877,\"floor\":0,\"t\":0.9160583942,\"y_scaled\":0.2363716945},{\"ds\":\"2022-07-01T00:00:00.000\",\"y\":2.8314285714,\"precio_hl\":0.3951403043,\"floor\":0,\"t\":0.9434306569,\"y_scaled\":0.2928054365},{\"ds\":\"2022-08-01T00:00:00.000\",\"y\":2.6966666667,\"precio_hl\":0.1465451437,\"floor\":0,\"t\":0.9717153285,\"y_scaled\":0.2788693554},{\"ds\":\"2022-09-01T00:00:00.000\",\"y\":3.92,\"precio_hl\":0.8772573706,\"floor\":0,\"t\":1.0,\"y_scaled\":0.405377456}]}", "train_component_cols": "{\"schema\":{\"fields\":[{\"name\":\"additive_terms\",\"type\":\"integer\"},{\"name\":\"extra_regressors_additive\",\"type\":\"integer\"},{\"name\":\"precio_hl\",\"type\":\"integer\"},{\"name\":\"yearly\",\"type\":\"integer\"},{\"name\":\"multiplicative_terms\",\"type\":\"integer\"}],\"pandas_version\":\"1.4.0\"},\"data\":[{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":1,\"precio_hl\":1,\"yearly\":0,\"multiplicative_terms\":0}]}", "changepoints_t": [0.02737226277372263, 0.055656934306569344, 0.08302919708029197, 0.11131386861313869, 0.16605839416058393, 0.19434306569343066, 0.22171532846715328, 0.25, 0.2773722627737226, 0.3056569343065693, 0.33394160583941607, 0.3613138686131387, 0.416970802919708, 0.44525547445255476, 0.47354014598540145, 0.4990875912408759, 0.5273722627737226, 0.5547445255474452, 0.583029197080292, 0.6104014598540146, 0.666970802919708, 0.6943430656934306, 0.7226277372262774, 0.75, 0.7782846715328468], "seasonalities": [["yearly"], {"yearly": {"period": 365.25, "fourier_order": 10, "prior_scale": 10.0, "mode": "additive", "condition_name": null}}], "extra_regressors": [["precio_hl"], {"precio_hl": {"prior_scale": 10.0, "standardize": "auto", "mu": 10000.958503600741, "std": 1283.8856637869674, "mode": "additive"}}], "fit_kwargs": {}, "params": {"lp__": [[75.4542]], "k": [[0.00461851]], "m": [[0.410657]], "delta": [[2.704e-10, -1.05529e-09, -1.37038e-09, -1.38173e-09, -1.86417e-09, -6.40188e-10, -1.16811e-09, -6.33923e-05, -3.36437e-07, -2.10663e-05, -0.000401484, -0.000126293, -0.00025192, -0.000241963, -8.84262e-05, -0.000142507, -1.36717e-05, -0.000133692, -1.81089e-05, -7.13211e-05, -4.58691e-07, -1.02586e-06, -2.23201e-09, 3.48655e-10, -1.16936e-09]], "sigma_obs": [[0.078718]], "beta": [[-0.0624684, 0.000142374, 0.285781, -0.293304, -0.648094, -0.756229, -0.976129, 0.797403, 0.445222, 0.244486, -0.227868, -0.00693184, 0.518904, -0.0548371, -0.727761, -0.967177, -0.812538, 0.511027, 0.188468, 0.348454, -0.188601]], "trend": [[0.410657, 0.410783, 0.410914, 0.41104, 0.411171, 0.411301, 0.411424, 0.411554, 0.411681, 0.411811, 0.411936, 0.412065, 0.412193, 0.412306, 0.412419, 0.412529, 0.412635, 0.412735, 0.412822, 0.412915, 0.413004, 0.413093, 0.413178, 0.413264, 0.41335, 0.413434, 0.41352, 0.413603, 0.413689, 0.413775, 0.413853, 0.413939, 0.414022, 0.414108, 0.414192, 0.414278, 0.414364]]}, "__prophet_version": "1.1.4"}
models/volumen_model.json CHANGED
@@ -1 +1 @@
1
- {"growth": "linear", "n_changepoints": 25, "specified_changepoints": false, "changepoint_range": 0.8, "yearly_seasonality": "auto", "weekly_seasonality": "auto", "daily_seasonality": "auto", "seasonality_mode": "additive", "seasonality_prior_scale": 10.0, "changepoint_prior_scale": 0.05, "holidays_prior_scale": 10.0, "mcmc_samples": 0, "interval_width": 0.8, "uncertainty_samples": 1000, "y_scale": 3827.83348, "logistic_floor": false, "country_holidays": null, "component_modes": {"additive": ["yearly", "precio_hl", "additive_terms", "extra_regressors_additive", "holidays"], "multiplicative": ["multiplicative_terms", "extra_regressors_multiplicative"]}, "changepoints": "{\"name\":\"ds\",\"index\":[1,2,3,4,6,7,8,9,10,11,12,13,15,16,17,18,19,20,21,22,24,25,26,27,28],\"data\":[\"2019-10-01T00:00:00.000\",\"2019-11-01T00:00:00.000\",\"2019-12-01T00:00:00.000\",\"2020-01-01T00:00:00.000\",\"2020-03-01T00:00:00.000\",\"2020-04-01T00:00:00.000\",\"2020-05-01T00:00:00.000\",\"2020-06-01T00:00:00.000\",\"2020-07-01T00:00:00.000\",\"2020-08-01T00:00:00.000\",\"2020-09-01T00:00:00.000\",\"2020-10-01T00:00:00.000\",\"2020-12-01T00:00:00.000\",\"2021-01-01T00:00:00.000\",\"2021-02-01T00:00:00.000\",\"2021-03-01T00:00:00.000\",\"2021-04-01T00:00:00.000\",\"2021-05-01T00:00:00.000\",\"2021-06-01T00:00:00.000\",\"2021-07-01T00:00:00.000\",\"2021-09-01T00:00:00.000\",\"2021-10-01T00:00:00.000\",\"2021-11-01T00:00:00.000\",\"2021-12-01T00:00:00.000\",\"2022-01-01T00:00:00.000\"]}", "history_dates": "{\"name\":\"ds\",\"index\":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36],\"data\":[\"2019-09-01T00:00:00.000\",\"2019-10-01T00:00:00.000\",\"2019-11-01T00:00:00.000\",\"2019-12-01T00:00:00.000\",\"2020-01-01T00:00:00.000\",\"2020-02-01T00:00:00.000\",\"2020-03-01T00:00:00.000\",\"2020-04-01T00:00:00.000\",\"2020-05-01T00:00:00.000\",\"2020-06-01T00:00:00.000\",\"2020-07-01T00:00:00.000\",\"2020-08-01T00:00:00.000\",\"2020-09-01T00:00:00.000\",\"2020-10-01T00:00:00.000\",\"2020-11-01T00:00:00.000\",\"2020-12-01T00:00:00.000\",\"2021-01-01T00:00:00.000\",\"2021-02-01T00:00:00.000\",\"2021-03-01T00:00:00.000\",\"2021-04-01T00:00:00.000\",\"2021-05-01T00:00:00.000\",\"2021-06-01T00:00:00.000\",\"2021-07-01T00:00:00.000\",\"2021-08-01T00:00:00.000\",\"2021-09-01T00:00:00.000\",\"2021-10-01T00:00:00.000\",\"2021-11-01T00:00:00.000\",\"2021-12-01T00:00:00.000\",\"2022-01-01T00:00:00.000\",\"2022-02-01T00:00:00.000\",\"2022-03-01T00:00:00.000\",\"2022-04-01T00:00:00.000\",\"2022-05-01T00:00:00.000\",\"2022-06-01T00:00:00.000\",\"2022-07-01T00:00:00.000\",\"2022-08-01T00:00:00.000\",\"2022-09-01T00:00:00.000\"]}", "train_holiday_names": null, "start": 1567296000.0, "t_scale": 94694400.0, "holidays": null, "history": "{\"schema\":{\"fields\":[{\"name\":\"ds\",\"type\":\"datetime\"},{\"name\":\"y\",\"type\":\"number\"},{\"name\":\"precio_hl\",\"type\":\"number\"},{\"name\":\"floor\",\"type\":\"integer\"},{\"name\":\"t\",\"type\":\"number\"},{\"name\":\"y_scaled\",\"type\":\"number\"}],\"pandas_version\":\"1.4.0\"},\"data\":[{\"ds\":\"2019-09-01T00:00:00.000\",\"y\":2158.4562666667,\"precio_hl\":0.4383736274,\"floor\":0,\"t\":0.0,\"y_scaled\":0.563884578},{\"ds\":\"2019-10-01T00:00:00.000\",\"y\":2150.84358,\"precio_hl\":1.162364969,\"floor\":0,\"t\":0.0273722628,\"y_scaled\":0.5618958064},{\"ds\":\"2019-11-01T00:00:00.000\",\"y\":1605.3423333333,\"precio_hl\":0.7924534116,\"floor\":0,\"t\":0.0556569343,\"y_scaled\":0.4193866692},{\"ds\":\"2019-12-01T00:00:00.000\",\"y\":1728.7750285714,\"precio_hl\":0.2101784669,\"floor\":0,\"t\":0.0830291971,\"y_scaled\":0.4516327676},{\"ds\":\"2020-01-01T00:00:00.000\",\"y\":2948.4458538462,\"precio_hl\":0.0306212724,\"floor\":0,\"t\":0.1113138686,\"y_scaled\":0.7702649212},{\"ds\":\"2020-02-01T00:00:00.000\",\"y\":2742.9243846154,\"precio_hl\":0.39526479,\"floor\":0,\"t\":0.1395985401,\"y_scaled\":0.7165735915},{\"ds\":\"2020-03-01T00:00:00.000\",\"y\":2622.6981461538,\"precio_hl\":0.9498293453,\"floor\":0,\"t\":0.1660583942,\"y_scaled\":0.6851651619},{\"ds\":\"2020-04-01T00:00:00.000\",\"y\":1036.413325,\"precio_hl\":-1.4650651604,\"floor\":0,\"t\":0.1943430657,\"y_scaled\":0.2707571608},{\"ds\":\"2020-05-01T00:00:00.000\",\"y\":1110.5237666667,\"precio_hl\":-1.7155502958,\"floor\":0,\"t\":0.2217153285,\"y_scaled\":0.2901180975},{\"ds\":\"2020-06-01T00:00:00.000\",\"y\":1220.0236666667,\"precio_hl\":-1.3921877411,\"floor\":0,\"t\":0.25,\"y_scaled\":0.3187243314},{\"ds\":\"2020-07-01T00:00:00.000\",\"y\":1731.5539777778,\"precio_hl\":-0.8678507189,\"floor\":0,\"t\":0.2773722628,\"y_scaled\":0.4523587525},{\"ds\":\"2020-08-01T00:00:00.000\",\"y\":2012.7762555556,\"precio_hl\":-0.9185991148,\"floor\":0,\"t\":0.3056569343,\"y_scaled\":0.5258264933},{\"ds\":\"2020-09-01T00:00:00.000\",\"y\":2566.64328,\"precio_hl\":-1.4430135433,\"floor\":0,\"t\":0.3339416058,\"y_scaled\":0.6705211429},{\"ds\":\"2020-10-01T00:00:00.000\",\"y\":2838.76117,\"precio_hl\":-0.2928277113,\"floor\":0,\"t\":0.3613138686,\"y_scaled\":0.7416104135},{\"ds\":\"2020-11-01T00:00:00.000\",\"y\":2925.1163727273,\"precio_hl\":-0.2841716731,\"floor\":0,\"t\":0.3895985401,\"y_scaled\":0.7641702253},{\"ds\":\"2020-12-01T00:00:00.000\",\"y\":3206.5506090909,\"precio_hl\":-0.0721329368,\"floor\":0,\"t\":0.4169708029,\"y_scaled\":0.837693339},{\"ds\":\"2021-01-01T00:00:00.000\",\"y\":3183.8326090909,\"precio_hl\":-2.135748644,\"floor\":0,\"t\":0.4452554745,\"y_scaled\":0.8317583891},{\"ds\":\"2021-02-01T00:00:00.000\",\"y\":3562.0527454545,\"precio_hl\":-0.5379121069,\"floor\":0,\"t\":0.473540146,\"y_scaled\":0.9305662757},{\"ds\":\"2021-03-01T00:00:00.000\",\"y\":3242.576475,\"precio_hl\":0.1403613436,\"floor\":0,\"t\":0.4990875912,\"y_scaled\":0.8471048942},{\"ds\":\"2021-04-01T00:00:00.000\",\"y\":3452.8987454545,\"precio_hl\":1.6799114036,\"floor\":0,\"t\":0.5273722628,\"y_scaled\":0.9020504062},{\"ds\":\"2021-05-01T00:00:00.000\",\"y\":3260.1013090909,\"precio_hl\":0.6860462516,\"floor\":0,\"t\":0.5547445255,\"y_scaled\":0.8516831587},{\"ds\":\"2021-06-01T00:00:00.000\",\"y\":2785.2703090909,\"precio_hl\":1.8229201277,\"floor\":0,\"t\":0.5830291971,\"y_scaled\":0.7276362265},{\"ds\":\"2021-07-01T00:00:00.000\",\"y\":2385.9406833333,\"precio_hl\":0.0788258635,\"floor\":0,\"t\":0.6104014599,\"y_scaled\":0.6233136044},{\"ds\":\"2021-08-01T00:00:00.000\",\"y\":2321.3464,\"precio_hl\":0.7700076941,\"floor\":0,\"t\":0.6386861314,\"y_scaled\":0.6064387106},{\"ds\":\"2021-09-01T00:00:00.000\",\"y\":2294.8571,\"precio_hl\":-1.7286425202,\"floor\":0,\"t\":0.6669708029,\"y_scaled\":0.5995185297},{\"ds\":\"2021-10-01T00:00:00.000\",\"y\":3017.3423727273,\"precio_hl\":-0.499880817,\"floor\":0,\"t\":0.6943430657,\"y_scaled\":0.7882637498},{\"ds\":\"2021-11-01T00:00:00.000\",\"y\":2935.1867181818,\"precio_hl\":0.7431843544,\"floor\":0,\"t\":0.7226277372,\"y_scaled\":0.7668010465},{\"ds\":\"2021-12-01T00:00:00.000\",\"y\":2575.500975,\"precio_hl\":0.5834037589,\"floor\":0,\"t\":0.75,\"y_scaled\":0.672835166},{\"ds\":\"2022-01-01T00:00:00.000\",\"y\":2873.6602461538,\"precio_hl\":-0.4423364301,\"floor\":0,\"t\":0.7782846715,\"y_scaled\":0.7507276012},{\"ds\":\"2022-02-01T00:00:00.000\",\"y\":2754.9208666667,\"precio_hl\":-0.6937834137,\"floor\":0,\"t\":0.8065693431,\"y_scaled\":0.7197076051},{\"ds\":\"2022-03-01T00:00:00.000\",\"y\":3379.66115,\"precio_hl\":-0.4877415929,\"floor\":0,\"t\":0.8321167883,\"y_scaled\":0.8829174957},{\"ds\":\"2022-04-01T00:00:00.000\",\"y\":3286.35231,\"precio_hl\":1.1663751925,\"floor\":0,\"t\":0.8604014599,\"y_scaled\":0.8585410852},{\"ds\":\"2022-05-01T00:00:00.000\",\"y\":2847.9890818182,\"precio_hl\":0.5909122,\"floor\":0,\"t\":0.8877737226,\"y_scaled\":0.7440211537},{\"ds\":\"2022-06-01T00:00:00.000\",\"y\":2899.5531545455,\"precio_hl\":1.080793773,\"floor\":0,\"t\":0.9160583942,\"y_scaled\":0.7574919781},{\"ds\":\"2022-07-01T00:00:00.000\",\"y\":3286.1869636364,\"precio_hl\":1.103096228,\"floor\":0,\"t\":0.9434306569,\"y_scaled\":0.8584978894},{\"ds\":\"2022-08-01T00:00:00.000\",\"y\":3657.71656,\"precio_hl\":-0.2076272107,\"floor\":0,\"t\":0.9717153285,\"y_scaled\":0.95555791},{\"ds\":\"2022-09-01T00:00:00.000\",\"y\":3827.83348,\"precio_hl\":0.7601475575,\"floor\":0,\"t\":1.0,\"y_scaled\":1.0}]}", "train_component_cols": "{\"schema\":{\"fields\":[{\"name\":\"additive_terms\",\"type\":\"integer\"},{\"name\":\"extra_regressors_additive\",\"type\":\"integer\"},{\"name\":\"precio_hl\",\"type\":\"integer\"},{\"name\":\"yearly\",\"type\":\"integer\"},{\"name\":\"multiplicative_terms\",\"type\":\"integer\"}],\"pandas_version\":\"1.4.0\"},\"data\":[{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":1,\"precio_hl\":1,\"yearly\":0,\"multiplicative_terms\":0}]}", "changepoints_t": [0.02737226277372263, 0.055656934306569344, 0.08302919708029197, 0.11131386861313869, 0.16605839416058393, 0.19434306569343066, 0.22171532846715328, 0.25, 0.2773722627737226, 0.3056569343065693, 0.33394160583941607, 0.3613138686131387, 0.416970802919708, 0.44525547445255476, 0.47354014598540145, 0.4990875912408759, 0.5273722627737226, 0.5547445255474452, 0.583029197080292, 0.6104014598540146, 0.666970802919708, 0.6943430656934306, 0.7226277372262774, 0.75, 0.7782846715328468], "seasonalities": [["yearly"], {"yearly": {"period": 365.25, "fourier_order": 10, "prior_scale": 10.0, "mode": "additive", "condition_name": null}}], "extra_regressors": [["precio_hl"], {"precio_hl": {"prior_scale": 10.0, "standardize": "auto", "mu": 7226.773386395456, "std": 399.28102386270757, "mode": "additive"}}], "fit_kwargs": {}, "params": {"lp__": [[68.3812]], "k": [[0.35688]], "m": [[0.509584]], "delta": [[-7.583e-10, 3.31218e-11, 3.44581e-10, -4.11189e-10, -8.80571e-10, 4.92288e-10, -4.06167e-10, -3.82032e-10, -1.53223e-06, -0.000211749, -5.01742e-09, -2.26916e-05, -0.000138296, -0.000150756, -4.47882e-05, -1.97857e-05, -4.8733e-05, -0.000160277, -4.04954e-06, -8.05248e-10, -4.11235e-10, 6.61211e-10, 4.05217e-10, 3.97487e-10, -3.12213e-10]], "sigma_obs": [[0.0953287]], "beta": [[-0.00861773, 0.0596922, -0.0397192, 0.795943, 0.0435506, -0.472443, -0.139883, 0.136953, -0.444732, -0.241488, 0.218099, 0.0457034, -0.445245, 0.169349, -0.136084, -0.118595, -0.0722461, 0.565728, 0.044623, -0.765886, 0.0796917]], "trend": [[0.509584, 0.519352, 0.529447, 0.539215, 0.549309, 0.559404, 0.568847, 0.578941, 0.58871, 0.598804, 0.608572, 0.618667, 0.628755, 0.638518, 0.648605, 0.658367, 0.668451, 0.67853, 0.687633, 0.697711, 0.707462, 0.717533, 0.72728, 0.737352, 0.747423, 0.75717, 0.767241, 0.776988, 0.787059, 0.797131, 0.806228, 0.816299, 0.826046, 0.836118, 0.845864, 0.855936, 0.866007]]}, "__prophet_version": "1.1.4"}
 
1
+ {"growth": "linear", "n_changepoints": 25, "specified_changepoints": false, "changepoint_range": 0.8, "yearly_seasonality": "auto", "weekly_seasonality": "auto", "daily_seasonality": "auto", "seasonality_mode": "additive", "seasonality_prior_scale": 10.0, "changepoint_prior_scale": 0.05, "holidays_prior_scale": 10.0, "mcmc_samples": 0, "interval_width": 0.8, "uncertainty_samples": 1000, "y_scale": 805.558825, "logistic_floor": false, "country_holidays": null, "component_modes": {"additive": ["yearly", "precio_hl", "additive_terms", "extra_regressors_additive", "holidays"], "multiplicative": ["multiplicative_terms", "extra_regressors_multiplicative"]}, "changepoints": "{\"name\":\"ds\",\"index\":[1,2,3,4,6,7,8,9,10,11,12,13,15,16,17,18,19,20,21,22,24,25,26,27,28],\"data\":[\"2019-10-01T00:00:00.000\",\"2019-11-01T00:00:00.000\",\"2019-12-01T00:00:00.000\",\"2020-01-01T00:00:00.000\",\"2020-03-01T00:00:00.000\",\"2020-04-01T00:00:00.000\",\"2020-05-01T00:00:00.000\",\"2020-06-01T00:00:00.000\",\"2020-07-01T00:00:00.000\",\"2020-08-01T00:00:00.000\",\"2020-09-01T00:00:00.000\",\"2020-10-01T00:00:00.000\",\"2020-12-01T00:00:00.000\",\"2021-01-01T00:00:00.000\",\"2021-02-01T00:00:00.000\",\"2021-03-01T00:00:00.000\",\"2021-04-01T00:00:00.000\",\"2021-05-01T00:00:00.000\",\"2021-06-01T00:00:00.000\",\"2021-07-01T00:00:00.000\",\"2021-09-01T00:00:00.000\",\"2021-10-01T00:00:00.000\",\"2021-11-01T00:00:00.000\",\"2021-12-01T00:00:00.000\",\"2022-01-01T00:00:00.000\"]}", "history_dates": "{\"name\":\"ds\",\"index\":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36],\"data\":[\"2019-09-01T00:00:00.000\",\"2019-10-01T00:00:00.000\",\"2019-11-01T00:00:00.000\",\"2019-12-01T00:00:00.000\",\"2020-01-01T00:00:00.000\",\"2020-02-01T00:00:00.000\",\"2020-03-01T00:00:00.000\",\"2020-04-01T00:00:00.000\",\"2020-05-01T00:00:00.000\",\"2020-06-01T00:00:00.000\",\"2020-07-01T00:00:00.000\",\"2020-08-01T00:00:00.000\",\"2020-09-01T00:00:00.000\",\"2020-10-01T00:00:00.000\",\"2020-11-01T00:00:00.000\",\"2020-12-01T00:00:00.000\",\"2021-01-01T00:00:00.000\",\"2021-02-01T00:00:00.000\",\"2021-03-01T00:00:00.000\",\"2021-04-01T00:00:00.000\",\"2021-05-01T00:00:00.000\",\"2021-06-01T00:00:00.000\",\"2021-07-01T00:00:00.000\",\"2021-08-01T00:00:00.000\",\"2021-09-01T00:00:00.000\",\"2021-10-01T00:00:00.000\",\"2021-11-01T00:00:00.000\",\"2021-12-01T00:00:00.000\",\"2022-01-01T00:00:00.000\",\"2022-02-01T00:00:00.000\",\"2022-03-01T00:00:00.000\",\"2022-04-01T00:00:00.000\",\"2022-05-01T00:00:00.000\",\"2022-06-01T00:00:00.000\",\"2022-07-01T00:00:00.000\",\"2022-08-01T00:00:00.000\",\"2022-09-01T00:00:00.000\"]}", "train_holiday_names": null, "start": 1567296000.0, "t_scale": 94694400.0, "holidays": null, "history": "{\"schema\":{\"fields\":[{\"name\":\"ds\",\"type\":\"datetime\"},{\"name\":\"y\",\"type\":\"number\"},{\"name\":\"precio_hl\",\"type\":\"number\"},{\"name\":\"floor\",\"type\":\"integer\"},{\"name\":\"t\",\"type\":\"number\"},{\"name\":\"y_scaled\",\"type\":\"number\"}],\"pandas_version\":\"1.4.0\"},\"data\":[{\"ds\":\"2019-09-01T00:00:00.000\",\"y\":221.0934,\"precio_hl\":0.3485927863,\"floor\":0,\"t\":0.0,\"y_scaled\":0.2744596585},{\"ds\":\"2019-10-01T00:00:00.000\",\"y\":303.4620111111,\"precio_hl\":1.3462067864,\"floor\":0,\"t\":0.0273722628,\"y_scaled\":0.3767099331},{\"ds\":\"2019-11-01T00:00:00.000\",\"y\":173.8294444444,\"precio_hl\":1.2228213449,\"floor\":0,\"t\":0.0556569343,\"y_scaled\":0.2157874001},{\"ds\":\"2019-12-01T00:00:00.000\",\"y\":194.3292,\"precio_hl\":0.782252167,\"floor\":0,\"t\":0.0830291971,\"y_scaled\":0.2412352692},{\"ds\":\"2020-01-01T00:00:00.000\",\"y\":331.7077625,\"precio_hl\":0.3526886936,\"floor\":0,\"t\":0.1113138686,\"y_scaled\":0.4117734822},{\"ds\":\"2020-02-01T00:00:00.000\",\"y\":379.7882142857,\"precio_hl\":0.1894523081,\"floor\":0,\"t\":0.1395985401,\"y_scaled\":0.4714593181},{\"ds\":\"2020-03-01T00:00:00.000\",\"y\":281.0620875,\"precio_hl\":1.2845435019,\"floor\":0,\"t\":0.1660583942,\"y_scaled\":0.3489032443},{\"ds\":\"2020-04-01T00:00:00.000\",\"y\":205.0767666667,\"precio_hl\":-1.8732370709,\"floor\":0,\"t\":0.1943430657,\"y_scaled\":0.2545770219},{\"ds\":\"2020-05-01T00:00:00.000\",\"y\":173.1244666667,\"precio_hl\":-1.621519753,\"floor\":0,\"t\":0.2217153285,\"y_scaled\":0.2149122588},{\"ds\":\"2020-06-01T00:00:00.000\",\"y\":362.3223666667,\"precio_hl\":-1.807204962,\"floor\":0,\"t\":0.25,\"y_scaled\":0.4497776642},{\"ds\":\"2020-07-01T00:00:00.000\",\"y\":410.24815,\"precio_hl\":-1.7995274643,\"floor\":0,\"t\":0.2773722628,\"y_scaled\":0.5092714986},{\"ds\":\"2020-08-01T00:00:00.000\",\"y\":382.4301666667,\"precio_hl\":-1.5108012161,\"floor\":0,\"t\":0.3056569343,\"y_scaled\":0.4747389698},{\"ds\":\"2020-09-01T00:00:00.000\",\"y\":430.939325,\"precio_hl\":-1.6347871265,\"floor\":0,\"t\":0.3339416058,\"y_scaled\":0.5349569909},{\"ds\":\"2020-10-01T00:00:00.000\",\"y\":358.4594,\"precio_hl\":0.7191966259,\"floor\":0,\"t\":0.3613138686,\"y_scaled\":0.4449822767},{\"ds\":\"2020-11-01T00:00:00.000\",\"y\":451.2238333333,\"precio_hl\":0.6876828711,\"floor\":0,\"t\":0.3895985401,\"y_scaled\":0.5601376576},{\"ds\":\"2020-12-01T00:00:00.000\",\"y\":463.7704833333,\"precio_hl\":0.3406988062,\"floor\":0,\"t\":0.4169708029,\"y_scaled\":0.5757127462},{\"ds\":\"2021-01-01T00:00:00.000\",\"y\":805.558825,\"precio_hl\":-2.360686113,\"floor\":0,\"t\":0.4452554745,\"y_scaled\":1.0},{\"ds\":\"2021-02-01T00:00:00.000\",\"y\":758.99924,\"precio_hl\":-0.7659083109,\"floor\":0,\"t\":0.473540146,\"y_scaled\":0.9422021291},{\"ds\":\"2021-03-01T00:00:00.000\",\"y\":563.7396,\"precio_hl\":-0.066447948,\"floor\":0,\"t\":0.4990875912,\"y_scaled\":0.6998118356},{\"ds\":\"2021-04-01T00:00:00.000\",\"y\":673.2626833333,\"precio_hl\":-0.1191489533,\"floor\":0,\"t\":0.5273722628,\"y_scaled\":0.8357709734},{\"ds\":\"2021-05-01T00:00:00.000\",\"y\":653.7458285714,\"precio_hl\":0.1548522114,\"floor\":0,\"t\":0.5547445255,\"y_scaled\":0.8115432521},{\"ds\":\"2021-06-01T00:00:00.000\",\"y\":617.76465,\"precio_hl\":0.9742525312,\"floor\":0,\"t\":0.5830291971,\"y_scaled\":0.7668771427},{\"ds\":\"2021-07-01T00:00:00.000\",\"y\":576.7955333333,\"precio_hl\":0.8984921498,\"floor\":0,\"t\":0.6104014599,\"y_scaled\":0.7160191353},{\"ds\":\"2021-08-01T00:00:00.000\",\"y\":474.3755666667,\"precio_hl\":1.0905160547,\"floor\":0,\"t\":0.6386861314,\"y_scaled\":0.5888776238},{\"ds\":\"2021-09-01T00:00:00.000\",\"y\":501.5501666667,\"precio_hl\":-0.1957326435,\"floor\":0,\"t\":0.6669708029,\"y_scaled\":0.6226114731},{\"ds\":\"2021-10-01T00:00:00.000\",\"y\":652.98368,\"precio_hl\":0.0648258533,\"floor\":0,\"t\":0.6943430657,\"y_scaled\":0.8105971404},{\"ds\":\"2021-11-01T00:00:00.000\",\"y\":584.7493333333,\"precio_hl\":0.7760488683,\"floor\":0,\"t\":0.7226277372,\"y_scaled\":0.725892778},{\"ds\":\"2021-12-01T00:00:00.000\",\"y\":517.8049,\"precio_hl\":0.4885019703,\"floor\":0,\"t\":0.75,\"y_scaled\":0.6427896808},{\"ds\":\"2022-01-01T00:00:00.000\",\"y\":522.94985,\"precio_hl\":0.2115851638,\"floor\":0,\"t\":0.7782846715,\"y_scaled\":0.6491764894},{\"ds\":\"2022-02-01T00:00:00.000\",\"y\":539.4855166667,\"precio_hl\":0.1011680642,\"floor\":0,\"t\":0.8065693431,\"y_scaled\":0.6697034405},{\"ds\":\"2022-03-01T00:00:00.000\",\"y\":498.6884714286,\"precio_hl\":-0.3306915837,\"floor\":0,\"t\":0.8321167883,\"y_scaled\":0.6190590382},{\"ds\":\"2022-04-01T00:00:00.000\",\"y\":564.2046333333,\"precio_hl\":-0.1068826504,\"floor\":0,\"t\":0.8604014599,\"y_scaled\":0.700389116},{\"ds\":\"2022-05-01T00:00:00.000\",\"y\":437.7881571429,\"precio_hl\":0.4629189306,\"floor\":0,\"t\":0.8877737226,\"y_scaled\":0.5434589549},{\"ds\":\"2022-06-01T00:00:00.000\",\"y\":449.8655142857,\"precio_hl\":0.2763352877,\"floor\":0,\"t\":0.9160583942,\"y_scaled\":0.5584514753},{\"ds\":\"2022-07-01T00:00:00.000\",\"y\":596.7332714286,\"precio_hl\":0.3951403043,\"floor\":0,\"t\":0.9434306569,\"y_scaled\":0.7407693304},{\"ds\":\"2022-08-01T00:00:00.000\",\"y\":533.2235833333,\"precio_hl\":0.1465451437,\"floor\":0,\"t\":0.9717153285,\"y_scaled\":0.6619300376},{\"ds\":\"2022-09-01T00:00:00.000\",\"y\":765.64652,\"precio_hl\":0.8772573706,\"floor\":0,\"t\":1.0,\"y_scaled\":0.9504538914}]}", "train_component_cols": "{\"schema\":{\"fields\":[{\"name\":\"additive_terms\",\"type\":\"integer\"},{\"name\":\"extra_regressors_additive\",\"type\":\"integer\"},{\"name\":\"precio_hl\",\"type\":\"integer\"},{\"name\":\"yearly\",\"type\":\"integer\"},{\"name\":\"multiplicative_terms\",\"type\":\"integer\"}],\"pandas_version\":\"1.4.0\"},\"data\":[{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":0,\"precio_hl\":0,\"yearly\":1,\"multiplicative_terms\":0},{\"additive_terms\":1,\"extra_regressors_additive\":1,\"precio_hl\":1,\"yearly\":0,\"multiplicative_terms\":0}]}", "changepoints_t": [0.02737226277372263, 0.055656934306569344, 0.08302919708029197, 0.11131386861313869, 0.16605839416058393, 0.19434306569343066, 0.22171532846715328, 0.25, 0.2773722627737226, 0.3056569343065693, 0.33394160583941607, 0.3613138686131387, 0.416970802919708, 0.44525547445255476, 0.47354014598540145, 0.4990875912408759, 0.5273722627737226, 0.5547445255474452, 0.583029197080292, 0.6104014598540146, 0.666970802919708, 0.6943430656934306, 0.7226277372262774, 0.75, 0.7782846715328468], "seasonalities": [["yearly"], {"yearly": {"period": 365.25, "fourier_order": 10, "prior_scale": 10.0, "mode": "additive", "condition_name": null}}], "extra_regressors": [["precio_hl"], {"precio_hl": {"prior_scale": 10.0, "standardize": "auto", "mu": 10000.958503600741, "std": 1283.8856637869674, "mode": "additive"}}], "fit_kwargs": {}, "params": {"lp__": [[58.6463]], "k": [[0.503733]], "m": [[0.300671]], "delta": [[3.33709e-10, 1.25817e-10, 4.05705e-10, 5.6185e-10, -1.85594e-10, 4.52803e-10, 5.77612e-10, -9.71937e-10, -7.52117e-10, 3.59418e-10, -8.3034e-05, -3.22489e-05, -0.000337863, -0.000239043, -3.3435e-05, -0.000125431, -0.000156069, -5.84568e-05, -0.000208506, -0.000264609, -6.82589e-10, 2.89832e-10, -1.42199e-10, -3.83259e-06, -1.00327e-10]], "sigma_obs": [[0.123997]], "beta": [[-0.052273, -0.0138104, 1.07639, 0.231554, -0.0746242, -0.409475, -0.465347, 0.0547518, 0.482949, -0.0728509, 0.150121, 0.0146159, 0.45162, 0.137383, -0.409671, -0.105928, -0.185097, 0.36757, 1.07609, -0.0364879, -0.0214663]], "trend": [[0.300671, 0.314459, 0.328707, 0.342496, 0.356743, 0.370991, 0.38432, 0.398568, 0.412356, 0.426604, 0.440393, 0.454641, 0.468888, 0.482675, 0.496919, 0.510704, 0.524939, 0.539168, 0.552018, 0.566242, 0.580003, 0.594221, 0.607974, 0.622179, 0.636383, 0.650129, 0.664334, 0.67808, 0.692284, 0.706488, 0.719318, 0.733522, 0.747269, 0.761473, 0.775219, 0.789423, 0.803628]]}, "__prophet_version": "1.1.4"}