mirror of
https://github.com/K-Dense-AI/claude-scientific-skills.git
synced 2026-03-27 07:09:27 +08:00
1506a60993
Create an all-out demonstration showing how TimesFM forecasts evolve as more historical data is added: - generate_animation_data.py: Runs 25 incremental forecasts (12→36 points) - interactive_forecast.html: Single-file HTML with Chart.js slider - Play/Pause animation control - Shows historical data, forecast, 80%/90% CIs, and actual future data - Live stats: forecast mean, max, min, CI width - generate_gif.py: Creates animated GIF for embedding in markdown - forecast_animation.gif: 25-frame animation (896 KB) Interactive features: - Slider to manually step through forecast evolution - Auto-play with 500ms per frame - Shows how each additional data point changes the forecast - Confidence intervals narrow as more data is added
3615 lines
83 KiB
JSON
3615 lines
83 KiB
JSON
{
|
|
"metadata": {
|
|
"model": "TimesFM 1.0 (200M) PyTorch",
|
|
"total_steps": 25,
|
|
"min_context": 12,
|
|
"horizon": 12,
|
|
"data_source": "NOAA GISTEMP Global Temperature Anomaly",
|
|
"full_date_range": "2022-01 to 2024-12"
|
|
},
|
|
"actual_data": {
|
|
"dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12"
|
|
],
|
|
"values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601,
|
|
1.2599999904632568,
|
|
1.149999976158142,
|
|
1.2000000476837158,
|
|
1.2400000095367432,
|
|
1.2999999523162842,
|
|
1.2799999713897705,
|
|
1.2699999809265137,
|
|
1.2200000286102295,
|
|
1.2000000476837158
|
|
]
|
|
},
|
|
"animation_steps": [
|
|
{
|
|
"step": 1,
|
|
"n_points": 12,
|
|
"last_historical_date": "2022-12",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705
|
|
],
|
|
"forecast_dates": [
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12"
|
|
],
|
|
"point_forecast": [
|
|
0.825579047203064,
|
|
0.8330779075622559,
|
|
0.8368334174156189,
|
|
0.8413563370704651,
|
|
0.8546873331069946,
|
|
0.8463932275772095,
|
|
0.852830708026886,
|
|
0.8635484576225281,
|
|
0.873649001121521,
|
|
0.8784391283988953,
|
|
0.8793435096740723,
|
|
0.886539101600647
|
|
],
|
|
"q10": [
|
|
0.8354606032371521,
|
|
0.8444467782974243,
|
|
0.8485234975814819,
|
|
0.8526979088783264,
|
|
0.8648908138275146,
|
|
0.8568621277809143,
|
|
0.863645076751709,
|
|
0.872414231300354,
|
|
0.8817781209945679,
|
|
0.8863298892974854,
|
|
0.8866963982582092,
|
|
0.8946276903152466
|
|
],
|
|
"q20": [
|
|
0.7518579959869385,
|
|
0.752423882484436,
|
|
0.7527720928192139,
|
|
0.7547875642776489,
|
|
0.7639567852020264,
|
|
0.7600989937782288,
|
|
0.7671870589256287,
|
|
0.7746827006340027,
|
|
0.783061146736145,
|
|
0.7859532237052917,
|
|
0.7876774072647095,
|
|
0.7946517467498779
|
|
],
|
|
"q80": [
|
|
0.8621454238891602,
|
|
0.8726990222930908,
|
|
0.8780758380889893,
|
|
0.8830247521400452,
|
|
0.895999014377594,
|
|
0.8877173066139221,
|
|
0.8932443261146545,
|
|
0.9029491543769836,
|
|
0.9142329096794128,
|
|
0.918304979801178,
|
|
0.9192531704902649,
|
|
0.9270545244216919
|
|
],
|
|
"q90": [
|
|
0.8872727155685425,
|
|
0.8990722298622131,
|
|
0.9044539928436279,
|
|
0.9107659459114075,
|
|
0.9254093170166016,
|
|
0.9146999716758728,
|
|
0.9196149706840515,
|
|
0.9299551844596863,
|
|
0.941527783870697,
|
|
0.9455176591873169,
|
|
0.9463357925415039,
|
|
0.9539710283279419
|
|
]
|
|
},
|
|
{
|
|
"step": 2,
|
|
"n_points": 13,
|
|
"last_historical_date": "2023-01",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716
|
|
],
|
|
"forecast_dates": [
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01"
|
|
],
|
|
"point_forecast": [
|
|
0.8590402007102966,
|
|
0.8596092462539673,
|
|
0.864223062992096,
|
|
0.8694167733192444,
|
|
0.8599939346313477,
|
|
0.8577529191970825,
|
|
0.8670657873153687,
|
|
0.8746083378791809,
|
|
0.8758000731468201,
|
|
0.8808236718177795,
|
|
0.8853851556777954,
|
|
0.8753982186317444
|
|
],
|
|
"q10": [
|
|
0.8657022714614868,
|
|
0.867158055305481,
|
|
0.8720226287841797,
|
|
0.8764638900756836,
|
|
0.8662244081497192,
|
|
0.8640622496604919,
|
|
0.873618483543396,
|
|
0.8803330063819885,
|
|
0.8822183609008789,
|
|
0.8867899775505066,
|
|
0.8920900821685791,
|
|
0.8817423582077026
|
|
],
|
|
"q20": [
|
|
0.779899537563324,
|
|
0.7763701677322388,
|
|
0.7775852680206299,
|
|
0.7800794839859009,
|
|
0.7750610113143921,
|
|
0.7753159403800964,
|
|
0.7829091548919678,
|
|
0.7884992957115173,
|
|
0.7900261878967285,
|
|
0.7911601066589355,
|
|
0.7951517105102539,
|
|
0.7891175746917725
|
|
],
|
|
"q80": [
|
|
0.8950973153114319,
|
|
0.8978567719459534,
|
|
0.9036805033683777,
|
|
0.9098731875419617,
|
|
0.8973860144615173,
|
|
0.8958126306533813,
|
|
0.9049636125564575,
|
|
0.9123932123184204,
|
|
0.9138861298561096,
|
|
0.9191209077835083,
|
|
0.9256614446640015,
|
|
0.9137347936630249
|
|
],
|
|
"q90": [
|
|
0.9195939302444458,
|
|
0.9236188530921936,
|
|
0.9301517605781555,
|
|
0.9359439611434937,
|
|
0.9242846369743347,
|
|
0.9196143746376038,
|
|
0.9301571846008301,
|
|
0.9382931590080261,
|
|
0.9394593238830566,
|
|
0.9451783895492554,
|
|
0.9518223404884338,
|
|
0.9389423131942749
|
|
]
|
|
},
|
|
{
|
|
"step": 3,
|
|
"n_points": 14,
|
|
"last_historical_date": "2023-02",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863
|
|
],
|
|
"forecast_dates": [
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02"
|
|
],
|
|
"point_forecast": [
|
|
0.8962793350219727,
|
|
0.8913998007774353,
|
|
0.8914807438850403,
|
|
0.871181845664978,
|
|
0.8662641644477844,
|
|
0.8797636032104492,
|
|
0.8862841129302979,
|
|
0.884779691696167,
|
|
0.8836072087287903,
|
|
0.8898857235908508,
|
|
0.8741991519927979,
|
|
0.8697925806045532
|
|
],
|
|
"q10": [
|
|
0.9006780982017517,
|
|
0.8960930705070496,
|
|
0.8975709676742554,
|
|
0.8764383792877197,
|
|
0.8719356060028076,
|
|
0.8863880038261414,
|
|
0.8936481475830078,
|
|
0.891782283782959,
|
|
0.8906540274620056,
|
|
0.8970102667808533,
|
|
0.8820476531982422,
|
|
0.8772810101509094
|
|
],
|
|
"q20": [
|
|
0.8080285787582397,
|
|
0.8004014492034912,
|
|
0.7992052435874939,
|
|
0.7845293879508972,
|
|
0.7833878993988037,
|
|
0.7934101819992065,
|
|
0.798040509223938,
|
|
0.7972208261489868,
|
|
0.7961648106575012,
|
|
0.7998728156089783,
|
|
0.789516031742096,
|
|
0.785558819770813
|
|
],
|
|
"q80": [
|
|
0.9340344071388245,
|
|
0.9310296177864075,
|
|
0.931887149810791,
|
|
0.9107009768486023,
|
|
0.9042311310768127,
|
|
0.9196222424507141,
|
|
0.9265503287315369,
|
|
0.9255625605583191,
|
|
0.9238306283950806,
|
|
0.9304555058479309,
|
|
0.913487434387207,
|
|
0.9083813428878784
|
|
],
|
|
"q90": [
|
|
0.9600221514701843,
|
|
0.9573583006858826,
|
|
0.9588406682014465,
|
|
0.9357264041900635,
|
|
0.9300737380981445,
|
|
0.9452965259552002,
|
|
0.953380823135376,
|
|
0.9521129727363586,
|
|
0.9504246711730957,
|
|
0.9578516483306885,
|
|
0.9395800828933716,
|
|
0.9347273707389832
|
|
]
|
|
},
|
|
{
|
|
"step": 4,
|
|
"n_points": 15,
|
|
"last_historical_date": "2023-03",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727
|
|
],
|
|
"forecast_dates": [
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03"
|
|
],
|
|
"point_forecast": [
|
|
1.011451005935669,
|
|
0.9553948640823364,
|
|
0.9197208285331726,
|
|
0.9124891757965088,
|
|
0.9261340498924255,
|
|
0.9234520792961121,
|
|
0.9108935594558716,
|
|
0.8969470858573914,
|
|
0.8980726599693298,
|
|
0.8982804417610168,
|
|
0.8991943001747131,
|
|
0.9119693636894226
|
|
],
|
|
"q10": [
|
|
1.028891921043396,
|
|
0.9745897650718689,
|
|
0.9376441240310669,
|
|
0.9297030568122864,
|
|
0.9439254403114319,
|
|
0.943497896194458,
|
|
0.9286640286445618,
|
|
0.9142505526542664,
|
|
0.9157885313034058,
|
|
0.9157061576843262,
|
|
0.9165257215499878,
|
|
0.929168164730072
|
|
],
|
|
"q20": [
|
|
0.8432373404502869,
|
|
0.8032699823379517,
|
|
0.7799109220504761,
|
|
0.7799201011657715,
|
|
0.7939504981040955,
|
|
0.7942459583282471,
|
|
0.7866204380989075,
|
|
0.7787443399429321,
|
|
0.7860440611839294,
|
|
0.7884118556976318,
|
|
0.7909562587738037,
|
|
0.7990366220474243
|
|
],
|
|
"q80": [
|
|
1.0893518924713135,
|
|
1.031952142715454,
|
|
0.9909453392028809,
|
|
0.9802313446998596,
|
|
0.9924889802932739,
|
|
0.9901573657989502,
|
|
0.973213791847229,
|
|
0.9567193984985352,
|
|
0.9561106562614441,
|
|
0.9526670575141907,
|
|
0.9554384350776672,
|
|
0.966469407081604
|
|
],
|
|
"q90": [
|
|
1.143047571182251,
|
|
1.0867642164230347,
|
|
1.0392613410949707,
|
|
1.0258489847183228,
|
|
1.0397703647613525,
|
|
1.035668134689331,
|
|
1.0181812047958374,
|
|
0.9991654753684998,
|
|
0.9964229464530945,
|
|
0.9952237606048584,
|
|
0.994753360748291,
|
|
1.0074013471603394
|
|
]
|
|
},
|
|
{
|
|
"step": 5,
|
|
"n_points": 16,
|
|
"last_historical_date": "2023-04",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0
|
|
],
|
|
"forecast_dates": [
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04"
|
|
],
|
|
"point_forecast": [
|
|
0.9379441142082214,
|
|
0.9161815047264099,
|
|
0.9183650612831116,
|
|
0.9345710277557373,
|
|
0.9429481625556946,
|
|
0.9236418008804321,
|
|
0.9020940065383911,
|
|
0.8962475657463074,
|
|
0.8969618678092957,
|
|
0.9029411673545837,
|
|
0.9058347344398499,
|
|
0.9071778059005737
|
|
],
|
|
"q10": [
|
|
0.9455586075782776,
|
|
0.9275433421134949,
|
|
0.9313569068908691,
|
|
0.9499651789665222,
|
|
0.957696259021759,
|
|
0.9388371706008911,
|
|
0.9148422479629517,
|
|
0.9104428887367249,
|
|
0.9122737646102905,
|
|
0.9160297513008118,
|
|
0.9193358421325684,
|
|
0.9216225147247314
|
|
],
|
|
"q20": [
|
|
0.8105636239051819,
|
|
0.7875122427940369,
|
|
0.787703812122345,
|
|
0.8008798360824585,
|
|
0.8086710572242737,
|
|
0.7946160435676575,
|
|
0.7819311022758484,
|
|
0.7810927629470825,
|
|
0.7885390520095825,
|
|
0.7923018336296082,
|
|
0.7944296002388,
|
|
0.793520987033844
|
|
],
|
|
"q80": [
|
|
0.9937812685966492,
|
|
0.9760434627532959,
|
|
0.9809014797210693,
|
|
0.9971702098846436,
|
|
1.0051108598709106,
|
|
0.985238790512085,
|
|
0.9596951007843018,
|
|
0.9502063989639282,
|
|
0.9515751004219055,
|
|
0.9542210102081299,
|
|
0.9595392346382141,
|
|
0.9599698185920715
|
|
],
|
|
"q90": [
|
|
1.0336796045303345,
|
|
1.0175514221191406,
|
|
1.021440029144287,
|
|
1.0401356220245361,
|
|
1.0489550828933716,
|
|
1.0270309448242188,
|
|
0.9989587068557739,
|
|
0.9885305166244507,
|
|
0.9877901077270508,
|
|
0.9937816262245178,
|
|
0.996868908405304,
|
|
0.9987958073616028
|
|
]
|
|
},
|
|
{
|
|
"step": 6,
|
|
"n_points": 17,
|
|
"last_historical_date": "2023-05",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142
|
|
],
|
|
"forecast_dates": [
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05"
|
|
],
|
|
"point_forecast": [
|
|
0.9097275137901306,
|
|
0.9010418057441711,
|
|
0.9079869985580444,
|
|
0.9222638010978699,
|
|
0.932843029499054,
|
|
0.9133341312408447,
|
|
0.8972155451774597,
|
|
0.8887625336647034,
|
|
0.8941851854324341,
|
|
0.9068790674209595,
|
|
0.9091910123825073,
|
|
0.9068935513496399
|
|
],
|
|
"q10": [
|
|
0.9192558526992798,
|
|
0.9128602147102356,
|
|
0.9227687120437622,
|
|
0.9362373352050781,
|
|
0.9478849172592163,
|
|
0.9271639585494995,
|
|
0.910339891910553,
|
|
0.9013872146606445,
|
|
0.908535897731781,
|
|
0.9196968078613281,
|
|
0.9216489791870117,
|
|
0.9205824136734009
|
|
],
|
|
"q20": [
|
|
0.7991487383842468,
|
|
0.7880749702453613,
|
|
0.7902460098266602,
|
|
0.8014485239982605,
|
|
0.8115598559379578,
|
|
0.7963781952857971,
|
|
0.7883695960044861,
|
|
0.7836517691612244,
|
|
0.7910313606262207,
|
|
0.799010694026947,
|
|
0.8031657934188843,
|
|
0.8004167675971985
|
|
],
|
|
"q80": [
|
|
0.9585660099983215,
|
|
0.9542173743247986,
|
|
0.9642703533172607,
|
|
0.9804073572158813,
|
|
0.9885033965110779,
|
|
0.9688029289245605,
|
|
0.949183464050293,
|
|
0.9374165534973145,
|
|
0.9444000124931335,
|
|
0.9574207663536072,
|
|
0.9588959217071533,
|
|
0.9561213254928589
|
|
],
|
|
"q90": [
|
|
0.994154691696167,
|
|
0.9911658763885498,
|
|
1.0009171962738037,
|
|
1.0182007551193237,
|
|
1.0296927690505981,
|
|
1.0062158107757568,
|
|
0.985028862953186,
|
|
0.9721169471740723,
|
|
0.9787886142730713,
|
|
0.9931607246398926,
|
|
0.9947684407234192,
|
|
0.9917771220207214
|
|
]
|
|
},
|
|
{
|
|
"step": 7,
|
|
"n_points": 18,
|
|
"last_historical_date": "2023-06",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442
|
|
],
|
|
"forecast_dates": [
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06"
|
|
],
|
|
"point_forecast": [
|
|
0.9665141701698303,
|
|
0.9519135355949402,
|
|
0.9444465637207031,
|
|
0.9402952790260315,
|
|
0.9306893348693848,
|
|
0.9244646430015564,
|
|
0.9174035787582397,
|
|
0.9139379858970642,
|
|
0.9132129549980164,
|
|
0.9145187735557556,
|
|
0.911784291267395,
|
|
0.9093538522720337
|
|
],
|
|
"q10": [
|
|
0.9755732417106628,
|
|
0.9652556777000427,
|
|
0.9605708122253418,
|
|
0.9540410041809082,
|
|
0.944946825504303,
|
|
0.9393219351768494,
|
|
0.9324542880058289,
|
|
0.9295912981033325,
|
|
0.9304096698760986,
|
|
0.9316055178642273,
|
|
0.9279895424842834,
|
|
0.9257113337516785
|
|
],
|
|
"q20": [
|
|
0.833349347114563,
|
|
0.8175394535064697,
|
|
0.8078386783599854,
|
|
0.8068903088569641,
|
|
0.8031129837036133,
|
|
0.801506757736206,
|
|
0.7994549870491028,
|
|
0.7967816591262817,
|
|
0.7986584305763245,
|
|
0.7988185882568359,
|
|
0.799284040927887,
|
|
0.7968909740447998
|
|
],
|
|
"q80": [
|
|
1.0251524448394775,
|
|
1.015281319618225,
|
|
1.0085906982421875,
|
|
1.0044453144073486,
|
|
0.9904035329818726,
|
|
0.9857988953590393,
|
|
0.977156400680542,
|
|
0.9709676504135132,
|
|
0.9726237654685974,
|
|
0.9721717238426208,
|
|
0.9683824181556702,
|
|
0.9648834466934204
|
|
],
|
|
"q90": [
|
|
1.0656019449234009,
|
|
1.059928059577942,
|
|
1.0517113208770752,
|
|
1.0461057424545288,
|
|
1.035980224609375,
|
|
1.0275849103927612,
|
|
1.0181881189346313,
|
|
1.0124856233596802,
|
|
1.0126112699508667,
|
|
1.0153447389602661,
|
|
1.0106351375579834,
|
|
1.0058791637420654
|
|
]
|
|
},
|
|
{
|
|
"step": 8,
|
|
"n_points": 19,
|
|
"last_historical_date": "2023-07",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126
|
|
],
|
|
"forecast_dates": [
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07"
|
|
],
|
|
"point_forecast": [
|
|
1.0381698608398438,
|
|
1.012021780014038,
|
|
0.99420565366745,
|
|
0.9754087924957275,
|
|
0.9563038349151611,
|
|
0.9495773315429688,
|
|
0.9422544240951538,
|
|
0.9361824989318848,
|
|
0.9247673749923706,
|
|
0.9178153276443481,
|
|
0.9097317457199097,
|
|
0.901350200176239
|
|
],
|
|
"q10": [
|
|
1.0491734743118286,
|
|
1.028739333152771,
|
|
1.0114028453826904,
|
|
0.9906209111213684,
|
|
0.971588134765625,
|
|
0.9669111371040344,
|
|
0.9621954560279846,
|
|
0.9568055868148804,
|
|
0.9453385472297668,
|
|
0.9398422241210938,
|
|
0.9300127029418945,
|
|
0.922597348690033
|
|
],
|
|
"q20": [
|
|
0.8832447528839111,
|
|
0.8571564555168152,
|
|
0.840262234210968,
|
|
0.8279801607131958,
|
|
0.8175891637802124,
|
|
0.8145928382873535,
|
|
0.8104804754257202,
|
|
0.8050722479820251,
|
|
0.8001488447189331,
|
|
0.7951650619506836,
|
|
0.7925589084625244,
|
|
0.78853440284729
|
|
],
|
|
"q80": [
|
|
1.10765540599823,
|
|
1.0850690603256226,
|
|
1.0677224397659302,
|
|
1.0468156337738037,
|
|
1.0239413976669312,
|
|
1.018355131149292,
|
|
1.0108981132507324,
|
|
1.0029836893081665,
|
|
0.9916971325874329,
|
|
0.9822992086410522,
|
|
0.9713731408119202,
|
|
0.9630072712898254
|
|
],
|
|
"q90": [
|
|
1.1553966999053955,
|
|
1.137328863143921,
|
|
1.1165260076522827,
|
|
1.0933233499526978,
|
|
1.072894811630249,
|
|
1.065496563911438,
|
|
1.0601707696914673,
|
|
1.0506465435028076,
|
|
1.038832187652588,
|
|
1.0302690267562866,
|
|
1.018511414527893,
|
|
1.0077110528945923
|
|
]
|
|
},
|
|
{
|
|
"step": 9,
|
|
"n_points": 20,
|
|
"last_historical_date": "2023-08",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432
|
|
],
|
|
"forecast_dates": [
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08"
|
|
],
|
|
"point_forecast": [
|
|
1.1063826084136963,
|
|
1.0667672157287598,
|
|
1.0312474966049194,
|
|
1.0092777013778687,
|
|
0.9886403679847717,
|
|
0.9805473685264587,
|
|
0.96883624792099,
|
|
0.9500434994697571,
|
|
0.9289879202842712,
|
|
0.9156991839408875,
|
|
0.9083491563796997,
|
|
0.9020676016807556
|
|
],
|
|
"q10": [
|
|
1.114622950553894,
|
|
1.083889365196228,
|
|
1.0484296083450317,
|
|
1.0276585817337036,
|
|
1.008374571800232,
|
|
0.999535322189331,
|
|
0.9902844429016113,
|
|
0.9757266640663147,
|
|
0.9533360600471497,
|
|
0.9409008026123047,
|
|
0.9341027736663818,
|
|
0.9281788468360901
|
|
],
|
|
"q20": [
|
|
0.928669810295105,
|
|
0.8862699866294861,
|
|
0.8555266261100769,
|
|
0.8365516662597656,
|
|
0.8246086835861206,
|
|
0.8187647461891174,
|
|
0.8126576542854309,
|
|
0.8008460402488708,
|
|
0.7927306890487671,
|
|
0.7833954095840454,
|
|
0.7795919179916382,
|
|
0.7797963619232178
|
|
],
|
|
"q80": [
|
|
1.1856414079666138,
|
|
1.1520715951919556,
|
|
1.117408037185669,
|
|
1.0936567783355713,
|
|
1.0721673965454102,
|
|
1.0631694793701172,
|
|
1.048310399055481,
|
|
1.0276391506195068,
|
|
1.0055267810821533,
|
|
0.9882948994636536,
|
|
0.9792788624763489,
|
|
0.9736778736114502
|
|
],
|
|
"q90": [
|
|
1.23917818069458,
|
|
1.2113547325134277,
|
|
1.1742331981658936,
|
|
1.151162028312683,
|
|
1.1314780712127686,
|
|
1.1195954084396362,
|
|
1.10871160030365,
|
|
1.0842714309692383,
|
|
1.0615670680999756,
|
|
1.0447986125946045,
|
|
1.0315890312194824,
|
|
1.024493932723999
|
|
]
|
|
},
|
|
{
|
|
"step": 10,
|
|
"n_points": 21,
|
|
"last_historical_date": "2023-09",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295
|
|
],
|
|
"forecast_dates": [
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09"
|
|
],
|
|
"point_forecast": [
|
|
1.2447655200958252,
|
|
1.1675736904144287,
|
|
1.1279113292694092,
|
|
1.1182188987731934,
|
|
1.1093124151229858,
|
|
1.082032322883606,
|
|
1.038187861442566,
|
|
0.9993720650672913,
|
|
0.9796157479286194,
|
|
0.9642789959907532,
|
|
0.9476039409637451,
|
|
0.9355512857437134
|
|
],
|
|
"q10": [
|
|
1.2715141773223877,
|
|
1.2083916664123535,
|
|
1.1731905937194824,
|
|
1.165351152420044,
|
|
1.162253975868225,
|
|
1.13302481174469,
|
|
1.085452914237976,
|
|
1.051274299621582,
|
|
1.0313252210617065,
|
|
1.0168172121047974,
|
|
0.9987383484840393,
|
|
0.9869235754013062
|
|
],
|
|
"q20": [
|
|
0.9692280888557434,
|
|
0.9033447504043579,
|
|
0.8709640502929688,
|
|
0.8632612824440002,
|
|
0.8616656064987183,
|
|
0.8437307476997375,
|
|
0.8145183324813843,
|
|
0.7942112684249878,
|
|
0.7919824123382568,
|
|
0.7849438190460205,
|
|
0.7758752703666687,
|
|
0.7725547552108765
|
|
],
|
|
"q80": [
|
|
1.3772318363189697,
|
|
1.3073946237564087,
|
|
1.267617106437683,
|
|
1.2576971054077148,
|
|
1.2495336532592773,
|
|
1.2185810804367065,
|
|
1.1627202033996582,
|
|
1.1192079782485962,
|
|
1.093948483467102,
|
|
1.0731803178787231,
|
|
1.0513980388641357,
|
|
1.0379669666290283
|
|
],
|
|
"q90": [
|
|
1.4695751667022705,
|
|
1.4090934991836548,
|
|
1.3679797649383545,
|
|
1.3577240705490112,
|
|
1.3525687456130981,
|
|
1.315553903579712,
|
|
1.2607886791229248,
|
|
1.2103060483932495,
|
|
1.1827821731567383,
|
|
1.1617928743362427,
|
|
1.1323959827423096,
|
|
1.1176999807357788
|
|
]
|
|
},
|
|
{
|
|
"step": 11,
|
|
"n_points": 22,
|
|
"last_historical_date": "2023-10",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874
|
|
],
|
|
"forecast_dates": [
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10"
|
|
],
|
|
"point_forecast": [
|
|
1.1978572607040405,
|
|
1.1348843574523926,
|
|
1.107893705368042,
|
|
1.0890357494354248,
|
|
1.075318455696106,
|
|
1.0392742156982422,
|
|
1.0066328048706055,
|
|
0.9802011847496033,
|
|
0.968873143196106,
|
|
0.9584881663322449,
|
|
0.9440371990203857,
|
|
0.929160475730896
|
|
],
|
|
"q10": [
|
|
1.2035126686096191,
|
|
1.153576135635376,
|
|
1.1352055072784424,
|
|
1.1203036308288574,
|
|
1.1123145818710327,
|
|
1.0742825269699097,
|
|
1.0389323234558105,
|
|
1.017652988433838,
|
|
1.0134992599487305,
|
|
1.0038114786148071,
|
|
0.9876317381858826,
|
|
0.972976565361023
|
|
],
|
|
"q20": [
|
|
0.9713577032089233,
|
|
0.9063910245895386,
|
|
0.8755015134811401,
|
|
0.8545557260513306,
|
|
0.8455488681793213,
|
|
0.8177679777145386,
|
|
0.799569845199585,
|
|
0.7851544618606567,
|
|
0.7884225249290466,
|
|
0.7802386283874512,
|
|
0.7720929980278015,
|
|
0.7622212171554565
|
|
],
|
|
"q80": [
|
|
1.2972460985183716,
|
|
1.245476484298706,
|
|
1.2229666709899902,
|
|
1.210435152053833,
|
|
1.1973446607589722,
|
|
1.157381296157837,
|
|
1.1181674003601074,
|
|
1.0869324207305908,
|
|
1.075097680091858,
|
|
1.0632023811340332,
|
|
1.0455275774002075,
|
|
1.0302590131759644
|
|
],
|
|
"q90": [
|
|
1.3638895750045776,
|
|
1.323225975036621,
|
|
1.304998755455017,
|
|
1.2944636344909668,
|
|
1.2835395336151123,
|
|
1.2412294149398804,
|
|
1.1998721361160278,
|
|
1.1685125827789307,
|
|
1.1557502746582031,
|
|
1.1425185203552246,
|
|
1.1200439929962158,
|
|
1.1038810014724731
|
|
]
|
|
},
|
|
{
|
|
"step": 12,
|
|
"n_points": 23,
|
|
"last_historical_date": "2023-11",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126
|
|
],
|
|
"forecast_dates": [
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11"
|
|
],
|
|
"point_forecast": [
|
|
1.1388345956802368,
|
|
1.1001060009002686,
|
|
1.0774588584899902,
|
|
1.0615431070327759,
|
|
1.0359764099121094,
|
|
1.0100469589233398,
|
|
0.9895788431167603,
|
|
0.9849971532821655,
|
|
0.9746628999710083,
|
|
0.9684356451034546,
|
|
0.9609130024909973,
|
|
0.947131872177124
|
|
],
|
|
"q10": [
|
|
1.143956184387207,
|
|
1.1164032220840454,
|
|
1.0988131761550903,
|
|
1.0883313417434692,
|
|
1.0633952617645264,
|
|
1.0377331972122192,
|
|
1.0185223817825317,
|
|
1.0154881477355957,
|
|
1.0130091905593872,
|
|
1.006235957145691,
|
|
0.9972001314163208,
|
|
0.984115719795227
|
|
],
|
|
"q20": [
|
|
0.9558293223381042,
|
|
0.9077008962631226,
|
|
0.875536322593689,
|
|
0.8599477410316467,
|
|
0.8395929932594299,
|
|
0.820803165435791,
|
|
0.8097033500671387,
|
|
0.8071569800376892,
|
|
0.8063573837280273,
|
|
0.7997854351997375,
|
|
0.7947160601615906,
|
|
0.7840617895126343
|
|
],
|
|
"q80": [
|
|
1.2187292575836182,
|
|
1.1895191669464111,
|
|
1.1730304956436157,
|
|
1.1645177602767944,
|
|
1.1339150667190552,
|
|
1.1082265377044678,
|
|
1.0852689743041992,
|
|
1.0772539377212524,
|
|
1.0709658861160278,
|
|
1.0674384832382202,
|
|
1.0557781457901,
|
|
1.0452414751052856
|
|
],
|
|
"q90": [
|
|
1.2729495763778687,
|
|
1.2533750534057617,
|
|
1.2407320737838745,
|
|
1.2354146242141724,
|
|
1.2064470052719116,
|
|
1.1776363849639893,
|
|
1.1529877185821533,
|
|
1.1496665477752686,
|
|
1.1451096534729004,
|
|
1.137753963470459,
|
|
1.1235407590866089,
|
|
1.1123000383377075
|
|
]
|
|
},
|
|
{
|
|
"step": 13,
|
|
"n_points": 24,
|
|
"last_historical_date": "2023-12",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399
|
|
],
|
|
"forecast_dates": [
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12"
|
|
],
|
|
"point_forecast": [
|
|
1.1204800605773926,
|
|
1.0831129550933838,
|
|
1.0525826215744019,
|
|
1.0186809301376343,
|
|
0.996323823928833,
|
|
0.9761021733283997,
|
|
0.966797411441803,
|
|
0.9621630311012268,
|
|
0.950423002243042,
|
|
0.9326475262641907,
|
|
0.9303779602050781,
|
|
0.9362010955810547
|
|
],
|
|
"q10": [
|
|
1.1319338083267212,
|
|
1.1058242321014404,
|
|
1.0804548263549805,
|
|
1.0469233989715576,
|
|
1.0246795415878296,
|
|
1.0055618286132812,
|
|
0.999349057674408,
|
|
0.9949856996536255,
|
|
0.9896860718727112,
|
|
0.9742559194564819,
|
|
0.9675081968307495,
|
|
0.9734180569648743
|
|
],
|
|
"q20": [
|
|
0.9561834335327148,
|
|
0.9061079621315002,
|
|
0.8687788844108582,
|
|
0.8394415378570557,
|
|
0.8218992948532104,
|
|
0.8107370138168335,
|
|
0.8105956315994263,
|
|
0.8031740784645081,
|
|
0.8004634380340576,
|
|
0.7854968309402466,
|
|
0.7851479053497314,
|
|
0.7882705330848694
|
|
],
|
|
"q80": [
|
|
1.19773530960083,
|
|
1.1693586111068726,
|
|
1.14640212059021,
|
|
1.11386239528656,
|
|
1.082446813583374,
|
|
1.0650819540023804,
|
|
1.05680513381958,
|
|
1.0481219291687012,
|
|
1.0429224967956543,
|
|
1.024938702583313,
|
|
1.0191327333450317,
|
|
1.028489589691162
|
|
],
|
|
"q90": [
|
|
1.2482070922851562,
|
|
1.229236364364624,
|
|
1.210077166557312,
|
|
1.18027925491333,
|
|
1.1515717506408691,
|
|
1.1297614574432373,
|
|
1.1205626726150513,
|
|
1.1177691221237183,
|
|
1.112573504447937,
|
|
1.0930581092834473,
|
|
1.084266185760498,
|
|
1.0912758111953735
|
|
]
|
|
},
|
|
{
|
|
"step": 14,
|
|
"n_points": 25,
|
|
"last_historical_date": "2024-01",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295
|
|
],
|
|
"forecast_dates": [
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12",
|
|
"2025-01"
|
|
],
|
|
"point_forecast": [
|
|
1.1701693534851074,
|
|
1.1349387168884277,
|
|
1.0960110425949097,
|
|
1.0637617111206055,
|
|
1.0402418375015259,
|
|
1.0265028476715088,
|
|
1.0204156637191772,
|
|
1.0119004249572754,
|
|
0.9878545999526978,
|
|
0.9743345379829407,
|
|
0.9826735258102417,
|
|
0.9942994117736816
|
|
],
|
|
"q10": [
|
|
1.1749104261398315,
|
|
1.147524118423462,
|
|
1.1174193620681763,
|
|
1.086887001991272,
|
|
1.0630450248718262,
|
|
1.0531063079833984,
|
|
1.0497565269470215,
|
|
1.042683482170105,
|
|
1.0233265161514282,
|
|
1.0111165046691895,
|
|
1.014377236366272,
|
|
1.0274351835250854
|
|
],
|
|
"q20": [
|
|
0.9954406023025513,
|
|
0.9378616213798523,
|
|
0.893646240234375,
|
|
0.8610368967056274,
|
|
0.8414109945297241,
|
|
0.8318982124328613,
|
|
0.829987645149231,
|
|
0.8171640634536743,
|
|
0.8035246729850769,
|
|
0.7929065227508545,
|
|
0.8037456274032593,
|
|
0.8133399486541748
|
|
],
|
|
"q80": [
|
|
1.2475481033325195,
|
|
1.2218120098114014,
|
|
1.1920394897460938,
|
|
1.1621203422546387,
|
|
1.1338578462600708,
|
|
1.1270941495895386,
|
|
1.1244370937347412,
|
|
1.11036217212677,
|
|
1.0929012298583984,
|
|
1.0770790576934814,
|
|
1.0825059413909912,
|
|
1.0962635278701782
|
|
],
|
|
"q90": [
|
|
1.2978864908218384,
|
|
1.2807369232177734,
|
|
1.2577829360961914,
|
|
1.2319256067276,
|
|
1.2072914838790894,
|
|
1.1944835186004639,
|
|
1.1949646472930908,
|
|
1.1887325048446655,
|
|
1.1706409454345703,
|
|
1.1535823345184326,
|
|
1.1557773351669312,
|
|
1.165435791015625
|
|
]
|
|
},
|
|
{
|
|
"step": 15,
|
|
"n_points": 26,
|
|
"last_historical_date": "2024-02",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858
|
|
],
|
|
"forecast_dates": [
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12",
|
|
"2025-01",
|
|
"2025-02"
|
|
],
|
|
"point_forecast": [
|
|
1.2504206895828247,
|
|
1.2035315036773682,
|
|
1.1605435609817505,
|
|
1.1372957229614258,
|
|
1.1169792413711548,
|
|
1.1097407341003418,
|
|
1.0960330963134766,
|
|
1.0716885328292847,
|
|
1.0411385297775269,
|
|
1.0377408266067505,
|
|
1.06381356716156,
|
|
1.09853994846344
|
|
],
|
|
"q10": [
|
|
1.253143310546875,
|
|
1.2137634754180908,
|
|
1.175628900527954,
|
|
1.158146858215332,
|
|
1.1375560760498047,
|
|
1.1330972909927368,
|
|
1.1224530935287476,
|
|
1.0991952419281006,
|
|
1.0732285976409912,
|
|
1.069901704788208,
|
|
1.0908238887786865,
|
|
1.1302318572998047
|
|
],
|
|
"q20": [
|
|
1.0437579154968262,
|
|
0.9754042625427246,
|
|
0.9281424283981323,
|
|
0.8999512791633606,
|
|
0.8835805058479309,
|
|
0.8786535263061523,
|
|
0.868209958076477,
|
|
0.8477093577384949,
|
|
0.8295252919197083,
|
|
0.8285472989082336,
|
|
0.8487096428871155,
|
|
0.8732921481132507
|
|
],
|
|
"q80": [
|
|
1.3365967273712158,
|
|
1.29902184009552,
|
|
1.2669174671173096,
|
|
1.2462443113327026,
|
|
1.2251611948013306,
|
|
1.224426031112671,
|
|
1.2126585245132446,
|
|
1.1816699504852295,
|
|
1.1577259302139282,
|
|
1.1497776508331299,
|
|
1.1759350299835205,
|
|
1.2160439491271973
|
|
],
|
|
"q90": [
|
|
1.394209623336792,
|
|
1.3661998510360718,
|
|
1.3383913040161133,
|
|
1.3226557970046997,
|
|
1.3062965869903564,
|
|
1.3001211881637573,
|
|
1.2918630838394165,
|
|
1.267607569694519,
|
|
1.2428820133209229,
|
|
1.2324764728546143,
|
|
1.254516839981079,
|
|
1.291373372077942
|
|
]
|
|
},
|
|
{
|
|
"step": 16,
|
|
"n_points": 27,
|
|
"last_historical_date": "2024-03",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601
|
|
],
|
|
"forecast_dates": [
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12",
|
|
"2025-01",
|
|
"2025-02",
|
|
"2025-03"
|
|
],
|
|
"point_forecast": [
|
|
1.2523874044418335,
|
|
1.2066220045089722,
|
|
1.1746571063995361,
|
|
1.1765081882476807,
|
|
1.1709487438201904,
|
|
1.169347882270813,
|
|
1.1399660110473633,
|
|
1.1141448020935059,
|
|
1.094247817993164,
|
|
1.0913820266723633,
|
|
1.1216974258422852,
|
|
1.1433929204940796
|
|
],
|
|
"q10": [
|
|
1.2494522333145142,
|
|
1.2100024223327637,
|
|
1.1815905570983887,
|
|
1.184570550918579,
|
|
1.181471824645996,
|
|
1.1847987174987793,
|
|
1.1554681062698364,
|
|
1.1273032426834106,
|
|
1.1124141216278076,
|
|
1.1068137884140015,
|
|
1.1349601745605469,
|
|
1.160623550415039
|
|
],
|
|
"q20": [
|
|
1.0595918893814087,
|
|
0.9882703423500061,
|
|
0.9449520111083984,
|
|
0.9323371648788452,
|
|
0.921808123588562,
|
|
0.9140236973762512,
|
|
0.8879625797271729,
|
|
0.8599287271499634,
|
|
0.84772127866745,
|
|
0.8464851975440979,
|
|
0.8668861389160156,
|
|
0.8764016032218933
|
|
],
|
|
"q80": [
|
|
1.3265814781188965,
|
|
1.2932963371276855,
|
|
1.2723067998886108,
|
|
1.276952862739563,
|
|
1.2762058973312378,
|
|
1.284961462020874,
|
|
1.2592799663543701,
|
|
1.2249560356140137,
|
|
1.213465929031372,
|
|
1.2041243314743042,
|
|
1.2399941682815552,
|
|
1.2660539150238037
|
|
],
|
|
"q90": [
|
|
1.3771872520446777,
|
|
1.3524072170257568,
|
|
1.3376163244247437,
|
|
1.347804307937622,
|
|
1.3534436225891113,
|
|
1.3581876754760742,
|
|
1.3364894390106201,
|
|
1.3079556226730347,
|
|
1.295357346534729,
|
|
1.2872941493988037,
|
|
1.3177791833877563,
|
|
1.340587854385376
|
|
]
|
|
},
|
|
{
|
|
"step": 17,
|
|
"n_points": 28,
|
|
"last_historical_date": "2024-04",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601,
|
|
1.2599999904632568
|
|
],
|
|
"forecast_dates": [
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12",
|
|
"2025-01",
|
|
"2025-02",
|
|
"2025-03",
|
|
"2025-04"
|
|
],
|
|
"point_forecast": [
|
|
1.2068676948547363,
|
|
1.1843211650848389,
|
|
1.1752288341522217,
|
|
1.17955482006073,
|
|
1.1717453002929688,
|
|
1.1482445001602173,
|
|
1.1248430013656616,
|
|
1.1241732835769653,
|
|
1.1235134601593018,
|
|
1.1300708055496216,
|
|
1.1367747783660889,
|
|
1.1233289241790771
|
|
],
|
|
"q10": [
|
|
1.202960729598999,
|
|
1.1801354885101318,
|
|
1.1744948625564575,
|
|
1.178760290145874,
|
|
1.1708077192306519,
|
|
1.152012586593628,
|
|
1.1264581680297852,
|
|
1.1220771074295044,
|
|
1.12774658203125,
|
|
1.1319509744644165,
|
|
1.1353538036346436,
|
|
1.1257888078689575
|
|
],
|
|
"q20": [
|
|
1.0335861444473267,
|
|
0.9781290292739868,
|
|
0.948025643825531,
|
|
0.937298595905304,
|
|
0.9195546507835388,
|
|
0.8911022543907166,
|
|
0.8684503436088562,
|
|
0.8581703901290894,
|
|
0.8552865386009216,
|
|
0.8566405177116394,
|
|
0.8587369918823242,
|
|
0.8421598076820374
|
|
],
|
|
"q80": [
|
|
1.2702223062515259,
|
|
1.2614306211471558,
|
|
1.2629116773605347,
|
|
1.27401602268219,
|
|
1.2682753801345825,
|
|
1.253630518913269,
|
|
1.23259437084198,
|
|
1.2252973318099976,
|
|
1.2373583316802979,
|
|
1.2451832294464111,
|
|
1.2524268627166748,
|
|
1.2415071725845337
|
|
],
|
|
"q90": [
|
|
1.3145431280136108,
|
|
1.313429594039917,
|
|
1.3208061456680298,
|
|
1.3359402418136597,
|
|
1.3367944955825806,
|
|
1.3163673877716064,
|
|
1.2994139194488525,
|
|
1.2974282503128052,
|
|
1.3131386041641235,
|
|
1.3206769227981567,
|
|
1.325730800628662,
|
|
1.3097118139266968
|
|
]
|
|
},
|
|
{
|
|
"step": 18,
|
|
"n_points": 29,
|
|
"last_historical_date": "2024-05",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601,
|
|
1.2599999904632568,
|
|
1.149999976158142
|
|
],
|
|
"forecast_dates": [
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12",
|
|
"2025-01",
|
|
"2025-02",
|
|
"2025-03",
|
|
"2025-04",
|
|
"2025-05"
|
|
],
|
|
"point_forecast": [
|
|
1.1386852264404297,
|
|
1.1227259635925293,
|
|
1.1132360696792603,
|
|
1.103696346282959,
|
|
1.0890148878097534,
|
|
1.0628618001937866,
|
|
1.0592650175094604,
|
|
1.0809025764465332,
|
|
1.1213948726654053,
|
|
1.1205977201461792,
|
|
1.10319983959198,
|
|
1.0873777866363525
|
|
],
|
|
"q10": [
|
|
1.1357723474502563,
|
|
1.1218345165252686,
|
|
1.1151096820831299,
|
|
1.1036633253097534,
|
|
1.088782787322998,
|
|
1.0708427429199219,
|
|
1.0614827871322632,
|
|
1.0803805589675903,
|
|
1.1256681680679321,
|
|
1.124110460281372,
|
|
1.1017175912857056,
|
|
1.0866585969924927
|
|
],
|
|
"q20": [
|
|
0.9705875515937805,
|
|
0.9261521100997925,
|
|
0.9002217650413513,
|
|
0.8800909519195557,
|
|
0.8597927689552307,
|
|
0.837051272392273,
|
|
0.8270405530929565,
|
|
0.8327914476394653,
|
|
0.8583639860153198,
|
|
0.8556785583496094,
|
|
0.8432221412658691,
|
|
0.8295676708221436
|
|
],
|
|
"q80": [
|
|
1.2012592554092407,
|
|
1.2004612684249878,
|
|
1.1944599151611328,
|
|
1.1941598653793335,
|
|
1.178646206855774,
|
|
1.1608107089996338,
|
|
1.156977653503418,
|
|
1.1782780885696411,
|
|
1.2296812534332275,
|
|
1.235266089439392,
|
|
1.2120579481124878,
|
|
1.1956090927124023
|
|
],
|
|
"q90": [
|
|
1.2429797649383545,
|
|
1.248335599899292,
|
|
1.2536859512329102,
|
|
1.251412272453308,
|
|
1.241403341293335,
|
|
1.21868097782135,
|
|
1.2173688411712646,
|
|
1.244056224822998,
|
|
1.3022620677947998,
|
|
1.3048560619354248,
|
|
1.2794227600097656,
|
|
1.25494384765625
|
|
]
|
|
},
|
|
{
|
|
"step": 19,
|
|
"n_points": 30,
|
|
"last_historical_date": "2024-06",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601,
|
|
1.2599999904632568,
|
|
1.149999976158142,
|
|
1.2000000476837158
|
|
],
|
|
"forecast_dates": [
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12",
|
|
"2025-01",
|
|
"2025-02",
|
|
"2025-03",
|
|
"2025-04",
|
|
"2025-05",
|
|
"2025-06"
|
|
],
|
|
"point_forecast": [
|
|
1.1765440702438354,
|
|
1.1661514043807983,
|
|
1.1520631313323975,
|
|
1.1195285320281982,
|
|
1.0856300592422485,
|
|
1.0768202543258667,
|
|
1.0964417457580566,
|
|
1.1255871057510376,
|
|
1.155031442642212,
|
|
1.1183977127075195,
|
|
1.1013360023498535,
|
|
1.1082254648208618
|
|
],
|
|
"q10": [
|
|
1.1751192808151245,
|
|
1.1651133298873901,
|
|
1.1592530012130737,
|
|
1.1195036172866821,
|
|
1.084028959274292,
|
|
1.0865756273269653,
|
|
1.099607229232788,
|
|
1.1274793148040771,
|
|
1.160447597503662,
|
|
1.1203389167785645,
|
|
1.0989832878112793,
|
|
1.1072871685028076
|
|
],
|
|
"q20": [
|
|
1.0206873416900635,
|
|
0.9838167428970337,
|
|
0.9575520157814026,
|
|
0.9151738882064819,
|
|
0.8827507495880127,
|
|
0.876349151134491,
|
|
0.8842628002166748,
|
|
0.8949983716011047,
|
|
0.9151624441146851,
|
|
0.883825421333313,
|
|
0.877031147480011,
|
|
0.8801717162132263
|
|
],
|
|
"q80": [
|
|
1.2346465587615967,
|
|
1.238021969795227,
|
|
1.2284244298934937,
|
|
1.199608564376831,
|
|
1.1668167114257812,
|
|
1.165637731552124,
|
|
1.1883985996246338,
|
|
1.2180571556091309,
|
|
1.25492525100708,
|
|
1.219463586807251,
|
|
1.1989303827285767,
|
|
1.2049015760421753
|
|
],
|
|
"q90": [
|
|
1.2738851308822632,
|
|
1.2814069986343384,
|
|
1.2860920429229736,
|
|
1.251664638519287,
|
|
1.2245914936065674,
|
|
1.2196787595748901,
|
|
1.2461426258087158,
|
|
1.2824065685272217,
|
|
1.3231412172317505,
|
|
1.2859265804290771,
|
|
1.2610337734222412,
|
|
1.2612855434417725
|
|
]
|
|
},
|
|
{
|
|
"step": 20,
|
|
"n_points": 31,
|
|
"last_historical_date": "2024-07",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601,
|
|
1.2599999904632568,
|
|
1.149999976158142,
|
|
1.2000000476837158,
|
|
1.2400000095367432
|
|
],
|
|
"forecast_dates": [
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12",
|
|
"2025-01",
|
|
"2025-02",
|
|
"2025-03",
|
|
"2025-04",
|
|
"2025-05",
|
|
"2025-06",
|
|
"2025-07"
|
|
],
|
|
"point_forecast": [
|
|
1.2069008350372314,
|
|
1.193657636642456,
|
|
1.1575161218643188,
|
|
1.133849859237671,
|
|
1.1235467195510864,
|
|
1.1252387762069702,
|
|
1.1443586349487305,
|
|
1.1506012678146362,
|
|
1.134141206741333,
|
|
1.1200145483016968,
|
|
1.133240818977356,
|
|
1.1518402099609375
|
|
],
|
|
"q10": [
|
|
1.2029995918273926,
|
|
1.1932077407836914,
|
|
1.1641241312026978,
|
|
1.1338424682617188,
|
|
1.12429940700531,
|
|
1.1312663555145264,
|
|
1.1450644731521606,
|
|
1.1525075435638428,
|
|
1.1395219564437866,
|
|
1.121511697769165,
|
|
1.132306456565857,
|
|
1.1525789499282837
|
|
],
|
|
"q20": [
|
|
1.0395362377166748,
|
|
0.9963122606277466,
|
|
0.951080322265625,
|
|
0.9185925126075745,
|
|
0.9062104821205139,
|
|
0.9065833687782288,
|
|
0.9181973934173584,
|
|
0.9136454463005066,
|
|
0.9018174409866333,
|
|
0.8859837055206299,
|
|
0.8985838890075684,
|
|
0.9077322483062744
|
|
],
|
|
"q80": [
|
|
1.2682971954345703,
|
|
1.2702425718307495,
|
|
1.239664077758789,
|
|
1.2174897193908691,
|
|
1.2065781354904175,
|
|
1.2155629396438599,
|
|
1.2398309707641602,
|
|
1.240811824798584,
|
|
1.2331410646438599,
|
|
1.2164467573165894,
|
|
1.2326842546463013,
|
|
1.251672387123108
|
|
],
|
|
"q90": [
|
|
1.3094301223754883,
|
|
1.3151092529296875,
|
|
1.2952126264572144,
|
|
1.273212194442749,
|
|
1.2679336071014404,
|
|
1.2713508605957031,
|
|
1.2985038757324219,
|
|
1.305957555770874,
|
|
1.2964022159576416,
|
|
1.2809231281280518,
|
|
1.2935620546340942,
|
|
1.3095386028289795
|
|
]
|
|
},
|
|
{
|
|
"step": 21,
|
|
"n_points": 32,
|
|
"last_historical_date": "2024-08",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601,
|
|
1.2599999904632568,
|
|
1.149999976158142,
|
|
1.2000000476837158,
|
|
1.2400000095367432,
|
|
1.2999999523162842
|
|
],
|
|
"forecast_dates": [
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12",
|
|
"2025-01",
|
|
"2025-02",
|
|
"2025-03",
|
|
"2025-04",
|
|
"2025-05",
|
|
"2025-06",
|
|
"2025-07",
|
|
"2025-08"
|
|
],
|
|
"point_forecast": [
|
|
1.2892454862594604,
|
|
1.2497223615646362,
|
|
1.2063699960708618,
|
|
1.2123697996139526,
|
|
1.2295829057693481,
|
|
1.2457282543182373,
|
|
1.2520256042480469,
|
|
1.1976659297943115,
|
|
1.1560035943984985,
|
|
1.15586519241333,
|
|
1.168123483657837,
|
|
1.188661813735962
|
|
],
|
|
"q10": [
|
|
1.2727627754211426,
|
|
1.2367907762527466,
|
|
1.1920455694198608,
|
|
1.1937742233276367,
|
|
1.2203925848007202,
|
|
1.2314530611038208,
|
|
1.2363964319229126,
|
|
1.1829954385757446,
|
|
1.1487408876419067,
|
|
1.1405112743377686,
|
|
1.1547985076904297,
|
|
1.1740177869796753
|
|
],
|
|
"q20": [
|
|
1.11649489402771,
|
|
1.0445278882980347,
|
|
0.9846185445785522,
|
|
0.9668428897857666,
|
|
0.9715695977210999,
|
|
0.9662386178970337,
|
|
0.9553800821304321,
|
|
0.9113569855690002,
|
|
0.8853881359100342,
|
|
0.8746424913406372,
|
|
0.875267505645752,
|
|
0.8781014680862427
|
|
],
|
|
"q80": [
|
|
1.3429784774780273,
|
|
1.3280879259109497,
|
|
1.292254090309143,
|
|
1.3056862354278564,
|
|
1.3293191194534302,
|
|
1.352075219154358,
|
|
1.3609846830368042,
|
|
1.3075883388519287,
|
|
1.279836893081665,
|
|
1.272203803062439,
|
|
1.2965717315673828,
|
|
1.3177393674850464
|
|
],
|
|
"q90": [
|
|
1.3865525722503662,
|
|
1.3712806701660156,
|
|
1.3499008417129517,
|
|
1.3717585802078247,
|
|
1.4015172719955444,
|
|
1.4236888885498047,
|
|
1.4422738552093506,
|
|
1.3891522884368896,
|
|
1.3545751571655273,
|
|
1.349416732788086,
|
|
1.363886833190918,
|
|
1.3921372890472412
|
|
]
|
|
},
|
|
{
|
|
"step": 22,
|
|
"n_points": 33,
|
|
"last_historical_date": "2024-09",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601,
|
|
1.2599999904632568,
|
|
1.149999976158142,
|
|
1.2000000476837158,
|
|
1.2400000095367432,
|
|
1.2999999523162842,
|
|
1.2799999713897705
|
|
],
|
|
"forecast_dates": [
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12",
|
|
"2025-01",
|
|
"2025-02",
|
|
"2025-03",
|
|
"2025-04",
|
|
"2025-05",
|
|
"2025-06",
|
|
"2025-07",
|
|
"2025-08",
|
|
"2025-09"
|
|
],
|
|
"point_forecast": [
|
|
1.2395873069763184,
|
|
1.192650318145752,
|
|
1.1737117767333984,
|
|
1.1951370239257812,
|
|
1.232491135597229,
|
|
1.265418291091919,
|
|
1.2109034061431885,
|
|
1.1846691370010376,
|
|
1.1904014348983765,
|
|
1.2089793682098389,
|
|
1.2557576894760132,
|
|
1.2761039733886719
|
|
],
|
|
"q10": [
|
|
1.2416894435882568,
|
|
1.1871181726455688,
|
|
1.1744379997253418,
|
|
1.19320547580719,
|
|
1.2350860834121704,
|
|
1.2670172452926636,
|
|
1.211256980895996,
|
|
1.1898648738861084,
|
|
1.1905932426452637,
|
|
1.1989935636520386,
|
|
1.247326135635376,
|
|
1.268507480621338
|
|
],
|
|
"q20": [
|
|
1.097076654434204,
|
|
1.0414971113204956,
|
|
1.0175477266311646,
|
|
1.0278714895248413,
|
|
1.0624254941940308,
|
|
1.0802021026611328,
|
|
1.0272504091262817,
|
|
1.0036317110061646,
|
|
1.0009558200836182,
|
|
1.001404047012329,
|
|
1.0334482192993164,
|
|
1.042593240737915
|
|
],
|
|
"q80": [
|
|
1.2870674133300781,
|
|
1.2494632005691528,
|
|
1.2323118448257446,
|
|
1.2594434022903442,
|
|
1.3010603189468384,
|
|
1.3373479843139648,
|
|
1.2841951847076416,
|
|
1.2637286186218262,
|
|
1.2685482501983643,
|
|
1.2876002788543701,
|
|
1.339444637298584,
|
|
1.3590757846832275
|
|
],
|
|
"q90": [
|
|
1.3212705850601196,
|
|
1.2820069789886475,
|
|
1.2749484777450562,
|
|
1.2991927862167358,
|
|
1.3489611148834229,
|
|
1.384088397026062,
|
|
1.3305764198303223,
|
|
1.3098028898239136,
|
|
1.3174644708633423,
|
|
1.334850788116455,
|
|
1.387671709060669,
|
|
1.4108545780181885
|
|
]
|
|
},
|
|
{
|
|
"step": 23,
|
|
"n_points": 34,
|
|
"last_historical_date": "2024-10",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601,
|
|
1.2599999904632568,
|
|
1.149999976158142,
|
|
1.2000000476837158,
|
|
1.2400000095367432,
|
|
1.2999999523162842,
|
|
1.2799999713897705,
|
|
1.2699999809265137
|
|
],
|
|
"forecast_dates": [
|
|
"2024-11",
|
|
"2024-12",
|
|
"2025-01",
|
|
"2025-02",
|
|
"2025-03",
|
|
"2025-04",
|
|
"2025-05",
|
|
"2025-06",
|
|
"2025-07",
|
|
"2025-08",
|
|
"2025-09",
|
|
"2025-10"
|
|
],
|
|
"point_forecast": [
|
|
1.200866460800171,
|
|
1.1866711378097534,
|
|
1.2232941389083862,
|
|
1.2719991207122803,
|
|
1.2799842357635498,
|
|
1.2515898942947388,
|
|
1.1958189010620117,
|
|
1.19310462474823,
|
|
1.2179431915283203,
|
|
1.2518219947814941,
|
|
1.2716079950332642,
|
|
1.2360819578170776
|
|
],
|
|
"q10": [
|
|
1.2021855115890503,
|
|
1.1821584701538086,
|
|
1.2226784229278564,
|
|
1.273689866065979,
|
|
1.2845158576965332,
|
|
1.2485958337783813,
|
|
1.1959373950958252,
|
|
1.1964659690856934,
|
|
1.2180784940719604,
|
|
1.2440263032913208,
|
|
1.2621558904647827,
|
|
1.2280503511428833
|
|
],
|
|
"q20": [
|
|
1.0769736766815186,
|
|
1.0466127395629883,
|
|
1.0687201023101807,
|
|
1.1035237312316895,
|
|
1.1067966222763062,
|
|
1.0670413970947266,
|
|
1.0116249322891235,
|
|
1.003699779510498,
|
|
1.0221866369247437,
|
|
1.0382513999938965,
|
|
1.0417994260787964,
|
|
1.0053966045379639
|
|
],
|
|
"q80": [
|
|
1.2458512783050537,
|
|
1.2381772994995117,
|
|
1.2802457809448242,
|
|
1.3395813703536987,
|
|
1.3537287712097168,
|
|
1.3230884075164795,
|
|
1.2715508937835693,
|
|
1.2736643552780151,
|
|
1.3004214763641357,
|
|
1.338258147239685,
|
|
1.3596911430358887,
|
|
1.3208271265029907
|
|
],
|
|
"q90": [
|
|
1.2776029109954834,
|
|
1.2695484161376953,
|
|
1.3248724937438965,
|
|
1.3829126358032227,
|
|
1.4010111093521118,
|
|
1.3700647354125977,
|
|
1.3196228742599487,
|
|
1.3224942684173584,
|
|
1.3526369333267212,
|
|
1.3852152824401855,
|
|
1.4081038236618042,
|
|
1.3699979782104492
|
|
]
|
|
},
|
|
{
|
|
"step": 24,
|
|
"n_points": 35,
|
|
"last_historical_date": "2024-11",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601,
|
|
1.2599999904632568,
|
|
1.149999976158142,
|
|
1.2000000476837158,
|
|
1.2400000095367432,
|
|
1.2999999523162842,
|
|
1.2799999713897705,
|
|
1.2699999809265137,
|
|
1.2200000286102295
|
|
],
|
|
"forecast_dates": [
|
|
"2024-12",
|
|
"2025-01",
|
|
"2025-02",
|
|
"2025-03",
|
|
"2025-04",
|
|
"2025-05",
|
|
"2025-06",
|
|
"2025-07",
|
|
"2025-08",
|
|
"2025-09",
|
|
"2025-10",
|
|
"2025-11"
|
|
],
|
|
"point_forecast": [
|
|
1.2384696006774902,
|
|
1.2530195713043213,
|
|
1.3186349868774414,
|
|
1.3470391035079956,
|
|
1.2608959674835205,
|
|
1.1712164878845215,
|
|
1.1867536306381226,
|
|
1.2420611381530762,
|
|
1.26655912399292,
|
|
1.2961373329162598,
|
|
1.2294163703918457,
|
|
1.166834831237793
|
|
],
|
|
"q10": [
|
|
1.2286468744277954,
|
|
1.2455438375473022,
|
|
1.3089576959609985,
|
|
1.3339853286743164,
|
|
1.2469478845596313,
|
|
1.149349570274353,
|
|
1.1650605201721191,
|
|
1.2206904888153076,
|
|
1.2502191066741943,
|
|
1.267012357711792,
|
|
1.2066657543182373,
|
|
1.1346192359924316
|
|
],
|
|
"q20": [
|
|
1.1213350296020508,
|
|
1.1162383556365967,
|
|
1.1598260402679443,
|
|
1.164056420326233,
|
|
1.0658612251281738,
|
|
0.9682412147521973,
|
|
0.9661321043968201,
|
|
1.0035676956176758,
|
|
1.0229461193084717,
|
|
1.0328454971313477,
|
|
0.9562720656394958,
|
|
0.8820796608924866
|
|
],
|
|
"q80": [
|
|
1.2744736671447754,
|
|
1.3042716979980469,
|
|
1.3755841255187988,
|
|
1.4136451482772827,
|
|
1.3280566930770874,
|
|
1.2414281368255615,
|
|
1.265558123588562,
|
|
1.3200562000274658,
|
|
1.3582563400268555,
|
|
1.391558051109314,
|
|
1.325316071510315,
|
|
1.2584038972854614
|
|
],
|
|
"q90": [
|
|
1.3033584356307983,
|
|
1.337569236755371,
|
|
1.418811321258545,
|
|
1.4565141201019287,
|
|
1.3784044981002808,
|
|
1.289095401763916,
|
|
1.3142638206481934,
|
|
1.378018856048584,
|
|
1.411327838897705,
|
|
1.4371509552001953,
|
|
1.3814256191253662,
|
|
1.3204567432403564
|
|
]
|
|
},
|
|
{
|
|
"step": 25,
|
|
"n_points": 36,
|
|
"last_historical_date": "2024-12",
|
|
"historical_dates": [
|
|
"2022-01",
|
|
"2022-02",
|
|
"2022-03",
|
|
"2022-04",
|
|
"2022-05",
|
|
"2022-06",
|
|
"2022-07",
|
|
"2022-08",
|
|
"2022-09",
|
|
"2022-10",
|
|
"2022-11",
|
|
"2022-12",
|
|
"2023-01",
|
|
"2023-02",
|
|
"2023-03",
|
|
"2023-04",
|
|
"2023-05",
|
|
"2023-06",
|
|
"2023-07",
|
|
"2023-08",
|
|
"2023-09",
|
|
"2023-10",
|
|
"2023-11",
|
|
"2023-12",
|
|
"2024-01",
|
|
"2024-02",
|
|
"2024-03",
|
|
"2024-04",
|
|
"2024-05",
|
|
"2024-06",
|
|
"2024-07",
|
|
"2024-08",
|
|
"2024-09",
|
|
"2024-10",
|
|
"2024-11",
|
|
"2024-12"
|
|
],
|
|
"historical_values": [
|
|
0.8899999856948853,
|
|
0.8899999856948853,
|
|
1.0199999809265137,
|
|
0.8799999952316284,
|
|
0.8500000238418579,
|
|
0.8799999952316284,
|
|
0.8799999952316284,
|
|
0.8999999761581421,
|
|
0.8799999952316284,
|
|
0.949999988079071,
|
|
0.7699999809265137,
|
|
0.7799999713897705,
|
|
0.8700000047683716,
|
|
0.9800000190734863,
|
|
1.2100000381469727,
|
|
1.0,
|
|
0.9399999976158142,
|
|
1.0800000429153442,
|
|
1.1799999475479126,
|
|
1.2400000095367432,
|
|
1.4700000286102295,
|
|
1.3200000524520874,
|
|
1.1799999475479126,
|
|
1.159999966621399,
|
|
1.2200000286102295,
|
|
1.350000023841858,
|
|
1.340000033378601,
|
|
1.2599999904632568,
|
|
1.149999976158142,
|
|
1.2000000476837158,
|
|
1.2400000095367432,
|
|
1.2999999523162842,
|
|
1.2799999713897705,
|
|
1.2699999809265137,
|
|
1.2200000286102295,
|
|
1.2000000476837158
|
|
],
|
|
"forecast_dates": [
|
|
"2025-01",
|
|
"2025-02",
|
|
"2025-03",
|
|
"2025-04",
|
|
"2025-05",
|
|
"2025-06",
|
|
"2025-07",
|
|
"2025-08",
|
|
"2025-09",
|
|
"2025-10",
|
|
"2025-11",
|
|
"2025-12"
|
|
],
|
|
"point_forecast": [
|
|
1.25933837890625,
|
|
1.285666823387146,
|
|
1.2950127124786377,
|
|
1.2207623720169067,
|
|
1.170255422592163,
|
|
1.1455552577972412,
|
|
1.1702347993850708,
|
|
1.2026824951171875,
|
|
1.1909748315811157,
|
|
1.1490840911865234,
|
|
1.080478549003601,
|
|
1.0613453388214111
|
|
],
|
|
"q10": [
|
|
1.2481880187988281,
|
|
1.2773758172988892,
|
|
1.286991834640503,
|
|
1.2084007263183594,
|
|
1.1533130407333374,
|
|
1.1275498867034912,
|
|
1.1510555744171143,
|
|
1.1859495639801025,
|
|
1.1784849166870117,
|
|
1.1264795064926147,
|
|
1.0624356269836426,
|
|
1.036609172821045
|
|
],
|
|
"q20": [
|
|
1.1407020092010498,
|
|
1.1406043767929077,
|
|
1.126852035522461,
|
|
1.0352504253387451,
|
|
0.9691494703292847,
|
|
0.9420379400253296,
|
|
0.9503718018531799,
|
|
0.970925509929657,
|
|
0.9594371318817139,
|
|
0.9079477190971375,
|
|
0.8361266255378723,
|
|
0.8022069334983826
|
|
],
|
|
"q80": [
|
|
1.2971320152282715,
|
|
1.3400218486785889,
|
|
1.3547290563583374,
|
|
1.2898554801940918,
|
|
1.2390310764312744,
|
|
1.2180578708648682,
|
|
1.248227596282959,
|
|
1.2842004299163818,
|
|
1.2832940816879272,
|
|
1.240414023399353,
|
|
1.175971508026123,
|
|
1.153149962425232
|
|
],
|
|
"q90": [
|
|
1.3239599466323853,
|
|
1.3751201629638672,
|
|
1.403548240661621,
|
|
1.3310348987579346,
|
|
1.2891905307769775,
|
|
1.2702757120132446,
|
|
1.2997852563858032,
|
|
1.3408125638961792,
|
|
1.3354730606079102,
|
|
1.286876916885376,
|
|
1.2283769845962524,
|
|
1.2169079780578613
|
|
]
|
|
}
|
|
]
|
|
} |