{"schema_version":"1.0","name":"AOTS Technical Research Pack","type":"technical_research_pack","method_version":"technical-research-pack-1","as_of":"2026-08-21","ticker":{"uuid":"0a202bb9-28c5-42cb-84ce-1389b65fc098","symbol":"AOTS","name":"AOT SOFTWARE PLATFORM ETF","exchange":"NYSEARCA","country":"US","asset_type":"etf","currency":"USD","sector":null,"industry":null},"summary":"The completed price path and its progression through the positioning zones can be described, but there is not enough usable Market Dynamics history to confirm or challenge the technical state.","sections":[{"name":"Executive technical read","description":"Completed-week price state, Market Dynamics alignment, current price and the principal technical KPIs."},{"name":"Market Dynamics","description":"The proprietary relationship between completed price, underlying support, positioning zones and confirmation."},{"name":"Ticker evidence record","description":"Current application, comparable historical conditions, zone outcomes and practical review conditions."},{"name":"Adaptive technical evidence","description":"Six condition-selected views: Trend, acceptance and volatility envelope, Activity pressure and cumulative balance, Range pressure and compression, Directional strength and control, Acceleration, deceleration and rollover, Range position and boundary pressure."},{"name":"SM Tape Intelligence","description":"Resolved consensus with Control, Force, Direction and Confirmation gauges against completed price."},{"name":"Research boundary","description":"Dated scope, interpretation limits, methodology version and source references."}],"research":{"available":true,"asOf":"2026-08-21","observations":35,"displayedObservations":35,"assetType":"ETF","state":"Aligned upward","stateTone":"positive","summary":"The completed price path and its progression through the positioning zones can be described, but there is not enough usable Market Dynamics history to confirm or challenge the technical state.","evidenceAlignment":{"status":"Evidence developing","headline":"Price structure is visible; Market Dynamics is not yet established","summary":"The completed price path and its progression through the positioning zones can be described, but there is not enough usable Market Dynamics history to confirm or challenge the technical state.","take":"Treat movement through the zones as price-location context only. Reaching the upper zone shows extension, but without an established Market Dynamics read it does not by itself establish active distribution, divergence or reversal risk.","tone":"neutral","conflict":false},"marketDynamics":{"available":true,"readAvailable":false,"dates":["2026-07-10","2026-07-17","2026-07-24","2026-07-31","2026-08-07","2026-08-14","2026-08-21"],"values":[0.245645,0.340151,0.343267,0.363146,0.340493,0.305978,0.31057],"opens":[23.01,23.32,23.2751,22.88,23.21,23.23,23.24],"highs":[23.45,23.5884,23.2751,23.44,23.24,23.255,23.26],"lows":[23.01,23.1,22.07,22.57,23.2,23.23,23.24],"closes":[23.2998,23.2076,22.4345,23.25,23.2301,23.255,23.25],"hoverRows":[[{"label":"Open","value":"23.0","className":"is-ohlc","compact":true},{"label":"High","value":"23.4","className":"is-ohlc","compact":true},{"label":"Low","value":"23.0","className":"is-ohlc","compact":true},{"label":"Close","value":"23.3","className":"is-ohlc","compact":true},{"label":"Market 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This describes price location only; it does not establish active distribution or a reversal.","tone":"neutral"},"chartSummary":"Price is in the distribution zone. The Market Dynamics bars show whether underlying support is keeping pace with that elevated price.","summary":"Across the displayed history, price has progressed from the lower accumulation area, through the middle range and into the upper positioning zone. This describes price location only; it does not establish active distribution or a reversal.","annotations":[{"label":"Current tape relationship","value":"Zone progression","detail":"Market Dynamics strengthened this week and remains positive.","tone":"neutral"},{"label":"Price location","value":"Upper positioning zone","detail":"Price is in the area labelled as the distribution zone on the chart. With limited Market Dynamics history, the label describes location and extension only.","tone":"caution"},{"label":"Latest positioning marker","value":"None in view","detail":"Entering the lower zone alone does not create a positioning confirmation.","tone":"neutral"},{"label":"Market Dynamics confirmation","value":"Unavailable","detail":"Too little usable Market Dynamics history is available for a directional confirmation read.","tone":"neutral"}],"relationshipEvidence":{"available":true,"asOf":"2026-08-21","observations":27,"relationship":{"sameWeekCorrelation":-0.18,"forwardCorrelation":0.06,"directionalAgreement":66.7,"sample":3,"correlationSample":26,"label":"Variable 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elevated relative to Market Dynamics","kind":"structuralDivergence","expectedDirection":"lower","episodes":0,"completedEpisodes":0,"activeEpisodes":0,"horizons":[{"weeks":4,"sample":0,"expectedCount":0,"confidence":"Not enough evidence"},{"weeks":12,"sample":0,"expectedCount":0,"confidence":"Not enough evidence"},{"weeks":26,"sample":0,"expectedCount":0,"confidence":"Not enough 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Reaching the upper zone shows extension, but without an established Market Dynamics read it does not by itself establish active distribution, divergence or reversal risk.","invalidate":"Reassess the reading when either price structure or the Market Dynamics state changes materially.","level":"positive","direction":"strengthening","zone":"distribution","zoneContext":"Across the displayed history, price has progressed from the lower accumulation area, through the middle range and into the upper positioning zone. This describes price location only; it does not establish active distribution or a reversal.","historical":{"label":"Broad directional cases","weeks":12,"direction":"lower","sample":0},"nowContext":{"label":"Slightly stronger this week","detail":"Market Dynamics strengthened this week and remains positive."},"fourWeekContext":{"label":"Broadly steady over four weeks","detail":"The broader path has not changed enough to establish a new direction."},"priceContext":{"label":"Price structure is upward","detail":"Price is responding in the same broad direction as Market Dynamics."}},"strategyApproach":{"headline":"Strategy observations from this ticker's own record","summary":"The current reading identifies the setup. The observations below show how this ticker's completed history can guide positioning, confirmation and risk control without treating any one reading as a forecast.","observations":[{"eyebrow":"Divergence control","title":"Do not chase price while the underlying evidence lags","tone":"caution","approach":"Use the gap to review position size, protect gains and wait for either Market Dynamics to catch up or price to correct. The disagreement is a warning condition, not an automatic exit.","finding":"The current relationship is visible, but this ticker does not yet have a completed comparable outcome.","watch":"Reassess the reading when either price structure or the Market Dynamics state changes materially."},{"eyebrow":"Position management","title":"Separate downside warning from short execution","tone":"negative","finding":"Across 1 completed distribution cycles, the average gross downside opportunity was 3.7%, while the average adverse move was 0.0%.","approach":"Use distribution to reduce or hedge first. A short entry needs confirmed weakness because price can continue rising while distribution persists.","watch":"Reassess the reading when either price structure or the Market Dynamics state changes materially."}]},"summary":"This record compares the ticker's completed price path with its published Market Dynamics history."},"events":{"positioning_recoveries":[],"reversal_warnings":[],"reversal_dangers":[]}},"smTape":{"available":true,"dates":["2025-12-26","2026-01-02","2026-01-09","2026-01-16","2026-01-23","2026-01-30","2026-02-06","2026-02-13","2026-02-20","2026-02-27","2026-03-06","2026-03-13","2026-03-20","2026-03-27","2026-04-03","2026-04-10","2026-04-17","2026-04-24","2026-05-01","2026-05-08","2026-05-15","2026-05-22","2026-05-29","2026-06-05","2026-06-12","2026-06-19","2026-06-26","2026-07-03","2026-07-10","2026-07-17","2026-07-24","2026-07-31","2026-08-07","2026-08-14","2026-08-21"],"close":[25.3474,24.6385,25.0454,24.03,23.8904,23.4632,22.4801,21.65,21.94,21.9677,22.37,21.65,21.2063,20.29,21.1492,21.2746,22.9766,22.72,22.8513,23.2632,23.1312,23.2643,24.0214,23.1397,22.2135,22.1786,21.744,23.0734,23.2998,23.2076,22.4345,23.25,23.2301,23.255,23.25],"consensus":[49.9459,-88.7812,0.0,-56.8627,-56.0841,-70.3653,-73.8659,-82.1389,-25.4975,-31.361,0.0,-57.2153,-65.843,-78.3511,0.0,-27.7087,58.2557,15.0603,34.6654,52.3261,19.8874,32.5731,68.4886,-23.1335,-45.9158,-30.7325,-42.1478,39.8272,34.3624,12.6359,-29.6851,42.3053,16.2964,24.7172,18.8043],"supportDates":["2025-12-26","2026-01-02","2026-01-09","2026-01-16","2026-01-23","2026-01-30","2026-02-06","2026-02-13","2026-02-20","2026-02-27","2026-03-06","2026-03-13","2026-03-20","2026-03-27","2026-04-03","2026-04-10","2026-04-17","2026-04-24","2026-05-01","2026-05-08","2026-05-15","2026-05-22","2026-05-29","2026-06-05","2026-06-12","2026-06-19","2026-06-26","2026-07-03","2026-07-10","2026-07-17","2026-07-24","2026-07-31","2026-08-07","2026-08-14","2026-08-21"],"control":[null,null,null,null,null,-77.505,-79.8138,-86.1283,-4.4468,-14.4575,0.0,-73.3898,-70.816,-85.2322,0.0,-23.7297,56.2235,4.3986,30.3541,50.9886,20.7433,31.1721,68.2962,-30.5576,-47.9261,-32.2024,-35.1535,47.7058,33.1122,0.8803,-36.613,39.5608,23.7411,35.7717,11.9604],"force":[49.9459,-88.7812,0.0,-56.8627,-2.471,-47.6704,-51.1145,-71.644,-18.2714,-6.2123,0.0,-41.5079,-48.8476,-63.7539,0.0,-1.9708,77.1293,3.9055,28.1053,51.2795,2.0116,16.7338,76.4002,-65.6265,-62.9744,-24.7924,-49.6349,58.9704,26.0929,3.3396,-66.1148,72.7142,3.9627,13.9328,8.4361],"direction":[null,null,null,null,-97.9092,-78.4161,-83.3194,-85.0759,-80.8188,-77.5173,0.0,-49.9497,-72.2991,-80.9135,0.0,-50.6403,47.0971,40.7922,44.2785,54.6023,34.5513,45.488,63.0575,-15.7034,-31.4335,-33.2956,-44.7933,17.1493,41.698,37.4819,-4.2538,23.7212,16.598,19.7866,34.0317],"intensity":[null,null,null,null,100.0,40.0,100.0,57.1429,62.5,11.1111,20.0,54.5455,41.6667,76.9231,64.2857,40.0,100.0,35.2941,5.5556,26.3158,10.0,14.2857,63.6364,78.2609,95.8333,20.0,76.9231,92.5926,82.1429,13.7931,80.0,54.8387,40.625,3.0303,2.9412],"confirmation":[38.6494,51.0766,0.736,40.8627,38.7275,89.7164,90.8531,93.9038,11.0439,55.8066,9.3174,85.5837,88.476,92.5226,35.918,53.4764,87.248,27.9036,78.9587,84.7328,51.446,77.962,90.1604,34.6013,83.1823,77.631,81.822,81.2081,78.763,27.1149,56.7447,82.5063,50.0589,75.4124,55.0],"persistence":[null,null,0.0,25.0,40.0,50.0,57.1429,62.5,87.5,87.5,87.5,87.5,87.5,87.5,75.0,75.0,50.0,25.0,12.5,12.5,37.5,62.5,75.0,75.0,50.0,25.0,0.0,0.0,0.0,0.0,25.0,0.0,25.0,50.0,75.0],"assessmentRisk":[null,null,null,null,21.4841,14.014,13.0636,8.9258,37.1935,34.0253,7.229,28.6076,11.8231,10.6845,44.5381,14.6934,20.0139,42.3208,31.6585,23.5008,1.6671,17.8765,12.7453,3.1099,19.2668,29.7871,28.7915,24.3931,27.8104,40.7345,55.0293,8.1041,13.4743,8.7233,33.0815],"volumeParticipation":true,"latest":{"consensus":18.8,"control":12.0,"force":8.4,"direction":34.0,"confirmation":55.0,"persistence":75.0,"assessmentRisk":33.1,"intensity":2.9,"evidenceDepth":100},"analysis":{"status":"Price structure has the available support","headline":"The gauges support the price-technical view","summary":"Market Dynamics does not provide a directional confirmation. The completed evidence supports the upward price structure.","take":"Current assessment: follow price structure with limited confirmation.","tone":"positive","supportedView":"Price structure","direction":"upward","disagreement":false},"support":{"window":"Latest 12 months","controlState":"Control support is limited","controlPath":"Control support is easing","forceState":"Commitment is limited","forcePath":"Commitment is easing","directionState":"Upward follow-through","persistenceState":"Established","confirmationState":"Qualified support","riskState":"Contained","intensityState":"Quiet"},"cards":[{"label":"SM Consensus Gauge","value":"+18.8","detail":"Price structure has the available support","tone":"positive"},{"label":"SM Control Gauge","value":"+12.0","detail":"Control support is limited","tone":"positive"},{"label":"SM Force Gauge","value":"+8.4","detail":"Commitment is limited","tone":"positive"},{"label":"SM Direction Gauge","value":"+34.0","detail":"Upward follow-through","tone":"positive"},{"label":"SM Confirmation Gauge","value":"55/100","detail":"Qualified support","tone":"neutral"}]},"kpis":[{"label":"Price structure","value":"Aligned upward","detail":"completed-week alignment","tone":"positive"},{"label":"Momentum","value":"45.7","detail":"Negative","tone":"negative"},{"label":"Risk pressure","value":"3.0%","detail":"Contained","tone":"neutral"},{"label":"Trend quality","value":"22.9","detail":"Range-led","tone":"neutral"},{"label":"Range position","value":"70%","detail":"location inside observed range","tone":"neutral"},{"label":"Adaptive set","value":"6 views","detail":"selected for the current tape","tone":"neutral"}],"charts":[{"key":"price","eyebrow":"Price architecture","title":"Trend, acceptance and volatility envelope","description":"Price is shown against fast and slow trend references with its current volatility envelope.","reason":"Selected as the anchor because price and its trend references are aligned upward.","series":[{"label":"Close","values":[25.3474,24.6385,25.0454,24.03,23.8904,23.4632,22.4801,21.65,21.94,21.9677,22.37,21.65,21.2063,20.29,21.1492,21.2746,22.9766,22.72,22.8513,23.2632,23.1312,23.2643,24.0214,23.1397,22.2135,22.1786,21.744,23.0734,23.2998,23.2076,22.4345,23.25,23.2301,23.255,23.25],"stroke":"#10243b","width":2.1},{"label":"Fast trend","values":[null,null,null,null,24.7792,24.5399,24.1654,23.708,23.3866,23.1286,22.9907,22.7469,22.4668,22.071,21.9034,21.7891,22.005,22.135,22.2652,22.4467,22.5711,22.6972,22.9379,22.9746,22.8362,22.7167,22.5398,22.6368,22.7574,22.8392,22.7656,22.8537,22.9221,22.9827,23.0313],"stroke":"#176fa3","width":1.7},{"label":"Slow trend","values":[null,null,null,null,null,null,null,null,null,null,null,null,23.672,23.4215,23.2532,23.1066,23.097,23.0691,23.0529,23.0685,23.0732,23.0873,23.1565,23.1553,23.0855,23.0183,22.9239,22.935,22.962,22.9802,22.9398,22.9628,22.9826,23.0028,23.0211],"stroke":"#07865c","width":1.8},{"label":"Upper envelope","values":[null,null,null,null,null,null,null,null,null,26.0334,25.8915,25.8162,25.7771,25.8413,25.7492,25.6473,25.5812,25.502,25.4372,25.4084,25.0234,24.7921,24.549,24.4051,24.2057,24.0706,24.0467,24.1298,24.2372,24.3215,24.3244,24.3968,24.4164,24.219,24.1236],"stroke":"#98a9b8","width":1.0,"dash":[6,5]},{"label":"Lower envelope","values":[null,null,null,null,null,null,null,null,null,20.8571,20.8036,20.5959,20.3274,19.8685,19.7332,19.6518,19.7564,19.8412,19.925,20.0119,20.1754,20.2693,20.4099,20.4648,20.4965,20.5032,20.4535,20.5127,20.5413,20.581,20.5845,20.6721,20.8549,21.3488,21.6542],"stroke":"#98a9b8","width":1.0,"dash":[6,5]}],"guides":[],"dates":["2025-12-26","2026-01-02","2026-01-09","2026-01-16","2026-01-23","2026-01-30","2026-02-06","2026-02-13","2026-02-20","2026-02-27","2026-03-06","2026-03-13","2026-03-20","2026-03-27","2026-04-03","2026-04-10","2026-04-17","2026-04-24","2026-05-01","2026-05-08","2026-05-15","2026-05-22","2026-05-29","2026-06-05","2026-06-12","2026-06-19","2026-06-26","2026-07-03","2026-07-10","2026-07-17","2026-07-24","2026-07-31","2026-08-07","2026-08-14","2026-08-21"]},{"key":"participation","eyebrow":"Participation","title":"Activity pressure and cumulative balance","description":"Observed activity is compared with its normal backdrop while cumulative balance tracks directional participation.","reason":"Selected because participation is confirming or diverging from the latest price path.","series":[{"label":"Activity versus norm","values":[null,null,null,null,null,null,null,55.4056,21.7099,40.5108,22.9302,22.0204,35.2768,28.7505,1.954,10.1433,43.4121,26.9621,44.8823,48.1944,44.8505,25.6404,85.6776,67.8192,55.276,45.4551,142.4315,61.0393,35.2081,38.0594,625.5484,830.7274,44.8029,17.5328,49.0661],"stroke":"#1678a7","width":1.8},{"label":"Cumulative balance","values":[null,null,null,null,null,null,null,65.0,66.6257,69.4712,70.9666,69.6256,67.5873,66.0124,66.1124,66.6023,68.6275,67.4215,69.3694,71.4055,69.8517,70.5789,72.8041,71.282,70.1427,69.3384,66.9421,67.858,68.3666,67.8613,65.0,85.0565,83.9875,84.3983,83.2218],"stroke":"#07865c","width":1.7}],"guides":[{"label":"Typical activity","values":[100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0,100.0],"stroke":"#8fa0af","width":1.0,"dash":[6,5]}],"dates":["2025-12-26","2026-01-02","2026-01-09","2026-01-16","2026-01-23","2026-01-30","2026-02-06","2026-02-13","2026-02-20","2026-02-27","2026-03-06","2026-03-13","2026-03-20","2026-03-27","2026-04-03","2026-04-10","2026-04-17","2026-04-24","2026-05-01","2026-05-08","2026-05-15","2026-05-22","2026-05-29","2026-06-05","2026-06-12","2026-06-19","2026-06-26","2026-07-03","2026-07-10","2026-07-17","2026-07-24","2026-07-31","2026-08-07","2026-08-14","2026-08-21"]},{"key":"volatility","eyebrow":"Risk geometry","title":"Range pressure and compression","description":"Movement pressure and envelope width show whether risk is expanding, settling or compressed.","reason":"Selected because current variability is unusually compressed or expanded versus this ticker's own tape.","series":[{"label":"Range pressure","values":[null,null,null,null,null,null,null,null,null,null,null,null,null,3.6229,3.5176,3.5291,3.5955,3.6068,3.4925,3.3514,3.2625,3.1411,3.0954,3.4254,3.6943,3.6517,3.8063,3.7661,3.598,3.5046,3.7501,3.669,3.4252,3.1848,2.9641],"stroke":"#c13f3f","width":1.9},{"label":"Envelope width","values":[null,null,null,null,null,null,null,null,null,22.0782,21.7922,22.4955,23.6405,26.1336,26.4544,26.4712,25.6949,24.9687,24.3029,23.7625,21.4522,20.0739,18.4129,17.5632,16.5951,16.0068,16.149,16.2051,16.5075,16.6609,16.6554,16.5286,15.7344,12.5978,10.7886],"stroke":"#b87806","width":1.7}],"guides":[],"dates":["2025-12-26","2026-01-02","2026-01-09","2026-01-16","2026-01-23","2026-01-30","2026-02-06","2026-02-13","2026-02-20","2026-02-27","2026-03-06","2026-03-13","2026-03-20","2026-03-27","2026-04-03","2026-04-10","2026-04-17","2026-04-24","2026-05-01","2026-05-08","2026-05-15","2026-05-22","2026-05-29","2026-06-05","2026-06-12","2026-06-19","2026-06-26","2026-07-03","2026-07-10","2026-07-17","2026-07-24","2026-07-31","2026-08-07","2026-08-14","2026-08-21"]},{"key":"directional","eyebrow":"Trend quality","title":"Directional strength and control","description":"Directional pressure shows which side controls the tape while strength remains direction-neutral.","reason":"Selected because directional control or trend strength is materially changing.","series":[{"label":"Trend strength","values":[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,36.4797,33.9836,32.0168,30.3522,28.8231,27.1912,25.6759,24.2472,22.9127],"stroke":"#10243b","width":2.0},{"label":"Positive direction","values":[null,null,null,null,null,null,null,null,null,null,null,null,null,5.4234,4.976,11.2455,20.1248,18.8395,17.9627,20.5555,19.7189,19.7891,24.8796,25.7274,23.0745,21.7108,19.7273,25.6665,27.2604,27.3066,24.5127,23.8296,23.7227,23.8102,23.8126],"stroke":"#07865c","width":1.6},{"label":"Negative 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impulse is unusually active or is approaching a change of direction.","series":[{"label":"Impulse","values":[null,null,null,null,null,null,null,null,null,null,null,null,-0.9835,-1.102,-1.1137,-1.1002,-0.9413,-0.8266,-0.7168,-0.5897,-0.494,-0.4027,-0.2663,-0.2266,-0.2669,-0.2982,-0.354,-0.2876,-0.2142,-0.1617,-0.1803,-0.1279,-0.0869,-0.0518,-0.0241],"stroke":"#1678a7","width":2.0},{"label":"Signal","values":[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.0225,-0.9833,-0.93,-0.862,-0.7884,-0.7112,-0.6222,-0.5431,-0.4879,-0.4499,-0.4307,-0.4021,-0.3645,-0.324,-0.2952,-0.2618,-0.2268,-0.1918,-0.1582],"stroke":"#b87806","width":1.7},{"label":"Expansion","values":[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0812,0.1568,0.2132,0.2722,0.2944,0.3085,0.356,0.3165,0.221,0.1518,0.0768,0.1145,0.1503,0.1623,0.1149,0.1339,0.1399,0.14,0.1342],"stroke":"#07865c","width":1.0,"fill":"rgba(7,134,92,.12)"}],"guides":[{"label":"Neutral","values":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"stroke":"#8fa0af","width":1.0,"dash":[6,5]}],"dates":["2025-12-26","2026-01-02","2026-01-09","2026-01-16","2026-01-23","2026-01-30","2026-02-06","2026-02-13","2026-02-20","2026-02-27","2026-03-06","2026-03-13","2026-03-20","2026-03-27","2026-04-03","2026-04-10","2026-04-17","2026-04-24","2026-05-01","2026-05-08","2026-05-15","2026-05-22","2026-05-29","2026-06-05","2026-06-12","2026-06-19","2026-06-26","2026-07-03","2026-07-10","2026-07-17","2026-07-24","2026-07-31","2026-08-07","2026-08-14","2026-08-21"]},{"key":"range","eyebrow":"Acceptance 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AOTS Technical Research Pack, completed week 2026-08-21, https://sharemaestro.com/terminal/0a202bb9-28c5-42cb-84ce-1389b65fc098/technical-pack/","data_notes":{"time_series":"Parallel time-series arrays align by index with their dates array.","events":"Sparse chart markers are published as compact dated event records rather than null-filled arrays.","missing_values":"A remaining null in an aligned series means that observation is genuinely unavailable; zero remains a valid value."},"boundary":"Completed market observations and published proprietary outputs only. Market Dynamics construction and private inputs are not disclosed. Historical research is not a forecast or instruction to trade."}