[{"data":1,"prerenderedAt":6106},["ShallowReactive",2],{"doc:rest/tpo":3},{"slug":4,"filePath":5,"frontmatter":6,"rawMarkdown":9,"tree":10},"rest/tpo","rest/tpo.md",{"title":7,"description":8},"TPO / Market Profile","Time Price Opportunity data -- a Kiyotaka exclusive. Not available on any other crypto data API.","---\ntitle: TPO / Market Profile\ndescription: Time Price Opportunity data -- a Kiyotaka exclusive. Not available on any other crypto data API.\n---\n\n# TPO / Market Profile\n\n\u003CEndpointBar method=\"GET\" path=\"/v1/points\">\u003C/EndpointBar>\n\n\u003CTypeHeader type=\"TPO_AGG\" meta=\"Weight: 5x | Max points: 20,000\">\u003C/TypeHeader>\n\nTime Price Opportunity (Market Profile) data. Shows how price distributes over time blocks within a session. Includes structural features like Point of Control, Value Area, Initial Balance Range, poor highs/lows, and single prints.\n\n\u003CCallout kind=\"tip\">\n\nTPO is a Kiyotaka exclusive -- no other crypto data API offers Market Profile data.\n\n\u003C/Callout>\n\n## Required parameters\n\nTPO requests must include:\n- `exchange` (at least one)\n- `from` and `period` (the time range)\n- One of: `coin`, `rawSymbol`, or `normalizedSymbol`\n- `tpoSession` -- the session type to roll up TPO blocks into.\n\n## Parameters\n\n| Parameter | Type | Required | Description |\n| --- | --- | --- | --- |\n| `tpoSession` | TPOSession | **Yes** | Session type. See [TPO sessions](#tpo-sessions). |\n| `tpoBlockSizeMinutes` | int32 | No | Size of each time block: `5`, `30`, `60`, or `240` minutes. Default: `30`. |\n\n### TPO sessions\n\n| Value | Description |\n| --- | --- |\n| `TPO_SESSION_DAILY` | Daily session profile. `from` must be aligned to `00:00:00 UTC`. |\n| `TPO_SESSION_WEEKLY` | Weekly session profile. `from` must align to a session boundary. |\n| `TPO_SESSION_MONTHLY` | Monthly session profile. `from` must align to a session boundary. |\n\n## Response fields\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `timestamp` | Timestamp | Session start |\n| `period_start` | Timestamp | Profile period start |\n| `period_end` | Timestamp | Profile period end |\n| `levels` | TPOLevel[] | Array of price levels (see below) |\n\n\u003CCallout kind=\"note\">\n\nTPO responses currently use snake_case JSON field names. Additional derived fields such as `block_size_minutes`, `poc_price`, `vah_price`, `val_price`, `profile_high`, `profile_low`, `opening_price`, `closing_price`, `ibr_high`, `ibr_low`, `total_tpo_count`, `value_area_percentage`, `poor_highs`, `poor_lows`, `total_volume`, and `single_prints` may be omitted when the backend does not populate them.\n\n\u003C/Callout>\n\nUnlike most REST types, TPO currently returns its payload under `Point.TpoAggregation` instead of inlining fields directly under `Point`.\n\n### TPOLevel fields\n\nEach entry in the `levels` array contains:\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `price` | double | Price level |\n| `block_ids` | int32[] | Time block indices where this price was visited |\n| `buy_volume` | double | Buy volume at this price |\n| `sell_volume` | double | Sell volume at this price |\n\nCurrent `/v1/points` responses may omit derived `levels` fields such as `tpo_count`, `volume`, `first_touch_block`, and `last_touch_block` when they are not populated.\n\n## Capabilities\n\n| Feature | Supported | Details |\n| --- | --- | --- |\n| USD denomination | Yes | `transform.normalize.quote=USD` |\n| Multi-exchange aggregation | Yes | `transform.groupBy.type=GROUP_BY_TYPE_SUM` with `coin` param |\n| Session types | Yes | Daily, weekly, monthly profiles |\n| Configurable block size | Yes | 5, 30, 60, or 240 minute blocks |\n\n## Examples\n\n### Daily profile with 30-minute blocks\n\nFetches 1 day of daily Market Profile for BTCUSDT on Binance Futures. Each session is divided into 30-minute time blocks (the default). Returns POC, Value Area, Initial Balance Range, and per-price-level TPO counts.\n\n\u003CCodeTabs>\n\n\u003CCodePanel lang=\"curl\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/points\u003C/span>\n    \u003Cspan class=\"s-p\">?type\u003C/span>=\u003Cspan class=\"s-s\">TPO_AGG\u003C/span>\n    \u003Cspan class=\"s-p\">&exchange\u003C/span>=\u003Cspan class=\"s-s\">BINANCE_FUTURES\u003C/span>\n    \u003Cspan class=\"s-p\">&rawSymbol\u003C/span>=\u003Cspan class=\"s-s\">BTCUSDT\u003C/span>\n    \u003Cspan class=\"s-p\">&interval\u003C/span>=\u003Cspan class=\"s-s\">DAY\u003C/span>\n    \u003Cspan class=\"s-p\">&from\u003C/span>=\u003Cspan class=\"s-n\">1774800000\u003C/span>\n    \u003Cspan class=\"s-p\">&period\u003C/span>=\u003Cspan class=\"s-n\">86400\u003C/span>\n    \u003Cspan class=\"s-p\">&tpoSession\u003C/span>=\u003Cspan class=\"s-s\">TPO_SESSION_DAILY\u003C/span>\n    \u003Cspan class=\"s-p\">&tpoBlockSizeMinutes\u003C/span>=\u003Cspan class=\"s-n\">30\u003C/span>\u003Cspan class=\"s-s\">\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodePanel>\n\n\u003CCodePanel lang=\"python\">\n\u003Cpre>\u003Cspan class=\"s-k\">import\u003C/span> \u003Cspan class=\"s-v\">requests\u003C/span>\n
\n\u003Cspan class=\"s-v\">response\u003C/span> = requests.\u003Cspan class=\"s-f\">get\u003C/span>(\n    \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/points?type=TPO_AGG&exchange=BINANCE_FUTURES&rawSymbol=BTCUSDT&interval=DAY&from=1774800000&period=86400&tpoSession=TPO_SESSION_DAILY&tpoBlockSizeMinutes=30 \"\u003C/span>,\n    headers={\u003Cspan class=\"s-s\">\"X-Kiyotaka-Key\"\u003C/span>: \u003Cspan class=\"s-s\">\"YOUR_API_KEY\"\u003C/span>}\n)\n\u003Cspan class=\"s-v\">data\u003C/span> = response.\u003Cspan class=\"s-f\">json\u003C/span>()\u003C/pre>\n\u003C/CodePanel>\n\n\u003CCodePanel lang=\"javascript\">\n\u003Cpre>\u003Cspan class=\"s-k\">const\u003C/span> \u003Cspan class=\"s-v\">response\u003C/span> = \u003Cspan class=\"s-k\">await\u003C/span> \u003Cspan class=\"s-f\">fetch\u003C/span>(\n  \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/points?type=TPO_AGG&exchange=BINANCE_FUTURES&rawSymbol=BTCUSDT&interval=DAY&from=1774800000&period=86400&tpoSession=TPO_SESSION_DAILY&tpoBlockSizeMinutes=30 \"\u003C/span>,\n  { headers: { \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key\"\u003C/span>: \u003Cspan class=\"s-s\">\"YOUR_API_KEY\"\u003C/span> } }\n)\n\u003Cspan class=\"s-k\">const\u003C/span> \u003Cspan class=\"s-v\">data\u003C/span> = \u003Cspan class=\"s-k\">await\u003C/span> response.\u003Cspan class=\"s-f\">json\u003C/span>()\u003C/pre>\n\u003C/CodePanel>\n\n\u003C/CodeTabs>\n\n### Weekly profile\n\nFetches 1 week of weekly Market Profile with 60-minute time blocks. Useful for identifying higher-timeframe value areas and structural features.\n\n\u003CCodeTabs>\n\n\u003CCodePanel lang=\"curl\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/points\u003C/span>\n    \u003Cspan class=\"s-p\">?type\u003C/span>=\u003Cspan class=\"s-s\">TPO_AGG\u003C/span>\n    \u003Cspan class=\"s-p\">&exchange\u003C/span>=\u003Cspan class=\"s-s\">BINANCE_FUTURES\u003C/span>\n    \u003Cspan class=\"s-p\">&rawSymbol\u003C/span>=\u003Cspan class=\"s-s\">BTCUSDT\u003C/span>\n    \u003Cspan class=\"s-p\">&interval\u003C/span>=\u003Cspan class=\"s-s\">WEEK\u003C/span>\n    \u003Cspan class=\"s-p\">&from\u003C/span>=\u003Cspan class=\"s-n\">1774800000\u003C/span>\n    \u003Cspan class=\"s-p\">&period\u003C/span>=\u003Cspan class=\"s-n\">604800\u003C/span>\n    \u003Cspan class=\"s-p\">&tpoSession\u003C/span>=\u003Cspan class=\"s-s\">TPO_SESSION_WEEKLY\u003C/span>\n    \u003Cspan class=\"s-p\">&tpoBlockSizeMinutes\u003C/span>=\u003Cspan class=\"s-n\">60\u003C/span>\u003Cspan class=\"s-s\">\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodePanel>\n\n\u003CCodePanel lang=\"python\">\n\u003Cpre>\u003Cspan class=\"s-k\">import\u003C/span> \u003Cspan class=\"s-v\">requests\u003C/span>\n
\n\u003Cspan class=\"s-v\">response\u003C/span> = requests.\u003Cspan class=\"s-f\">get\u003C/span>(\n    \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/points?type=TPO_AGG&exchange=BINANCE_FUTURES&rawSymbol=BTCUSDT&interval=WEEK&from=1774800000&period=604800&tpoSession=TPO_SESSION_WEEKLY&tpoBlockSizeMinutes=60 \"\u003C/span>,\n    headers={\u003Cspan class=\"s-s\">\"X-Kiyotaka-Key\"\u003C/span>: \u003Cspan class=\"s-s\">\"YOUR_API_KEY\"\u003C/span>}\n)\n\u003Cspan class=\"s-v\">data\u003C/span> = response.\u003Cspan class=\"s-f\">json\u003C/span>()\u003C/pre>\n\u003C/CodePanel>\n\n\u003CCodePanel lang=\"javascript\">\n\u003Cpre>\u003Cspan class=\"s-k\">const\u003C/span> \u003Cspan class=\"s-v\">response\u003C/span> = \u003Cspan class=\"s-k\">await\u003C/span> \u003Cspan class=\"s-f\">fetch\u003C/span>(\n  \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/points?type=TPO_AGG&exchange=BINANCE_FUTURES&rawSymbol=BTCUSDT&interval=WEEK&from=1774800000&period=604800&tpoSession=TPO_SESSION_WEEKLY&tpoBlockSizeMinutes=60 \"\u003C/span>,\n  { headers: { \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key\"\u003C/span>: \u003Cspan class=\"s-s\">\"YOUR_API_KEY\"\u003C/span> } }\n)\n\u003Cspan class=\"s-k\">const\u003C/span> \u003Cspan class=\"s-v\">data\u003C/span> = \u003Cspan class=\"s-k\">await\u003C/span> response.\u003Cspan class=\"s-f\">json\u003C/span>()\u003C/pre>\n\u003C/CodePanel>\n\n\u003C/CodeTabs>\n\n### High-resolution (5-minute blocks)\n\nSame daily profile but with 5-minute time blocks instead of 30. Produces more granular TPO data with more time blocks per session -- useful for intraday analysis.\n\n\u003CCodeTabs>\n\n\u003CCodePanel lang=\"curl\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/points\u003C/span>\n    \u003Cspan class=\"s-p\">?type\u003C/span>=\u003Cspan class=\"s-s\">TPO_AGG\u003C/span>\n    \u003Cspan class=\"s-p\">&exchange\u003C/span>=\u003Cspan class=\"s-s\">BINANCE_FUTURES\u003C/span>\n    \u003Cspan class=\"s-p\">&rawSymbol\u003C/span>=\u003Cspan class=\"s-s\">BTCUSDT\u003C/span>\n    \u003Cspan class=\"s-p\">&interval\u003C/span>=\u003Cspan class=\"s-s\">DAY\u003C/span>\n    \u003Cspan class=\"s-p\">&from\u003C/span>=\u003Cspan class=\"s-n\">1774800000\u003C/span>\n    \u003Cspan class=\"s-p\">&period\u003C/span>=\u003Cspan class=\"s-n\">86400\u003C/span>\n    \u003Cspan class=\"s-p\">&tpoSession\u003C/span>=\u003Cspan class=\"s-s\">TPO_SESSION_DAILY\u003C/span>\n    \u003Cspan class=\"s-p\">&tpoBlockSizeMinutes\u003C/span>=\u003Cspan class=\"s-n\">5\u003C/span>\u003Cspan class=\"s-s\">\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodePanel>\n\n\u003CCodePanel lang=\"python\">\n\u003Cpre>\u003Cspan class=\"s-k\">import\u003C/span> \u003Cspan class=\"s-v\">requests\u003C/span>\n
\n\u003Cspan class=\"s-v\">response\u003C/span> = requests.\u003Cspan class=\"s-f\">get\u003C/span>(\n    \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/points?type=TPO_AGG&exchange=BINANCE_FUTURES&rawSymbol=BTCUSDT&interval=DAY&from=1774800000&period=86400&tpoSession=TPO_SESSION_DAILY&tpoBlockSizeMinutes=5 \"\u003C/span>,\n    headers={\u003Cspan class=\"s-s\">\"X-Kiyotaka-Key\"\u003C/span>: \u003Cspan class=\"s-s\">\"YOUR_API_KEY\"\u003C/span>}\n)\n\u003Cspan class=\"s-v\">data\u003C/span> = response.\u003Cspan class=\"s-f\">json\u003C/span>()\u003C/pre>\n\u003C/CodePanel>\n\n\u003CCodePanel lang=\"javascript\">\n\u003Cpre>\u003Cspan class=\"s-k\">const\u003C/span> \u003Cspan class=\"s-v\">response\u003C/span> = \u003Cspan class=\"s-k\">await\u003C/span> \u003Cspan class=\"s-f\">fetch\u003C/span>(\n  \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/points?type=TPO_AGG&exchange=BINANCE_FUTURES&rawSymbol=BTCUSDT&interval=DAY&from=1774800000&period=86400&tpoSession=TPO_SESSION_DAILY&tpoBlockSizeMinutes=5 \"\u003C/span>,\n  { headers: { \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key\"\u003C/span>: \u003Cspan class=\"s-s\">\"YOUR_API_KEY\"\u003C/span> } }\n)\n\u003Cspan class=\"s-k\">const\u003C/span> \u003Cspan class=\"s-v\">data\u003C/span> = \u003Cspan class=\"s-k\">await\u003C/span> response.\u003Cspan class=\"s-f\">json\u003C/span>()\u003C/pre>\n\u003C/CodePanel>\n\n\u003C/CodeTabs>\n\n### Response\n\n\u003CCodeBlock lang=\"JSON\">\n\u003Cpre>{\n  \u003Cspan class=\"s-p\">\"series\"\u003C/span>: [\n    {\n      \u003Cspan class=\"s-p\">\"id\"\u003C/span>: {\n        \u003Cspan class=\"s-p\">\"type\"\u003C/span>: \u003Cspan class=\"s-s\">\"TPO_AGG\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"exchange\"\u003C/span>: \u003Cspan class=\"s-s\">\"BINANCE_FUTURES\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"rawSymbol\"\u003C/span>: \u003Cspan class=\"s-s\">\"BTCUSDT\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"normalizedSymbol\"\u003C/span>: \u003Cspan class=\"s-s\">\"BTC-USDT\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"category\"\u003C/span>: \u003Cspan class=\"s-s\">\"PERPETUAL\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"interval\"\u003C/span>: \u003Cspan class=\"s-s\">\"FIFTEEN_MINUTES\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"coin\"\u003C/span>: \u003Cspan class=\"s-s\">\"BTC\"\u003C/span>\n      },\n      \u003Cspan class=\"s-p\">\"points\"\u003C/span>: [\n        {\n          \u003Cspan class=\"s-p\">\"Point\"\u003C/span>: {\n            \u003Cspan class=\"s-p\">\"TpoAggregation\"\u003C/span>: {\n              \u003Cspan class=\"s-p\">\"timestamp\"\u003C/span>: { \u003Cspan class=\"s-p\">\"s\"\u003C/span>: \u003Cspan class=\"s-n\">1774828800\u003C/span> },\n              \u003Cspan class=\"s-p\">\"period_start\"\u003C/span>: { \u003Cspan class=\"s-p\">\"s\"\u003C/span>: \u003Cspan class=\"s-n\">1774828800\u003C/span> },\n              \u003Cspan class=\"s-p\">\"period_end\"\u003C/span>: { \u003Cspan class=\"s-p\">\"s\"\u003C/span>: \u003Cspan class=\"s-n\">1774886400\u003C/span> },\n              \u003Cspan class=\"s-p\">\"levels\"\u003C/span>: [\n                {\n                  \u003Cspan class=\"s-p\">\"price\"\u003C/span>: \u003Cspan class=\"s-n\">65754\u003C/span>,\n                  \u003Cspan class=\"s-p\">\"block_ids\"\u003C/span>: [\u003Cspan class=\"s-n\">0\u003C/span>],\n                  \u003Cspan class=\"s-p\">\"buy_volume\"\u003C/span>: \u003Cspan class=\"s-n\">10.413000000000006\u003C/span>,\n                  \u003Cspan class=\"s-p\">\"sell_volume\"\u003C/span>: \u003Cspan class=\"s-n\">10.654999999999998\u003C/span>\n                }\n              ]\n            }\n          }\n        }\n      ]\n    }\n  ]\n}\u003C/pre>\n\u003C/CodeBlock>",{"type":11,"children":12,"data":6100,"position":6102},"root",[13,16,38,39,58,59,74,75,103,104,123,124,139,140,324,325,340,342,712,713,728,730,983,984,999,1001,1288,1289,1621,1622,1673,1674,1690,1691,1722,1723,2008,2009,2133,2134,2149,2150,2447,2448,2464,2465,2481,2482,2496,2497,3446,3447,3463,3464,3479,3480,4362,4363,4379,4380,4394,4395,5283,5284,5299,5300],{"type":14,"value":15},"text","\n",{"type":17,"tagName":18,"properties":19,"children":20,"position":35},"element","p",{},[21],{"type":17,"tagName":22,"properties":23,"children":26,"position":27},"endpointbar",{"method":24,"path":25},"GET","/v1/points",[],{"start":28,"end":32},{"line":29,"column":30,"offset":31},3,1,24,{"line":29,"column":33,"offset":34},59,82,{"start":36,"end":37},{"line":29,"column":30,"offset":31},{"line":29,"column":33,"offset":34},{"type":14,"value":15},{"type":17,"tagName":18,"properties":40,"children":41,"position":55},{},[42],{"type":17,"tagName":43,"properties":44,"children":47,"position":48},"typeheader",{"type":45,"meta":46},"TPO_AGG","Weight: 5x | Max points: 20,000",[],{"start":49,"end":52},{"line":50,"column":30,"offset":51},5,84,{"line":50,"column":53,"offset":54},80,163,{"start":56,"end":57},{"line":50,"column":30,"offset":51},{"line":50,"column":53,"offset":54},{"type":14,"value":15},{"type":17,"tagName":18,"properties":60,"children":61,"position":71},{},[62],{"type":14,"value":63,"position":64},"Time Price Opportunity (Market Profile) data. Shows how price distributes over time blocks within a session. Includes structural features like Point of Control, Value Area, Initial Balance Range, poor highs/lows, and single prints.",{"start":65,"end":68},{"line":66,"column":30,"offset":67},7,165,{"line":66,"column":69,"offset":70},232,396,{"start":72,"end":73},{"line":66,"column":30,"offset":67},{"line":66,"column":69,"offset":70},{"type":14,"value":15},{"type":17,"tagName":76,"properties":77,"children":79,"position":96},"callout",{"kind":78},"tip",[80,81,95],{"type":14,"value":15},{"type":17,"tagName":18,"properties":82,"children":83,"position":92},{},[84],{"type":14,"value":85,"position":86},"TPO is a Kiyotaka exclusive -- no other crypto data API offers Market Profile data.",{"start":87,"end":90},{"line":88,"column":30,"offset":89},11,420,{"line":88,"column":51,"offset":91},503,{"start":93,"end":94},{"line":88,"column":30,"offset":89},{"line":88,"column":51,"offset":91},{"type":14,"value":15},{"start":97,"end":100},{"line":98,"column":30,"offset":99},9,398,{"line":101,"column":88,"offset":102},13,515,{"type":14,"value":15},{"type":17,"tagName":105,"properties":106,"children":108,"position":119},"h2",{"id":107},"required-parameters",[109],{"type":14,"value":110,"position":111},"Required parameters",{"start":112,"end":116},{"line":113,"column":114,"offset":115},15,4,520,{"line":113,"column":117,"offset":118},23,539,{"start":120,"end":122},{"line":113,"column":30,"offset":121},517,{"line":113,"column":117,"offset":118},{"type":14,"value":15},{"type":17,"tagName":18,"properties":125,"children":126,"position":136},{},[127],{"type":14,"value":128,"position":129},"TPO requests must include:",{"start":130,"end":133},{"line":131,"column":30,"offset":132},17,541,{"line":131,"column":134,"offset":135},27,567,{"start":137,"end":138},{"line":131,"column":30,"offset":132},{"line":131,"column":134,"offset":135},{"type":14,"value":15},{"type":17,"tagName":141,"properties":142,"children":143,"position":321},"ul",{},[144,145,175,176,224,225,291,292,320],{"type":14,"value":15},{"type":17,"tagName":146,"properties":147,"children":148,"position":171},"li",{},[149,164],{"type":17,"tagName":150,"properties":151,"children":152,"position":161},"code",{},[153],{"type":14,"value":154,"position":155},"exchange",{"start":156,"end":159},{"line":157,"column":29,"offset":158},18,570,{"line":157,"column":101,"offset":160},580,{"start":162,"end":163},{"line":157,"column":29,"offset":158},{"line":157,"column":101,"offset":160},{"type":14,"value":165,"position":166}," (at least 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