# ai_analysis_cache

symbol: P2609
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:04:10.300542
analysis_data:
  {"summary": "\u65e5\u7ebf\u7a7a\u5934\u8d8b\u52bf\u672a\u6539\uff0c\u4f4660/15\u5206\u949f\u7ea7\u522b\u653e\u91cf\u7a81\u7834\u5747\u7ebf\u538b\u5236\u786e\u7acb\u77ed\u7ebf\u53cd\u5f39\uff0c5\u5206\u949f\u7ea7\u522b\u9ad8\u4f4d\u7f29\u91cf\u56de\u8c03\uff0c\u5448\u73b0\u201c\u5927\u7a7a\u5c0f\u591a\u201d\u683c\u5c40\uff0c\u5b9c\u9022\u4f4e\u8f7b\u4ed3\u8bd5\u591a\uff0c\u4e25\u9632\u65e5\u7ebfMA20\u538b\u5236\u3002", "four_dimensional": {"60min": {"macd": {"trend": "up", "histogram": "\u653e\u5927", "position": "\u96f6\u8f74\u4e0b"}, "volume": {"status": "\u653e\u91cf\u4e0a\u6da8", "ratio": 1.85}, "kdj": {"k": 78.92, "d": 69.28, "j": 98.2, "status": "\u8d85\u4e70", "signal": "\u949d\u5316"}, "conclusion": 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70.29, "d": 63.53, "j": 83.82, "status": "\u504f\u5f3a", "signal": "\u91d1\u53c9"}, "conclusion": "\u62e9\u673a\u5165\u573a\u7ea7\u522b\uff0c\u91cf\u4ef7\u914d\u5408\u5065\u5eb7\uff0c\u56de\u8c03\u4e0d\u7834MA10(9518)\u4e3a\u5f3a\u52bf\u7279\u5f81\uff0c\u5efa\u8bae\u4f9d\u6258S1(9535)\u9644\u8fd1\u4f01\u7a33\u4fe1\u53f7\u4ecb\u5165\u3002"}, "5min": {"macd": {"trend": "neutral", "histogram": "\u7f29\u5c0f", "position": "\u96f6\u8f74\u4e0a"}, "volume": {"status": "\u7f29\u91cf\u56de\u8c03", "ratio": 0.83}, "kdj": {"k": 46.6, "d": 47.73, "j": 44.33, "status": "\u4e2d\u6027", "signal": "\u6b7b\u53c9"}, "conclusion": "\u7cbe\u786e\u5b9a\u4f4d\u5165\u573a\u70b9\uff0c\u7ea2\u67f1\u7f29\u77ed\u914d\u5408\u7f29\u91cf\u663e\u793a\u83b7\u5229\u76d8\u6d88\u5316\uff0c\u5173\u6ce8MA20(9537)\u652f\u6491\uff0cKDJ\u56de\u843d\u81f340-50\u533a\u95f4\u91d1\u53c9\u4e3a\u6700\u4f73\u53f3\u4fa7\u4e70\u70b9\u3002"}}, "kdj_diagnosis": {"current_status": "\u4e2d\u9ad8\u9891\u8d85\u4e70/\u4f4e\u9891\u4e2d\u6027\u533a\u57df", "divergence": "\u65e0\u660e\u663e\u9876\u5e95\u80cc\u79bb", "paralysis": "30/60\u5206\u949fJ\u503c>90\u5b58\u5728\u9ad8\u4f4d\u949d\u5316", "recommendation": "\u949d\u5316\u671f\u95f4\u591a\u5934\u8d8b\u52bf\u672a\u7834\uff0c\u4e0d\u5b9c\u9006\u52bf\u6478\u9876\uff1b\u5e94\u5207\u6362\u81f35\u5206\u949f\u7ea7\u522b\u7b49\u5f85KDJ\u56de\u843d\u81f350\u9644\u8fd1\u518d\u6b21\u91d1\u53c9\u65f6\u987a\u52bf\u4ecb\u5165\uff0c\u907f\u514d\u8ffd\u9ad8\u88ab\u5957\u3002"}, "pivot_points": {"r2": 9630, "r1": 9590, "pp": 9560, "s1": 9535, "s2": 9505, "validation": {"test_count": 4, "volume_confirmed": true, "multi_period_resonance": true, "breakback_confirmed": false}}, "red_lines_check": {"passed": true, "violated": [], "warnings": ["\u65e5\u7ebf\u8d8b\u52bf\u4ecd\u4e3adown\uff0c\u53cd\u5f39\u81f3MA20(9631)\u53ca\u524d\u671f\u5bc6\u96c6\u6210\u4ea4\u533a\u538b\u529b\u663e\u8457", "30/60\u5206\u949fKDJ 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{"breakthrough": {"probability": 35, "action": "\u653e\u91cf\u7a81\u78349590\u5e76\u7ad9\u7a33\uff0c\u53f3\u4fa7\u601d\u7ef4\u8ddf\u8fdb\uff0c\u76ee\u6807\u4e0a\u770b9630\u65e5\u7ebfMA20"}, "consolidation": {"probability": 40, "action": "9535-9585\u533a\u95f4\u9707\u8361\uff0c\u4f9d\u6258S1\u4f4e\u5438\uff0c\u89e6\u53caR1\u9ad8\u629b\uff0c\u4fdd\u6301\u4ed3\u4f4d\u7075\u6d3b"}, "reversal": {"probability": 15, "action": "\u653e\u91cf\u8dcc\u78349515\u4e145\u5206\u949fMACD\u6b7b\u53c9\u653e\u5927\uff0c\u7acb\u5373\u6b62\u635f\uff0c\u8f6c\u4e3a\u89c2\u671b\u6216\u8f7b\u4ed3\u8bd5\u7a7a"}, "news_impact": {"probability": 10, "action": "\u7a81\u53d1\u5b8f\u89c2\u6216\u4ea7\u4e1a\u6570\u636e\u516c\u5e03\u524d\uff0c\u51cf\u4ed350%\u89c4\u907f\u8df3\u7a7a\u98ce\u9669"}}, "risk_warnings": ["\u6280\u672f\u6307\u6807\u5177\u6709\u6ede\u540e\u6027\uff0c\u5386\u53f2\u8868\u73b0\u4e0d\u4ee3\u8868\u672a\u6765", 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symbol: CF2609
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:05:29.998614
analysis_data:
  {"summary": "\u4e2d\u5468\u671f\u591a\u5934\u7ed3\u6784\u7ef4\u6301\u4f46\u91cf\u80fd\u6781\u5ea6\u840e\u7f29\uff0c\u77ed\u5468\u671fKDJ\u6df1\u5ea6\u8d85\u5356\uff0c\u5f53\u524d\u5904\u4e8e\u7f29\u91cf\u9707\u8361\u5bfb\u5e95\u9636\u6bb5\uff0c\u5b9c\u7b49\u5f85\u53f3\u4fa7\u653e\u91cf\u5171\u632f\u540e\u518d\u884c\u4ecb\u5165\u3002", "four_dimensional": {"60min": {"macd": {"trend": "up", "histogram": "\u7f29\u5c0f", "position": "\u96f6\u8f74\u4e0a"}, "volume": {"status": "\u7f29\u91cf\u56de\u8c03", "ratio": 0.0}, "kdj": {"k": 74.69, "d": 66.46, "j": 91.15, "status": "\u8d85\u4e70", "signal": "\u91d1\u53c9"}, "conclusion": "\u4e2d\u671f\u8d8b\u52bf\u5411\u4e0a\uff0cMACD\u96f6\u8f74\u4e0a\u65b9\u8fd0\u884c\u63d0\u4f9b\u652f\u6491\uff0c\u4f46KDJ\u903c\u8fd1\u8d85\u4e70\u4e14\u91cf\u80fd\u7f3a\u5931\uff0c\u4e0a\u884c\u7a7a\u95f4\u53d7\u9650\uff0c\u9700\u9632\u51b2\u9ad8\u56de\u843d\u3002"}, "30min": {"macd": {"trend": "up", "histogram": "\u7f29\u5c0f", "position": "\u96f6\u8f74\u4e0a"}, "volume": {"status": "\u7f29\u91cf", "ratio": 0.03}, "kdj": {"k": 58.77, "d": 55.85, "j": 64.62, "status": "\u4e2d\u6027", "signal": "\u91d1\u53c9"}, "conclusion": "\u591a\u5934\u6392\u5217\u672a\u7834\uff0c\u4f46MACD\u7ea2\u67f1\u7f29\u77ed\u663e\u793a\u52a8\u80fd\u8870\u51cf\uff0c16120\u5747\u7ebf\u5bc6\u96c6\u533a\u6784\u6210\u77ed\u671f\u5f3a\u652f\u6491\uff0c\u62d0\u70b9\u4e34\u8fd1\u3002"}, "15min": {"macd": {"trend": "neutral", "histogram": "\u7f29\u5c0f", "position": "\u96f6\u8f74\u4e0b"}, "volume": {"status": "\u7f29\u91cf", "ratio": 0.11}, "kdj": {"k": 22.73, "d": 31.82, "j": 4.55, "status": "\u8d85\u5356", "signal": "\u6b7b\u53c9"}, "conclusion": "\u77ed\u7ebf\u5904\u4e8e\u4fee\u6b63\u672b\u7aef\uff0cJ\u503c\u6781\u4f4e\u89e6\u53d1\u8d85\u5356\u53cd\u5f39\u9700\u6c42\uff0c\u4f46MACD\u4ecd\u5728\u96f6\u8f74\u4e0b\u8fd0\u884c\uff0c\u97005\u5206\u949f\u7ea7\u522b\u91d1\u53c9\u786e\u8ba4\u65b9\u53ef\u62e9\u673a\u5165\u573a\u3002"}, "5min": {"macd": {"trend": "down", "histogram": 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symbol: CF2609
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:06:56.589781
analysis_data:
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symbol: IM2606
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:07:30.950577
analysis_data:
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symbol: IM2606
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:09:12.165307
analysis_data:
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symbol: AG2608
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:09:43.926098
analysis_data:
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symbol: AG2608
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:10:33.822810
analysis_data:
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symbol: CU2607
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:11:51.638614
analysis_data:
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symbol: CU2607
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:12:42.177649
analysis_data:
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symbol: ZN2607
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:13:38.495603
analysis_data:
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symbol: ZN2607
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:14:35.483017
analysis_data:
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symbol: hc2610
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:15:54.165326
analysis_data:
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symbol: eg2609
kline_timestamp: 2026-05-27 10:15:00.000000
created_at: 2026-05-27 12:16:12.545338
analysis_data:
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symbol: hc2610
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:16:40.590456
analysis_data:
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symbol: eg2609
kline_timestamp: 2026-05-27 10:15:00.000000
created_at: 2026-05-27 12:16:52.870281
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symbol: PS2609
kline_timestamp: 2026-05-27 10:15:00.000000
created_at: 2026-05-27 12:17:48.999740
analysis_data:
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kline_timestamp: 2026-05-27 10:15:00.000000
created_at: 2026-05-27 12:17:53.390151
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symbol: ec2606
kline_timestamp: 2026-05-27 10:15:00.000000
created_at: 2026-05-27 12:18:49.461551
analysis_data:
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symbol: PS2609
kline_timestamp: 2026-05-27 10:15:00.000000
created_at: 2026-05-27 12:19:12.146658
analysis_data:
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symbol: AO2609
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:21:56.901238
analysis_data:
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symbol: v2609
kline_timestamp: 2026-05-27 10:15:00.000000
created_at: 2026-05-27 12:22:43.453961
analysis_data:
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symbol: AO2609
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:22:57.956908
analysis_data:
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symbol: PB2607
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:24:15.211794
analysis_data:
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symbol: PB2607
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 12:25:21.708001
analysis_data:
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symbol: AO2609
kline_timestamp: 2026-05-27 11:30:00.000000
created_at: 2026-05-27 13:01:02.435395
analysis_data:
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symbol: FU2606
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:17:13.611401
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symbol: LU2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:17:34.809087
analysis_data:
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symbol: NI2606
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:18:08.198877
analysis_data:
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symbol: NI2606
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:19:01.189588
analysis_data:
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symbol: AO2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:19:16.455520
analysis_data:
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symbol: AO2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:20:34.886500
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symbol: LC2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:21:28.586476
analysis_data:
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symbol: LC2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:22:40.609372
analysis_data:
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symbol: FG2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:23:28.284270
analysis_data:
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symbol: FG2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:24:34.012658
analysis_data:
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symbol: TA2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:25:45.681895
analysis_data:
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symbol: SI2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:25:52.664495
analysis_data:
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"KDJ\u8d85\u5356\u949d\u5316\u4e2d\u4e0d\u5b9c\u9006\u52bf\u6b7b\u625b\u505a\u7a7a\uff0c\u7b49\u5f85\u53f3\u4fa7\u7ed3\u6784\u786e\u8ba4", "\u591a\u5468\u671f\u80cc\u79bb\u9700\u91cf\u80fd\u914d\u5408\uff0c\u65e0\u91cf\u53cd\u5f39\u591a\u4e3a\u4e2d\u7ee7\u800c\u975e\u53cd\u8f6c"]}


symbol: RB2610
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:25:59.467782
analysis_data:
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symbol: I2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:26:06.463128
analysis_data:
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symbol: SI2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:26:25.103106
analysis_data:
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symbol: I2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:26:33.341833
analysis_data:
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symbol: TA2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:27:00.634583
analysis_data:
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symbol: M2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:27:20.767159
analysis_data:
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"ratio": 0.5}, "kdj": {"k": 50.0, "d": 50.0, "j": 50.0, "status": "\u4e2d\u6027", "signal": "\u7c98\u5408"}, "conclusion": "\u6781\u77ed\u7ebf\u591a\u7a7a\u529b\u91cf\u6682\u65f6\u5e73\u8861\uff0c\u7cbe\u786e\u5b9a\u4f4d\u5165\u573a\u70b9\u9700\u7ed3\u540815min\u53f3\u4fa7\u7a81\u7834\u6216\u8dcc\u78342965\u786e\u8ba4"}}, "kdj_diagnosis": {"current_status": "\u65e5\u7ebf\u8d85\u5356\uff0c\u4e2d\u77ed\u5468\u671f\u4e2d\u6027\u504f\u5f31", "divergence": "\u6682\u65e0\u660e\u786e\u5e95\u80cc\u79bb\uff08\u4ef7\u683c\u521b\u65b0\u4f4e\u4f46MACD/KDJ\u672a\u540c\u6b65\u663e\u8457\u62ac\u9ad8\uff09", "paralysis": "\u5426", "recommendation": 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symbol: M2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:28:49.767060
analysis_data:
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symbol: CF2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:29:33.658851
analysis_data:
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kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:31:04.411478
analysis_data:
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symbol: IM2606
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:31:40.703709
analysis_data:
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symbol: SH2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:32:20.313194
analysis_data:
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symbol: IM2606
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:32:49.475003
analysis_data:
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symbol: AG2608
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:33:50.091269
analysis_data:
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symbol: BR2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:33:52.715117
analysis_data:
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symbol: BR2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:34:39.404656
analysis_data:
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symbol: AG2608
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:35:35.673571
analysis_data:
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symbol: CU2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:35:37.281919
analysis_data:
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symbol: AL2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:35:53.988399
analysis_data:
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symbol: CU2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:36:47.700641
analysis_data:
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symbol: AL2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:36:58.091778
analysis_data:
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symbol: PB2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:38:02.303572
analysis_data:
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symbol: PB2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:38:37.584673
analysis_data:
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symbol: ZN2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:38:44.384543
analysis_data:
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symbol: ZN2607
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:38:47.436971
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symbol: hc2610
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:39:46.728285
analysis_data:
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symbol: v2609
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:40:17.067587
analysis_data:
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symbol: hc2610
kline_timestamp: 2026-05-27 15:00:00.000000
created_at: 2026-05-27 20:40:36.285689
analysis_data:
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