Upload nifty50_predictions.json

nifty50_predictions.json

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+{
+    "last_updated": "2026-06-20T21:20:00.476565",
+    "predictions": [
+        {
+            "Ticker": "APOLLOHOSP",
+            "Decision": "PASS",
+            "Confidence": 0.41,
+            "Reasoning": "Strong Sales Growth (15.8%) is an excellent indicator for Large Caps. High ROE (21.1%) shows efficient capital use.",
+            "Sales_Growth": 15.756630265210608,
+            "ROE": 21.128691983122362,
+            "Debt_to_Equity": 0.8958860759493671,
+            "OPM": 15.0
+        },
+        {
+            "Ticker": "AXISBANK",
+            "Decision": "PASS",
+            "Confidence": 0.4444166666666667,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": NaN,
+            "ROE": 12.430061007870624,
+            "Debt_to_Equity": NaN,
+            "OPM": NaN
+        },
+        {
+            "Ticker": "ADANIPORTS",
+            "Decision": "PASS",
+            "Confidence": 0.59125,
+            "Reasoning": "Strong Sales Growth (27.1%) is an excellent indicator for Large Caps.",
+            "Sales_Growth": 27.10746513535685,
+            "ROE": 13.32027219958524,
+            "Debt_to_Equity": 0.6624287456101043,
+            "OPM": 59.0
+        },
+        {
+            "Ticker": "ADANIENT",
+            "Decision": "BUY",
+            "Confidence": 0.802,
+            "Reasoning": "Weak Sales Growth (2.6%) drags down Large Cap momentum.",
+            "Sales_Growth": 2.6293477705705093,
+            "ROE": 12.296418950646268,
+            "Debt_to_Equity": 1.3175246521513482,
+            "OPM": 14.0
+        },
+        {
+            "Ticker": "BAJAJ-AUTO",
+            "Decision": "PASS",
+            "Confidence": 0.2833333333333333,
+            "Reasoning": "Strong Sales Growth (23.4%) is an excellent indicator for Large Caps. High ROE (27.2%) shows efficient capital use.",
+            "Sales_Growth": 23.355230904990684,
+            "ROE": 27.230119489081172,
+            "Debt_to_Equity": 0.5849042027194067,
+            "OPM": 21.0
+        },
+        {
+            "Ticker": "BAJFINANCE",
+            "Decision": "PASS",
+            "Confidence": 0.4280833333333333,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": NaN,
+            "ROE": 16.958043491609576,
+            "Debt_to_Equity": NaN,
+            "OPM": NaN
+        },
+        {
+            "Ticker": "BAJAJFINSV",
+            "Decision": "PASS",
+            "Confidence": 0.3,
+            "Reasoning": "High ROE (25.2%) shows efficient capital use.",
+            "Sales_Growth": 12.465812796102286,
+            "ROE": 25.2441763460181,
+            "Debt_to_Equity": 5.517730860553167,
+            "OPM": 38.0
+        },
+        {
+            "Ticker": "BEL",
+            "Decision": "PASS",
+            "Confidence": 0.03,
+            "Reasoning": "Strong Sales Growth (16.2%) is an excellent indicator for Large Caps. High ROE (25.3%) shows efficient capital use.",
+            "Sales_Growth": 16.15970381589465,
+            "ROE": 25.270968817742208,
+            "Debt_to_Equity": 0.0027096881774220445,
+            "OPM": 29.0
+        },
+        {
+            "Ticker": "BHARTIARTL",
+            "Decision": "PASS",
+            "Confidence": 0.34,
+            "Reasoning": "Strong Sales Growth (22.0%) is an excellent indicator for Large Caps. High ROE (22.7%) shows efficient capital use.",
+            "Sales_Growth": 21.96028557389369,
+            "ROE": 22.69131942813823,
+            "Debt_to_Equity": 1.310988413828267,
+            "OPM": 57.0
+        },
+        {
+            "Ticker": "ASIANPAINT",
+            "Decision": "PASS",
+            "Confidence": 0.1990909090909091,
+            "Reasoning": "Weak Sales Growth (4.9%) drags down Large Cap momentum. High ROE (20.6%) shows efficient capital use.",
+            "Sales_Growth": 4.948976582315814,
+            "ROE": 20.564289724873667,
+            "Debt_to_Equity": 0.18383866741530974,
+            "OPM": 19.0
+        },
+        {
+            "Ticker": "CIPLA",
+            "Decision": "PASS",
+            "Confidence": 0.6472575757575756,
+            "Reasoning": "Weak Sales Growth (2.2%) drags down Large Cap momentum.",
+            "Sales_Growth": 2.232466966748947,
+            "ROE": 11.216310408921933,
+            "Debt_to_Equity": 0.01783224907063197,
+            "OPM": 21.0
+        },
+        {
+            "Ticker": "COALINDIA",
+            "Decision": "PASS",
+            "Confidence": 0.04999999999999999,
+            "Reasoning": "Strong Sales Growth (17.5%) is an excellent indicator for Large Caps. High ROE (26.1%) shows efficient capital use.",
+            "Sales_Growth": 17.459143887451262,
+            "ROE": 26.087723128075098,
+            "Debt_to_Equity": 0.11815082870144918,
+            "OPM": 24.0
+        },
+        {
+            "Ticker": "DRREDDY",
+            "Decision": "PASS",
+            "Confidence": 0.6030833333333334,
+            "Reasoning": "Weak Sales Growth (3.2%) drags down Large Cap momentum.",
+            "Sales_Growth": 3.23489768410734,
+            "ROE": 10.97329251557057,
+            "Debt_to_Equity": 0.20410640768499946,
+            "OPM": 19.0
+        },
+        {
+            "Ticker": "EICHERMOT",
+            "Decision": "PASS",
+            "Confidence": 0.06999999999999999,
+            "Reasoning": "Strong Sales Growth (24.0%) is an excellent indicator for Large Caps. High ROE (22.0%) shows efficient capital use.",
+            "Sales_Growth": 24.04875463698993,
+            "ROE": 21.97211155378486,
+            "Debt_to_Equity": 0.020478087649402392,
+            "OPM": 25.0
+        },
+        {
+            "Ticker": "ETERNAL",
+            "Decision": "PASS",
+            "Confidence": 0.45216666666666666,
+            "Reasoning": "Strong Sales Growth (168.6%) is an excellent indicator for Large Caps.",
+            "Sales_Growth": 168.55703206046536,
+            "ROE": 1.1814073595868302,
+            "Debt_to_Equity": 0.14822466107165913,
+            "OPM": 2.0
+        },
+        {
+            "Ticker": "GRASIM",
+            "Decision": "BUY",
+            "Confidence": 0.7333333333333333,
+            "Reasoning": "Strong Sales Growth (18.2%) is an excellent indicator for Large Caps.",
+            "Sales_Growth": 18.152857662414633,
+            "ROE": 9.954576205663477,
+            "Debt_to_Equity": 2.20211655552334,
+            "OPM": 21.0
+        },
+        {
+            "Ticker": "HCLTECH",
+            "Decision": "PASS",
+            "Confidence": 0.12333333333333334,
+            "Reasoning": "High ROE (22.2%) shows efficient capital use.",
+            "Sales_Growth": 11.18192302763658,
+            "ROE": 22.15392802501164,
+            "Debt_to_Equity": 0.06938069580256769,
+            "OPM": 21.0
+        },
+        {
+            "Ticker": "HDFCLIFE",
+            "Decision": "PASS",
+            "Confidence": 0.4777424242424243,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": 7.005875895912701,
+            "ROE": 10.771830985915493,
+            "Debt_to_Equity": 0.17459154929577464,
+            "OPM": 1.0
+        },
+        {
+            "Ticker": "HINDALCO",
+            "Decision": "PASS",
+            "Confidence": 0.35290909090909095,
+            "Reasoning": "Strong Sales Growth (20.6%) is an excellent indicator for Large Caps.",
+            "Sales_Growth": 20.623948386543635,
+            "ROE": 13.135433091387691,
+            "Debt_to_Equity": 0.22887970914398154,
+            "OPM": 14.0
+        },
+        {
+            "Ticker": "HINDUNILVR",
+            "Decision": "PASS",
+            "Confidence": 0.11333333333333334,
+            "Reasoning": "High ROE (30.9%) shows efficient capital use.",
+            "Sales_Growth": 5.120010435690061,
+            "ROE": 30.89722809249266,
+            "Debt_to_Equity": 0.03032479123494532,
+            "OPM": 23.0
+        },
+        {
+            "Ticker": "ICICIBANK",
+            "Decision": "PASS",
+            "Confidence": 0.48108333333333336,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": NaN,
+            "ROE": 14.98316347415063,
+            "Debt_to_Equity": NaN,
+            "OPM": NaN
+        },
+        {
+            "Ticker": "JSWSTEEL",
+            "Decision": "BUY",
+            "Confidence": 0.872,
+            "Reasoning": "Weak Sales Growth (4.0%) drags down Large Cap momentum.",
+            "Sales_Growth": 4.028911058558206,
+            "ROE": 7.613822087321971,
+            "Debt_to_Equity": 0.826628531403222,
+            "OPM": 15.0
+        },
+        {
+            "Ticker": "JIOFIN",
+            "Decision": "PASS",
+            "Confidence": 0.4350833333333333,
+            "Reasoning": "Strong Sales Growth (72.0%) is an excellent indicator for Large Caps.",
+            "Sales_Growth": 71.95301027900148,
+            "ROE": 1.166204717115044,
+            "Debt_to_Equity": 0.1626261645237686,
+            "OPM": 66.0
+        },
+        {
+            "Ticker": "KOTAKBANK",
+            "Decision": "PASS",
+            "Confidence": 0.5627500000000001,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": NaN,
+            "ROE": 10.649704880378549,
+            "Debt_to_Equity": NaN,
+            "OPM": NaN
+        },
+        {
+            "Ticker": "LT",
+            "Decision": "BUY",
+            "Confidence": 0.722,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": 11.78568356182596,
+            "ROE": 17.34284930002745,
+            "Debt_to_Equity": 1.1482935309726416,
+            "OPM": 12.0
+        },
+        {
+            "Ticker": "INDIGO",
+            "Decision": "BUY",
+            "Confidence": 0.7753333333333333,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": 5.147086123039986,
+            "ROE": -38.778673279603225,
+            "Debt_to_Equity": 13.212337259764414,
+            "OPM": 14.0
+        },
+        {
+            "Ticker": "HDFCBANK",
+            "Decision": "PASS",
+            "Confidence": 0.4910833333333333,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": NaN,
+            "ROE": 13.373391480330616,
+            "Debt_to_Equity": NaN,
+            "OPM": NaN
+        },
+        {
+            "Ticker": "INFY",
+            "Decision": "PASS",
+            "Confidence": 0.1,
+            "Reasoning": "High ROE (31.7%) shows efficient capital use.",
+            "Sales_Growth": 9.607951408061846,
+            "ROE": 31.74298884245897,
+            "Debt_to_Equity": 0.09882393486408478,
+            "OPM": 24.0
+        },
+        {
+            "Ticker": "ITC",
+            "Decision": "PASS",
+            "Confidence": 0.05333333333333333,
+            "Reasoning": "Weak Sales Growth (4.7%) drags down Large Cap momentum. High ROE (29.0%) shows efficient capital use.",
+            "Sales_Growth": 4.706397780226491,
+            "ROE": 28.98754603003848,
+            "Debt_to_Equity": 0.03308646061759554,
+            "OPM": 35.0
+        },
+        {
+            "Ticker": "M&M",
+            "Decision": "PASS",
+            "Confidence": 0.455,
+            "Reasoning": "Strong Sales Growth (24.8%) is an excellent indicator for Large Caps. High ROE (20.0%) shows efficient capital use.",
+            "Sales_Growth": 24.764620535013286,
+            "ROE": 20.002792786018883,
+            "Debt_to_Equity": 1.4389615132603628,
+            "OPM": 19.0
+        },
+        {
+            "Ticker": "MARUTI",
+            "Decision": "PASS",
+            "Confidence": 0.38533333333333336,
+            "Reasoning": "Strong Sales Growth (19.9%) is an excellent indicator for Large Caps.",
+            "Sales_Growth": 19.882547592421833,
+            "ROE": 13.699652842584642,
+            "Debt_to_Equity": 0.0009518832356564262,
+            "OPM": 12.0
+        },
+        {
+            "Ticker": "MAXHEALTH",
+            "Decision": "PASS",
+            "Confidence": 0.2779924242424242,
+            "Reasoning": "Strong Sales Growth (19.1%) is an excellent indicator for Large Caps.",
+            "Sales_Growth": 19.137734775184974,
+            "ROE": 13.417697962222016,
+            "Debt_to_Equity": 0.32362519772959897,
+            "OPM": 27.0
+        },
+        {
+            "Ticker": "NTPC",
+            "Decision": "BUY",
+            "Confidence": 0.7466666666666667,
+            "Reasoning": "Weak Sales Growth (-0.4%) drags down Large Cap momentum.",
+            "Sales_Growth": -0.40023812307986695,
+            "ROE": 13.5577036657873,
+            "Debt_to_Equity": 1.3338435642004962,
+            "OPM": 28.0
+        },
+        {
+            "Ticker": "NESTLEIND",
+            "Decision": "PASS",
+            "Confidence": 0.11,
+            "Reasoning": "High ROE (67.8%) shows efficient capital use.",
+            "Sales_Growth": 14.617364617364617,
+            "ROE": 67.84952491758774,
+            "Debt_to_Equity": 0.08609656777196044,
+            "OPM": 23.0
+        },
+        {
+            "Ticker": "ONGC",
+            "Decision": "PASS",
+            "Confidence": 0.4280757575757576,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": 8.198802414776209,
+            "ROE": 13.393568031675668,
+            "Debt_to_Equity": 0.46888382001678464,
+            "OPM": 16.0
+        },
+        {
+            "Ticker": "POWERGRID",
+            "Decision": "BUY",
+            "Confidence": 0.7566666666666667,
+            "Reasoning": "Weak Sales Growth (2.1%) drags down Large Cap momentum.",
+            "Sales_Growth": 2.054944095038435,
+            "ROE": 15.849702469799192,
+            "Debt_to_Equity": 1.4734312496268434,
+            "OPM": 75.0
+        },
+        {
+            "Ticker": "SBILIFE",
+            "Decision": "PASS",
+            "Confidence": 0.5010833333333333,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": NaN,
+            "ROE": NaN,
+            "Debt_to_Equity": NaN,
+            "OPM": NaN
+        },
+        {
+            "Ticker": "SHRIRAMFIN",
+            "Decision": "PASS",
+            "Confidence": 0.48108333333333336,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": NaN,
+            "ROE": 15.20677205012288,
+            "Debt_to_Equity": NaN,
+            "OPM": NaN
+        },
+        {
+            "Ticker": "RELIANCE",
+            "Decision": "PASS",
+            "Confidence": 0.43432575757575764,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": 9.654971853513636,
+            "ROE": 10.591905135891508,
+            "Debt_to_Equity": 0.44573963253431853,
+            "OPM": 17.0
+        },
+        {
+            "Ticker": "SBIN",
+            "Decision": "PASS",
+            "Confidence": 0.48108333333333336,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": NaN,
+            "ROE": 14.538079717377556,
+            "Debt_to_Equity": NaN,
+            "OPM": NaN
+        },
+        {
+            "Ticker": "SUNPHARMA",
+            "Decision": "PASS",
+            "Confidence": 0.21,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": 11.190992430294038,
+            "ROE": 13.77168840493,
+            "Debt_to_Equity": 0.0553667584061266,
+            "OPM": 30.0
+        },
+        {
+            "Ticker": "TCS",
+            "Decision": "PASS",
+            "Confidence": 0.08,
+            "Reasoning": "Weak Sales Growth (4.6%) drags down Large Cap momentum. High ROE (46.1%) shows efficient capital use.",
+            "Sales_Growth": 4.5812379564788275,
+            "ROE": 46.115255501678476,
+            "Debt_to_Equity": 0.10521260723610593,
+            "OPM": 27.0
+        },
+        {
+            "Ticker": "TATACONSUM",
+            "Decision": "PASS",
+            "Confidence": 0.5497424242424244,
+            "Reasoning": "Strong Sales Growth (15.2%) is an excellent indicator for Large Caps.",
+            "Sales_Growth": 15.16630718583267,
+            "ROE": 7.100238663484487,
+            "Debt_to_Equity": 0.1294290435101891,
+            "OPM": 14.0
+        },
+        {
+            "Ticker": "TMPV",
+            "Decision": "BUY",
+            "Confidence": 0.6633333333333334,
+            "Reasoning": "Weak Sales Growth (-23.7%) drags down Large Cap momentum. High ROE (73.7%) shows efficient capital use.",
+            "Sales_Growth": -23.678458931759515,
+            "ROE": 73.74540457579327,
+            "Debt_to_Equity": 0.7059017739229754,
+            "OPM": 6.0
+        },
+        {
+            "Ticker": "TATASTEEL",
+            "Decision": "BUY",
+            "Confidence": 0.8153333333333334,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": 6.221658895503402,
+            "ROE": 10.65510389851909,
+            "Debt_to_Equity": 0.9042254348272926,
+            "OPM": 15.0
+        },
+        {
+            "Ticker": "TECHM",
+            "Decision": "PASS",
+            "Confidence": 0.21866666666666668,
+            "Reasoning": "Fundamentals are mixed or average, showing no extreme strengths or weaknesses.",
+            "Sales_Growth": 7.2223899750887,
+            "ROE": 16.227714748784443,
+            "Debt_to_Equity": 0.07381145326850351,
+            "OPM": 16.0
+        },
+        {
+            "Ticker": "TITAN",
+            "Decision": "PASS",
+            "Confidence": 0.39,
+            "Reasoning": "Strong Sales Growth (44.9%) is an excellent indicator for Large Caps. High ROE (32.3%) shows efficient capital use.",
+            "Sales_Growth": 44.87230382426889,
+            "ROE": 32.30592880341336,
+            "Debt_to_Equity": 0.9266382219957969,
+            "OPM": 10.0
+        },
+        {
+            "Ticker": "TRENT",
+            "Decision": "PASS",
+            "Confidence": 0.17,
+            "Reasoning": "Strong Sales Growth (17.2%) is an excellent indicator for Large Caps. High ROE (24.6%) shows efficient capital use.",
+            "Sales_Growth": 17.152028012839217,
+            "ROE": 24.63851109520401,
+            "Debt_to_Equity": 0.36664280601288474,
+            "OPM": 19.0
+        },
+        {
+            "Ticker": "ULTRACEMCO",
+            "Decision": "PASS",
+            "Confidence": 0.4749924242424243,
+            "Reasoning": "Strong Sales Growth (16.5%) is an excellent indicator for Large Caps.",
+            "Sales_Growth": 16.532157198341125,
+            "ROE": 10.68594696178743,
+            "Debt_to_Equity": 0.3100203591564001,
+            "OPM": 19.0
+        },
+        {
+            "Ticker": "WIPRO",
+            "Decision": "PASS",
+            "Confidence": 0.40624999999999994,
+            "Reasoning": "Weak Sales Growth (4.0%) drags down Large Cap momentum.",
+            "Sales_Growth": 3.9691091954022992,
+            "ROE": 15.071745873050139,
+            "Debt_to_Equity": 0.23052977198104954,
+            "OPM": 19.0
+        }
+    ]
+}