Symbol,Annual_Return,Annual_Volatility,Sharpe_Ratio,Sortino_Ratio,Max_Drawdown,Predicted_Return,Up_Probability,investment_score,Recommendation,momentum_20d,Drawdown_Risk,Annual_Return_norm,Annual_Volatility_norm,Sharpe_Ratio_norm,Drawdown_Risk_norm,investment_score_norm,momentum_20d_norm,risk_score,conservative_score,balanced_score,aggressive_score
ADANIPORTS,0.26379508661318135,0.37592633707915324,0.7017201525777587,1.0374252544478604,-0.5369359331476324,0.0048644436,0.5302821,0.528497,Hold,0.05126498002663116,0.5369359331476324,0.6511752768727721,0.46541679969551303,0.6693933092454087,0.38147619889419604,0.40391757316827753,0.5711756431487774,0.3997915867728414,0.6289502765631322,0.6108327523181916,0.5362722686461754
ASIANPAINT,0.20107892832995825,0.35340997947608466,0.5689678843479441,0.5449565517367951,-0.9248048186299898,-0.0071185213,0.5030291,0.5100356,Hold,0.13211399964869153,0.9248048186299898,0.5158538675435183,0.3866026962889603,0.5621433488778582,0.9312712044943487,0.28646252542413125,0.8309828555308539,0.5653794352005312,0.5775195353278126,0.49312033978681086,0.4871231282932306
AXISBANK,0.1298778660613385,0.47675109291773216,0.2724227966977102,0.3067392060480874,-0.8501742160278746,0.011182542,0.5525573,0.54740065,Hold,-0.04063189845474602,0.8501742160278746,0.362224749375625,0.8183341264091035,0.3225659064599177,0.8254840838684047,0.5241863021535463,0.27586628829858717,0.7782091037861876,0.2802958965992113,0.3747876384733556,0.40973767827138596
BAJAJ-AUTO,0.2144542843524356,0.33386012028796996,0.6423477118724416,0.7436764971895017,-0.5991511318242344,-0.03915343,0.47913617,0.48592165,Hold,-0.034748729828625535,0.5991511318242344,0.544713607629453,0.3181722400491983,0.6214265814638047,0.4696647770068193,0.13304484591174492,0.2947717697487171,0.3817403546825837,0.6395469350099038,0.5007363422030873,0.33005773536622257
BAJAJFINSV,0.3118719683875418,0.3914447883589802,0.7967201957010984,1.1175102242684716,-0.8332567753789619,-0.028098,0.4675551,0.4954883,Hold,-0.015157639450282923,0.8332567753789619,0.7549098099811675,0.5197361014866319,0.7461434167633872,0.8015040103836695,0.19390974957568918,0.35772746918101656,0.5245026186807374,0.6663795612883815,0.6383266012911817,0.451073317658946
BAJFINANCE,0.406083857884582,0.4694641121337466,0.8649944636639061,0.844131867227726,-0.9328201662380522,-0.068393126,0.47399446,0.46500987,Hold,-0.013552014283272129,0.9328201662380522,0.9581889331177931,0.7928274762148318,0.8013018907448519,0.9426327708586667,0.0,0.3628871235679419,0.6595302545200772,0.6230630806569467,0.6881076253077638,0.45585299796070566
BHARTIARTL,0.09206121545648563,0.38650691920644986,0.23818775520370905,0.31678137885713165,-0.7847465908586145,-0.0024598325,0.47531095,0.5074891,Hold,-0.06255617472586728,0.7847465908586145,0.28062851331711625,0.5024520568442374,0.2949075704301574,0.7327419668986375,0.27026119296394563,0.20541292809556136,0.632331141678239,0.35569968224783893,0.2856945778030027,0.26143846813153704
BPCL,0.14266963069654323,0.4642735120036789,0.307296511663609,0.3615437927767769,-0.7730521485926052,0.0174527,0.54069287,0.54197824,Hold,-0.042347449149716554,0.7730521485926052,0.3898252859140224,0.7746587962442547,0.35074022391479553,0.7161653705492409,0.4896878662040335,0.2703533897397182,0.7194910624880355,0.31312051786708045,0.3902552709724112,0.40587593879516604
BRITANNIA,0.16114524841253475,0.3324779532849204,0.4846795007620841,0.49558298950170127,-0.853630409713005,-0.012944514,0.50299025,0.5139066,Hold,0.07499070977331845,0.853630409713005,0.42968975937660214,0.3133342349409198,0.49404714291790514,0.8303831569768555,0.31109058666637646,0.6474179493144221,0.526234498194053,0.5518327295602576,0.43814861660520854,0.42579572828007584
CIPLA,0.09056800111822276,0.3826662427961809,0.23667622327078874,0.2443632544297465,-0.8855324777463986,0.009795101,0.53555924,0.5336635,Hold,0.03195476780382456,0.8855324777463986,0.277406634391244,0.4890085206788323,0.2936864105805995,0.8756035866879516,0.4367878595046404,0.5091225418054834,0.6701785611037385,0.3588779312027699,0.31742276750860104,0.38750230591945045
COALINDIA,-0.037999078381860306,0.2995731537443603,-0.1268440709953826,-0.18913551237826087,-0.7506765899864678,0.01761253,0.57307166,0.55335987,Hold,-0.1264783180026281,0.7506765899864678,0.0,0.19815742351880208,0.0,0.6844485434728206,0.5621000286107958,0.0,0.5845975324493671,0.24055277294435937,0.11242000572215916,0.2248400114443183
DRREDDY,0.12605896837160419,0.36001818113989525,0.3501461175446037,0.39687670201618,-0.8130794412374732,-0.05006059,0.47198984,0.4750266,Hold,0.02070461194383877,0.8130794412374732,0.35398478966499775,0.4097334130080776,0.38535822776348405,0.7729031146878984,0.06372840090081079,0.47297032070855305,0.5801568312805554,0.4468307355320155,0.3116202309614035,0.26167934036803403
EICHERMOT,0.3611213675398505,0.4760558087710072,0.7585693964582153,0.9363208614542275,-0.9382370796620408,-0.014882623,0.5815108,0.5407955,Hold,0.05657168014087888,0.9382370796620408,0.8611742605524674,0.8159004203184946,0.7153215576618441,0.9503111179954157,0.4821630423462047,0.5882286509660071,0.6968570362274693,0.5559549642677424,0.7124456654659032,0.6549806513526704
GAIL,0.12163080339264458,0.3991503391523722,0.30472428922630346,0.363141858272208,-0.8723325974981594,0.027685817,0.57837903,0.56492597,Hold,-0.06664315937940768,0.8723325974981594,0.3444302260230542,0.5467078740859476,0.3486621369778555,0.8568930674722202,0.6356858253387566,0.1922794591326931,0.6711524287826884,0.38005113365871457,0.40479730136359526,0.43050231237126296
GRASIM,0.17684793031465162,0.3912534315808558,0.45200352518340664,0.5048479672250622,-0.9243109286619626,0.014400782,0.5718776,0.55062824,Hold,0.1847101932045303,0.9243109286619626,0.46357112429770336,0.5190662945327492,0.467648369228273,0.9305711271024754,0.5447208627799628,1.0,0.6465033451753603,0.4716339700999663,0.4818396944594401,0.6033167948310665
HCLTECH,0.12136616905466749,0.5099749888433642,0.23798455161483298,0.26411569276483843,-0.9526349139296653,0.003909875,0.5325543,0.5280588,Hold,0.09494749573918293,0.9526349139296653,0.3438592297670295,0.9346278722809693,0.29474340316473807,0.9707197088055662,0.40112965882150653,0.7115488064866499,0.8766440406046362,0.22593202053102585,0.3307554022767792,0.4403053167327444
HDFC,0.202788677107019,0.4108136809045953,0.4936268837505276,0.5472815994992615,-0.8147414430136947,-0.013365215,0.4955538,0.5105263,Hold,0.02608883988343713,0.8147414430136947,0.5195429585281095,0.5875331194089478,0.5012756933878876,0.7752589630430167,0.2895844550680395,0.4902724631260605,0.6172082286601178,0.47463304954883695,0.46441762526598457,0.4217054580636717
HDFCBANK,0.1821086701107744,0.3754088889696691,0.4850941878616191,0.5048848248726513,-0.8417647517343518,-0.013889918,0.4772866,0.510554,Hold,0.012578206465067687,0.8417647517343518,0.47492211808962154,0.46360557385129175,0.4943821667603081,0.8135638663892379,0.28976068790100495,0.4468562284907934,0.5811967394291956,0.506985844576828,0.44761985638724155,0.39524436809440927
HEROMOTOCO,0.07767791424215832,0.2871329196906925,0.2705294618458765,0.41229663719510046,-0.616320280566567,-0.015351614,0.49112096,0.5049903,Hold,-0.08069168734491317,0.616320280566567,0.2495939499061969,0.15461281873006524,0.32103628974956405,0.49400164078283865,0.2543633372594446,0.14713470776957682,0.41373473280200845,0.4783415572056752,0.28626899729853006,0.231009856420172
HINDALCO,0.14156507377293287,0.4614360889959342,0.3067923752582348,0.46719687780464064,-0.8299226921327877,0.02127189,0.530142,0.5418,Hold,-0.0409992652461425,0.8299226921327877,0.3874420053739048,0.7647269522807335,0.35033293438055857,0.7967780259450826,0.4885538683647619,0.2746857601679971,0.7398243083816507,0.31581496838217094,0.3891098424754031,0.4053355015290661
HINDUNILVR,0.21549024464464384,0.26657092594395165,0.8083786477522763,1.2919048538613311,-0.2678124478558323,-0.016147096,0.45709175,0.49836075,Hold,0.12509087497947968,0.2678124478558323,0.5469488785801653,0.08263958353950016,0.7555622277344453,0.0,0.21218483986638637,0.8084141410176868,0.10638716509546647,0.8041016843522616,0.5843027454145494,0.46533631558215804
ICICIBANK,0.17598125837641643,0.4678041476634483,0.3761857590519321,0.4623742127049517,-0.8979989967114431,-0.009172589,0.45740756,0.4994983,Hold,-0.010539523212045099,0.8979989967114431,0.46170112346668185,0.787017095436572,0.4063955370078844,0.8932745835653562,0.21942215608083124,0.37256772218497,0.7608705521418703,0.34837174727454745,0.38559253676011296,0.3469628562559992
INDUSINDBK,0.33964205221320687,0.48745452052405486,0.6967666477850343,1.0055288537637987,-0.8510664590593412,0.03233486,0.5577929,0.56019956,Hold,-0.09586528058704558,0.8510664590593412,0.8148287684018999,0.8557993801166704,0.6653913950048139,0.8267488173410878,0.6056154778998621,0.09837457461661687,0.6907269787475504,0.5090341624683685,0.6982674236029494,0.5878526134440283
INFY,0.04706396745705838,0.40242793871372334,0.11695004975919043,0.10201511748695347,-0.8794177603701415,0.0079763625,0.57562053,0.5544985,Hold,0.10532195005186318,0.8794177603701415,0.18353884485046035,0.5581804699341498,0.19696017354298972,0.8669361188916066,0.5693442159970677,0.7448869727076193,0.724264971578245,0.27041798049984783,0.2674105834260465,0.4501306188805351
IOC,0.0634750624069049,0.4191632473707805,0.1514327957068158,0.16779627269895842,-0.9099943392666203,0.020710662,0.55885106,0.55367607,Hold,-0.0662927078021418,0.9099943392666203,0.21894873853719626,0.6167591428389595,0.22481862888662918,0.9102776989843663,0.5641117550289817,0.1934056304553631,0.7523413781649049,0.2723452973689526,0.29091628701026984,0.35190532351754383
ITC,0.08054298044383605,0.3848922701260544,0.20926110159982628,0.20271720834013346,-0.9404927581052523,0.01858193,0.56529415,0.5602383,Hold,0.05248957566838364,0.9404927581052523,0.2557758463559409,0.49680029372024803,0.27153785709907075,0.9535084890368575,0.6058619493781682,0.5751108643977948,0.7033113070694352,0.34103641185327505,0.3336740723319513,0.4596772911732026
JSWSTEEL,0.2541402040494104,0.528651115848227,0.4807333162281128,0.5604112341305714,-0.92445840380124,0.015524647,0.5372194,0.54111284,Hold,0.18207105828802628,0.92445840380124,0.6303431284886543,1.0,0.4908590381833119,0.930780169637362,0.4841820216679861,0.991519176250221,0.831976339436215,0.3436013267283183,0.5313688619718494,0.6441138953127004
KOTAKBANK,0.2635245644505621,0.4757668300713504,0.5538943612589418,0.5912002131825635,-0.8450689099695723,0.010268948,0.5822988,0.55271995,Hold,0.0005055185778077842,0.8450689099695723,0.6505915765744357,0.8148889069326022,0.5499655173767329,0.8182474328299378,0.5580287320594813,0.40806081203911365,0.7064401374090024,0.4405091900839324,0.5817659780725934,0.5650602858613896
LT,0.1263105603817338,0.4100287333833029,0.3080529487275132,0.3451853317532475,-0.8752856857567622,0.0061655394,0.5428108,0.53647834,Hold,-0.013136915077989642,0.8752856857567622,0.35452764474921655,0.5847855642225164,0.3513513460161809,0.8610790004935224,0.45469642367594615,0.3642210391539391,0.686832522032209,0.37051027294457173,0.37297325116804464,0.39653383520085295
M&M,0.1435436175521362,0.43481733445713927,0.330123953616862,0.3816796428206989,-0.8541461354357315,0.008539811,0.5437707,0.53649694,Hold,-0.014136904761904767,0.8541461354357315,0.3917110699969693,0.6715532112273263,0.36918241158830983,0.8311141860364873,0.4548147605240746,0.3610075860607128,0.7072008168253838,0.356961724743619,0.39306747889806065,0.41081184942056015
MARUTI,0.25626559167241897,0.34392928989365734,0.7451112749125149,1.1044222068350709,-0.61339664663613,-0.042376395,0.40966615,0.4728902,Hold,-0.002089963079746182,0.61339664663613,0.6349290351575169,0.3534173977479111,0.7044488018012864,0.48985745857766283,0.050136205075976326,0.39972026743646877,0.37698955613207735,0.6870889419365271,0.5527303524630935,0.35397014958069106
NESTLEIND,0.1986858716913608,0.2429616690379175,0.8177663270017838,1.2728731432248106,-0.3240105825819343,-0.0048800698,0.58693814,0.5465862,Hold,0.06604312614895402,0.3240105825819343,0.5106904167550098,0.0,0.7631464915732369,0.07965953174622667,0.5190046115106253,0.61866501242207,0.09495391205189693,0.8342025441012657,0.6385812931152464,0.535611013790668
NTPC,0.05725808845834911,0.30240301447462037,0.18934364314398916,0.27270569792212435,-0.7316002107851755,0.021030433,0.48300982,0.52933025,Hold,0.0037278657968313755,0.7316002107851755,0.20553449730318119,0.20806279720990328,0.25544663200367074,0.6574082254623618,0.40921887309855426,0.4184157805002677,0.5038135969215686,0.4163938032395985,0.2712274398125006,0.32958450426074776
ONGC,0.09220497049196613,0.41452171352515277,0.22243700989229656,0.2514944704087006,-0.9595741813771731,0.041879844,0.5978126,0.5882577,Hold,-0.06756756756756754,0.9595741813771731,0.2809386907025286,0.6005123619464556,0.28218261414177226,0.9805559568985758,0.7841268677896832,0.1893088861363639,0.7497169476056234,0.31737412131530385,0.3821982878395813,0.4638880006241576
POWERGRID,0.07523205204159401,0.28986327551441543,0.25954323433377674,0.35615015708426534,-0.6179183135704873,0.010054073,0.5210793,0.52921766,Hold,0.03289780681287913,0.6179183135704873,0.24431656160522933,0.16416989496864196,0.3121605659598822,0.49626681491055197,0.4085025534356084,0.5121529846884689,0.42089983267265774,0.46926142768132495,0.3110757621486316,0.3635582429540289
RELIANCE,0.17575727234063093,0.37812838545130595,0.46480845951530486,0.5329378466574087,-0.7900864678578633,-0.008269483,0.5126378,0.5174829,Hold,-0.02708792789337433,0.7900864678578633,0.4612178332451143,0.4731246390880364,0.47799341807691287,0.7403111167185696,0.3338437087073587,0.31938965138430037,0.5679451652277115,0.49265800092742806,0.44413080075346245,0.38190254705784926
SBIN,0.1654661006784175,0.4231205542065488,0.39106136308765616,0.44625827608337937,-0.9567758850413329,0.0012193304,0.48934186,0.53254825,Hold,-0.0752274766115596,0.9567758850413329,0.4390127765085231,0.630610920984604,0.41841347059612927,0.9765894377803411,0.42969242026402693,0.16469387379455916,0.7196971585491051,0.4037061531219093,0.42684905230342696,0.38042085346793186
SHREECEM,0.4254616451953445,0.3829745369392634,1.1109397731651784,1.7761660549709843,-0.7997340264764552,-0.008205383,0.46578947,0.5122378,Hold,0.09783334654003317,0.7997340264764552,1.0,0.49008764399446264,1.0,0.7539863037296137,0.30047335375471024,0.720822448336908,0.42223094871666916,0.8529737068016612,0.860094670750942,0.6643538311692657
SUNPHARMA,0.12632999055098468,0.43250842394960753,0.2920867746282409,0.2953130346590044,-0.8606099656357385,0.003388809,0.4880607,0.512402,Hold,0.005213588967373006,0.8606099656357385,0.35456956883957075,0.6634713218425049,0.33845234577910777,0.8402765130341577,0.3015180263602329,0.4231901314709325,0.715935778913517,0.33787524549262393,0.3359006488134717,0.34707306437410795
TATAMOTORS,0.12651817966381265,0.48610263129778974,0.2602705098016776,0.31339980560185493,-0.9521664285975903,0.04577297,0.6670754,0.6221883,Hold,-0.08019817309180977,0.9521664285975903,0.35497562075131733,0.8510673564407566,0.31274812853902867,0.9700556418865315,1.0,0.14872060903305523,0.8376191965805535,0.26360348304509307,0.46286675049490955,0.571734370107138
TATASTEEL,0.15012647984842495,0.4446414568226714,0.33763491358003817,0.4893112111926837,-0.8495297805642633,0.010236279,0.5211741,0.53617376,Hold,0.11864643781024964,0.8495297805642633,0.40591478125318786,0.7059406290168785,0.3752504823573785,0.8245706117839283,0.45275862597685984,0.7877050308251837,0.7171722904347163,0.3508931489451014,0.39995140075001756,0.5010103690570559
TCS,0.14350310831664928,0.3794583339819927,0.37817882878139464,0.387594796068206,-0.820594999266037,-0.028140446,0.4349389,0.48443028,Hold,0.09130014165774103,0.820594999266037,0.3916236640239793,0.47777986365280584,0.40800572907725513,0.7835562411000979,0.12355645746047976,0.6998280843195842,0.6037770990679752,0.4422700512582368,0.3462012552379173,0.3460376654577005
TECHM,0.11220776303418181,0.44147301034805486,0.25416675630004615,0.2847542544218594,-0.8943356219709209,0.00781094,0.55439246,0.5415122,Hold,0.10670947379877016,0.8943356219709209,0.3240983189614776,0.6948501021878621,0.3078169335404618,0.8880818361928099,0.48672282831683705,0.7493457611812828,0.7520195116708492,0.30701682282196463,0.3484825281220416,0.47419761114758247
TITAN,0.335623514409981,0.498980167077995,0.6726189467116037,0.8170360742989172,-0.9668688754083061,0.009305999,0.56289214,0.5422691,Hold,0.1032767076551282,0.9668688754083061,0.8061580491827848,0.8961426503446144,0.645882575926789,0.9908960137987587,0.49153837457213395,0.7383146144004276,0.7619610914994367,0.48327500804536794,0.6630963776326567,0.666741492382053
ULTRACEMCO,0.25176083823696943,0.33140731454498634,0.7596719420107868,1.158860403811298,-0.7777968501909617,-0.049195047,0.4473361,0.46815023,Hold,0.10966475878986115,0.7777968501909617,0.6252092181238753,0.3095866735525394,0.7162122992543871,0.7228908732628587,0.019979586257478255,0.7588425288467306,0.4258382416235572,0.7084726074123091,0.5496648323158517,0.4098440275218876
UPL,0.23362156629123784,0.4020360158623199,0.5810961134667179,0.7696504452634942,-0.7538907684871923,0.007697913,0.5452508,0.53749466,Hold,0.11824414566823993,0.7538907684871923,0.5860704712507331,0.5568086206909271,0.5719416906287145,0.689004565760115,0.46116245085283014,0.7864122705608374,0.557842310815791,0.533316597232822,0.5540244768601432,0.5761756229535928
VEDL,0.21691899437109669,0.47611775943398077,0.4555994605808755,0.5986271196999084,-0.8219039351851853,0.02707033,0.5715791,0.5654632,Hold,0.10998552821997087,0.8219039351851853,0.5500316634932537,0.8161172664906764,0.4705535092609478,0.7854116269223028,0.639103787968871,0.7598733169978272,0.720904341894677,0.38455227653546054,0.5281070112722241,0.6276288439844153
WIPRO,-0.0017145446307034141,0.47536968785850897,-0.0036067605371037843,-0.0038121903703092212,-0.9732915473957818,0.009032467,0.52590185,0.5350169,Hold,0.01901048013648543,0.9732915473957818,0.0782904179476009,0.813498788336079,0.09956286878332604,1.0,0.44539845575502957,0.4675262514503999,0.8955306546994337,0.12564437164750453,0.1623482509269492,0.3029807997711322
ZEEL,0.07735933337943726,0.4584793833097877,0.1687302334534129,0.21252230064014999,-0.8057548092598626,0.04525332,0.60379463,0.5892786,Hold,-0.00024875621890552146,0.8057548092598626,0.24890655430498587,0.7543775826447257,0.23879315103619547,0.762520621454028,0.7906220338248701,0.405636960355813,0.7588692741832401,0.24084193093191913,0.3521929485745675,0.496938827323105