diff --git a/stock_data_with_indicators/ADANIENT.csv b/stock_data_with_indicators/ADANIENT.csv
deleted file mode 100644
index c0de7e5529bdc45a9825b6df72423a4df087762c..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/ADANIENT.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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-59,2023-09-15,2537.728515625,2555.662061054138,2511.9020442197525,2517.4970235466785,1547001,12.747645743991598,11.94747948264388,2646.475292355275,2397.3156744416,249.159617913675,17.80383724567586,63.95603599534732,58.44153316886494,0.008036333210107216,0.001715568694350189,0.008236481244072946
-60,2023-09-18,2500.162841796875,2552.6648626077863,2488.723355286104,2549.6676044520823,861677,10.144293540573926,11.586842294229891,2628.001592428255,2402.0719183139327,225.92967411432255,16.86098025204527,48.93105012458798,56.25041177369133,-0.014802873355770796,-0.006530568925989799,-0.04302186907709771
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diff --git a/stock_data_with_indicators/ADANIGREEN.csv b/stock_data_with_indicators/ADANIGREEN.csv
deleted file mode 100644
index 3d694981836975967df569a8064e82a48dd2bd01..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/ADANIGREEN.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/ADANIPORTS.csv b/stock_data_with_indicators/ADANIPORTS.csv
deleted file mode 100644
index 211d65fd489af23fef11d85c3e240f774d676bd7..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/ADANIPORTS.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/ADANIPOWER.csv b/stock_data_with_indicators/ADANIPOWER.csv
deleted file mode 100644
index bf2205eb62c3e145e523296b6999ce1e2765fc76..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/ADANIPOWER.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/AMBUJACEM.csv b/stock_data_with_indicators/AMBUJACEM.csv
deleted file mode 100644
index 6091b736a65b45826fafb8b358ac83c79a0fc710..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/AMBUJACEM.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/APOLLOHOSP.csv b/stock_data_with_indicators/APOLLOHOSP.csv
deleted file mode 100644
index 4f093df0fb395322ee3e5f622e8ea7c237aac617..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/APOLLOHOSP.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/ASIANPAINT.csv b/stock_data_with_indicators/ASIANPAINT.csv
deleted file mode 100644
index 157abb9cf85d03ea7f2900b48d98d2a977f1fcfa..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/ASIANPAINT.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/AUROPHARMA.csv b/stock_data_with_indicators/AUROPHARMA.csv
deleted file mode 100644
index e43bd39ede984ec8448913ad8fb700972cbac980..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/AUROPHARMA.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/AXISBANK.csv b/stock_data_with_indicators/AXISBANK.csv
deleted file mode 100644
index d920c9be923faec575e9763bc2934bb1cfcbd002..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/AXISBANK.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/BAJAJ-AUTO.csv b/stock_data_with_indicators/BAJAJ-AUTO.csv
deleted file mode 100644
index 6546975eed926f7301bd31d036f83eeacd6f7c04..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BAJAJ-AUTO.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/BAJAJFINSV.csv b/stock_data_with_indicators/BAJAJFINSV.csv
deleted file mode 100644
index 58f1f09aa2e809c0546b9dce902a946e35d3109a..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BAJAJFINSV.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/BAJFINANCE.csv b/stock_data_with_indicators/BAJFINANCE.csv
deleted file mode 100644
index 4ba3783a038d657f57306992fb820e3338502978..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BAJFINANCE.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
-35,2023-08-11,698.2247314453125,707.9555618737905,695.3025066753116,706.4573595967904,6303960,-6.435851100057107,-3.252865587670823,762.4321940454171,687.6648396459892,74.76735439942786,24.637502396206767,5.943059549832747,12.833719679418808,-0.011653450080944538,-0.01575222973399093,-0.012323983790657134
-36,2023-08-14,694.0170288085938,698.0567190953092,686.3530309325464,696.1876780306222,6937850,-7.408861637371842,-4.084064797611028,761.3880591563932,683.83467643931,77.5533827170832,25.34616612617869,9.767474358093905,11.093857216843368,-0.006026287020811871,-0.015058870691674331,-0.014616393863133736
-37,2023-08-16,690.4026489257812,691.6387776674246,684.3208713737565,691.6387776674246,5987950,-8.375086959112082,-4.942269229911239,761.2773011664851,679.6091063042179,81.66819486226723,26.130434890104745,9.34797764684521,8.352837184923954,-0.005207912389436964,-0.022725713670574077,-0.026778575453296538
-38,2023-08-17,684.6422119140625,694.209835394404,682.6396593995953,694.209835394404,7101180,-9.496180554468992,-5.85305149482279,758.4719410657789,675.8733775377367,82.59856352804218,26.513130702096674,4.119252103199206,7.744901369379441,-0.008343590541956325,-0.019452933875794498,-0.0283635049526082
-39,2023-08-18,678.5950927734375,683.9054966119958,676.9040470556215,681.7002020625492,7455330,-10.748702926100918,-6.832181781078416,754.9961667911994,672.085663042785,82.91050374841438,27.252926779631316,3.2578053975605,5.575011715868306,-0.008832524544052034,-0.02222126460157725,-0.03943946908566498
-40,2023-08-21,696.9985961914062,698.4621532675251,672.5528834699409,672.5528834699409,12308310,-10.13944578875396,-7.493634582613525,749.4130627041859,672.3924792880016,77.02058341618431,26.21181101156816,46.7297627580872,18.03560675294897,0.02712000663422587,0.009553768769409832,-0.0017560753704157772
-41,2023-08-22,699.1494140625,707.4116786323672,697.176557568646,697.2803730605823,12487800,-9.374983121186801,-7.869904290328181,742.7720486626313,673.9737704291656,68.79827823346568,24.401830645868333,54.99996656442161,34.99584490668977,0.0030858281248289376,0.02118946494385665,0.007395186343938764
-42,2023-08-23,703.7478637695312,706.9667477214593,692.528728342332,702.121099091632,8032480,-8.302379822433068,-7.956399396749159,733.8761702914037,678.0240311246118,55.85213916679186,23.113065858948495,74.52171508373459,58.7504814687478,0.006577205979922507,0.037065948846304986,0.019329611299310878
-43,2023-08-24,705.824462890625,710.620617590687,704.1976983808458,707.0655408013581,9103600,-7.201752466770245,-7.8054700107533765,729.018936123592,679.9570770600018,49.06185906359019,21.57627149358874,81.46468418833263,70.32878861216294,0.002950771473707592,0.012662675000273627,0.030939154215079867
-44,2023-08-25,713.1473388671875,719.733405516507,702.2199137138255,703.6044018944215,13032760,-5.67320528723144,-7.3790170660489895,727.9213660595198,680.3367088916522,47.58465716786759,20.699851600379763,86.04070840331272,80.67570255845997,0.01037492515713101,0.020021363850325935,0.05091732383818748
-45,2023-08-28,715.5306396484375,718.0424314953203,705.8888355684554,714.4774555576948,7036260,-4.2208528160147125,-6.747384216042134,724.7719296961145,682.0423586339637,42.72957106215085,19.88603312811428,91.09215903986511,86.19918387717014,0.003341947240574239,0.016742893990176144,0.02658835119366887
-46,2023-08-29,721.2415161132812,722.9819345114156,715.5701121270181,716.9546003259571,14183050,-2.5793004460309703,-5.9137674620399014,724.6201713317777,682.1253853088473,42.494786022930384,19.539801615528837,96.54877820980022,91.22721521765935,0.007981316450193843,0.021842616731527542,0.031598541894517496
-47,2023-08-30,718.7445068359375,724.9548459549089,717.7457052601033,724.4702328383768,4602680,-1.4629818028286081,-5.023610330197643,724.5892341536626,682.1405021744624,42.44873197920015,19.378925387102694,88.14865164495907,91.9298629648748,-0.003462098647343481,0.007848543580967426,0.021309681831329197
-48,2023-08-31,708.3511352539062,720.4157627064197,705.5822192052581,719.9213112563809,14129800,-1.4008018888824836,-4.299048641934611,724.120415877266,682.2093082438276,41.911107633438405,18.012079507730498,68.31471587392248,84.33738190956059,-0.014460453587026412,-0.010033818255579918,0.0035797460928650437
-49,2023-09-01,723.9362182617188,724.8064575987127,707.5599894731322,708.899933520938,6760760,-0.09286739284402756,-3.4578123921164945,727.0399753152293,681.3886867941457,45.65128852108364,17.101330084782106,98.0561268225739,84.83983144715182,0.02200191717378419,0.0037361994397646647,0.015128541896642256
-50,2023-09-04,718.9571533203125,728.821435581415,717.7853058008894,728.821435581415,5813630,0.5357355633456109,-2.6591028010240736,728.5124426317092,681.1182336378221,47.394208993887105,16.60280028560373,82.46928010239131,82.94670759962922,-0.006877767427304171,0.00029585823940569966,0.0047887728100064475
-51,2023-09-05,726.3590698242188,727.6792165505018,719.9213023669519,720.2179611617435,12213530,1.6125917821722169,-1.8047638843848155,731.4023682414931,680.4330626667099,50.96930557478322,16.13987975779524,95.62390417951745,92.04977036816088,0.010295351356784499,0.02542232753513929,0.007095478555526835
-52,2023-09-06,730.581787109375,731.4915609689252,720.9795172532095,723.4122403613612,6051570,2.774760377707821,-0.8888590319662883,734.6213573863157,679.3323169300905,55.289040456225166,16.05332632200261,98.45640605090621,92.183196777605,0.005813539694875969,0.009179771200857001,0.016469385380832646
-53,2023-09-07,728.1489868164062,730.5817096666859,722.2650025201771,729.8103364368986,5496220,3.459600588700141,-0.01916710783300246,737.2602019538605,679.0455780754363,58.21462387842416,15.972955274480887,94.32872555958424,96.13634526333597,-0.0033299492758974703,0.012784953113886832,0.027949205665356303
-54,2023-09-08,732.8413696289062,736.7277509931089,728.8214767087295,730.7992826156731,6246420,4.33105179786844,0.8508766733072861,740.4818247487507,678.462352497343,62.019472251407706,16.4506500512423,91.2070875527961,94.66407305442885,0.006444261953883812,0.008924373734682245,0.012301016501937267
-55,2023-09-11,730.96240234375,736.1393549821572,728.030338997531,734.2604152981893,4068490,4.814566872926775,1.643614713231184,743.0143367904485,679.203607545489,63.810729244959475,16.785200952744898,86.95593634521794,90.83058315253277,-0.00256394816535499,0.0005209755308586139,0.016698142536025307
-56,2023-09-12,734.8834228515625,737.6227032212357,722.4430073687112,733.8648238845564,9635170,5.451310326966791,2.4051538359783056,745.6464400444261,680.6581436958083,64.98829634861772,16.347780743489956,92.2625295695983,90.14185115587077,0.005364189040695022,0.009248706181135269,0.011735728762093833
-57,2023-09-13,739.2939453125,742.4930317070101,729.8746210501239,734.6856239997034,5798460,6.2398967584750835,3.1721024204776613,748.2332479585806,682.9604654203257,65.27278253825489,16.420637872446786,92.05652168513127,90.42499586664917,0.006001662745124037,0.008804873675269054,0.011924959473183172
-58,2023-09-14,741.113525390625,742.8342068543316,734.4631772415403,739.2939777757487,6503720,6.931776883313773,3.924037313044884,749.5945464456166,687.2462982809458,62.34824816467085,16.521528288757768,95.38096737302723,93.2333395425856,0.002461240335677184,0.01388733950518728,0.01780478831798149
-59,2023-09-15,740.9058227539062,748.119913071407,737.2815152515639,741.5783298598583,7874940,7.378284726531092,4.614886795742126,748.3110781403074,694.7608395843021,53.5502385560053,17.119275829455283,83.04071128020956,90.15940011278936,-0.0002802575173745936,0.008195041165815153,0.011004363917233029
-60,2023-09-18,746.4882202148438,747.6106347271459,738.2160566452571,740.5795491959524,7066180,8.089349247570567,5.309779286107814,750.4021323063756,697.6187478205776,52.783384485798024,17.67432711724583,96.16412478377966,91.52860114567216,0.007534557415391996,0.009731277995659315,0.021240241387671777
-61,2023-09-20,745.533935546875,756.2140750115316,739.9960429800516,740.5547755441771,8441900,8.47813949142369,5.9434513271709895,751.7076926549618,700.9516396204289,50.7560530345329,18.938196360253354,78.90628479919698,86.03704028772874,-0.0012783653407070217,0.005964551994810829,0.014492792141079125
-62,2023-09-21,740.11474609375,749.9493934023966,734.2604573942517,744.643938609928,6757250,8.253830244718415,6.405527110680475,751.9563460809069,704.3396744269056,47.616671654001266,19.23149939896718,66.910633013387,80.66034753212121,-0.007268870261619709,-0.0010677155393594706,0.0011102495650807676
-63,2023-09-22,738.8439331054688,749.2916940255817,737.0886064211315,741.0788631813796,5263040,7.882653243308937,6.700952337206168,751.6883967415133,707.9095707877837,43.778825953729665,19.503852220630023,54.79911987071269,66.87201256109888,-0.001717048599542803,-0.01024033186642237,-0.0030624083995228757
-64,2023-09-25,773.3072509765625,776.2789091396079,742.6661078694559,749.0939769788454,23475330,10.251224787553383,7.411006827275612,760.4853582572576,705.1286004829768,55.35675777428082,21.58120390115538,94.72713918631621,72.14563069013863,0.046644922326477545,0.03725291915694595,0.043732181915134616
-65,2023-09-26,778.3309326171875,781.2284111289094,768.8720731232289,773.3122378818231,12468200,12.390869691982175,8.406979400216926,768.8323337744855,703.061654262624,65.77067951186154,23.73610622504154,95.19081874316272,81.57235926673053,0.006496359156442644,0.05163548858489664,0.042656684378996834
-66,2023-09-27,775.0576171875,776.7832479638334,765.6828367684684,776.7832479638334,7441100,13.664903988047058,9.458564317782953,774.9029586109034,702.3726395336278,72.53031907727564,25.293287375447097,89.53453661005692,93.15083151317862,-0.00420555742103268,0.04901398314231242,0.03960072135276893
-67,2023-09-28,765.31201171875,774.2121382056094,763.240228667118,771.8140002825958,7775050,13.729926387877867,10.312836731801937,777.7986407029344,704.1337079298781,73.66493277305631,26.399648394902496,72.92457244133801,85.88330926485254,-0.012574039984426522,-0.01033902016011845,0.034045079844697845
-68,2023-09-29,772.4074096679688,776.0910491372183,763.9275545155309,765.3120428351385,5730050,14.190418117165791,11.088353008874709,780.2322743359675,708.1057017382511,72.1265725977164,27.538433129893242,84.99457195714098,82.48456033617863,0.009271248641823604,-0.007610545464640017,0.0454270178837739
-69,2023-10-03,787.9182739257812,788.6994854777103,766.8941888903087,769.445575239037,9445550,15.626821969884645,11.996046801076696,786.8718956092234,707.8642860314017,79.00760957782177,29.254631313555937,98.82092804473574,85.58002414773824,0.020081195575894384,0.016593162176703036,0.018894201406707944
-70,2023-10-04,776.6893920898438,795.3746732893186,773.3221483926579,793.5946599553811,11763840,15.678374904961288,12.732512421853615,789.4686281752646,711.0407773423136,78.42785083295098,31.137385249981133,71.47287588223674,85.09612529470449,-0.01425132809776053,0.014866329283846236,-0.0021090521506371696
-71,2023-10-05,776.3778076171875,782.7018006462241,774.004416503966,782.7018006462241,7950610,15.515238700664554,13.289057677615805,791.9346681213938,713.5766111754813,78.3580569459125,32.88565676237596,68.91579905934044,79.73653432877097,-0.0004011699861354856,0.005140289825709354,0.0017033448874139712
-72,2023-10-06,807.7902221679688,810.109230748623,775.7942896144405,776.2887410418556,21450340,17.71644723752388,14.17453558959742,801.1448156504784,712.087307152256,89.05750849822243,35.41162348286518,96.94258920995382,79.11042138384367,0.04046021697501945,0.025220824163876943,0.055504434529676905
-73,2023-10-09,793.8616333007812,804.4725425437314,792.9023660618836,801.2141242531701,7478000,18.128031483691757,14.965234768416288,805.2338025893447,714.5695848618271,90.66421772751755,37.75716400903375,78.57895819628921,81.47911548852782,-0.017242829245698976,0.022109534887211568,0.027775786928345036
-74,2023-10-10,799.3895263671875,804.4725017120741,793.1989846131686,796.5612785852189,9650240,18.684882046713938,15.709164224075819,809.8779930786529,716.580210046347,93.29778303230592,39.93516592619028,85.86700363451867,87.12951701358725,0.006963295408825676,0.029639846121601865,0.014558936911376774
-75,2023-10-11,801.2041625976562,808.2302981270986,800.5613515933562,804.9471333779061,7123720,19.052985155253396,16.377928410311334,813.719621938145,719.7627572122457,93.95686472589932,42.063017868123715,88.25944341991985,84.23513508357591,0.002270027528025409,-0.008153180602553767,0.03156315865451753
-76,2023-10-12,792.5364990234375,803.6814547960573,791.4190338400925,803.4836621307327,7640920,18.432819440578783,16.788906616364827,815.4913751807156,723.7563115868626,91.73506359385306,42.7226948254575,75.93456384819004,83.35367030087619,-0.010818295733907024,-0.0016692257463483129,0.02081292284209324
-77,2023-10-13,796.22998046875,799.3203020262785,786.7760711742726,791.077834997058,6622820,18.03151069747605,17.037427432587073,817.5151799362104,727.4261103469928,90.08906958921762,42.7295228822287,79.42080721152338,81.20493815987776,0.0046603297764375995,-0.0039524484550054195,-0.014310945319681023
-78,2023-10-16,794.6824340820312,797.9458622988026,789.4066751567602,795.5032404798982,4382460,17.38815672034991,17.10757329013964,818.7648303595374,731.5333507928062,87.2314795667312,42.7358632206591,67.08528882316591,74.14688662762644,-0.001943592209134981,-0.008139908427934661,0.0010339343114960098
-79,2023-10-17,800.319091796875,806.8458870447345,796.8134479739599,799.0335301194888,8382830,17.135596735804484,17.11317797927261,820.0627976175389,736.1767104391018,83.88608717843704,43.1943002712855,79.11169746110028,75.20593116526318,0.007092968805023192,0.009819854079941015,0.0011628441442208537
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-83,2023-10-23,771.2355346679688,779.7400758783622,767.5221992692816,771.3442995063751,8822300,8.815487742156392,13.638867750610938,809.333528156944,759.0991622727435,50.23436588420054,33.99035279088056,16.272683506709576,17.058855224643835,0.003822827845560317,-0.008599720168583014,-0.029504741024188985
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diff --git a/stock_data_with_indicators/BANDHANBNK.csv b/stock_data_with_indicators/BANDHANBNK.csv
deleted file mode 100644
index 11adda4b62a6eff80c41630e5ca877ec511b022c..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BANDHANBNK.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
-35,2023-08-11,225.12315368652344,227.703352596696,224.0811435827885,227.15753633829826,5613028,0.9956723206815639,-0.2152742597366685,232.20749009518389,206.44548842044114,25.76200167474275,24.98208489787174,70.20351928821722,77.87368683118814,-0.0019798498796483877,-0.022487075194112305,0.0010829361493109868
-36,2023-08-14,226.01629638671875,227.0086840766714,219.86349573753915,225.12315352281513,5575439,1.0813359547813661,0.044047783166938415,232.78464133747784,207.23900368205344,25.5456376554244,24.30940476824611,74.59060261206194,72.39709842543833,0.0039673515832092665,-0.013116797670742586,-0.0023805275874152487
-37,2023-08-16,222.89028930664065,225.2223913770549,221.79865675103568,225.22239137705486,4690457,0.8867603345994155,0.21259029345343386,232.76571549821716,208.41951399397033,24.346201504246835,23.684773219308028,59.23577350330683,68.00996513452866,-0.013830892418170704,-0.01187862575905907,-0.03218245194648928
-38,2023-08-17,227.80259704589844,229.48965308872653,221.79864849872595,222.89028101371528,8664046,1.11607452209455,0.39328713918165714,233.2164883276326,209.59690736328537,23.61958096434722,22.054869316670118,83.36484421034888,72.39707344190587,0.022039128553059895,0.011902122529369175,-0.0053170498515064946
-39,2023-08-18,227.70335388183597,231.92100159100588,226.810211012242,227.80259870851728,14518002,1.2751010032314127,0.5696499119916083,232.90811939614196,211.80942668540104,21.09869271074092,20.939223776211183,76.15654840420098,72.9190553726189,-0.00043565422584923574,0.0074643179367501755,0.009458741593941555
-40,2023-08-21,228.79498291015625,230.0850899241358,225.96667196191777,228.14992183184933,5679992,1.472244852498278,0.7501689000929423,233.37658900493784,212.7282342982848,20.648354706653038,19.703048206267738,77.57928247629454,79.0335583636148,0.00479408409981863,0.026491479830205833,0.016310313548404398
-41,2023-08-22,230.33319091796875,230.928614451589,228.1499258667908,228.79498695650597,4046691,1.7326306170485566,0.9466612434840652,233.97869756486506,213.60314295027166,20.375554614593398,18.745006812625427,88.61175884860218,80.78252990969924,0.006723084519805855,0.011108713881608834,0.019099925979955357
-42,2023-08-23,235.4439849853516,236.63484721280952,230.48204641874773,230.73014334707793,13952330,2.324590151720514,1.222247025131355,235.37973702272828,214.2345635143811,21.14517350834717,18.975238965239132,92.89942596925553,86.36348909805075,0.022188699974216908,0.033994365790205094,0.05632230869169996
-43,2023-08-24,233.1118621826172,238.86771380965445,232.21871931921245,237.03180566984818,11125155,2.5758467698154845,1.492966974068181,236.20086300216457,214.96621616043308,21.23464684173149,19.556101089393394,69.7127679486968,83.7413175888515,-0.009905212923063234,0.018867893069823616,0.023306429362826897
-44,2023-08-25,234.104248046875,236.2875130606376,231.2759522397205,233.01263068262801,5646549,2.8225105507159753,1.75887568939774,236.29719362995363,216.93104123332765,19.366152396625978,19.831496082464643,74.93469215779609,79.1822953585828,0.004257122975064975,0.01637218289677267,0.028110671432449275
-45,2023-08-28,233.1118621826172,237.52799951454736,232.26834173220925,234.45159162035873,7228740,2.9044356029825167,1.9879876721146954,235.74840016108328,219.3875297095222,16.360870451561084,20.30368942145814,69.7127679486968,71.45340935172989,-0.004239076704234401,-0.009905212923063234,0.018867893069823616
-46,2023-08-29,234.0050201416016,234.8981630048267,232.41719378182967,234.20349465091442,4001719,3.0067719842159306,2.1917445345349424,236.16737666874076,220.344459573935,15.822917094805746,20.74215466480925,74.41255594100008,73.02000534916432,0.00383145649741623,0.00383145649741623,0.015941381305052627
-47,2023-08-30,229.09271240234372,235.3447429565283,228.4972737102143,234.20350312968762,7593004,2.6608198480424505,2.2855595972364444,236.21641804159506,220.74630473672525,15.470113304869813,20.005451883519225,48.5640431496969,64.22978901313125,-0.02099231775577004,-0.021407281953840562,-0.02697572666128223
-48,2023-08-31,227.8522186279297,231.57367244822927,226.85983094251645,230.23394301586768,10729945,2.2604952254684463,2.280546722882845,235.96941662729216,221.54689501821565,14.422521609076512,18.89619708864468,42.03657766962962,55.0043922534422,-0.005414811153990007,-0.022562745222150737,-0.022562745222150737
-49,2023-09-01,233.31036376953125,234.45160361366536,227.6041342635902,228.74537410772433,8157237,2.356497538446007,2.295736885995477,236.28959349638578,222.2127472018564,14.076846294529389,18.497867447555105,70.75728125706239,53.785967358796306,0.023954759687964344,-0.0029685532885148636,-0.0033911570762474863
-50,2023-09-04,234.45159912109372,235.5928389433594,232.61567577991693,234.94779298166748,5405373,2.4958970705223464,2.335768922900851,236.8156692587178,222.64386901032518,14.171800248392628,18.363469624069598,74.12796419653218,62.30727437440806,0.004891490172677537,0.02339178170512235,0.005747184746124123
-51,2023-09-05,232.86376953125,235.3447388002496,231.22633587076413,234.6996928473636,3940078,2.450005487967559,2.3586162359141927,237.09935261069145,222.9910007828632,14.108351827828244,17.84305270033718,64.82558260199279,69.90360935186244,-0.006772526166578197,0.02199474261650214,-0.004877034730541241
-52,2023-09-06,232.21871948242188,234.3523469590741,230.53166343778585,233.06225507605708,7414501,2.33467326995725,2.353827642722804,237.25833996873868,223.0236882295035,14.234651739235176,17.161959534761802,48.46157073431203,62.47170584427899,-0.002770074752833418,-0.0046789361152757,0.013645161591120836
-53,2023-09-07,236.68446350097656,237.32950944088563,230.63089254934857,232.2187189066185,10675954,2.573948994991042,2.397851913176452,238.1649734135376,222.88347018997803,15.281503223559582,17.205499821657913,83.07694576573358,65.45469970067947,0.019230766703511648,0.009523775432768833,0.03876304091411753
-54,2023-09-08,241.5471649169922,243.8792821153321,236.33712938858733,238.0242006261787,15257354,3.1199907843151777,2.5422796874041973,239.99603905730962,222.65014624542474,17.34589281188488,18.39998750226766,86.2973419374128,72.61195281248614,0.020545080754722056,0.03728959383944397,0.035304051711982254
-55,2023-09-11,241.2494659423828,243.5815680486179,238.4211548229133,243.3334711133183,8480086,3.4884977861323136,2.731523307149821,241.32930764402164,222.92950888429868,18.399798759722955,19.509154634262423,84.5481728744005,84.64082019251562,-0.0012324672687078486,0.038888968469419805,0.02899475562023368
-56,2023-09-12,231.07748413085935,242.58917247133027,230.03547400773292,242.58917247133027,10382611,2.9260189930625984,2.770422444332376,241.1647950135749,223.6001402891595,17.56465472441539,18.37846876859142,24.781370124787266,65.20896164553352,-0.04216374851562499,-0.023689680713217087,-0.007670945995533862
-57,2023-09-13,234.79893493652344,236.83331759926668,227.20715997635293,230.68051691243977,17496792,2.748853404721217,2.766108636410144,240.64984156272453,225.30595830299814,15.343883259726397,17.364373281891986,46.64723858245049,51.99226052721275,0.016104774637223596,-0.02793752509075309,0.011111143235362109
-58,2023-09-14,237.7264862060547,239.61201685548068,233.31036379045733,236.188282180136,13912743,2.812259345274242,2.775338778182964,241.02571110094044,225.92247768079784,15.103233420142601,16.378015034848154,63.848447010412535,45.092351905883426,0.012468332832611395,-0.014603057140733733,0.004402581773492065
-59,2023-09-15,247.45188903808597,248.29540953154583,238.0738127805218,239.16544535162896,20378402,3.605703435211126,2.9414117095885963,243.71043070403383,225.21261159332946,18.49781911070437,16.839504437674094,96.064857825244,68.85351447270234,0.040910051661646074,0.07086110085028352,0.024445429210990577
-60,2023-09-18,244.72280883789065,248.39464023875996,244.12737017066456,247.40225255513934,12409151,3.9685526243460174,3.146839892540081,245.13932152786884,225.3765033622679,19.762818165600947,17.2815589010629,82.94932009678946,80.95420831081533,-0.011028730517289698,0.04226541276283924,0.014397308122279462
-61,2023-09-20,243.0853729248047,247.5511177371745,241.84488825470197,243.82966372686633,14347302,4.076988837873955,3.332869681606856,246.06505030001665,225.72599279080367,20.339057509212978,17.18834047101003,75.34564972961515,84.78660921721621,-0.006690982017007796,0.022542236686681427,0.051964772072493615
-62,2023-09-21,243.6311798095703,251.07408754306024,241.89450133842263,242.58916969835482,16617293,4.159024724318698,3.4981006901492244,247.01358420540777,225.5961783678344,21.41740583757337,17.623850546047244,68.81497330275445,75.70331437638636,0.002245330018003422,-0.015440210391473697,0.03761620501146923
-63,2023-09-22,247.45188903808597,249.93285838820657,245.16939420744797,246.1121595319667,12015422,4.480687482932581,3.694618048705896,248.65940971478562,225.38435554400343,23.275054170782198,18.028252758581797,84.82335652609517,76.32799318615491,0.01568234916196709,0.011151719830100104,0.040910051661646074
-64,2023-09-25,251.02447509765625,251.7687659005605,245.0205262590347,247.94808219789965,11068085,4.9666331192717905,3.949021062819075,250.90940833739603,224.82637962647118,26.08302871092485,18.677462526373578,96.96969813292746,83.53600932059236,0.014437497622095119,0.03265972805080053,0.014437497622095119
-65,2023-09-26,250.6275177001953,251.52066057683575,247.9976811987368,250.8756146262215,6646269,5.259093832625894,4.211035616780439,252.7097337028751,224.7776198127499,27.93211389012521,19.28030016789452,95.35352776244814,92.38219414049026,-0.0015813493776115628,0.028716923244773263,0.024128150908140578
-66,2023-09-27,250.5282745361328,254.99403437688983,246.8068206210309,250.4290448506443,8604430,5.420380192307135,4.452904531885778,254.25333166737434,224.88634728770379,29.366984379670555,20.35426142443543,83.92852763364155,92.08391784300572,-0.00039597872162311365,0.012432257074316944,0.03061846758517417
-67,2023-09-28,247.45188903808597,257.27652160750955,245.3678687269305,254.89479708844783,17534736,5.239563765520245,4.610236378612672,254.72527181857473,226.2503248000776,28.47494701849712,21.658027380967702,67.32676705965149,82.20294081858039,-0.012279594004880101,-0.014232022826381474,0.01568234916196709
-68,2023-09-29,249.68475341796875,254.49783985936455,247.8488301009081,249.13893714998034,10359088,5.216308580928342,4.731450819075807,255.10437525391444,228.0544748437418,27.049900410172654,22.86866719774767,74.75247967461162,75.33592478930154,0.0090234283058519,-0.003761615208407898,0.0090234283058519
-69,2023-10-03,251.86801147460935,252.8603992147437,243.92890955353508,250.08171051384062,8151386,5.312806630784337,4.8477219814175125,256.18122210423434,228.8333927639297,27.347829340304628,22.852873240225342,82.01321930527408,74.69748867984573,0.008744058364612561,0.005347647649580178,0.003360375025682094
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-71,2023-10-05,247.3526306152344,254.0016250796747,246.7571919468701,254.0016250796747,7632130,4.921802608896257,4.939994450348879,257.0508087994296,231.15929557068756,25.891513228742042,23.118773790840727,58.59206524454172,74.26117586156401,-0.018121011959412403,-0.009340269162652515,-0.012675790494219852
-72,2023-10-06,250.974853515625,253.058873827731,245.76481787799528,248.89084834615423,7018670,4.833424013602922,4.918680362999687,257.09510107315657,232.99061670028092,24.104484372875646,22.980680119287108,67.18344193696205,69.31791673879334,0.014643963524386683,-0.0035461349528079777,0.014236967400951261
-73,2023-10-09,244.57394409179688,249.38703046345228,243.8296533214977,246.80681640269452,6591251,4.19848591210075,4.7746414728199005,256.8699845864858,234.00468124603373,22.8653033404521,22.27710797384706,17.68481517608367,47.82010745252915,-0.02550418631255269,-0.029151151016065024,-0.020469048494989428
-74,2023-10-10,250.03207397460935,250.42903813382068,245.11975796695637,246.40986498478298,5355488,4.0885876646855195,4.637430711193025,257.3150160653833,234.40814067289793,22.906875392485375,21.854070663981812,53.054563523684465,45.97427354557673,0.022316890309312054,0.010832483781193059,-0.007289284134381124
-75,2023-10-11,246.8564453125,251.8680063262657,246.11215452261305,249.0893176821608,6575616,3.7025649546086186,4.450457559876144,257.4029436649915,234.88091101030147,22.52203265469001,21.773760682843456,32.258077204912645,34.33248530156026,-0.012700885176962662,-0.01640964481275653,-0.020090645036358823
-76,2023-10-12,249.0893096923828,249.98245255454475,247.25338641249672,248.9900648665273,3132333,3.5360512724067235,4.26757630238226,255.98210209858368,238.10293513286163,17.87916696572205,21.69918712892927,39.11435926204836,41.47566666354849,0.009045193764563031,0.01846216945698509,0.007021065726403597
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-78,2023-10-16,242.24185180664065,244.02813761284904,237.87533669361923,239.16544377570818,6182055,2.0173728220652833,3.5427070155541953,254.52971869425022,240.41373375936308,14.115984934887138,21.1445956902896,28.705918360014543,26.842047576743813,0.014125517784576713,-0.01869342929254958,-0.009535325988286436
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diff --git a/stock_data_with_indicators/BANKBARODA.csv b/stock_data_with_indicators/BANKBARODA.csv
deleted file mode 100644
index e70b0294184c39fff6fa32a8abf21114e06d0090..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BANKBARODA.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/BEL.csv b/stock_data_with_indicators/BEL.csv
deleted file mode 100644
index a198244f5ecd7c27c160babfb8b0233656c2960b..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BEL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/BERGEPAINT.csv b/stock_data_with_indicators/BERGEPAINT.csv
deleted file mode 100644
index 33d676639580dead9d91b8bb3eef004d5356df0b..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BERGEPAINT.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/BHARTIARTL.csv b/stock_data_with_indicators/BHARTIARTL.csv
deleted file mode 100644
index 6f8dd511a776f57c9ff19af04ed8db35f7a0a5d1..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BHARTIARTL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/BIOCON.csv b/stock_data_with_indicators/BIOCON.csv
deleted file mode 100644
index 1b3d9adfed1832fa23a1c1f3c79860fc8694c04d..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BIOCON.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/BPCL.csv b/stock_data_with_indicators/BPCL.csv
deleted file mode 100644
index 4486b9f1e6b6f9e8d165c4e53eaecef76e635f6c..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BPCL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/BRITANNIA.csv b/stock_data_with_indicators/BRITANNIA.csv
deleted file mode 100644
index 625ea1108cc6fff8c1d44740ada42b318dd511bc..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/BRITANNIA.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/CIPLA.csv b/stock_data_with_indicators/CIPLA.csv
deleted file mode 100644
index a9555f9544094166a7ee0feecd7963b0fdfa3f90..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/CIPLA.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
-35,2023-08-11,1239.6885986328125,1248.2163889287476,1234.5323672834363,1247.7205927973084,1286301,60.0654792235041,52.161783125795864,1307.0251048360235,959.2904347147577,347.7346701212658,64.66629846466284,88.25020165957066,92.65143671889605,-0.0069503013071686714,-0.01283116549842378,0.0334366241241304
-36,2023-08-14,1225.21142578125,1241.4735637645988,1221.294684600704,1239.6886492010183,830936,58.18093712212385,53.36561392506146,1313.1250255089699,974.1386707800925,338.98635472887736,64.75259222095535,82.05723388837595,87.46942691117812,-0.011678072112245474,-0.024051265805430044,0.009765830729423719
-37,2023-08-16,1233.0946044921875,1235.5239571138654,1215.7417399259816,1221.1954973610748,1665083,56.67027096126412,54.02654533230199,1317.326115571489,991.8560194382766,325.47009613321245,64.47859403854302,79.71653415859788,83.34132323551484,0.006434137443593224,-0.012232405136913926,-0.018081988582293373
-38,2023-08-17,1230.5660400390625,1235.3752384686138,1215.7417836229856,1224.6164862596634,1855386,54.63917670836099,54.1490716075138,1318.4832088072055,1011.8726993959197,306.6105094112859,64.22416715487444,71.14930036510452,77.64102280402612,-0.0020505843135745216,-0.007358750095637578,-0.01978601909204747
-39,2023-08-18,1226.0047607421875,1246.4315381935232,1220.650138039958,1228.5828765487472,1292509,52.06133213088424,53.73152371218789,1318.4659351906314,1030.5666209617123,287.89931422891914,64.16815054979939,67.55277814255523,72.80620422208587,-0.003706651368934444,0.0006475086211603642,-0.017911708155011752
-40,2023-08-21,1223.4266357421875,1234.829947262882,1219.9560626706718,1227.0458508244392,1101408,49.24269940344925,52.83375885044016,1315.028245876815,1052.3339001192787,262.6943457575362,64.06540104224702,65.51995286448849,68.07401045738274,-0.0021028670381665338,-0.007840411201848863,-0.013117780472095553
-41,2023-08-22,1210.734130859375,1229.822281571122,1207.8089821549052,1223.426560009971,1379445,45.46069104340063,51.359145289032256,1306.1676310737805,1078.254854277782,227.91277679599852,63.0900194522931,55.512042166688104,62.86159105791061,-0.010374553334056347,-0.016116086853053435,-0.011816160555835231
-42,2023-08-23,1220.3031005859375,1249.3071756552354,1214.75020785839,1241.5232002300495,2562635,42.74284514356236,49.63588525993828,1293.4374871879584,1108.4271124214167,185.01037476654164,62.59397234075988,63.05707723877015,61.36302408998225,0.007903444267958637,-0.004650601970581536,-0.010373497588628044
-43,2023-08-24,1210.2384033203125,1229.2274200924714,1206.7678302669565,1224.814761726815,848018,39.3234989143109,47.573407990812804,1274.4052302166856,1142.5315739825332,131.87365623415235,61.59189314436164,46.3049573820355,54.95802559583125,-0.00824770277219844,-0.010779749301333741,-0.016518931985238905
-44,2023-08-25,1199.231689453125,1209.64340806158,1194.868659351263,1207.7097305507673,887533,35.318364449972705,45.122399282644786,1272.8899513054039,1147.8099510383463,125.08000026705759,59.894148265018075,33.94404605543304,47.76869355874623,-0.009094665841862581,-0.009500385851091475,-0.021837656872437328
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-46,2023-08-29,1219.41064453125,1235.1769864859682,1216.981291786736,1221.6417272311446,1209087,31.4426123535045,40.498126458051146,1270.9281982082243,1160.2677002292758,110.66049797894857,57.91549634501883,33.95066500954016,33.5597796881025,0.0006917100083174699,0.007578871390771624,0.00716632450570831
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-48,2023-08-31,1247.0264892578125,1255.4550240578014,1212.9156889172953,1229.723251527194,3103295,30.436033223541017,36.82509845006875,1267.2711797095992,1178.5110468529008,88.76013285669842,57.090072280564875,86.08839655454797,54.2562874283121,0.017352261636823574,0.02335425359581511,0.03039738768541067
-49,2023-09-01,1234.9290771484375,1258.2314962459818,1229.2274214118042,1254.265127037889,1167597,29.3722868643099,35.33453613291698,1259.1267525036974,1194.5435966173964,64.58315588630103,56.877700826159746,63.2238387049136,64.01401199343658,-0.009701006525190126,0.012726174473532526,0.029766881586986038
-50,2023-09-04,1228.43408203125,1244.8449828185985,1222.1871232419603,1239.7878863575604,1126182,27.68602116765169,33.80483313986392,1258.0495441538635,1198.506339635199,59.543204518664425,56.16384532645693,52.973358398958666,67.42853121947341,-0.005259407392192106,0.0021841575875873875,0.008096663493449174
-51,2023-09-05,1228.533203125,1255.355822634425,1224.7155970674903,1244.4483075878386,2179947,26.05726971287504,32.255320454466144,1258.0117053582499,1200.0613048956566,57.95040046259328,55.76718323987281,53.129792514929036,56.44232987293376,8.068898054847118e-05,-0.014829906415074645,0.007481121010926461
-52,2023-09-06,1246.18359375,1256.3474145862344,1232.1525388258174,1235.6727398257144,2721714,25.89224181710574,30.982704726994065,1256.017617712536,1201.0935517210576,54.92406599147853,55.42382400643394,80.98585371737674,62.36300154375482,0.014367044032756349,0.009113492272406543,0.016664608520724267
-53,2023-09-07,1238.7962646484375,1250.3978457272851,1234.532369492839,1248.4146611979793,849621,24.878575567963935,29.76187889518804,1252.7889428004235,1202.6613013402014,50.127641460222094,55.104990432526414,69.32708106198415,67.81424243142997,-0.00592796209050761,0.008435277699274879,-0.006599879537661946
-54,2023-09-08,1234.1357421875,1251.389472273924,1228.5828495621172,1238.9945686262029,787710,23.42909650901197,28.495322417952828,1250.44840832174,1203.578898807166,46.86950951457402,54.302776844995954,61.97178781859411,70.76157419931833,-0.0037621379672629907,0.004560348103127332,-0.0006424133787256148
-55,2023-09-11,1236.8626708984375,1242.2172936991126,1226.1039183068872,1234.135791985907,1162138,22.243999291514456,27.245057792665154,1250.0321856281014,1203.7125287273673,46.31965690073412,53.345873275327826,66.27545988344887,65.85810958800904,0.0022095857187509615,-0.007479574356707874,0.0068612463545871805
-56,2023-09-12,1229.376220703125,1249.3072023524817,1224.566901061367,1237.4576013676356,1132283,20.464801748931677,25.88900658391846,1250.25183613482,1203.9093577128363,46.34247842198374,52.70948557675184,54.46025311208589,60.90250027137629,-0.00605277398328663,-0.007604191434970042,0.0006861984486707939
-57,2023-09-13,1218.171142578125,1239.4903770636192,1213.0149110271332,1231.5576386504122,1627384,17.94377406031049,24.299960079196868,1249.643676226243,1203.0251714300068,46.618504796236266,51.13967999959929,36.77626250475574,52.50399183343017,-0.009114441890368918,-0.012935853864079694,-0.02247859088529669
-58,2023-09-14,1223.376953125,1233.788671875,1214.7005208333333,1219.658482142857,1713142,16.179400797348762,22.67584822282725,1249.2337834911634,1202.7161554736801,46.517628017483275,49.682003392243345,39.291837235034976,43.509450950625535,0.004273464019068252,-0.010903164992150383,-0.012447011638199723
-59,2023-09-15,1225.1123046875,1231.5080266990724,1217.972888439978,1224.4182384848739,1938487,14.75110904021517,21.09090038630483,1249.1921850619176,1202.6685082974575,46.523676764460106,48.32844654255568,26.914704799894057,34.32760151322825,0.001418492933079385,-0.003468357321232629,-0.007311543772329343
-60,2023-09-18,1230.119873046875,1247.026449092389,1226.649300005722,1230.5164131306785,1864030,13.863437372665203,19.645407783576907,1249.5656918655752,1202.9643252242684,46.60136664130687,47.75104284656053,37.96508358505812,34.723875206662385,0.00408743618051588,0.009808745299500155,-0.005451533149322563
-61,2023-09-20,1229.27685546875,1242.0684196147345,1225.608012586526,1232.7970563496751,1701959,12.94273096168422,18.304872419198368,1249.3970120096665,1204.987277541115,44.409734468551505,47.11644826074563,36.104766782114744,33.66151838902231,-0.0006853133557114255,0.004822636497016974,-8.082573316581243e-05
-62,2023-09-21,1196.2569580078125,1229.8223326792358,1193.877112312679,1221.6416963199504,1895731,9.439818381134728,16.53186161158564,1251.8583383618927,1200.121336931076,51.73700143081669,44.10855544995111,3.6980319749467805,25.922627447373216,-0.02686123741290669,-0.023553225748596085,-0.017989413641775753
-63,2023-09-22,1175.9293212890625,1198.9342140066942,1158.7252192609562,1197.2485555307571,2796199,4.966217066887793,14.218732702646072,1257.5760009394692,1190.9727661503746,66.60323478909459,42.290590157854055,17.623146017954227,19.141981591671918,-0.016992700926565685,-0.04405306583950097,-0.03878414720396439
-64,2023-09-25,1169.434326171875,1187.0847170974378,1167.1041085327083,1176.0284390142667,1267600,0.8865444373529954,11.552295049587457,1262.485623244097,1183.0834075176217,79.40221572647533,40.60247952947822,10.969950916629056,10.76370963651002,-0.005523286986387599,-0.048681083541636916,-0.04544724455267568
-65,2023-09-26,1153.8663330078125,1175.0368030995885,1151.7343854853768,1171.0704341439778,1056359,-3.5617745354823,8.529481132573506,1269.3560925484212,1169.7427966117352,99.61329593668597,39.63080634650896,2.0379369001735457,10.21034461158561,-0.013312413374271359,-0.035436053028770065,-0.061988706718631104
-66,2023-09-27,1170.57470703125,1179.003241558794,1160.262122929929,1177.0200569640776,2165043,-5.6734729592187705,5.688890314215051,1271.2976267088757,1162.9176687012805,108.37995800759518,38.47715432629385,18.90552921382674,10.637805676876447,0.014480337579382718,-0.0045535170871857655,-0.04775339922520183
-67,2023-09-28,1154.2630615234375,1175.0368717240897,1149.1563369860512,1170.5747063884282,1303811,-8.564496460385271,2.838212959294987,1274.0339254038026,1153.0319925649474,121.00193283885528,37.82740286943423,4.995175510372982,8.646213874791089,-0.013934732580358933,-0.012973165152506128,-0.03510441147553245
-68,2023-09-29,1176.17724609375,1189.1174531500296,1155.2050444682127,1160.0638710099659,1878381,-8.983802184061915,0.47380993062360677,1270.528892313609,1149.4521013387348,121.07679097487426,36.34369235156445,26.980205322075953,16.960303348758558,0.01898543347769377,0.0193357865185122,0.00021083308341673934
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diff --git a/stock_data_with_indicators/COALINDIA.csv b/stock_data_with_indicators/COALINDIA.csv
deleted file mode 100644
index e51443cbd9e242edae0dd56828f3d9afc962cbc6..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/COALINDIA.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/COLPAL.csv b/stock_data_with_indicators/COLPAL.csv
deleted file mode 100644
index 72ca8efd80e1cf4fe3d8d66a5cc96043881fc304..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/COLPAL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/DABUR.csv b/stock_data_with_indicators/DABUR.csv
deleted file mode 100644
index 26c412addad8f800492282447871d2c1e2115880..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/DABUR.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/DIVISLAB.csv b/stock_data_with_indicators/DIVISLAB.csv
deleted file mode 100644
index b855e2aea049c87cd2db6a368b96004a62382f5d..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/DIVISLAB.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/DLF.csv b/stock_data_with_indicators/DLF.csv
deleted file mode 100644
index 228360f42070c9301816752450355873c5c81841..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/DLF.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/DRREDDY.csv b/stock_data_with_indicators/DRREDDY.csv
deleted file mode 100644
index 88a575a37771f7e15abd51fa7da71f483ea05c14..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/DRREDDY.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/EICHERMOT.csv b/stock_data_with_indicators/EICHERMOT.csv
deleted file mode 100644
index 649bce13357d3428381d50e6a11f3f6f52729979..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/EICHERMOT.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/GAIL.csv b/stock_data_with_indicators/GAIL.csv
deleted file mode 100644
index ba907337e8ea8b6e8870e6bad0d50ded0b1f60bb..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/GAIL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/GODREJCP.csv b/stock_data_with_indicators/GODREJCP.csv
deleted file mode 100644
index 6c04b9c78145cff2ab7fa6e16972b5e53d9b6303..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/GODREJCP.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/GRASIM.csv b/stock_data_with_indicators/GRASIM.csv
deleted file mode 100644
index 2304205580fff6ebb0b69cd8d14f01718ffbaf47..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/GRASIM.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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-131,2024-01-03,2056.092041015625,2103.520379731888,2050.039372395422,2073.7536633565715,975031,26.722450959446633,32.36451797130205,2131.7364834569617,2024.0359530664755,107.70053039048616,27.035906016656902,26.623914470080354,46.69286985154539,-0.013918881150322804,-0.02932354130031356,-0.024755177072574686
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-134,2024-01-08,2051.626953125,2067.502469808587,2041.90308971359,2063.3351345188444,559523,16.506742197153017,25.935995536421558,2131.0641848754044,2025.4871456910016,105.57703918440279,23.41405514491049,23.41187233924196,26.814177049139264,-0.0056744303709399535,-0.0021716381375705973,-0.028016740830804854
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-137,2024-01-11,2075.723388671875,2088.275252192301,2043.1486154096715,2062.026024721664,887806,11.715325530538394,19.239804049017682,2131.79433916183,2023.1754240217633,108.61891514006675,21.09873940154308,40.74608122281235,30.48068330343435,0.007323988850693963,0.01174503752262157,0.010523289369717581
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diff --git a/stock_data_with_indicators/HAVELLS.csv b/stock_data_with_indicators/HAVELLS.csv
deleted file mode 100644
index 953a92e0625a3862b6368462f17984a2233ac2bf..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/HAVELLS.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/HCLTECH.csv b/stock_data_with_indicators/HCLTECH.csv
deleted file mode 100644
index 26737f871697174ad20c1ac8b3684ecab3fcc342..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/HCLTECH.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/HDFCBANK.csv b/stock_data_with_indicators/HDFCBANK.csv
deleted file mode 100644
index 91cdfbb7d7ddb3d928a2d227f3882aa87936ee81..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/HDFCBANK.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/HEROMOTOCO.csv b/stock_data_with_indicators/HEROMOTOCO.csv
deleted file mode 100644
index 917047460251052ce9d668b98b494cd9e3a0794f..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/HEROMOTOCO.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/HINDALCO.csv b/stock_data_with_indicators/HINDALCO.csv
deleted file mode 100644
index cef4241be2502ed77ee7288585b155c6bdfa0314..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/HINDALCO.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/HINDPETRO.csv b/stock_data_with_indicators/HINDPETRO.csv
deleted file mode 100644
index dc816aaf83a6538f07d77fed0e717652e571b905..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/HINDPETRO.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/HINDUNILVR.csv b/stock_data_with_indicators/HINDUNILVR.csv
deleted file mode 100644
index 1f5b0aa3218435b1a17fb018254842b35260fa4e..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/HINDUNILVR.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/ICICIBANK.csv b/stock_data_with_indicators/ICICIBANK.csv
deleted file mode 100644
index 041230efeeed1a078fb3b10c18689078c81a7bc1..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/ICICIBANK.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/IDFCFIRSTB.csv b/stock_data_with_indicators/IDFCFIRSTB.csv
deleted file mode 100644
index 3d69d912b1523406ceba10e410d86ccebf3053c6..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/IDFCFIRSTB.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/IGL.csv b/stock_data_with_indicators/IGL.csv
deleted file mode 100644
index 839d0c521b81e443e47e55ccc267a398b87343f4..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/IGL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/INDIGO.csv b/stock_data_with_indicators/INDIGO.csv
deleted file mode 100644
index 09852ab0bfff00052a8ba98deab39025f7655342..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/INDIGO.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/INDUSINDBK.csv b/stock_data_with_indicators/INDUSINDBK.csv
deleted file mode 100644
index 217375448450e5c15c3fe7f91ccc7c70b0cab5ae..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/INDUSINDBK.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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-53,2023-09-07,1423.7933349609375,1427.353783232822,1382.6501222780614,1393.1832106602988,2278316,7.773642499064408,5.186710775923826,1424.3775745601529,1350.798011377347,73.57956318280594,17.68315363090991,95.49721525783842,81.59642938285599,0.021971343622866568,0.012519294458899655,0.04458874761280929
-54,2023-09-08,1432.9417724609375,1443.9198716143394,1418.3537257342562,1429.1340691562434,2862657,10.131836256066663,6.175735871952394,1428.7178582513682,1348.302258936132,80.41559931523625,17.981257840351123,88.52122284498228,82.82747528710861,0.006425397054026005,0.017629453526038175,0.022801850977475446
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diff --git a/stock_data_with_indicators/INDUSTOWER.csv b/stock_data_with_indicators/INDUSTOWER.csv
deleted file mode 100644
index 897f8dce4f2f0833c85993bb947d6830c7ec5d52..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/INDUSTOWER.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/INFY.csv b/stock_data_with_indicators/INFY.csv
deleted file mode 100644
index 5de621559a8959423606527ea576c135a20a6432..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/INFY.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/IOC.csv b/stock_data_with_indicators/IOC.csv
deleted file mode 100644
index 512e2a8bd1aeacccdd0b858939f3cab86aa24986..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/IOC.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/ITC.csv b/stock_data_with_indicators/ITC.csv
deleted file mode 100644
index e87d8e342908a702acc74d1cd2391c5aef9e8d3c..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/ITC.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/JSWSTEEL.csv b/stock_data_with_indicators/JSWSTEEL.csv
deleted file mode 100644
index 602f130e7173bc6de23e00acd5d1d8f741853687..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/JSWSTEEL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/JUBLFOOD.csv b/stock_data_with_indicators/JUBLFOOD.csv
deleted file mode 100644
index 1e9b4de1180dfae975c377b90fdb3f7e25c020ed..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/JUBLFOOD.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/KOTAKBANK.csv b/stock_data_with_indicators/KOTAKBANK.csv
deleted file mode 100644
index b186c534bdcc9b14182fe99ce7565959a75427b2..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/KOTAKBANK.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/LT.csv b/stock_data_with_indicators/LT.csv
deleted file mode 100644
index a737729d7d0614dccb3dc82064bee8d38beb2ffe..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/LT.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/LUPIN.csv b/stock_data_with_indicators/LUPIN.csv
deleted file mode 100644
index b12dae3383bbbfa1be30c4c3029884d44c3b4bc8..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/LUPIN.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/M&M.csv b/stock_data_with_indicators/M&M.csv
deleted file mode 100644
index a8ec2c07994c30449cd773deab461c1f589acd75..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/M&M.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/MARICO.csv b/stock_data_with_indicators/MARICO.csv
deleted file mode 100644
index aa7617238cd56f25268c9d54e45d3faddd219b42..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/MARICO.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/MARUTI.csv b/stock_data_with_indicators/MARUTI.csv
deleted file mode 100644
index abfc4e3091b917b77127b54599a273dc174a1657..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/MARUTI.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/MUTHOOTFIN.csv b/stock_data_with_indicators/MUTHOOTFIN.csv
deleted file mode 100644
index 0cb24540d4632851fd054104d1e60d3a980f258f..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/MUTHOOTFIN.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/NAUKRI.csv b/stock_data_with_indicators/NAUKRI.csv
deleted file mode 100644
index 6a46089ad7804c124df96d0c9af78a476281eb5e..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/NAUKRI.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/NESTLEIND.csv b/stock_data_with_indicators/NESTLEIND.csv
deleted file mode 100644
index a76fbeb17c3658ff2a420e17fb33ea9bf080c475..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/NESTLEIND.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/NMDC.csv b/stock_data_with_indicators/NMDC.csv
deleted file mode 100644
index 18f8ae1142d3e7421f5939361d70ff4c38045331..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/NMDC.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/NTPC.csv b/stock_data_with_indicators/NTPC.csv
deleted file mode 100644
index 29f149ca97156732940dd0ae8d40fbcb2ff1e5f6..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/NTPC.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/ONGC.csv b/stock_data_with_indicators/ONGC.csv
deleted file mode 100644
index d815e4d49fecc865c65d9f686def69202ff548c6..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/ONGC.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/PEL.csv b/stock_data_with_indicators/PEL.csv
deleted file mode 100644
index ed8dde62d62ecce59edf21280fe263a3c795dce7..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/PEL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/PETRONET.csv b/stock_data_with_indicators/PETRONET.csv
deleted file mode 100644
index f4043cdb158163542f43c057747c5e9038c9959d..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/PETRONET.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/PIDILITIND.csv b/stock_data_with_indicators/PIDILITIND.csv
deleted file mode 100644
index 8896c38c62873726e4b9c2f435b22c8f876dc40f..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/PIDILITIND.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/PIIND.csv b/stock_data_with_indicators/PIIND.csv
deleted file mode 100644
index 6aedcf5dd0a9f309504bc169d85d9b20a76672c0..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/PIIND.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/PNB.csv b/stock_data_with_indicators/PNB.csv
deleted file mode 100644
index 6547306c422f4e07d5768432cff9805a38bc8070..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/PNB.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/POWERGRID.csv b/stock_data_with_indicators/POWERGRID.csv
deleted file mode 100644
index 0cfdbbc13ae04bb9fb3d43d3c874a34c36c01215..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/POWERGRID.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/RECLTD.csv b/stock_data_with_indicators/RECLTD.csv
deleted file mode 100644
index f6671c7462542cf4dca1a74ba6dfb8bd4e0f085d..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/RECLTD.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/RELIANCE.csv b/stock_data_with_indicators/RELIANCE.csv
deleted file mode 100644
index 76938fbcf469d37af809a8108a7f3fc5d271e1ad..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/RELIANCE.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/SAIL.csv b/stock_data_with_indicators/SAIL.csv
deleted file mode 100644
index 7408f61244bdc8c9e1ffec7acd29963e354b768c..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/SAIL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/SBILIFE.csv b/stock_data_with_indicators/SBILIFE.csv
deleted file mode 100644
index d972a9866bee41f95418f1894b75bb8af0e02eee..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/SBILIFE.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/SBIN.csv b/stock_data_with_indicators/SBIN.csv
deleted file mode 100644
index 99562b46e9196523e5878fdf3e798b790d603a64..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/SBIN.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/SHREECEM.csv b/stock_data_with_indicators/SHREECEM.csv
deleted file mode 100644
index 75dac7ec2476f0927473a4f548d8419fb343a2b0..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/SHREECEM.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/SIEMENS.csv b/stock_data_with_indicators/SIEMENS.csv
deleted file mode 100644
index 20f9bc232c7d32406cd82999e883964789c99a92..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/SIEMENS.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/SRF.csv b/stock_data_with_indicators/SRF.csv
deleted file mode 100644
index 1728cada7bcbd43d7bc778c4c60cf5dc457ea95f..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/SRF.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/SUNPHARMA.csv b/stock_data_with_indicators/SUNPHARMA.csv
deleted file mode 100644
index 6dcaad774a02fa8659c3220c1f0dad57954d1688..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/SUNPHARMA.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/TATACHEM.csv b/stock_data_with_indicators/TATACHEM.csv
deleted file mode 100644
index c0092829edc111431690de558f69e43428358998..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TATACHEM.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/TATACONSUM.csv b/stock_data_with_indicators/TATACONSUM.csv
deleted file mode 100644
index a5d57037732ab093dfc55fef7e770b9203166d2a..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TATACONSUM.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/TATAMOTORS.csv b/stock_data_with_indicators/TATAMOTORS.csv
deleted file mode 100644
index 4ca864772fd41171d27d01d7ed8c43c23501b3c2..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TATAMOTORS.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/TATAPOWER.csv b/stock_data_with_indicators/TATAPOWER.csv
deleted file mode 100644
index 601726fe28bde09ed1b59c9c0fe410bcee9a2172..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TATAPOWER.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/TATASTEEL.csv b/stock_data_with_indicators/TATASTEEL.csv
deleted file mode 100644
index 608f184a77284c3a4aaa8b7715b486fc6000f49b..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TATASTEEL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
-35,2023-08-11,115.23670959472656,116.29041035533584,114.13511035524704,115.23670959472656,26337436,1.4681859420986143,1.7876383196766232,117.79347495104503,110.16063652966787,7.6328384213771585,38.01921790745604,60.71428290939226,59.353715405477494,0.0025000267146508826,0.018197209964270877,0.010924374697311112
-36,2023-08-14,113.1772003173828,115.33250033791082,112.41086849788232,115.23671068754373,33095516,1.2645193562866837,1.6830145269986354,117.79247976998117,110.19994805594656,7.592531714034607,35.3993013362777,17.24136216891759,45.20289047392949,-0.01787198961673586,-0.017054880978017994,-0.005889728425673368
-37,2023-08-16,111.06979370117188,112.98561598016256,110.54294695941864,112.98561598016255,31252473,0.92242883270454,1.5308973881398165,117.84568307273379,110.08448050148495,7.761202571248845,33.898680507942856,6.285662744476332,28.080435940928727,-0.018620416570661935,-0.033749995602867955,-0.018620416570661935
-38,2023-08-17,111.16558837890624,111.88402171877438,109.87240252051816,111.02190024927626,28461865,0.6515389229058144,1.3550256950930162,117.89310142412053,109.97479866132868,7.918302762791853,32.80273276448718,14.285769729052715,12.604264880815544,0.0008624728158952433,-0.035328336171155605,-0.03452575082412601
-39,2023-08-18,110.92611694335938,111.50086218647,109.92030728670407,111.40507253066528,30381609,0.41277515914062235,1.1665755879025375,117.97098553317427,109.78675525051715,8.184230282657126,31.78506700270691,11.640338863320554,10.737257112283201,-0.002154186732054364,-0.019889901567724855,-0.03499990940248843
-40,2023-08-21,111.97981262207033,112.17139192486604,110.97400301168796,111.83612449083256,22629651,0.3050610375791365,0.9942726778378572,117.95646030882887,109.8300181152434,8.126442193585461,30.38783018700156,23.280470661023347,16.402193084465537,0.009499076572282661,0.008193216990632246,-0.028262668936924196
-41,2023-08-22,112.60245513916016,112.79403443994924,111.59664553931285,112.21928922930013,17343131,0.2668626412793884,0.8487906705261635,117.8236666246158,110.15918325941742,7.664483365198379,28.68398821493568,34.75614245286728,23.225650659070393,0.00556031040336924,0.012925463546834104,-0.005078277043528923
-42,2023-08-23,113.94352722167967,114.2309034870984,112.69824712418996,112.88982642894776,43744909,0.3408740622566029,0.7472073488722515,117.80775309394902,110.14635914970331,7.661393944245702,27.019926243495775,63.43284093664813,40.48981801684625,0.01190979433674122,0.027201982377703215,0.025873222815551822
-43,2023-08-24,113.27298736572266,115.0451214357922,113.08140806938928,114.47037623851041,27103446,0.34148525471502467,0.6660629300408062,117.71348228448112,110.07778511053841,7.635697173942702,25.90671480283053,52.985052881305776,50.391345423607056,-0.005884843766969516,0.011548284582478807,0.01895729620602893
-44,2023-08-25,111.97981262207033,113.1772015352484,111.78822601099266,113.03351340401063,23692527,0.2349133005410664,0.5798330041408583,117.64057725706066,109.87289549074207,7.767681766318589,24.088532199582627,32.835891693984365,49.75126183731276,-0.011416444235527012,-0.005529564309413426,0.009499076572282661
-45,2023-08-28,112.65035247802734,113.27299620210552,112.0756072359099,112.0756072359099,19218821,0.20223003947781137,0.5043124112082489,117.43688921962658,109.78921017612538,7.647679043501199,22.455690116701664,43.28367974932672,43.03487477487229,0.005988042310983932,-0.011349260244826631,0.005988042310983932
-46,2023-08-29,114.51828002929688,115.0930252532414,112.7940370491813,113.51247040618244,36038317,0.3233273457035608,0.4681153981073113,116.73846756652651,110.14278395935239,6.595683607174124,21.910585715419934,72.38815576968977,49.50257573766695,0.016581639650296465,0.01099373021348482,0.017014059664765213
-47,2023-08-30,116.96094512939452,117.53569033403328,115.18881103664104,115.428288814264,51467177,0.609375985680785,0.4963675156220061,116.41429990497937,110.36158129008899,6.052718614890381,22.41395604695567,92.50001802587751,69.390617848298,0.021329914311258857,0.044482415095079775,0.026481696514839337
-48,2023-08-31,117.72727966308594,118.397814532621,117.0088463136061,117.67938118314117,60626985,0.8876758118755674,0.5746291748727184,117.14362793755772,110.01062850165125,7.13299943590647,23.18243065875183,92.1348684546488,85.67434741673868,0.006552054900408111,0.045068009760989014,0.039323517468306646
-49,2023-09-01,121.7026138305664,123.28316137234664,118.20623669152728,118.3020263443197,76460408,1.4127216969055354,0.7422476792792818,119.01908689058807,108.98292116605255,10.036165724535522,25.164851264114585,88.21433179700539,90.9497394258439,0.03376731526335397,0.06273525763250709,0.08682637504770918
-50,2023-09-04,126.2047882080078,127.30638013321702,123.42685184739813,123.76211196454013,68525900,2.1671308540678638,1.0272243142369983,121.92439703830529,107.29894738308143,14.62544965522386,27.674238305316802,93.68135058056502,91.34351694407307,0.036993243084403105,0.07903358739437993,0.12032306541272719
-51,2023-09-05,126.15689086914062,126.87532420508852,123.42685296247674,126.20478934818321,36466807,2.7296746412903303,1.3677143796476647,124.08729291490519,106.36696733900106,17.720325575904127,30.004383415004575,93.40661500425979,91.76743246061007,-0.00037952077371450343,0.07160287089091577,0.101631030756542
-52,2023-09-06,124.14529418945312,126.82743378755886,122.8042097738357,126.82743378755886,36058850,2.9788374216030604,1.6899389880387439,125.38624662569603,106.16482301541726,19.221423610278777,31.789017366483176,81.81828655803717,89.635417380954,-0.015945198600162747,0.02007089479842561,0.06142519669373847
-53,2023-09-07,124.67212677001952,125.294777769699,123.1873762231184,124.04949038690381,30268235,3.1821300915616035,1.9883772087433158,126.60616044034698,105.89803038606904,20.708130054277945,33.44617746428473,83.87097393357962,86.36529183195886,0.004243677410457503,-0.012144241591390159,0.05899097581128587
-54,2023-09-08,124.04949188232422,126.1089949742855,123.7621156187435,125.86951719072889,34313523,3.2554725047151294,2.2417962679376786,127.57903850955547,105.83516818600116,21.74387032355432,35.13868128947612,79.26834325923899,81.65253458361859,-0.004994178761736023,-0.016704588804446363,0.019283711153690763
-55,2023-09-11,125.63003540039062,126.30058486621412,123.76211167153647,124.04948792595177,33377857,3.4019183511658895,2.473820684583321,128.74241524194167,105.71112403418137,23.031291207760304,36.746937356394135,89.19752491421893,84.11228070234586,0.0127412333100545,0.01195970592869755,-0.004554128379581579
-56,2023-09-12,123.5705337524414,127.54585903041,123.23525901578996,127.21059891032218,38065283,3.31359609540155,2.641775766746967,129.42114170937054,106.07173091025838,23.349410799112164,38.47415951033013,74.77206587391646,81.0793113491248,-0.016393385876120048,-0.008835920635333339,-0.020501116497726457
-57,2023-09-13,124.0973892211914,125.00740186702558,122.32524779254292,124.14528770077506,23371459,3.2486643244847357,2.763153478294521,129.9629781247965,106.83265404683436,23.130324077962143,39.41874477129628,78.11555958328755,80.69505012380765,0.004263601141397455,0.0003861147525909825,-0.0003858782451199305
-58,2023-09-14,126.15689086914062,128.55166865563365,125.29477671262858,125.48635601223529,58800620,3.325060768480512,2.8755349363317193,130.68363737348866,107.61112504716566,23.072512326323007,40.96487599473193,85.46510767660651,79.45091104460352,0.016595849927820483,0.004193706282664689,0.011909350851614375
-59,2023-09-15,126.39637756347656,127.68956350602636,124.38477285086698,127.0190286018232,85058495,3.3661274535697316,2.973653439779322,131.22061410607606,108.62117437658993,22.59943972948612,41.815114317783255,86.32223962340541,83.30096896109983,0.0018983243220884738,0.022868265801104348,0.01891894634585567
-60,2023-09-18,124.95950317382812,129.31800171034126,124.57634457094152,129.31800171034126,62420823,3.2453193215899745,3.0279866161414524,131.4540096892857,109.6857478485561,21.768261840729593,42.90529142246085,69.15252517169327,80.31329082390174,-0.011368002923397347,0.006947075664098579,-0.00533735602657015
-61,2023-09-20,122.9000015258789,126.25269049788967,122.61262526210804,124.9595046192028,43627379,2.949394650013417,3.0122682229158455,131.37036923619604,110.79914294031765,20.57122629587839,42.751526388577176,47.85994670142319,67.77823716550729,-0.01648135272340434,-0.025816182697780743,-0.00542631164728824
-62,2023-09-21,122.4210433959961,123.81001158915748,121.8462908804848,122.89999895340097,29826091,2.645726014912782,2.938959781315233,131.26736428560795,111.74989950833735,19.517464777270604,42.187994040979596,37.93102803499242,51.64783330270296,-0.003897136891263253,-0.03145132988865951,-0.013508308560846394
-63,2023-09-22,121.4152374267578,123.28316123308744,120.21784849749984,121.79840334577678,34059194,2.2974230352803175,2.8106524321082498,130.91610393777773,112.91538486227108,18.00071907550665,40.82278201645484,13.157898567776785,32.98295776806413,-0.008215956516436584,-0.028363314970450748,-0.03758537016659058
-64,2023-09-25,122.03787994384766,122.90000142617886,120.7925925462268,121.94209029209573,23466981,2.04802411487708,2.658126768662016,130.18094510551705,114.65635042670951,15.524594678807546,39.55508513653899,20.00000883259336,23.696311811787524,0.005128207383899852,-0.007014821573047003,-0.03448277319055337
-65,2023-09-26,123.47473907470705,125.055301212529,122.9957835086817,123.57053603453767,48936598,1.9439080353718339,2.51528302200398,129.30184894208497,116.61788524980953,12.68396369227544,39.0278959572682,35.78940377192039,22.98243705743018,0.011773878172256946,0.00860714505840754,-0.011881962247046185
-66,2023-09-27,122.75630950927734,123.3310620528484,121.36734124830572,123.33106205284841,33277329,1.7828721896810578,2.3688008555393956,128.40150923294877,118.3420279069438,10.05948132600497,37.70945657131709,27.894706302256793,27.89470630225685,-0.005818433558260283,0.011045335914518395,-0.0011691783142191436
-67,2023-09-28,121.463134765625,123.85791260163272,120.98417919842346,122.94789994726258,29982233,1.5332276337096857,2.201686211173454,127.79264248562073,119.4011136178949,8.391528867725839,36.65359748801977,13.68423408924485,25.78944805447401,-0.01053448697522641,-0.004709563772224756,-0.00782470565352511
-68,2023-09-29,123.47473907470705,124.09739008047832,122.18156781637695,122.80420420558434,28406435,1.4806343494570626,2.0574758388301757,127.10708406558979,120.66141797908796,6.445666086501831,35.75200091776167,35.78940377192039,25.78944805447401,0.01656143909807395,0.0,0.016962464445136938
-69,2023-10-03,122.61262512207033,123.66633321583868,121.89419177174568,123.57053625583649,18613557,1.3537828359495876,1.9167372382540582,127.05222975944068,120.80727341438745,6.244956345053225,34.753811497133086,26.315783575942024,25.263140479035755,-0.006982107912089641,-0.001170484741528921,0.004709563772224756
-70,2023-10-04,120.0262680053711,121.75050366148496,119.25993617491028,121.65471400974783,33272725,1.032650936160607,1.739919977835368,126.9943115049836,120.24733964858085,6.746971856402752,32.503870769474325,7.61907772186709,23.24142168990984,-0.021093725985593337,-0.011829653194991852,-0.02792855522658355
-71,2023-10-05,119.9783706665039,120.84049215690166,119.30783578968456,120.60101437114018,27063441,0.7654628972007913,1.5450285617084527,126.82840867513993,119.79539045816087,7.033018216979059,30.414640093791196,7.142869461954066,13.692576919921061,-0.0003990571369347773,-0.028316467274230872,-0.022629703140134683
-72,2023-10-06,120.60101318359376,121.6547139689122,119.83468135339018,121.17575840210544,21928671,0.5970738036844523,1.3554376101036527,126.81858137651821,119.45078965619663,7.367791720321577,28.83194391197848,13.333349280329777,9.365098821383645,0.005189623043144742,-0.016406238235857407,-0.007097804479480829
-73,2023-10-09,118.63729095458984,119.6431005556342,117.4399020525284,119.54731090512566,21457836,0.30169056053959764,1.1446882001908418,126.92921797451858,118.73666947665329,8.192548497865289,27.27092454368866,10.080643676649578,10.18562080631114,-0.01628280042734387,-0.011572275584866953,-0.03917763387368134
-74,2023-10-10,120.0262680053711,120.60101322407571,118.54150282445902,119.45151547838451,28745957,0.17762846172161062,0.9512762524969957,126.86227745018267,118.40128761329389,8.460989836888785,25.384664793709852,29.347872910804572,17.58728862259464,0.01170776102189408,0.00039921644710716464,-0.021093725985593337
-75,2023-10-11,119.69099426269533,120.98418015094649,119.45151647720913,120.69680388505022,24455932,0.05165907193027408,0.7713528163836514,126.51527402003184,118.1543869296752,8.360887090356641,23.68293140626301,29.559740243041333,22.996085610165164,-0.0027933363941696765,-0.0075456988036500805,-0.0027933363941696765
-76,2023-10-12,120.60101318359376,121.55892431720724,119.83468135339018,120.07415913679355,19361688,0.02497050014913782,0.6220763531367487,126.39156070439431,117.98114818842795,8.410412515966357,22.36548509401461,41.50946082601817,33.47235799328803,0.007603069274377816,0.01655231852652106,0.005189623043144742
-77,2023-10-13,119.78679656982422,120.45733147580002,118.78098690257816,119.73889808727637,26912800,-0.06117566630658189,0.48542594924808263,126.20392207242953,117.737727555256,8.466194517173534,20.910216899087974,30.817747933985327,33.96231633434828,-0.006751324821210658,-0.0019951585559268015,-0.006751324821210658
-78,2023-10-16,121.65471649169922,121.89419428006872,119.69099570375658,119.8346838384347,23868700,0.021035914042158765,0.39254794220689787,125.51821814928535,117.97321404065606,7.545004108629286,19.942036398404827,55.34594248596796,42.55771708199049,0.015593704609891512,0.016406599686973555,0.02543403943928846
-79,2023-10-17,122.03787994384766,123.13947920969964,121.654714028558,122.51683551088922,24241710,0.11577271632103248,0.3371928970297248,124.64759060798788,118.40799181999064,6.239598787997238,19.56445861716488,69.06475643689802,51.74281561895044,0.0031495980032518744,0.011914217984773545,0.016759764107524777
-80,2023-10-18,121.75050354003906,123.28315989114988,121.27154797354932,122.4689368897737,20926079,0.16575274610670476,0.30290486684512086,124.06637110121052,118.6683113633891,5.398059737821427,19.00545118986298,64.74816731796743,63.05295541361114,-0.0023548131444173226,0.016393350740206092,0.017206885864976318
-81,2023-10-19,120.6968002319336,121.17575578840952,119.11624543390668,120.21784467545767,30941319,0.11896586456731484,0.2661170663895597,123.87564193786193,118.63872039734315,5.236921540518779,17.875440614830616,48.920826680151194,60.911250145005546,-0.008654611500304332,-0.007874057721641958,0.0007942474595468152
-82,2023-10-20,117.91885375976562,120.4573196108352,117.53568786197144,119.73888629307672,30746140,-0.14064882803184275,0.18476388750527922,123.96662627026005,118.09751710132197,5.869109168938081,17.485961507791455,7.692234840071605,40.453742946063414,-0.023015908183396827,-0.033752029992468624,-0.015593895684235637
-83,2023-10-23,114.94933319091795,118.206232426317,114.66195693462797,118.15833394750807,30699479,-0.5793326487736579,0.031944580249491816,124.6539139564893,116.76363899150874,7.890274964980563,18.109010943608073,3.3333660944913635,19.982142538238058,-0.02518274622052752,-0.05586153774620295,-0.055118153197445396
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diff --git a/stock_data_with_indicators/TCS.csv b/stock_data_with_indicators/TCS.csv
deleted file mode 100644
index 25f548b15f68f431b4256d018bcb0d091b2bb9da..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TCS.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/TECHM.csv b/stock_data_with_indicators/TECHM.csv
deleted file mode 100644
index a969d4ef4f814b063ff4a244c7e81e6bf37ec49e..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TECHM.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/TITAN.csv b/stock_data_with_indicators/TITAN.csv
deleted file mode 100644
index a5295a59448c2b896f122b97723c98d6b9b593ac..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TITAN.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/TORNTPHARM.csv b/stock_data_with_indicators/TORNTPHARM.csv
deleted file mode 100644
index e166270dbadfd60b66afd8666d8484fc900f3b81..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TORNTPHARM.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/TRENT.csv b/stock_data_with_indicators/TRENT.csv
deleted file mode 100644
index b2e2b0775a062532a1634c69e69cf579bdbdccef..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TRENT.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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-50,2023-09-04,2028.2501220703125,2071.283266548402,2016.867774609676,2070.7840418517167,744599,75.98520676000248,76.05322265397905,2180.6983142013733,1736.228614509564,444.4696996918092,43.111479658788696,60.518099690376346,75.55113442068806,-0.015365184393116627,-0.015102657287609289,0.012788296697016976
-51,2023-09-05,2060.499755859375,2076.7745280770005,2024.855164875076,2031.7943387044645,536090,74.3416872977541,75.71091558273406,2165.1666052057526,1789.092318134091,376.0742870716615,43.533879532276785,69.7666639310846,70.18855333047316,0.015900225242508004,0.0073706844846446185,0.007026617312483996
-52,2023-09-06,2064.294189453125,2083.913623180585,2048.468668537013,2068.986853005635,331114,72.50952074309794,75.07063661480683,2141.3157838437082,1848.2682859805102,293.04749786319803,44.01653053938063,72.09958669351708,67.46145010499266,0.0018415113047016707,0.0021327776456931957,0.002399970124853157
-53,2023-09-07,2084.5126953125,2089.754554563076,2052.512343897047,2069.785566941833,303430,71.86061555380934,74.42863240260733,2125.4808890198015,1894.0416817809796,231.43920723882184,44.54073533345924,84.53048352602552,75.46557805020906,0.009794391692170334,0.027739464985096607,0.019110521475449893
-54,2023-09-08,2083.314453125,2128.2446720015027,2064.0943039389404,2096.743547570125,548262,70.43770338708646,73.63044659950316,2125.8821760978512,1912.720753589649,213.16142250820235,45.48584273322716,68.10773130861064,74.91260050938442,-0.0005748308418531689,0.011072409594200527,0.011366359643082413
-55,2023-09-11,2082.515625,2103.08377806037,2074.5280306094933,2090.7028604978627,623499,68.45645311102635,72.5956479018078,2118.9366976419424,1939.630209096339,179.30648854560332,46.36344246158308,67.54070889390208,73.39297457617941,-0.000383440974933813,0.008826956758378524,0.026754837748658167
-56,2023-09-12,2054.209716796875,2108.6751808162057,2029.9974405070031,2090.7030914522365,722560,63.8660398117438,70.849726283795,2112.4143892010125,1958.9126982013313,153.50169099968116,45.483657701891055,47.44867167393711,61.032370625483274,-0.013592170864564324,-0.014537200269285067,-0.0030526764415347296
-57,2023-09-13,2062.197265625,2069.785578468153,2009.229598793301,2058.303410521996,355761,60.17892742039885,68.71556651111577,2108.6531149562866,1973.542075473401,135.11103948288564,43.99433720809413,53.118375934945675,56.03591883426162,0.0038883804135538824,-0.010136341860598086,-0.0010158066804811794
-58,2023-09-14,2055.30810546875,2085.710841176636,2044.824386689337,2047.8197349120264,287994,56.054801774596854,66.183413563812,2105.0435135288285,1985.508695943828,119.53481758500061,42.906474013331206,48.22832749416139,49.598458367681395,-0.0033406892110110498,-0.013064737284384176,-0.014010271997586421
-59,2023-09-15,2067.039794921875,2082.266147716252,2047.869615893824,2069.7855306716806,359579,53.12070931019116,63.57087271308784,2099.77342214641,2000.388858127027,99.3845640193831,41.89631533247992,53.04480081726958,51.463834748792216,0.005707995517513664,0.006245748922367067,-0.007811906732904772
-60,2023-09-18,2052.1630859375,2069.785620464123,2044.4749523758985,2069.785620464123,323336,49.029808693339874,60.66265990913825,2096.12335921484,2009.570354164066,86.55300505077412,40.83534490894756,36.073991291079864,45.78237320083695,-0.007197108164498256,-0.004865771017526277,-0.0145749394137199
-61,2023-09-20,2058.4033203125,2084.9619273181142,2019.313881189086,2048.818108848155,451829,45.763739343175985,57.6828757959458,2095.8752892072007,2013.1881995623305,82.68708964487018,38.975134587284074,41.31722158686223,43.47867123173722,0.0030408082173203344,0.0015059614835917223,0.002041468055250073
-62,2023-09-21,2055.008544921875,2108.725172403117,2031.9443877249223,2059.801150884295,298279,42.4125207118218,54.628804779121005,2096.120682253297,2013.6666956763909,82.45398657690635,37.791393929821766,38.4648304576426,38.61868111186156,-0.0016492275139303736,-0.0058205217091404915,-0.0034859520100014585
-63,2023-09-22,2062.696533203125,2076.32551387111,2046.521701555969,2066.2410773517395,394776,39.91687531411617,51.686418886120045,2095.8189378580037,2013.6539381185582,82.16499973944542,36.69220617646391,44.924506592782926,41.56885287909592,0.0037410979629490804,0.005132850959948421,0.003594802995578128
-64,2023-09-25,2153.705322265625,2170.129766106937,2037.935041462703,2076.7747474131256,1841241,44.766664795952465,50.302468068086526,2117.1771449488115,2006.5785557347829,110.5985892140286,37.280148060322446,89.79215241628894,57.72716315557148,0.04412126922091342,0.0462989935027196,0.04192736277098419
-65,2023-09-26,2147.614501953125,2181.61174982756,2138.129233475614,2153.655169051737,1021206,47.57031858390451,49.756038171250125,2129.261102143487,2008.9920716846382,120.26903045884865,37.97105387151033,80.27797676821059,71.66487859242748,-0.0028280657755410665,0.045063538669991576,0.046512587946692996
-66,2023-09-27,2110.572509765625,2146.8660017446205,2087.6081719545227,2139.677214312691,582180,46.26988478362318,49.058807493724736,2134.093211912808,2010.6049692395359,123.488242673272,37.0523101541331,58.78967768083098,76.28660228844349,-0.017247970785172373,0.02321038300682754,0.02534449344223022
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-68,2023-09-29,2076.92431640625,2087.857531790537,2028.0004201724064,2053.460756698099,767501,37.2867854924466,45.3825208096423,2134.445171314244,2013.6027656974754,120.84240561676847,32.929687846461505,39.27014322932745,42.764803137984565,0.007556064678151397,-0.03291567713040988,0.006897661858688897
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-70,2023-10-04,2019.1641845703125,2052.761907947791,2004.4869058853883,2050.8149804529353,551771,25.333197398034372,39.30106655286842,2135.47982803341,2011.2601499939335,124.21967803947632,29.32955039313072,8.28640317092734,24.878179989372313,-0.017871935813768336,-0.02046448988332028,-0.05981069566535091
-71,2023-10-05,2044.4249267578125,2054.9584945915244,2019.164230564447,2019.8131251568298,461744,21.49544422013014,35.73994208632077,2135.728600643808,2009.4038944733793,126.32470617042873,27.791769892639618,22.547949787023292,19.30411550860426,0.01251049438204821,-0.015647844936724442,-0.03134106158482941
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-73,2023-10-09,2075.826171875,2086.20994762021,2029.2484852763048,2031.8444292126073,487722,19.49970773861901,30.004720833108284,2135.225861465947,2009.4972830653026,125.72857840064466,24.344797042321343,40.276261873745305,33.06097253175347,0.003353959954978336,0.02806210002023457,-0.0005287359402437186
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-75,2023-10-11,2098.041748046875,2111.5208147867384,2051.813492623672,2055.2580942603367,729470,17.95318665924333,25.43087602361086,2135.832301013979,2006.874022228209,128.95827878576983,21.57333962953942,52.81858833537258,39.14890665500087,0.024624504533893532,0.014091894868188737,0.03906446245397732
-76,2023-10-12,2073.97900390625,2104.531652446772,2066.7902171208493,2101.735945429656,285544,16.98121917682238,23.740944654253166,2136.3435840651405,2008.339667887985,128.0039161771556,20.456897582442934,39.23339971638861,38.80128593588197,-0.01146914457876047,-0.0008898471335302416,0.014455936611625253
-77,2023-10-13,2081.5673828125,2106.428675665549,2068.237985657971,2071.7825298228518,321887,16.63152879221252,22.31906148184504,2137.2549512760156,2009.3653123958597,127.88963888015587,19.46788855636613,43.51759765122348,45.18986190099489,0.0036588503991399346,0.016578888505758727,0.0061289836092348615
-78,2023-10-16,2104.3818359375,2113.7174355786806,2077.274031516979,2089.7546493463287,446019,17.98797812715111,21.452844810906257,2140.5182250935345,2011.0094116252153,129.5088134683192,18.73985072315319,56.39803419373841,46.38301052045017,0.010960228005770567,0.003021907403190305,0.013756288676477713
-79,2023-10-17,2075.776123046875,2114.3163640579965,2069.885369601245,2113.6672257469104,373789,16.563794918210988,20.475034832367204,2140.831496360496,2011.5697731707544,129.26172318974182,17.828037600634346,50.07000271442176,49.995211519794545,-0.013593404201705295,0.0008665078755571987,0.013750600330127982
-80,2023-10-18,2045.7728271484373,2087.158505576333,2028.050350491008,2085.860716380083,432748,12.865795353289286,18.95318693655162,2141.045141507022,2010.7171021453212,130.3280393617008,17.305246261747225,33.239586040781795,46.569207649647325,-0.014454013400249655,-0.017195962984248525,-0.02491319390908031
-81,2023-10-19,2057.40478515625,2070.7839086620747,2016.8676448878452,2042.7773562269415,350097,10.749788978508604,17.31250734494302,2141.0502090477157,2010.612181089003,130.43802795871284,17.093744129512718,48.18186318254969,43.830483979251085,0.0056858502828127655,-0.022323444338380627,-0.007991507492980054
-82,2023-10-20,2032.9927978515625,2057.404959142386,2021.2610172419145,2057.404959142386,353937,7.022049509819226,15.254415777918261,2142.0281190923124,2007.432696337375,134.59542275493732,16.89734929243782,25.954686875878327,35.79204536640327,-0.0118654274942952,-0.020610760823529528,-0.02333558133261393
-83,2023-10-23,1988.8612060546875,2037.984988983505,1976.9297846422128,2031.8445008822744,488451,0.5009636914674047,12.303725360628091,2147.9815197341222,1994.0957629807215,153.88575675340076,17.72207298523011,8.68456108537773,27.607037047935247,-0.021707697067846254,-0.027819130422744864,-0.054895279891706616
-84,2023-10-25,1990.1593017578125,2004.7866101027892,1970.73950933667,2004.7866101027894,512770,-4.510306323133591,8.940919023875756,2137.656199867901,1988.0664807961618,149.58971907173895,18.61134795244539,13.525712385074284,16.054986782110113,0.0006526829017394764,-0.03268461504687836,-0.04124569135297307
-85,2023-10-26,2027.9505615234373,2037.785263783592,1941.9840921544023,1976.9298213191346,966275,-5.370428133063115,6.078649592487982,2122.133098992466,1991.623187628628,130.50991136383777,18.304784851999987,49.884138600068,24.031470690173336,0.01898906270078249,-0.002480203733851827,-0.00871175205208008
-86,2023-10-27,2118.809326171875,2139.626847516421,2028.000290531004,2028.000290531004,999445,1.264881339751355,5.115895941940657,2123.983372663174,1990.5965955985448,133.3867770646293,18.327277267028563,89.46709617237678,50.95898238583968,0.04480324440462824,0.06533795305654633,0.029845629532236906
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-88,2023-10-31,2151.35888671875,2161.6429643546976,2115.8142341163903,2137.5802361612127,749792,12.88930766595513,6.853940609214874,2145.436688775946,1982.0981867123355,163.33850206361058,18.76299773003675,95.31815968418063,90.9845982429181,0.016487767436114353,0.06085371484727209,0.08170388168333265
-89,2023-11-01,2194.2421875,2205.874269060993,2145.6177513345515,2160.344879723431,1081257,21.355716280108027,9.754295743393506,2170.0364702676547,1971.3319013143769,198.70456895327789,19.833868307572153,95.5920748178852,93.0262577914209,0.019933122756034205,0.03560153355772333,0.10254600501674949
-90,2023-11-02,2186.454345703125,2206.5730020404417,2171.6272757637835,2206.5730020404417,474395,27.12432007913685,13.228300610542176,2187.403206124106,1970.6941815712064,216.70902455289956,20.838467738740373,92.39625865423388,94.43549771876657,-0.0035492170560024183,0.033069893724017474,0.07815958987709082
-91,2023-11-03,2193.093994140625,2195.54014629222,2176.6195798891704,2191.5963201177656,230437,31.864430964225903,16.955526681278922,2204.3005688196463,1968.6637256139472,235.63684320569905,21.771310067682293,94.90567918904001,94.29800422038636,0.003036719449710068,0.01939941665685052,0.03505962856174638
-92,2023-11-06,2229.737060546875,2242.018036419284,2185.256092835445,2193.1439890315364,537580,38.13815925174049,21.192053195371237,2227.4341255203612,1961.6151542647954,265.8189712555659,23.311850271666938,95.90680451090338,94.40291411805909,0.016708388470421554,0.016176369795950274,0.053520386875906434
-93,2023-11-07,2420.241455078125,2446.201140652395,2178.3171057624145,2230.985313994828,3419427,57.81578229713841,28.516799015724672,2305.7223993240427,1917.7684087814264,387.95399054261634,26.37431267585663,94.85148595201188,95.22132321731841,0.08543805361719459,0.1069252188294918,0.12498266561627669
-94,2023-11-08,2449.046875,2499.967797866157,2387.3426491274176,2446.201196511472,2652822,74.87172237152117,37.78778368688397,2372.5399985122554,1891.0934853744634,481.44651313779195,29.465869125392526,90.8741200961768,93.87747018636401,0.011901878575559355,0.11670857771860854,0.1161242313868327
-95,2023-11-09,2474.20751953125,2483.393205017924,2434.419214479956,2449.196313964808,684007,89.38851632549313,48.1079302146058,2433.026904182886,1868.2231568522702,564.8037473306158,32.33660011424729,95.38332785147415,93.70297796655427,0.010273647592494495,0.10964093628349847,0.13160721804853814
-96,2023-11-10,2485.489990234375,2500.266845624398,2450.24467938007,2473.1090720206726,644072,100.64342644437556,58.615029460559754,2486.3345051755036,1856.0666544924645,630.2678506830391,35.08031455598814,97.35315925520223,94.53686906761772,0.004560034117616185,0.02695951472913838,0.13332579309184012
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diff --git a/stock_data_with_indicators/TVSMOTOR.csv b/stock_data_with_indicators/TVSMOTOR.csv
deleted file mode 100644
index 112f612b115e57001e4b8c3576a8137006d40e21..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/TVSMOTOR.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/ULTRACEMCO.csv b/stock_data_with_indicators/ULTRACEMCO.csv
deleted file mode 100644
index a7cc55237a36abe6dece843ec6f1c0a9e1b10212..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/ULTRACEMCO.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/UPL.csv b/stock_data_with_indicators/UPL.csv
deleted file mode 100644
index b97c0efdb8a255452cef62cbb722416012f6a203..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/UPL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/VEDL.csv b/stock_data_with_indicators/VEDL.csv
deleted file mode 100644
index e1433e3e7dbbd9f801640e06797d754ec6635f1a..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/VEDL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/VOLTAS.csv b/stock_data_with_indicators/VOLTAS.csv
deleted file mode 100644
index dde38cbaf0d33a02ef12867aafbd34c00be3f81e..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/VOLTAS.csv
+++ /dev/null
@@ -1,461 +0,0 @@
-,Price,Close,High,Low,Open,Volume,MACD,MACD_Signal,BB_High,BB_Low,BB_Width,ADX,Stoch_K,Stoch_D,Lag_1,Lag_3,Lag_5
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diff --git a/stock_data_with_indicators/WIPRO.csv b/stock_data_with_indicators/WIPRO.csv
deleted file mode 100644
index 8a59ea365ea88127133e6501586687c207ed06f7..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/WIPRO.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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diff --git a/stock_data_with_indicators/ZEEL.csv b/stock_data_with_indicators/ZEEL.csv
deleted file mode 100644
index a894f43cf341043aadeb93a15ad4fca302acf509..0000000000000000000000000000000000000000
--- a/stock_data_with_indicators/ZEEL.csv
+++ /dev/null
@@ -1,461 +0,0 @@
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