diff --git "a/stock_data_with_indicators/HCLTECH.csv" "b/stock_data_with_indicators/HCLTECH.csv"
deleted file mode 100644--- "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
-35,2023-08-11,1103.7525634765625,1118.3568278045198,1087.5937436683832,1092.9642980922872,7391806,1.690280286358984,-2.835119604374902,1104.0383539478883,1033.813648005237,70.22470594265133,11.349013574637018,82.95766558361808,75.08344963204706,0.03275140842078228,0.02637233357976876,0.023681593774634857
-36,2023-08-14,1103.32861328125,1108.9818768847406,1087.31103307136,1102.9988625742349,1720940,3.839288008439098,-1.500238081812102,1108.2481635623444,1032.1590263790617,76.08913718328267,11.902041676409434,82.46294014985727,76.1035721606189,-0.00038409894512692055,0.023467072801338418,0.01755306357902553
-37,2023-08-16,1109.1231689453125,1117.6972619240082,1102.4805385793477,1107.804051175682,2567226,5.941474703971608,-0.011895524655360035,1111.9557451328624,1030.3296552577626,81.62608987509975,12.76582727654579,89.2248525066645,84.88181941337996,0.00525188560716261,0.037776538640597046,0.031366424692304884
-38,2023-08-17,1108.69921875,1112.7036139868612,1096.6860330394163,1108.8405733497846,2331256,7.486958570030993,1.4878752942819105,1115.0724045325253,1028.876008553412,86.19639597911328,13.19955988916811,88.7301270729037,86.80597324314182,-0.00038223905800804925,0.004481670473187149,0.028448941115190696
-39,2023-08-18,1105.87255859375,1109.782755669607,1091.6923577735206,1105.213057166184,3406088,8.386997728182678,2.867699781062064,1117.8330864788034,1027.8018622516654,90.03122422713795,13.286842104672036,85.43157765045477,87.79551907667432,-0.0025495284099116278,0.002305700479328987,0.03473503048932325
-40,2023-08-21,1111.101806640625,1120.1941615785863,1101.396991833403,1105.165834086159,1661946,9.413726283429014,4.1769050815354545,1122.600354764759,1029.0458976766474,93.55445708811158,13.838686125155258,87.46744929526923,87.20971800620923,0.0047286172409637395,0.0017839657043627888,0.006658415488444369
-41,2023-08-22,1111.3375244140625,1118.4041046879968,1108.1811415615628,1113.6930511720407,1805887,10.129668007688906,5.367457666766144,1126.4224164854152,1031.4989824403663,94.92343404504891,14.351112715603962,87.27169289644236,86.72357328072212,0.00021214777262423823,0.0023796405909233265,0.007258862895791696
-42,2023-08-23,1114.1640625,1125.941695295983,1110.5365746020263,1124.0101175110638,2347850,10.800632020643206,6.454092537541557,1129.7951187461288,1034.8112411171526,94.98387762897619,15.169629621971824,84.36522882290981,86.36812367154046,0.002543366010634651,0.007497702915057136,0.004544935761716218
-43,2023-08-24,1103.564208984375,1120.2884477971584,1101.4442350503602,1120.2412912589127,2464221,10.35765959056448,7.234805948146143,1130.9568186317451,1038.9494679893487,92.00735064239643,15.272465483716777,66.07140861216722,79.23611011050646,-0.009513727710657505,-0.00678389469911822,-0.004631562536333789
-44,2023-08-25,1087.263916015625,1103.1402572246825,1083.5422300145624,1097.6753895364914,2105159,8.592257141108803,7.506296186738675,1130.248919325829,1043.1058658304207,87.14305349540837,14.249736966524749,41.35701612243532,63.93121785250412,-0.01477058864001346,-0.021661833484053372,-0.016827113064264987
-45,2023-08-28,1080.1973876953125,1092.681679200871,1073.4606733484711,1088.2533350128274,2571967,6.547477952694635,7.314532539929868,1126.7851369524376,1050.6117502545937,76.17338669784385,13.706654870195065,30.642794311647723,46.02373968208342,-0.006499368015640994,-0.03048624161191471,-0.0278142099676274
-46,2023-08-29,1090.65576171875,1096.0734718525207,1081.9403149818147,1087.2166705436932,1794652,5.705114089536664,6.992648849851227,1124.8227847953442,1056.423028192937,68.39975660240725,13.00008352428714,46.49970933245008,39.499839922177706,0.009681910123622295,-0.011697051390879065,-0.018609794271291835
-47,2023-08-30,1102.8575439453125,1107.2388463840812,1094.519002861431,1098.6175961044291,1497356,5.953488401836239,6.78481676024823,1125.6905676354686,1058.570296622344,67.1202710131247,12.437034186343851,63.074631353653835,46.73904499925055,0.011187564999733723,0.014342081715386756,-0.010147983528850824
-48,2023-08-31,1104.4122314453125,1119.440445239003,1098.523414909235,1111.3374566885502,4483967,6.204258294357487,6.668705067070082,1125.6964907441532,1062.4510068144407,63.245483929712464,12.537350156739363,58.97666803782353,56.18366957464249,0.001409690225664395,0.022417054536360448,0.0007684396195830612
-49,2023-09-01,1117.2733154296875,1119.346132631891,1103.42275134463,1105.212974391589,1669640,7.355982051703677,6.806160463996801,1126.0582680018172,1067.7707603184951,58.28750768332202,12.63050070067805,83.4828295169918,68.51137630282305,0.011645184305451028,0.024405091546934266,0.027600841867386317
-50,2023-09-04,1161.274658203125,1163.630184893192,1116.5196510918483,1117.4618617678752,4517935,11.684579495349226,7.781844270267287,1140.2963067670653,1061.8383245805908,78.45798218647451,14.434194803711762,97.3876683485206,79.94905530111197,0.039382792165330915,0.05296886672129353,0.07505782871850619
-51,2023-09-05,1164.1485595703125,1169.9430637765686,1154.396586115766,1165.279166484713,2842400,15.172030256894459,9.259881467592722,1152.1209925605401,1057.9989049003973,94.12208766014282,16.29131148607872,93.99423648134591,91.62157811561944,0.002474781781283575,0.054088796215906454,0.06738404584756075
-52,2023-09-06,1164.4310302734375,1170.6025561511306,1152.040936994253,1168.1998729429415,1767709,17.753996120384045,10.958704398150987,1161.129820699317,1057.8939830116205,103.2358376876964,17.852885043464376,93.64689493384608,95.00959992123752,0.00024264145740060528,0.042207859252070046,0.05583086108098323
-53,2023-09-07,1181.5322265625,1184.3588586834628,1159.201878813275,1166.4568552506978,2582004,20.938777100645666,12.954718938649922,1172.9660774886095,1056.4079093277967,116.55816816081278,19.712262233468238,97.45114664191811,95.03075935237003,0.014686311034709076,0.017444252499852375,0.06982899403084541
-54,2023-09-08,1189.1170654296875,1196.183645712303,1181.8149324709848,1186.2432767750417,2280777,23.800415703068893,15.123858291533718,1183.4547522924393,1057.9559898950608,125.49876239737841,21.755486912002663,94.24184392986717,95.11329516854379,0.0064194938543948865,0.02144786904911067,0.06430275296816679
-55,2023-09-11,1207.489990234375,1210.0810692766495,1196.984319477965,1202.7789374302395,2691836,27.236856863710955,17.546458005969164,1198.5469380154132,1053.237546847868,145.30939116754507,23.988341291627,98.10344639636631,96.59881232271721,0.015450896584390028,0.03697854045578475,0.03979707272934063
-56,2023-09-12,1208.290771484375,1217.1004166801122,1192.367390987948,1210.7404957878414,2140769,29.68271374895835,19.973709154567004,1211.2940420206437,1050.98665866295,160.30738335769365,26.219826177901414,93.86684702199925,95.40404578274423,0.0006631783753707765,0.022647325498454718,0.0379180230488414
-57,2023-09-13,1201.5540771484375,1208.2909059948815,1192.932827087097,1207.9139987487135,2275523,30.72331872628274,22.123631068910154,1220.813920366691,1050.709871137215,170.104049229476,28.2919192865848,89.17685372370745,93.71571571402433,-0.005575391697862253,0.01045903055327524,0.03188084644762745
-58,2023-09-14,1209.4215087890625,1216.1111810770276,1201.8838239539596,1206.830429626996,2655172,31.816085620290323,24.062121979186188,1230.637128210461,1050.9588922973517,179.67823591310935,30.399514624801668,94.6540506736215,92.56591713977605,0.0065477133241445,0.0015996145477881196,0.023604334777818536
-59,2023-09-15,1229.2081298828125,1234.2960909709232,1216.4412431422704,1219.2207188674615,4286280,33.8880854607346,26.027314675495873,1243.0806714787504,1050.8489061579685,192.23176532078196,32.735317595450404,96.66047377916648,93.4971260588318,0.016360401191774177,0.017311527069548527,0.03371498536070372
-60,2023-09-18,1229.5850830078125,1235.5210570011332,1215.1692118903002,1226.7584506330818,2761885,35.15532848574662,27.852917437546026,1253.9130682530074,1051.8648370204303,202.0482312325771,34.795043352287635,95.79015069706757,95.70155838328519,0.0003066633842032651,0.02332895904768506,0.01829836516421035
-61,2023-09-20,1218.6551513671875,1228.6425602185377,1207.442822791454,1207.4428227914539,2220756,34.87564880482864,29.25746371100255,1261.2618024240262,1055.2478655447237,206.0139368793025,36.040717827761995,87.68890808892026,93.37984418838477,-0.008889121860431337,0.007634759685537729,0.008577719972221454
-62,2023-09-21,1204.1451416015625,1210.740615773089,1186.525849464004,1209.7984051771566,3112700,33.10158959995874,30.02628888879379,1265.524771178759,1059.9830047001471,205.54176647861186,35.629535465741476,76.24805613997971,86.5757049753225,-0.011906575661988161,-0.02038953995824888,0.002156427665140237
-63,2023-09-22,1200.0936279296875,1209.4215361271663,1191.9906395519783,1198.9158646475803,1321467,31.011233410353043,30.22327779310564,1267.8142991071575,1067.3464186662802,200.46788044087725,35.2477232724367,70.22940292112841,78.05545571667612,-0.0033646389724134584,-0.023984883588521577,-0.007712679815587653
-64,2023-09-25,1190.4359130859375,1206.029544214778,1183.9817936064137,1196.6074384006001,1246703,28.249669588678216,29.82855615222016,1266.3056581304406,1079.1722593500283,187.13339878041234,34.33319509743628,45.99295747121611,64.15680551077473,-0.008047467813332876,-0.023156048903244963,-0.031542434396827024
-65,2023-09-26,1188.5516357421875,1195.618215957903,1184.4530422202631,1190.9543190219124,903152,25.613804930728747,28.98560590792188,1261.6703854689108,1094.6429568162453,167.02742865266555,33.483990363507324,43.73580050546821,53.319386965937575,-0.0015828465212087695,-0.012949855728051962,-0.033371783565598334
-66,2023-09-27,1188.2218017578125,1194.393327386889,1180.8726278579074,1185.7720771245108,1670373,23.230462046906496,27.834577135718806,1256.303852621102,1109.7660936679606,146.5377589531413,32.43082717688051,38.02441749714013,42.58439182460814,-0.0002775091754166903,-0.009892416637821366,-0.02497289702934613
-67,2023-09-28,1170.1314697265625,1192.8387241740793,1166.9750869430363,1188.2218688261391,1807072,19.655332593591083,26.198728227293266,1250.200604657726,1122.5967342094616,127.60387044826439,30.50065918231649,4.604767838066841,28.78832861355839,-0.015224709733896336,-0.017056309488127197,-0.02824715285547752
-68,2023-09-29,1163.4417724609375,1177.480619324249,1156.3280359502394,1163.7243666502145,2338327,16.096661785973993,24.178314939029413,1242.2357843470365,1136.4645086217135,105.771275725323,28.574020963198613,8.982782089000546,17.2039891414025,-0.005717047561491717,-0.021126438705854178,-0.030540829995055474
-69,2023-10-03,1167.1162109375,1184.07600154458,1152.0408415089846,1161.2745512903268,2162636,13.418209244963009,22.02629380021613,1234.6430297208933,1149.0415527986381,85.60147692225519,26.676869504217343,18.058613456661778,10.548721127909717,0.003158248709594025,-0.017762332578891926,-0.019589212566669345
-70,2023-10-04,1167.9171142578125,1172.8637195648353,1154.2079049719755,1162.6877997840147,2253785,11.23068219997981,19.867171480168867,1234.115667875081,1150.2331602499191,83.8825076251619,24.91522886373474,19.018006428506496,15.353133991389603,0.0006862241418694737,-0.00189239886802417,-0.01736106439455598
-71,2023-10-05,1164.053955078125,1181.4848499100187,1156.8461365252513,1176.8209537856965,2995200,9.080650509946963,17.70986728612449,1234.1235992757395,1150.215768400042,83.90783087569753,23.804741731249642,14.390372016073965,17.15566396708074,-0.0033077340271209232,0.0005261824284445993,-0.020339507862870754
-72,2023-10-06,1166.174072265625,1183.416573119203,1159.0132943486667,1179.6477305296512,2497711,7.461795707813508,15.660252970462293,1233.9865426522827,1150.5271292227173,83.4594134295653,22.888737526286782,16.93003626466398,16.779471569748143,0.0018213220944365283,-0.0008072363857565268,-0.003382010964855353
-73,2023-10-09,1177.3863525390625,1193.4510894089124,1160.0026128310076,1164.5723112757862,3430211,7.002854380857116,13.928773252541259,1234.030720707626,1150.0683637650302,83.96235694259576,22.613668219605746,30.361099190576088,20.560502490438008,0.009614585455200997,0.00810779991632149,0.011985627822722167
-74,2023-10-10,1188.88134765625,1191.660822841717,1176.067191843817,1182.9925315718374,1532394,7.480460024289641,12.639110606890936,1234.0223534940556,1150.0531592012571,83.96919429279842,22.35824672054478,48.09357644696158,31.794903967400543,0.009763146219928798,0.021328386429011026,0.01864864570878244
-75,2023-10-11,1173.617431640625,1200.8001828558658,1169.283286137581,1192.8385497584025,2186131,6.551770746253396,11.42164263476343,1232.4314217656417,1148.2568350702957,84.17458669534608,22.62571074484771,36.75753510492578,38.404070247487816,-0.012838889301877043,0.006382717256386172,0.004880755075187704
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-79,2023-10-17,1203.3443603515625,1205.0874270591307,1197.5497418234206,1204.993228996874,1687345,7.501587724519595,8.138982142307906,1223.6770820788545,1145.8554374523953,77.82164462645915,20.693699598649182,96.96094717267111,83.66833573868125,0.005115406611609474,0.04363639712950684,0.012165228030387443
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