diff --git "a/stock_data_with_indicators/CIPLA.csv" "b/stock_data_with_indicators/CIPLA.csv"
deleted file mode 100644--- "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
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-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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-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
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-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
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