notebook+run indexer

2023-06-10 18:46:15 +02:00 · 2023-06-10 18:46:15 +02:00 · 1a18d495c6
parent e52e675449
commit 1a18d495c6
4 changed files with 285 additions and 289 deletions
--- a/Elaborated_Data/Not_Normalized.csv
+++ b/Elaborated_Data/Not_Normalized.csv
@ -1,91 +1,91 @@
 ,Ticker,Valuation,Financial Health,Estimated Growth,Past Performance
-0,AAPL,2.8478,3.0302422113761804,8.02%,1.55
-1,ABBV,0.0,2.193817072592499,-4.17%,1.47
-2,ABT,22.469,4.2017385414314745,-2.70%,16.58
-3,ACN,2.9116,14.875260752606902,9.00%,3.05
-4,ADBE,1.568,5.863371465573063,13.98%,2.39
-5,AMAT,3.8395,5.141746200070696,13.27%,9.74
-6,AMGN,1.2905,1.4403766539491842,1.72%,3.81
-7,AMZN,2.2453,3.2852827358844294,-278.70%,-42.47
-8,APD,1.7767,3.0118487291777516,9.38%,1.68
-9,AVGO,1.1592,1.8577465505829642,8.30%,2.43
-10,BA,0.0,2.461537072809662,93.80%,987.5
-11,BAC,4.1895,9.383988814376815,3.36%,7.07
-12,BDX,2.4258,2.984745390693591,9.85%,5.53
-13,BIDU,0.593,4.246444343249283,2.75%,23.16
-14,BMY,0.0,2.394681364456072,3.75%,6.57
-15,CAT,1.4198,2.258464279928722,12.87%,16.75
-16,CCI,5.0871,1.3694508731327582,-4.38%,1.05
-17,CHTR,0.362,1.4786877883476912,16.84%,-2.77
-18,CMCSA,0.8061,2.715595658044864,7.42%,9.12
-19,CME,4.0654,48.27562947025644,4.53%,2.09
-20,COST,3.6281,7.31458584090163,8.77%,0.74
-21,CRM,1.3911,7.016538898353208,19.56%,15.89
-22,CSCO,2.0002,11.618894448415535,7.39%,2.59
-23,CSX,2.6633,2.3143622363575496,8.19%,5.95
-24,CVS,1.364,3.1293966892439657,4.00%,6.24
-25,CVX,2.7809,11.041989802476541,-7.68%,7.46
-26,D,10.427,2.1917138338604962,5.60%,2.08
-27,DE,1.1147,1.692748584312983,13.36%,6.62
-28,DHR,3.3251,4.288019362646228,2.81%,12.23
-29,DIS,1.0753,4.222309246053011,21.87%,2.8
-30,DUK,3.0382,2.321933548864566,5.80%,-0.19
-31,EXC,2.5916,2.3196678154317443,6.30%,3.11
-32,FDX,1.3726,2.252021634110481,4.78%,-3.7
-33,FIS,0.7185,3.052068758744753,2.05%,1.73
-34,GE,3.1891,7.335622853574773,25.50%,25.71
-35,GILD,0.5725,2.451602678394548,2.25%,9.03
-36,GOOGL,1.1345,13.945161533816425,17.61%,-6.07
-37,GS,2.0757,5.026143790849673,1.11%,0.86
-38,HD,1.7394,1.5453993687788299,2.05%,1.67
-39,HON,2.2588,3.125091326583864,7.80%,3.59
-40,IBM,2.0869,2.1667585446527013,6.62%,2.02
-41,INTC,6.2729,3.6859347960137647,6.02%,-12.15
-42,ISRG,3.3782,2.0,15.96%,0.63
-43,JNJ,4.3545,4.7247283088328,4.34%,4.52
-44,JPM,3.2773,7.754062578305718,-4.33%,10.71
-45,KO,3.5034,2.297264150943396,5.97%,5.0
-46,LIN,3.4208,4.276934547584811,8.50%,35.35
-47,LLY,1.8737,2.8153000487195237,24.38%,-2.53
-48,LMT,3.2504,3.5014102564102565,10.89%,0.18
-49,LOW,1.2378,1.1503921671842923,7.48%,4.73
-50,LRCX,1.7507,3.8445377840670143,0.01%,10.79
-51,MA,1.5338,2.501027749229188,20.29%,4.6
-52,MCD,3.6629,1.0846838602500923,8.57%,6.31
-53,MCO,2.0425,1.859163824681066,12.21%,8.25
-54,MDT,2.4965,3.3466296928327646,1.04%,0.38
-55,MMC,2.2618,2.2934383552499833,9.73%,2.76
-56,MMM,4.4859,2.8900943105467545,1.64%,5.13
-57,MO,8.8684,1.4505849450506165,3.92%,0.0
-58,MRK,2.3138,3.5567430191261282,8.17%,7.5
-59,MSFT,2.3007,6.280162585506097,12.54%,2.63
-60,NEE,2.5982,2.340807746209708,8.80%,9.85
-61,NFLX,1.635,3.4279910104004063,21.72%,10.98
-62,NKE,2.0436,3.047429571860576,8.56%,19.24
-63,NSC,2.9593,2.6133573525487055,5.47%,4.54
-64,NVDA,3.5519,3.473808519611978,21.20%,-17.57
-65,ORCL,1.9008,1.4335972813715132,9.06%,3.73
-66,PEP,3.3521,2.227643833648574,7.80%,5.74
-67,PFE,1.1173,5.655434470891884,-14.94%,19.04
-68,PG,4.3277,3.27542291820393,5.38%,1.23
-69,PM,2.4533,1.3170348676810764,7.40%,4.23
-70,PYPL,0.5571,7.170935359789849,15.76%,7.28
-71,SCHW,1.6392,14.567083795342944,9.80%,3.54
-72,SO,3.4609,2.225532617671346,7.30%,9.94
-73,SPG,13.079,1.3077838185627797,8.60%,10.74
-74,SPGI,2.2617,5.0718783220214245,12.70%,2.88
-75,T,4.4541,2.5713964989704743,-0.64%,7.17
-76,TGT,0.814,2.7693696564176093,-7.51%,-2.33
-77,TMO,3.8993,2.684800181524236,8.57%,4.94
-78,TMUS,0.3603,1.91016004871443,65.36%,6.97
-79,TSLA,1.6016,32.44880418535127,10.66%,7.84
-80,TXN,3.0209,2.8856409243531504,10.00%,7.62
-81,UNH,1.5703,4.018799229330765,13.04%,4.74
-82,UNP,2.7512,1.8838849701573521,9.01%,1.69
-83,UPS,2.4608,2.734949801098693,3.62%,2.54
-84,USB,1.0216,6.898271330367974,3.84%,2.21
-85,V,1.4973,3.8085077951002226,14.65%,7.49
-86,VZ,6.652,2.118037603808605,-0.26%,0.4
-87,WFC,0.7586,7.412967191018301,5.68%,-6.79
-88,WMT,3.6062,3.836926738378192,5.36%,11.79
-89,XOM,1.809,8.912102494812528,-10.74%,10.51
+0,AAPL,2.8478,3.0302422113761804,8.02%,2.056000450056732
+1,ABBV,0.0,2.193817072592499,-4.17%,1.3643231826828999
+2,ABT,22.469,4.2017385414314745,-2.70%,16.221505969455265
+3,ACN,2.9116,14.875260752606902,9.00%,3.125994103956993
+4,ADBE,1.568,5.863371465573063,13.98%,2.3571434347409626
+5,AMAT,3.8395,5.141746200070696,13.27%,9.899482013689063
+6,AMGN,1.2905,1.4403766539491842,1.72%,3.728574353574352
+7,AMZN,2.2453,3.2852827358844294,-278.70%,-61.06442577030811
+8,APD,1.7767,3.0118487291777516,9.38%,1.664735813911232
+9,AVGO,1.1592,1.8577465505829642,8.30%,2.490510115467356
+10,BA,0.0,2.461537072809662,93.80%,-2379.667762144398
+11,BAC,4.1895,9.383988814376815,3.36%,6.887973814803082
+12,BDX,2.4258,2.984745390693591,9.85%,5.584638849547876
+13,BIDU,0.593,4.246444343249283,2.75%,25.709916173234124
+14,BMY,0.0,2.394681364456072,3.75%,6.609816410785568
+15,CAT,1.4198,2.258464279928722,12.87%,16.690231474594547
+16,CCI,5.0871,1.3694508731327582,-4.38%,1.1434621925693333
+17,CHTR,0.362,1.4786877883476912,16.84%,-1.5543025412690668
+18,CMCSA,0.8061,2.715595658044864,7.42%,9.086076525100912
+19,CME,4.0654,48.27562947025644,4.53%,2.0929396865062535
+20,COST,3.6281,7.31458584090163,8.77%,0.7022840372888224
+21,CRM,1.3911,7.016538898353208,19.56%,15.038469229787918
+22,CSCO,2.0002,11.618894448415535,7.39%,2.555664961483716
+23,CSX,2.6633,2.3143622363575496,8.19%,6.066607849171981
+24,CVS,1.364,3.1293966892439657,4.00%,6.1332987993061785
+25,CVX,2.7809,11.041989802476541,-7.68%,6.798682483159102
+26,D,10.427,2.1917138338604962,5.60%,2.0196249611605026
+27,DE,1.1147,1.692748584312983,13.36%,6.716190927540026
+28,DHR,3.3251,4.288019362646228,2.81%,12.150539916741248
+29,DIS,1.0753,4.222309246053011,21.87%,-1.2474504662004655
+30,DUK,3.0382,2.321933548864566,5.80%,0.5643998761633824
+31,EXC,2.5916,2.3196678154317443,6.30%,2.2139092791266686
+32,FDX,1.3726,2.252021634110481,4.78%,1.1865562472240336
+33,FIS,0.7185,3.052068758744753,2.05%,2.1715993414909844
+34,GE,3.1891,7.335622853574773,25.50%,47.37235586600727
+35,GILD,0.5725,2.451602678394548,2.25%,9.464019290494036
+36,GOOGL,1.1345,13.945161533816425,17.61%,-5.584976190004754
+37,GS,2.0757,5.026143790849673,1.11%,-1.5345378932072622
+38,HD,1.7394,1.5453993687788299,2.05%,1.5688534735078083
+39,HON,2.2588,3.125091326583864,7.80%,3.8168087284000825
+40,IBM,2.0869,2.1667585446527013,6.62%,2.9896273699006493
+41,INTC,6.2729,3.6859347960137647,6.02%,-24.38244047619048
+42,ISRG,3.3782,2.0,15.96%,0.7370798319327688
+43,JNJ,4.3545,4.7247283088328,4.34%,4.547893454504981
+44,JPM,3.2773,7.754062578305718,-4.33%,10.185285013321064
+45,KO,3.5034,2.297264150943396,5.97%,4.635027985074622
+46,LIN,3.4208,4.276934547584811,8.50%,38.40029639869726
+47,LLY,1.8737,2.8153000487195237,24.38%,-2.9632885310978514
+48,LMT,3.2504,3.5014102564102565,10.89%,-5.74650013495231
+49,LOW,1.2378,1.1503921671842923,7.48%,4.905642116132294
+50,LRCX,1.7507,3.8445377840670143,0.01%,11.094549855781523
+51,MA,1.5338,2.501027749229188,20.29%,4.704107759087078
+52,MCD,3.6629,1.0846838602500923,8.57%,6.426164395995392
+53,MCO,2.0425,1.859163824681066,12.21%,8.336941598338818
+54,MDT,2.4965,3.3466296928327646,1.04%,0.5633648257910022
+55,MMC,2.2618,2.2934383552499833,9.73%,2.9515360255345033
+56,MMM,4.4859,2.8900943105467545,1.64%,6.8086477749591365
+57,MO,8.8684,1.4505849450506165,3.92%,0.029059829059829123
+58,MRK,2.3138,3.5567430191261282,8.17%,7.36063643958381
+59,MSFT,2.3007,6.280162585506097,12.54%,2.6823350568434843
+60,NEE,2.5982,2.340807746209708,8.80%,9.489300857329233
+61,NFLX,1.635,3.4279910104004063,21.72%,-4.562647278945063
+62,NKE,2.0436,3.047429571860576,8.56%,22.508955039525688
+63,NSC,2.9593,2.6133573525487055,5.47%,4.472463705675281
+64,NVDA,3.5519,3.473808519611978,21.20%,-15.268424271929499
+65,ORCL,1.9008,1.4335972813715132,9.06%,3.2198702287752097
+66,PEP,3.3521,2.227643833648574,7.80%,5.771889848077926
+67,PFE,1.1173,5.655434470891884,-14.94%,19.18648204573236
+68,PG,4.3277,3.27542291820393,5.38%,1.2290646511957997
+69,PM,2.4533,1.3170348676810764,7.40%,4.409467807344407
+70,PYPL,0.5571,7.170935359789849,15.76%,7.584126145172658
+71,SCHW,1.6392,14.567083795342944,9.80%,3.672161172161172
+72,SO,3.4609,2.225532617671346,7.30%,11.369532987398081
+73,SPG,13.079,1.3077838185627797,8.60%,10.158696263885645
+74,SPGI,2.2617,5.0718783220214245,12.70%,2.897283881535927
+75,T,4.4541,2.5713964989704743,-0.64%,7.124651651741004
+76,TGT,0.814,2.7693696564176093,-7.51%,-5.513897780623133
+77,TMO,3.8993,2.684800181524236,8.57%,4.9700752857065496
+78,TMUS,0.3603,1.91016004871443,65.36%,194.507371007371
+79,TSLA,1.6016,32.44880418535127,10.66%,9.50925181013677
+80,TXN,3.0209,2.8856409243531504,10.00%,7.605414978999398
+81,UNH,1.5703,4.018799229330765,13.04%,4.837717955752949
+82,UNP,2.7512,1.8838849701573521,9.01%,1.6435455625996247
+83,UPS,2.4608,2.734949801098693,3.62%,2.4446950249488704
+84,USB,1.0216,6.898271330367974,3.84%,2.214847717184163
+85,V,1.4973,3.8085077951002226,14.65%,7.597283768499744
+86,VZ,6.652,2.118037603808605,-0.26%,0.3920014094432702
+87,WFC,0.7586,7.412967191018301,5.68%,-7.061137169371726
+88,WMT,3.6062,3.836926738378192,5.36%,11.876073092960503
+89,XOM,1.809,8.912102494812528,-10.74%,10.179827374721386
--- a/Elaborated_Data/employees_over_time.csv
+++ b/Elaborated_Data/employees_over_time.csv
@ -1,91 +1,91 @@
 ,Ticker,Employees_over_time
-0,AAPL,"[82374.95888874859, 90121.7583477231, 102357.30589887485, 99244.75976751826, 91446.51358100999, 97576.33502601803, 93961.12135296836, 96978.48167498375, 114471.59455283095, 116322.65842952025, 139331.3945887559, 164000]"
-1,ABBV,"[41900.3452137478, 49803.17302135305, 49787.60652015463, 47834.088451652155, 59187.12676110385, 54542.249675631785, 55797.15561744897, 53151.50436029094, 57988.418530735646, 54175.97745595142, 50409.50813293917, 50000]"
-2,ABT,"[62088.38724543815, 69430.98295082977, 79155.98152690008, 78626.75435043787, 75637.67209221164, 85547.22185374165, 83327.94663951428, 79212.57612351354, 82854.86459554077, 94604.3828668968, 102878.96069495, 115000]"
-3,ACN,"[449820.5906191787, 516038.2754236617, 628579.0563189185, 702542.1241282043, 758775.9032236087, 760692.8707994807, 800476.3465355542, 768711.2454208899, 714751.8806929872, 721921.6930237862, 731570.4357689803, 738000]"
-4,ADBE,"[24604.22410252409, 26147.865563955325, 25221.944021346702, 25128.21517559912, 23753.993705581666, 22021.62716886539, 21560.955516730137, 23191.02818104946, 23317.89092730986, 24245.486983194372, 28235.52073337395, 29239]"
-5,AMAT,"[16664.2879516799, 19849.90130819691, 18526.084068065582, 21987.476721989016, 21337.318635015836, 19680.94823847691, 22965.189008064324, 22140.144448003255, 27047.681489225855, 24735.030340790647, 27043.914002736714, 33000]"
-6,AMGN,"[17899.90579500499, 16926.283781170605, 18441.561891184, 17118.608116694224, 17443.56263219607, 19491.29201768821, 20137.187898263244, 19915.02702116285, 21580.558536710047, 24554.85392096134, 24890.64923018918, 25200]"
-7,AMZN,"[783295.0693481844, 777329.6132227295, 861627.682288098, 869578.5471415255, 985338.8483487412, 1146739.5320940223, 1056960.5396178118, 1035596.3391099495, 1253226.3507399403, 1432155.1987380446, 1494924.4638578387, 1541000]"
-8,APD,"[11527.569472000865, 11813.292285158333, 12750.983064112776, 14237.068153859882, 13283.779814462143, 13857.819830962833, 14232.132056220498, 13217.572588961357, 13589.433422950957, 14251.791188199717, 16662.799551833185, 19710]"
-9,AVGO,"[20385.808804816537, 18951.502078829013, 18604.518878598792, 19118.611397638964, 21908.52689188133, 20611.81078221462, 22366.564513110512, 21285.877675157622, 19656.52100147268, 19438.612348770897, 20925.793975870758, 20000]"
-10,BA,"[70792.16284274483, 73377.4441084963, 73658.88702717339, 86632.42798909645, 96991.56691879703, 115142.28736776204, 129099.27100696565, 119330.0390149576, 121855.74644363666, 140670.02983248886, 153858.86709445872, 156000]"
-11,BAC,"[182017.4515102643, 206619.67318299098, 189142.3681743421, 191979.4384342082, 191787.08162428217, 198293.20543055562, 190765.70531230423, 217917.25172810935, 214272.10692060352, 205648.98006316266, 189559.28436748922, 217000]"
-12,BDX,"[64963.91157943742, 60232.3611078858, 58933.4693683252, 54570.98397943584, 63558.48374750721, 58397.03947935945, 53099.576388750706, 55874.824267929944, 56253.40679757134, 51753.78205412243, 61791.143677808104, 77000]"
-13,BIDU,"[13882.05578266348, 13724.789925845034, 16467.17726289452, 19622.69927090087, 21996.234450504402, 23014.470900276865, 28228.993884958414, 29313.248739703435, 29163.952406304576, 34338.05152096314, 35238.813168296954, 41300]"
-14,BMY,"[21275.09594248867, 25114.944710968957, 29997.61927553249, 27495.678857103892, 29833.113608256022, 28826.824567572407, 26658.554459164036, 26892.27609569043, 25426.113140106063, 23822.606155129, 28509.116044265753, 34300]"
+0,AAPL,"[130018.38468363398, 141076.8005355685, 155784.846765916, 144068.2496395892, 147585.78791850968, 144161.53938975144, 135335.386838129, 157892.8911702549, 172435.29424948394, 171232.72613010253, 174697.1108963188, 164000]"
+1,ABBV,"[17742.51514057005, 20262.647494095814, 25219.441061761645, 31521.595984653097, 31713.15695487243, 33785.84875669344, 39268.23094048308, 45271.03896761534, 44887.94176390959, 41265.84616889874, 41242.22438033375, 50000]"
+2,ABT,"[67993.18650616032, 72007.02125533295, 67778.78644229041, 67126.66372420955, 61223.54767586611, 70968.13651285366, 73542.49598563302, 85846.91467915138, 99437.3078972557, 94139.12963708657, 112032.22052793686, 115000]"
+3,ACN,"[468063.99883928464, 484000.93672438036, 498498.8244353208, 552398.5551404932, 618395.4454875157, 669536.2120281755, 611778.078074895, 642367.7485116324, 633282.4660061151, 674525.8724125386, 700888.3295343312, 738000]"
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+81,UNH,"[176299.28226869873, 195968.3433534386, 180363.7643573665, 219801.37182417235, 220315.35796859005, 253399.17757006214, 268002.9820150592, 278666.147659505, 297512.5298344274, 369481.17320519633, 389748.16905118857, 400000]"
+82,UNP,"[35768.91091045835, 33614.5026311952, 34336.11457909396, 31535.4915484155, 30789.10947448529, 29994.41231340768, 27407.55009024324, 29249.176840250388, 29942.12661678626, 27312.598151195387, 25496.258334998554, 31471]"
+83,UPS,"[347132.5383062426, 318818.81920175644, 304291.5223093431, 287302.3418259323, 310125.09480703855, 288026.15115400276, 277980.44892394537, 300902.7234494146, 326964.64946607064, 389781.6057345818, 454638.2134365657, 500000]"
+84,USB,"[45307.085205417534, 41598.14229776092, 41405.09105354376, 50772.19012344404, 49774.55903263176, 54267.52624485172, 52377.63880776879, 60621.83692080148, 72604.23764130656, 80371.16574223498, 77986.5197154661, 77000]"
+85,V,"[15134.881161348463, 15576.68896245176, 18137.336693018424, 22537.168101711795, 20938.028458398647, 26051.837069986468, 29647.547474242787, 30190.249026909205, 28332.646198659866, 27432.027866678553, 26351.427528014945, 26500]"
+86,VZ,"[52338.03830979063, 58446.65202929361, 62583.76793154801, 69023.18674026399, 76999.56583188761, 92210.42735621885, 90432.60373407033, 106242.75435887775, 100987.50428941948, 98008.82632066176, 104262.44737196359, 117100]"
+87,WFC,"[148916.75316903353, 164653.27145531215, 155712.74430386384, 177614.45542612288, 200864.32567685415, 230452.0849135655, 223654.01307350074, 215686.406907265, 237636.1532676046, 244104.69389113985, 229453.65938728524, 235591]"
+88,WMT,"[1226247.181976844, 1255127.2329908083, 1279469.8842847524, 1324939.2417726351, 1366256.9665485513, 1580888.8791099105, 1816102.366015741, 1732835.8414665412, 1644249.4141206269, 1994768.3340048473, 1823878.7379799206, 2100000]"
+89,XOM,"[29004.814517262694, 32437.942984556295, 37997.71455463602, 36526.19689451651, 44913.30300204482, 53392.90127747252, 51319.31105072764, 47154.97514353365, 42989.958074323644, 51865.16351089611, 53895.919188305576, 62000]"
--- a/Elaborated_Data/normalized_data.csv
+++ b/Elaborated_Data/normalized_data.csv
@ -1,91 +1,91 @@
 ,Unnamed: 0,Ticker,Valuation,Financial Health,Estimated Growth,Past Performance
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-63,63,NSC,101.36586853042037,60.55447099893274,98.62,72.7858647538479
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-66,66,PEP,88.94786061768049,52.9309039494008,110.23,75.58570064005832
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-69,69,PM,119.85073876884272,33.238182006680745,108.25,72.06978657720182
-70,70,PYPL,193.33300975831932,125.65411783574227,146.26,79.23875043299401
-71,71,SCHW,154.01759201257377,173.20916630274402,119.99,70.48713540796912
-72,72,SO,85.80487600994968,52.88804944862483,107.75,85.681572457534
-73,73,SPG,9.996654397458014,33.02515044863611,114.17,87.64593238546239
-74,74,SPGI,127.52131883874166,100.67491493719751,133.43,68.98828676742554
-75,75,T,62.4154643001036,59.7446556316317,69.11,78.97575456014215
-76,76,TGT,186.2853419515832,63.524603362870124,41.98,57.73409404457928
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-78,78,TMUS,197.15621675792158,46.34416253371296,199.49,78.49836132485574
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-80,80,TXN,99.30575999707457,65.69693584902097,120.95,80.05353115294714
-81,81,UNH,156.98803331417588,85.13895735772505,134.93,73.24946125157986
-82,82,UNP,108.63594543845102,45.78600115998577,116.17,66.32475976772288
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-84,84,USB,179.21741918122777,122.80336075731796,90.49,67.4823393537137
-85,85,V,160.11517917436944,81.75682714969174,141.79,79.74166492408365
-86,86,VZ,33.803385687015506,50.689478058528096,70.84,63.49717039153255
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-89,89,XOM,146.6696098368374,141.5338927985445,32.26,87.08011637537514
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--- a/presentation_notebook.ipynb
+++ b/presentation_notebook.ipynb
@ -2,7 +2,7 @@
 "cells": [
  {
   "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
@ -28,18 +28,18 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "fdff635633274867ae895d1cab7491e8",
+       "model_id": "6694062359364cc2ab6544bc4c5c8130",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
-       "interactive(children=(FloatSlider(value=6.6164130434782615, description='x', max=200.0, min=-200.0, step=1.0),…"
+       "interactive(children=(FloatSlider(value=5.746777777777778, description='x', max=200.0, min=-200.0, step=1.0), …"
      ]
     },
     "metadata": {},
@ -51,20 +51,16 @@
       "<function __main__.plot_function(x)>"
      ]
     },
-     "execution_count": 10,
+     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
-    "\n",
-    "\n",
    "\n",
    "not_normalized = pd.read_csv('Elaborated_Data/Not_Normalized.csv')\n",
    "\n",
    "\n",
-    "\n",
-    "\n",
    "average_score = not_normalized['Estimated Growth'].str.rstrip('%').astype(float).mean() #STARTING POINT (Analyt's yearly estimated growth (%) for next 5 years)\n",
    "\n",
    "slope = 0.1\n",
@ -106,18 +102,18 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "af5a85302f68434687bbd8facf8f752c",
+       "model_id": "5306c1272eb748aeb69bdd401c9262ed",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
-       "interactive(children=(FloatSlider(value=4.970859020630443, description='x', max=50.0, step=0.5), Output()), _d…"
+       "interactive(children=(FloatSlider(value=4.78006822089688, description='x', max=50.0, step=0.5), Output()), _do…"
      ]
     },
     "metadata": {},
@ -129,7 +125,7 @@
       "<function __main__.plot_function(x)>"
      ]
     },
-     "execution_count": 11,
+     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -183,18 +179,18 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "408bf7513fd64524b52b357aeac197ea",
+       "model_id": "5e249d428e5a4413969ea198ea92763e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
-       "interactive(children=(FloatSlider(value=2.794997826086956, description='x', max=30.0), Output()), _dom_classes…"
+       "interactive(children=(FloatSlider(value=2.8344899999999997, description='x', max=30.0), Output()), _dom_classe…"
      ]
     },
     "metadata": {},
@ -206,7 +202,7 @@
       "<function __main__.plot_function(x)>"
      ]
     },
-     "execution_count": 12,
+     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -258,9 +254,9 @@
 ],
 "metadata": {
  "kernelspec": {
-   "display_name": "visual-analytics",
+   "display_name": "analyticvisual",
   "language": "python",
-   "name": "python3"
+   "name": "visualanalytics"
  },
  "language_info": {
   "codemirror_mode": {
@ -272,7 +268,7 @@
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
-   "version": "3.9.16"
+   "version": "3.11.0"
  },
  "orig_nbformat": 4
 },