diff --git a/Elaborated_Data/Not_Normalized.csv b/Elaborated_Data/Not_Normalized.csv index 2a51bbc..9ce4086 100644 --- 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 diff --git a/Elaborated_Data/employees_over_time.csv b/Elaborated_Data/employees_over_time.csv index 29445fa..438cf85 100644 --- 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, 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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]" +4,ADBE,"[13574.048766528136, 15644.07909414357, 18184.873403062422, 21931.914992237726, 24491.99871748578, 30309.98321910754, 28692.65148298806, 27166.96568650849, 28874.528480726145, 27309.574081785835, 30914.643445037855, 29239]" +5,AMAT,"[15247.468651733132, 16503.918216228845, 18577.08228780859, 18492.291926036018, 20385.75127451669, 20272.273969134192, 22176.507796861493, 23770.405902662136, 28596.211789310626, 31831.16503045951, 33951.667690165144, 33000]" +6,AMGN,"[11057.031486033648, 12017.83660661494, 13935.274696162429, 13044.520035331027, 14117.174087341373, 14386.479050479906, 17869.572870877073, 19131.3636708832, 21111.73551202393, 23360.342325998914, 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"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 @@ "" ] }, - "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 @@ "" ] }, - "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 @@ "" ] }, - "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 },