python-for-finances/factor-investing/dados_acoes/FESA4.csv

Date,Close,High,Low,Open,Volume
2024-04-16,7.636743068695068,7.805200925143447,7.62738410055453,7.7022540606381815,1062000
2024-04-17,7.627384662628174,7.805201500320686,7.627384662628174,7.711613597059323,888000
2024-04-18,7.580590724945068,7.711612703301364,7.5618727894540045,7.618025703406909,764500
2024-04-19,7.749047756195068,7.833276681673325,7.599307840909413,7.636742819730826,884100
2024-04-22,7.664819240570068,7.8145600563829625,7.627384259746931,7.795842119711222,887200
2024-04-23,7.692896842956543,7.805201795606659,7.62738495118699,7.655461858739838,775700
2024-04-24,7.627384662628174,7.758407548690004,7.627384662628174,7.720972565889537,508800
2024-04-25,7.505721092224121,7.627384108090007,7.468285665885148,7.627384108090007,969600
2024-04-26,7.608667373657227,7.664819399798257,7.515079473395025,7.515079473395025,682500
2024-04-29,7.711613655090332,7.730331592891617,7.56187372276165,7.655461626727276,873500
2024-04-30,7.44020938873291,7.636743262058852,7.44020938873291,7.636743262058852,1615000
2024-05-02,7.543156623840332,7.636743634620049,7.496362672190277,7.496362672190277,812800
2024-05-03,7.702253818511963,7.9175056163761015,7.580590806590844,7.580590806590844,1413800
2024-05-06,7.571232318878174,7.88007113722991,7.571232318878174,7.795842206312099,812200
2024-05-07,7.487003326416016,7.655461186866887,7.487003326416016,7.580591225004355,932300
2024-05-08,7.571232318878174,7.571232318878174,7.458926928901033,7.524438369199351,753300
2024-05-09,7.552514553070068,7.589949535156993,7.449568575461118,7.487003557548043,585700
2024-05-10,7.487003326416016,7.618026205935621,7.477644358053112,7.552514319915645,560500
2024-05-13,7.477644443511963,7.561873374700015,7.458926952832416,7.487003411981826,847200
2024-05-14,7.44020938873291,7.505721274855124,7.412133376120733,7.421491898238067,694800
2024-05-15,7.46828556060791,7.561873009485672,7.412133091281253,7.477644082365607,803600
2024-05-16,7.449568271636963,7.552514245047352,7.421491813086749,7.487003252197135,705800
2024-05-17,7.487003326416016,7.552514319915645,7.449568345484749,7.4682858359503825,635300
2024-05-20,7.730329990386963,7.739688957347482,7.430849741551935,7.487002204534733,941600
2024-05-21,7.608667373657227,7.814560218721852,7.571232392056419,7.758407300060458,631700
2024-05-22,7.664819240570068,7.833277100534359,7.580591203108267,7.627384259746931,1205700
2024-05-23,7.76776647567749,7.898788468513151,7.5899496389428265,7.6928965104798595,950100
2024-05-24,7.739690780639648,7.926865701343057,7.69289682733369,7.720972842309095,698300
2024-05-27,7.786482810974121,7.833276758087441,7.720971820527657,7.739689756381107,396000
2024-05-28,7.664819240570068,7.898788093844764,7.6461021964186715,7.8239181321984885,432700
2024-05-29,7.561873912811279,7.674178864880307,7.505721883036975,7.66481989574445,828900
2024-05-31,7.44020938873291,7.6086672494466745,7.44020938873291,7.6086672494466745,1441200
2024-06-03,7.44020938873291,7.487003338100106,7.402774407743224,7.477644369722597,1152200
2024-06-04,7.318545818328857,7.45892677188994,7.309186850086029,7.45892677188994,1263900
2024-06-05,7.29982852935791,7.393415983065539,7.224958120131627,7.309187051598583,1019000
2024-06-06,7.406381130218506,7.49118671404589,7.2650378914158384,7.302729361854181,696000
2024-06-07,7.33099889755249,7.406381845711539,7.265038593254416,7.349844634592253,695000
2024-06-10,7.246192455291748,7.349844227934422,7.227346719294697,7.349844227934422,669800
2024-06-11,7.368690013885498,7.434649865663439,7.255615147818845,7.293306620068466,875200
2024-06-12,7.340421199798584,7.481764445677753,7.265038255147773,7.368690028701535,583600
2024-06-13,7.208500862121582,7.330998368702103,7.151963655080829,7.3027295405228365,923000
2024-06-14,7.227346420288086,7.293306268890007,7.180231857585768,7.24619215550546,380900
2024-06-17,7.170809268951416,7.246192210391898,7.114272062871054,7.227346475031778,674400
2024-06-18,7.246192455291748,7.340421135277002,7.151963775306494,7.1708095113035455,541300
2024-06-19,7.453495502471924,7.462918595067664,7.227346671987587,7.2556150511392365,471600
2024-06-20,7.510032653808594,7.641952803935773,7.444072803403896,7.453495446611232,995300
2024-06-21,7.368690013885498,7.623107676229334,7.349844277760688,7.51003281016268,850200
2024-06-24,7.406381130218506,7.444072600656847,7.302729361854181,7.349843924560993,558500
2024-06-25,7.33099889755249,7.4534959636520375,7.302730067333941,7.406381845711539,458800
2024-06-26,7.510032653808594,7.575992953531075,7.330998389009171,7.359266767948961,715900
2024-06-27,7.72675895690918,7.745605142246053,7.462918652641999,7.538301596718337,784300
2024-06-28,7.60426139831543,7.75502728548053,7.594839204344289,7.641952870106705,792200
2024-07-01,7.557147979736328,7.679644593087979,7.510032964479492,7.585416359845509,610600
2024-07-02,7.575993061065674,7.632530718383321,7.510032760406944,7.5288784964068975,572000
2024-07-03,7.679644584655762,7.802142096508513,7.585416351516754,7.594839444421335,553000
2024-07-04,8.07540512084961,8.122519684523121,7.698490408732631,7.698490408732631,919800
2024-07-05,8.122519493103027,8.122519493103027,7.990598897653225,8.103674207259077,426400
2024-07-08,8.226170539855957,8.254439815640536,8.028291001176948,8.131942316480549,748600
2024-07-09,8.386360168457031,8.386360168457031,8.094251484765708,8.235594280276274,494600
2024-07-10,8.386360168457031,8.46174311254741,8.273285752321463,8.386360168457031,610900
2024-07-11,8.480588912963867,8.621931702059051,8.367514501960613,8.386359787810054,812200
2024-07-12,8.386360168457031,8.490012390557984,8.282708844991655,8.471166205217601,442900
2024-07-15,8.254440307617188,8.452320756725667,8.254440307617188,8.452320756725667,442300
2024-07-16,8.32040023803711,8.376937894885874,8.226171109501024,8.254440387243191,359200
2024-07-17,8.480588912963867,8.537126567783263,8.2732853768068,8.310976847141218,543400
2024-07-18,8.32040023803711,8.537126874215875,8.273285673769067,8.452320838260514,1137400
2024-07-19,8.122519493103027,8.348668315043659,8.103674207259077,8.329823029199707,409900
2024-07-22,8.131942749023438,8.197902598758217,7.990599058488909,8.141365841452851,467700
2024-07-23,7.905794143676758,8.103674597051892,7.8869479582907545,8.103674597051892,349200
2024-07-24,7.698490619659424,7.886947980881355,7.689067526939432,7.868102694076953,471900
2024-07-25,7.7173357009887695,7.745604978396073,7.623107472204434,7.698490414686126,440500
2024-07-26,7.74560546875,7.792720035442646,7.632531047869017,7.792720035442646,312500
2024-07-29,7.538301467895508,7.736181917373187,7.51945573219848,7.698490445979132,646400
2024-07-30,7.49118709564209,7.547724753497364,7.406381507494764,7.538301660748887,609000
2024-07-31,7.74560546875,7.8115653229383355,7.510033084604576,7.55714810061503,724200
2024-08-01,7.660799026489258,7.896370948957062,7.6136844622685835,7.811564913086962,501600
2024-08-02,7.528878211975098,7.726758657157816,7.500609833702008,7.679644094278971,430700
2024-08-05,7.538301467895508,7.632530595698427,7.274460718819341,7.425227053713343,968400
2024-08-06,7.60426139831543,7.698490527111403,7.472341247045967,7.538301547339591,352000
2024-08-07,7.623107433319092,7.6890672829952225,7.519455663276602,7.6890672829952225,451200
2024-08-08,7.623107433319092,7.670221996788708,7.538301398800893,7.613684340898058,313300
2024-08-09,7.547724723815918,7.717335899443574,7.528878538393078,7.679644427233475,692000
2024-08-12,7.585415840148926,7.75502700781911,7.585415840148926,7.613684218321366,596000
2024-08-13,7.566569805145264,7.651375839974112,7.519455690820842,7.613684368787464,676600
2024-08-14,7.61368465423584,7.632530839853514,7.491187143627728,7.566570088827245,660900
2024-08-15,7.858679294586182,7.9057938577114,7.575992814470421,7.660798848368704,672300
2024-08-16,7.773873329162598,7.877524650042632,7.707913479387626,7.877524650042632,405000
2024-08-19,8.028291702270508,8.122519933874667,7.773873589804551,7.773873589804551,779600
2024-08-20,8.037713050842285,8.065982326121716,7.886947177227289,7.990598490678726,413700
2024-08-21,8.07540512084961,8.179057340658447,8.009445270888028,8.037713649637912,525600
2024-08-22,7.990599155426025,8.103674468679632,7.971753868974135,8.103674468679632,453400
2024-08-23,7.868101596832275,8.07540421594926,7.773872480044223,8.07540421594926,724800
2024-08-26,7.773873329162598,7.952907592252759,7.773873329162598,7.877524650042632,331600
2024-08-27,7.698490619659424,7.792719749588181,7.623107675170652,7.792719749588181,610100
2024-08-28,7.585415840148926,7.698490251474229,7.519455542216948,7.698490251474229,867200
2024-08-29,7.585415840148926,7.689067159204901,7.566569655610272,7.63253040286002,541700
2024-08-30,7.679644584655762,7.679644584655762,7.53830178562945,7.604261638690316,1121600
2024-09-02,7.61368465423584,7.849256582643225,7.594839367253756,7.830411295661142,439000
2024-09-03,7.387535572052002,7.6607989639380065,7.387535572052002,7.613684400102028,1175000
2024-09-04,7.547724723815918,7.585416196026018,7.406381478369151,7.44407295057925,531700
2024-09-05,7.538301467895508,7.660798974585077,7.472341168297021,7.51945573219848,743300
2024-09-06,7.419322967529297,7.57112482387806,7.40983512530489,7.4952238957036785,639500
2024-09-09,7.428810119628906,7.466760582501695,7.400347498676917,7.466760582501695,359200
2024-09-10,7.476248264312744,7.523686115685209,7.362396878132597,7.466760422595135,438000
2024-09-11,7.561636924743652,7.609075683103437,7.4288103014381575,7.485735997140512,668200
2024-09-12,7.4952239990234375,7.580612318194065,7.457273534413109,7.571124928244094,477600
2024-09-13,7.552149772644043,7.647026387538723,7.514199307648262,7.561637162690374,313100
2024-09-16,7.476248264312744,7.618562270835331,7.476248264312744,7.618562270835331,292000
2024-09-17,7.504711151123047,7.552149456585084,7.428810224307954,7.52368638282682,332500
2024-09-18,7.561636924743652,7.656513084247577,7.457273375491942,7.495223839293512,483200
2024-09-19,7.542661666870117,7.618562594211896,7.495223813484111,7.561636898705562,533300
2024-09-20,7.324446201324463,7.533174201832546,7.324446201324463,7.504711128161368,827000
2024-09-23,7.267520904541016,7.371884910512676,7.23905828171571,7.3339344451421145,669300
2024-09-24,7.590100288391113,7.684976903920187,7.314959189129354,7.3339344217541225,1078100
2024-09-25,7.267520904541016,7.647026463057096,7.258033514400991,7.647026463057096,736200
2024-09-26,7.48573637008667,7.533174678404659,7.333934507317483,7.400348048481621,752100
2024-09-27,7.286495685577393,7.552149379110176,7.286495685577393,7.4857358426256795,706000
2024-09-30,7.286495685577393,7.438297990055499,7.239057833007212,7.390859685080115,738400
2024-10-01,7.286495685577393,7.305470917086505,7.229569991050054,7.286495685577393,772800
2024-10-02,7.590100288391113,7.590100288391113,7.3339344217541225,7.343421811863891,1108900
2024-10-03,7.476248264312744,7.609075333928109,7.41932257122267,7.514198726372793,429500
2024-10-04,7.476248264312744,7.523686115685209,7.352909036414988,7.523686115685209,451600
2024-10-07,7.371884822845459,7.514199292495262,7.36239743281826,7.428810520224334,585100
2024-10-08,7.324446201324463,7.343421432970179,7.286495738033031,7.286495738033031,471200
2024-10-09,7.258033275604248,7.324446361615055,7.220082811482296,7.324446361615055,472100
2024-10-10,7.324446201324463,7.352909274995641,7.248545274741599,7.324446201324463,1065900
2024-10-11,7.267520904541016,7.343421835282138,7.23905828171571,7.343421835282138,256600
2024-10-14,7.324446201324463,7.390859738287072,7.229570043095883,7.248545274741599,615600
2024-10-15,7.277008533477783,7.400347768514239,7.248545459082748,7.371884694119203,306600
2024-10-16,7.267520904541016,7.3149592124568334,7.229570439170454,7.277008747086272,312100
2024-10-17,7.258033275604248,7.295983739726201,7.239058043543272,7.277008507665224,383200
2024-10-18,7.258033275604248,7.333934203848153,7.258033275604248,7.267520665432127,320900
2024-10-21,7.258033275604248,7.324446361615055,7.258033275604248,7.258033275604248,469600
2024-10-22,7.058793067932129,7.305471083158206,7.049305225759287,7.277008461450112,902600
2024-10-23,6.992379665374756,7.058793204655377,6.963917043115363,7.058793204655377,552500
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2024-10-25,7.077768325805664,7.163157096053241,7.001867397765691,7.001867397765691,283000
2024-10-28,7.153669357299805,7.229570286437433,7.096743660446584,7.144181967360213,304800
2024-10-29,7.1346940994262695,7.201107638386109,7.096743634993568,7.106231024899133,316100
2024-10-30,7.144181728363037,7.258033118260763,7.144181728363037,7.182132191662279,228700
2024-10-31,7.17264461517334,7.258033386960417,7.115718918117031,7.115718918117031,491300
2024-11-01,6.973404407501221,7.191619804445854,6.944941785346177,7.182132414529247,667200
2024-11-04,7.277008533477783,7.295983765606067,6.982892209286773,6.982892209286773,470500
2024-11-05,7.52368688583374,7.52368688583374,7.2580336242202845,7.277008857192674,548100
2024-11-06,7.609075546264648,7.618562483436611,7.3529092416030295,7.495223704502194,734700
2024-11-07,7.438298225402832,7.618562704240359,7.36239729696488,7.495223921731296,257500
2024-11-08,7.305471420288086,7.457273735222351,7.286496187471958,7.390860194163283,572500
2024-11-11,7.305471420288086,7.3149592628987685,7.134694324942927,7.305471420288086,427100
2024-11-12,7.476248264312744,7.580611808775282,7.30547073263733,7.30547073263733,708000
2024-11-13,7.457273483276367,7.50471133751137,7.314959015760916,7.50471133751137,298700
2024-11-14,7.182132244110107,7.428810257356557,7.182132244110107,7.40034763587688,440400
2024-11-18,7.362397193908691,7.485735974691303,7.182132265189229,7.210594886752442,657400
2024-11-19,7.599587917327881,7.647026223759215,7.400347754164626,7.400347754164626,489400
2024-11-21,7.5141987800598145,7.590099704722205,7.400347393066229,7.580611862936808,348700
2024-11-22,7.52368688583374,7.552149961494945,7.381372864743438,7.514199495550165,274000
2024-11-25,7.409835338592529,7.580612431900604,7.409835338592529,7.523686734131245,385100
2024-11-26,7.552149772644043,7.6944637901756066,7.4098353027072505,7.4098353027072505,395600
2024-11-27,7.466760635375977,7.675488635059577,7.447785403805214,7.675488635059577,359200
2024-11-28,7.371884822845459,7.533174524954887,7.239058195628082,7.533174524954887,607900
2024-11-29,7.400347709655762,7.400347709655762,7.248545401431627,7.371884635487106,505600
2024-12-02,7.561636924743652,7.561636924743652,7.3529093738350175,7.4288103014381575,408900
2024-12-03,7.476248264312744,7.675488416330598,7.466760422595135,7.552149188432842,499600
2024-12-04,7.362397193908691,7.523686438379062,7.362397193908691,7.4762485849719695,558700
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2024-12-06,7.242312431335449,7.452511730126583,7.20409445984509,7.414293758636223,628000
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2025-04-04,7.019999980926514,7.119999885559082,6.920000076293945,7.110000133514404,942900
2025-04-07,6.889999866485596,7.050000190734863,6.820000171661377,6.909999847412109,665900
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2025-04-09,7.110000133514404,7.159999847412109,6.619999885559082,6.619999885559082,918500
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2025-04-11,7.090000152587891,7.090000152587891,6.829999923706055,6.900000095367432,310500