factor-investing/dados_acoes/KRSA3.csv

Date,Close,High,Low,Open,Volume
2024-04-16,6.599999904632568,7.0,6.5,6.900000095367432,100570
2024-04-17,6.400000095367432,6.800000190734863,6.300000190734863,6.5,69170
2024-04-18,7.0,7.099999904632568,6.5,6.5,194760
2024-04-19,7.599999904632568,7.800000190734863,6.900000095367432,6.900000095367432,67800
2024-04-22,7.5,8.0,7.400000095367432,7.599999904632568,97030
2024-04-23,8.600000381469727,8.600000381469727,7.400000095367432,7.5,219440
2024-04-24,8.699999809265137,9.0,8.399999618530273,8.600000381469727,145570
2024-04-25,8.300000190734863,8.800000190734863,8.0,8.800000190734863,122680
2024-04-26,8.600000381469727,8.600000381469727,8.0,8.399999618530273,250910
2024-04-29,8.699999809265137,8.899999618530273,8.600000381469727,8.600000381469727,192100
2024-04-30,8.399999618530273,8.699999809265137,8.300000190734863,8.5,35830
2024-05-02,8.5,8.699999809265137,8.199999809265137,8.399999618530273,145410
2024-05-03,8.5,8.699999809265137,8.300000190734863,8.600000381469727,62310
2024-05-06,7.300000190734863,8.399999618530273,6.5,8.300000190734863,436250
2024-05-07,7.5,7.5,7.099999904632568,7.400000095367432,1014970
2024-05-08,7.199999809265137,7.5,7.0,7.300000190734863,194500
2024-05-09,7.199999809265137,7.5,7.0,7.0,95040
2024-05-10,7.099999904632568,7.300000190734863,6.900000095367432,7.300000190734863,96400
2024-05-13,7.099999904632568,7.099999904632568,6.900000095367432,7.099999904632568,88790
2024-05-14,7.099999904632568,7.300000190734863,6.900000095367432,6.900000095367432,77250
2024-05-15,7.0,7.099999904632568,6.800000190734863,7.0,192580
2024-05-16,6.699999809265137,7.0,6.599999904632568,7.0,119980
2024-05-17,6.699999809265137,6.699999809265137,6.5,6.699999809265137,115380
2024-05-20,6.800000190734863,6.900000095367432,6.599999904632568,6.699999809265137,71630
2024-05-21,7.400000095367432,7.400000095367432,6.599999904632568,6.800000190734863,155950
2024-05-22,7.400000095367432,7.699999809265137,7.099999904632568,7.300000190734863,164740
2024-05-23,7.099999904632568,7.5,7.099999904632568,7.300000190734863,61460
2024-05-24,7.0,7.5,6.900000095367432,7.199999809265137,45650
2024-05-27,6.800000190734863,7.099999904632568,6.800000190734863,7.099999904632568,52440
2024-05-28,6.699999809265137,7.099999904632568,6.599999904632568,7.0,120530
2024-05-29,6.900000095367432,6.900000095367432,6.599999904632568,6.800000190734863,39500
2024-05-31,7.0,7.0,6.800000190734863,6.900000095367432,25690
2024-06-03,6.699999809265137,7.0,6.599999904632568,6.900000095367432,73230
2024-06-04,6.5,6.900000095367432,6.400000095367432,6.699999809265137,166520
2024-06-05,6.300000190734863,6.699999809265137,6.300000190734863,6.599999904632568,176610
2024-06-06,6.099999904632568,6.5,6.099999904632568,6.300000190734863,96460
2024-06-07,5.599999904632568,6.300000190734863,5.599999904632568,6.199999809265137,142780
2024-06-10,5.599999904632568,5.699999809265137,5.400000095367432,5.599999904632568,57350
2024-06-11,5.599999904632568,5.800000190734863,5.5,5.599999904632568,146120
2024-06-12,5.300000190734863,5.699999809265137,5.300000190734863,5.599999904632568,151010
2024-06-13,5.199999809265137,5.400000095367432,4.900000095367432,5.400000095367432,137390
2024-06-14,5.400000095367432,5.400000095367432,5.0,5.099999904632568,80130
2024-06-17,5.400000095367432,5.599999904632568,5.199999809265137,5.400000095367432,78630
2024-06-18,5.5,5.5,5.300000190734863,5.400000095367432,45830
2024-06-19,5.900000095367432,6.0,5.400000095367432,5.5,106140
2024-06-20,5.599999904632568,6.099999904632568,5.5,6.0,141330
2024-06-21,5.400000095367432,5.599999904632568,5.300000190734863,5.599999904632568,29850
2024-06-24,5.199999809265137,5.400000095367432,5.199999809265137,5.400000095367432,92190
2024-06-25,5.5,5.599999904632568,5.199999809265137,5.300000190734863,61250
2024-06-26,5.5,5.5,5.400000095367432,5.5,10310
2024-06-27,5.900000095367432,6.199999809265137,5.699999809265137,5.900000095367432,288910
2024-06-28,6.199999809265137,6.5,6.0,6.0,110050
2024-07-01,6.900000095367432,6.900000095367432,6.099999904632568,6.199999809265137,93740
2024-07-02,7.0,7.199999809265137,6.599999904632568,6.900000095367432,102640
2024-07-03,6.199999809265137,6.5,6.0,6.400000095367432,269820
2024-07-04,6.300000190734863,6.400000095367432,6.199999809265137,6.300000190734863,39050
2024-07-05,6.599999904632568,6.599999904632568,6.199999809265137,6.199999809265137,91050
2024-07-08,6.699999809265137,6.699999809265137,6.400000095367432,6.5,53100
2024-07-09,6.800000190734863,6.800000190734863,6.5,6.599999904632568,48850
2024-07-10,6.699999809265137,6.900000095367432,6.699999809265137,6.800000190734863,33980
2024-07-11,6.699999809265137,6.900000095367432,6.599999904632568,6.699999809265137,35740
2024-07-12,6.699999809265137,6.699999809265137,6.5,6.699999809265137,18580
2024-07-15,6.599999904632568,6.699999809265137,6.5,6.599999904632568,12170
2024-07-16,6.900000095367432,6.900000095367432,6.599999904632568,6.599999904632568,46320
2024-07-17,7.0,7.0,6.800000190734863,6.800000190734863,448420
2024-07-18,7.099999904632568,7.199999809265137,6.900000095367432,7.0,42170
2024-07-19,7.099999904632568,7.099999904632568,6.800000190734863,7.099999904632568,31110
2024-07-22,7.099999904632568,7.199999809265137,6.900000095367432,7.0,57330
2024-07-23,7.0,7.099999904632568,6.900000095367432,7.099999904632568,39100
2024-07-24,7.099999904632568,7.099999904632568,6.900000095367432,7.0,8710
2024-07-25,7.099999904632568,7.199999809265137,7.0,7.099999904632568,21270
2024-07-26,7.099999904632568,7.099999904632568,6.900000095367432,7.0,40040
2024-07-29,7.0,7.099999904632568,6.699999809265137,7.099999904632568,39890
2024-07-30,6.800000190734863,7.0,6.699999809265137,6.900000095367432,179730
2024-07-31,7.199999809265137,7.300000190734863,6.599999904632568,6.900000095367432,65330
2024-08-01,7.699999809265137,8.0,7.099999904632568,7.199999809265137,230200
2024-08-02,7.699999809265137,8.199999809265137,7.599999904632568,7.800000190734863,115390
2024-08-05,7.5,7.699999809265137,7.099999904632568,7.599999904632568,31750
2024-08-06,7.800000190734863,7.900000095367432,7.400000095367432,7.5,83510
2024-08-07,7.699999809265137,7.800000190734863,7.699999809265137,7.800000190734863,7150
2024-08-08,7.699999809265137,7.800000190734863,7.5,7.599999904632568,25010
2024-08-09,7.300000190734863,7.599999904632568,7.199999809265137,7.5,54990
2024-08-12,7.400000095367432,7.400000095367432,7.199999809265137,7.300000190734863,17390
2024-08-13,6.599999904632568,7.400000095367432,6.599999904632568,7.300000190734863,51520
2024-08-14,6.0,6.699999809265137,5.900000095367432,6.699999809265137,64500
2024-08-15,6.0,6.199999809265137,5.800000190734863,6.0,61910
2024-08-16,5.900000095367432,6.099999904632568,5.800000190734863,6.0,21510
2024-08-19,5.900000095367432,6.0,5.800000190734863,6.0,39620
2024-08-20,6.199999809265137,6.199999809265137,5.900000095367432,6.0,24580
2024-08-21,5.699999809265137,6.400000095367432,5.5,6.199999809265137,115110
2024-08-22,5.699999809265137,5.699999809265137,5.599999904632568,5.699999809265137,10640
2024-08-23,5.699999809265137,5.800000190734863,5.599999904632568,5.699999809265137,19590
2024-08-26,5.900000095367432,5.900000095367432,5.800000190734863,5.800000190734863,14610
2024-08-27,6.0,6.099999904632568,5.900000095367432,6.0,20810
2024-08-28,6.0,6.099999904632568,5.900000095367432,5.900000095367432,13440
2024-08-29,6.099999904632568,6.199999809265137,5.800000190734863,6.099999904632568,15510
2024-08-30,6.099999904632568,6.099999904632568,5.900000095367432,6.099999904632568,5020
2024-09-02,5.900000095367432,6.199999809265137,5.699999809265137,6.199999809265137,15980
2024-09-03,5.800000190734863,6.0,5.699999809265137,6.0,18280
2024-09-04,6.099999904632568,6.099999904632568,5.800000190734863,5.900000095367432,12890
2024-09-05,6.400000095367432,6.400000095367432,5.900000095367432,6.099999904632568,14040
2024-09-06,6.300000190734863,6.300000190734863,6.0,6.199999809265137,11220
2024-09-09,5.900000095367432,6.0,5.699999809265137,6.0,36030
2024-09-10,5.900000095367432,6.0,5.599999904632568,5.900000095367432,37030
2024-09-11,5.699999809265137,5.900000095367432,5.400000095367432,5.699999809265137,54840
2024-09-12,5.5,5.800000190734863,5.400000095367432,5.699999809265137,83200
2024-09-13,5.300000190734863,5.5,5.199999809265137,5.5,43400
2024-09-16,5.199999809265137,5.400000095367432,5.099999904632568,5.400000095367432,39700
2024-09-17,5.099999904632568,5.199999809265137,4.900000095367432,5.199999809265137,111440
2024-09-18,5.0,5.099999904632568,4.900000095367432,5.099999904632568,51560
2024-09-19,4.900000095367432,5.0,4.800000190734863,5.0,23130
2024-09-20,4.599999904632568,4.900000095367432,4.5,4.900000095367432,66350
2024-09-23,4.599999904632568,4.699999809265137,4.5,4.699999809265137,26070
2024-09-24,4.699999809265137,4.699999809265137,4.599999904632568,4.599999904632568,15040
2024-09-25,4.699999809265137,4.800000190734863,4.599999904632568,4.599999904632568,14020
2024-09-26,4.800000190734863,4.900000095367432,4.599999904632568,4.699999809265137,12570
2024-09-27,4.800000190734863,4.900000095367432,4.699999809265137,4.800000190734863,9150
2024-09-30,4.900000095367432,4.900000095367432,4.800000190734863,4.900000095367432,8670
2024-10-01,4.800000190734863,4.900000095367432,4.699999809265137,4.900000095367432,14840
2024-10-02,4.800000190734863,4.900000095367432,4.800000190734863,4.900000095367432,9060
2024-10-03,4.800000190734863,4.900000095367432,4.699999809265137,4.800000190734863,24720
2024-10-04,4.900000095367432,4.900000095367432,4.800000190734863,4.900000095367432,7550
2024-10-07,4.900000095367432,5.0,4.800000190734863,4.800000190734863,16830
2024-10-08,4.900000095367432,4.900000095367432,4.800000190734863,4.900000095367432,9590
2024-10-09,4.900000095367432,5.0,4.800000190734863,4.900000095367432,9540
2024-10-10,4.900000095367432,4.900000095367432,4.599999904632568,4.900000095367432,36880
2024-10-11,4.550000190734863,4.699999809265137,4.53000020980835,4.639999866485596,84800
2024-10-14,4.239999771118164,4.550000190734863,4.239999771118164,4.550000190734863,61300
2024-10-15,4.380000114440918,4.380000114440918,4.170000076293945,4.199999809265137,59700
2024-10-16,4.550000190734863,4.659999847412109,4.389999866485596,4.400000095367432,36700
2024-10-17,4.599999904632568,4.650000095367432,4.429999828338623,4.429999828338623,21000
2024-10-18,4.71999979019165,4.800000190734863,4.590000152587891,4.650000095367432,28800
2024-10-21,4.739999771118164,4.809999942779541,4.599999904632568,4.650000095367432,22100
2024-10-22,4.78000020980835,4.800000190734863,4.739999771118164,4.769999980926514,16000
2024-10-23,4.840000152587891,4.900000095367432,4.739999771118164,4.78000020980835,32200
2024-10-24,5.130000114440918,5.340000152587891,4.800000190734863,4.800000190734863,90100
2024-10-25,5.300000190734863,5.320000171661377,5.159999847412109,5.159999847412109,22600
2024-10-28,5.639999866485596,5.699999809265137,5.309999942779541,5.309999942779541,30500
2024-10-29,5.489999771118164,5.909999847412109,5.199999809265137,5.690000057220459,15200
2024-10-30,5.309999942779541,5.550000190734863,5.309999942779541,5.5,11500
2024-10-31,5.300000190734863,5.309999942779541,4.980000019073486,5.309999942779541,30000
2024-11-01,5.610000133514404,5.619999885559082,5.320000171661377,5.320000171661377,19400
2024-11-04,5.909999847412109,5.909999847412109,5.599999904632568,5.619999885559082,36200
2024-11-05,6.190000057220459,6.349999904632568,5.789999961853027,5.789999961853027,35400
2024-11-06,6.150000095367432,6.300000190734863,6.0,6.070000171661377,240100
2024-11-07,6.300000190734863,6.590000152587891,6.050000190734863,6.199999809265137,83200
2024-11-08,6.409999847412109,6.489999771118164,6.150000095367432,6.199999809265137,59800
2024-11-11,6.550000190734863,6.619999885559082,6.300000190734863,6.409999847412109,36500
2024-11-12,6.300000190734863,6.53000020980835,6.25,6.420000076293945,41100
2024-11-13,6.400000095367432,6.440000057220459,6.25,6.28000020980835,44300
2024-11-14,6.400000095367432,6.5,6.269999980926514,6.269999980926514,16900
2024-11-18,6.53000020980835,6.539999961853027,6.28000020980835,6.400000095367432,31700
2024-11-19,6.449999809265137,6.460000038146973,6.300000190734863,6.409999847412109,15700
2024-11-21,6.5,6.53000020980835,6.400000095367432,6.400000095367432,16200
2024-11-22,6.630000114440918,6.829999923706055,6.429999828338623,6.53000020980835,96200
2024-11-25,6.829999923706055,6.900000095367432,6.610000133514404,6.71999979019165,31100
2024-11-26,6.800000190734863,6.980000019073486,6.570000171661377,6.800000190734863,38800
2024-11-27,6.559999942779541,6.71999979019165,6.400000095367432,6.71999979019165,63700
2024-11-28,6.5,6.889999866485596,6.449999809265137,6.630000114440918,59700
2024-11-29,6.010000228881836,6.78000020980835,5.949999809265137,6.440000057220459,155200
2024-12-02,6.199999809265137,6.199999809265137,5.900000095367432,5.949999809265137,49400
2024-12-03,5.96999979019165,6.340000152587891,5.96999979019165,6.199999809265137,33400
2024-12-04,6.150000095367432,6.340000152587891,6.050000190734863,6.199999809265137,110700
2024-12-05,6.519999980926514,6.699999809265137,6.150000095367432,6.150000095367432,131100
2024-12-06,6.46999979019165,6.769999980926514,6.369999885559082,6.659999847412109,34900
2024-12-09,6.699999809265137,6.699999809265137,6.420000076293945,6.670000076293945,253600
2024-12-10,6.880000114440918,6.880000114440918,6.599999904632568,6.699999809265137,42200
2024-12-11,7.0,7.0,6.599999904632568,6.769999980926514,37900
2024-12-12,6.900000095367432,7.059999942779541,6.710000038146973,7.019999980926514,25800
2024-12-13,6.71999979019165,7.039999961853027,6.539999961853027,6.960000038146973,21700
2024-12-16,7.559999942779541,8.0,7.349999904632568,8.0,720500
2024-12-17,7.599999904632568,7.630000114440918,7.389999866485596,7.559999942779541,140200
2024-12-18,7.53000020980835,7.690000057220459,7.460000038146973,7.630000114440918,225700
2024-12-19,7.630000114440918,7.630000114440918,7.429999828338623,7.489999771118164,390500
2024-12-20,7.949999809265137,8.149999618530273,7.539999961853027,7.579999923706055,255200
2024-12-23,8.180000305175781,8.199999809265137,7.949999809265137,7.949999809265137,152200
2024-12-26,8.220000267028809,8.25,7.900000095367432,8.1899995803833,724800
2024-12-27,8.210000038146973,8.220000267028809,8.100000381469727,8.100000381469727,40700
2024-12-30,8.199999809265137,8.260000228881836,8.100000381469727,8.25,40000
2025-01-02,8.1899995803833,8.199999809265137,8.100000381469727,8.199999809265137,36400
2025-01-03,8.15999984741211,8.25,8.149999618530273,8.199999809265137,43000
2025-01-06,8.220000267028809,8.220000267028809,8.050000190734863,8.050000190734863,92100
2025-01-07,8.199999809265137,8.199999809265137,8.109999656677246,8.15999984741211,52000
2025-01-08,8.25,8.25,8.149999618530273,8.15999984741211,86600
2025-01-09,8.279999732971191,8.279999732971191,8.15999984741211,8.199999809265137,28400
2025-01-10,8.279999732971191,8.279999732971191,8.220000267028809,8.279999732971191,19700
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2025-01-15,8.420000076293945,8.470000267028809,8.199999809265137,8.199999809265137,215400
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2025-01-22,8.619999885559082,8.630000114440918,8.460000038146973,8.460000038146973,27100
2025-01-23,8.529999732971191,8.550000190734863,8.470000267028809,8.550000190734863,18700
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2025-01-27,8.510000228881836,8.630000114440918,8.449999809265137,8.5,79500
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2025-01-29,8.59000015258789,8.59000015258789,8.359999656677246,8.550000190734863,88200
2025-01-30,8.5,8.600000381469727,8.5,8.520000457763672,26200
2025-01-31,8.59000015258789,8.59000015258789,8.420000076293945,8.5,6400
2025-02-03,8.600000381469727,8.640000343322754,8.399999618530273,8.640000343322754,34500
2025-02-04,8.600000381469727,8.619999885559082,8.460000038146973,8.510000228881836,27000
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2025-02-07,8.550000190734863,8.569999694824219,8.5,8.550000190734863,14200
2025-02-10,8.510000228881836,8.569999694824219,8.510000228881836,8.550000190734863,21900
2025-02-11,8.550000190734863,8.5600004196167,8.510000228881836,8.510000228881836,29800
2025-02-12,8.5,8.5600004196167,8.479999542236328,8.529999732971191,16300
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2025-02-14,8.550000190734863,8.5600004196167,8.510000228881836,8.510000228881836,17500
2025-02-17,8.59000015258789,8.59000015258789,8.489999771118164,8.510000228881836,34200
2025-02-18,8.600000381469727,8.649999618530273,8.550000190734863,8.600000381469727,40000
2025-02-19,8.670000076293945,8.699999809265137,8.600000381469727,8.600000381469727,59900
2025-02-20,8.65999984741211,8.680000305175781,8.630000114440918,8.630000114440918,28800
2025-02-21,8.670000076293945,8.699999809265137,8.65999984741211,8.65999984741211,32300
2025-02-24,8.710000038146973,8.729999542236328,8.649999618530273,8.670000076293945,90400
2025-02-25,8.720000267028809,8.720000267028809,8.6899995803833,8.6899995803833,14600
2025-02-26,8.729999542236328,8.739999771118164,8.699999809265137,8.699999809265137,15200
2025-02-27,8.720000267028809,8.729999542236328,8.699999809265137,8.710000038146973,12300
2025-02-28,8.729999542236328,8.75,8.699999809265137,8.710000038146973,84700
2025-03-05,8.729999542236328,8.75,8.710000038146973,8.75,17000
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2025-03-07,8.75,8.789999961853027,8.699999809265137,8.699999809265137,104800
2025-03-10,8.75,8.779999732971191,8.75,8.75,6200
2025-03-11,8.760000228881836,8.770000457763672,8.75,8.75,5200
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2025-03-14,8.770000457763672,8.800000190734863,8.75,8.75,20700
2025-03-17,8.850000381469727,9.0,8.420000076293945,8.699999809265137,64100
2025-03-18,8.75,8.789999961853027,8.149999618530273,8.789999961853027,18000
2025-03-19,8.75,8.75,8.510000228881836,8.739999771118164,7100
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2025-03-21,8.65999984741211,8.800000190734863,8.65999984741211,8.680000305175781,16400
2025-03-24,8.920000076293945,8.949999809265137,8.680000305175781,8.739999771118164,62400
2025-03-25,8.800000190734863,10.0,8.75,8.949999809265137,618300
2025-03-26,8.8100004196167,8.949999809265137,8.8100004196167,8.949999809265137,153000
2025-03-27,8.8100004196167,8.9399995803833,8.8100004196167,8.819999694824219,2000
2025-03-28,8.819999694824219,8.819999694824219,8.819999694824219,8.819999694824219,1300
2025-03-31,8.819999694824219,8.859999656677246,8.819999694824219,8.829999923706055,43500
2025-04-01,8.850000381469727,8.850000381469727,8.829999923706055,8.84000015258789,1000
2025-04-02,8.829999923706055,8.850000381469727,8.829999923706055,8.84000015258789,16900
2025-04-03,8.84000015258789,8.84000015258789,8.84000015258789,8.84000015258789,1900
2025-04-04,8.84000015258789,8.84000015258789,8.84000015258789,8.84000015258789,30200
2025-04-07,8.850000381469727,8.859999656677246,8.850000381469727,8.850000381469727,17200
2025-04-08,8.859999656677246,8.859999656677246,8.850000381469727,8.850000381469727,900
2025-04-09,8.880000114440918,8.880000114440918,8.859999656677246,8.859999656677246,2000
2025-04-10,8.859999656677246,8.869999885559082,8.859999656677246,8.859999656677246,2100
2025-04-11,8.880000114440918,8.880000114440918,8.869999885559082,8.880000114440918,1500