Question: During August 29, 2023 to March 27, 2024, what percentage of trading days showed short alignment of Leidos's 5, 10, 20-day Simple Moving Average lines? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i}
Data:
date,close,low,open
2023-08-02,98.5500030517578,98.3000030517578,99.98999786376952
2023-08-03,98.4000015258789,97.5999984741211,98.70999908447266
2023-08-04,97.0999984741211,96.80999755859376,99.08000183105467
2023-08-07,97.62999725341795,96.93000030517578,97.23999786376952
2023-08-08,97.0,96.36000061035156,97.44000244140624
2023-08-09,97.55999755859376,96.68000030517578,96.94000244140624
2023-08-10,97.33000183105467,96.7699966430664,97.26000213623048
2023-08-11,97.66000366210938,96.7300033569336,97.38999938964844
2023-08-14,98.16999816894533,97.4499969482422,97.77999877929688
2023-08-15,97.5999984741211,97.45999908447266,97.86000061035156
2023-08-16,96.79000091552734,96.72000122070312,97.52999877929688
2023-08-17,96.30999755859376,96.23999786376952,96.9000015258789
2023-08-18,96.0999984741211,95.5999984741211,96.04000091552734
2023-08-21,96.47000122070312,95.6500015258789,95.79000091552734
2023-08-22,95.38999938964844,95.0999984741211,96.02999877929688
2023-08-23,95.5,94.98999786376952,95.56999969482422
2023-08-24,96.41000366210938,94.98999786376952,95.0
2023-08-25,95.79000091552734,95.52999877929688,96.91000366210938
2023-08-28,96.86000061035156,95.48999786376952,95.72000122070312
2023-08-29,96.83000183105467,96.12999725341795,97.0
2023-08-30,97.95999908447266,97.16999816894533,97.2300033569336
2023-08-31,97.51000213623048,97.45999908447266,98.4499969482422
2023-09-01,98.83999633789062,98.4499969482422,98.4499969482422
2023-09-05,97.45999908447266,97.45999908447266,98.52999877929688
2023-09-06,96.51000213623048,96.4000015258789,97.30999755859376
2023-09-07,95.73999786376952,95.27999877929688,96.76000213623048
2023-09-08,95.8000030517578,95.31999969482422,95.69000244140624
2023-09-11,95.9000015258789,95.16000366210938,95.56999969482422
2023-09-12,95.77999877929688,95.01000213623048,95.37000274658205
2023-09-13,95.02999877929688,94.55999755859376,96.0500030517578
2023-09-14,95.12999725341795,94.56999969482422,95.0
2023-09-15,94.04000091552734,93.31999969482422,94.8000030517578
2023-09-18,93.56999969482422,93.37999725341795,94.33000183105467
2023-09-19,93.69000244140624,93.11000061035156,93.6999969482422
2023-09-20,93.8499984741211,93.58999633789062,94.19000244140624
2023-09-21,92.4000015258789,92.36000061035156,93.68000030517578
2023-09-22,91.12999725341795,90.9800033569336,92.3000030517578
2023-09-25,91.36000061035156,90.81999969482422,90.94000244140624
2023-09-26,90.9800033569336,90.58999633789062,90.86000061035156
2023-09-27,91.98999786376952,90.9800033569336,91.20999908447266
2023-09-28,92.13999938964844,91.83999633789062,92.16000366210938
2023-09-29,92.16000366210938,91.48999786376952,92.37000274658205
2023-10-02,93.1999969482422,91.87999725341795,92.0199966430664
2023-10-03,92.6500015258789,92.52999877929688,93.61000061035156
2023-10-04,91.33000183105467,90.62999725341795,92.54000091552734
2023-10-05,90.4499969482422,89.9000015258789,91.1999969482422
2023-10-06,90.9800033569336,89.22000122070312,89.94999694824219
2023-10-09,94.41000366210938,91.83999633789062,91.83999633789062
2023-10-10,94.29000091552734,93.87999725341795,94.6999969482422
2023-10-11,95.63999938964844,94.31999969482422,94.37999725341795
2023-10-12,94.51000213623048,93.6999969482422,95.83999633789062
2023-10-13,94.88999938964844,94.12999725341795,95.29000091552734
2023-10-16,95.41000366210938,94.7699966430664,95.41000366210938
2023-10-17,95.47000122070312,95.2300033569336,95.43000030517578
2023-10-18,94.2699966430664,94.0999984741211,95.36000061035156
2023-10-19,93.41000366210938,93.1999969482422,94.27999877929688
2023-10-20,92.70999908447266,92.68000030517578,94.0
2023-10-23,91.87999725341795,91.87999725341795,92.38999938964844
2023-10-24,91.01000213623048,90.83000183105467,92.41999816894533
2023-10-25,91.31999969482422,91.06999969482422,91.06999969482422
2023-10-26,92.06999969482422,90.63999938964844,91.33000183105467
2023-10-27,90.48999786376952,90.3000030517578,91.55999755859376
2023-10-30,91.79000091552734,90.52999877929688,92.31999969482422
2023-10-31,99.12000274658205,94.56999969482422,95.5199966430664
2023-11-01,101.18000030517578,98.29000091552734,100.02999877929688
2023-11-02,103.18000030517578,100.16999816894533,101.25
2023-11-03,103.94000244140624,103.5,103.66000366210938
2023-11-06,103.31999969482422,102.81999969482422,103.73999786376952
2023-11-07,102.80999755859376,102.58000183105467,103.0199966430664
2023-11-08,103.01000213623048,102.20999908447266,102.7699966430664
2023-11-09,102.51000213623048,102.2699966430664,103.3499984741211
2023-11-10,103.5500030517578,102.75,103.0
2023-11-13,104.41000366210938,102.72000122070312,103.45999908447266
2023-11-14,104.9800033569336,103.81999969482422,104.95999908447266
2023-11-15,104.95999908447266,104.3000030517578,105.01000213623048
2023-11-16,104.66999816894533,104.62999725341795,105.1500015258789
2023-11-17,105.26000213623048,104.93000030517578,105.9499969482422
2023-11-20,105.91999816894533,104.72000122070312,105.0
2023-11-21,105.66999816894533,105.33999633789062,105.9499969482422
2023-11-22,106.31999969482422,105.5,105.68000030517578
2023-11-24,106.76000213623048,106.48999786376952,106.72000122070312
2023-11-27,106.75,106.13999938964844,106.52999877929688
2023-11-28,106.33999633789062,106.33000183105467,106.87999725341795
2023-11-29,106.22000122070312,105.73999786376952,106.58999633789062
2023-11-30,107.31999969482422,105.70999908447266,106.27999877929688
2023-12-01,108.94000244140624,106.8000030517578,107.12999725341795
2023-12-04,111.3000030517578,109.0,109.1500015258789
2023-12-05,110.0,109.7699966430664,111.0
2023-12-06,109.6999969482422,109.33999633789062,109.80999755859376
2023-12-07,108.68000030517578,108.37000274658205,109.9800033569336
2023-12-08,108.48999786376952,108.27999877929688,108.91000366210938
2023-12-11,108.30999755859376,107.79000091552734,108.61000061035156
2023-12-12,109.01000213623048,107.88999938964844,108.26000213623048
2023-12-13,110.18000030517578,108.7699966430664,109.05999755859376
2023-12-14,108.69000244140624,107.5199966430664,109.9800033569336
2023-12-15,107.5500030517578,106.91000366210938,107.69000244140624
2023-12-18,107.88999938964844,107.1999969482422,108.1999969482422
2023-12-19,107.70999908447266,107.4000015258789,107.93000030517578
2023-12-20,105.87999725341795,105.70999908447266,107.6500015258789
2023-12-21,106.58999633789062,105.5199966430664,106.3499984741211
2023-12-22,107.62999725341795,106.91999816894533,106.91999816894533
2023-12-26,107.9000015258789,107.20999908447266,107.48999786376952
2023-12-27,107.81999969482422,107.54000091552734,107.86000061035156
2023-12-28,107.94000244140624,107.36000061035156,107.70999908447266
2023-12-29,108.23999786376952,107.7300033569336,107.95999908447266
2024-01-02,108.0,107.2699966430664,107.94000244140624
2024-01-03,107.66000366210938,106.37999725341795,107.54000091552734
2024-01-04,107.81999969482422,107.37000274658205,108.41999816894533
2024-01-05,108.73999786376952,107.51000213623048,109.1999969482422
2024-01-08,110.16999816894533,108.18000030517578,109.01000213623048
2024-01-09,110.22000122070312,109.44000244140624,110.2699966430664
2024-01-10,109.70999908447266,109.43000030517578,110.13999938964844
2024-01-11,108.81999969482422,108.3000030517578,109.6500015258789
2024-01-12,110.19000244140624,108.8000030517578,108.8000030517578
2024-01-16,108.73999786376952,108.13999938964844,109.88999938964844
2024-01-17,108.51000213623048,108.0199966430664,108.0199966430664
2024-01-18,109.7300033569336,107.7300033569336,108.62000274658205
2024-01-19,109.87999725341795,109.06999969482422,110.0
2024-01-22,111.2699966430664,110.16000366210938,110.16000366210938
2024-01-23,110.56999969482422,110.27999877929688,111.37000274658205
2024-01-24,110.16000366210938,110.0500030517578,111.0199966430664
2024-01-25,110.7300033569336,108.9499969482422,110.91999816894533
2024-01-26,111.5500030517578,110.95999908447266,111.62999725341795
2024-01-29,111.51000213623048,110.58000183105467,111.33000183105467
2024-01-30,111.61000061035156,111.1999969482422,111.56999969482422
2024-01-31,110.47000122070312,110.16000366210938,111.94000244140624
2024-02-01,110.8499984741211,109.66000366210938,110.66999816894533
2024-02-02,110.93000030517578,110.04000091552734,110.62000274658205
2024-02-05,110.7300033569336,108.97000122070312,110.1500015258789
2024-02-06,112.16000366210938,110.61000061035156,110.6500015258789
2024-02-07,113.08000183105467,111.9499969482422,112.33000183105467
2024-02-08,113.2699966430664,112.52999877929688,112.9000015258789
2024-02-09,113.52999877929688,112.98999786376952,113.62999725341795
2024-02-12,114.55999755859376,113.66999816894533,113.8000030517578
2024-02-13,121.27999877929688,118.4000015258789,119.6500015258789
2024-02-14,121.5,119.30999755859376,121.93000030517578
2024-02-15,122.19000244140624,120.9800033569336,122.37000274658205
2024-02-16,123.83000183105467,121.04000091552734,122.1999969482422
2024-02-20,123.5,123.23999786376952,123.83999633789062
2024-02-21,123.9499969482422,122.76000213623048,123.48999786376952
2024-02-22,124.75,123.58000183105467,124.0
2024-02-23,126.05999755859376,125.1999969482422,125.1999969482422
2024-02-26,125.69000244140624,125.44000244140624,126.25
2024-02-27,126.58000183105467,125.33999633789062,125.5
2024-02-28,126.55999755859376,126.1500015258789,126.75
2024-02-29,127.86000061035156,126.45999908447266,126.6500015258789
2024-03-01,127.44000244140624,126.79000091552734,129.0
2024-03-04,129.52000427246094,127.44000244140624,127.81999969482422
2024-03-05,129.3000030517578,128.3800048828125,129.8000030517578
2024-03-06,129.8300018310547,128.52999877929688,129.30999755859375
2024-03-07,129.7899932861328,128.38999938964844,130.22999572753906
2024-03-08,128.75999450683594,128.11000061035156,129.7100067138672
2024-03-11,127.25,126.68000030517578,127.9499969482422
2024-03-12,127.23999786376952,125.87000274658205,127.06999969482422
2024-03-13,128.07000732421875,127.13999938964844,127.62000274658205
2024-03-14,127.79000091552734,125.80999755859376,127.4800033569336
2024-03-15,127.91999816894533,126.20999908447266,126.4800033569336
2024-03-18,126.3499984741211,125.55999755859376,127.22000122070312
2024-03-19,127.87999725341795,126.43000030517578,126.43000030517578
2024-03-20,127.87999725341795,127.31999969482422,127.91999816894533
2024-03-21,129.14999389648438,127.4499969482422,128.11000061035156
2024-03-22,129.13999938964844,128.67999267578125,129.5
2024-03-25,128.22000122070312,128.22000122070312,129.2100067138672
2024-03-26,129.36000061035156,128.07000732421875,128.07000732421875
2024-03-27,130.5399932861328,129.61000061035156,130.3000030517578

Indicator data:
date,5-day,10-day,20-day
2023-08-29,96.27800140380859,96.24500045776367,96.97250022888184
2023-08-30,96.77000122070312,96.3620002746582,96.94300003051758
2023-08-31,96.99000091552735,96.48200073242188,96.89850006103515
2023-09-01,97.6,96.75600051879883,96.98549995422363
2023-09-05,97.71999969482422,96.85500030517578,96.97700004577636
2023-09-06,97.65599975585937,96.96700057983398,96.95250015258789
2023-09-07,97.21199951171874,96.99100036621094,96.86150016784669
2023-09-08,96.86999969482422,96.93000030517578,96.78500022888184
2023-09-11,96.28200073242188,96.94100036621094,96.6970001220703
2023-09-12,95.94600067138671,96.83300018310547,96.57750015258789
2023-09-13,95.65,96.65299987792969,96.44900016784668
2023-09-14,95.52799987792969,96.36999969482422,96.36599998474121
2023-09-15,95.17599945068359,96.0229995727539,96.25250015258788
2023-09-18,94.70999908447266,95.49599990844726,96.12600021362304
2023-09-19,94.29199981689452,95.11900024414062,95.9870002746582
2023-09-20,94.05599975585936,94.85299987792969,95.91000022888184
2023-09-21,93.51000061035157,94.51900024414063,95.75500030517578
2023-09-22,92.9279998779297,94.05199966430663,95.49099998474121
2023-09-25,92.48600006103516,93.5979995727539,95.26949996948242
2023-09-26,91.94400024414062,93.11800003051758,94.97550010681152
2023-09-27,91.5720001220703,92.81399993896483,94.73349990844727
2023-09-28,91.51999969482422,92.51500015258787,94.44249992370605
2023-09-29,91.7260009765625,92.32700042724608,94.175
2023-10-02,92.09400024414063,92.2900001525879,93.89300003051758
2023-10-03,92.4279998779297,92.18600006103516,93.65250015258789
2023-10-04,92.29600067138672,91.9340003967285,93.3935001373291
2023-10-05,91.95800018310547,91.73899993896484,93.12900009155274
2023-10-06,91.72200012207031,91.7240005493164,92.88800010681152
2023-10-09,91.96400146484375,92.02900085449218,92.81350021362304
2023-10-10,92.29200134277343,92.36000061035156,92.73900032043457
2023-10-11,93.15400085449218,92.72500076293946,92.76950035095214
2023-10-12,93.96600189208985,92.96200103759767,92.73850059509277
2023-10-13,94.74800109863281,93.23500061035158,92.78100051879883
2023-10-16,94.94800109863282,93.45600128173828,92.87300071716308
2023-10-17,95.18400115966797,93.73800125122071,92.96200065612793
2023-10-18,94.91000061035156,94.03200073242189,92.98300056457519
2023-10-19,94.69000091552735,94.3280014038086,93.03350067138672
2023-10-20,94.25400085449219,94.5010009765625,93.11250076293945
2023-10-23,93.54799957275391,94.24800033569336,93.13850059509278
2023-10-24,92.65599975585937,93.92000045776368,93.14000053405762
2023-10-25,92.06600036621094,93.48800048828124,93.10650062561035
2023-10-26,91.79799957275391,93.24400024414062,93.10300064086914
2023-10-27,91.35399932861328,92.80400009155274,93.01950035095214
2023-10-30,91.33600006103515,92.44199981689454,92.94900054931641
2023-10-31,92.95800018310547,92.80699996948242,93.27250061035156
2023-11-01,94.93000030517578,93.49800033569336,93.76500053405762
2023-11-02,97.1520004272461,94.475,94.4015007019043
2023-11-03,99.84200134277344,95.59800033569336,95.04950065612793
2023-11-06,102.14800109863282,96.74200057983398,95.49500045776367
2023-11-07,102.88600006103516,97.92200012207032,95.92100028991699
2023-11-08,103.25200042724609,99.09100036621093,96.2895004272461
2023-11-09,103.11800079345703,100.13500061035157,96.68950042724609
2023-11-10,103.04000091552734,101.4410011291504,97.12250061035157
2023-11-13,103.25800170898438,102.7030014038086,97.57250061035157
2023-11-14,103.69200286865234,103.28900146484375,98.04800071716309
2023-11-15,104.08200225830078,103.66700134277343,98.5825008392334
2023-11-16,104.51400146484374,103.8160011291504,99.1455005645752
2023-11-17,104.85600128173829,103.94800109863282,99.77300071716309
2023-11-20,105.15800018310547,104.20800094604492,100.47500076293946
2023-11-21,105.2959991455078,104.49400100708007,101.2080005645752
2023-11-22,105.56799926757813,104.82500076293945,101.9580005645752
2023-11-24,105.98600006103516,105.25000076293945,102.6925006866455
2023-11-27,106.28399963378907,105.57000045776367,103.50550079345703
2023-11-28,106.36799926757813,105.7629997253418,104.23300056457519
2023-11-29,106.47799987792969,105.88699951171876,104.58800048828125
2023-11-30,106.6779998779297,106.12299957275391,104.89500045776367
2023-12-01,107.11399993896484,106.55,105.1830005645752
2023-12-04,108.02400054931641,107.15400009155273,105.55100059509277
2023-12-05,108.75600128173828,107.5620002746582,105.88500061035157
2023-12-06,109.45200042724609,107.96500015258789,106.22950057983398
2023-12-07,109.7240005493164,108.20100021362305,106.51300048828125
2023-12-08,109.63399963378906,108.37399978637696,106.8120002746582
2023-12-11,109.03599853515625,108.52999954223633,107.05
2023-12-12,108.83799896240234,108.79700012207032,107.27999992370606
2023-12-13,108.93399963378906,109.19300003051758,107.53999977111816
2023-12-14,108.93600006103516,109.33000030517579,107.72649993896485
2023-12-15,108.74800109863281,109.19100036621094,107.87050018310546
2023-12-18,108.66400146484375,108.85,108.00200004577637
2023-12-19,108.40400085449218,108.62099990844726,108.09150009155273
2023-12-20,107.54400024414062,108.23899993896484,108.10200004577636
2023-12-21,107.1239990234375,108.02999954223633,108.1154998779297
2023-12-22,107.13999786376954,107.94399948120117,108.15899963378907
2023-12-26,107.14199829101562,107.90299987792969,108.21649971008301
2023-12-27,107.16399841308593,107.78399963378907,108.29049987792969
2023-12-28,107.5759994506836,107.55999984741212,108.37649993896484
2023-12-29,107.90599975585937,107.51499938964844,108.42249984741211
2024-01-02,107.98000030517578,107.55999908447265,108.3754997253418
2024-01-03,107.93200073242187,107.53699951171875,108.19349975585938
2024-01-04,107.93200073242187,107.54799957275391,108.08449974060059
2024-01-05,108.09199981689453,107.83399963378906,108.03649978637695
2024-01-08,108.47799987792969,108.19199981689454,108.11099967956542
2024-01-09,108.92200012207032,108.45100021362305,108.1974998474121
2024-01-10,109.33199920654297,108.63199996948242,108.26749992370605
2024-01-11,109.53199920654296,108.73199996948242,108.25799980163575
2024-01-12,109.8220001220703,108.95699996948242,108.25849990844726
2024-01-16,109.53600006103515,109.00699996948242,108.26099967956543
2024-01-17,109.19400024414062,109.05800018310546,108.30899963378906
2024-01-18,109.19800109863282,109.26500015258789,108.40099983215332
2024-01-19,109.41000061035156,109.47099990844727,108.50949974060059
2024-01-22,109.6259994506836,109.72399978637695,108.77899971008301
2024-01-23,109.99199981689453,109.76399993896484,108.97799987792969
2024-01-24,110.3220001220703,109.75800018310547,109.10450019836426
2024-01-25,110.52200012207031,109.86000061035156,109.24600028991699
2024-01-26,110.85600128173829,110.13300094604492,109.43250045776367
2024-01-29,110.9040023803711,110.26500091552734,109.61100044250489
2024-01-30,111.11200256347657,110.55200119018555,109.77950057983398
2024-01-31,111.17400207519532,110.74800109863281,109.90300064086914
2024-02-01,111.19800109863282,110.86000061035156,110.06250038146973
2024-02-02,111.07400054931641,110.96500091552734,110.2180004119873
2024-02-05,110.91800079345703,110.91100158691407,110.3175006866455
2024-02-06,111.02800140380859,111.07000198364258,110.41700096130371
2024-02-07,111.55000152587891,111.36200180053712,110.56000099182128
2024-02-08,112.03400115966797,111.61600112915039,110.73800086975098
2024-02-09,112.55400085449219,111.81400070190429,110.9735008239746
2024-02-12,113.31999969482422,112.11900024414062,111.19200057983399
2024-02-13,115.14399871826171,113.08600006103515,111.81900062561036
2024-02-14,116.82799835205078,114.18899993896484,112.46850051879883
2024-02-15,118.61199951171875,115.32300033569337,113.09150047302246
2024-02-16,120.67200012207032,116.61300048828124,113.7890007019043
2024-02-20,122.46000061035156,117.89000015258789,114.40050086975097
2024-02-21,122.99400024414062,119.06899948120117,115.06950073242187
2024-02-22,123.64400024414063,120.2359992980957,115.7990005493164
2024-02-23,124.41799926757812,121.51499938964844,116.56550025939941
2024-02-26,124.78999938964844,122.73099975585937,117.27250022888184
2024-02-27,125.40599975585937,123.93300018310546,118.02600021362305
2024-02-28,125.9279998779297,124.46100006103515,118.77350006103515
2024-02-29,126.55,125.09700012207031,119.64300003051758
2024-03-01,126.8260009765625,125.62200012207032,120.47250022888184
2024-03-04,127.59200134277344,126.19100036621094,121.4020004272461
2024-03-05,128.13600158691406,126.77100067138672,122.3305004119873
2024-03-06,128.79000244140624,127.35900115966797,123.21400032043456
2024-03-07,129.1760009765625,127.86300048828124,124.04949989318848
2024-03-08,129.43999938964845,128.13300018310548,124.82399978637696
2024-03-11,128.98599853515626,128.28899993896485,125.5099998474121
2024-03-12,128.5739974975586,128.35499954223633,126.1439998626709
2024-03-13,128.2219985961914,128.50600051879883,126.48350028991699
2024-03-14,127.8220001220703,128.4990005493164,126.79800033569336
2024-03-15,127.65400085449218,128.5470001220703,127.08450012207031
2024-03-18,127.4740005493164,128.22999954223633,127.21049995422364
2024-03-19,127.6020004272461,128.08799896240234,127.42949981689453
2024-03-20,127.56399841308594,127.89299850463867,127.62599983215333
2024-03-21,127.83599700927735,127.82899856567383,127.84599952697754
2024-03-22,128.07999725341796,127.86699905395508,127.99999961853027
2024-03-25,128.45399780273436,127.9639991760254,128.12649955749512
2024-03-26,128.7499984741211,128.1759994506836,128.26549949645997
2024-03-27,129.28199768066406,128.422998046875,128.46449928283693

Answer: 14.3836