Question: For Cisco, how many times did the 30-day and 10-day Hull Moving Average lines produce a death cross between November 30, 2021 and October 29, 2022? 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: HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P))
Data:
date,close
2021-09-27,56.220001220703125
2021-09-28,55.52000045776367
2021-09-29,55.47999954223633
2021-09-30,54.43000030517578
2021-10-01,55.13999938964844
2021-10-04,54.22999954223633
2021-10-05,54.68999862670898
2021-10-06,53.93999862670898
2021-10-07,55.02000045776367
2021-10-08,55.08000183105469
2021-10-11,54.93000030517578
2021-10-12,54.27999877929688
2021-10-13,54.619998931884766
2021-10-14,55.650001525878906
2021-10-15,55.25
2021-10-18,55.18999862670898
2021-10-19,55.7400016784668
2021-10-20,56.20000076293945
2021-10-21,55.68999862670898
2021-10-22,55.11000061035156
2021-10-25,55.13999938964844
2021-10-26,55.810001373291016
2021-10-27,56.18000030517578
2021-10-28,56.2400016784668
2021-10-29,55.970001220703125
2021-11-01,56.09999847412109
2021-11-02,57.619998931884766
2021-11-03,57.650001525878906
2021-11-04,57.119998931884766
2021-11-05,57.06999969482422
2021-11-08,57.0
2021-11-09,57.43999862670898
2021-11-10,57.77000045776367
2021-11-11,56.7599983215332
2021-11-12,56.81999969482422
2021-11-15,57.27000045776367
2021-11-16,57.0
2021-11-17,56.7599983215332
2021-11-18,53.630001068115234
2021-11-19,53.25
2021-11-22,54.59999847412109
2021-11-23,55.29999923706055
2021-11-24,55.540000915527344
2021-11-26,54.66999816894531
2021-11-29,55.7599983215332
2021-11-30,54.84000015258789
2021-12-01,55.02999877929688
2021-12-02,56.150001525878906
2021-12-03,56.22999954223633
2021-12-06,56.959999084472656
2021-12-07,58.08000183105469
2021-12-08,57.02000045776367
2021-12-09,57.54999923706055
2021-12-10,59.25
2021-12-13,58.61000061035156
2021-12-14,57.77000045776367
2021-12-15,59.93000030517578
2021-12-16,60.310001373291016
2021-12-17,60.459999084472656
2021-12-20,60.36000061035156
2021-12-21,61.02999877929688
2021-12-22,61.52999877929688
2021-12-23,62.27999877929688
2021-12-27,63.41999816894531
2021-12-28,63.52999877929688
2021-12-29,63.959999084472656
2021-12-30,63.619998931884766
2021-12-31,63.369998931884766
2022-01-03,63.15999984741211
2022-01-04,61.25
2022-01-05,60.27999877929688
2022-01-06,60.91999816894531
2022-01-07,61.130001068115234
2022-01-10,61.81999969482422
2022-01-11,62.369998931884766
2022-01-12,62.119998931884766
2022-01-13,61.5
2022-01-14,61.36000061035156
2022-01-18,59.72999954223633
2022-01-19,58.900001525878906
2022-01-20,58.08000183105469
2022-01-21,56.68000030517578
2022-01-24,56.900001525878906
2022-01-25,56.11000061035156
2022-01-26,55.33000183105469
2022-01-27,54.619998931884766
2022-01-28,55.61000061035156
2022-01-31,55.66999816894531
2022-02-01,55.369998931884766
2022-02-02,56.16999816894531
2022-02-03,55.20000076293945
2022-02-04,55.150001525878906
2022-02-07,55.16999816894531
2022-02-08,55.34000015258789
2022-02-09,56.290000915527344
2022-02-10,54.869998931884766
2022-02-11,53.900001525878906
2022-02-14,53.18000030517578
2022-02-15,54.27000045776367
2022-02-16,54.25
2022-02-17,55.77000045776367
2022-02-18,57.209999084472656
2022-02-22,56.29999923706055
2022-02-23,54.43999862670898
2022-02-24,54.72999954223633
2022-02-25,56.040000915527344
2022-02-28,55.77000045776367
2022-03-01,54.619998931884766
2022-03-02,56.150001525878906
2022-03-03,56.06999969482422
2022-03-04,56.5099983215332
2022-03-07,55.59000015258789
2022-03-08,54.400001525878906
2022-03-09,55.91999816894531
2022-03-10,54.709999084472656
2022-03-11,54.68999862670898
2022-03-14,54.29999923706055
2022-03-15,55.59999847412109
2022-03-16,55.810001373291016
2022-03-17,56.16999816894531
2022-03-18,55.970001220703125
2022-03-21,56.0
2022-03-22,56.16999816894531
2022-03-23,54.47999954223633
2022-03-24,54.5
2022-03-25,54.970001220703125
2022-03-28,55.13999938964844
2022-03-29,55.66999816894531
2022-03-30,56.04999923706055
2022-03-31,55.7599983215332
2022-04-01,55.65999984741211
2022-04-04,55.869998931884766
2022-04-05,54.91999816894531
2022-04-06,54.369998931884766
2022-04-07,54.630001068115234
2022-04-08,54.27999877929688
2022-04-11,52.880001068115234
2022-04-12,51.81999969482422
2022-04-13,52.150001525878906
2022-04-14,51.16999816894531
2022-04-18,51.11000061035156
2022-04-19,51.83000183105469
2022-04-20,53.02000045776367
2022-04-21,52.77999877929688
2022-04-22,51.36000061035156
2022-04-25,51.93999862670898
2022-04-26,50.900001525878906
2022-04-27,49.310001373291016
2022-04-28,50.630001068115234
2022-04-29,48.97999954223633
2022-05-02,49.86000061035156
2022-05-03,49.91999816894531
2022-05-04,51.58000183105469
2022-05-05,49.61000061035156
2022-05-06,49.33000183105469
2022-05-09,48.959999084472656
2022-05-10,49.54999923706055
2022-05-11,48.650001525878906
2022-05-12,48.290000915527344
2022-05-13,49.560001373291016
2022-05-16,49.0
2022-05-17,50.59999847412109
2022-05-18,48.36000061035156
2022-05-19,41.720001220703125
2022-05-20,42.93999862670898
2022-05-23,43.34999847412109
2022-05-24,43.77000045776367
2022-05-25,44.0
2022-05-26,44.9900016784668
2022-05-27,45.619998931884766
2022-05-31,45.04999923706055
2022-06-01,45.22999954223633
2022-06-02,45.790000915527344
2022-06-03,45.25
2022-06-06,45.33000183105469
2022-06-07,45.56999969482422
2022-06-08,44.91999816894531
2022-06-09,44.2599983215332
2022-06-10,43.4900016784668
2022-06-13,43.2400016784668
2022-06-14,42.90999984741211
2022-06-15,43.79999923706055
2022-06-16,43.31999969482422
2022-06-17,43.38999938964844
2022-06-21,44.13999938964844
2022-06-22,43.56999969482422
2022-06-23,42.93000030517578
2022-06-24,44.09999847412109
2022-06-27,43.77000045776367
2022-06-28,43.060001373291016
2022-06-29,42.880001068115234
2022-06-30,42.63999938964844
2022-07-01,42.59999847412109
2022-07-05,41.959999084472656
2022-07-06,42.68999862670898
2022-07-07,43.220001220703125
2022-07-08,43.38999938964844
2022-07-11,43.25
2022-07-12,42.86000061035156
2022-07-13,42.70000076293945
2022-07-14,42.33000183105469
2022-07-15,43.06999969482422
2022-07-18,42.59999847412109
2022-07-19,44.02999877929688
2022-07-20,44.130001068115234
2022-07-21,44.58000183105469
2022-07-22,44.459999084472656
2022-07-25,44.34000015258789
2022-07-26,43.83000183105469
2022-07-27,44.63999938964844
2022-07-28,45.619998931884766
2022-07-29,45.369998931884766
2022-08-01,45.27999877929688
2022-08-02,44.91999816894531
2022-08-03,45.709999084472656
2022-08-04,45.380001068115234
2022-08-05,45.0099983215332
2022-08-08,45.02000045776367
2022-08-09,44.91999816894531
2022-08-10,46.02000045776367
2022-08-11,45.900001525878906
2022-08-12,46.61000061035156
2022-08-15,46.59000015258789
2022-08-16,46.77000045776367
2022-08-17,46.65999984741211
2022-08-18,49.369998931884766
2022-08-19,48.70000076293945
2022-08-22,47.709999084472656
2022-08-23,47.40999984741211
2022-08-24,47.06999969482422
2022-08-25,47.27000045776367
2022-08-26,45.88999938964844
2022-08-29,45.709999084472656
2022-08-30,45.2400016784668
2022-08-31,44.720001220703125
2022-09-01,45.290000915527344
2022-09-02,44.59000015258789
2022-09-06,44.470001220703125
2022-09-07,45.02000045776367
2022-09-08,45.369998931884766
2022-09-09,45.77000045776367
2022-09-12,46.400001525878906
2022-09-13,44.11000061035156
2022-09-14,43.959999084472656
2022-09-15,43.290000915527344
2022-09-16,43.29999923706055
2022-09-19,43.29999923706055
2022-09-20,42.58000183105469
2022-09-21,41.59000015258789
2022-09-22,41.150001525878906
2022-09-23,40.65999984741211
2022-09-26,40.58000183105469
2022-09-27,40.52000045776367
2022-09-28,41.34000015258789
2022-09-29,40.56999969482422
2022-09-30,40.0
2022-10-03,41.290000915527344
2022-10-04,41.81999969482422
2022-10-05,41.9900016784668
2022-10-06,41.52000045776367
2022-10-07,40.27000045776367
2022-10-10,39.88999938964844
2022-10-11,39.58000183105469
2022-10-12,39.27000045776367
2022-10-13,40.61000061035156
2022-10-14,40.20000076293945
2022-10-17,41.29999923706055
2022-10-18,41.790000915527344
2022-10-19,41.880001068115234
2022-10-20,41.709999084472656
2022-10-21,42.79999923706055
2022-10-24,43.540000915527344
2022-10-25,44.36000061035156
2022-10-26,44.380001068115234
2022-10-27,44.41999816894531
2022-10-28,45.63999938964844

Indicator data:
date,30-day,10-day
2021-11-11,57.479964977797636,57.36425179760865
2021-11-12,57.54446520801941,57.18359520652078
2021-11-15,57.59480028090938,57.08580755368629
2021-11-16,57.60872678503768,57.01861596540971
2021-11-17,57.57936610997792,56.912888509576966
2021-11-18,57.33133745692536,56.060353385077576
2021-11-19,56.899029973074526,54.81477779041637
2021-11-22,56.42597617761209,53.92311087714302
2021-11-23,55.994270043048374,53.73929235284979
2021-11-24,55.64754321696511,54.10163598108773
2021-11-26,55.34990911887111,54.5241306998513
2021-11-29,55.1565283670733,55.073322215224756
2021-11-30,54.97496382409099,55.28983738061154
2021-12-01,54.814813948737246,55.30629193084408
2021-12-02,54.749884287516274,55.466332907628534
2021-12-03,54.77502954148051,55.783282790521184
2021-12-06,54.90859625416417,56.269494983403376
2021-12-07,55.19662795897454,57.036414545232596
2021-12-08,55.5236352994365,57.54436432809541
2021-12-09,55.89386943420629,57.844626771560826
2021-12-10,56.38947774839231,58.342474993310795
2021-12-13,56.90471440441719,58.75400019944316
2021-12-14,57.34606718535064,58.78025275721694
2021-12-15,57.846902400191105,59.08067705559008
2021-12-16,58.385867427292695,59.608485474249335
2021-12-17,58.93368145481233,60.178566129279865
2021-12-20,59.46383168346993,60.58986906186499
2021-12-21,59.99745204337609,60.99692919182055
2021-12-22,60.51725332157586,61.36364582716816
2021-12-23,61.04326815711127,61.82586751225018
2021-12-27,61.61924602330799,62.530452940199105
2021-12-28,62.20990991503535,63.26635173450817
2021-12-29,62.801730839308874,63.91405892420297
2021-12-30,63.34205753681907,64.2544530964861
2021-12-31,63.789414378750706,64.26000887552898
2022-01-03,64.12123904744357,63.98504965425743
2022-01-04,64.23861396228968,63.16963593839396
2022-01-05,64.12762110993853,61.9664743828051
2022-01-06,63.8857049049186,60.96655484594479
2022-01-07,63.57640747794969,60.42942372331714
2022-01-10,63.282092871990685,60.479908764001095
2022-01-11,63.05804920634061,61.017737024480645
2022-01-12,62.87319262829305,61.65054489675193
2022-01-13,62.66975043443795,61.965817657624825
2022-01-14,62.43904234349513,61.94747448160191
2022-01-18,62.087378319771055,61.34255544103757
2022-01-19,61.611503285233695,60.32811150599008
2022-01-20,61.02486094403011,59.11988996255277
2022-01-21,60.31092857798368,57.7980417270853
2022-01-24,59.56193457709419,56.75600148210622
2022-01-25,58.79367457058268,55.97538521891892
2022-01-26,58.00828626270363,55.35205192951241
2022-01-27,57.20245728537173,54.753273561265736
2022-01-28,56.47458671077605,54.558343891182325
2022-01-31,55.8339324424771,54.66469661057598
2022-02-01,55.27245874890289,54.88431213841293
2022-02-02,54.85095306587903,55.290038754241635
2022-02-03,54.501432448766565,55.50140265262488
2022-02-04,54.218654259985925,55.4930297658901
2022-02-07,54.00998709169341,55.34962602865816
2022-02-08,53.890296311600665,55.253787840255576
2022-02-09,53.9057088306386,55.429666935313826
2022-02-10,53.9473951067634,55.43183850375089
2022-02-11,53.94634637825805,55.069222529247554
2022-02-14,53.862136036315704,54.34475805879844
2022-02-15,53.78472750715029,53.8531016417224
2022-02-16,53.71775229683059,53.63185909540967
2022-02-17,53.772133747634065,54.06006107522984
2022-02-18,54.00855561341862,55.12605058303988
2022-02-22,54.31486632863253,56.128019837658826
2022-02-23,54.53111818703271,56.29774657355414
2022-02-24,54.67767578371109,55.94498880559748
2022-02-25,54.8375764768867,55.681271990381106
2022-02-28,54.986909482812365,55.542595799764
2022-03-01,55.069854267079336,55.28005048578436
2022-03-02,55.204233928803475,55.37870747344662
2022-03-03,55.36008128860091,55.636465111164135
2022-03-04,55.551803436005834,56.015898964621805
2022-03-07,55.71171557081216,56.131514793935445
2022-03-08,55.76378553096538,55.80212116819439
2022-03-09,55.802153212981416,55.56191893683539
2022-03-10,55.75291800892054,55.20401965439922
2022-03-11,55.63647774699768,54.877352593161845
2022-03-14,55.46553103429869,54.53410997872401
2022-03-15,55.35663195005027,54.616877376671994
2022-03-16,55.31168357999522,54.9428274405123
2022-03-17,55.34444552418152,55.47610030126091
2022-03-18,55.41353447726124,55.91874732585868
2022-03-21,55.5039539132067,56.21232339492952
2022-03-22,55.60358220637058,56.333888834173045
2022-03-23,55.59522446786203,55.95059553204161
2022-03-24,55.509808358086474,55.3371914141106
2022-03-25,55.405874783232214,54.85689886073874
2022-03-28,55.31323149841746,54.662747504494405
2022-03-29,55.275437578317515,54.810120927444615
2022-03-30,55.312855471539244,55.24936298408894
2022-03-31,55.3841256175161,55.6643624816278
2022-04-01,55.45978612797235,55.894231087270406
2022-04-04,55.538311149296376,55.99394828333999
2022-04-05,55.54456372223447,55.77758457299435
2022-04-06,55.46152489692934,55.2804532137784
2022-04-07,55.33730593582208,54.80083760733556
2022-04-08,55.17455646678965,54.39734290151885
2022-04-11,54.911094937341616,53.79263637041805
2022-04-12,54.53008502727768,52.93785883200289
2022-04-13,54.103900656888136,52.19807144319168
2022-04-14,53.59708243626421,51.47497004114015
2022-04-18,53.050871426982276,50.92679819049257
2022-04-19,52.55243363739342,50.79772773126158
2022-04-20,52.1880098230779,51.278222952948674
2022-04-21,51.92555720845431,51.9326064485492
2022-04-22,51.670992794105224,52.189909351233275
2022-04-25,51.4642895356045,52.22647450379651
2022-04-26,51.23258671750305,51.86622208489312
2022-04-27,50.89703558139049,50.978101306491425
2022-04-28,50.592670854001064,50.29728370820633
2022-04-29,50.239429682659846,49.595172569968476
2022-05-02,49.92545876014189,49.2463341106068
2022-05-03,49.6775984070207,49.183909121426666
2022-05-04,49.59962633372208,49.78380807433465
2022-05-05,49.51927076811432,50.08925264531916
2022-05-06,49.42773215714321,50.0881320529514
2022-05-09,49.29089020992265,49.722394615712794
2022-05-10,49.154500520904435,49.43537406921387
2022-05-11,48.96917255182848,49.01603057938393
2022-05-12,48.76182992135325,48.62020247102987
2022-05-13,48.6361629650157,48.598425027095914
2022-05-16,48.54797160391311,48.714586708762425
2022-05-17,48.59514927224873,49.23579829822887
2022-05-18,48.61122623758077,49.35315148710001
2022-05-19,48.17910004742257,47.57210106897836
2022-05-20,47.488882365893296,45.1710402286414
2022-05-23,46.66175637221251,43.15409025327124
2022-05-24,45.806760925375,42.107059910321475
2022-05-25,45.03172892662787,41.96444390036843
2022-05-26,44.463859420694334,42.758414220328284
2022-05-27,44.09058627384965,43.93555577981351
2022-05-31,43.83252385347975,44.85931321731721
2022-06-01,43.67122986933664,45.41059571468469
2022-06-02,43.61880584675779,45.76352510163279
2022-06-03,43.608372506856064,45.80071710914073
2022-06-06,43.63624826725239,45.686192437374224
2022-06-07,43.72493976415272,45.60247543412026
2022-06-08,43.82671356611355,45.4242426169039
2022-06-09,43.91683887303944,45.03550437002471
2022-06-10,43.96915894388725,44.42119127909342
2022-06-13,43.95671174531343,43.75214138608991
2022-06-14,43.86612833166635,43.122081232552574
2022-06-15,43.774753817486506,42.90515192975901
2022-06-16,43.657575325367695,42.8951820219406
2022-06-17,43.530134398210855,43.03047453755081
2022-06-21,43.45046226255355,43.35723174124053
2022-06-22,43.37880699075678,43.6084336328988
2022-06-23,43.27185643254215,43.56016112048217
2022-06-24,43.21942084965314,43.620878184925424
2022-06-27,43.193743401530824,43.6913935150763
2022-06-28,43.14571946653414,43.58587889237837
2022-06-29,43.07992606501425,43.332667371961804
2022-06-30,42.994323641732606,43.01984921079694
2022-07-01,42.88945551431308,42.70672746523462
2022-07-05,42.742077632480196,42.327151042283184
2022-07-06,42.621269212401465,42.190776655409074
2022-07-07,42.55940394206713,42.36356472053913
2022-07-08,42.554140837611264,42.73990843031141
2022-07-11,42.58519785317041,43.09339366874309
2022-07-12,42.61690941048352,43.25322234799163
2022-07-13,42.62735362459682,43.18233387879652
2022-07-14,42.59857031367586,42.89790004383434
2022-07-15,42.59078334698968,42.7490818717263
2022-07-18,42.57374032447842,42.63617214626736
2022-07-19,42.647981788334455,42.93203998141818
2022-07-20,42.799707198741196,43.423403452863596
2022-07-21,43.02980226455197,44.04832317467892
2022-07-22,43.292963587169574,44.51276783798681
2022-07-25,43.55725432324153,44.76298009699042
2022-07-26,43.76475124878695,44.65320273119994
2022-07-27,43.96572835327476,44.571445079764935
2022-07-28,44.21407164925743,44.780000124074
2022-07-29,44.48010914751278,45.10883789447823
2022-08-01,44.74743224359327,45.38315048603096
2022-08-02,44.982456337986875,45.457493360114825
2022-08-03,45.22042204716727,45.55453361742425
2022-08-04,45.42236140083669,45.55737262687298
2022-08-05,45.56413513142575,45.44478705435088
2022-08-08,45.653794273731954,45.273686499547466
2022-08-09,45.68773613905822,45.100666184858845
2022-08-10,45.742584163433335,45.214211789526125
2022-08-11,45.81019466851347,45.474686990603054
2022-08-12,45.932910245122876,45.94254609310266
2022-08-15,46.088558426997146,46.39109172243061
2022-08-16,46.26712454477946,46.770354388458564
2022-08-17,46.43332682059231,46.95027332883893
2022-08-18,46.747462693354564,47.6479697217845
2022-08-19,47.117807933438215,48.35908064408735
2022-08-22,47.45390006061951,48.693726865209705
2022-08-23,47.72544235926803,48.55574700326631
2022-08-24,47.905464209553166,48.118090423429855
2022-08-25,48.008912256302374,47.60184826706395
2022-08-26,47.98075595650622,46.88982809432829
2022-08-29,47.8511361669725,46.203797642871585
2022-08-30,47.62114589171598,45.55989900454127
2022-08-31,47.28984241198468,44.97401066019078
2022-09-01,46.93252461409484,44.672263625173855
2022-09-02,46.53523367003301,44.4821020685061
2022-09-06,46.11670871119345,44.35469810408775
2022-09-07,45.73409052052378,44.402384810014205
2022-09-08,45.41555070651474,44.65895998405688
2022-09-09,45.1764119780619,45.06775760457973
2022-09-12,45.060728161992984,45.63503051141296
2022-09-13,44.90573574257581,45.615242882930865
2022-09-14,44.71302136643386,45.15678817286636
2022-09-15,44.45853642576484,44.35327306034589
2022-09-16,44.1720940498981,43.59994956122504
2022-09-19,43.88669605501237,43.04413098807287
2022-09-20,43.591125786347206,42.649121132282296
2022-09-21,43.24060604997861,42.161384058480316
2022-09-22,42.83770753839964,41.597142128992566
2022-09-23,42.37763444100657,40.980122009431476
2022-09-26,41.893331680161126,40.47031424936622
2022-09-27,41.415678700136034,40.14299098313456
2022-09-28,41.020481956919454,40.23178875470402
2022-09-29,40.661427801672275,40.36705091457174
2022-09-30,40.31466573366554,40.350020267987496
2022-10-03,40.074180399166636,40.512282858954535
2022-10-04,39.96709001780411,40.9138282660282
2022-10-05,39.97535780793877,41.4138387583723
2022-10-06,40.04979226238838,41.74626327668778
2022-10-07,40.089960759344066,41.59580886147239
2022-10-10,40.06687934889161,41.03847520616319
2022-10-11,39.98207544169546,40.29627332591047
2022-10-12,39.84677903835064,39.58975820445051
2022-10-13,39.7757543216555,39.418334028455945
2022-10-14,39.74431922598124,39.555334056507455
2022-10-17,39.81077794980832,40.102364068079474
2022-10-18,39.97473527245197,40.84358615682583
2022-10-19,40.20275429182155,41.56665697964755
2022-10-20,40.44835207580238,41.99794970425692
2022-10-21,40.76068707797689,42.43580789662371
2022-10-24,41.141804226290795,42.95908063638089
2022-10-25,41.60959881854314,43.64857580011542
2022-10-26,42.13067984249429,44.27981860998906
2022-10-27,42.675704472039335,44.746070846403484
2022-10-28,43.28491115474359,45.24736339684688

Answer: 14.0