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Base class for getting all data related to ticker from Yahoo Finance API.

Format

An R6 class object

Public fields

symbol

Symbol for which data is retrieved.

Active bindings

valuation_measures

Retrieves valuation measures for most recent four quarters

recommendations

Recommended symbols

technical_insights

Technical indicators for given symbol

currency

Currency

exchange_name

Exchange name

full_exchange_name

Full exchange name

first_trade_date

First trade date

regular_market_time

Regular market time

timezone

Time zone

exchange_timezone_name

Exchange timezone name

regular_market_price

Regular market price

fifty_two_week_high

Fifty two week high

fifty_two_week_low

Fifty two week low

regular_market_day_high

Regular market day high

regular_market_day_low

Regular market day low

regular_market_volume

Regular market volume

previous_close

Previous close

Methods


Method new()

Create a new Ticker object.

Usage

Ticker$new(symbol = NA)

Arguments

symbol

Symbol.

Returns

A new `Ticker` object

Examples

aapl <- Ticker$new('aapl')


Method set_symbol()

Set a new symbol.

Usage

Ticker$set_symbol(symbol)

Arguments

symbol

New symbol

Examples

aapl <- Ticker$new('aapl')
aapl$set_symbol('msft')


Method get_history()

Retrieves historical pricing data.

Usage

Ticker$get_history(period = "ytd", interval = "1d", start = NULL, end = NULL)

Arguments

period

Length of time. Defaults to 'ytd'. Valid values are:

  • '1d'

  • '5d'

  • '1mo'

  • '3mo'

  • '6mo'

  • '1y'

  • '2y'

  • '5y'

  • '10y'

  • 'ytd'

  • 'max'

interval

Time between data points. Defaults to '1d'. Valid values are:

  • '1m'

  • '2m'

  • '5m'

  • '15m'

  • '30m'

  • '60m'

  • '90m'

  • '1h'

  • '1d'

  • '5d'

  • '1wk'

  • '1mo'

  • '3mo'

start

Specific starting date. String or date object in yyyy-mm-dd format.

end

Specific ending date. String or date object in yyyy-mm-dd format.

Returns

A data.frame.

Examples

\donttest{
aapl <- Ticker$new('aapl')
aapl$get_history(start = '2022-07-01', interval = '1d')
aapl$get_history(start = '2022-07-01', end = '2022-07-14', interval = '1d')
aapl$get_history(period = '1mo', interval = '1d')
}


Method clone()

The objects of this class are cloneable with this method.

Usage

Ticker$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

Examples


## ------------------------------------------------
## Method `Ticker$new`
## ------------------------------------------------

aapl <- Ticker$new('aapl')

## ------------------------------------------------
## Method `Ticker$set_symbol`
## ------------------------------------------------

aapl <- Ticker$new('aapl')
aapl$set_symbol('msft')

## ------------------------------------------------
## Method `Ticker$get_history`
## ------------------------------------------------

# \donttest{
aapl <- Ticker$new('aapl')
aapl$get_history(start = '2022-07-01', interval = '1d')
#>                    date    volume   high    low   open  close adj_close
#> 1   2022-07-01 13:30:00  71051600 139.04 135.66 136.04 138.93  137.0661
#> 2   2022-07-05 13:30:00  73353800 141.61 136.93 137.77 141.56  139.6609
#> 3   2022-07-06 13:30:00  74064300 144.12 141.08 141.35 142.92  141.0026
#> 4   2022-07-07 13:30:00  66253700 146.55 143.28 143.29 146.35  144.3866
#> 5   2022-07-08 13:30:00  64547800 147.55 145.00 145.26 147.04  145.0673
#> 6   2022-07-11 13:30:00  63141600 146.64 143.78 145.67 144.87  142.9265
#> 7   2022-07-12 13:30:00  77588800 148.45 145.05 145.76 145.86  143.9032
#> 8   2022-07-13 13:30:00  71185600 146.45 142.12 142.99 145.49  143.5381
#> 9   2022-07-14 13:30:00  78140700 148.95 143.25 144.08 148.47  146.4781
#> 10  2022-07-15 13:30:00  76259900 150.86 148.20 149.78 150.17  148.1553
#> 11  2022-07-18 13:30:00  81420900 151.57 146.70 150.74 147.07  145.0969
#> 12  2022-07-19 13:30:00  82982400 151.23 146.91 147.92 151.00  148.9742
#> 13  2022-07-20 13:30:00  64823400 153.72 150.37 151.12 153.04  150.9868
#> 14  2022-07-21 13:30:00  65086600 155.57 151.94 154.50 155.35  153.2659
#> 15  2022-07-22 13:30:00  66675400 156.28 153.41 155.39 154.09  152.0228
#> 16  2022-07-25 13:30:00  53623900 155.04 152.28 154.01 152.95  150.8980
#> 17  2022-07-26 13:30:00  55138700 153.09 150.80 152.26 151.60  149.5662
#> 18  2022-07-27 13:30:00  78620700 157.33 152.16 152.58 156.79  154.6865
#> 19  2022-07-28 13:30:00  81378700 157.64 154.41 156.98 157.35  155.2390
#> 20  2022-07-29 13:30:00 101786900 163.63 159.50 161.24 162.51  160.3298
#> 21  2022-08-01 13:30:00  67829400 163.59 160.89 161.01 161.51  159.3432
#> 22  2022-08-02 13:30:00  59907000 162.41 159.63 160.10 160.01  157.8633
#> 23  2022-08-03 13:30:00  82507500 166.59 160.75 160.84 166.13  163.9012
#> 24  2022-08-04 13:30:00  55474100 167.19 164.43 166.01 165.81  163.5855
#> 25  2022-08-05 13:30:00  56697000 165.85 163.00 163.21 165.35  163.3583
#> 26  2022-08-08 13:30:00  60276900 167.81 164.20 166.37 164.87  162.8841
#> 27  2022-08-09 13:30:00  63135500 165.82 163.25 164.02 164.92  162.9335
#> 28  2022-08-10 13:30:00  70170500 169.34 166.90 167.68 169.24  167.2014
#> 29  2022-08-11 13:30:00  57149200 170.99 168.19 170.06 168.49  166.4605
#> 30  2022-08-12 13:30:00  68039400 172.17 169.40 169.82 172.10  170.0270
#> 31  2022-08-15 13:30:00  54091700 173.39 171.35 171.52 173.19  171.1039
#> 32  2022-08-16 13:30:00  56377100 173.71 171.66 172.78 173.03  170.9458
#> 33  2022-08-17 13:30:00  79542000 176.15 172.57 172.77 174.55  172.4475
#> 34  2022-08-18 13:30:00  62290100 174.90 173.12 173.75 174.15  172.0523
#> 35  2022-08-19 13:30:00  70346300 173.74 171.31 173.03 171.52  169.4540
#> 36  2022-08-22 13:30:00  69026800 169.86 167.14 169.69 167.57  165.5516
#> 37  2022-08-23 13:30:00  54147100 168.71 166.65 167.08 167.23  165.2157
#> 38  2022-08-24 13:30:00  53841500 168.11 166.25 167.32 167.53  165.5120
#> 39  2022-08-25 13:30:00  51218200 170.14 168.35 168.78 170.03  167.9819
#> 40  2022-08-26 13:30:00  78961000 171.05 163.56 170.57 163.62  161.6491
#> 41  2022-08-29 13:30:00  73314000 162.90 159.82 161.15 161.38  159.4361
#> 42  2022-08-30 13:30:00  77906200 162.56 157.72 162.13 158.91  156.9959
#> 43  2022-08-31 13:30:00  87991100 160.58 157.14 160.31 157.22  155.3262
#> 44  2022-09-01 13:30:00  74229900 158.42 154.67 156.64 157.96  156.0573
#> 45  2022-09-02 13:30:00  76957800 160.36 154.97 159.75 155.81  153.9332
#> 46  2022-09-06 13:30:00  73714800 157.09 153.69 156.47 154.53  152.6686
#> 47  2022-09-07 13:30:00  87449600 156.67 153.61 154.82 155.96  154.0814
#> 48  2022-09-08 13:30:00  84923800 156.36 152.68 154.64 154.46  152.5995
#> 49  2022-09-09 13:30:00  68028800 157.82 154.75 155.47 157.37  155.4744
#> 50  2022-09-12 13:30:00 104956000 164.26 159.30 159.59 163.43  161.4614
#> 51  2022-09-13 13:30:00 122656600 160.54 153.37 159.90 153.84  151.9870
#> 52  2022-09-14 13:30:00  87965400 157.10 153.61 154.79 155.31  153.4392
#> 53  2022-09-15 13:30:00  90481100 155.24 151.38 154.65 152.37  150.5346
#> 54  2022-09-16 13:30:00 162278800 151.35 148.37 151.21 150.70  148.8848
#> 55  2022-09-19 13:30:00  81474200 154.56 149.10 149.31 154.48  152.6192
#> 56  2022-09-20 13:30:00 107689800 158.08 153.08 153.40 156.90  155.0101
#> 57  2022-09-21 13:30:00 101696800 158.74 153.60 157.34 153.72  151.8684
#> 58  2022-09-22 13:30:00  86652500 154.47 150.91 152.38 152.74  150.9002
#> 59  2022-09-23 13:30:00  96029900 151.47 148.56 151.19 150.43  148.6180
#> 60  2022-09-26 13:30:00  93339400 153.77 149.64 149.66 150.77  148.9539
#> 61  2022-09-27 13:30:00  84442700 154.72 149.95 152.74 151.76  149.9320
#> 62  2022-09-28 13:30:00 146691400 150.64 144.84 147.64 149.84  148.0351
#> 63  2022-09-29 13:30:00 128138200 146.72 140.68 146.10 142.48  140.7638
#> 64  2022-09-30 13:30:00 124925300 143.10 138.00 141.28 138.20  136.5353
#> 65  2022-10-03 13:30:00 114311700 143.07 137.69 138.21 142.45  140.7341
#> 66  2022-10-04 13:30:00  87830100 146.22 144.26 145.03 146.10  144.3402
#> 67  2022-10-05 13:30:00  79471000 147.38 143.01 144.07 146.40  144.6366
#> 68  2022-10-06 13:30:00  68402200 147.54 145.22 145.81 145.43  143.6783
#> 69  2022-10-07 13:30:00  85925600 143.10 139.45 142.54 140.09  138.4026
#> 70  2022-10-10 13:30:00  74899000 141.89 138.57 140.42 140.42  138.7286
#> 71  2022-10-11 13:30:00  77033700 141.35 138.22 139.90 138.98  137.3059
#> 72  2022-10-12 13:30:00  70433700 140.36 138.16 139.13 138.34  136.6736
#> 73  2022-10-13 13:30:00 113224000 143.59 134.37 134.99 142.99  141.2676
#> 74  2022-10-14 13:30:00  88598000 144.52 138.19 144.31 138.38  136.7132
#> 75  2022-10-17 13:30:00  85250900 142.90 140.27 141.07 142.41  140.6946
#> 76  2022-10-18 13:30:00  99136600 146.70 140.61 145.49 143.75  142.0185
#> 77  2022-10-19 13:30:00  61758300 144.95 141.50 141.69 143.86  142.1272
#> 78  2022-10-20 13:30:00  64522000 145.89 142.65 143.02 143.39  141.6628
#> 79  2022-10-21 13:30:00  86548600 147.85 142.65 142.87 147.27  145.4961
#> 80  2022-10-24 13:30:00  75981900 150.23 146.00 147.19 149.45  147.6498
#> 81  2022-10-25 13:30:00  74732300 152.49 149.36 150.09 152.34  150.5050
#> 82  2022-10-26 13:30:00  88194300 151.99 148.04 150.96 149.35  147.5510
#> 83  2022-10-27 13:30:00 109180200 149.05 144.13 148.07 144.80  143.0558
#> 84  2022-10-28 13:30:00 164762400 157.50 147.82 148.20 155.74  153.8640
#> 85  2022-10-31 13:30:00  97943200 154.24 151.92 153.16 153.34  151.4930
#> 86  2022-11-01 13:30:00  80379300 155.45 149.13 155.08 150.65  148.8354
#> 87  2022-11-02 13:30:00  93604600 152.17 145.00 148.95 145.03  143.2831
#> 88  2022-11-03 13:30:00  97918500 142.80 138.75 142.06 138.88  137.2072
#> 89  2022-11-04 13:30:00 140814800 142.67 134.38 142.09 138.38  136.9400
#> 90  2022-11-07 14:30:00  83374600 139.15 135.67 137.11 138.92  137.4743
#> 91  2022-11-08 14:30:00  89908500 141.43 137.49 140.41 139.50  138.0483
#> 92  2022-11-09 14:30:00  74917800 138.55 134.59 138.50 134.87  133.4665
#> 93  2022-11-10 14:30:00 118854000 146.87 139.50 141.24 146.87  145.3416
#> 94  2022-11-11 14:30:00  93979700 150.01 144.37 145.82 149.70  148.1422
#> 95  2022-11-14 14:30:00  73374100 150.28 147.43 148.97 148.28  146.7369
#> 96  2022-11-15 14:30:00  89868300 153.59 148.56 152.22 150.04  148.4786
#> 97  2022-11-16 14:30:00  64218300 149.87 147.29 149.13 148.79  147.2416
#> 98  2022-11-17 14:30:00  80389400 151.48 146.15 146.43 150.72  149.1515
#> 99  2022-11-18 14:30:00  74829600 152.70 149.97 152.31 151.29  149.7156
#> 100 2022-11-21 14:30:00  58724100 150.37 147.72 150.16 148.01  146.4697
#> 101 2022-11-22 14:30:00  51804100 150.42 146.93 148.13 150.18  148.6171
#> 102 2022-11-23 14:30:00  58301400 151.83 149.34 149.45 151.07  149.4979
#> 103 2022-11-25 14:30:00  35195900 148.88 147.12 148.31 148.11  146.5687
#> 104 2022-11-28 14:30:00  69246000 146.64 143.38 145.14 144.22  142.7192
#> 105 2022-11-29 14:30:00  83763800 144.81 140.35 144.29 141.17  139.7009
#> 106 2022-11-30 14:30:00 111380900 148.72 140.55 141.40 148.03  146.4895
#> 107 2022-12-01 14:30:00  71250400 149.13 146.61 148.21 148.31  146.7666
#> 108 2022-12-02 14:30:00  65447400 148.00 145.65 145.96 147.81  146.2718
#> 109 2022-12-05 14:30:00  68826400 150.92 145.77 147.77 146.63  145.1041
#> 110 2022-12-06 14:30:00  64727200 147.30 141.92 147.07 142.91  141.4228
#> 111 2022-12-07 14:30:00  69721100 143.37 140.00 142.19 140.94  139.4733
#> 112 2022-12-08 14:30:00  62128300 143.52 141.10 142.36 142.65  141.1655
#> 113 2022-12-09 14:30:00  76097000 145.57 140.90 142.34 142.16  140.6806
#> 114 2022-12-12 14:30:00  70462700 144.50 141.06 142.70 144.49  142.9864
#> 115 2022-12-13 14:30:00  93886200 149.97 144.24 149.50 145.47  143.9562
#> 116 2022-12-14 14:30:00  82291200 146.66 141.16 145.35 143.21  141.7197
#> 117 2022-12-15 14:30:00  98931900 141.80 136.03 141.11 136.50  135.0795
#> 118 2022-12-16 14:30:00 160156900 137.65 133.73 136.69 134.51  133.1102
#> 119 2022-12-19 14:30:00  79592600 135.20 131.32 135.11 132.37  130.9925
#> 120 2022-12-20 14:30:00  77432800 133.25 129.89 131.39 132.30  130.9232
#> 121 2022-12-21 14:30:00  85928000 136.81 132.75 132.98 135.45  134.0404
#> 122 2022-12-22 14:30:00  77852100 134.56 130.30 134.35 132.23  130.8539
#> 123 2022-12-23 14:30:00  63814900 132.42 129.64 130.92 131.86  130.4878
#> 124 2022-12-27 14:30:00  69007800 131.41 128.72 131.38 130.03  128.6768
#> 125 2022-12-28 14:30:00  85438400 131.03 125.87 129.67 126.04  124.7284
#> 126 2022-12-29 14:30:00  75703700 130.48 127.73 127.99 129.61  128.2612
#> 127 2022-12-30 14:30:00  77034200 129.95 127.43 128.41 129.93  128.5778
#> 128 2023-01-03 14:30:00 112117500 130.90 124.17 130.28 125.07  123.7685
#> 129 2023-01-04 14:30:00  89113600 128.66 125.08 126.89 126.36  125.0450
#> 130 2023-01-05 14:30:00  80962700 127.77 124.76 127.13 125.02  123.7190
#> 131 2023-01-06 14:30:00  87754700 130.29 124.89 126.01 129.62  128.2711
#> 132 2023-01-09 14:30:00  70790800 133.41 129.89 130.47 130.15  128.7956
#> 133 2023-01-10 14:30:00  63896200 131.26 128.12 130.26 130.73  129.3696
#> 134 2023-01-11 14:30:00  69458900 133.51 130.46 131.25 133.49  132.1008
#> 135 2023-01-12 14:30:00  71379600 134.26 131.44 133.88 133.41  132.0217
#> 136 2023-01-13 14:30:00  57809700 134.92 131.66 132.03 134.76  133.3576
#> 137 2023-01-17 14:30:00  63646600 137.29 134.13 134.83 135.94  134.5253
#> 138 2023-01-18 14:30:00  69672800 138.61 135.03 136.82 135.21  133.8029
#> 139 2023-01-19 14:30:00  58280400 136.25 133.77 134.08 135.27  133.8623
#> 140 2023-01-20 14:30:00  80223600 138.02 134.22 135.28 137.87  136.4352
#> 141 2023-01-23 14:30:00  81760300 143.32 137.90 138.12 141.11  139.6415
#> 142 2023-01-24 14:30:00  66435100 143.16 140.30 140.31 142.53  141.0468
#> 143 2023-01-25 14:30:00  65799300 142.43 138.81 140.89 141.86  140.3837
#> 144 2023-01-26 14:30:00  54105100 144.25 141.90 143.17 143.96  142.4619
#> 145 2023-01-27 14:30:00  70555800 147.23 143.08 143.16 145.93  144.4114
#> 146 2023-01-30 14:30:00  64015300 145.55 142.85 144.96 143.00  141.5119
#> 147 2023-01-31 14:30:00  65874500 144.34 142.28 142.70 144.29  142.7884
#> 148 2023-02-01 14:30:00  77663600 146.61 141.32 143.97 145.43  143.9166
#> 149 2023-02-02 14:30:00 118339000 151.18 148.17 148.90 150.82  149.2505
#> 150 2023-02-03 14:30:00 154357300 157.38 147.83 148.03 154.50  152.8922
#> 151 2023-02-06 14:30:00  69858300 153.10 150.78 152.57 151.73  150.1510
#> 152 2023-02-07 14:30:00  83322600 155.23 150.64 150.64 154.65  153.0406
#> 153 2023-02-08 14:30:00  64120100 154.58 151.17 153.88 151.92  150.3391
#> 154 2023-02-09 14:30:00  56007100 154.33 150.42 153.78 150.87  149.3000
#> 155 2023-02-10 14:30:00  57450700 151.34 149.22 149.46 151.01  149.6667
#> 156 2023-02-13 14:30:00  62199000 154.26 150.92 150.95 153.85  152.4814
#> 157 2023-02-14 14:30:00  61707600 153.77 150.86 152.12 153.20  151.8372
#> 158 2023-02-15 14:30:00  65573800 155.50 152.88 153.11 155.33  153.9483
#> 159 2023-02-16 14:30:00  68167900 156.33 153.35 153.51 153.71  152.3427
#> 160 2023-02-17 14:30:00  59144100 153.00 150.85 152.35 152.55  151.1930
#> 161 2023-02-21 14:30:00  58867200 151.30 148.41 150.20 148.48  147.1592
#> 162 2023-02-22 14:30:00  51011300 149.95 147.16 148.87 148.91  147.5854
#> 163 2023-02-23 14:30:00  48394200 150.34 147.24 150.09 149.40  148.0710
#> 164 2023-02-24 14:30:00  55469600 147.19 145.72 147.11 146.71  145.4049
#> 165 2023-02-27 14:30:00  44998500 149.17 147.45 147.71 147.92  146.6042
#> 166 2023-02-28 14:30:00  50547000 149.08 146.83 147.05 147.41  146.0987
#> 167 2023-03-01 14:30:00  55479000 147.23 145.01 146.83 145.31  144.0174
#> 168 2023-03-02 14:30:00  52238100 146.71 143.90 144.38 145.91  144.6120
#> 169 2023-03-03 14:30:00  70732300 151.11 147.33 148.04 151.03  149.6865
#> 170 2023-03-06 14:30:00  87558000 156.30 153.46 153.79 153.83  152.4616
#> 171 2023-03-07 14:30:00  56182000 154.03 151.13 153.70 151.60  150.2514
#> 172 2023-03-08 14:30:00  47204800 153.47 151.83 152.81 152.87  151.5101
#> 173 2023-03-09 14:30:00  53833600 154.54 150.23 153.56 150.59  149.2504
#> 174 2023-03-10 14:30:00  68572400 150.94 147.61 150.21 148.50  147.1790
#> 175 2023-03-13 13:30:00  84457100 153.14 147.70 147.81 150.47  149.1315
#> 176 2023-03-14 13:30:00  73695900 153.40 150.10 151.28 152.59  151.2326
#> 177 2023-03-15 13:30:00  77167900 153.25 149.92 151.19 152.99  151.6291
#> 178 2023-03-16 13:30:00  76161100 156.46 151.64 152.16 155.85  154.4636
#> 179 2023-03-17 13:30:00  98944600 156.74 154.28 156.08 155.00  153.6212
#> 180 2023-03-20 13:30:00  73641400 157.82 154.15 155.07 157.40  155.9998
#> 181 2023-03-21 13:30:00  73938300 159.40 156.54 157.32 159.28  157.8631
#> 182 2023-03-22 13:30:00  75701800 162.14 157.81 159.30 157.83  156.4260
#> 183 2023-03-23 13:30:00  67622100 161.55 157.68 158.83 158.93  157.5162
#> 184 2023-03-24 13:30:00  59196500 160.34 157.85 158.86 160.25  158.8245
#> 185 2023-03-27 13:30:00  52390300 160.77 157.87 159.94 158.28  156.8720
#> 186 2023-03-28 13:30:00  45992200 158.49 155.98 157.97 157.65  156.2476
#> 187 2023-03-29 13:30:00  51305700 161.05 159.35 159.37 160.77  159.3399
#> 188 2023-03-30 13:30:00  49501700 162.47 161.27 161.53 162.36  160.9157
#> 189 2023-03-31 13:30:00  68749800 165.00 161.91 162.44 164.90  163.4331
#> 190 2023-04-03 13:30:00  56976200 166.29 164.22 164.27 166.17  164.6918
#> 191 2023-04-04 13:30:00  46278300 166.84 165.11 166.60 165.63  164.1566
#> 192 2023-04-05 13:30:00  51511700 165.05 161.80 164.74 163.76  162.3033
#> 193 2023-04-06 13:30:00  45390100 164.96 162.00 162.43 164.66  163.1953
#> 194 2023-04-10 13:30:00  47716900 162.03 160.08 161.42 162.03  160.5887
#> 195 2023-04-11 13:30:00  47644200 162.36 160.51 162.35 160.80  159.3696
#> 196 2023-04-12 13:30:00  50133100 162.06 159.78 161.22 160.10  158.6758
#> 197 2023-04-13 13:30:00  68445600 165.80 161.42 161.63 165.56  164.0872
#> 198 2023-04-14 13:30:00  49386500 166.32 163.82 164.59 165.21  163.7404
#> 199 2023-04-17 13:30:00  41516200 165.39 164.03 165.09 165.23  163.7602
#> 200 2023-04-18 13:30:00  49923000 167.41 165.65 166.10 166.47  164.9892
#> 201 2023-04-19 13:30:00  47720200 168.16 165.54 165.80 167.63  166.1389
#> 202 2023-04-20 13:30:00  52456400 167.87 165.56 166.09 166.65  165.1676
#> 203 2023-04-21 13:30:00  58337300 166.45 164.49 165.05 165.02  163.5521
#> 204 2023-04-24 13:30:00  41949600 165.60 163.89 165.00 165.33  163.8593
#> 205 2023-04-25 13:30:00  48714100 166.31 163.73 165.19 163.77  162.3132
#> 206 2023-04-26 13:30:00  45498800 165.28 162.80 163.06 163.76  162.3033
#> 207 2023-04-27 13:30:00  64902300 168.56 165.19 165.19 168.41  166.9119
#> 208 2023-04-28 13:30:00  55209200 169.85 167.88 168.49 169.68  168.1706
#> 209 2023-05-01 13:30:00  52472900 170.45 168.64 169.28 169.59  168.0814
#> 210 2023-05-02 13:30:00  48425700 170.35 167.54 170.09 168.54  167.0407
#> 211 2023-05-03 13:30:00  65136000 170.92 167.16 169.50 167.45  165.9604
#> 212 2023-05-04 13:30:00  81235400 167.04 164.31 164.89 165.79  164.3152
#> 213 2023-05-05 13:30:00 113316400 174.30 170.76 170.98 173.57  172.0260
#> 214 2023-05-08 13:30:00  55962800 173.85 172.11 172.48 173.50  171.9566
#> 215 2023-05-09 13:30:00  45326900 173.54 171.60 173.05 171.77  170.2420
#> 216 2023-05-10 13:30:00  53724500 174.03 171.90 173.02 173.56  172.0161
#> 217 2023-05-11 13:30:00  49514700 174.59 172.17 173.85 173.75  172.2044
#> 218 2023-05-12 13:30:00  45497800 174.06 171.00 173.62 172.57  171.2715
#> 219 2023-05-15 13:30:00  37266700 173.21 171.47 173.16 172.07  170.7752
#> 220 2023-05-16 13:30:00  42110300 173.14 171.80 171.99 172.07  170.7752
#> 221 2023-05-17 13:30:00  57951600 172.93 170.42 171.71 172.69  171.3906
#> 222 2023-05-18 13:30:00  65496700 175.24 172.58 173.00 175.05  173.7328
#> 223 2023-05-19 13:30:00  55772400 176.39 174.94 176.39 175.16  173.8420
#> 224 2023-05-22 13:30:00  43570900 174.71 173.45 173.98 174.20  172.8892
#> 225 2023-05-23 13:30:00  50747300 173.38 171.28 173.13 171.56  170.2691
#> 226 2023-05-24 13:30:00  45143500 172.42 170.52 171.09 171.84  170.5470
#> 227 2023-05-25 13:30:00  56058300 173.90 171.69 172.41 172.99  171.6883
#> 228 2023-05-26 13:30:00  54835000 175.77 173.11 173.32 175.43  174.1099
#> 229 2023-05-30 13:30:00  55964400 178.99 176.57 176.96 177.30  175.9659
#> 230 2023-05-31 13:30:00  99625300 179.35 176.76 177.33 177.25  175.9162
#> 231 2023-06-01 13:30:00  68901800 180.12 176.93 177.70 180.09  178.7349
#> 232 2023-06-02 13:30:00  61945900 181.78 179.26 181.03 180.95  179.5884
#> 233 2023-06-05 13:30:00 121946500 184.95 178.04 182.63 179.58  178.2287
#> 234 2023-06-06 13:30:00  64848400 180.12 177.43 179.97 179.21  177.8615
#> 235 2023-06-07 13:30:00  61944600 181.21 177.32 178.44 177.82  176.4820
#> 236 2023-06-08 13:30:00  50214900 180.84 177.46 177.90 180.57  179.2113
#> 237 2023-06-09 13:30:00  48870700 182.23 180.63 181.50 180.96  179.5983
#> 238 2023-06-12 13:30:00  54274900 183.89 180.97 181.27 183.79  182.4070
#> 239 2023-06-13 13:30:00  54929100 184.15 182.44 182.80 183.31  181.9306
#> 240 2023-06-14 13:30:00  57462900 184.39 182.02 183.37 183.95  182.5658
#> 241 2023-06-15 13:30:00  65433200 186.52 183.78 183.96 186.01  184.6104
#> 242 2023-06-16 13:30:00 101235600 186.99 184.27 186.73 184.92  183.5285
#> 243 2023-06-20 13:30:00  49799100 186.10 184.41 184.41 185.01  183.6178
#> 244 2023-06-21 13:30:00  49515700 185.41 182.59 184.90 183.96  182.5758
#> 245 2023-06-22 13:30:00  51245300 187.05 183.67 183.74 187.00  185.5929
#> 246 2023-06-23 13:30:00  53079300 187.56 185.01 185.55 186.68  185.2753
#> 247 2023-06-26 13:30:00  48088700 188.05 185.23 186.83 185.27  183.8759
#> 248 2023-06-27 13:30:00  50730800 188.39 185.67 185.89 188.06  186.6449
#> 249 2023-06-28 13:30:00  51216800 189.90 187.60 187.93 189.25  187.8260
#> 250 2023-06-29 13:30:00  46347300 190.07 188.94 189.08 189.59  188.1634
#> 251 2023-06-30 13:30:00  85069600 194.48 191.26 191.63 193.97  192.5104
#> 252 2023-07-03 13:30:00  31458200 193.88 191.76 193.78 192.46  191.0118
#> 253 2023-07-05 13:30:00  46920300 192.98 190.62 191.57 191.33  189.8903
#> 254 2023-07-06 13:30:00  45094300 192.02 189.20 189.84 191.81  190.3667
#> 255 2023-07-07 13:30:00  46778000 192.67 190.24 191.41 190.68  189.2452
#> 256 2023-07-10 13:30:00  59922200 189.99 187.04 189.26 188.61  187.1908
#> 257 2023-07-11 13:30:00  46638100 189.30 186.60 189.16 188.08  186.6648
#> 258 2023-07-12 13:30:00  60750200 191.70 188.47 189.68 189.77  188.3420
#> 259 2023-07-13 13:30:00  41342300 191.19 189.78 190.50 190.54  189.1062
#> 260 2023-07-14 13:30:00  41573900 191.18 189.63 190.23 190.69  189.2551
#> 261 2023-07-17 13:30:00  50520200 194.32 191.81 191.90 193.99  192.5303
#> 262 2023-07-18 13:30:00  48353800 194.33 192.42 193.35 193.73  192.2722
#> 263 2023-07-19 13:30:00  80507300 198.23 192.65 193.10 195.10  193.6319
#> 264 2023-07-20 13:30:00  59581200 196.47 192.50 195.09 193.13  191.6768
#> 265 2023-07-21 13:30:00  71917800 194.97 191.23 194.10 191.94  190.4957
#> 266 2023-07-24 13:30:00  45377800 194.91 192.25 193.41 192.75  191.2996
#> 267 2023-07-25 13:30:00  37283200 194.44 192.92 193.33 193.62  192.1631
#> 268 2023-07-26 13:30:00  47471900 195.64 193.32 193.67 194.50  193.0364
#> 269 2023-07-27 13:30:00  47460200 197.20 192.55 196.02 193.22  191.7661
#> 270 2023-07-28 13:30:00  48291400 196.63 194.14 194.67 195.83  194.3565
#> 271 2023-07-31 13:30:00  38824100 196.49 195.26 196.06 196.45  194.9718
#> 272 2023-08-01 13:30:00  35175100 196.73 195.28 196.24 195.61  194.1381
#> 273 2023-08-02 13:30:00  50389300 195.18 191.85 195.04 192.58  191.1309
#> 274 2023-08-03 13:30:00  61235200 192.37 190.69 191.57 191.17  189.7315
#> 275 2023-08-04 13:30:00 115799700 187.38 181.92 185.52 181.99  180.6206
#> 276 2023-08-07 13:30:00  97576100 183.13 177.35 182.13 178.85  177.5042
#> 277 2023-08-08 13:30:00  67823000 180.27 177.58 179.69 179.80  178.4471
#> 278 2023-08-09 13:30:00  60378500 180.93 177.01 180.87 178.19  176.8492
#> 279 2023-08-10 13:30:00  54686900 180.75 177.60 179.48 177.97  176.6308
#> 280 2023-08-11 13:30:00  51988100 178.62 176.55 177.32 177.79  176.6905
#> 281 2023-08-14 13:30:00  43675600 179.69 177.31 177.97 179.46  178.3502
#> 282 2023-08-15 13:30:00  43622600 179.48 177.05 178.88 177.45  176.3526
#> 283 2023-08-16 13:30:00  46964900 178.54 176.50 177.13 176.57  175.4780
#> 284 2023-08-17 13:30:00  66062900 177.51 173.48 177.14 174.00  172.9239
#> 285 2023-08-18 13:30:00  61114200 175.10 171.96 172.30 174.49  173.4109
#> 286 2023-08-21 13:30:00  46311900 176.13 173.74 175.07 175.84  174.7525
#> 287 2023-08-22 13:30:00  42084200 177.68 176.25 177.06 177.23  176.1339
#> 288 2023-08-23 13:30:00  52722800 181.55 178.33 178.52 181.12  179.9999
#> 289 2023-08-24 13:30:00  54945800 181.10 176.01 180.67 176.38  175.2892
#> 290 2023-08-25 13:30:00  51449600 179.15 175.82 177.38 178.61  177.5054
#> 291 2023-08-28 13:30:00  43820700 180.59 178.55 180.09 180.19  179.0756
#> 292 2023-08-29 13:30:00  53003900 184.90 179.50 179.70 184.12  182.9813
#> 293 2023-08-30 13:30:00  60813900 187.85 184.74 184.94 187.65  186.4895
#> 294 2023-08-31 13:30:00  60794500 189.12 187.48 187.84 187.87  186.7081
#> 295 2023-09-01 13:30:00  45732600 189.92 188.28 189.49 189.46  188.2883
#> 296 2023-09-05 13:30:00  45280000 189.98 187.61 188.28 189.70  188.5268
#> 297 2023-09-06 13:30:00  81755800 188.85 181.47 188.40 182.91  181.7788
#> 298 2023-09-07 13:30:00 112488800 178.21 173.54 175.18 177.56  176.4619
#> 299 2023-09-08 13:30:00  65551300 180.24 177.79 178.35 178.18  177.0780
#> 300 2023-09-11 13:30:00  58953100 180.30 177.34 180.07 179.36  178.2508
#> 301 2023-09-12 13:30:00  90370200 180.13 174.82 179.49 176.30  175.2097
#> 302 2023-09-13 13:30:00  84267900 177.30 173.98 176.51 174.21  173.1326
#> 303 2023-09-14 13:30:00  60895800 176.10 173.58 174.00 175.74  174.6531
#> 304 2023-09-15 13:30:00 109205100 176.50 173.82 176.48 175.01  173.9277
#> 305 2023-09-18 13:30:00  67257600 179.38 176.17 176.48 177.97  176.8694
#> 306 2023-09-19 13:30:00  51826900 179.63 177.13 177.52 179.07  177.9626
#> 307 2023-09-20 13:30:00  58436200 179.70 175.40 179.26 175.49  174.4047
#> 308 2023-09-21 13:30:00  63047900 176.30 173.86 174.55 173.93  172.8543
#> 309 2023-09-22 13:30:00  56725400 177.08 174.05 174.67 174.79  173.7090
#> 310 2023-09-25 13:30:00  46172700 176.97 174.15 174.20 176.08  174.9911
#> 311 2023-09-26 13:30:00  64588900 175.20 171.66 174.82 171.96  170.8965
#> 312 2023-09-27 13:30:00  66921800 173.04 169.05 172.62 170.43  169.3760
#> 313 2023-09-28 13:30:00  56294400 172.03 167.62 169.34 170.69  169.6344
#> 314 2023-09-29 13:30:00  51814200 173.07 170.34 172.02 171.21  170.1512
#> 315 2023-10-02 13:30:00  52164500 174.30 170.93 171.22 173.75  172.6754
#> 316 2023-10-03 13:30:00  49594600 173.63 170.82 172.26 172.40  171.3338
#> 317 2023-10-04 13:30:00  53020300 174.21 170.97 171.09 173.66  172.5860
#> 318 2023-10-05 13:30:00  48527900 175.45 172.68 173.79 174.91  173.8283
#> 319 2023-10-06 13:30:00  57224100 177.99 173.18 173.80 177.49  176.3923
#> 320 2023-10-09 13:30:00  42390800 179.05 175.80 176.81 178.99  177.8830
#> 321 2023-10-10 13:30:00  43698000 179.72 177.95 178.10 178.39  177.2868
#> 322 2023-10-11 13:30:00  47551100 179.85 177.60 178.20 179.80  178.6880
#> 323 2023-10-12 13:30:00  56743100 182.34 179.04 180.07 180.71  179.5924
#> 324 2023-10-13 13:30:00  51427100 181.93 178.14 181.42 178.85  177.7439
#> 325 2023-10-16 13:30:00  52517000 179.08 176.51 176.75 178.72  177.6147
#> 326 2023-10-17 13:30:00  57549400 178.42 174.80 176.65 177.15  176.0544
#> 327 2023-10-18 13:30:00  54764400 177.58 175.11 175.58 175.84  174.7525
#> 328 2023-10-19 13:30:00  59302900 177.84 175.19 176.04 175.46  174.3749
#> 329 2023-10-20 13:30:00  64189300 175.42 172.64 175.31 172.88  171.8108
#> 330 2023-10-23 13:30:00  55980100 174.01 169.93 170.91 173.00  171.9301
#> 331 2023-10-24 13:30:00  43816600 173.67 171.45 173.05 173.44  172.3674
#> 332 2023-10-25 13:30:00  57157000 173.06 170.65 171.88 171.10  170.0418
#> 333 2023-10-26 13:30:00  70625300 171.38 165.67 170.37 166.89  165.8579
#> 334 2023-10-27 13:30:00  58499100 168.96 166.83 166.91 168.22  167.1796
#> 335 2023-10-30 13:30:00  51131000 171.17 168.87 169.02 170.29  169.2368
#> 336 2023-10-31 13:30:00  44846000 170.90 167.90 169.35 170.77  169.7139
#> 337 2023-11-01 13:30:00  56934900 174.23 170.12 171.00 173.97  172.8941
#> 338 2023-11-02 13:30:00  77334800 177.78 175.46 175.52 177.57  176.4718
#> 339 2023-11-03 13:30:00  79763700 176.82 173.35 174.24 176.65  175.5575
#> 340 2023-11-06 14:30:00  63841300 179.43 176.21 176.38 179.23  178.1216
#> 341 2023-11-07 14:30:00  70530000 182.44 178.97 179.18 181.82  180.6955
#> 342 2023-11-08 14:30:00  49340300 183.45 181.59 182.35 182.89  181.7589
#> 343 2023-11-09 14:30:00  53763500 184.12 181.81 182.96 182.41  181.2819
#> 344 2023-11-10 14:30:00  66133400 186.57 183.53 183.97 186.40  185.4913
#> 345 2023-11-13 14:30:00  43627500 186.03 184.21 185.82 184.80  183.8991
#> 346 2023-11-14 14:30:00  60108400 188.11 186.30 187.70 187.44  186.5262
#> 347 2023-11-15 14:30:00  53790500 189.50 187.78 187.85 188.01  187.0934
#> 348 2023-11-16 14:30:00  54412900 190.96 188.65 189.57 189.71  188.7851
#> 349 2023-11-17 14:30:00  50922700 190.38 188.57 190.25 189.69  188.7652
#> 350 2023-11-20 14:30:00  46505100 191.91 189.88 189.89 191.45  190.5166
#> 351 2023-11-21 14:30:00  38134500 191.52 189.74 191.41 190.64  189.7106
#> 352 2023-11-22 14:30:00  39617700 192.93 190.83 191.49 191.31  190.3773
#> 353 2023-11-24 14:30:00  24048300 190.90 189.25 190.87 189.97  189.0439
#> 354 2023-11-27 14:30:00  40552600 190.67 188.90 189.92 189.79  188.8647
#> 355 2023-11-28 14:30:00  38415400 191.08 189.40 189.78 190.40  189.4718
#> 356 2023-11-29 14:30:00  43014200 192.09 188.97 190.90 189.37  188.4468
#> 357 2023-11-30 14:30:00  48794400 190.32 188.19 189.84 189.95  189.0240
#> 358 2023-12-01 14:30:00  45679300 191.56 189.23 190.33 191.24  190.3077
#> 359 2023-12-04 14:30:00  43389500 190.05 187.45 189.98 189.43  188.5065
#> 360 2023-12-05 14:30:00  66628400 194.40 190.18 190.21 193.42  192.4771
#> 361 2023-12-06 14:30:00  41089700 194.76 192.11 194.45 192.32  191.3824
#> 362 2023-12-07 14:30:00  47477700 195.00 193.59 193.63 194.27  193.3229
#> 363 2023-12-08 14:30:00  53377300 195.99 193.67 194.20 195.71  194.7559
#> 364 2023-12-11 14:30:00  60943700 193.49 191.42 193.11 193.18  192.2382
#> 365 2023-12-12 14:30:00  52696900 194.72 191.72 193.08 194.71  193.7608
#> 366 2023-12-13 14:30:00  70404200 198.00 194.85 195.09 197.96  196.9949
#> 367 2023-12-14 14:30:00  66831600 199.62 196.16 198.02 198.11  197.1442
#> 368 2023-12-15 14:30:00 128256700 198.40 197.00 197.53 197.57  196.6068
#> 369 2023-12-18 14:30:00  55751900 196.63 194.39 196.09 195.89  194.9350
#> 370 2023-12-19 14:30:00  40714100 196.95 195.89 196.16 196.94  195.9799
#> 371 2023-12-20 14:30:00  52242800 197.68 194.83 196.90 194.83  193.8802
#> 372 2023-12-21 14:30:00  46482500 197.08 193.50 196.10 194.68  193.7309
#> 373 2023-12-22 14:30:00  37122800 195.41 192.97 195.18 193.60  192.6562
#> 374 2023-12-26 14:30:00  28919300 193.89 192.83 193.61 193.05  192.1089
#> 375 2023-12-27 14:30:00  48087700 193.50 191.09 192.49 193.15  192.2084
#> 376 2023-12-28 14:30:00  34049900 194.66 193.17 194.14 193.58  192.6363
#> 377 2023-12-29 14:30:00  42628800 194.40 191.73 193.90 192.53  191.5914
#> 378 2024-01-02 14:30:00  82488700 188.44 183.89 187.15 185.64  184.7350
#> 379 2024-01-03 14:30:00  58414500 185.88 183.43 184.22 184.25  183.3518
#> 380 2024-01-04 14:30:00  71983600 183.09 180.88 182.15 181.91  181.0232
#> 381 2024-01-05 14:30:00  62303300 182.76 180.17 181.99 181.18  180.2967
#> 382 2024-01-08 14:30:00  59144500 185.60 181.50 182.09 185.56  184.6554
#> 383 2024-01-09 14:30:00  42841800 185.15 182.73 183.92 185.14  184.2374
#> 384 2024-01-10 14:30:00  46792900 186.40 183.92 184.35 186.19  185.2823
#> 385 2024-01-11 14:30:00  49128400 187.05 183.62 186.54 185.59  184.6852
#> 386 2024-01-12 14:30:00  40444700 186.74 185.19 186.06 185.92  185.0136
#> 387 2024-01-16 14:30:00  65603000 184.26 180.93 182.16 183.63  182.7348
#> 388 2024-01-17 14:30:00  47317400 182.93 180.30 181.27 182.68  181.7894
#> 389 2024-01-18 14:30:00  78005800 189.14 185.83 186.09 188.63  187.7104
#> 390 2024-01-19 14:30:00  68741000 191.95 188.82 189.33 191.56  190.6261
#> 391 2024-01-22 14:30:00  60133900 195.33 192.26 192.30 193.89  192.9447
#> 392 2024-01-23 14:30:00  42355600 195.75 193.83 195.02 195.18  194.2285
#> 393 2024-01-24 14:30:00  53631300 196.38 194.34 195.42 194.50  193.5518
#> 394 2024-01-25 14:30:00  54822100 196.27 193.11 195.22 194.17  193.2234
#> 395 2024-01-26 14:30:00  44594000 194.76 191.94 194.27 192.42  191.4819
#> 396 2024-01-29 14:30:00  47145600 192.20 189.58 192.01 191.73  190.7953
#> 397 2024-01-30 14:30:00  55859400 191.80 187.47 190.94 188.04  187.1233
#> 398 2024-01-31 14:30:00  55467800 187.10 184.35 187.04 184.40  183.5010
#> 399 2024-02-01 14:30:00  64885400 186.95 183.82 183.99 186.86  185.9490
#> 400 2024-02-02 14:30:00 102518000 187.33 179.25 179.86 185.85  184.9440
#> 401 2024-02-05 14:30:00  69668800 189.25 185.84 188.15 187.68  186.7650
#> 402 2024-02-06 14:30:00  43490800 189.31 186.77 186.86 189.30  188.3771
#> 403 2024-02-07 14:30:00  53439000 191.05 188.61 190.64 189.41  188.4866
#> 404 2024-02-08 14:30:00  40962000 189.54 187.35 189.39 188.32  187.4019
#> 405 2024-02-09 14:30:00  45155200 189.99 188.00 188.65 188.85  188.1691
#> 406 2024-02-12 14:30:00  41781900 188.67 186.79 188.42 187.15  186.4753
#> 407 2024-02-13 14:30:00  56529500 186.21 183.51 185.77 185.04  184.3729
#> 408 2024-02-14 14:30:00  54630500 185.53 182.44 185.32 184.15  183.4861
#> 409 2024-02-15 14:30:00  65434500 184.49 181.35 183.55 183.86  183.1971
#> 410 2024-02-16 14:30:00  49701400 184.85 181.67 183.42 182.31  181.6527
#> 411 2024-02-20 14:30:00  53665600 182.43 180.00 181.79 181.56  180.9054
#> 412 2024-02-21 14:30:00  41529700 182.89 180.66 181.94 182.32  181.6627
#> 413 2024-02-22 14:30:00  52292200 184.96 182.46 183.48 184.37  183.7053
#> 414 2024-02-23 14:30:00  45119700 185.04 182.23 185.01 182.52  181.8620
#> 415 2024-02-26 14:30:00  40867400 182.76 180.65 182.24 181.16  180.5069
#> 416 2024-02-27 14:30:00  54318900 183.92 179.56 181.10 182.63  181.9716
#> 417 2024-02-28 14:30:00  48953900 183.12 180.13 182.51 181.42  180.7659
#> 418 2024-02-29 14:30:00 136682600 182.57 179.53 181.27 180.75  180.0983
#> 419 2024-03-01 14:30:00  73488000 180.53 177.38 179.55 179.66  179.0123
#> 420 2024-03-04 14:30:00  81510100 176.90 173.79 176.15 175.10  174.4687
#> 421 2024-03-05 14:30:00  95132400 172.04 169.62 170.76 170.12  169.5067
#> 422 2024-03-06 14:30:00  68587700 171.24 168.68 171.06 169.12  168.5103
#> 423 2024-03-07 14:30:00  71765100 170.73 168.49 169.15 169.00  168.3907
#> 424 2024-03-08 14:30:00  76114600 173.70 168.94 169.00 170.73  170.1145
#> 425 2024-03-11 13:30:00  60139500 174.38 172.05 172.94 172.75  172.1272
#> 426 2024-03-12 13:30:00  59825400 174.03 171.01 173.15 173.23  172.6054
#> 427 2024-03-13 13:30:00  52488700 173.19 170.76 172.77 171.13  170.5130
#> 428 2024-03-14 13:30:00  72913500 174.31 172.05 172.91 173.00  172.3763
#> 429 2024-03-15 13:30:00 121664700 172.62 170.29 171.17 172.62  171.9977
#> 430 2024-03-18 13:30:00  75604200 177.71 173.52 175.57 173.72  173.0937
#> 431 2024-03-19 13:30:00  55215200 176.61 173.03 174.34 176.08  175.4452
#> 432 2024-03-20 13:30:00  53423100 178.67 175.09 175.72 178.67  178.0258
#> 433 2024-03-21 13:30:00 106181300 177.49 170.84 177.05 171.37  170.7522
#> 434 2024-03-22 13:30:00  71106600 173.05 170.06 171.76 172.28  171.6589
#> 435 2024-03-25 13:30:00  54288300 171.94 169.45 170.57 170.85  170.2340
#> 436 2024-03-26 13:30:00  57388400 171.42 169.58 170.00 169.71  169.0981
#> 437 2024-03-27 13:30:00  60273300 173.60 170.11 170.41 173.31  172.6852
#> 438 2024-03-28 13:30:00  65672700 172.23 170.51 171.75 171.48  170.8618
#> 439 2024-04-01 13:30:00  46240500 171.25 169.48 171.19 170.03  169.4170
#> 440 2024-04-02 13:30:00  49329500 169.34 168.23 169.08 168.84  168.2313
#> 441 2024-04-03 13:30:00  47691700 170.68 168.58 168.79 169.65  169.0383
#> 442 2024-04-04 13:30:00  53704400 171.92 168.82 170.29 168.82  168.2113
#> 443 2024-04-05 13:30:00  42055200 170.39 168.95 169.59 169.58  168.9686
#> 444 2024-04-08 13:30:00  37425500 169.20 168.24 169.03 168.45  167.8427
#> 445 2024-04-09 13:30:00  42451200 170.08 168.35 168.70 169.67  169.0583
#> 446 2024-04-10 13:30:00  49709300 169.09 167.11 168.80 167.78  167.1751
#> 447 2024-04-11 13:30:00  91070300 175.46 168.16 168.34 175.04  174.4089
#> 448 2024-04-12 13:30:00 101593300 178.36 174.21 174.26 176.55  175.9135
#> 449 2024-04-15 13:30:00  73531800 176.63 172.50 175.36 172.69  172.0674
#> 450 2024-04-16 13:30:00  73711200 173.76 168.27 171.75 169.38  168.7693
#> 451 2024-04-17 13:30:00  50901200 170.65 168.00 169.61 168.00  167.3943
#> 452 2024-04-18 13:30:00  43122900 168.64 166.55 168.03 167.04  166.4378
#> 453 2024-04-19 13:30:00  67772100 166.40 164.08 166.21 165.00  164.4051
#> 454 2024-04-22 13:30:00  48116400 167.26 164.77 165.52 165.84  165.2421
#> 455 2024-04-23 13:30:00  49537800 167.05 164.92 165.35 166.90  166.2983
#> 456 2024-04-24 13:30:00  48251800 169.30 166.21 166.54 169.02  168.4106
#> 457 2024-04-25 13:30:00  50558300 170.61 168.15 169.53 169.89  169.2775
#> 458 2024-04-26 13:30:00  44838400 171.34 169.18 169.88 169.30  168.6896
#> 459 2024-04-29 13:30:00  68169400 176.03 173.10 173.37 173.50  172.8745
#> 460 2024-04-30 13:30:00  65934800 174.99 170.00 173.33 170.33  169.7159
#> 461 2024-05-01 13:30:00  50383100 172.71 169.11 169.58 169.30  168.6896
#> 462 2024-05-02 13:30:00  94214900 173.42 170.89 172.51 173.03  172.4062
#> 463 2024-05-03 13:30:00 163224100 187.00 182.66 186.65 183.38  182.7188
#> 464 2024-05-06 13:30:00  78569700 184.20 180.42 182.35 181.71  181.0549
#> 465 2024-05-07 13:30:00  77305800 184.90 181.32 183.45 182.40  181.7424
#> 466 2024-05-08 13:30:00  45057100 183.07 181.45 182.85 182.74  182.0812
#> 467 2024-05-09 13:30:00  48983000 184.66 182.11 182.56 184.57  183.9046
#> 468 2024-05-10 13:30:00  50759500 185.09 182.13 184.90 183.05  182.6374
#> 469 2024-05-13 13:30:00  72044800 187.10 184.62 185.44 186.28  185.8601
#> 470 2024-05-14 13:30:00  52393600 188.30 186.29 187.51 187.43  187.0076
#> 471 2024-05-15 13:30:00  70400000 190.65 187.37 187.91 189.72  189.2924
#> 472 2024-05-16 13:30:00  52845200 191.10 189.66 190.47 189.84  189.4121
#> 473 2024-05-17 13:30:00  41282900 190.81 189.18 189.51 189.87  189.4420
#> 474 2024-05-20 13:30:00  44361300 191.92 189.01 189.33 191.04  190.6094
#> 475 2024-05-21 13:30:00  42309400 192.73 190.92 191.09 192.35  191.9165
#> 476 2024-05-22 13:30:00  34648500 192.82 190.27 192.27 190.90  190.4697
#> 477 2024-05-23 13:30:00  51005900 191.00 186.63 190.98 186.88  186.4588
#> 478 2024-05-24 13:30:00  36294600 190.58 188.04 188.82 189.98  189.5518
#> 479 2024-05-28 13:30:00  52280100 193.00 189.10 191.51 189.99  189.5618
#> 480 2024-05-29 13:30:00  53068000 192.25 189.51 189.61 190.29  189.8611
#> 481 2024-05-30 13:30:00  49947900 192.18 190.63 190.76 191.29  190.8589
#> 482 2024-05-31 13:30:00  75158300 192.57 189.91 191.44 192.25  191.8167
#> 483 2024-06-03 13:30:00  50080500 194.99 192.52 192.90 194.03  193.5927
#> 484 2024-06-04 13:30:00  47471400 195.32 193.03 194.64 194.35  193.9120
#> 485 2024-06-05 13:30:00  54156800 196.90 194.87 195.40 195.87  195.4285
#> 486 2024-06-06 13:30:00  41181800 196.50 194.17 195.69 194.48  194.0417
#> 487 2024-06-07 13:30:00  53103900 196.94 194.14 194.65 196.89  196.4462
#> 488 2024-06-10 13:30:00  97262100 197.30 192.15 196.90 193.12  192.6847
#> 489 2024-06-11 13:30:00 172373300 207.16 193.63 193.65 207.15  206.6831
#> 490 2024-06-12 13:30:00 198134300 220.20 206.90 207.37 213.07  212.5898
#> 491 2024-06-13 13:30:00  97862700 216.75 211.60 214.74 214.24  213.7571
#> 492 2024-06-14 13:30:00  70122700 215.17 211.30 213.85 212.49  212.0111
#> 493 2024-06-17 13:30:00  93728300 218.95 212.72 213.37 216.67  216.1817
#> 494 2024-06-18 13:30:00  79943300 218.63 213.00 217.59 214.29  213.8070
#> 495 2024-06-20 13:30:00  86172500 214.24 208.85 213.93 209.68  209.2074
#> 496 2024-06-21 13:30:00 246421400 211.89 207.11 210.39 207.49  207.0224
#> 497 2024-06-24 13:30:00  80727000 212.70 206.59 207.72 208.14  207.6709
#> 498 2024-06-25 13:30:00  56713900 211.38 208.61 209.15 209.07  208.5988
#> 499 2024-06-26 13:30:00  66213200 214.86 210.64 211.50 213.25  212.7694
#> 500 2024-06-27 13:30:00  49772700 215.74 212.35 214.69 214.10  213.6175
#> 501 2024-06-28 13:30:00  82542700 216.07 210.30 215.77 210.62  210.1453
#> 502 2024-07-01 13:30:00  60402900 217.51 211.92 212.09 216.75  216.2615
#> 503 2024-07-02 13:30:00  58046200 220.38 215.10 216.15 220.27  219.7735
#> 504 2024-07-03 13:30:00  37369800 221.55 219.03 220.00 221.55  221.0507
#> 505 2024-07-05 13:30:00  60412400 226.45 221.65 221.65 226.34  225.8298
#> 506 2024-07-08 13:30:00  59085900 227.85 223.25 227.09 227.82  227.3065
#> 507 2024-07-09 13:30:00  48076100 229.40 226.37 227.93 228.68  228.1646
#> 508 2024-07-10 13:30:00  62627700 233.08 229.25 229.30 232.98  232.4549
#> 509 2024-07-11 13:30:00  64710600 232.39 225.77 231.39 227.57  227.0571
#> 510 2024-07-12 13:30:00  53046500 232.64 228.68 228.92 230.54  230.0204
#> 511 2024-07-15 13:30:00  62631300 237.23 233.09 236.48 234.40  233.8717
#> 512 2024-07-16 13:30:00  43234300 236.27 232.33 235.00 234.82  234.2907
#> 513 2024-07-17 13:30:00  57345900 231.46 226.64 229.45 228.88  228.3641
#> 514 2024-07-18 13:30:00  66034600 230.44 222.27 230.28 224.18  223.6747
#> 515 2024-07-19 13:30:00  49151500 226.80 223.28 224.82 224.31  223.8044
#> 516 2024-07-22 13:30:00  48201800 227.78 223.09 227.01 223.96  223.4552
#> 517 2024-07-23 13:30:00  39960300 226.94 222.68 224.37 225.01  224.5029
#> 518 2024-07-24 13:30:00  61777600 224.80 217.13 224.00 218.54  218.0474
#> 519 2024-07-25 13:30:00  51391200 220.85 214.62 218.93 217.49  216.9998
#> 520 2024-07-26 13:30:00  41601300 219.49 216.01 218.70 217.96  217.4688
#> 521 2024-07-29 13:30:00  36311800 219.30 215.75 216.96 218.24  217.7481
#> 522 2024-07-30 13:30:00  41643800 220.33 216.12 219.19 218.80  218.3069
#> 523 2024-07-31 13:30:00  50036300 223.82 220.63 221.44 222.08  221.5795
#> 524 2024-08-01 13:30:00  62501000 224.48 217.02 224.37 218.36  217.8678
#> 525 2024-08-02 13:30:00 105568600 225.60 217.71 219.15 219.86  219.3645
#> 526 2024-08-05 13:30:00 119548600 213.50 196.00 199.09 209.27  208.7983
#> 527 2024-08-06 13:30:00  69660500 209.99 201.07 205.30 207.23  206.7629
#> 528 2024-08-07 13:30:00  63516400 213.64 206.39 206.90 209.82  209.3471
#> 529 2024-08-08 13:30:00  47161100 214.20 208.83 213.11 213.31  212.8292
#> 530 2024-08-09 13:30:00  42201600 216.78 211.97 212.10 216.24  215.7526
#> 531 2024-08-12 13:30:00  38028100 219.51 215.60 216.07 217.53  217.2909
#> 532 2024-08-13 13:30:00  44155300 221.89 219.01 219.01 221.27  221.0268
#> 533 2024-08-14 13:30:00  41960600 223.03 219.70 220.57 221.72  221.4763
#> 534 2024-08-15 13:30:00  46414000 225.35 222.76 224.60 224.72  224.4730
#> 535 2024-08-16 13:30:00  44340200 226.83 223.65 223.92 226.05  225.8016
#> 536 2024-08-19 13:30:00  40687800 225.99 223.04 225.72 225.89  225.6418
#> 537 2024-08-20 13:30:00  30299000 227.17 225.45 225.77 226.51  226.2611
#> 538 2024-08-21 13:30:00  34765500 227.98 225.05 226.52 226.40  226.1512
#> 539 2024-08-22 13:30:00  43695300 228.34 223.90 227.79 224.53  224.2832
#> 540 2024-08-23 13:30:00  38677300 228.22 224.33 225.66 226.84  226.5907
#> 541 2024-08-26 13:30:00  30602200 227.28 223.89 226.76 227.18  226.9303
#> 542 2024-08-27 13:30:00  35934600 228.85 224.89 226.00 228.03  227.7794
#> 543 2024-08-28 13:30:00  38052200 229.86 225.68 227.92 226.49  226.2411
#> 544 2024-08-29 13:30:00  51906300 232.92 228.88 230.10 229.79  229.5375
#> 545 2024-08-30 13:30:00  52990800 230.40 227.48 230.19 229.00  228.7483
#> 546 2024-09-03 13:30:00  50190600 229.00 221.17 228.55 222.77  222.5252
#> 547 2024-09-04 13:30:00  43840200 221.78 217.48 221.66 220.85  220.6073
#> 548 2024-09-05 13:30:00  36615400 225.48 221.52 221.63 222.38  222.1356
#> 549 2024-09-06 13:30:00  48423000 225.24 219.77 223.95 220.82  220.5773
#> 550 2024-09-09 13:30:00  67180000 221.27 216.71 220.82 220.91  220.6672
#> 551 2024-09-10 13:30:00  51591000 221.48 216.73 218.92 220.11  219.8681
#> 552 2024-09-11 13:30:00  44587100 223.09 217.89 221.46 222.66  222.4153
#> 553 2024-09-12 13:30:00  37498200 223.55 219.82 222.50 222.77  222.5252
#> 554 2024-09-13 13:30:00  36766600 224.04 221.91 223.58 222.50  222.2555
#> 555 2024-09-16 13:30:00  59357400 217.22 213.92 216.54 216.32  216.0823
#> 556 2024-09-17 13:30:00  45519300 216.90 214.50 215.75 216.79  216.5517
#> 557 2024-09-18 13:30:00  59894900 222.71 217.54 217.55 220.69  220.4475
#> 558 2024-09-19 13:30:00  66781300 229.82 224.63 224.99 228.87  228.6185
#> 559 2024-09-20 13:30:00 318679900 233.09 227.62 229.97 228.20  227.9492
#> 560 2024-09-23 13:30:00  54146000 229.45 225.81 227.34 226.47  226.2211
#> 561 2024-09-24 13:30:00  43556100 229.35 225.73 228.65 227.37  227.1201
#> 562 2024-09-25 13:30:00  42308700 227.29 224.02 224.93 226.37  226.1212
#> 563 2024-09-26 13:30:00  36636700 228.50 225.41 227.30 227.52  227.2700
#> 564 2024-09-27 13:30:00  34026000 229.52 227.30 228.46 227.79  227.5397
#> 565 2024-09-30 13:30:00  54541900 233.00 229.65 230.04 233.00  232.7439
#> 566 2024-10-01 13:30:00  63285000 229.65 223.74 229.52 226.21  225.9614
#> 567 2024-10-02 13:30:00  32880600 227.37 223.02 225.89 226.78  226.5308
#> 568 2024-10-03 13:30:00  34044200 226.81 223.32 225.14 225.67  225.4220
#> 569 2024-10-04 13:30:00  37245100 228.00 224.13 227.90 226.80  226.5508
#> 570 2024-10-07 13:30:00  39505400 225.69 221.33 224.50 221.69  221.4464
#> 571 2024-10-08 13:30:00  31855700 225.98 223.25 224.30 225.77  225.5219
#> 572 2024-10-09 13:30:00  33591100 229.75 224.83 225.23 229.54  229.2877
#> 573 2024-10-10 13:30:00  28183500 229.50 227.17 227.78 229.04  228.7883
#> 574 2024-10-11 13:30:00  31759200 229.41 227.34 229.30 227.55  227.2999
#> 575 2024-10-14 13:30:00  39882100 231.73 228.60 228.70 231.30  231.0458
#> 576 2024-10-15 13:30:00  64751400 237.49 232.37 233.61 233.85  233.5930
#> 577 2024-10-16 13:30:00  34082200 232.12 229.84 231.60 231.78  231.5253
#> 578 2024-10-17 13:30:00  32993800 233.85 230.52 233.43 232.15  231.8949
#> 579 2024-10-18 13:30:00  46431500 236.18 234.01 236.18 235.00  234.7417
#> 580 2024-10-21 13:30:00  36254500 236.85 234.45 234.45 236.48  236.2201
#> 581 2024-10-22 13:30:00  38846600 236.22 232.60 233.89 235.86  235.6008
#> 582 2024-10-23 13:30:00  52287000 235.14 227.76 234.08 230.76  230.5064
#> 583 2024-10-24 13:30:00  31109500 230.82 228.41 229.98 230.57  230.3166
#> 584 2024-10-25 13:30:00  38802300 233.22 229.57 229.74 231.41  231.1557
#> 585 2024-10-28 13:30:00  36087100 234.73 232.55 233.32 233.40  233.1435
#> 586 2024-10-29 13:30:00  35417200 234.33 232.32 233.10 233.67  233.4132
#> 587 2024-10-30 13:30:00  47070900 233.47 229.55 232.61 230.10  229.8471
#> 588 2024-10-31 13:30:00  64370100 229.83 225.37 229.34 225.91  225.6617
#> 589 2024-11-01 13:30:00  65276700 225.35 220.27 220.97 222.91  222.6650
#> 590 2024-11-04 14:30:00  44944500 222.79 219.71 220.99 222.01  221.7660
#> 591 2024-11-05 14:30:00  28111300 223.95 221.14 221.80 223.45  223.2044
#> 592 2024-11-06 14:30:00  54561100 226.07 221.19 222.61 222.72  222.4752
#> 593 2024-11-07 14:30:00  42137700 227.88 224.57 224.63 227.48  227.2300
#> 594 2024-11-08 14:30:00  38328800 228.66 226.41 227.17 226.96  226.9600
#> 595 2024-11-11 14:30:00  42005600 225.70 221.50 225.00 224.23  224.2300
#> 596 2024-11-12 14:30:00  40398300 225.59 223.36 224.55 224.23  224.2300
#> 597 2024-11-13 14:30:00  48566200 226.65 222.76 224.01 225.12  225.1200
#> 598 2024-11-14 14:30:00  44923900 228.87 225.00 225.02 228.22  228.2200
#> 599 2024-11-15 14:30:00  47923700 226.92 224.27 226.40 225.00  225.0000
#> 600 2024-11-18 14:30:00  44686000 229.74 225.17 225.25 228.02  228.0200
#> 601 2024-11-19 14:30:00  36211800 230.16 226.66 226.98 228.28  228.2800
#> 602 2024-11-20 14:30:00  35169600 229.93 225.89 228.06 229.00  229.0000
#> 603 2024-11-21 14:30:00  42108300 230.16 225.71 228.88 228.52  228.5200
#> 604 2024-11-22 14:30:00  38168300 230.72 228.06 228.06 229.87  229.8700
#> 605 2024-11-25 14:30:00  90152800 233.25 229.74 231.46 232.87  232.8700
#> 606 2024-11-26 14:30:00  45986200 235.57 233.33 233.33 235.06  235.0600
#> 607 2024-11-27 14:30:00  33498400 235.69 233.81 234.47 234.93  234.9300
#> 608 2024-11-29 14:30:00  28481400 237.81 233.97 234.81 237.33  237.3300
#> 609 2024-12-02 14:30:00  48137100 240.79 237.16 237.27 239.59  239.5900
#> 610 2024-12-03 14:30:00  38861000 242.76 238.90 239.81 242.65  242.6500
#> 611 2024-12-04 14:30:00  44383900 244.11 241.25 242.87 243.01  243.0100
#> 612 2024-12-05 14:30:00  40033900 244.54 242.13 243.99 243.04  243.0400
#> 613 2024-12-06 14:30:00  36870600 244.63 242.08 242.91 242.84  242.8400
#> 614 2024-12-09 14:30:00  44649200 247.24 241.75 241.83 246.75  246.7500
#> 615 2024-12-10 14:30:00  36914800 248.21 245.34 246.89 247.77  247.7700
#> 616 2024-12-11 14:30:00  45205800 250.80 246.26 247.96 246.49  246.4900
#> 617 2024-12-12 14:30:00  32777500 248.74 245.68 246.89 247.96  247.9600
#> 618 2024-12-13 14:30:00  33155300 249.29 246.24 247.82 248.13  248.1300
#> 619 2024-12-16 14:30:00  51694800 251.38 247.65 247.99 251.04  251.0400
#> 620 2024-12-17 14:30:00  51356400 253.83 249.78 250.08 253.48  253.4800
#> 621 2024-12-18 14:30:00  56774100 254.28 247.74 252.16 248.05  248.0500
#> 622 2024-12-19 14:30:00  60882300 252.00 247.09 247.50 249.79  249.7900
#> 623 2024-12-20 14:30:00 147495300 255.00 245.69 248.04 254.49  254.4900
#> 624 2024-12-23 14:30:00  40858800 255.65 253.45 254.77 255.27  255.2700
#> 625 2024-12-24 14:30:00  23234700 258.21 255.29 255.49 258.20  258.2000
#> 626 2024-12-26 14:30:00  27237100 260.10 257.63 258.19 259.02  259.0200
#> 627 2024-12-27 14:30:00  42355300 258.70 253.06 257.83 255.59  255.5900
#> 628 2024-12-30 14:30:00  35557500 253.50 250.75 252.23 252.20  252.2000
#> 629 2024-12-31 14:30:00  39480700 253.28 249.43 252.44 250.42  250.4200
#> 630 2025-01-02 14:30:00  55740700 249.10 241.82 248.93 243.85  243.8500
#> 631 2025-01-03 14:30:00  40244100 244.18 241.89 243.36 243.36  243.3600
#> 632 2025-01-06 14:30:00  45045600 247.33 243.20 244.31 245.00  245.0000
#> 633 2025-01-07 14:30:00  40856000 245.55 241.35 242.98 242.21  242.2100
#> 634 2025-01-08 14:30:00  37628900 243.71 240.05 241.92 242.70  242.7000
#> 635 2025-01-10 14:30:00  61710900 240.16 233.00 240.01 236.85  236.8500
#> 636 2025-01-13 14:30:00  49630700 234.67 229.72 233.53 234.40  234.4000
#> 637 2025-01-14 14:30:00  39435300 236.12 232.47 234.75 233.28  233.2800
#> 638 2025-01-15 14:30:00  39832000 238.96 234.43 234.64 237.87  237.8700
#> 639 2025-01-16 14:30:00  71759100 238.01 228.03 237.35 228.26  228.2600
#> 640 2025-01-17 14:30:00  68488300 232.29 228.48 232.12 229.98  229.9800
#> 641 2025-01-21 14:30:00  98070400 224.42 219.38 224.00 222.64  222.6400
#> 642 2025-01-22 14:30:00  64126500 224.12 219.79 219.79 223.83  223.8300
#> 643 2025-01-23 14:30:00  60234800 227.03 222.30 224.74 223.66  223.6600
#> 644 2025-01-24 14:30:00  54619500 225.63 221.41 224.78 222.78  222.7800
aapl$get_history(start = '2022-07-01', end = '2022-07-14', interval = '1d')
#>                  date   volume   high    low   open  close adj_close
#> 1 2022-07-01 13:30:00 71051600 139.04 135.66 136.04 138.93  137.0661
#> 2 2022-07-05 13:30:00 73353800 141.61 136.93 137.77 141.56  139.6609
#> 3 2022-07-06 13:30:00 74064300 144.12 141.08 141.35 142.92  141.0026
#> 4 2022-07-07 13:30:00 66253700 146.55 143.28 143.29 146.35  144.3866
#> 5 2022-07-08 13:30:00 64547800 147.55 145.00 145.26 147.04  145.0673
#> 6 2022-07-11 13:30:00 63141600 146.64 143.78 145.67 144.87  142.9265
#> 7 2022-07-12 13:30:00 77588800 148.45 145.05 145.76 145.86  143.9032
#> 8 2022-07-13 13:30:00 71185600 146.45 142.12 142.99 145.49  143.5381
aapl$get_history(period = '1mo', interval = '1d')
#>                   date   volume   high    low   open  close adj_close
#> 1  2024-12-26 14:30:00 27237100 260.10 257.63 258.19 259.02    259.02
#> 2  2024-12-27 14:30:00 42355300 258.70 253.06 257.83 255.59    255.59
#> 3  2024-12-30 14:30:00 35557500 253.50 250.75 252.23 252.20    252.20
#> 4  2024-12-31 14:30:00 39480700 253.28 249.43 252.44 250.42    250.42
#> 5  2025-01-02 14:30:00 55740700 249.10 241.82 248.93 243.85    243.85
#> 6  2025-01-03 14:30:00 40244100 244.18 241.89 243.36 243.36    243.36
#> 7  2025-01-06 14:30:00 45045600 247.33 243.20 244.31 245.00    245.00
#> 8  2025-01-07 14:30:00 40856000 245.55 241.35 242.98 242.21    242.21
#> 9  2025-01-08 14:30:00 37628900 243.71 240.05 241.92 242.70    242.70
#> 10 2025-01-10 14:30:00 61710900 240.16 233.00 240.01 236.85    236.85
#> 11 2025-01-13 14:30:00 49630700 234.67 229.72 233.53 234.40    234.40
#> 12 2025-01-14 14:30:00 39435300 236.12 232.47 234.75 233.28    233.28
#> 13 2025-01-15 14:30:00 39832000 238.96 234.43 234.64 237.87    237.87
#> 14 2025-01-16 14:30:00 71759100 238.01 228.03 237.35 228.26    228.26
#> 15 2025-01-17 14:30:00 68488300 232.29 228.48 232.12 229.98    229.98
#> 16 2025-01-21 14:30:00 98070400 224.42 219.38 224.00 222.64    222.64
#> 17 2025-01-22 14:30:00 64126500 224.12 219.79 219.79 223.83    223.83
#> 18 2025-01-23 14:30:00 60234800 227.03 222.30 224.74 223.66    223.66
#> 19 2025-01-24 14:30:00 54619500 225.63 221.41 224.78 222.78    222.78
# }