DataDiveWeek6
library(tidyverse)## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.1.4 ✔ readr 2.1.5
## ✔ forcats 1.0.0 ✔ stringr 1.5.1
## ✔ ggplot2 3.5.1 ✔ tibble 3.2.1
## ✔ lubridate 1.9.3 ✔ tidyr 1.3.1
## ✔ purrr 1.0.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorslibrary(gapminder)
library(ggthemes)
library(dplyr)
data <- read.csv("C:/Users/aiden/OneDrive/mergedfile.csv")Question 1
Build at least two pairs of numeric variables
- Build at least two pairs of numeric variables
- For each pair of variables, include at least one column that you created (i.e., calculated based on others) All variables for this data dive should be either continuous (i.e., numeric) or ordered (e.g., [‘small’, ‘medium’, ‘large’] is okay, but [“apples”, “oranges”, “bananas”] is not)
- At least one pair should be a response variable and an explanatory variable
# Calculate the average volume by year and sector
average_volume_by_sector <- data |>
# Convert the Date column to Date class if it exists
mutate(Date = as.Date(Date, format = "%Y-%m-%d")) |>
# Extract the year from the Date column
mutate(Year = format(Date, "%Y")) |>
# Group by Year and Sector
group_by(Year, Sector) |>
# Compute the average volume for each sector per year
summarize(AverageVolume = mean(Volume, na.rm = TRUE), .groups = 'drop') |>
# Optionally, arrange the data by Year and Sector
arrange(Year, Sector)
# Display the result for average volume by sector and year
print(average_volume_by_sector)## # A tibble: 165 × 3
## Year Sector AverageVolume
## <chr> <chr> <dbl>
## 1 2010 Basic Materials 1228253.
## 2 2010 Communication Services 97382336.
## 3 2010 Consumer Cyclical 17629489.
## 4 2010 Consumer Defensive 5068154.
## 5 2010 Energy 4846283.
## 6 2010 Financial Services 15719160.
## 7 2010 Healthcare 6844704.
## 8 2010 Industrials 3791741.
## 9 2010 Real Estate 1911590.
## 10 2010 Technology 50126234.
## # ℹ 155 more rows# Calculate intraday mean for a specific stock (e.g., AAPL)
intraday_means <- data |>
# Convert the Date column to Date class
mutate(TradeDate = as.Date(as.character(Date), format = "%Y-%m-%d")) |>
# Calculate the intraday mean (average of Open and Close prices)
mutate(IntradayMean = (Open + Close) / 2) |>
# Select only the relevant columns: Symbol, TradeDate, and IntradayMean
select(Symbol, TradeDate, Open, Close, IntradayMean, Volume) |>
# Filter for a specific stock (replace 'AAPL' with your stock symbol)
filter(Symbol == 'AAPL')
# Display the result for intraday means
print(intraday_means)## Symbol TradeDate Open Close IntradayMean Volume
## 1 AAPL 2010-01-04 7.622500 7.643214 7.632857 493729600
## 2 AAPL 2010-01-05 7.664286 7.656429 7.660357 601904800
## 3 AAPL 2010-01-06 7.656429 7.534643 7.595536 552160000
## 4 AAPL 2010-01-07 7.562500 7.520714 7.541607 477131200
## 5 AAPL 2010-01-08 7.510714 7.570714 7.540714 447610800
## 6 AAPL 2010-01-11 7.600000 7.503929 7.551965 462229600
## 7 AAPL 2010-01-12 7.471071 7.418571 7.444821 594459600
## 8 AAPL 2010-01-13 7.423929 7.523214 7.473572 605892000
## 9 AAPL 2010-01-14 7.503929 7.479643 7.491786 432894000
## 10 AAPL 2010-01-15 7.533214 7.354643 7.443928 594067600
## 11 AAPL 2010-01-19 7.440357 7.680000 7.560179 730007600
## 12 AAPL 2010-01-20 7.675357 7.561786 7.618572 612152800
## 13 AAPL 2010-01-21 7.574286 7.431071 7.502678 608154400
## 14 AAPL 2010-01-22 7.385000 7.062500 7.223750 881767600
## 15 AAPL 2010-01-25 7.232500 7.252500 7.242500 1065699600
## 16 AAPL 2010-01-26 7.355357 7.355000 7.355179 1867110000
## 17 AAPL 2010-01-27 7.387500 7.424286 7.405893 1722568400
## 18 AAPL 2010-01-28 7.318929 7.117500 7.218215 1173502400
## 19 AAPL 2010-01-29 7.181429 6.859286 7.020357 1245952400
## 20 AAPL 2010-02-01 6.870357 6.954643 6.912500 749876400
## 21 AAPL 2010-02-02 6.996786 6.995000 6.995893 698342400
## 22 AAPL 2010-02-03 6.970357 7.115357 7.042857 615328000
## 23 AAPL 2010-02-04 7.026071 6.858929 6.942500 757652000
## 24 AAPL 2010-02-05 6.879643 6.980714 6.930178 850306800
## 25 AAPL 2010-02-08 6.988929 6.932857 6.960893 478270800
## 26 AAPL 2010-02-09 7.015000 7.006786 7.010893 632886800
## 27 AAPL 2010-02-10 6.996071 6.968571 6.982321 370361600
## 28 AAPL 2010-02-11 6.960000 7.095357 7.027678 550345600
## 29 AAPL 2010-02-12 7.075357 7.156429 7.115893 655468800
## 30 AAPL 2010-02-16 7.212143 7.264286 7.238214 543737600
## 31 AAPL 2010-02-17 7.292500 7.233929 7.263215 436396800
## 32 AAPL 2010-02-18 7.201071 7.247500 7.224285 422825200
## 33 AAPL 2010-02-19 7.209286 7.202500 7.205893 415469600
## 34 AAPL 2010-02-22 7.226429 7.157857 7.192143 390563600
## 35 AAPL 2010-02-23 7.142857 7.037857 7.090357 575094800
## 36 AAPL 2010-02-24 7.079643 7.166429 7.123036 460566400
## 37 AAPL 2010-02-25 7.049286 7.214286 7.131786 665126000
## 38 AAPL 2010-02-26 7.227857 7.307857 7.267857 507460800
## 39 AAPL 2010-03-01 7.348214 7.463929 7.406072 550093600
## 40 AAPL 2010-03-02 7.497500 7.458929 7.478215 566546400
## 41 AAPL 2010-03-03 7.462143 7.476071 7.469107 372052800
## 42 AAPL 2010-03-04 7.474286 7.525357 7.499821 366041200
## 43 AAPL 2010-03-05 7.676429 7.819643 7.748036 899620400
## 44 AAPL 2010-03-08 7.857500 7.824286 7.840893 429889600
## 45 AAPL 2010-03-09 7.796786 7.965000 7.880893 920259200
## 46 AAPL 2010-03-10 7.993929 8.030000 8.011964 596218000
## 47 AAPL 2010-03-11 7.996786 8.053571 8.025178 405700400
## 48 AAPL 2010-03-12 8.120357 8.092857 8.106607 416323600
## 49 AAPL 2010-03-15 8.049286 7.994286 8.021786 493502800
## 50 AAPL 2010-03-16 8.006429 8.016071 8.011250 446908000
## 51 AAPL 2010-03-17 8.032143 8.004286 8.018214 450956800
## 52 AAPL 2010-03-18 8.003571 8.023214 8.013392 342109600
## 53 AAPL 2010-03-19 8.028214 7.937500 7.982857 559445600
## 54 AAPL 2010-03-22 7.873929 8.026786 7.950357 456419600
## 55 AAPL 2010-03-23 8.058571 8.155714 8.107142 602431200
## 56 AAPL 2010-03-24 8.130000 8.191786 8.160893 597780400
## 57 AAPL 2010-03-25 8.247143 8.094643 8.170893 542284400
## 58 AAPL 2010-03-26 8.176786 8.246429 8.211608 640875200
## 59 AAPL 2010-03-29 8.321429 8.299643 8.310536 540744400
## 60 AAPL 2010-03-30 8.450000 8.423214 8.436607 527310000
## 61 AAPL 2010-03-31 8.410357 8.392857 8.401607 430659600
## 62 AAPL 2010-04-01 8.478929 8.427500 8.453214 603145200
## 63 AAPL 2010-04-05 8.392143 8.517500 8.454822 684507600
## 64 AAPL 2010-04-06 8.507143 8.555000 8.531072 447017200
## 65 AAPL 2010-04-07 8.555357 8.592857 8.574107 628502000
## 66 AAPL 2010-04-08 8.587143 8.569643 8.578393 572989200
## 67 AAPL 2010-04-09 8.622500 8.635357 8.628929 334182800
## 68 AAPL 2010-04-12 8.650000 8.653214 8.651607 333026400
## 69 AAPL 2010-04-13 8.637857 8.658214 8.648036 306210800
## 70 AAPL 2010-04-14 8.760000 8.774643 8.767322 404076400
## 71 AAPL 2010-04-15 8.777857 8.890000 8.833929 376784800
## 72 AAPL 2010-04-16 8.877500 8.835714 8.856607 750545600
## 73 AAPL 2010-04-19 8.822500 8.823929 8.823215 566924400
## 74 AAPL 2010-04-20 8.876429 8.735357 8.805893 738326400
## 75 AAPL 2010-04-21 9.242857 9.257857 9.250357 982391200
## 76 AAPL 2010-04-22 9.222857 9.516786 9.369822 793424800
## 77 AAPL 2010-04-23 9.571071 9.672500 9.621785 796955600
## 78 AAPL 2010-04-26 9.710000 9.625000 9.667500 479068800
## 79 AAPL 2010-04-27 9.545357 9.358571 9.451964 709343600
## 80 AAPL 2010-04-28 9.401786 9.342857 9.372322 758402400
## 81 AAPL 2010-04-29 9.393571 9.594286 9.493928 558840800
## 82 AAPL 2010-04-30 9.618214 9.324643 9.471428 542463600
## 83 AAPL 2010-05-03 9.422857 9.512500 9.467679 454342000
## 84 AAPL 2010-05-04 9.388929 9.238571 9.313750 723819600
## 85 AAPL 2010-05-05 9.036786 9.142500 9.089643 883103200
## 86 AAPL 2010-05-06 9.065357 8.794643 8.930000 1285860800
## 87 AAPL 2010-05-07 8.703929 8.423571 8.563750 1676018400
## 88 AAPL 2010-05-10 8.937500 9.071071 9.004285 984306400
## 89 AAPL 2010-05-11 8.994286 9.161429 9.077857 848906800
## 90 AAPL 2010-05-12 9.258571 9.360357 9.309464 654379600
## 91 AAPL 2010-05-13 9.400714 9.227143 9.313929 599712400
## 92 AAPL 2010-05-14 9.112857 9.065000 9.088928 759362800
## 93 AAPL 2010-05-17 9.096429 9.079286 9.087857 762834800
## 94 AAPL 2010-05-18 9.177857 9.012857 9.095357 782678400
## 95 AAPL 2010-05-19 8.910714 8.869286 8.890000 1025726800
## 96 AAPL 2010-05-20 8.638571 8.491429 8.565000 1282915200
## 97 AAPL 2010-05-21 8.315000 8.654286 8.484643 1223891200
## 98 AAPL 2010-05-24 8.831429 8.812857 8.822143 754238800
## 99 AAPL 2010-05-25 8.548214 8.757857 8.653036 1048006400
## 100 AAPL 2010-05-26 8.931429 8.718214 8.824821 850654000
## 101 AAPL 2010-05-27 8.950000 9.048214 8.999107 666282400
## 102 AAPL 2010-05-28 9.263929 9.174286 9.219108 815614800
## 103 AAPL 2010-06-01 9.274643 9.315357 9.295000 876472800
## 104 AAPL 2010-06-02 9.447857 9.426786 9.437322 688548000
## 105 AAPL 2010-06-03 9.470714 9.397143 9.433928 650106800
## 106 AAPL 2010-06-04 9.221786 9.141429 9.181607 758304400
## 107 AAPL 2010-06-07 9.224643 8.962143 9.093393 886942000
## 108 AAPL 2010-06-08 9.044286 8.904643 8.974464 1000770400
## 109 AAPL 2010-06-09 8.981071 8.685714 8.833393 854630000
## 110 AAPL 2010-06-10 8.744286 8.946786 8.845536 776356000
## 111 AAPL 2010-06-11 8.865357 9.053929 8.959643 545759200
## 112 AAPL 2010-06-14 9.141429 9.081429 9.111429 602960400
## 113 AAPL 2010-06-15 9.130000 9.274643 9.202322 585074000
## 114 AAPL 2010-06-16 9.325000 9.544643 9.434822 783678000
## 115 AAPL 2010-06-17 9.664286 9.709643 9.686965 872855200
## 116 AAPL 2010-06-18 9.723214 9.788214 9.755714 784621600
## 117 AAPL 2010-06-21 9.917500 9.648929 9.783214 776490400
## 118 AAPL 2010-06-22 9.720000 9.780357 9.750179 717262000
## 119 AAPL 2010-06-23 9.806429 9.677500 9.741964 768457200
## 120 AAPL 2010-06-24 9.678571 9.607143 9.642857 714277200
## 121 AAPL 2010-06-25 9.645000 9.525000 9.585000 549942400
## 122 AAPL 2010-06-28 9.533214 9.582143 9.557678 584948000
## 123 AAPL 2010-06-29 9.432857 9.148929 9.290893 1133344800
## 124 AAPL 2010-06-30 9.168214 8.983214 9.075714 739452000
## 125 AAPL 2010-07-01 9.082143 8.874286 8.978214 1022896000
## 126 AAPL 2010-07-02 8.946071 8.819286 8.882679 693842800
## 127 AAPL 2010-07-06 8.964286 8.879643 8.921965 615235600
## 128 AAPL 2010-07-07 8.946071 9.238214 9.092142 654556000
## 129 AAPL 2010-07-08 9.374286 9.217500 9.295893 738144400
## 130 AAPL 2010-07-09 9.174643 9.272143 9.223393 433322400
## 131 AAPL 2010-07-12 9.233214 9.188929 9.211071 562878400
## 132 AAPL 2010-07-13 9.154286 8.992857 9.073572 1190924000
## 133 AAPL 2010-07-14 8.906429 9.026071 8.966250 812047600
## 134 AAPL 2010-07-15 8.865357 8.980357 8.922857 824866000
## 135 AAPL 2010-07-16 9.042143 8.925000 8.983572 1039858400
## 136 AAPL 2010-07-19 8.924286 8.770714 8.847500 1024478000
## 137 AAPL 2010-07-20 8.675000 8.996071 8.835536 1074950800
## 138 AAPL 2010-07-21 9.467500 9.080000 9.273750 1185671200
## 139 AAPL 2010-07-22 9.202857 9.250714 9.226786 645318800
## 140 AAPL 2010-07-23 9.181786 9.283571 9.232678 533388800
## 141 AAPL 2010-07-26 9.285714 9.260000 9.272857 420551600
## 142 AAPL 2010-07-27 9.316786 9.431429 9.374107 584771600
## 143 AAPL 2010-07-28 9.416786 9.320000 9.368393 519985200
## 144 AAPL 2010-07-29 9.311071 9.218214 9.264643 643806800
## 145 AAPL 2010-07-30 9.138929 9.187500 9.163215 448210000
## 146 AAPL 2010-08-02 9.301429 9.351786 9.326607 428055600
## 147 AAPL 2010-08-03 9.321786 9.354643 9.338214 417653600
## 148 AAPL 2010-08-04 9.387143 9.392143 9.389643 420375200
## 149 AAPL 2010-08-05 9.347500 9.346429 9.346964 289097200
## 150 AAPL 2010-08-06 9.277857 9.288929 9.283393 444897600
## 151 AAPL 2010-08-09 9.338571 9.348214 9.343392 303128000
## 152 AAPL 2010-08-10 9.280357 9.264643 9.272500 451920000
## 153 AAPL 2010-08-11 9.121429 8.935357 9.028393 620054400
## 154 AAPL 2010-08-12 8.810357 8.992500 8.901429 534920400
## 155 AAPL 2010-08-13 8.987500 8.896429 8.941965 354869200
## 156 AAPL 2010-08-16 8.842143 8.844286 8.843215 318430000
## 157 AAPL 2010-08-17 8.931429 8.998929 8.965179 422640400
## 158 AAPL 2010-08-18 9.012857 9.038214 9.025536 339696000
## 159 AAPL 2010-08-19 9.030000 8.924286 8.977143 426706000
## 160 AAPL 2010-08-20 8.906786 8.915714 8.911250 384230000
## 161 AAPL 2010-08-23 8.992500 8.778571 8.885536 414041600
## 162 AAPL 2010-08-24 8.666786 8.568929 8.617857 602565600
## 163 AAPL 2010-08-25 8.501429 8.674643 8.588036 596867600
## 164 AAPL 2010-08-26 8.766071 8.581429 8.673750 466505200
## 165 AAPL 2010-08-27 8.633929 8.629286 8.631608 548391200
## 166 AAPL 2010-08-30 8.598571 8.660714 8.629642 383289200
## 167 AAPL 2010-08-31 8.637500 8.682143 8.659822 420786800
## 168 AAPL 2010-09-01 8.838214 8.940357 8.889286 697037600
## 169 AAPL 2010-09-02 8.973571 9.006071 8.989821 415427600
## 170 AAPL 2010-09-03 9.110357 9.241786 9.176072 520788800
## 171 AAPL 2010-09-07 9.165714 9.207500 9.186607 342557600
## 172 AAPL 2010-09-08 9.277857 9.390000 9.333929 526551200
## 173 AAPL 2010-09-09 9.465714 9.395357 9.430536 438575200
## 174 AAPL 2010-09-10 9.399643 9.407500 9.403572 387542400
## 175 AAPL 2010-09-13 9.493571 9.537143 9.515357 388780000
## 176 AAPL 2010-09-14 9.507500 9.573571 9.540535 408150400
## 177 AAPL 2010-09-15 9.577500 9.650714 9.614107 429368800
## 178 AAPL 2010-09-16 9.651429 9.877500 9.764464 652103200
## 179 AAPL 2010-09-17 9.917500 9.834643 9.876071 634477200
## 180 AAPL 2010-09-20 9.860000 10.115357 9.987679 658677600
## 181 AAPL 2010-09-21 10.137857 10.134643 10.136250 668074400
## 182 AAPL 2010-09-22 10.096786 10.276786 10.186786 585289600
## 183 AAPL 2010-09-23 10.226071 10.318571 10.272321 786116800
## 184 AAPL 2010-09-24 10.432143 10.440000 10.436071 649488000
## 185 AAPL 2010-09-27 10.499286 10.398571 10.448928 482834800
## 186 AAPL 2010-09-28 10.420357 10.245000 10.332678 1035042400
## 187 AAPL 2010-09-29 10.258214 10.263214 10.260714 469644000
## 188 AAPL 2010-09-30 10.321429 10.133929 10.227679 673391600
## 189 AAPL 2010-10-01 10.219643 10.090000 10.154821 448142800
## 190 AAPL 2010-10-04 10.057143 9.951429 10.004286 435302000
## 191 AAPL 2010-10-05 10.071429 10.319286 10.195358 501967200
## 192 AAPL 2010-10-06 10.342500 10.328214 10.335357 670868800
## 193 AAPL 2010-10-07 10.369286 10.329286 10.349286 408399600
## 194 AAPL 2010-10-08 10.418214 10.502500 10.460357 658403200
## 195 AAPL 2010-10-11 10.526429 10.548571 10.537500 427753200
## 196 AAPL 2010-10-12 10.550357 10.662143 10.606250 558544000
## 197 AAPL 2010-10-13 10.721429 10.719286 10.720357 630092400
## 198 AAPL 2010-10-14 10.774643 10.796786 10.785715 435296400
## 199 AAPL 2010-10-15 10.980000 11.240714 11.110357 922194000
## 200 AAPL 2010-10-18 11.373929 11.357143 11.365536 1093010800
## 201 AAPL 2010-10-19 10.835714 11.053214 10.944464 1232784000
## 202 AAPL 2010-10-20 11.035714 11.090357 11.063035 721624400
## 203 AAPL 2010-10-21 11.155714 11.054286 11.105000 551460000
## 204 AAPL 2010-10-22 11.038214 10.981071 11.009643 372778000
## 205 AAPL 2010-10-25 11.038929 11.030000 11.034464 392462000
## 206 AAPL 2010-10-26 10.959643 11.001786 10.980715 392929600
## 207 AAPL 2010-10-27 10.987500 10.993929 10.990715 399002800
## 208 AAPL 2010-10-28 10.998214 10.901429 10.949821 551051200
## 209 AAPL 2010-10-29 10.865357 10.749286 10.807322 430511200
## 210 AAPL 2010-11-01 10.793571 10.863571 10.828571 423889200
## 211 AAPL 2010-11-02 10.964286 11.048571 11.006428 433930000
## 212 AAPL 2010-11-03 11.120357 11.171429 11.145893 508348400
## 213 AAPL 2010-11-04 11.266071 11.366786 11.316429 642488000
## 214 AAPL 2010-11-05 11.356786 11.326071 11.341428 361253200
## 215 AAPL 2010-11-08 11.328571 11.379286 11.353929 281758400
## 216 AAPL 2010-11-09 11.466071 11.288571 11.377321 383544000
## 217 AAPL 2010-11-10 11.308571 11.358214 11.333393 384227200
## 218 AAPL 2010-11-11 11.250000 11.308929 11.279465 361284000
## 219 AAPL 2010-11-12 11.285714 11.001071 11.143393 795846800
## 220 AAPL 2010-11-15 11.016429 10.965714 10.991072 403606000
## 221 AAPL 2010-11-16 10.918571 10.771071 10.844821 657650000
## 222 AAPL 2010-11-17 10.757143 10.732143 10.744643 479449600
## 223 AAPL 2010-11-18 10.900000 11.015357 10.957678 494491200
## 224 AAPL 2010-11-19 10.998929 10.954643 10.976786 384843200
## 225 AAPL 2010-11-22 10.952857 11.191429 11.072143 393075200
## 226 AAPL 2010-11-23 11.087500 11.026071 11.056785 519447600
## 227 AAPL 2010-11-24 11.142857 11.242857 11.192857 413725200
## 228 AAPL 2010-11-26 11.205000 11.250000 11.227500 237585600
## 229 AAPL 2010-11-29 11.267857 11.316786 11.292321 445785200
## 230 AAPL 2010-11-30 11.197857 11.112500 11.155179 501858000
## 231 AAPL 2010-12-01 11.259643 11.300000 11.279821 461750800
## 232 AAPL 2010-12-02 11.340357 11.362500 11.351429 462837200
## 233 AAPL 2010-12-03 11.321786 11.337143 11.329464 342092800
## 234 AAPL 2010-12-06 11.380000 11.433929 11.406965 448481600
## 235 AAPL 2010-12-07 11.564286 11.364643 11.464465 391454000
## 236 AAPL 2010-12-08 11.415357 11.464643 11.440000 321935600
## 237 AAPL 2010-12-09 11.504643 11.420000 11.462322 294151200
## 238 AAPL 2010-12-10 11.416071 11.448571 11.432321 262511200
## 239 AAPL 2010-12-13 11.584643 11.488214 11.536428 439815600
## 240 AAPL 2010-12-14 11.490357 11.438929 11.464643 351008000
## 241 AAPL 2010-12-15 11.428571 11.441429 11.435000 417312000
## 242 AAPL 2010-12-16 11.467500 11.473214 11.470357 322030800
## 243 AAPL 2010-12-17 11.486786 11.450357 11.468572 386929200
## 244 AAPL 2010-12-20 11.485714 11.507500 11.496607 385610400
## 245 AAPL 2010-12-21 11.535714 11.578571 11.557143 256354000
## 246 AAPL 2010-12-22 11.584286 11.612857 11.598571 265921600
## 247 AAPL 2010-12-23 11.607143 11.557143 11.582143 223157200
## 248 AAPL 2010-12-27 11.530357 11.595714 11.563035 249816000
## 249 AAPL 2010-12-28 11.639643 11.623929 11.631786 175924000
## 250 AAPL 2010-12-29 11.650714 11.617500 11.634107 163139200
## 251 AAPL 2010-12-30 11.624286 11.559286 11.591786 157494400
## 252 AAPL 2010-12-31 11.533929 11.520000 11.526965 193508000
## 253 AAPL 2011-01-03 11.630000 11.770357 11.700179 445138400
## 254 AAPL 2011-01-04 11.872857 11.831786 11.852322 309080800
## 255 AAPL 2011-01-05 11.769643 11.928571 11.849107 255519600
## 256 AAPL 2011-01-06 11.954286 11.918929 11.936607 300428800
## 257 AAPL 2011-01-07 11.928214 12.004286 11.966250 311931200
## 258 AAPL 2011-01-10 12.101071 12.230357 12.165714 448560000
## 259 AAPL 2011-01-11 12.317143 12.201429 12.259286 444108000
## 260 AAPL 2011-01-12 12.258929 12.300714 12.279821 302590400
## 261 AAPL 2011-01-13 12.327143 12.345714 12.336428 296780400
## 262 AAPL 2011-01-14 12.353214 12.445714 12.399464 308840000
## 263 AAPL 2011-01-18 11.768571 12.166071 11.967321 1880998000
## 264 AAPL 2011-01-19 12.441071 12.101429 12.271250 1135612800
## 265 AAPL 2011-01-20 12.015357 11.881429 11.948393 764789200
## 266 AAPL 2011-01-21 11.920357 11.668571 11.794464 754401200
## 267 AAPL 2011-01-24 11.673929 12.051786 11.862858 574683200
## 268 AAPL 2011-01-25 12.011786 12.192857 12.102322 546868000
## 269 AAPL 2011-01-26 12.248571 12.280357 12.264464 506875600
## 270 AAPL 2011-01-27 12.277857 12.257500 12.267678 285026000
## 271 AAPL 2011-01-28 12.291786 12.003571 12.147678 592057200
## 272 AAPL 2011-01-31 11.992857 12.118571 12.055714 377246800
## 273 AAPL 2011-02-01 12.189286 12.322500 12.255893 426633200
## 274 AAPL 2011-02-02 12.301786 12.297143 12.299465 258955200
## 275 AAPL 2011-02-03 12.278571 12.265714 12.272142 393797600
## 276 AAPL 2011-02-04 12.272857 12.375000 12.323928 321840400
## 277 AAPL 2011-02-07 12.424643 12.567143 12.495893 485021600
## 278 AAPL 2011-02-08 12.631429 12.685714 12.658571 381040800
## 279 AAPL 2011-02-09 12.685357 12.791429 12.738393 482745200
## 280 AAPL 2011-02-10 12.763929 12.662143 12.713036 928550000
## 281 AAPL 2011-02-11 12.669643 12.744643 12.707143 367572800
## 282 AAPL 2011-02-14 12.742500 12.827857 12.785179 310416400
## 283 AAPL 2011-02-15 12.828214 12.853571 12.840892 284174800
## 284 AAPL 2011-02-16 12.885714 12.968929 12.927321 481157600
## 285 AAPL 2011-02-17 12.758929 12.796429 12.777679 530583200
## 286 AAPL 2011-02-18 12.811071 12.520000 12.665536 816057200
## 287 AAPL 2011-02-22 12.219643 12.093214 12.156428 872555600
## 288 AAPL 2011-02-23 12.098929 12.236429 12.167679 671854400
## 289 AAPL 2011-02-24 12.286429 12.245714 12.266072 499900800
## 290 AAPL 2011-02-25 12.330714 12.434286 12.382500 380018800
## 291 AAPL 2011-02-28 12.544286 12.614643 12.579464 403074000
## 292 AAPL 2011-03-01 12.695357 12.475357 12.585357 456136800
## 293 AAPL 2011-03-02 12.498571 12.575714 12.537143 602590800
## 294 AAPL 2011-03-03 12.756786 12.841429 12.799108 500788400
## 295 AAPL 2011-03-04 12.859643 12.857143 12.858393 453266800
## 296 AAPL 2011-03-07 12.907143 12.691429 12.799286 546123200
## 297 AAPL 2011-03-08 12.675357 12.705714 12.690536 356316800
## 298 AAPL 2011-03-09 12.667500 12.588214 12.627857 453306000
## 299 AAPL 2011-03-10 12.468571 12.381071 12.424821 507539200
## 300 AAPL 2011-03-11 12.333214 12.571071 12.452142 471080400
## 301 AAPL 2011-03-14 12.613571 12.627143 12.620357 435957200
## 302 AAPL 2011-03-15 12.217857 12.336786 12.277322 721081200
## 303 AAPL 2011-03-16 12.214286 11.786071 12.000178 1162011200
## 304 AAPL 2011-03-17 12.029643 11.951429 11.990536 659422400
## 305 AAPL 2011-03-18 12.040357 11.809643 11.925000 753214000
## 306 AAPL 2011-03-21 11.999643 12.117857 12.058750 409402000
## 307 AAPL 2011-03-22 12.234286 12.185714 12.210000 325922800
## 308 AAPL 2011-03-23 12.117143 12.113929 12.115536 372996400
## 309 AAPL 2011-03-24 12.208929 12.320357 12.264643 404712000
## 310 AAPL 2011-03-25 12.431071 12.555000 12.493036 448910000
## 311 AAPL 2011-03-28 12.612500 12.515714 12.564107 309355200
## 312 AAPL 2011-03-29 12.416429 12.534286 12.475357 352900800
## 313 AAPL 2011-03-30 12.522857 12.451071 12.486964 329406000
## 314 AAPL 2011-03-31 12.370000 12.446786 12.408393 274019200
## 315 AAPL 2011-04-01 12.539643 12.305714 12.422678 418661600
## 316 AAPL 2011-04-04 12.296786 12.185357 12.241072 460084800
## 317 AAPL 2011-04-05 12.035357 12.103214 12.069286 482731200
## 318 AAPL 2011-04-06 12.186429 12.072857 12.129643 402539200
## 319 AAPL 2011-04-07 12.075000 12.074286 12.074643 373447200
## 320 AAPL 2011-04-08 12.140000 11.966429 12.053215 377535200
## 321 AAPL 2011-04-11 11.930714 11.814286 11.872500 398946800
## 322 AAPL 2011-04-12 11.803214 11.871429 11.837322 425639200
## 323 AAPL 2011-04-13 11.965000 12.004643 11.984822 346220000
## 324 AAPL 2011-04-14 11.957143 11.872143 11.914643 301800800
## 325 AAPL 2011-04-15 11.903571 11.695000 11.799285 453605600
## 326 AAPL 2011-04-18 11.646429 11.851786 11.749107 609898800
## 327 AAPL 2011-04-19 11.896429 12.066429 11.981429 419378400
## 328 AAPL 2011-04-20 12.268214 12.228929 12.248571 700666400
## 329 AAPL 2011-04-21 12.678571 12.525000 12.601785 753810400
## 330 AAPL 2011-04-25 12.512143 12.607500 12.559822 266546000
## 331 AAPL 2011-04-26 12.629286 12.515000 12.572143 338800000
## 332 AAPL 2011-04-27 12.580000 12.505357 12.542678 356213200
## 333 AAPL 2011-04-28 12.363929 12.383929 12.373929 360959200
## 334 AAPL 2011-04-29 12.385000 12.504643 12.444822 1006345200
## 335 AAPL 2011-05-02 12.490714 12.367143 12.428928 442713600
## 336 AAPL 2011-05-03 12.428214 12.435714 12.431964 313348000
## 337 AAPL 2011-05-04 12.437857 12.484643 12.461250 389250400
## 338 AAPL 2011-05-05 12.442857 12.383929 12.413393 335969200
## 339 AAPL 2011-05-06 12.488929 12.380714 12.434822 280134400
## 340 AAPL 2011-05-09 12.423571 12.414286 12.418928 204747200
## 341 AAPL 2011-05-10 12.460357 12.480357 12.470357 282091600
## 342 AAPL 2011-05-11 12.465000 12.401071 12.433035 336000000
## 343 AAPL 2011-05-12 12.361429 12.377500 12.369464 322000000
## 344 AAPL 2011-05-13 12.345000 12.160714 12.252857 326116000
## 345 AAPL 2011-05-16 12.114286 11.903571 12.008929 449775200
## 346 AAPL 2011-05-17 11.857143 12.005000 11.931072 452334400
## 347 AAPL 2011-05-18 12.016786 12.138214 12.077500 334776400
## 348 AAPL 2011-05-19 12.217143 12.161786 12.189465 261170000
## 349 AAPL 2011-05-20 12.127143 11.972143 12.049643 337968400
## 350 AAPL 2011-05-23 11.784643 11.942857 11.863750 383600000
## 351 AAPL 2011-05-24 11.982143 11.863929 11.923036 321927200
## 352 AAPL 2011-05-25 11.908214 12.027857 11.968035 294224000
## 353 AAPL 2011-05-26 11.998929 11.964286 11.981607 222560800
## 354 AAPL 2011-05-27 11.957143 12.050357 12.003750 203599200
## 355 AAPL 2011-05-31 12.182143 12.422500 12.302321 417754400
## 356 AAPL 2011-06-01 12.459643 12.339643 12.399643 554682800
## 357 AAPL 2011-06-02 12.375000 12.360714 12.367857 338783200
## 358 AAPL 2011-06-03 12.256429 12.265714 12.261071 313250000
## 359 AAPL 2011-06-06 12.346429 12.072857 12.209643 461941200
## 360 AAPL 2011-06-07 12.077500 11.858571 11.968036 529785200
## 361 AAPL 2011-06-08 11.849286 11.865714 11.857500 333723600
## 362 AAPL 2011-06-09 11.901786 11.838929 11.870358 275088800
## 363 AAPL 2011-06-10 11.805357 11.639286 11.722322 433955200
## 364 AAPL 2011-06-13 11.685714 11.664286 11.675000 329473200
## 365 AAPL 2011-06-14 11.785714 11.872857 11.829286 334569200
## 366 AAPL 2011-06-15 11.776786 11.669643 11.723215 399196000
## 367 AAPL 2011-06-16 11.675000 11.612857 11.643929 510591200
## 368 AAPL 2011-06-17 11.749643 11.437857 11.593750 615020000
## 369 AAPL 2011-06-20 11.334286 11.261429 11.297857 640645600
## 370 AAPL 2011-06-21 11.310000 11.617857 11.463929 493382400
## 371 AAPL 2011-06-22 11.612857 11.521786 11.567321 390583200
## 372 AAPL 2011-06-23 11.390714 11.829643 11.610178 559759200
## 373 AAPL 2011-06-24 11.834643 11.655357 11.745000 439807200
## 374 AAPL 2011-06-27 11.699643 11.858571 11.779107 339813600
## 375 AAPL 2011-06-28 11.916071 11.973571 11.944821 294299600
## 376 AAPL 2011-06-29 12.001429 11.930000 11.965714 352545200
## 377 AAPL 2011-06-30 11.953571 11.988214 11.970892 322954800
## 378 AAPL 2011-07-01 11.998214 12.259286 12.128750 435313200
## 379 AAPL 2011-07-05 12.250000 12.479643 12.364821 355054000
## 380 AAPL 2011-07-06 12.462500 12.562857 12.512678 444626000
## 381 AAPL 2011-07-07 12.666786 12.757143 12.711965 399663600
## 382 AAPL 2011-07-08 12.619286 12.846786 12.733036 489633200
## 383 AAPL 2011-07-11 12.726429 12.642857 12.684643 442674400
## 384 AAPL 2011-07-12 12.626071 12.633929 12.630000 451609200
## 385 AAPL 2011-07-13 12.797500 12.786429 12.791965 391638800
## 386 AAPL 2011-07-14 12.893214 12.777500 12.835357 430533600
## 387 AAPL 2011-07-15 12.898929 13.032857 12.965893 484467200
## 388 AAPL 2011-07-18 13.051071 13.350000 13.200536 572653200
## 389 AAPL 2011-07-19 13.500000 13.458929 13.479465 819145600
## 390 AAPL 2011-07-20 14.147143 13.817857 13.982500 941340400
## 391 AAPL 2011-07-21 13.819643 13.831786 13.825715 526534400
## 392 AAPL 2011-07-22 13.868571 14.046429 13.957500 516728800
## 393 AAPL 2011-07-25 13.941071 14.232143 14.086607 589806000
## 394 AAPL 2011-07-26 14.285714 14.407500 14.346607 476582400
## 395 AAPL 2011-07-27 14.306786 14.021071 14.163929 659324400
## 396 AAPL 2011-07-28 13.986429 13.993571 13.990000 594034000
## 397 AAPL 2011-07-29 13.844286 13.945714 13.895000 632584400
## 398 AAPL 2011-08-01 14.206429 14.169643 14.188036 612836000
## 399 AAPL 2011-08-02 14.201786 13.889643 14.045714 639539600
## 400 AAPL 2011-08-03 13.963571 14.020357 13.991964 732508000
## 401 AAPL 2011-08-04 13.907500 13.477500 13.692500 871407600
## 402 AAPL 2011-08-05 13.587143 13.343571 13.465357 1204590800
## 403 AAPL 2011-08-08 12.917500 12.614643 12.766071 1143833600
## 404 AAPL 2011-08-09 12.903571 13.357500 13.130536 1082583600
## 405 AAPL 2011-08-10 13.255357 12.988929 13.122143 878656800
## 406 AAPL 2011-08-11 13.232857 13.346429 13.289643 741969200
## 407 AAPL 2011-08-12 13.502500 13.463929 13.483214 528976000
## 408 AAPL 2011-08-15 13.558214 13.693214 13.625714 460544000
## 409 AAPL 2011-08-16 13.625714 13.588571 13.607142 498750000
## 410 AAPL 2011-08-17 13.653929 13.587143 13.620536 442061200
## 411 AAPL 2011-08-18 13.244286 13.073214 13.158750 851435200
## 412 AAPL 2011-08-19 12.934643 12.715357 12.825000 775888400
## 413 AAPL 2011-08-22 13.018214 12.730000 12.874107 535315200
## 414 AAPL 2011-08-23 12.867857 13.342857 13.105357 656835200
## 415 AAPL 2011-08-24 13.338214 13.435000 13.386607 626267600
## 416 AAPL 2011-08-25 13.038571 13.347143 13.192857 871346000
## 417 AAPL 2011-08-26 13.256071 13.699286 13.477679 641477200
## 418 AAPL 2011-08-29 13.863571 13.927500 13.895535 405269200
## 419 AAPL 2011-08-30 13.866071 13.928214 13.897142 417922400
## 420 AAPL 2011-08-31 13.948929 13.743929 13.846429 522586400
## 421 AAPL 2011-09-01 13.779286 13.608214 13.693750 343725200
## 422 AAPL 2011-09-02 13.383571 13.358929 13.371250 438939200
## 423 AAPL 2011-09-06 13.120357 13.562143 13.341250 509698000
## 424 AAPL 2011-09-07 13.770000 13.711786 13.740893 350576800
## 425 AAPL 2011-09-08 13.657143 13.719286 13.688214 416158400
## 426 AAPL 2011-09-09 13.711786 13.481429 13.596608 564813200
## 427 AAPL 2011-09-12 13.321429 13.569286 13.445358 467832400
## 428 AAPL 2011-09-13 13.647857 13.736429 13.692143 440560400
## 429 AAPL 2011-09-14 13.822143 13.903571 13.862857 534724400
## 430 AAPL 2011-09-15 13.979643 14.034286 14.006964 417818800
## 431 AAPL 2011-09-16 14.126429 14.303571 14.215000 698513200
## 432 AAPL 2011-09-19 14.178571 14.701071 14.439821 823860800
## 433 AAPL 2011-09-20 14.830357 14.766071 14.798214 775754000
## 434 AAPL 2011-09-21 14.987143 14.719286 14.853214 605976000
## 435 AAPL 2011-09-22 14.322500 14.350714 14.336607 968480800
## 436 AAPL 2011-09-23 14.295714 14.439286 14.367500 546277200
## 437 AAPL 2011-09-26 14.280714 14.398929 14.339821 812876400
## 438 AAPL 2011-09-27 14.597500 14.259286 14.428393 632497600
## 439 AAPL 2011-09-28 14.292500 14.178929 14.235714 429637600
## 440 AAPL 2011-09-29 14.354286 13.948929 14.151608 651086800
## 441 AAPL 2011-09-30 13.825714 13.618571 13.722143 547640800
## 442 AAPL 2011-10-03 13.584643 13.378571 13.481607 669099200
## 443 AAPL 2011-10-04 13.377500 13.303571 13.340535 1233677200
## 444 AAPL 2011-10-05 13.137857 13.508929 13.323393 786469600
## 445 AAPL 2011-10-06 13.333214 13.477500 13.405357 812582400
## 446 AAPL 2011-10-07 13.420714 13.207143 13.313929 535458000
## 447 AAPL 2011-10-10 13.538929 13.886071 13.712500 442514800
## 448 AAPL 2011-10-11 14.020357 14.296071 14.158214 605687600
## 449 AAPL 2011-10-12 14.547857 14.363929 14.455893 622286000
## 450 AAPL 2011-10-13 14.463571 14.586786 14.525178 426185200
## 451 AAPL 2011-10-14 14.886786 15.071429 14.979108 573367200
## 452 AAPL 2011-10-17 15.062143 14.999643 15.030893 686044800
## 453 AAPL 2011-10-18 15.062857 15.080000 15.071428 881602400
## 454 AAPL 2011-10-19 14.333929 14.236429 14.285179 1104059600
## 455 AAPL 2011-10-20 14.285714 14.118214 14.201964 549270400
## 456 AAPL 2011-10-21 14.217857 14.031071 14.124464 621244400
## 457 AAPL 2011-10-24 14.149286 14.491786 14.320536 502138000
## 458 AAPL 2011-10-25 14.465357 14.206071 14.335714 430427200
## 459 AAPL 2011-10-26 14.348571 14.307143 14.327857 456304800
## 460 AAPL 2011-10-27 14.555714 14.453214 14.504464 494664800
## 461 AAPL 2011-10-28 14.392857 14.462500 14.427678 322842800
## 462 AAPL 2011-10-31 14.372143 14.456429 14.414286 385501200
## 463 AAPL 2011-11-01 14.193214 14.161071 14.177143 531790000
## 464 AAPL 2011-11-02 14.288929 14.193214 14.241072 327350800
## 465 AAPL 2011-11-03 14.252500 14.395357 14.323928 441386400
## 466 AAPL 2011-11-04 14.358214 14.294286 14.326250 302229200
## 467 AAPL 2011-11-07 14.282500 14.276071 14.279285 270275600
## 468 AAPL 2011-11-08 14.364643 14.508214 14.436429 400442000
## 469 AAPL 2011-11-09 14.177500 14.117143 14.147321 558684000
## 470 AAPL 2011-11-10 14.179643 13.757857 13.968750 744752400
## 471 AAPL 2011-11-11 13.807500 13.736429 13.771965 653786000
## 472 AAPL 2011-11-14 13.697143 13.545000 13.621071 432905200
## 473 AAPL 2011-11-15 13.600000 13.886786 13.743393 430810800
## 474 AAPL 2011-11-16 13.901786 13.741786 13.821786 349210400
## 475 AAPL 2011-11-17 13.713571 13.478929 13.596250 479900400
## 476 AAPL 2011-11-18 13.532857 13.390714 13.461785 371938000
## 477 AAPL 2011-11-21 13.228571 13.178929 13.203750 447980400
## 478 AAPL 2011-11-22 13.250714 13.446786 13.348750 409021200
## 479 AAPL 2011-11-23 13.375357 13.106786 13.241071 428271200
## 480 AAPL 2011-11-25 13.157857 12.984643 13.071250 254760800
## 481 AAPL 2011-11-28 13.298214 13.432857 13.365535 346413200
## 482 AAPL 2011-11-29 13.422857 13.328571 13.375714 375855200
## 483 AAPL 2011-11-30 13.617500 13.650000 13.633750 405938400
## 484 AAPL 2011-12-01 13.662143 13.854643 13.758393 387181200
## 485 AAPL 2011-12-02 13.922500 13.917857 13.920178 379055600
## 486 AAPL 2011-12-05 14.053214 14.036071 14.044642 357210000
## 487 AAPL 2011-12-06 14.018214 13.962500 13.990357 283598000
## 488 AAPL 2011-12-07 13.926071 13.896071 13.911071 304746400
## 489 AAPL 2011-12-08 13.980357 13.952143 13.966250 376356400
## 490 AAPL 2011-12-09 14.030357 14.057857 14.044107 296993200
## 491 AAPL 2011-12-12 13.988571 13.994286 13.991428 301067200
## 492 AAPL 2011-12-13 14.035714 13.886071 13.960893 338928800
## 493 AAPL 2011-12-14 13.810714 13.578214 13.694464 406887600
## 494 AAPL 2011-12-15 13.690357 13.533571 13.611964 256200000
## 495 AAPL 2011-12-16 13.584286 13.607857 13.596071 421478400
## 496 AAPL 2011-12-19 13.659643 13.650357 13.655000 235530400
## 497 AAPL 2011-12-20 13.848571 14.141071 13.994821 337215200
## 498 AAPL 2011-12-21 14.167500 14.158929 14.163214 262948000
## 499 AAPL 2011-12-22 14.178571 14.233929 14.206250 202358800
## 500 AAPL 2011-12-23 14.274643 14.404643 14.339643 269399200
## 501 AAPL 2011-12-27 14.396429 14.518929 14.457679 265076000
## 502 AAPL 2011-12-28 14.531786 14.380000 14.455893 228662000
## 503 AAPL 2011-12-29 14.407143 14.468571 14.437857 215978000
## 504 AAPL 2011-12-30 14.411071 14.464286 14.437678 179662000
## 505 AAPL 2012-01-03 14.621429 14.686786 14.654108 302220800
## 506 AAPL 2012-01-04 14.642857 14.765714 14.704285 260022000
## 507 AAPL 2012-01-05 14.819643 14.929643 14.874643 271269600
## 508 AAPL 2012-01-06 14.991786 15.085714 15.038750 318292800
## 509 AAPL 2012-01-09 15.196429 15.061786 15.129107 394024400
## 510 AAPL 2012-01-10 15.211071 15.115714 15.163393 258196400
## 511 AAPL 2012-01-11 15.095714 15.091071 15.093392 215084800
## 512 AAPL 2012-01-12 15.081429 15.049643 15.065536 212587200
## 513 AAPL 2012-01-13 14.989286 14.993214 14.991250 226021600
## 514 AAPL 2012-01-17 15.150000 15.167857 15.158928 242897200
## 515 AAPL 2012-01-18 15.248571 15.325357 15.286964 276791200
## 516 AAPL 2012-01-19 15.362500 15.276786 15.319643 261738400
## 517 AAPL 2012-01-20 15.267500 15.010714 15.139107 413974400
## 518 AAPL 2012-01-23 15.095357 15.264643 15.180000 306062400
## 519 AAPL 2012-01-24 15.182143 15.014643 15.098393 547638000
## 520 AAPL 2012-01-25 16.230000 15.952143 16.091071 958314000
## 521 AAPL 2012-01-26 16.012857 15.879643 15.946250 323985200
## 522 AAPL 2012-01-27 15.869286 15.974286 15.921786 299709200
## 523 AAPL 2012-01-30 15.918214 16.178928 16.048571 379341200
## 524 AAPL 2012-01-31 16.271070 16.302856 16.286963 391683600
## 525 AAPL 2012-02-01 16.371786 16.292500 16.332143 270046000
## 526 AAPL 2012-02-02 16.282143 16.254286 16.268214 186796400
## 527 AAPL 2012-02-03 16.332144 16.417143 16.374643 286599600
## 528 AAPL 2012-02-06 16.370714 16.570356 16.470535 249412800
## 529 AAPL 2012-02-07 16.616072 16.743929 16.680000 316223600
## 530 AAPL 2012-02-08 16.803572 17.024286 16.913929 407890000
## 531 AAPL 2012-02-09 17.170000 17.613214 17.391607 884214800
## 532 AAPL 2012-02-10 17.534286 17.622143 17.578215 631302000
## 533 AAPL 2012-02-13 17.840357 17.950001 17.895179 517216000
## 534 AAPL 2012-02-14 18.023571 18.195000 18.109285 460398400
## 535 AAPL 2012-02-15 18.366428 17.773930 18.070179 1506120000
## 536 AAPL 2012-02-16 17.553572 17.936071 17.744822 944552000
## 537 AAPL 2012-02-17 17.968214 17.932858 17.950536 535805200
## 538 AAPL 2012-02-21 18.102858 18.387501 18.245179 605595200
## 539 AAPL 2012-02-22 18.324286 18.322857 18.323571 483302400
## 540 AAPL 2012-02-23 18.395714 18.442499 18.419106 568027600
## 541 AAPL 2012-02-24 18.559643 18.657499 18.608571 415072000
## 542 AAPL 2012-02-27 18.618214 18.777143 18.697679 547582000
## 543 AAPL 2012-02-28 18.855715 19.121786 18.988750 600387200
## 544 AAPL 2012-02-29 19.341429 19.372856 19.357142 952011200
## 545 AAPL 2012-03-01 19.577499 19.445356 19.511428 683270000
## 546 AAPL 2012-03-02 19.437143 19.470715 19.453929 431712400
## 547 AAPL 2012-03-05 19.479286 19.041430 19.260358 809124400
## 548 AAPL 2012-03-06 18.702143 18.937857 18.820000 810238800
## 549 AAPL 2012-03-07 19.171429 18.953215 19.062322 798520800
## 550 AAPL 2012-03-08 19.096071 19.356787 19.226429 516457200
## 551 AAPL 2012-03-09 19.436071 19.470358 19.453215 418919200
## 552 AAPL 2012-03-12 19.606428 19.714287 19.660357 407282400
## 553 AAPL 2012-03-13 19.912144 20.289286 20.100715 690855200
## 554 AAPL 2012-03-14 20.644644 21.056429 20.850536 1418844000
## 555 AAPL 2012-03-15 21.414642 20.912857 21.163750 1159718000
## 556 AAPL 2012-03-16 20.882856 20.913214 20.898035 825487600
## 557 AAPL 2012-03-19 21.370358 21.467857 21.419107 901236000
## 558 AAPL 2012-03-20 21.411072 21.641430 21.526251 816662000
## 559 AAPL 2012-03-21 21.526428 21.517857 21.522142 644042000
## 560 AAPL 2012-03-22 21.349285 21.405001 21.377143 623870800
## 561 AAPL 2012-03-23 21.446072 21.287500 21.366786 430488800
## 562 AAPL 2012-03-26 21.421070 21.677856 21.549463 595742000
## 563 AAPL 2012-03-27 21.649286 21.945715 21.797501 607129600
## 564 AAPL 2012-03-28 22.084999 22.057858 22.071428 655460400
## 565 AAPL 2012-03-29 21.885000 21.780714 21.832857 608238400
## 566 AAPL 2012-03-30 21.741785 21.412500 21.577143 731038000
## 567 AAPL 2012-04-02 21.493929 22.093929 21.793929 598351600
## 568 AAPL 2012-04-03 22.403570 22.475714 22.439642 834559600
## 569 AAPL 2012-04-04 22.298214 22.296785 22.297500 572980800
## 570 AAPL 2012-04-05 22.392143 22.631430 22.511786 641298000
## 571 AAPL 2012-04-09 22.361786 22.722500 22.542143 597536800
## 572 AAPL 2012-04-10 22.854643 22.444286 22.649465 889725200
## 573 AAPL 2012-04-11 22.721430 22.364286 22.542858 696614800
## 574 AAPL 2012-04-12 22.321428 22.241785 22.281607 614336800
## 575 AAPL 2012-04-13 22.289642 21.615356 21.952499 859644800
## 576 AAPL 2012-04-16 21.787857 20.718929 21.253393 1050786800
## 577 AAPL 2012-04-17 20.676430 21.775000 21.225715 1025528000
## 578 AAPL 2012-04-18 21.918571 21.726429 21.822500 954531200
## 579 AAPL 2012-04-19 21.436428 20.980000 21.208214 834719200
## 580 AAPL 2012-04-20 21.120714 20.463572 20.792143 1030985200
## 581 AAPL 2012-04-23 20.378929 20.417856 20.398393 966529200
## 582 AAPL 2012-04-24 20.093214 20.010000 20.051607 1076149200
## 583 AAPL 2012-04-25 21.987143 21.785713 21.886428 905777600
## 584 AAPL 2012-04-26 21.938213 21.703571 21.820892 536068400
## 585 AAPL 2012-04-27 21.609644 21.535713 21.572679 406722400
## 586 AAPL 2012-04-30 21.350000 20.856428 21.103214 506144800
## 587 AAPL 2012-05-01 20.889286 20.790358 20.839822 610999200
## 588 AAPL 2012-05-02 20.722857 20.927856 20.825356 427389200
## 589 AAPL 2012-05-03 21.089287 20.779285 20.934286 390549600
## 590 AAPL 2012-05-04 20.610001 20.187500 20.398750 529992400
## 591 AAPL 2012-05-07 20.053572 20.338572 20.196072 460118400
## 592 AAPL 2012-05-08 20.342142 20.292143 20.317142 497252000
## 593 AAPL 2012-05-09 20.132143 20.327856 20.230000 480704000
## 594 AAPL 2012-05-10 20.520714 20.375713 20.448214 333200000
## 595 AAPL 2012-05-11 20.178572 20.239643 20.209107 399546000
## 596 AAPL 2012-05-14 20.091785 19.936428 20.014107 352626400
## 597 AAPL 2012-05-15 20.051786 19.756071 19.903929 476336000
## 598 AAPL 2012-05-16 19.787500 19.502857 19.645179 560896000
## 599 AAPL 2012-05-17 19.475357 18.932858 19.204107 717220000
## 600 AAPL 2012-05-18 19.070000 18.942142 19.006071 732292400
## 601 AAPL 2012-05-21 19.089287 20.045713 19.567500 631106000
## 602 AAPL 2012-05-22 20.341070 19.891787 20.116428 694870400
## 603 AAPL 2012-05-23 19.910713 20.377144 20.143929 584897600
## 604 AAPL 2012-05-24 20.566786 20.190001 20.378393 496230000
## 605 AAPL 2012-05-25 20.163929 20.081785 20.122857 328507200
## 606 AAPL 2012-05-29 20.389286 20.438213 20.413750 380508800
## 607 AAPL 2012-05-30 20.328571 20.684643 20.506607 529429600
## 608 AAPL 2012-05-31 20.740713 20.633215 20.686964 491674400
## 609 AAPL 2012-06-01 20.327143 20.035357 20.181250 520987600
## 610 AAPL 2012-06-04 20.053572 20.153214 20.103393 556995600
## 611 AAPL 2012-06-05 20.045357 20.101070 20.073214 388214400
## 612 AAPL 2012-06-06 20.277500 20.409286 20.343393 401455600
## 613 AAPL 2012-06-07 20.617500 20.418571 20.518036 379766800
## 614 AAPL 2012-06-08 20.414286 20.725714 20.570000 347516400
## 615 AAPL 2012-06-11 20.990000 20.398930 20.694465 591264800
## 616 AAPL 2012-06-12 20.516430 20.577143 20.546786 435380400
## 617 AAPL 2012-06-13 20.518572 20.434286 20.476429 293580000
## 618 AAPL 2012-06-14 20.401428 20.411785 20.406607 345573200
## 619 AAPL 2012-06-15 20.392857 20.504642 20.448750 335255200
## 620 AAPL 2012-06-18 20.391430 20.920713 20.656072 440412000
## 621 AAPL 2012-06-19 20.835714 20.978930 20.907322 361404400
## 622 AAPL 2012-06-20 21.007500 20.919287 20.963393 358943200
## 623 AAPL 2012-06-21 20.908571 20.631071 20.769821 326351200
## 624 AAPL 2012-06-22 20.680000 20.789286 20.734643 284471600
## 625 AAPL 2012-06-25 20.617857 20.384644 20.501250 304382400
## 626 AAPL 2012-06-26 20.404642 20.429644 20.417143 276536400
## 627 AAPL 2012-06-27 20.535713 20.517857 20.526785 202997200
## 628 AAPL 2012-06-28 20.416786 20.323214 20.370000 282836400
## 629 AAPL 2012-06-29 20.642857 20.857143 20.750000 421500800
## 630 AAPL 2012-07-02 20.883215 21.161428 21.022322 400092000
## 631 AAPL 2012-07-03 21.245714 21.407499 21.326607 241712800
## 632 AAPL 2012-07-05 21.448570 21.783571 21.616071 484383200
## 633 AAPL 2012-07-06 21.681786 21.638571 21.660178 418930400
## 634 AAPL 2012-07-09 21.617857 21.924643 21.771250 379405600
## 635 AAPL 2012-07-10 22.070356 21.721786 21.896071 511957600
## 636 AAPL 2012-07-11 21.647142 21.586786 21.616964 469322000
## 637 AAPL 2012-07-12 21.437143 21.389286 21.413215 428041600
## 638 AAPL 2012-07-13 21.533930 21.606071 21.570001 311427200
## 639 AAPL 2012-07-16 21.611429 21.675358 21.643394 301260400
## 640 AAPL 2012-07-17 21.813929 21.676430 21.745179 293624800
## 641 AAPL 2012-07-18 21.663929 21.652143 21.658036 252700000
## 642 AAPL 2012-07-19 21.831429 21.940001 21.885715 436861600
## 643 AAPL 2012-07-20 21.893929 21.582144 21.738036 397471200
## 644 AAPL 2012-07-23 21.228571 21.565357 21.396964 487975600
## 645 AAPL 2012-07-24 21.692142 21.461430 21.576786 565132400
## 646 AAPL 2012-07-25 20.516430 20.534643 20.525537 877312800
## 647 AAPL 2012-07-26 20.705713 20.531429 20.618571 406632800
## 648 AAPL 2012-07-27 20.536072 20.898571 20.717321 403936400
## 649 AAPL 2012-07-30 21.104286 21.251072 21.177679 379142400
## 650 AAPL 2012-07-31 21.543928 21.812857 21.678392 462327600
## 651 AAPL 2012-08-01 21.996786 21.671785 21.834286 384501600
## 652 AAPL 2012-08-02 21.530001 21.706785 21.618393 332158400
## 653 AAPL 2012-08-03 21.915358 21.989286 21.952322 344920800
## 654 AAPL 2012-08-06 22.046070 22.233929 22.139999 302103200
## 655 AAPL 2012-08-07 22.241785 22.175358 22.208571 290446800
## 656 AAPL 2012-08-08 22.121071 22.137857 22.129464 244706000
## 657 AAPL 2012-08-09 22.066071 22.168928 22.117499 221642400
## 658 AAPL 2012-08-10 22.096786 22.203571 22.150179 194938800
## 659 AAPL 2012-08-13 22.263929 22.500000 22.381965 278832400
## 660 AAPL 2012-08-14 22.566786 22.560356 22.563571 340169200
## 661 AAPL 2012-08-15 22.546429 22.529642 22.538035 257342400
## 662 AAPL 2012-08-16 22.543215 22.726429 22.634822 254534000
## 663 AAPL 2012-08-17 22.857143 23.146786 23.001965 442761200
## 664 AAPL 2012-08-20 23.214643 23.755358 23.485001 613384800
## 665 AAPL 2012-08-21 23.957857 23.430714 23.694285 812719600
## 666 AAPL 2012-08-22 23.372143 23.888214 23.630178 565322800
## 667 AAPL 2012-08-23 23.789642 23.665358 23.727500 420128800
## 668 AAPL 2012-08-24 23.553928 23.686428 23.620178 437340400
## 669 AAPL 2012-08-27 24.285357 24.131430 24.208393 427008400
## 670 AAPL 2012-08-28 24.106428 24.100000 24.103214 267416800
## 671 AAPL 2012-08-29 24.116072 24.052500 24.084286 202806800
## 672 AAPL 2012-08-30 23.951429 23.709642 23.830536 302699600
## 673 AAPL 2012-08-31 23.830357 23.758572 23.794464 338321200
## 674 AAPL 2012-09-04 23.777143 24.106071 23.941607 367892000
## 675 AAPL 2012-09-05 24.127501 23.936787 24.032144 336375200
## 676 AAPL 2012-09-06 24.041786 24.152500 24.097143 391196400
## 677 AAPL 2012-09-07 24.216070 24.301430 24.258750 329666400
## 678 AAPL 2012-09-10 24.301786 23.669287 23.985537 487998000
## 679 AAPL 2012-09-11 23.753929 23.592501 23.673215 503983200
## 680 AAPL 2012-09-12 23.816071 23.921070 23.868570 712233200
## 681 AAPL 2012-09-13 24.191786 24.392143 24.291965 598360000
## 682 AAPL 2012-09-14 24.641430 24.688572 24.665001 600474000
## 683 AAPL 2012-09-17 24.976786 24.992144 24.984465 398031200
## 684 AAPL 2012-09-18 24.995714 25.068214 25.031964 373503200
## 685 AAPL 2012-09-19 25.009287 25.075001 25.042144 326874800
## 686 AAPL 2012-09-20 24.969999 24.953571 24.961785 336568400
## 687 AAPL 2012-09-21 25.086071 25.003214 25.044642 571589200
## 688 AAPL 2012-09-24 24.530714 24.671070 24.600892 639766400
## 689 AAPL 2012-09-25 24.580713 24.055000 24.317857 518789600
## 690 AAPL 2012-09-26 23.883572 23.756430 23.820001 576503200
## 691 AAPL 2012-09-27 23.724644 24.332857 24.028750 594090000
## 692 AAPL 2012-09-28 24.241072 23.825001 24.033036 535110800
## 693 AAPL 2012-10-01 23.969999 23.549643 23.759821 543594800
## 694 AAPL 2012-10-02 23.636070 23.618214 23.627142 627992400
## 695 AAPL 2012-10-03 23.745001 23.980356 23.862679 424281200
## 696 AAPL 2012-10-04 23.973213 23.814285 23.893749 370725600
## 697 AAPL 2012-10-05 23.757143 23.306786 23.531964 594006000
## 698 AAPL 2012-10-08 23.102858 22.791786 22.947322 637994000
## 699 AAPL 2012-10-09 22.808929 22.708929 22.758929 838597200
## 700 AAPL 2012-10-10 22.847857 22.889643 22.868750 510356000
## 701 AAPL 2012-10-11 23.089287 22.432142 22.760715 546081200
## 702 AAPL 2012-10-12 22.484285 22.489643 22.486964 460014800
## 703 AAPL 2012-10-15 22.583929 22.670000 22.626965 432502000
## 704 AAPL 2012-10-16 22.691786 23.206785 22.949286 549771600
## 705 AAPL 2012-10-17 23.173929 23.021786 23.097857 389037600
## 706 AAPL 2012-10-18 22.842501 22.594286 22.718393 476624400
## 707 AAPL 2012-10-19 22.537500 21.780001 22.158751 744086000
## 708 AAPL 2012-10-22 21.872143 22.643929 22.258036 546730800
## 709 AAPL 2012-10-23 22.535713 21.905714 22.220714 707145600
## 710 AAPL 2012-10-24 22.194286 22.029642 22.111964 558527200
## 711 AAPL 2012-10-25 22.142857 21.769285 21.956071 656325600
## 712 AAPL 2012-10-26 21.765356 21.571428 21.668392 1018432800
## 713 AAPL 2012-10-31 21.245714 21.261429 21.253572 510003200
## 714 AAPL 2012-11-01 21.365000 21.305000 21.335000 361298000
## 715 AAPL 2012-11-02 21.281786 20.600000 20.940893 599373600
## 716 AAPL 2012-11-05 20.840000 20.879286 20.859643 529135600
## 717 AAPL 2012-11-06 21.079643 20.816071 20.947857 374917200
## 718 AAPL 2012-11-07 20.494286 19.928572 20.211429 793648800
## 719 AAPL 2012-11-08 20.022499 19.205357 19.613928 1056146000
## 720 AAPL 2012-11-09 19.300714 19.537857 19.419286 929913600
## 721 AAPL 2012-11-12 19.791071 19.386786 19.588928 515802000
## 722 AAPL 2012-11-13 19.246786 19.389286 19.318036 532949200
## 723 AAPL 2012-11-14 19.482143 19.174286 19.328215 477170400
## 724 AAPL 2012-11-15 19.197500 18.772142 18.984821 789910800
## 725 AAPL 2012-11-16 18.757143 18.845715 18.801429 1266893600
## 726 AAPL 2012-11-19 19.311071 20.204643 19.757857 823317600
## 727 AAPL 2012-11-20 20.425358 20.032499 20.228929 642754000
## 728 AAPL 2012-11-21 20.151787 20.060715 20.106251 373002000
## 729 AAPL 2012-11-23 20.256071 20.410713 20.333392 272826400
## 730 AAPL 2012-11-26 20.567858 21.054644 20.811251 630579600
## 731 AAPL 2012-11-27 21.055357 20.885000 20.970179 533330000
## 732 AAPL 2012-11-28 20.616785 20.819286 20.718036 520864400
## 733 AAPL 2012-11-29 21.079287 21.048571 21.063929 514698800
## 734 AAPL 2012-11-30 20.956785 20.902857 20.929821 391319600
## 735 AAPL 2012-12-03 21.201786 20.935356 21.068571 364280000
## 736 AAPL 2012-12-04 20.778570 20.566071 20.672320 557068400
## 737 AAPL 2012-12-05 20.318214 19.242500 19.780357 1044638000
## 738 AAPL 2012-12-06 18.890715 19.544287 19.217501 1177212400
## 739 AAPL 2012-12-07 19.764286 19.044643 19.404465 787040800
## 740 AAPL 2012-12-10 18.750000 18.922144 18.836072 630484400
## 741 AAPL 2012-12-11 19.277500 19.335358 19.306429 592345600
## 742 AAPL 2012-12-12 19.563213 19.250000 19.406607 487144000
## 743 AAPL 2012-12-13 18.969643 18.917500 18.943571 625259600
## 744 AAPL 2012-12-14 18.383928 18.206785 18.295357 1009579200
## 745 AAPL 2012-12-17 18.176071 18.529642 18.352857 757607200
## 746 AAPL 2012-12-18 18.750000 19.067858 18.908929 625685200
## 747 AAPL 2012-12-19 18.981071 18.796785 18.888928 449369200
## 748 AAPL 2012-12-20 18.928572 18.633215 18.780893 481689600
## 749 AAPL 2012-12-21 18.302500 18.547501 18.425000 596268400
## 750 AAPL 2012-12-24 18.583929 18.577499 18.580714 175753200
## 751 AAPL 2012-12-26 18.535713 18.321428 18.428571 302436400
## 752 AAPL 2012-12-27 18.340714 18.395000 18.367857 455120400
## 753 AAPL 2012-12-28 18.224644 18.199642 18.212143 354278400
## 754 AAPL 2012-12-31 18.233213 19.006071 18.619642 659492400
## 755 AAPL 2013-01-02 19.779285 19.608213 19.693749 560518000
## 756 AAPL 2013-01-03 19.567142 19.360714 19.463928 352965200
## 757 AAPL 2013-01-04 19.177500 18.821428 18.999464 594333600
## 758 AAPL 2013-01-07 18.642857 18.710714 18.676785 484156400
## 759 AAPL 2013-01-08 18.900356 18.761070 18.830713 458707200
## 760 AAPL 2013-01-09 18.660713 18.467857 18.564285 407604400
## 761 AAPL 2013-01-10 18.876785 18.696787 18.786786 601146000
## 762 AAPL 2013-01-11 18.607143 18.582144 18.594644 350506800
## 763 AAPL 2013-01-14 17.952856 17.919643 17.936250 734207600
## 764 AAPL 2013-01-15 17.796429 17.354286 17.575357 876772400
## 765 AAPL 2013-01-16 17.665714 18.074642 17.870178 690804800
## 766 AAPL 2013-01-17 18.225357 17.952856 18.089107 453678400
## 767 AAPL 2013-01-18 17.804285 17.857143 17.830714 472922800
## 768 AAPL 2013-01-22 18.020000 18.027500 18.023750 461546400
## 769 AAPL 2013-01-23 18.171785 18.357500 18.264643 861509600
## 770 AAPL 2013-01-24 16.428572 16.089287 16.258929 1460852400
## 771 AAPL 2013-01-25 16.131786 15.710000 15.920893 1208026400
## 772 AAPL 2013-01-28 15.636786 16.065357 15.851072 785517600
## 773 AAPL 2013-01-29 16.375000 16.366785 16.370893 571158000
## 774 AAPL 2013-01-30 16.321428 16.315357 16.318393 417155200
## 775 AAPL 2013-01-31 16.320715 16.267500 16.294107 319334400
## 776 AAPL 2013-02-01 16.396786 16.200714 16.298750 539484400
## 777 AAPL 2013-02-04 16.211071 15.797143 16.004107 477117200
## 778 AAPL 2013-02-05 15.858929 16.351429 16.105179 573347600
## 779 AAPL 2013-02-06 16.302500 16.333929 16.318214 593706400
## 780 AAPL 2013-02-07 16.544643 16.722143 16.633393 704580800
## 781 AAPL 2013-02-08 16.928572 16.963572 16.946072 633158400
## 782 AAPL 2013-02-11 17.017857 17.140356 17.079106 517490400
## 783 AAPL 2013-02-12 17.125357 16.710714 16.918036 609053200
## 784 AAPL 2013-02-13 16.686071 16.678928 16.682500 475207600
## 785 AAPL 2013-02-14 16.590000 16.663929 16.626965 355275200
## 786 AAPL 2013-02-15 16.744642 16.434286 16.589464 391745200
## 787 AAPL 2013-02-19 16.467857 16.428213 16.448035 435783600
## 788 AAPL 2013-02-20 16.346071 16.030357 16.188214 476302400
## 789 AAPL 2013-02-21 15.928571 15.930714 15.929642 447182400
## 790 AAPL 2013-02-22 16.044643 16.100357 16.072500 330654800
## 791 AAPL 2013-02-25 16.208929 15.814286 16.011608 372579200
## 792 AAPL 2013-02-26 15.850714 16.034643 15.942678 501499600
## 793 AAPL 2013-02-27 16.015356 15.877500 15.946428 587350400
## 794 AAPL 2013-02-28 15.858929 15.764286 15.811607 322515200
## 795 AAPL 2013-03-01 15.642857 15.373929 15.508393 552448400
## 796 AAPL 2013-03-04 15.278571 15.001786 15.140179 582755600
## 797 AAPL 2013-03-05 15.052857 15.397857 15.225357 638433600
## 798 AAPL 2013-03-06 15.518214 15.202143 15.360178 460250000
## 799 AAPL 2013-03-07 15.160714 15.377857 15.269286 468473600
## 800 AAPL 2013-03-08 15.350000 15.418571 15.384286 391482000
## 801 AAPL 2013-03-11 15.348214 15.638214 15.493214 474236000
## 802 AAPL 2013-03-12 15.557143 15.301071 15.429107 465911600
## 803 AAPL 2013-03-13 15.301786 15.298214 15.300000 405549200
## 804 AAPL 2013-03-14 15.458214 15.446429 15.452322 303875600
## 805 AAPL 2013-03-15 15.640357 15.845000 15.742679 643960800
## 806 AAPL 2013-03-18 15.766071 16.275715 16.020893 606197200
## 807 AAPL 2013-03-19 16.410713 16.231787 16.321250 526775200
## 808 AAPL 2013-03-20 16.336430 16.145714 16.241072 308660800
## 809 AAPL 2013-03-21 16.079287 16.168928 16.124107 383255600
## 810 AAPL 2013-03-22 16.235001 16.496786 16.365893 395105200
## 811 AAPL 2013-03-25 16.596071 16.556429 16.576250 501135600
## 812 AAPL 2013-03-26 16.622856 16.469286 16.546071 294294000
## 813 AAPL 2013-03-27 16.302143 16.145714 16.223928 331237200
## 814 AAPL 2013-03-28 16.065001 15.809286 15.937143 442839600
## 815 AAPL 2013-04-01 15.782143 15.318214 15.550179 389732000
## 816 AAPL 2013-04-02 15.271429 15.349643 15.310536 529519200
## 817 AAPL 2013-04-03 15.406071 15.428214 15.417142 363216000
## 818 AAPL 2013-04-04 15.491429 15.275714 15.383572 358447600
## 819 AAPL 2013-04-05 15.160714 15.114286 15.137500 383695200
## 820 AAPL 2013-04-08 15.173214 15.221786 15.197500 300829200
## 821 AAPL 2013-04-09 15.227143 15.249286 15.238214 306614000
## 822 AAPL 2013-04-10 15.289286 15.560357 15.424821 375928000
## 823 AAPL 2013-04-11 15.490000 15.511786 15.500893 328364400
## 824 AAPL 2013-04-12 15.505357 15.350000 15.427679 238613200
## 825 AAPL 2013-04-15 15.250000 14.994643 15.122322 317520000
## 826 AAPL 2013-04-16 15.056071 15.222857 15.139464 305771200
## 827 AAPL 2013-04-17 15.009643 14.385714 14.697678 945056000
## 828 AAPL 2013-04-18 14.463929 14.001786 14.232858 666299200
## 829 AAPL 2013-04-19 13.856071 13.947500 13.901786 609274400
## 830 AAPL 2013-04-22 14.022857 14.238214 14.130535 429920400
## 831 AAPL 2013-04-23 14.428214 14.504643 14.466429 664238400
## 832 AAPL 2013-04-24 14.055000 14.480714 14.267857 969651200
## 833 AAPL 2013-04-25 14.686786 14.585000 14.635893 384837600
## 834 AAPL 2013-04-26 14.636071 14.900000 14.768035 764097600
## 835 AAPL 2013-04-29 15.016071 15.361429 15.188750 640326400
## 836 AAPL 2013-04-30 15.539286 15.813571 15.676428 691538400
## 837 AAPL 2013-05-01 15.873571 15.688929 15.781250 506909200
## 838 AAPL 2013-05-02 15.777857 15.911429 15.844643 421828400
## 839 AAPL 2013-05-03 16.118214 16.070715 16.094464 361300800
## 840 AAPL 2013-05-06 16.275356 16.453930 16.364643 496641600
## 841 AAPL 2013-05-07 16.606071 16.380714 16.493393 483753200
## 842 AAPL 2013-05-08 16.394285 16.565714 16.480000 472598000
## 843 AAPL 2013-05-09 16.421785 16.313213 16.367499 398487600
## 844 AAPL 2013-05-10 16.356071 16.177500 16.266786 334852000
## 845 AAPL 2013-05-13 16.125357 16.240713 16.183035 316948800
## 846 AAPL 2013-05-14 16.208929 15.852143 16.030536 447118000
## 847 AAPL 2013-05-15 15.684286 15.316071 15.500178 741613600
## 848 AAPL 2013-05-16 15.115714 15.520714 15.318214 603204000
## 849 AAPL 2013-05-17 15.680357 15.473571 15.576964 427904400
## 850 AAPL 2013-05-20 15.425357 15.818929 15.622143 451578400
## 851 AAPL 2013-05-21 15.648214 15.702143 15.675179 456022000
## 852 AAPL 2013-05-22 15.858929 15.762500 15.810714 443038400
## 853 AAPL 2013-05-23 15.569643 15.790714 15.680179 353021200
## 854 AAPL 2013-05-24 15.744643 15.898214 15.821429 276166800
## 855 AAPL 2013-05-28 16.067858 15.765714 15.916786 386145200
## 856 AAPL 2013-05-29 15.714286 15.891071 15.802679 330576400
## 857 AAPL 2013-05-30 15.916071 16.127857 16.021964 353519600
## 858 AAPL 2013-05-31 16.160713 16.061787 16.111250 384302800
## 859 AAPL 2013-06-03 16.097500 16.097143 16.097322 372352400
## 860 AAPL 2013-06-04 16.186428 16.046785 16.116607 292728800
## 861 AAPL 2013-06-05 15.916071 15.896786 15.906428 290589600
## 862 AAPL 2013-06-06 15.909643 15.659286 15.784464 416934000
## 863 AAPL 2013-06-07 15.589286 15.778929 15.684107 404535600
## 864 AAPL 2013-06-10 15.883214 15.674643 15.778928 450153200
## 865 AAPL 2013-06-11 15.562143 15.628571 15.595357 286112400
## 866 AAPL 2013-06-12 15.696429 15.435357 15.565893 265227200
## 867 AAPL 2013-06-13 15.446429 15.570000 15.508214 285832400
## 868 AAPL 2013-06-14 15.550000 15.358929 15.454464 271866000
## 869 AAPL 2013-06-17 15.408571 15.428571 15.418571 259414400
## 870 AAPL 2013-06-18 15.412857 15.420357 15.416607 195025600
## 871 AAPL 2013-06-19 15.407143 15.107143 15.257143 310940000
## 872 AAPL 2013-06-20 14.975000 14.887143 14.931072 357310800
## 873 AAPL 2013-06-21 14.946071 14.767857 14.856964 481118400
## 874 AAPL 2013-06-24 14.550000 14.376429 14.463214 480746000
## 875 AAPL 2013-06-25 14.489286 14.379643 14.434465 314162800
## 876 AAPL 2013-06-26 14.425000 14.216786 14.320893 367724000
## 877 AAPL 2013-06-27 14.258929 14.063571 14.161250 337246000
## 878 AAPL 2013-06-28 13.977143 14.161786 14.069465 578516400
## 879 AAPL 2013-07-01 14.381786 14.615000 14.498393 391053600
## 880 AAPL 2013-07-02 14.641429 14.946071 14.793750 469865200
## 881 AAPL 2013-07-03 15.030714 15.028571 15.029643 240928800
## 882 AAPL 2013-07-05 15.013929 14.907857 14.960893 274024800
## 883 AAPL 2013-07-08 15.003929 14.823214 14.913571 298138400
## 884 AAPL 2013-07-09 14.771429 15.083929 14.927679 352584400
## 885 AAPL 2013-07-10 14.985714 15.026071 15.005892 281405600
## 886 AAPL 2013-07-11 15.105357 15.260357 15.182857 326292400
## 887 AAPL 2013-07-12 15.273214 15.232500 15.252857 279563200
## 888 AAPL 2013-07-15 15.178929 15.265714 15.222322 241917200
## 889 AAPL 2013-07-16 15.232857 15.364286 15.298572 216538000
## 890 AAPL 2013-07-17 15.346429 15.368214 15.357321 198990400
## 891 AAPL 2013-07-18 15.477857 15.420000 15.448928 218878800
## 892 AAPL 2013-07-19 15.467857 15.176786 15.322322 268721600
## 893 AAPL 2013-07-22 15.337857 15.225357 15.281607 207796400
## 894 AAPL 2013-07-23 15.214286 14.963929 15.089108 369395600
## 895 AAPL 2013-07-24 15.676071 15.732500 15.704286 591936800
## 896 AAPL 2013-07-25 15.739286 15.660714 15.700000 229493600
## 897 AAPL 2013-07-26 15.546429 15.749643 15.648036 200152400
## 898 AAPL 2013-07-29 15.742857 15.992500 15.867679 248057600
## 899 AAPL 2013-07-30 16.070000 16.190001 16.130000 309422400
## 900 AAPL 2013-07-31 16.249643 16.161785 16.205714 322957600
## 901 AAPL 2013-08-01 16.276787 16.309999 16.293393 206250800
## 902 AAPL 2013-08-02 16.357500 16.519285 16.438393 274783600
## 903 AAPL 2013-08-05 16.596071 16.766071 16.681071 318855600
## 904 AAPL 2013-08-06 16.715000 16.616072 16.665536 334857600
## 905 AAPL 2013-08-07 16.564285 16.606428 16.585357 298858000
## 906 AAPL 2013-08-08 16.566429 16.464643 16.515536 255777200
## 907 AAPL 2013-08-09 16.379999 16.230356 16.305178 266865200
## 908 AAPL 2013-08-12 16.316429 16.691429 16.503929 364434000
## 909 AAPL 2013-08-13 16.819286 17.484644 17.151965 881941200
## 910 AAPL 2013-08-14 17.781429 17.803572 17.792500 756372400
## 911 AAPL 2013-08-15 17.729286 17.782499 17.755893 490294000
## 912 AAPL 2013-08-16 17.862499 17.940357 17.901428 362306000
## 913 AAPL 2013-08-19 18.012142 18.133572 18.072857 510518400
## 914 AAPL 2013-08-20 18.203930 17.895357 18.049644 358688400
## 915 AAPL 2013-08-21 17.985357 17.941429 17.963393 335879600
## 916 AAPL 2013-08-22 18.035000 17.962856 17.998928 244207600
## 917 AAPL 2013-08-23 17.973928 17.893572 17.933750 222731600
## 918 AAPL 2013-08-26 17.883928 17.963215 17.923572 330965600
## 919 AAPL 2013-08-27 17.785713 17.449642 17.617678 424188800
## 920 AAPL 2013-08-28 17.357143 17.532143 17.444643 307608000
## 921 AAPL 2013-08-29 17.558929 17.560715 17.559822 239657600
## 922 AAPL 2013-08-30 17.571428 17.400715 17.486072 272297200
## 923 AAPL 2013-09-03 17.610714 17.449286 17.530000 331928800
## 924 AAPL 2013-09-04 17.841429 17.810356 17.825892 345032800
## 925 AAPL 2013-09-05 17.866072 17.688213 17.777143 236367600
## 926 AAPL 2013-09-06 17.801430 17.793571 17.797501 359525600
## 927 AAPL 2013-09-09 18.035713 18.077499 18.056606 340687200
## 928 AAPL 2013-09-10 18.078571 17.665714 17.872143 743195600
## 929 AAPL 2013-09-11 16.678928 16.703930 16.691429 898696400
## 930 AAPL 2013-09-12 16.732143 16.881786 16.806965 404051200
## 931 AAPL 2013-09-13 16.762142 16.603571 16.682857 298835600
## 932 AAPL 2013-09-16 16.464287 16.075714 16.270000 543706800
## 933 AAPL 2013-09-17 15.998571 16.261429 16.130000 399380800
## 934 AAPL 2013-09-18 16.542143 16.595715 16.568929 456862000
## 935 AAPL 2013-09-19 16.810715 16.867857 16.839286 404541200
## 936 AAPL 2013-09-20 17.071428 16.693214 16.882321 699302800
## 937 AAPL 2013-09-23 17.717857 17.522858 17.620358 762106800
## 938 AAPL 2013-09-24 17.674286 17.467857 17.571072 364344400
## 939 AAPL 2013-09-25 17.471430 17.197500 17.334465 316957200
## 940 AAPL 2013-09-26 17.357143 17.365000 17.361072 237221600
## 941 AAPL 2013-09-27 17.277857 17.241072 17.259464 228040400
## 942 AAPL 2013-09-30 17.044643 17.026787 17.035715 260156400
## 943 AAPL 2013-10-01 17.087500 17.427143 17.257321 353883600
## 944 AAPL 2013-10-02 17.343929 17.484285 17.414107 289184000
## 945 AAPL 2013-10-03 17.518213 17.264643 17.391428 322753200
## 946 AAPL 2013-10-04 17.280714 17.251072 17.265893 258868400
## 947 AAPL 2013-10-07 17.377144 17.419643 17.398394 312292400
## 948 AAPL 2013-10-08 17.497856 17.176430 17.337143 290917200
## 949 AAPL 2013-10-09 17.308571 17.378214 17.343392 301725200
## 950 AAPL 2013-10-10 17.547144 17.487143 17.517143 278602800
## 951 AAPL 2013-10-11 17.392500 17.600357 17.496428 267738800
## 952 AAPL 2013-10-14 17.493929 17.715714 17.604821 261898000
## 953 AAPL 2013-10-15 17.768213 17.809999 17.789106 320073600
## 954 AAPL 2013-10-16 17.885357 17.896786 17.891071 251101200
## 955 AAPL 2013-10-17 17.856428 18.017857 17.937142 253593200
## 956 AAPL 2013-10-18 18.071072 18.174643 18.122857 290542000
## 957 AAPL 2013-10-21 18.277500 18.620001 18.448750 398106800
## 958 AAPL 2013-10-22 18.800358 18.566786 18.683572 534063600
## 959 AAPL 2013-10-23 18.535713 18.748571 18.642142 313723200
## 960 AAPL 2013-10-24 18.750000 18.996786 18.873393 384764800
## 961 AAPL 2013-10-25 18.975714 18.784286 18.880000 337792000
## 962 AAPL 2013-10-28 18.894285 18.924286 18.909286 550440800
## 963 AAPL 2013-10-29 19.152500 18.452856 18.802678 635807200
## 964 AAPL 2013-10-30 18.557501 18.746429 18.651965 354163600
## 965 AAPL 2013-10-31 18.750000 18.667856 18.708928 275696400
## 966 AAPL 2013-11-01 18.715000 18.572500 18.643750 274890000
## 967 AAPL 2013-11-04 18.610714 18.812500 18.711607 244627600
## 968 AAPL 2013-11-05 18.735001 18.766071 18.750536 265213200
## 969 AAPL 2013-11-06 18.719643 18.604286 18.661964 223375600
## 970 AAPL 2013-11-07 18.556429 18.303213 18.429821 262620400
## 971 AAPL 2013-11-08 18.377857 18.591429 18.484643 279316800
## 972 AAPL 2013-11-11 18.571072 18.537500 18.554286 227452400
## 973 AAPL 2013-11-12 18.488214 18.571787 18.530001 204276800
## 974 AAPL 2013-11-13 18.500000 18.593929 18.546965 197220800
## 975 AAPL 2013-11-14 18.671785 18.862858 18.767322 282419200
## 976 AAPL 2013-11-15 18.806429 18.749643 18.778036 317920400
## 977 AAPL 2013-11-18 18.749643 18.522499 18.636071 244944000
## 978 AAPL 2013-11-19 18.536785 18.555357 18.546071 208938800
## 979 AAPL 2013-11-20 18.543928 18.392857 18.468392 193916800
## 980 AAPL 2013-11-21 18.485714 18.612143 18.548928 262026800
## 981 AAPL 2013-11-22 18.554285 18.564285 18.559285 223725600
## 982 AAPL 2013-11-25 18.607857 18.705000 18.656428 229311600
## 983 AAPL 2013-11-26 18.718571 19.049999 18.884285 401382800
## 984 AAPL 2013-11-27 19.153929 19.498571 19.326250 363448400
## 985 AAPL 2013-11-29 19.624287 19.859644 19.741965 318127600
## 986 AAPL 2013-12-02 19.928572 19.686787 19.807679 472544800
## 987 AAPL 2013-12-03 19.939285 20.225714 20.082500 450968000
## 988 AAPL 2013-12-04 20.196428 20.178572 20.187500 377809600
## 989 AAPL 2013-12-05 20.451786 20.282143 20.366964 447580000
## 990 AAPL 2013-12-06 20.206785 20.000713 20.103749 344352400
## 991 AAPL 2013-12-09 20.032143 20.229643 20.130893 320493600
## 992 AAPL 2013-12-10 20.127857 20.198214 20.163035 278269600
## 993 AAPL 2013-12-11 20.250000 20.048571 20.149285 359718800
## 994 AAPL 2013-12-12 20.076429 20.019285 20.047857 262290000
## 995 AAPL 2013-12-13 20.101786 19.801071 19.951428 332822000
## 996 AAPL 2013-12-16 19.822144 19.910713 19.866428 282592800
## 997 AAPL 2013-12-17 19.850357 19.821072 19.835714 229902400
## 998 AAPL 2013-12-18 19.632143 19.670357 19.651250 565863200
## 999 AAPL 2013-12-19 19.625000 19.445000 19.535000 320308800
## 1000 AAPL 2013-12-20 19.479643 19.607857 19.543750 436413600
## 1001 AAPL 2013-12-23 20.285713 20.360357 20.323035 501306400
## 1002 AAPL 2013-12-24 20.353214 20.273930 20.313572 167554800
## 1003 AAPL 2013-12-26 20.289286 20.139286 20.214286 204008000
## 1004 AAPL 2013-12-27 20.136429 20.003214 20.069821 225884400
## 1005 AAPL 2013-12-30 19.909286 19.804285 19.856786 253629600
## 1006 AAPL 2013-12-31 19.791786 20.036428 19.914107 223084400
## 1007 AAPL 2014-01-02 19.845715 19.754642 19.800179 234684800
## 1008 AAPL 2014-01-03 19.745001 19.320715 19.532858 392467600
## 1009 AAPL 2014-01-06 19.194643 19.426071 19.310357 412610800
## 1010 AAPL 2014-01-07 19.440001 19.287144 19.363572 317209200
## 1011 AAPL 2014-01-08 19.243214 19.409286 19.326250 258529600
## 1012 AAPL 2014-01-09 19.528570 19.161428 19.344999 279148800
## 1013 AAPL 2014-01-10 19.279642 19.033571 19.156607 304976000
## 1014 AAPL 2014-01-13 18.925358 19.133215 19.029286 378492800
## 1015 AAPL 2014-01-14 19.222143 19.513929 19.368036 332561600
## 1016 AAPL 2014-01-15 19.768572 19.905714 19.837143 391638800
## 1017 AAPL 2014-01-16 19.817858 19.794643 19.806251 229278000
## 1018 AAPL 2014-01-17 19.695715 19.309643 19.502679 426739600
## 1019 AAPL 2014-01-21 19.321072 19.609644 19.465358 328526800
## 1020 AAPL 2014-01-22 19.675358 19.696787 19.686072 379985200
## 1021 AAPL 2014-01-23 19.640715 19.863571 19.752143 403239200
## 1022 AAPL 2014-01-24 19.785713 19.502501 19.644107 429354800
## 1023 AAPL 2014-01-27 19.645357 19.660713 19.653035 554878800
## 1024 AAPL 2014-01-28 18.170000 18.089287 18.129643 1065523200
## 1025 AAPL 2014-01-29 17.998215 17.883928 17.941072 502810000
## 1026 AAPL 2014-01-30 17.947857 17.849285 17.898571 678501600
## 1027 AAPL 2014-01-31 17.684999 17.878571 17.781785 464797200
## 1028 AAPL 2014-02-03 17.950357 17.911785 17.931071 401464000
## 1029 AAPL 2014-02-04 18.066071 18.171070 18.118570 376681200
## 1030 AAPL 2014-02-05 18.091429 18.306786 18.199107 328344800
## 1031 AAPL 2014-02-06 18.216429 18.303928 18.260179 257765200
## 1032 AAPL 2014-02-07 18.620714 18.559999 18.590357 370280400
## 1033 AAPL 2014-02-10 18.523571 18.892500 18.708035 345559200
## 1034 AAPL 2014-02-11 18.950357 19.141430 19.045894 282256800
## 1035 AAPL 2014-02-12 19.176786 19.139999 19.158393 308100800
## 1036 AAPL 2014-02-13 19.094999 19.443930 19.269464 307398000
## 1037 AAPL 2014-02-14 19.373928 19.428213 19.401071 272924400
## 1038 AAPL 2014-02-18 19.500000 19.499643 19.499822 260251600
## 1039 AAPL 2014-02-19 19.455357 19.191786 19.323571 313768000
## 1040 AAPL 2014-02-20 19.035357 18.969643 19.002500 305858000
## 1041 AAPL 2014-02-21 19.028214 18.758928 18.893571 278784800
## 1042 AAPL 2014-02-24 18.683929 18.841070 18.762500 288909600
## 1043 AAPL 2014-02-25 18.906429 18.645000 18.775715 231952000
## 1044 AAPL 2014-02-26 18.700357 18.476786 18.588572 276217200
## 1045 AAPL 2014-02-27 18.469286 18.845358 18.657322 301882000
## 1046 AAPL 2014-02-28 18.895714 18.794287 18.845000 371968800
## 1047 AAPL 2014-03-03 18.693571 18.848572 18.771071 238781200
## 1048 AAPL 2014-03-04 18.964287 18.972857 18.968572 259140000
## 1049 AAPL 2014-03-05 18.961430 19.012857 18.987144 200062800
## 1050 AAPL 2014-03-06 19.028214 18.955357 18.991785 185488800
## 1051 AAPL 2014-03-07 18.967501 18.944286 18.955894 220729600
## 1052 AAPL 2014-03-10 18.870001 18.961430 18.915715 178584000
## 1053 AAPL 2014-03-11 19.123215 19.146070 19.134643 279224400
## 1054 AAPL 2014-03-12 19.089643 19.164642 19.127143 199326400
## 1055 AAPL 2014-03-13 19.194286 18.951786 19.073036 257742800
## 1056 AAPL 2014-03-14 18.885357 18.738930 18.812143 237199200
## 1057 AAPL 2014-03-17 18.846430 18.812143 18.829287 199544800
## 1058 AAPL 2014-03-18 18.782143 18.978571 18.880357 209647200
## 1059 AAPL 2014-03-19 19.009287 18.973572 18.991429 224756000
## 1060 AAPL 2014-03-20 18.924643 18.882143 18.903393 208398400
## 1061 AAPL 2014-03-21 18.997499 19.031071 19.014285 374046400
## 1062 AAPL 2014-03-24 19.229286 19.256786 19.243036 355700800
## 1063 AAPL 2014-03-25 19.339287 19.463928 19.401608 282293200
## 1064 AAPL 2014-03-26 19.518572 19.277857 19.398214 299768000
## 1065 AAPL 2014-03-27 19.286428 19.195000 19.240714 222031600
## 1066 AAPL 2014-03-28 19.225714 19.173571 19.199642 200564000
## 1067 AAPL 2014-03-31 19.258215 19.169287 19.213751 168669200
## 1068 AAPL 2014-04-01 19.205713 19.344643 19.275178 200760000
## 1069 AAPL 2014-04-02 19.370714 19.376785 19.373750 180420800
## 1070 AAPL 2014-04-03 19.335358 19.242500 19.288929 162344000
## 1071 AAPL 2014-04-04 19.278929 18.993570 19.136250 275251200
## 1072 AAPL 2014-04-07 18.857857 18.695356 18.776607 289850400
## 1073 AAPL 2014-04-08 18.756786 18.694286 18.725536 243888400
## 1074 AAPL 2014-04-09 18.665714 18.940001 18.802857 206169600
## 1075 AAPL 2014-04-10 18.952856 18.695715 18.824286 239652000
## 1076 AAPL 2014-04-11 18.535713 18.557501 18.546607 271717600
## 1077 AAPL 2014-04-14 18.639286 18.631430 18.635358 205674000
## 1078 AAPL 2014-04-15 18.581072 18.498571 18.539822 266490000
## 1079 AAPL 2014-04-16 18.501785 18.536072 18.518929 214765600
## 1080 AAPL 2014-04-17 18.571428 18.747856 18.659642 284334400
## 1081 AAPL 2014-04-21 18.762142 18.970358 18.866250 182548800
## 1082 AAPL 2014-04-22 18.868214 18.989286 18.928750 202563200
## 1083 AAPL 2014-04-23 18.895000 18.741072 18.818036 394940000
## 1084 AAPL 2014-04-24 20.293215 20.277500 20.285357 759911600
## 1085 AAPL 2014-04-25 20.161785 20.426430 20.294107 390275200
## 1086 AAPL 2014-04-28 20.457144 21.217501 20.837322 669485600
## 1087 AAPL 2014-04-29 21.205000 21.154642 21.179821 337377600
## 1088 AAPL 2014-04-30 21.165714 21.074642 21.120178 456640800
## 1089 AAPL 2014-05-01 21.142857 21.124287 21.133572 244048000
## 1090 AAPL 2014-05-02 21.155001 21.163570 21.159286 191514400
## 1091 AAPL 2014-05-05 21.076429 21.462856 21.269643 287067200
## 1092 AAPL 2014-05-06 21.492857 21.228930 21.360893 374564400
## 1093 AAPL 2014-05-07 21.258928 21.154642 21.206785 282864400
## 1094 AAPL 2014-05-08 21.008928 20.999643 21.004286 230297200
## 1095 AAPL 2014-05-09 20.876429 20.912144 20.894286 291597600
## 1096 AAPL 2014-05-12 20.981787 21.172501 21.077144 213208800
## 1097 AAPL 2014-05-13 21.142857 21.205713 21.174285 159737200
## 1098 AAPL 2014-05-14 21.158215 21.209642 21.183928 166404000
## 1099 AAPL 2014-05-15 21.239286 21.029285 21.134286 230846000
## 1100 AAPL 2014-05-16 21.022499 21.339643 21.181071 276256400
## 1101 AAPL 2014-05-19 21.351786 21.592501 21.472143 317755200
## 1102 AAPL 2014-05-20 21.589643 21.596786 21.593215 234836000
## 1103 AAPL 2014-05-21 21.565357 21.653929 21.609643 196859600
## 1104 AAPL 2014-05-22 21.664286 21.688213 21.676250 200760000
## 1105 AAPL 2014-05-23 21.687500 21.933214 21.810357 232209600
## 1106 AAPL 2014-05-27 21.995714 22.343929 22.169822 348866000
## 1107 AAPL 2014-05-28 22.357857 22.286072 22.321964 315481600
## 1108 AAPL 2014-05-29 22.423214 22.692142 22.557678 376474000
## 1109 AAPL 2014-05-30 22.785000 22.607143 22.696072 564020800
## 1110 AAPL 2014-06-02 22.641430 22.451786 22.546608 369350800
## 1111 AAPL 2014-06-03 22.445000 22.769285 22.607142 292709200
## 1112 AAPL 2014-06-04 22.765715 23.029285 22.897500 335482000
## 1113 AAPL 2014-06-05 23.078571 23.119642 23.099107 303805600
## 1114 AAPL 2014-06-06 23.210714 23.056070 23.133392 349938400
## 1115 AAPL 2014-06-09 23.174999 23.424999 23.299999 301660000
## 1116 AAPL 2014-06-10 23.682501 23.562500 23.622500 251108000
## 1117 AAPL 2014-06-11 23.532499 23.465000 23.498750 182724000
## 1118 AAPL 2014-06-12 23.510000 23.072500 23.291250 218996000
## 1119 AAPL 2014-06-13 23.049999 22.820000 22.934999 218100000
## 1120 AAPL 2014-06-16 22.877501 23.049999 22.963750 142244000
## 1121 AAPL 2014-06-17 23.077499 23.020000 23.048750 118904000
## 1122 AAPL 2014-06-18 23.067499 23.045000 23.056250 134056000
## 1123 AAPL 2014-06-19 23.072500 22.965000 23.018750 142112000
## 1124 AAPL 2014-06-20 22.962500 22.727501 22.845000 403592000
## 1125 AAPL 2014-06-23 22.830000 22.707500 22.768750 174776000
## 1126 AAPL 2014-06-24 22.687500 22.570000 22.628750 156144000
## 1127 AAPL 2014-06-25 22.552500 22.590000 22.571250 147476000
## 1128 AAPL 2014-06-26 22.592501 22.725000 22.658751 130516000
## 1129 AAPL 2014-06-27 22.705000 22.995001 22.850000 256116000
## 1130 AAPL 2014-06-30 23.025000 23.232500 23.128750 197929200
## 1131 AAPL 2014-07-01 23.379999 23.379999 23.379999 152892000
## 1132 AAPL 2014-07-02 23.467501 23.370001 23.418751 113860000
## 1133 AAPL 2014-07-03 23.417500 23.507500 23.462500 91567200
## 1134 AAPL 2014-07-07 23.535000 23.992500 23.763750 225872000
## 1135 AAPL 2014-07-08 24.067499 23.837500 23.952499 260888000
## 1136 AAPL 2014-07-09 23.860001 23.847500 23.853750 145744000
## 1137 AAPL 2014-07-10 23.440001 23.760000 23.600000 158744000
## 1138 AAPL 2014-07-11 23.840000 23.805000 23.822500 136072000
## 1139 AAPL 2014-07-14 23.965000 24.112499 24.038750 171240000
## 1140 AAPL 2014-07-15 24.200001 23.830000 24.015000 181911600
## 1141 AAPL 2014-07-16 24.242500 23.695000 23.968750 213585200
## 1142 AAPL 2014-07-17 23.757500 23.272499 23.514999 229192000
## 1143 AAPL 2014-07-18 23.405001 23.607500 23.506250 199952000
## 1144 AAPL 2014-07-21 23.747499 23.485001 23.616250 156316000
## 1145 AAPL 2014-07-22 23.670000 23.680000 23.675000 220788000
## 1146 AAPL 2014-07-23 23.855000 24.297501 24.076250 371672000
## 1147 AAPL 2014-07-24 24.260000 24.257500 24.258750 182916000
## 1148 AAPL 2014-07-25 24.212500 24.417500 24.315000 173876000
## 1149 AAPL 2014-07-28 24.455000 24.754999 24.605000 221272000
## 1150 AAPL 2014-07-29 24.832500 24.594999 24.713750 172572000
## 1151 AAPL 2014-07-30 24.610001 24.537500 24.573750 132040000
## 1152 AAPL 2014-07-31 24.290001 23.900000 24.095000 227372000
## 1153 AAPL 2014-08-01 23.725000 24.032499 23.878750 194044000
## 1154 AAPL 2014-08-04 24.092501 23.897499 23.995000 159832000
## 1155 AAPL 2014-08-05 23.840000 23.780001 23.810000 223732000
## 1156 AAPL 2014-08-06 23.687500 23.740000 23.713750 154232000
## 1157 AAPL 2014-08-07 23.732500 23.620001 23.676250 186844000
## 1158 AAPL 2014-08-08 23.565001 23.684999 23.625000 167460000
## 1159 AAPL 2014-08-11 23.817499 23.997499 23.907499 146340000
## 1160 AAPL 2014-08-12 24.010000 23.992500 24.001250 135180000
## 1161 AAPL 2014-08-13 24.037500 24.309999 24.173750 127664000
## 1162 AAPL 2014-08-14 24.332500 24.375000 24.353750 112464000
## 1163 AAPL 2014-08-15 24.475000 24.495001 24.485001 195804000
## 1164 AAPL 2014-08-18 24.622499 24.790001 24.706250 190288000
## 1165 AAPL 2014-08-19 24.852501 25.132500 24.992500 277596000
## 1166 AAPL 2014-08-20 25.110001 25.142500 25.126250 210796000
## 1167 AAPL 2014-08-21 25.142500 25.145000 25.143750 133912000
## 1168 AAPL 2014-08-22 25.072500 25.330000 25.201250 176736000
## 1169 AAPL 2014-08-25 25.447500 25.385000 25.416250 161080000
## 1170 AAPL 2014-08-26 25.355000 25.222500 25.288750 132608000
## 1171 AAPL 2014-08-27 25.254999 25.532499 25.393749 209476000
## 1172 AAPL 2014-08-28 25.397499 25.562500 25.480000 273840000
## 1173 AAPL 2014-08-29 25.715000 25.625000 25.670000 178380000
## 1174 AAPL 2014-09-02 25.764999 25.825001 25.795000 214256000
## 1175 AAPL 2014-09-03 25.775000 24.735001 25.255000 501684000
## 1176 AAPL 2014-09-04 24.712500 24.530001 24.621250 342872000
## 1177 AAPL 2014-09-05 24.700001 24.742500 24.721251 233828000
## 1178 AAPL 2014-09-08 24.825001 24.590000 24.707500 185426800
## 1179 AAPL 2014-09-09 24.770000 24.497499 24.633750 759385200
## 1180 AAPL 2014-09-10 24.502501 25.250000 24.876250 403478400
## 1181 AAPL 2014-09-11 25.102501 25.357500 25.230000 249412400
## 1182 AAPL 2014-09-12 25.302500 25.415001 25.358750 250504400
## 1183 AAPL 2014-09-15 25.702499 25.407499 25.554999 245266000
## 1184 AAPL 2014-09-16 24.950001 25.215000 25.082500 267632400
## 1185 AAPL 2014-09-17 25.317499 25.395000 25.356250 243706000
## 1186 AAPL 2014-09-18 25.482500 25.447500 25.465000 149197600
## 1187 AAPL 2014-09-19 25.572500 25.240000 25.406250 283609600
## 1188 AAPL 2014-09-22 25.450001 25.264999 25.357500 211153600
## 1189 AAPL 2014-09-23 25.150000 25.660000 25.405000 253608800
## 1190 AAPL 2014-09-24 25.540001 25.437500 25.488750 240687200
## 1191 AAPL 2014-09-25 25.127501 24.467501 24.797501 400368000
## 1192 AAPL 2014-09-26 24.632500 25.187500 24.910000 249482000
## 1193 AAPL 2014-09-29 24.662500 25.027500 24.845000 199065200
## 1194 AAPL 2014-09-30 25.202499 25.187500 25.195000 221056400
## 1195 AAPL 2014-10-01 25.147499 24.795000 24.971250 205965200
## 1196 AAPL 2014-10-02 24.817499 24.975000 24.896250 191031200
## 1197 AAPL 2014-10-03 24.860001 24.905001 24.882501 173878400
## 1198 AAPL 2014-10-06 24.987499 24.905001 24.946250 148204800
## 1199 AAPL 2014-10-07 24.857500 24.687500 24.772500 168376800
## 1200 AAPL 2014-10-08 24.690001 25.200001 24.945001 229618800
## 1201 AAPL 2014-10-09 25.385000 25.254999 25.320000 309506000
## 1202 AAPL 2014-10-10 25.172501 25.182501 25.177501 265326400
## 1203 AAPL 2014-10-13 25.332500 24.952499 25.142500 214333600
## 1204 AAPL 2014-10-14 25.097500 24.687500 24.892500 254754400
## 1205 AAPL 2014-10-15 24.492500 24.385000 24.438750 403734400
## 1206 AAPL 2014-10-16 23.887501 24.065001 23.976251 288618000
## 1207 AAPL 2014-10-17 24.375000 24.417500 24.396250 272718800
## 1208 AAPL 2014-10-20 24.580000 24.940001 24.760000 310069200
## 1209 AAPL 2014-10-21 25.754999 25.617500 25.686250 378495600
## 1210 AAPL 2014-10-22 25.709999 25.747499 25.728749 273052400
## 1211 AAPL 2014-10-23 26.020000 26.207500 26.113750 284298800
## 1212 AAPL 2014-10-24 26.295000 26.305000 26.300000 188215600
## 1213 AAPL 2014-10-27 26.212500 26.277500 26.245000 136750800
## 1214 AAPL 2014-10-28 26.350000 26.684999 26.517500 192243600
## 1215 AAPL 2014-10-29 26.662500 26.834999 26.748750 210751600
## 1216 AAPL 2014-10-30 26.740000 26.745001 26.742500 162619200
## 1217 AAPL 2014-10-31 27.002501 27.000000 27.001250 178557200
## 1218 AAPL 2014-11-03 27.055000 27.350000 27.202500 209130400
## 1219 AAPL 2014-11-04 27.340000 27.150000 27.245000 166297600
## 1220 AAPL 2014-11-05 27.275000 27.215000 27.245000 149743600
## 1221 AAPL 2014-11-06 27.150000 27.174999 27.162499 139874000
## 1222 AAPL 2014-11-07 27.187500 27.252501 27.220000 134766000
## 1223 AAPL 2014-11-10 27.254999 27.207500 27.231250 108782000
## 1224 AAPL 2014-11-11 27.174999 27.424999 27.299999 109769200
## 1225 AAPL 2014-11-12 27.344999 27.812500 27.578750 187769600
## 1226 AAPL 2014-11-13 27.950001 28.205000 28.077500 238091600
## 1227 AAPL 2014-11-14 28.287500 28.545000 28.416250 176254400
## 1228 AAPL 2014-11-17 28.567499 28.497499 28.532499 186986800
## 1229 AAPL 2014-11-18 28.485001 28.867500 28.676250 176896000
## 1230 AAPL 2014-11-19 28.860001 28.667500 28.763750 167476800
## 1231 AAPL 2014-11-20 28.727501 29.077499 28.902500 173582000
## 1232 AAPL 2014-11-21 29.377501 29.117500 29.247500 228717200
## 1233 AAPL 2014-11-24 29.212500 29.657499 29.434999 189803200
## 1234 AAPL 2014-11-25 29.767500 29.400000 29.583750 275361600
## 1235 AAPL 2014-11-26 29.485001 29.750000 29.617500 163073200
## 1236 AAPL 2014-11-28 29.817499 29.732500 29.775000 99257600
## 1237 AAPL 2014-12-01 29.702499 28.767500 29.235000 335256000
## 1238 AAPL 2014-12-02 28.375000 28.657499 28.516250 237395600
## 1239 AAPL 2014-12-03 28.937500 28.982500 28.960000 172253600
## 1240 AAPL 2014-12-04 28.942499 28.872499 28.907499 168178000
## 1241 AAPL 2014-12-05 28.997499 28.750000 28.873750 153275600
## 1242 AAPL 2014-12-08 28.525000 28.100000 28.312500 230659600
## 1243 AAPL 2014-12-09 27.547501 28.530001 28.038751 240832000
## 1244 AAPL 2014-12-10 28.602501 27.987499 28.295000 178261200
## 1245 AAPL 2014-12-11 28.065001 27.905001 27.985001 165606800
## 1246 AAPL 2014-12-12 27.615000 27.432501 27.523750 224112400
## 1247 AAPL 2014-12-15 27.674999 27.057501 27.366250 268872400
## 1248 AAPL 2014-12-16 26.592501 26.687500 26.640000 243162800
## 1249 AAPL 2014-12-17 26.780001 27.352501 27.066251 213647200
## 1250 AAPL 2014-12-18 27.967501 28.162500 28.065001 236024800
## 1251 AAPL 2014-12-19 28.065001 27.945000 28.005000 353719200
## 1252 AAPL 2014-12-22 28.040001 28.235001 28.137501 180670000
## 1253 AAPL 2014-12-23 28.307501 28.135000 28.221251 104113600
## 1254 AAPL 2014-12-24 28.145000 28.002501 28.073750 57918400
## 1255 AAPL 2014-12-26 28.025000 28.497499 28.261250 134884000
## 1256 AAPL 2014-12-29 28.447500 28.477501 28.462501 110395600
## 1257 AAPL 2014-12-30 28.410000 28.129999 28.270000 119526000
## 1258 AAPL 2014-12-31 28.205000 27.594999 27.900000 165613600
## 1259 AAPL 2015-01-02 27.847500 27.332500 27.590000 212818400
## 1260 AAPL 2015-01-05 27.072500 26.562500 26.817500 257142000
## 1261 AAPL 2015-01-06 26.635000 26.565001 26.600000 263188400
## 1262 AAPL 2015-01-07 26.799999 26.937500 26.868750 160423600
## 1263 AAPL 2015-01-08 27.307501 27.972500 27.640000 237458000
## 1264 AAPL 2015-01-09 28.167500 28.002501 28.085000 214798000
## 1265 AAPL 2015-01-12 28.150000 27.312500 27.731250 198603200
## 1266 AAPL 2015-01-13 27.857500 27.555000 27.706250 268367600
## 1267 AAPL 2015-01-14 27.260000 27.450001 27.355000 195826400
## 1268 AAPL 2015-01-15 27.500000 26.705000 27.102500 240056000
## 1269 AAPL 2015-01-16 26.757500 26.497499 26.627500 314053200
## 1270 AAPL 2015-01-20 26.959999 27.180000 27.070000 199599600
## 1271 AAPL 2015-01-21 27.237499 27.387501 27.312500 194303600
## 1272 AAPL 2015-01-22 27.565001 28.100000 27.832500 215185600
## 1273 AAPL 2015-01-23 28.075001 28.245001 28.160001 185859200
## 1274 AAPL 2015-01-26 28.434999 28.275000 28.355000 222460000
## 1275 AAPL 2015-01-27 28.105000 27.285000 27.695000 382274800
## 1276 AAPL 2015-01-28 29.407499 28.827499 29.117499 585908400
## 1277 AAPL 2015-01-29 29.080000 29.725000 29.402500 337745600
## 1278 AAPL 2015-01-30 29.600000 29.290001 29.445001 334982000
## 1279 AAPL 2015-02-02 29.512501 29.657499 29.585000 250956400
## 1280 AAPL 2015-02-03 29.625000 29.662500 29.643750 207662800
## 1281 AAPL 2015-02-04 29.625000 29.889999 29.757500 280598800
## 1282 AAPL 2015-02-05 30.004999 29.985001 29.995000 168984800
## 1283 AAPL 2015-02-06 30.004999 29.732500 29.868750 174826400
## 1284 AAPL 2015-02-09 29.637501 29.930000 29.783751 155559200
## 1285 AAPL 2015-02-10 30.042500 30.504999 30.273749 248034000
## 1286 AAPL 2015-02-11 30.692499 31.219999 30.956249 294247200
## 1287 AAPL 2015-02-12 31.514999 31.615000 31.565000 297898000
## 1288 AAPL 2015-02-13 31.820000 31.770000 31.795000 217088800
## 1289 AAPL 2015-02-17 31.872499 31.957500 31.915000 252609600
## 1290 AAPL 2015-02-18 31.907499 32.180000 32.043750 179566800
## 1291 AAPL 2015-02-19 32.119999 32.112499 32.116249 149449600
## 1292 AAPL 2015-02-20 32.154999 32.375000 32.264999 195793600
## 1293 AAPL 2015-02-23 32.505001 33.250000 32.877501 283896400
## 1294 AAPL 2015-02-24 33.235001 33.042500 33.138750 276912400
## 1295 AAPL 2015-02-25 32.889999 32.197498 32.543749 298846800
## 1296 AAPL 2015-02-26 32.197498 32.605000 32.401249 365150000
## 1297 AAPL 2015-02-27 32.500000 32.115002 32.307501 248059200
## 1298 AAPL 2015-03-02 32.312500 32.272499 32.292500 192386800
## 1299 AAPL 2015-03-03 32.240002 32.340000 32.290001 151265200
## 1300 AAPL 2015-03-04 32.275002 32.134998 32.205000 126665200
## 1301 AAPL 2015-03-05 32.145000 31.602501 31.873751 226068400
## 1302 AAPL 2015-03-06 32.099998 31.650000 31.874999 291368400
## 1303 AAPL 2015-03-09 31.990000 31.785000 31.887500 354114000
## 1304 AAPL 2015-03-10 31.602501 31.127501 31.365001 275426400
## 1305 AAPL 2015-03-11 31.187500 30.559999 30.873750 275756000
## 1306 AAPL 2015-03-12 30.577499 31.112499 30.844999 193450800
## 1307 AAPL 2015-03-13 31.100000 30.897499 30.998750 207309200
## 1308 AAPL 2015-03-16 30.969999 31.237499 31.103749 143497200
## 1309 AAPL 2015-03-17 31.475000 31.760000 31.617500 204092400
## 1310 AAPL 2015-03-18 31.750000 32.117500 31.933750 261083600
## 1311 AAPL 2015-03-19 32.187500 31.875000 32.031250 183238000
## 1312 AAPL 2015-03-20 32.062500 31.475000 31.768750 274780400
## 1313 AAPL 2015-03-23 31.780001 31.802500 31.791250 150838800
## 1314 AAPL 2015-03-24 31.807501 31.672501 31.740001 131369200
## 1315 AAPL 2015-03-25 31.635000 30.844999 31.240000 206620800
## 1316 AAPL 2015-03-26 30.690001 31.059999 30.875000 190291600
## 1317 AAPL 2015-03-27 31.142500 30.812500 30.977500 158184800
## 1318 AAPL 2015-03-30 31.012501 31.592501 31.302501 188398800
## 1319 AAPL 2015-03-31 31.522499 31.107500 31.315000 168362400
## 1320 AAPL 2015-04-01 31.205000 31.062500 31.133750 162485600
## 1321 AAPL 2015-04-02 31.257500 31.330000 31.293750 128880400
## 1322 AAPL 2015-04-06 31.117500 31.837500 31.477500 148776000
## 1323 AAPL 2015-04-07 31.910000 31.502501 31.706250 140049200
## 1324 AAPL 2015-04-08 31.462500 31.400000 31.431250 149316800
## 1325 AAPL 2015-04-09 31.462500 31.639999 31.551250 129936000
## 1326 AAPL 2015-04-10 31.487499 31.775000 31.631249 160752000
## 1327 AAPL 2015-04-13 32.092499 31.712500 31.902499 145460400
## 1328 AAPL 2015-04-14 31.750000 31.575001 31.662500 102098400
## 1329 AAPL 2015-04-15 31.602501 31.695000 31.648750 115881600
## 1330 AAPL 2015-04-16 31.570000 31.542500 31.556250 113476000
## 1331 AAPL 2015-04-17 31.387501 31.187500 31.287500 207828000
## 1332 AAPL 2015-04-20 31.392500 31.900000 31.646250 188217200
## 1333 AAPL 2015-04-21 32.025002 31.727501 31.876251 129740400
## 1334 AAPL 2015-04-22 31.747499 32.154999 31.951249 150618000
## 1335 AAPL 2015-04-23 32.075001 32.417500 32.246250 183083600
## 1336 AAPL 2015-04-24 32.622501 32.570000 32.596251 178103600
## 1337 AAPL 2015-04-27 33.077499 33.162498 33.119999 387816800
## 1338 AAPL 2015-04-28 33.615002 32.639999 33.127501 475696000
## 1339 AAPL 2015-04-29 32.540001 32.160000 32.350000 253544400
## 1340 AAPL 2015-04-30 32.160000 31.287500 31.723750 332781600
## 1341 AAPL 2015-05-01 31.525000 32.237499 31.881249 234050400
## 1342 AAPL 2015-05-04 32.375000 32.174999 32.275000 203953200
## 1343 AAPL 2015-05-05 32.037498 31.450001 31.743750 197085600
## 1344 AAPL 2015-05-06 31.639999 31.252501 31.446250 288564000
## 1345 AAPL 2015-05-07 31.192499 31.315001 31.253750 175763600
## 1346 AAPL 2015-05-08 31.670000 31.905001 31.787500 222201600
## 1347 AAPL 2015-05-11 31.847500 31.580000 31.713750 168143200
## 1348 AAPL 2015-05-12 31.400000 31.467501 31.433750 192640000
## 1349 AAPL 2015-05-13 31.537500 31.502501 31.520000 138776800
## 1350 AAPL 2015-05-14 31.852501 32.237499 32.045000 180814000
## 1351 AAPL 2015-05-15 32.267502 32.192501 32.230001 152832000
## 1352 AAPL 2015-05-18 32.095001 32.547501 32.321251 203531600
## 1353 AAPL 2015-05-19 32.672501 32.517502 32.595001 178532800
## 1354 AAPL 2015-05-20 32.500000 32.514999 32.507500 145819600
## 1355 AAPL 2015-05-21 32.517502 32.847500 32.682501 158921600
## 1356 AAPL 2015-05-22 32.900002 33.134998 33.017500 182384000
## 1357 AAPL 2015-05-26 33.150002 32.404999 32.777500 282790400
## 1358 AAPL 2015-05-27 32.584999 33.009998 32.797499 183332800
## 1359 AAPL 2015-05-28 32.965000 32.945000 32.955000 122933200
## 1360 AAPL 2015-05-29 32.807499 32.570000 32.688749 203538000
## 1361 AAPL 2015-06-01 32.570000 32.634998 32.602499 128451200
## 1362 AAPL 2015-06-02 32.465000 32.490002 32.477501 134670400
## 1363 AAPL 2015-06-03 32.665001 32.529999 32.597500 123934000
## 1364 AAPL 2015-06-04 32.395000 32.340000 32.367500 153800400
## 1365 AAPL 2015-06-05 32.375000 32.162498 32.268749 142507200
## 1366 AAPL 2015-06-08 32.224998 31.950001 32.087500 210699200
## 1367 AAPL 2015-06-09 31.674999 31.855000 31.764999 224301600
## 1368 AAPL 2015-06-10 31.980000 32.220001 32.100000 156349200
## 1369 AAPL 2015-06-11 32.294998 32.147499 32.221249 141563600
## 1370 AAPL 2015-06-12 32.047501 31.792500 31.920000 147544800
## 1371 AAPL 2015-06-15 31.525000 31.730000 31.627500 175955600
## 1372 AAPL 2015-06-16 31.757500 31.900000 31.828750 125976400
## 1373 AAPL 2015-06-17 31.930000 31.825001 31.877501 131672400
## 1374 AAPL 2015-06-18 31.807501 31.969999 31.888750 141628800
## 1375 AAPL 2015-06-19 31.927500 31.650000 31.788750 218867600
## 1376 AAPL 2015-06-22 31.872499 31.902500 31.887500 136157200
## 1377 AAPL 2015-06-23 31.870001 31.757500 31.813750 121075600
## 1378 AAPL 2015-06-24 31.802500 32.027500 31.915000 221123600
## 1379 AAPL 2015-06-25 32.215000 31.875000 32.045000 127752400
## 1380 AAPL 2015-06-26 31.917500 31.687500 31.802500 176267200
## 1381 AAPL 2015-06-29 31.365000 31.132500 31.248750 196645600
## 1382 AAPL 2015-06-30 31.392500 31.357500 31.375000 177482800
## 1383 AAPL 2015-07-01 31.725000 31.650000 31.687500 120955200
## 1384 AAPL 2015-07-02 31.607500 31.610001 31.608750 108844000
## 1385 AAPL 2015-07-06 31.235001 31.500000 31.367500 112241600
## 1386 AAPL 2015-07-07 31.472500 31.422501 31.447500 187787200
## 1387 AAPL 2015-07-08 31.120001 30.642500 30.881250 243046400
## 1388 AAPL 2015-07-09 30.962500 30.017500 30.490000 314380000
## 1389 AAPL 2015-07-10 30.485001 30.820000 30.652500 245418000
## 1390 AAPL 2015-07-13 31.257500 31.415001 31.336250 165762000
## 1391 AAPL 2015-07-14 31.510000 31.402500 31.456250 127072400
## 1392 AAPL 2015-07-15 31.430000 31.705000 31.567500 134596800
## 1393 AAPL 2015-07-16 31.934999 32.127499 32.031249 144889600
## 1394 AAPL 2015-07-17 32.270000 32.404999 32.337500 184658800
## 1395 AAPL 2015-07-20 32.742500 33.017502 32.880001 235600800
## 1396 AAPL 2015-07-21 33.212502 32.687500 32.950001 307025600
## 1397 AAPL 2015-07-22 30.497499 31.305000 30.901250 461802400
## 1398 AAPL 2015-07-23 31.549999 31.290001 31.420000 203998000
## 1399 AAPL 2015-07-24 31.330000 31.125000 31.227500 168649200
## 1400 AAPL 2015-07-27 30.772499 30.692499 30.732499 177822000
## 1401 AAPL 2015-07-28 30.844999 30.844999 30.844999 134472400
## 1402 AAPL 2015-07-29 30.787500 30.747499 30.767500 148046800
## 1403 AAPL 2015-07-30 30.580000 30.592501 30.586250 134513200
## 1404 AAPL 2015-07-31 30.650000 30.325001 30.487500 171540000
## 1405 AAPL 2015-08-03 30.375000 29.610001 29.992500 279904000
## 1406 AAPL 2015-08-04 29.355000 28.660000 29.007500 496554400
## 1407 AAPL 2015-08-05 28.237499 28.850000 28.543750 397250400
## 1408 AAPL 2015-08-06 28.992500 28.782499 28.887500 211612000
## 1409 AAPL 2015-08-07 28.645000 28.879999 28.762500 154681600
## 1410 AAPL 2015-08-10 29.132500 29.930000 29.531250 219806400
## 1411 AAPL 2015-08-11 29.452499 28.372499 28.912499 388331200
## 1412 AAPL 2015-08-12 28.132500 28.809999 28.471250 404870000
## 1413 AAPL 2015-08-13 29.010000 28.787500 28.898750 194143200
## 1414 AAPL 2015-08-14 28.580000 28.990000 28.785000 171718000
## 1415 AAPL 2015-08-17 29.010000 29.290001 29.150001 163538800
## 1416 AAPL 2015-08-18 29.107500 29.125000 29.116250 138242800
## 1417 AAPL 2015-08-19 29.025000 28.752501 28.888750 193146000
## 1418 AAPL 2015-08-20 28.520000 28.162500 28.341250 274006400
## 1419 AAPL 2015-08-21 27.607500 26.440001 27.023750 513102000
## 1420 AAPL 2015-08-24 23.717501 25.780001 24.748751 648825200
## 1421 AAPL 2015-08-25 27.777500 25.934999 26.856250 414406400
## 1422 AAPL 2015-08-26 26.772499 27.422501 27.097500 387098400
## 1423 AAPL 2015-08-27 28.057501 28.230000 28.143750 338464400
## 1424 AAPL 2015-08-28 28.042500 28.322500 28.182500 212657600
## 1425 AAPL 2015-08-31 28.007500 28.190001 28.098750 224917200
## 1426 AAPL 2015-09-01 27.537500 26.930000 27.233750 307383600
## 1427 AAPL 2015-09-02 27.557501 28.084999 27.821250 247555200
## 1428 AAPL 2015-09-03 28.122499 27.592501 27.857500 212935600
## 1429 AAPL 2015-09-04 27.242500 27.317499 27.280000 199985200
## 1430 AAPL 2015-09-08 27.937500 28.077499 28.007500 219374400
## 1431 AAPL 2015-09-09 28.440001 27.537500 27.988750 340043200
## 1432 AAPL 2015-09-10 27.567499 28.142500 27.855000 251571200
## 1433 AAPL 2015-09-11 27.947500 28.552500 28.250000 199662000
## 1434 AAPL 2015-09-14 29.145000 28.827499 28.986250 233453600
## 1435 AAPL 2015-09-15 28.982500 29.070000 29.026250 173364800
## 1436 AAPL 2015-09-16 29.062500 29.102501 29.082500 148694000
## 1437 AAPL 2015-09-17 28.915001 28.480000 28.697500 256450400
## 1438 AAPL 2015-09-18 28.052500 28.362499 28.207500 297141200
## 1439 AAPL 2015-09-21 28.417500 28.802500 28.610000 200888000
## 1440 AAPL 2015-09-22 28.344999 28.350000 28.347500 201384800
## 1441 AAPL 2015-09-23 28.407499 28.580000 28.493750 143026800
## 1442 AAPL 2015-09-24 28.312500 28.750000 28.531250 200878000
## 1443 AAPL 2015-09-25 29.110001 28.677500 28.893750 224607600
## 1444 AAPL 2015-09-28 28.462500 28.110001 28.286250 208436000
## 1445 AAPL 2015-09-29 28.207500 27.264999 27.736250 293461600
## 1446 AAPL 2015-09-30 27.542500 27.575001 27.558750 265892000
## 1447 AAPL 2015-10-01 27.267500 27.395000 27.331250 255716400
## 1448 AAPL 2015-10-02 27.002501 27.594999 27.298750 232079200
## 1449 AAPL 2015-10-05 27.469999 27.695000 27.582500 208258800
## 1450 AAPL 2015-10-06 27.657499 27.827499 27.742499 192787200
## 1451 AAPL 2015-10-07 27.934999 27.695000 27.815000 187062400
## 1452 AAPL 2015-10-08 27.547501 27.375000 27.461250 247918400
## 1453 AAPL 2015-10-09 27.500000 28.030001 27.765000 211064400
## 1454 AAPL 2015-10-12 28.182501 27.900000 28.041250 121868800
## 1455 AAPL 2015-10-13 27.705000 27.947500 27.826250 132197200
## 1456 AAPL 2015-10-14 27.822500 27.552500 27.687500 177849600
## 1457 AAPL 2015-10-15 27.732500 27.965000 27.848750 150694000
## 1458 AAPL 2015-10-16 27.945000 27.760000 27.852500 156930400
## 1459 AAPL 2015-10-19 27.700001 27.932501 27.816251 119036800
## 1460 AAPL 2015-10-20 27.834999 28.442499 28.138749 195871200
## 1461 AAPL 2015-10-21 28.500000 28.440001 28.470000 167180800
## 1462 AAPL 2015-10-22 28.582500 28.875000 28.728750 166616400
## 1463 AAPL 2015-10-23 29.174999 29.770000 29.472500 237467600
## 1464 AAPL 2015-10-26 29.520000 28.820000 29.170000 265335200
## 1465 AAPL 2015-10-27 28.850000 28.637501 28.743751 279537600
## 1466 AAPL 2015-10-28 29.232500 29.817499 29.525000 342205600
## 1467 AAPL 2015-10-29 29.674999 30.132500 29.903749 204909200
## 1468 AAPL 2015-10-30 30.247499 29.875000 30.061250 197461200
## 1469 AAPL 2015-11-02 30.200001 30.295000 30.247500 128813200
## 1470 AAPL 2015-11-03 30.197500 30.642500 30.420000 182076000
## 1471 AAPL 2015-11-04 30.782499 30.500000 30.641250 179544400
## 1472 AAPL 2015-11-05 30.462500 30.230000 30.346250 158210800
## 1473 AAPL 2015-11-06 30.277500 30.264999 30.271250 132169200
## 1474 AAPL 2015-11-09 30.240000 30.142500 30.191250 135485600
## 1475 AAPL 2015-11-10 29.225000 29.192499 29.208750 236511600
## 1476 AAPL 2015-11-11 29.092501 29.027500 29.060000 180872000
## 1477 AAPL 2015-11-12 29.065001 28.930000 28.997500 130102400
## 1478 AAPL 2015-11-13 28.799999 28.084999 28.442499 183249600
## 1479 AAPL 2015-11-16 27.844999 28.545000 28.195000 152426800
## 1480 AAPL 2015-11-17 28.730000 28.422501 28.576250 110467600
## 1481 AAPL 2015-11-18 28.940001 29.322500 29.131250 186698800
## 1482 AAPL 2015-11-19 29.410000 29.695000 29.552500 173183200
## 1483 AAPL 2015-11-20 29.799999 29.825001 29.812500 137148400
## 1484 AAPL 2015-11-23 29.817499 29.437500 29.627500 129930000
## 1485 AAPL 2015-11-24 29.332500 29.719999 29.526250 171212800
## 1486 AAPL 2015-11-25 29.802500 29.507500 29.655000 85553200
## 1487 AAPL 2015-11-27 29.572500 29.452499 29.512500 52185600
## 1488 AAPL 2015-11-30 29.497499 29.575001 29.536250 156721200
## 1489 AAPL 2015-12-01 29.687500 29.334999 29.511250 139409600
## 1490 AAPL 2015-12-02 29.334999 29.070000 29.202499 133546400
## 1491 AAPL 2015-12-03 29.137501 28.799999 28.968750 166278000
## 1492 AAPL 2015-12-04 28.822500 29.757500 29.290000 231108000
## 1493 AAPL 2015-12-07 29.745001 29.570000 29.657500 128336800
## 1494 AAPL 2015-12-08 29.379999 29.557501 29.468750 137238000
## 1495 AAPL 2015-12-09 29.410000 28.905001 29.157500 185445600
## 1496 AAPL 2015-12-10 29.010000 29.042500 29.026250 116850800
## 1497 AAPL 2015-12-11 28.797501 28.295000 28.546250 187544800
## 1498 AAPL 2015-12-14 28.045000 28.120001 28.082500 257274800
## 1499 AAPL 2015-12-15 27.985001 27.622499 27.803750 213292400
## 1500 AAPL 2015-12-16 27.767500 27.834999 27.801250 224954000
## 1501 AAPL 2015-12-17 28.004999 27.245001 27.625000 179091200
## 1502 AAPL 2015-12-18 27.227501 26.507500 26.867500 385813200
## 1503 AAPL 2015-12-21 26.820000 26.832500 26.826250 190362400
## 1504 AAPL 2015-12-22 26.850000 26.807501 26.828751 131157600
## 1505 AAPL 2015-12-23 26.817499 27.152500 26.985000 130629600
## 1506 AAPL 2015-12-24 27.250000 27.007500 27.128750 54281600
## 1507 AAPL 2015-12-28 26.897499 26.705000 26.801250 106816800
## 1508 AAPL 2015-12-29 26.740000 27.184999 26.962500 123724800
## 1509 AAPL 2015-12-30 27.145000 26.830000 26.987500 100855200
## 1510 AAPL 2015-12-31 26.752501 26.315001 26.533751 163649200
## 1511 AAPL 2016-01-04 25.652500 26.337500 25.995000 270597600
## 1512 AAPL 2016-01-05 26.437500 25.677500 26.057500 223164000
## 1513 AAPL 2016-01-06 25.139999 25.174999 25.157499 273829600
## 1514 AAPL 2016-01-07 24.670000 24.112499 24.391250 324377600
## 1515 AAPL 2016-01-08 24.637501 24.240000 24.438750 283192000
## 1516 AAPL 2016-01-11 24.742500 24.632500 24.687500 198957600
## 1517 AAPL 2016-01-12 25.137501 24.990000 25.063750 196616800
## 1518 AAPL 2016-01-13 25.080000 24.347500 24.713750 249758400
## 1519 AAPL 2016-01-14 24.490000 24.879999 24.684999 252680400
## 1520 AAPL 2016-01-15 24.049999 24.282499 24.166249 319335600
## 1521 AAPL 2016-01-19 24.602501 24.165001 24.383751 212350800
## 1522 AAPL 2016-01-20 23.775000 24.197500 23.986250 289337600
## 1523 AAPL 2016-01-21 24.264999 24.075001 24.170000 208646000
## 1524 AAPL 2016-01-22 24.657499 25.355000 25.006249 263202000
## 1525 AAPL 2016-01-25 25.379999 24.860001 25.120000 207178000
## 1526 AAPL 2016-01-26 24.982500 24.997499 24.990000 300308000
## 1527 AAPL 2016-01-27 24.010000 23.355000 23.682500 533478800
## 1528 AAPL 2016-01-28 23.447500 23.522499 23.485000 222715200
## 1529 AAPL 2016-01-29 23.697500 24.334999 24.016250 257666000
## 1530 AAPL 2016-02-01 24.117500 24.107500 24.112500 163774000
## 1531 AAPL 2016-02-02 23.855000 23.620001 23.737500 149428800
## 1532 AAPL 2016-02-03 23.750000 24.087500 23.918750 183857200
## 1533 AAPL 2016-02-04 23.965000 24.150000 24.057500 185886800
## 1534 AAPL 2016-02-05 24.129999 23.504999 23.817499 185672400
## 1535 AAPL 2016-02-08 23.282499 23.752501 23.517500 216085600
## 1536 AAPL 2016-02-09 23.572500 23.747499 23.660000 177324800
## 1537 AAPL 2016-02-10 23.980000 23.567499 23.773749 169374400
## 1538 AAPL 2016-02-11 23.447500 23.424999 23.436250 200298800
## 1539 AAPL 2016-02-12 23.547501 23.497499 23.522500 161405600
## 1540 AAPL 2016-02-16 23.754999 24.160000 23.957500 196231600
## 1541 AAPL 2016-02-17 24.167500 24.530001 24.348750 179452800
## 1542 AAPL 2016-02-18 24.709999 24.065001 24.387500 156084000
## 1543 AAPL 2016-02-19 24.000000 24.010000 24.005000 141496800
## 1544 AAPL 2016-02-22 24.077499 24.219999 24.148749 137123200
## 1545 AAPL 2016-02-23 24.100000 23.672501 23.886250 127770400
## 1546 AAPL 2016-02-24 23.495001 24.025000 23.760000 145022800
## 1547 AAPL 2016-02-25 24.012501 24.190001 24.101251 110330800
## 1548 AAPL 2016-02-26 24.299999 24.227501 24.263750 115964400
## 1549 AAPL 2016-02-29 24.215000 24.172501 24.193750 140865200
## 1550 AAPL 2016-03-01 24.412500 25.132500 24.772500 201628400
## 1551 AAPL 2016-03-02 25.127501 25.187500 25.157500 132678400
## 1552 AAPL 2016-03-03 25.145000 25.375000 25.260000 147822800
## 1553 AAPL 2016-03-04 25.592501 25.752501 25.672501 184220400
## 1554 AAPL 2016-03-07 25.597500 25.467501 25.532500 143315600
## 1555 AAPL 2016-03-08 25.195000 25.257500 25.226250 126247600
## 1556 AAPL 2016-03-09 25.327499 25.280001 25.303750 108806800
## 1557 AAPL 2016-03-10 25.352501 25.292500 25.322500 134054400
## 1558 AAPL 2016-03-11 25.559999 25.565001 25.562500 109632800
## 1559 AAPL 2016-03-14 25.477501 25.629999 25.553750 100304400
## 1560 AAPL 2016-03-15 25.990000 26.145000 26.067500 160270800
## 1561 AAPL 2016-03-16 26.152500 26.492500 26.322500 153214000
## 1562 AAPL 2016-03-17 26.379999 26.450001 26.415000 137682800
## 1563 AAPL 2016-03-18 26.584999 26.480000 26.532499 176820800
## 1564 AAPL 2016-03-21 26.482500 26.477501 26.480000 142010800
## 1565 AAPL 2016-03-22 26.312500 26.680000 26.496250 129777600
## 1566 AAPL 2016-03-23 26.620001 26.532499 26.576250 102814000
## 1567 AAPL 2016-03-24 26.367500 26.417500 26.392500 104532000
## 1568 AAPL 2016-03-28 26.500000 26.297501 26.398750 77645600
## 1569 AAPL 2016-03-29 26.222500 26.920000 26.571250 124760400
## 1570 AAPL 2016-03-30 27.162500 27.389999 27.276250 182404400
## 1571 AAPL 2016-03-31 27.430000 27.247499 27.338750 103553600
## 1572 AAPL 2016-04-01 27.195000 27.497499 27.346250 103496000
## 1573 AAPL 2016-04-04 27.605000 27.780001 27.692500 149424800
## 1574 AAPL 2016-04-05 27.377501 27.452499 27.415000 106314800
## 1575 AAPL 2016-04-06 27.557501 27.740000 27.648750 105616400
## 1576 AAPL 2016-04-07 27.487499 27.135000 27.311250 127207600
## 1577 AAPL 2016-04-08 27.227501 27.165001 27.196251 94326800
## 1578 AAPL 2016-04-11 27.242500 27.254999 27.248750 117630000
## 1579 AAPL 2016-04-12 27.334999 27.610001 27.472500 108929200
## 1580 AAPL 2016-04-13 27.700001 28.010000 27.855000 133029200
## 1581 AAPL 2016-04-14 27.905001 28.025000 27.965000 101895600
## 1582 AAPL 2016-04-15 28.027500 27.462500 27.745000 187756000
## 1583 AAPL 2016-04-18 27.222500 26.870001 27.046250 243286000
## 1584 AAPL 2016-04-19 26.969999 26.727501 26.848750 129539600
## 1585 AAPL 2016-04-20 26.660000 26.782499 26.721250 122444000
## 1586 AAPL 2016-04-21 26.732500 26.492500 26.612500 126210000
## 1587 AAPL 2016-04-22 26.252501 26.420000 26.336250 134732400
## 1588 AAPL 2016-04-25 26.250000 26.270000 26.260000 112126400
## 1589 AAPL 2016-04-26 25.977501 26.087500 26.032500 224064800
## 1590 AAPL 2016-04-27 24.000000 24.455000 24.227500 458408400
## 1591 AAPL 2016-04-28 24.402500 23.707500 24.055000 328970800
## 1592 AAPL 2016-04-29 23.497499 23.434999 23.466249 274126000
## 1593 AAPL 2016-05-02 23.492500 23.410000 23.451250 192640400
## 1594 AAPL 2016-05-03 23.549999 23.795000 23.672500 227325200
## 1595 AAPL 2016-05-04 23.799999 23.547501 23.673750 164102000
## 1596 AAPL 2016-05-05 23.500000 23.309999 23.405000 143562000
## 1597 AAPL 2016-05-06 23.342501 23.180000 23.261250 174799600
## 1598 AAPL 2016-05-09 23.250000 23.197500 23.223750 131745600
## 1599 AAPL 2016-05-10 23.332500 23.355000 23.343750 134747200
## 1600 AAPL 2016-05-11 23.370001 23.127501 23.248751 114876400
## 1601 AAPL 2016-05-12 23.180000 22.584999 22.882500 305258800
## 1602 AAPL 2016-05-13 22.500000 22.629999 22.565000 177571200
## 1603 AAPL 2016-05-16 23.097500 23.469999 23.283750 245039200
## 1604 AAPL 2016-05-17 23.637501 23.372499 23.505000 187667600
## 1605 AAPL 2016-05-18 23.540001 23.639999 23.590000 168249600
## 1606 AAPL 2016-05-19 23.660000 23.549999 23.605000 121768400
## 1607 AAPL 2016-05-20 23.660000 23.805000 23.732500 128104000
## 1608 AAPL 2016-05-23 23.967501 24.107500 24.037500 152074400
## 1609 AAPL 2016-05-24 24.305000 24.475000 24.390000 140560800
## 1610 AAPL 2016-05-25 24.667500 24.905001 24.786250 152675200
## 1611 AAPL 2016-05-26 24.920000 25.102501 25.011250 225324800
## 1612 AAPL 2016-05-27 24.860001 25.087500 24.973750 145364800
## 1613 AAPL 2016-05-31 24.900000 24.965000 24.932500 169228800
## 1614 AAPL 2016-06-01 24.754999 24.615000 24.684999 116693200
## 1615 AAPL 2016-06-02 24.400000 24.430000 24.415000 160766400
## 1616 AAPL 2016-06-03 24.447500 24.480000 24.463750 114019600
## 1617 AAPL 2016-06-06 24.497499 24.657499 24.577499 93170000
## 1618 AAPL 2016-06-07 24.812500 24.757500 24.785000 89638000
## 1619 AAPL 2016-06-08 24.754999 24.735001 24.745000 83392400
## 1620 AAPL 2016-06-09 24.625000 24.912500 24.768750 106405600
## 1621 AAPL 2016-06-10 24.632500 24.707500 24.670000 126851600
## 1622 AAPL 2016-06-13 24.672501 24.334999 24.503750 152082000
## 1623 AAPL 2016-06-14 24.330000 24.365000 24.347500 127727600
## 1624 AAPL 2016-06-15 24.455000 24.285000 24.370000 117780800
## 1625 AAPL 2016-06-16 24.112499 24.387501 24.250000 125307200
## 1626 AAPL 2016-06-17 24.155001 23.832500 23.993751 244032800
## 1627 AAPL 2016-06-20 24.000000 23.775000 23.887500 137647600
## 1628 AAPL 2016-06-21 23.735001 23.977501 23.856251 142185600
## 1629 AAPL 2016-06-22 24.062500 23.887501 23.975000 116876400
## 1630 AAPL 2016-06-23 23.985001 24.025000 24.005000 128960800
## 1631 AAPL 2016-06-24 23.227501 23.350000 23.288751 301245600
## 1632 AAPL 2016-06-27 23.250000 23.010000 23.130000 181958400
## 1633 AAPL 2016-06-28 23.225000 23.397499 23.311250 161779600
## 1634 AAPL 2016-06-29 23.492500 23.600000 23.546250 146124000
## 1635 AAPL 2016-06-30 23.610001 23.900000 23.755000 143345600
## 1636 AAPL 2016-07-01 23.872499 23.972500 23.922500 104106000
## 1637 AAPL 2016-07-05 23.847500 23.747499 23.797500 110820800
## 1638 AAPL 2016-07-06 23.650000 23.882500 23.766250 123796400
## 1639 AAPL 2016-07-07 23.924999 23.985001 23.955000 100558400
## 1640 AAPL 2016-07-08 24.122499 24.170000 24.146250 115648400
## 1641 AAPL 2016-07-11 24.187500 24.245001 24.216250 95179600
## 1642 AAPL 2016-07-12 24.292500 24.355000 24.323750 96670000
## 1643 AAPL 2016-07-13 24.352501 24.217501 24.285001 103568800
## 1644 AAPL 2016-07-14 24.347500 24.697500 24.522500 155676000
## 1645 AAPL 2016-07-15 24.730000 24.695000 24.712500 120548000
## 1646 AAPL 2016-07-18 24.674999 24.957500 24.816250 145975600
## 1647 AAPL 2016-07-19 24.889999 24.967501 24.928750 95119600
## 1648 AAPL 2016-07-20 25.000000 24.990000 24.995000 105104000
## 1649 AAPL 2016-07-21 24.957500 24.857500 24.907500 130808000
## 1650 AAPL 2016-07-22 24.815001 24.665001 24.740001 113254800
## 1651 AAPL 2016-07-25 24.562500 24.334999 24.448750 161531600
## 1652 AAPL 2016-07-26 24.205000 24.167500 24.186250 224959200
## 1653 AAPL 2016-07-27 26.067499 25.737499 25.902499 369379200
## 1654 AAPL 2016-07-28 25.707500 26.084999 25.896250 159479200
## 1655 AAPL 2016-07-29 26.047501 26.052500 26.050000 110934800
## 1656 AAPL 2016-08-01 26.102501 26.512501 26.307501 152671600
## 1657 AAPL 2016-08-02 26.512501 26.120001 26.316251 135266400
## 1658 AAPL 2016-08-03 26.202499 26.447500 26.325000 120810400
## 1659 AAPL 2016-08-04 26.395000 26.467501 26.431251 109634800
## 1660 AAPL 2016-08-05 26.567499 26.870001 26.718750 162213600
## 1661 AAPL 2016-08-08 26.879999 27.092501 26.986250 112148800
## 1662 AAPL 2016-08-09 27.057501 27.202499 27.130000 105260800
## 1663 AAPL 2016-08-10 27.177500 27.000000 27.088750 96034000
## 1664 AAPL 2016-08-11 27.129999 26.982500 27.056250 109938000
## 1665 AAPL 2016-08-12 26.945000 27.045000 26.995000 74641600
## 1666 AAPL 2016-08-15 27.035000 27.370001 27.202500 103472800
## 1667 AAPL 2016-08-16 27.407499 27.344999 27.376249 135177600
## 1668 AAPL 2016-08-17 27.275000 27.305000 27.290000 101424000
## 1669 AAPL 2016-08-18 27.307501 27.270000 27.288751 87938800
## 1670 AAPL 2016-08-19 27.192499 27.340000 27.266250 101472400
## 1671 AAPL 2016-08-22 27.215000 27.127501 27.171250 103280800
## 1672 AAPL 2016-08-23 27.147499 27.212500 27.179999 85030800
## 1673 AAPL 2016-08-24 27.142500 27.007500 27.075000 94700400
## 1674 AAPL 2016-08-25 26.847500 26.892500 26.870000 100344800
## 1675 AAPL 2016-08-26 26.852501 26.735001 26.793751 111065200
## 1676 AAPL 2016-08-29 26.655001 26.705000 26.680000 99881200
## 1677 AAPL 2016-08-30 26.450001 26.500000 26.475000 99455600
## 1678 AAPL 2016-08-31 26.415001 26.525000 26.470000 118649600
## 1679 AAPL 2016-09-01 26.535000 26.682501 26.608750 106806000
## 1680 AAPL 2016-09-02 26.924999 26.932501 26.928750 107210000
## 1681 AAPL 2016-09-06 26.975000 26.924999 26.950000 107521600
## 1682 AAPL 2016-09-07 26.957500 27.090000 27.023750 169457200
## 1683 AAPL 2016-09-08 26.812500 26.379999 26.596250 212008000
## 1684 AAPL 2016-09-09 26.160000 25.782499 25.971250 186228000
## 1685 AAPL 2016-09-12 25.662500 26.360001 26.011250 181171200
## 1686 AAPL 2016-09-13 26.877501 26.987499 26.932500 248704800
## 1687 AAPL 2016-09-14 27.182501 27.942499 27.562500 443554800
## 1688 AAPL 2016-09-15 28.465000 28.892500 28.678750 359934400
## 1689 AAPL 2016-09-16 28.780001 28.730000 28.755000 319547600
## 1690 AAPL 2016-09-19 28.797501 28.395000 28.596251 188092000
## 1691 AAPL 2016-09-20 28.262501 28.392500 28.327500 138057200
## 1692 AAPL 2016-09-21 28.462500 28.387501 28.425000 144012800
## 1693 AAPL 2016-09-22 28.587500 28.655001 28.621250 124296000
## 1694 AAPL 2016-09-23 28.605000 28.177500 28.391250 209924800
## 1695 AAPL 2016-09-26 27.910000 28.219999 28.065000 119477600
## 1696 AAPL 2016-09-27 28.250000 28.272499 28.261250 98429600
## 1697 AAPL 2016-09-28 28.422501 28.487499 28.455000 118564400
## 1698 AAPL 2016-09-29 28.290001 28.045000 28.167500 143548000
## 1699 AAPL 2016-09-30 28.115000 28.262501 28.188750 145516400
## 1700 AAPL 2016-10-03 28.177500 28.129999 28.153749 86807200
## 1701 AAPL 2016-10-04 28.264999 28.250000 28.257500 118947200
## 1702 AAPL 2016-10-05 28.350000 28.262501 28.306251 85812400
## 1703 AAPL 2016-10-06 28.424999 28.472500 28.448750 115117200
## 1704 AAPL 2016-10-07 28.577499 28.514999 28.546249 97433600
## 1705 AAPL 2016-10-10 28.754999 29.012501 28.883750 144944000
## 1706 AAPL 2016-10-11 29.424999 29.075001 29.250000 256164000
## 1707 AAPL 2016-10-12 29.337500 29.334999 29.336249 150347200
## 1708 AAPL 2016-10-13 29.197500 29.245001 29.221251 140769600
## 1709 AAPL 2016-10-14 29.469999 29.407499 29.438749 142608800
## 1710 AAPL 2016-10-17 29.332500 29.387501 29.360001 94499600
## 1711 AAPL 2016-10-18 29.545000 29.367500 29.456250 98214000
## 1712 AAPL 2016-10-19 29.312500 29.280001 29.296250 80138400
## 1713 AAPL 2016-10-20 29.215000 29.264999 29.240000 96503200
## 1714 AAPL 2016-10-21 29.202499 29.150000 29.176250 92770800
## 1715 AAPL 2016-10-24 29.275000 29.412500 29.343750 94154800
## 1716 AAPL 2016-10-25 29.487499 29.562500 29.525000 192516000
## 1717 AAPL 2016-10-26 28.577499 28.897499 28.737499 264536800
## 1718 AAPL 2016-10-27 28.847500 28.620001 28.733750 138248000
## 1719 AAPL 2016-10-28 28.467501 28.430000 28.448750 151446800
## 1720 AAPL 2016-10-31 28.412500 28.385000 28.398750 105677600
## 1721 AAPL 2016-11-01 28.365000 27.872499 28.118750 175303200
## 1722 AAPL 2016-11-02 27.850000 27.897499 27.873750 113326800
## 1723 AAPL 2016-11-03 27.745001 27.457500 27.601251 107730400
## 1724 AAPL 2016-11-04 27.132500 27.209999 27.171249 123348000
## 1725 AAPL 2016-11-07 27.520000 27.602501 27.561251 130240000
## 1726 AAPL 2016-11-08 27.577499 27.764999 27.671249 97016800
## 1727 AAPL 2016-11-09 27.469999 27.719999 27.594999 236705600
## 1728 AAPL 2016-11-10 27.772499 26.947500 27.360000 228538000
## 1729 AAPL 2016-11-11 26.780001 27.107500 26.943750 136575600
## 1730 AAPL 2016-11-14 26.927500 26.427500 26.677500 204702000
## 1731 AAPL 2016-11-15 26.642500 26.777500 26.710000 129058000
## 1732 AAPL 2016-11-16 26.674999 27.497499 27.086249 235362000
## 1733 AAPL 2016-11-17 27.452499 27.487499 27.469999 110528000
## 1734 AAPL 2016-11-18 27.430000 27.514999 27.472500 113715600
## 1735 AAPL 2016-11-21 27.530001 27.932501 27.731251 117058400
## 1736 AAPL 2016-11-22 27.987499 27.950001 27.968750 103862000
## 1737 AAPL 2016-11-23 27.840000 27.807501 27.823750 109705600
## 1738 AAPL 2016-11-25 27.782499 27.947500 27.865000 45903600
## 1739 AAPL 2016-11-28 27.857500 27.892500 27.875000 108776000
## 1740 AAPL 2016-11-29 27.695000 27.865000 27.780000 114115200
## 1741 AAPL 2016-11-30 27.900000 27.629999 27.764999 144649200
## 1742 AAPL 2016-12-01 27.592501 27.372499 27.482500 148347600
## 1743 AAPL 2016-12-02 27.292500 27.475000 27.383750 106112000
## 1744 AAPL 2016-12-05 27.500000 27.277500 27.388750 137298000
## 1745 AAPL 2016-12-06 27.375000 27.487499 27.431250 104782000
## 1746 AAPL 2016-12-07 27.315001 27.757500 27.536250 119994800
## 1747 AAPL 2016-12-08 27.715000 28.030001 27.872500 108273200
## 1748 AAPL 2016-12-09 28.077499 28.487499 28.282499 137610400
## 1749 AAPL 2016-12-12 28.322500 28.325001 28.323750 105497600
## 1750 AAPL 2016-12-13 28.459999 28.797501 28.628750 174935200
## 1751 AAPL 2016-12-14 28.760000 28.797501 28.778750 136127200
## 1752 AAPL 2016-12-15 28.844999 28.955000 28.900000 186098000
## 1753 AAPL 2016-12-16 29.117500 28.992500 29.055000 177404400
## 1754 AAPL 2016-12-19 28.950001 29.160000 29.055000 111117600
## 1755 AAPL 2016-12-20 29.184999 29.237499 29.211249 85700000
## 1756 AAPL 2016-12-21 29.200001 29.264999 29.232500 95132800
## 1757 AAPL 2016-12-22 29.087500 29.072500 29.080000 104343600
## 1758 AAPL 2016-12-23 28.897499 29.129999 29.013749 56998000
## 1759 AAPL 2016-12-27 29.129999 29.315001 29.222500 73187600
## 1760 AAPL 2016-12-28 29.379999 29.190001 29.285000 83623600
## 1761 AAPL 2016-12-29 29.112499 29.182501 29.147500 60158000
## 1762 AAPL 2016-12-30 29.162500 28.955000 29.058750 122345200
## 1763 AAPL 2017-01-03 28.950001 29.037500 28.993751 115127600
## 1764 AAPL 2017-01-04 28.962500 29.004999 28.983749 84472400
## 1765 AAPL 2017-01-05 28.980000 29.152500 29.066250 88774400
## 1766 AAPL 2017-01-06 29.195000 29.477501 29.336250 127007600
## 1767 AAPL 2017-01-09 29.487499 29.747499 29.617499 134247600
## 1768 AAPL 2017-01-10 29.692499 29.777500 29.735000 97848400
## 1769 AAPL 2017-01-11 29.684999 29.937500 29.811250 110354400
## 1770 AAPL 2017-01-12 29.725000 29.812500 29.768750 108344800
## 1771 AAPL 2017-01-13 29.777500 29.760000 29.768750 104447600
## 1772 AAPL 2017-01-17 29.584999 30.000000 29.792500 137759200
## 1773 AAPL 2017-01-18 30.000000 29.997499 29.998750 94852000
## 1774 AAPL 2017-01-19 29.850000 29.945000 29.897500 102389200
## 1775 AAPL 2017-01-20 30.112499 30.000000 30.056250 130391600
## 1776 AAPL 2017-01-23 30.000000 30.020000 30.010000 88200800
## 1777 AAPL 2017-01-24 29.887501 29.992500 29.940001 92844000
## 1778 AAPL 2017-01-25 30.105000 30.469999 30.287499 129510400
## 1779 AAPL 2017-01-26 30.417500 30.485001 30.451250 105350400
## 1780 AAPL 2017-01-27 30.535000 30.487499 30.511250 82251600
## 1781 AAPL 2017-01-30 30.232500 30.407499 30.320000 121510000
## 1782 AAPL 2017-01-31 30.287500 30.337500 30.312500 196804000
## 1783 AAPL 2017-02-01 31.757500 32.187500 31.972500 447940000
## 1784 AAPL 2017-02-02 31.995001 32.132500 32.063750 134841600
## 1785 AAPL 2017-02-03 32.077499 32.270000 32.173750 98029200
## 1786 AAPL 2017-02-06 32.282501 32.572498 32.427500 107383600
## 1787 AAPL 2017-02-07 32.634998 32.882500 32.758749 152735200
## 1788 AAPL 2017-02-08 32.837502 33.009998 32.923750 92016400
## 1789 AAPL 2017-02-09 32.912498 33.105000 33.008749 113399600
## 1790 AAPL 2017-02-10 33.115002 33.029999 33.072500 80262000
## 1791 AAPL 2017-02-13 33.270000 33.322498 33.296249 92141600
## 1792 AAPL 2017-02-14 33.367500 33.755001 33.561251 132904800
## 1793 AAPL 2017-02-15 33.880001 33.877499 33.878750 142492400
## 1794 AAPL 2017-02-16 33.917500 33.837502 33.877501 90338400
## 1795 AAPL 2017-02-17 33.775002 33.930000 33.852501 88792800
## 1796 AAPL 2017-02-21 34.057499 34.174999 34.116249 98028800
## 1797 AAPL 2017-02-22 34.107498 34.277500 34.192499 83347600
## 1798 AAPL 2017-02-23 34.345001 34.132500 34.238750 83152800
## 1799 AAPL 2017-02-24 33.977501 34.165001 34.071251 87106400
## 1800 AAPL 2017-02-27 34.285000 34.232498 34.258749 81029600
## 1801 AAPL 2017-02-28 34.270000 34.247501 34.258751 93931600
## 1802 AAPL 2017-03-01 34.472500 34.947498 34.709999 145658400
## 1803 AAPL 2017-03-02 35.000000 34.740002 34.870001 104844000
## 1804 AAPL 2017-03-03 34.695000 34.945000 34.820000 84432400
## 1805 AAPL 2017-03-06 34.842499 34.834999 34.838749 87000000
## 1806 AAPL 2017-03-07 34.764999 34.880001 34.822500 69785200
## 1807 AAPL 2017-03-08 34.737499 34.750000 34.743750 74828800
## 1808 AAPL 2017-03-09 34.685001 34.669998 34.677500 88623600
## 1809 AAPL 2017-03-10 34.812500 34.785000 34.798750 78451200
## 1810 AAPL 2017-03-13 34.712502 34.799999 34.756250 69686800
## 1811 AAPL 2017-03-14 34.825001 34.747501 34.786251 61236400
## 1812 AAPL 2017-03-15 34.852501 35.115002 34.983751 102767200
## 1813 AAPL 2017-03-16 35.180000 35.172501 35.176250 76928000
## 1814 AAPL 2017-03-17 35.250000 34.997501 35.123751 175540000
## 1815 AAPL 2017-03-20 35.099998 35.365002 35.232500 86168000
## 1816 AAPL 2017-03-21 35.527500 34.959999 35.243750 158119600
## 1817 AAPL 2017-03-22 34.962502 35.355000 35.158751 103440800
## 1818 AAPL 2017-03-23 35.314999 35.230000 35.272499 81385200
## 1819 AAPL 2017-03-24 35.375000 35.160000 35.267500 89582400
## 1820 AAPL 2017-03-27 34.847500 35.220001 35.033751 94300400
## 1821 AAPL 2017-03-28 35.227501 35.950001 35.588751 133499200
## 1822 AAPL 2017-03-29 35.919998 36.029999 35.974998 116760000
## 1823 AAPL 2017-03-30 36.047501 35.982498 36.014999 84829200
## 1824 AAPL 2017-03-31 35.930000 35.915001 35.922501 78646800
## 1825 AAPL 2017-04-03 35.927502 35.924999 35.926250 79942800
## 1826 AAPL 2017-04-04 35.812500 36.192501 36.002501 79565600
## 1827 AAPL 2017-04-05 36.055000 36.005001 36.030001 110871600
## 1828 AAPL 2017-04-06 36.072498 35.915001 35.993750 84596000
## 1829 AAPL 2017-04-07 35.932499 35.834999 35.883749 66688800
## 1830 AAPL 2017-04-10 35.900002 35.792500 35.846251 75733600
## 1831 AAPL 2017-04-11 35.735001 35.407501 35.571251 121517600
## 1832 AAPL 2017-04-12 35.400002 35.450001 35.425001 81400000
## 1833 AAPL 2017-04-13 35.477501 35.262501 35.370001 71291600
## 1834 AAPL 2017-04-17 35.369999 35.457500 35.413750 66328400
## 1835 AAPL 2017-04-18 35.352501 35.299999 35.326250 58790000
## 1836 AAPL 2017-04-19 35.470001 35.169998 35.320000 69313600
## 1837 AAPL 2017-04-20 35.305000 35.610001 35.457500 93278400
## 1838 AAPL 2017-04-21 35.610001 35.567501 35.588751 69283600
## 1839 AAPL 2017-04-24 35.875000 35.910000 35.892500 68537200
## 1840 AAPL 2017-04-25 35.977501 36.132500 36.055000 75486000
## 1841 AAPL 2017-04-26 36.117500 35.919998 36.018749 80164800
## 1842 AAPL 2017-04-27 35.980000 35.947498 35.963749 56985200
## 1843 AAPL 2017-04-28 36.022499 35.912498 35.967499 83441600
## 1844 AAPL 2017-05-01 36.275002 36.645000 36.460001 134411600
## 1845 AAPL 2017-05-02 36.884998 36.877499 36.881248 181408800
## 1846 AAPL 2017-05-03 36.397499 36.764999 36.581249 182788000
## 1847 AAPL 2017-05-04 36.630001 36.632500 36.631250 93487600
## 1848 AAPL 2017-05-05 36.689999 37.240002 36.965000 109310800
## 1849 AAPL 2017-05-08 37.257500 38.252499 37.754999 195009600
## 1850 AAPL 2017-05-09 38.467499 38.497501 38.482500 156521600
## 1851 AAPL 2017-05-10 38.407501 38.314999 38.361250 103222800
## 1852 AAPL 2017-05-11 38.112499 38.487499 38.299999 109020400
## 1853 AAPL 2017-05-12 38.674999 39.025002 38.850000 130108000
## 1854 AAPL 2017-05-15 39.002499 38.924999 38.963749 104038800
## 1855 AAPL 2017-05-16 38.985001 38.867500 38.926250 80194000
## 1856 AAPL 2017-05-17 38.400002 37.562500 37.981251 203070800
## 1857 AAPL 2017-05-18 37.817501 38.134998 37.976250 134272800
## 1858 AAPL 2017-05-19 38.345001 38.264999 38.305000 107843200
## 1859 AAPL 2017-05-22 38.500000 38.497501 38.498751 91865600
## 1860 AAPL 2017-05-23 38.724998 38.450001 38.587500 79675600
## 1861 AAPL 2017-05-24 38.459999 38.334999 38.397499 76712000
## 1862 AAPL 2017-05-25 38.432499 38.467499 38.449999 76942400
## 1863 AAPL 2017-05-26 38.500000 38.402500 38.451250 87710400
## 1864 AAPL 2017-05-30 38.355000 38.417500 38.386250 80507600
## 1865 AAPL 2017-05-31 38.492500 38.189999 38.341249 97804800
## 1866 AAPL 2017-06-01 38.292500 38.294998 38.293749 65616400
## 1867 AAPL 2017-06-02 38.395000 38.862499 38.628750 111082800
## 1868 AAPL 2017-06-05 38.584999 38.482498 38.533749 101326800
## 1869 AAPL 2017-06-06 38.474998 38.612499 38.543749 106499600
## 1870 AAPL 2017-06-07 38.755001 38.842499 38.798750 84278400
## 1871 AAPL 2017-06-08 38.812500 38.747501 38.780001 85003200
## 1872 AAPL 2017-06-09 38.797501 37.244999 38.021250 259530800
## 1873 AAPL 2017-06-12 36.435001 36.355000 36.395000 289229200
## 1874 AAPL 2017-06-13 36.790001 36.647499 36.718750 136661600
## 1875 AAPL 2017-06-14 36.875000 36.290001 36.582500 126124800
## 1876 AAPL 2017-06-15 35.830002 36.072498 35.951250 128661600
## 1877 AAPL 2017-06-16 35.945000 35.567501 35.756250 201444400
## 1878 AAPL 2017-06-19 35.915001 36.584999 36.250000 130165600
## 1879 AAPL 2017-06-20 36.717499 36.252499 36.484999 99600400
## 1880 AAPL 2017-06-21 36.380001 36.467499 36.423750 85063200
## 1881 AAPL 2017-06-22 36.442501 36.407501 36.425001 76425200
## 1882 AAPL 2017-06-23 36.282501 36.570000 36.426250 141757600
## 1883 AAPL 2017-06-26 36.792500 36.455002 36.623751 102769600
## 1884 AAPL 2017-06-27 36.252499 35.932499 36.092499 99047600
## 1885 AAPL 2017-06-28 36.122501 36.457500 36.290001 88329600
## 1886 AAPL 2017-06-29 36.177502 35.919998 36.048750 125997600
## 1887 AAPL 2017-06-30 36.112499 36.005001 36.058750 92096400
## 1888 AAPL 2017-07-03 36.220001 35.875000 36.047501 57111200
## 1889 AAPL 2017-07-05 35.922501 36.022499 35.972500 86278400
## 1890 AAPL 2017-07-06 35.755001 35.682499 35.718750 96515200
## 1891 AAPL 2017-07-07 35.724998 36.044998 35.884998 76806800
## 1892 AAPL 2017-07-10 36.027500 36.264999 36.146250 84362400
## 1893 AAPL 2017-07-11 36.182499 36.382500 36.282499 79127200
## 1894 AAPL 2017-07-12 36.467499 36.435001 36.451250 99538000
## 1895 AAPL 2017-07-13 36.375000 36.942501 36.658751 100797600
## 1896 AAPL 2017-07-14 36.992500 37.259998 37.126249 80528400
## 1897 AAPL 2017-07-17 37.205002 37.389999 37.297501 95174000
## 1898 AAPL 2017-07-18 37.299999 37.520000 37.410000 71475200
## 1899 AAPL 2017-07-19 37.619999 37.755001 37.687500 83692000
## 1900 AAPL 2017-07-20 37.875000 37.584999 37.730000 68974800
## 1901 AAPL 2017-07-21 37.497501 37.567501 37.532501 105010400
## 1902 AAPL 2017-07-24 37.645000 38.022499 37.833750 85972800
## 1903 AAPL 2017-07-25 37.950001 38.185001 38.067501 75415600
## 1904 AAPL 2017-07-26 38.337502 38.365002 38.351252 63124000
## 1905 AAPL 2017-07-27 38.437500 37.639999 38.038750 129905200
## 1906 AAPL 2017-07-28 37.472500 37.375000 37.423750 68854800
## 1907 AAPL 2017-07-31 37.474998 37.182499 37.328749 79383600
## 1908 AAPL 2017-08-01 37.275002 37.512501 37.393751 141474400
## 1909 AAPL 2017-08-02 39.820000 39.285000 39.552500 279747200
## 1910 AAPL 2017-08-03 39.262501 38.892502 39.077501 108389200
## 1911 AAPL 2017-08-04 39.017502 39.097500 39.057501 82239600
## 1912 AAPL 2017-08-07 39.264999 39.702499 39.483749 87481200
## 1913 AAPL 2017-08-08 39.650002 40.020000 39.835001 144823600
## 1914 AAPL 2017-08-09 39.814999 40.264999 40.039999 104526000
## 1915 AAPL 2017-08-10 39.974998 38.830002 39.402500 163217200
## 1916 AAPL 2017-08-11 39.150002 39.369999 39.260000 105028400
## 1917 AAPL 2017-08-14 39.830002 39.962502 39.896252 88490800
## 1918 AAPL 2017-08-15 40.165001 40.400002 40.282501 117862000
## 1919 AAPL 2017-08-16 40.485001 40.237499 40.361250 110686400
## 1920 AAPL 2017-08-17 40.130001 39.465000 39.797501 111762400
## 1921 AAPL 2017-08-18 39.465000 39.375000 39.420000 109712400
## 1922 AAPL 2017-08-21 39.375000 39.302502 39.338751 105474000
## 1923 AAPL 2017-08-22 39.557499 39.945000 39.751249 86418400
## 1924 AAPL 2017-08-23 39.767502 39.994999 39.881250 77596400
## 1925 AAPL 2017-08-24 40.107498 39.817501 39.962500 79275600
## 1926 AAPL 2017-08-25 39.912498 39.965000 39.938749 101920400
## 1927 AAPL 2017-08-28 40.035000 40.367500 40.201250 103864000
## 1928 AAPL 2017-08-29 40.025002 40.727501 40.376251 118067600
## 1929 AAPL 2017-08-30 40.950001 40.837502 40.893751 109078400
## 1930 AAPL 2017-08-31 40.910000 41.000000 40.955000 107140400
## 1931 AAPL 2017-09-01 41.200001 41.012501 41.106251 66364400
## 1932 AAPL 2017-09-05 40.937500 40.520000 40.728750 117874000
## 1933 AAPL 2017-09-06 40.677502 40.477501 40.577501 86606800
## 1934 AAPL 2017-09-07 40.522499 40.314999 40.418749 87714000
## 1935 AAPL 2017-09-08 40.215000 39.657501 39.936251 114446000
## 1936 AAPL 2017-09-11 40.125000 40.375000 40.250000 126323200
## 1937 AAPL 2017-09-12 40.652500 40.215000 40.433750 286856000
## 1938 AAPL 2017-09-13 39.967499 39.912498 39.939999 179629600
## 1939 AAPL 2017-09-14 39.747501 39.570000 39.658751 95042800
## 1940 AAPL 2017-09-15 39.617500 39.970001 39.793751 196458400
## 1941 AAPL 2017-09-18 40.027500 39.667500 39.847500 113077600
## 1942 AAPL 2017-09-19 39.877499 39.682499 39.779999 83242400
## 1943 AAPL 2017-09-20 39.474998 39.017502 39.246250 211805600
## 1944 AAPL 2017-09-21 38.950001 38.347500 38.648750 150046800
## 1945 AAPL 2017-09-22 37.884998 37.972500 37.928749 186581600
## 1946 AAPL 2017-09-25 37.497501 37.637501 37.567501 177549200
## 1947 AAPL 2017-09-26 37.945000 38.285000 38.115000 146640000
## 1948 AAPL 2017-09-27 38.450001 38.557499 38.503750 102016800
## 1949 AAPL 2017-09-28 38.472500 38.320000 38.396250 88022000
## 1950 AAPL 2017-09-29 38.302502 38.529999 38.416250 105199200
## 1951 AAPL 2017-10-02 38.564999 38.452499 38.508749 74795200
## 1952 AAPL 2017-10-03 38.502499 38.619999 38.561249 64921200
## 1953 AAPL 2017-10-04 38.407501 38.369999 38.388750 80655200
## 1954 AAPL 2017-10-05 38.544998 38.847500 38.696249 85135200
## 1955 AAPL 2017-10-06 38.742500 38.825001 38.783751 69630400
## 1956 AAPL 2017-10-09 38.952499 38.959999 38.956249 65051600
## 1957 AAPL 2017-10-10 39.014999 38.974998 38.994999 62468000
## 1958 AAPL 2017-10-11 38.992500 39.137501 39.065001 67622400
## 1959 AAPL 2017-10-12 39.087502 39.000000 39.043751 64500400
## 1960 AAPL 2017-10-13 39.182499 39.247501 39.215000 65576800
## 1961 AAPL 2017-10-16 39.474998 39.970001 39.722500 96486000
## 1962 AAPL 2017-10-17 39.945000 40.117500 40.031250 75989200
## 1963 AAPL 2017-10-18 40.105000 39.939999 40.022499 65496800
## 1964 AAPL 2017-10-19 39.187500 38.994999 39.091249 170336800
## 1965 AAPL 2017-10-20 39.152500 39.062500 39.107500 95896400
## 1966 AAPL 2017-10-23 39.222500 39.042500 39.132500 87937200
## 1967 AAPL 2017-10-24 39.072498 39.275002 39.173750 71028800
## 1968 AAPL 2017-10-25 39.227501 39.102501 39.165001 84828400
## 1969 AAPL 2017-10-26 39.307499 39.352501 39.330000 68002000
## 1970 AAPL 2017-10-27 39.822498 40.762501 40.292500 177816800
## 1971 AAPL 2017-10-30 40.972500 41.680000 41.326250 178803200
## 1972 AAPL 2017-10-31 41.974998 42.259998 42.117498 144187200
## 1973 AAPL 2017-11-01 42.467499 41.722500 42.094999 134551200
## 1974 AAPL 2017-11-02 41.650002 42.027500 41.838751 165573600
## 1975 AAPL 2017-11-03 43.500000 43.125000 43.312500 237594400
## 1976 AAPL 2017-11-06 43.092499 43.562500 43.327499 140105200
## 1977 AAPL 2017-11-07 43.477501 43.702499 43.590000 97446000
## 1978 AAPL 2017-11-08 43.665001 44.060001 43.862501 97638000
## 1979 AAPL 2017-11-09 43.777500 43.970001 43.873751 117930400
## 1980 AAPL 2017-11-10 43.777500 43.667500 43.722500 100582000
## 1981 AAPL 2017-11-13 43.375000 43.492500 43.433750 67928400
## 1982 AAPL 2017-11-14 43.259998 42.834999 43.047499 99130000
## 1983 AAPL 2017-11-15 42.492500 42.270000 42.381250 116632400
## 1984 AAPL 2017-11-16 42.794998 42.775002 42.785000 94550000
## 1985 AAPL 2017-11-17 42.759998 42.537498 42.648748 87598000
## 1986 AAPL 2017-11-20 42.572498 42.494999 42.533749 65049600
## 1987 AAPL 2017-11-21 42.695000 43.285000 42.990000 100525200
## 1988 AAPL 2017-11-22 43.340000 43.740002 43.540001 102355600
## 1989 AAPL 2017-11-24 43.775002 43.742500 43.758751 56106800
## 1990 AAPL 2017-11-27 43.762501 43.522499 43.642500 82867200
## 1991 AAPL 2017-11-28 43.575001 43.267502 43.421251 105715200
## 1992 AAPL 2017-11-29 43.157501 42.369999 42.763750 166665600
## 1993 AAPL 2017-11-30 42.607498 42.962502 42.785000 166108800
## 1994 AAPL 2017-12-01 42.487499 42.762501 42.625000 159037200
## 1995 AAPL 2017-12-04 43.119999 42.450001 42.785000 130169600
## 1996 AAPL 2017-12-05 42.264999 42.410000 42.337500 109400800
## 1997 AAPL 2017-12-06 41.875000 42.252499 42.063749 114240000
## 1998 AAPL 2017-12-07 42.257500 42.330002 42.293751 102693200
## 1999 AAPL 2017-12-08 42.622501 42.342499 42.482500 93420800
## 2000 AAPL 2017-12-11 42.299999 43.167500 42.733749 141095200
## 2001 AAPL 2017-12-12 43.037498 42.924999 42.981249 77636800
## 2002 AAPL 2017-12-13 43.125000 43.067501 43.096251 95273600
## 2003 AAPL 2017-12-14 43.099998 43.055000 43.077499 81906000
## 2004 AAPL 2017-12-15 43.407501 43.492500 43.450001 160677200
## 2005 AAPL 2017-12-18 43.720001 44.105000 43.912500 117684400
## 2006 AAPL 2017-12-19 43.757500 43.634998 43.696249 109745600
## 2007 AAPL 2017-12-20 43.717499 43.587502 43.652500 93902400
## 2008 AAPL 2017-12-21 43.542500 43.752499 43.647499 83799600
## 2009 AAPL 2017-12-22 43.669998 43.752499 43.711248 65397600
## 2010 AAPL 2017-12-26 42.700001 42.642502 42.671251 132742000
## 2011 AAPL 2017-12-27 42.525002 42.650002 42.587502 85992800
## 2012 AAPL 2017-12-28 42.750000 42.770000 42.760000 65920800
## 2013 AAPL 2017-12-29 42.630001 42.307499 42.468750 103999600
## 2014 AAPL 2018-01-02 42.540001 43.064999 42.802500 102223600
## 2015 AAPL 2018-01-03 43.132500 43.057499 43.094999 118071600
## 2016 AAPL 2018-01-04 43.134998 43.257500 43.196249 89738400
## 2017 AAPL 2018-01-05 43.360001 43.750000 43.555000 94640000
## 2018 AAPL 2018-01-08 43.587502 43.587502 43.587502 82271200
## 2019 AAPL 2018-01-09 43.637501 43.582500 43.610001 86336000
## 2020 AAPL 2018-01-10 43.290001 43.572498 43.431250 95839600
## 2021 AAPL 2018-01-11 43.647499 43.820000 43.733749 74670800
## 2022 AAPL 2018-01-12 44.044998 44.272499 44.158749 101672400
## 2023 AAPL 2018-01-16 44.474998 44.047501 44.261250 118263600
## 2024 AAPL 2018-01-17 44.037498 44.775002 44.406250 137547200
## 2025 AAPL 2018-01-18 44.842499 44.814999 44.828749 124773600
## 2026 AAPL 2018-01-19 44.652500 44.615002 44.633751 129700400
## 2027 AAPL 2018-01-22 44.325001 44.250000 44.287500 108434400
## 2028 AAPL 2018-01-23 44.325001 44.259998 44.292500 130756400
## 2029 AAPL 2018-01-24 44.312500 43.555000 43.933750 204420400
## 2030 AAPL 2018-01-25 43.627499 42.777500 43.202499 166116000
## 2031 AAPL 2018-01-26 43.000000 42.877499 42.938749 156572000
## 2032 AAPL 2018-01-29 42.540001 41.990002 42.265001 202561600
## 2033 AAPL 2018-01-30 41.382500 41.742500 41.562500 184192800
## 2034 AAPL 2018-01-31 41.717499 41.857498 41.787498 129915600
## 2035 AAPL 2018-02-01 41.792500 41.945000 41.868750 188923200
## 2036 AAPL 2018-02-02 41.500000 40.125000 40.812500 346375200
## 2037 AAPL 2018-02-05 39.775002 39.122501 39.448751 290954000
## 2038 AAPL 2018-02-06 38.707500 40.757500 39.732500 272975200
## 2039 AAPL 2018-02-07 40.772499 39.884998 40.328749 206434400
## 2040 AAPL 2018-02-08 40.072498 38.787498 39.429998 217562000
## 2041 AAPL 2018-02-09 39.267502 39.102501 39.185001 282690400
## 2042 AAPL 2018-02-12 39.625000 40.677502 40.151251 243278000
## 2043 AAPL 2018-02-13 40.487499 41.084999 40.786249 130196800
## 2044 AAPL 2018-02-14 40.759998 41.842499 41.301249 162579600
## 2045 AAPL 2018-02-15 42.447498 43.247501 42.847500 204588800
## 2046 AAPL 2018-02-16 43.090000 43.107498 43.098749 160704400
## 2047 AAPL 2018-02-20 43.012501 42.962502 42.987501 135722000
## 2048 AAPL 2018-02-21 43.207500 42.767502 42.987501 149886400
## 2049 AAPL 2018-02-22 42.950001 43.125000 43.037500 123967600
## 2050 AAPL 2018-02-23 43.417500 43.875000 43.646250 135249600
## 2051 AAPL 2018-02-26 44.087502 44.742500 44.415001 152648800
## 2052 AAPL 2018-02-27 44.775002 44.597500 44.686251 155712400
## 2053 AAPL 2018-02-28 44.814999 44.529999 44.672499 151128400
## 2054 AAPL 2018-03-01 44.634998 43.750000 44.192499 195208000
## 2055 AAPL 2018-03-02 43.200001 44.052502 43.626251 153816000
## 2056 AAPL 2018-03-05 43.802502 44.205002 44.003752 113605600
## 2057 AAPL 2018-03-06 44.477501 44.167500 44.322500 95154000
## 2058 AAPL 2018-03-07 43.735001 43.757500 43.746250 126814000
## 2059 AAPL 2018-03-08 43.869999 44.235001 44.052500 95096400
## 2060 AAPL 2018-03-09 44.490002 44.994999 44.742500 128740800
## 2061 AAPL 2018-03-12 45.072498 45.430000 45.251249 128828400
## 2062 AAPL 2018-03-13 45.647499 44.992500 45.320000 126774000
## 2063 AAPL 2018-03-14 45.080002 44.610001 44.845001 117473600
## 2064 AAPL 2018-03-15 44.625000 44.662498 44.643749 90975200
## 2065 AAPL 2018-03-16 44.662498 44.505001 44.583750 157618800
## 2066 AAPL 2018-03-19 44.330002 43.825001 44.077501 133787200
## 2067 AAPL 2018-03-20 43.810001 43.810001 43.810001 78597600
## 2068 AAPL 2018-03-21 43.759998 42.817501 43.288750 148219600
## 2069 AAPL 2018-03-22 42.500000 42.212502 42.356251 165963200
## 2070 AAPL 2018-03-23 42.097500 41.235001 41.666250 164115200
## 2071 AAPL 2018-03-26 42.017502 43.192501 42.605001 150164800
## 2072 AAPL 2018-03-27 43.419998 42.084999 42.752499 163690400
## 2073 AAPL 2018-03-28 41.812500 41.619999 41.716249 166674000
## 2074 AAPL 2018-03-29 41.952499 41.945000 41.948750 153594000
## 2075 AAPL 2018-04-02 41.660000 41.669998 41.664999 150347200
## 2076 AAPL 2018-04-03 41.910000 42.097500 42.003750 121112000
## 2077 AAPL 2018-04-04 41.220001 42.902500 42.061251 138422000
## 2078 AAPL 2018-04-05 43.145000 43.200001 43.172501 107732800
## 2079 AAPL 2018-04-06 42.742500 42.095001 42.418751 140021200
## 2080 AAPL 2018-04-09 42.470001 42.512501 42.491251 116070800
## 2081 AAPL 2018-04-10 43.250000 43.312500 43.281250 113634400
## 2082 AAPL 2018-04-11 43.057499 43.110001 43.083750 89726400
## 2083 AAPL 2018-04-12 43.352501 43.535000 43.443750 91557200
## 2084 AAPL 2018-04-13 43.695000 43.682499 43.688749 100497200
## 2085 AAPL 2018-04-16 43.757500 43.955002 43.856251 86313600
## 2086 AAPL 2018-04-17 44.122501 44.560001 44.341251 106421600
## 2087 AAPL 2018-04-18 44.452499 44.459999 44.456249 83018000
## 2088 AAPL 2018-04-19 43.439999 43.200001 43.320000 139235200
## 2089 AAPL 2018-04-20 42.650002 41.430000 42.040001 261964400
## 2090 AAPL 2018-04-23 41.707500 41.310001 41.508751 146062000
## 2091 AAPL 2018-04-24 41.417500 40.735001 41.076250 134768000
## 2092 AAPL 2018-04-25 40.654999 40.912498 40.783749 113528400
## 2093 AAPL 2018-04-26 41.029999 41.055000 41.042500 111852000
## 2094 AAPL 2018-04-27 41.000000 40.580002 40.790001 142623200
## 2095 AAPL 2018-04-30 40.532501 41.314999 40.923750 169709600
## 2096 AAPL 2018-05-01 41.602501 42.275002 41.938751 214277600
## 2097 AAPL 2018-05-02 43.807499 44.142502 43.975000 266157600
## 2098 AAPL 2018-05-03 43.970001 44.222500 44.096251 136272800
## 2099 AAPL 2018-05-04 44.562500 45.957500 45.260000 224805200
## 2100 AAPL 2018-05-07 46.294998 46.290001 46.292500 169805600
## 2101 AAPL 2018-05-08 46.247501 46.512501 46.380001 113611200
## 2102 AAPL 2018-05-09 46.637501 46.840000 46.738750 92844800
## 2103 AAPL 2018-05-10 46.935001 47.509998 47.222500 111957200
## 2104 AAPL 2018-05-11 47.372501 47.147499 47.260000 104848800
## 2105 AAPL 2018-05-14 47.252499 47.037498 47.144999 83115200
## 2106 AAPL 2018-05-15 46.695000 46.610001 46.652500 94780800
## 2107 AAPL 2018-05-16 46.517502 47.044998 46.781250 76732400
## 2108 AAPL 2018-05-17 47.000000 46.747501 46.873751 69176000
## 2109 AAPL 2018-05-18 46.797501 46.577499 46.687500 73190800
## 2110 AAPL 2018-05-21 47.000000 46.907501 46.953751 73603200
## 2111 AAPL 2018-05-22 47.095001 46.790001 46.942501 60962800
## 2112 AAPL 2018-05-23 46.587502 47.090000 46.838751 80233600
## 2113 AAPL 2018-05-24 47.192501 47.037498 47.115000 92936000
## 2114 AAPL 2018-05-25 47.057499 47.145000 47.101250 69844000
## 2115 AAPL 2018-05-29 46.900002 46.974998 46.937500 90056400
## 2116 AAPL 2018-05-30 46.930000 46.875000 46.902500 74762000
## 2117 AAPL 2018-05-31 46.805000 46.717499 46.761250 109931200
## 2118 AAPL 2018-06-01 46.997501 47.560001 47.278751 93770000
## 2119 AAPL 2018-06-04 47.910000 47.957500 47.933750 105064800
## 2120 AAPL 2018-06-05 48.267502 48.327499 48.297501 86264000
## 2121 AAPL 2018-06-06 48.407501 48.494999 48.451250 83734400
## 2122 AAPL 2018-06-07 48.535000 48.365002 48.450001 85388800
## 2123 AAPL 2018-06-08 47.792500 47.924999 47.858749 106627200
## 2124 AAPL 2018-06-11 47.837502 47.807499 47.822500 73234000
## 2125 AAPL 2018-06-12 47.847500 48.070000 47.958750 67644400
## 2126 AAPL 2018-06-13 48.105000 47.674999 47.889999 86553600
## 2127 AAPL 2018-06-14 47.887501 47.700001 47.793751 86440400
## 2128 AAPL 2018-06-15 47.507500 47.209999 47.358749 246876800
## 2129 AAPL 2018-06-18 46.970001 47.185001 47.077501 73939600
## 2130 AAPL 2018-06-19 46.285000 46.422501 46.353750 134314000
## 2131 AAPL 2018-06-20 46.587502 46.625000 46.606251 82514800
## 2132 AAPL 2018-06-21 46.812500 46.365002 46.588751 102847600
## 2133 AAPL 2018-06-22 46.529999 46.230000 46.379999 108801600
## 2134 AAPL 2018-06-25 45.849998 45.542500 45.696249 126652400
## 2135 AAPL 2018-06-26 45.747501 46.107498 45.927500 98276800
## 2136 AAPL 2018-06-27 46.307499 46.040001 46.173750 101141200
## 2137 AAPL 2018-06-28 46.025002 46.375000 46.200001 69460800
## 2138 AAPL 2018-06-29 46.572498 46.277500 46.424999 90950800
## 2139 AAPL 2018-07-02 45.955002 46.794998 46.375000 70925200
## 2140 AAPL 2018-07-03 46.947498 45.980000 46.463749 55819200
## 2141 AAPL 2018-07-05 46.314999 46.349998 46.332499 66416800
## 2142 AAPL 2018-07-06 46.355000 46.992500 46.673750 69940800
## 2143 AAPL 2018-07-09 47.375000 47.645000 47.510000 79026400
## 2144 AAPL 2018-07-10 47.677502 47.587502 47.632502 63756400
## 2145 AAPL 2018-07-11 47.125000 46.970001 47.047501 75326000
## 2146 AAPL 2018-07-12 47.382500 47.757500 47.570000 72164400
## 2147 AAPL 2018-07-13 47.770000 47.832500 47.801250 50055600
## 2148 AAPL 2018-07-16 47.880001 47.727501 47.803751 60172400
## 2149 AAPL 2018-07-17 47.437500 47.862499 47.650000 62138000
## 2150 AAPL 2018-07-18 47.945000 47.599998 47.772499 65573600
## 2151 AAPL 2018-07-19 47.422501 47.970001 47.696251 81147200
## 2152 AAPL 2018-07-20 47.945000 47.860001 47.902500 82704800
## 2153 AAPL 2018-07-23 47.669998 47.902500 47.786249 63957600
## 2154 AAPL 2018-07-24 48.112499 48.250000 48.181250 74791600
## 2155 AAPL 2018-07-25 48.264999 48.705002 48.485001 66839600
## 2156 AAPL 2018-07-26 48.652500 48.552502 48.602501 76304000
## 2157 AAPL 2018-07-27 48.747501 47.744999 48.246250 96096000
## 2158 AAPL 2018-07-30 47.974998 47.477501 47.726250 84118000
## 2159 AAPL 2018-07-31 47.575001 47.572498 47.573750 157492000
## 2160 AAPL 2018-08-01 49.782501 50.375000 50.078751 271742800
## 2161 AAPL 2018-08-02 50.145000 51.847500 50.996250 249616000
## 2162 AAPL 2018-08-03 51.757500 51.997501 51.877501 133789600
## 2163 AAPL 2018-08-06 52.000000 52.267502 52.133751 101701600
## 2164 AAPL 2018-08-07 52.330002 51.777500 52.053751 102349600
## 2165 AAPL 2018-08-08 51.512501 51.812500 51.662500 90102000
## 2166 AAPL 2018-08-09 52.382500 52.220001 52.301250 93970400
## 2167 AAPL 2018-08-10 51.840000 51.882500 51.861250 98444800
## 2168 AAPL 2018-08-13 52.327499 52.217499 52.272499 103563600
## 2169 AAPL 2018-08-14 52.540001 52.437500 52.488750 82992000
## 2170 AAPL 2018-08-15 52.305000 52.560001 52.432501 115230400
## 2171 AAPL 2018-08-16 52.937500 53.330002 53.133751 114001600
## 2172 AAPL 2018-08-17 53.360001 54.395000 53.877501 141708000
## 2173 AAPL 2018-08-20 54.525002 53.865002 54.195002 121150800
## 2174 AAPL 2018-08-21 54.200001 53.759998 53.980000 104639200
## 2175 AAPL 2018-08-22 53.525002 53.762501 53.643751 76072400
## 2176 AAPL 2018-08-23 53.662498 53.872501 53.767500 75532800
## 2177 AAPL 2018-08-24 54.150002 54.040001 54.095001 73905600
## 2178 AAPL 2018-08-27 54.287498 54.485001 54.386250 82100400
## 2179 AAPL 2018-08-28 54.752499 54.924999 54.838749 91107200
## 2180 AAPL 2018-08-29 55.037498 55.744999 55.391249 109019200
## 2181 AAPL 2018-08-30 55.812500 56.257500 56.035000 195175200
## 2182 AAPL 2018-08-31 56.627499 56.907501 56.767500 173360400
## 2183 AAPL 2018-09-04 57.102501 57.090000 57.096251 109560400
## 2184 AAPL 2018-09-05 57.247501 56.717499 56.982500 133332000
## 2185 AAPL 2018-09-06 56.557499 55.775002 56.166250 137160000
## 2186 AAPL 2018-09-07 55.462502 55.325001 55.393751 150479200
## 2187 AAPL 2018-09-10 55.237499 54.582500 54.910000 158066000
## 2188 AAPL 2018-09-11 54.502499 55.962502 55.232500 142996000
## 2189 AAPL 2018-09-12 56.235001 55.267502 55.751251 197114800
## 2190 AAPL 2018-09-13 55.880001 56.602501 56.241251 166825600
## 2191 AAPL 2018-09-14 56.437500 55.959999 56.198750 127997200
## 2192 AAPL 2018-09-17 55.537498 54.470001 55.003750 148780400
## 2193 AAPL 2018-09-18 54.447498 54.560001 54.503750 126286800
## 2194 AAPL 2018-09-19 54.625000 54.592499 54.608749 108495200
## 2195 AAPL 2018-09-20 55.060001 55.007500 55.033751 106435200
## 2196 AAPL 2018-09-21 55.195000 54.415001 54.805000 384986800
## 2197 AAPL 2018-09-24 54.205002 55.197498 54.701250 110773600
## 2198 AAPL 2018-09-25 54.937500 55.547501 55.242500 98217600
## 2199 AAPL 2018-09-26 55.250000 55.105000 55.177500 95938800
## 2200 AAPL 2018-09-27 55.955002 56.237499 56.096251 120724800
## 2201 AAPL 2018-09-28 56.197498 56.435001 56.316250 91717600
## 2202 AAPL 2018-10-01 56.987499 56.814999 56.901249 94403200
## 2203 AAPL 2018-10-02 56.812500 57.320000 57.066250 99152800
## 2204 AAPL 2018-10-03 57.512501 58.017502 57.765001 114619200
## 2205 AAPL 2018-10-04 57.695000 56.997501 57.346251 128168000
## 2206 AAPL 2018-10-05 56.990002 56.072498 56.531250 134322000
## 2207 AAPL 2018-10-08 55.552502 55.942501 55.747501 118655600
## 2208 AAPL 2018-10-09 55.910000 56.717499 56.313749 107564000
## 2209 AAPL 2018-10-10 56.365002 54.090000 55.227501 167962400
## 2210 AAPL 2018-10-11 53.630001 53.612499 53.621250 212497600
## 2211 AAPL 2018-10-12 55.105000 55.527500 55.316250 161351600
## 2212 AAPL 2018-10-15 55.290001 54.340000 54.815001 123164000
## 2213 AAPL 2018-10-16 54.732498 55.537498 55.134998 116736000
## 2214 AAPL 2018-10-17 55.575001 55.297501 55.436251 91541600
## 2215 AAPL 2018-10-18 54.465000 54.005001 54.235001 130325200
## 2216 AAPL 2018-10-19 54.514999 54.827499 54.671249 132314800
## 2217 AAPL 2018-10-22 54.947498 55.162498 55.054998 115168400
## 2218 AAPL 2018-10-23 53.957500 55.682499 54.820000 155071200
## 2219 AAPL 2018-10-24 55.650002 53.772499 54.711250 163702000
## 2220 AAPL 2018-10-25 54.427502 54.950001 54.688751 119423200
## 2221 AAPL 2018-10-26 53.974998 54.075001 54.025000 189033600
## 2222 AAPL 2018-10-29 54.797501 53.060001 53.928751 183742000
## 2223 AAPL 2018-10-30 52.787498 53.325001 53.056250 146640000
## 2224 AAPL 2018-10-31 54.220001 54.715000 54.467501 153435600
## 2225 AAPL 2018-11-01 54.762501 55.555000 55.158751 233292800
## 2226 AAPL 2018-11-02 52.387501 51.869999 52.128750 365314800
## 2227 AAPL 2018-11-05 51.075001 50.397499 50.736250 264654800
## 2228 AAPL 2018-11-06 50.480000 50.942501 50.711250 127531600
## 2229 AAPL 2018-11-07 51.492500 52.487499 51.990000 133697600
## 2230 AAPL 2018-11-08 52.494999 52.122501 52.308750 101450400
## 2231 AAPL 2018-11-09 51.387501 51.117500 51.252501 137463200
## 2232 AAPL 2018-11-12 49.750000 48.542500 49.146250 204542000
## 2233 AAPL 2018-11-13 47.907501 48.057499 47.982500 187531600
## 2234 AAPL 2018-11-14 48.474998 46.700001 47.587500 243204000
## 2235 AAPL 2018-11-15 47.097500 47.852501 47.475000 185915200
## 2236 AAPL 2018-11-16 47.625000 48.382500 48.003750 147713200
## 2237 AAPL 2018-11-19 47.500000 46.465000 46.982500 167701200
## 2238 AAPL 2018-11-20 44.592499 44.244999 44.418749 271300800
## 2239 AAPL 2018-11-21 44.932499 44.195000 44.563749 124496800
## 2240 AAPL 2018-11-23 43.735001 43.072498 43.403749 94496000
## 2241 AAPL 2018-11-26 43.560001 43.654999 43.607500 179994000
## 2242 AAPL 2018-11-27 42.877499 43.560001 43.218750 165549600
## 2243 AAPL 2018-11-28 44.182499 45.235001 44.708750 184250000
## 2244 AAPL 2018-11-29 45.665001 44.887501 45.276251 167080000
## 2245 AAPL 2018-11-30 45.072498 44.645000 44.858749 158126000
## 2246 AAPL 2018-12-03 46.115002 46.205002 46.160002 163210000
## 2247 AAPL 2018-12-04 45.237499 44.172501 44.705000 165377200
## 2248 AAPL 2018-12-06 42.939999 43.680000 43.309999 172393600
## 2249 AAPL 2018-12-07 43.372501 42.122501 42.747501 169126400
## 2250 AAPL 2018-12-10 41.250000 42.400002 41.825001 248104000
## 2251 AAPL 2018-12-11 42.915001 42.157501 42.536251 189126800
## 2252 AAPL 2018-12-12 42.599998 42.275002 42.437500 142510800
## 2253 AAPL 2018-12-13 42.622501 42.737499 42.680000 127594400
## 2254 AAPL 2018-12-14 42.250000 41.369999 41.809999 162814800
## 2255 AAPL 2018-12-17 41.362499 40.985001 41.173750 177151600
## 2256 AAPL 2018-12-18 41.345001 41.517502 41.431252 135366000
## 2257 AAPL 2018-12-19 41.500000 40.222500 40.861250 196189200
## 2258 AAPL 2018-12-20 40.099998 39.207500 39.653749 259092000
## 2259 AAPL 2018-12-21 39.215000 37.682499 38.448750 382978400
## 2260 AAPL 2018-12-24 37.037498 36.707500 36.872499 148676800
## 2261 AAPL 2018-12-26 37.075001 39.292500 38.183750 234330000
## 2262 AAPL 2018-12-27 38.959999 39.037498 38.998749 212468400
## 2263 AAPL 2018-12-28 39.375000 39.057499 39.216249 169165600
## 2264 AAPL 2018-12-31 39.632500 39.435001 39.533751 140014000
## 2265 AAPL 2019-01-02 38.722500 39.480000 39.101250 148158800
## 2266 AAPL 2019-01-03 35.994999 35.547501 35.771250 365248800
## 2267 AAPL 2019-01-04 36.132500 37.064999 36.598749 234428400
## 2268 AAPL 2019-01-07 37.174999 36.982498 37.078749 219111200
## 2269 AAPL 2019-01-08 37.389999 37.687500 37.538750 164101200
## 2270 AAPL 2019-01-09 37.822498 38.327499 38.074999 180396400
## 2271 AAPL 2019-01-10 38.125000 38.450001 38.287500 143122800
## 2272 AAPL 2019-01-11 38.220001 38.072498 38.146250 108092800
## 2273 AAPL 2019-01-14 37.712502 37.500000 37.606251 129756800
## 2274 AAPL 2019-01-15 37.567501 38.267502 37.917501 114843600
## 2275 AAPL 2019-01-16 38.270000 38.735001 38.502501 122278800
## 2276 AAPL 2019-01-17 38.549999 38.965000 38.757500 119284800
## 2277 AAPL 2019-01-18 39.375000 39.205002 39.290001 135004000
## 2278 AAPL 2019-01-22 39.102501 38.325001 38.713751 121576000
## 2279 AAPL 2019-01-23 38.537498 38.480000 38.508749 92522400
## 2280 AAPL 2019-01-24 38.527500 38.174999 38.351250 101766000
## 2281 AAPL 2019-01-25 38.869999 39.439999 39.154999 134142000
## 2282 AAPL 2019-01-28 38.947498 39.075001 39.011250 104768400
## 2283 AAPL 2019-01-29 39.062500 38.669998 38.866249 166348800
## 2284 AAPL 2019-01-30 40.812500 41.312500 41.062500 244439200
## 2285 AAPL 2019-01-31 41.527500 41.610001 41.568750 162958400
## 2286 AAPL 2019-02-01 41.740002 41.630001 41.685001 130672400
## 2287 AAPL 2019-02-04 41.852501 42.812500 42.332500 125982000
## 2288 AAPL 2019-02-05 43.215000 43.544998 43.379999 144406400
## 2289 AAPL 2019-02-06 43.662498 43.560001 43.611250 112958400
## 2290 AAPL 2019-02-07 43.099998 42.735001 42.917500 126966800
## 2291 AAPL 2019-02-08 42.247501 42.602501 42.425001 95280000
## 2292 AAPL 2019-02-11 42.762501 42.357498 42.559999 83973600
## 2293 AAPL 2019-02-12 42.525002 42.722500 42.623751 89134000
## 2294 AAPL 2019-02-13 42.847500 42.544998 42.696249 89960800
## 2295 AAPL 2019-02-14 42.427502 42.700001 42.563751 87342800
## 2296 AAPL 2019-02-15 42.812500 42.605000 42.708750 98507200
## 2297 AAPL 2019-02-19 42.427502 42.732498 42.580000 75891200
## 2298 AAPL 2019-02-20 42.797501 43.007500 42.902500 104457600
## 2299 AAPL 2019-02-21 42.950001 42.764999 42.857500 68998800
## 2300 AAPL 2019-02-22 42.895000 43.242500 43.068750 75652800
## 2301 AAPL 2019-02-25 43.540001 43.557499 43.548750 87493600
## 2302 AAPL 2019-02-26 43.427502 43.582500 43.505001 68280800
## 2303 AAPL 2019-02-27 43.302502 43.717499 43.510000 111341600
## 2304 AAPL 2019-02-28 43.580002 43.287498 43.433750 112861600
## 2305 AAPL 2019-03-01 43.570000 43.742500 43.656250 103544800
## 2306 AAPL 2019-03-04 43.922501 43.962502 43.942501 109744800
## 2307 AAPL 2019-03-05 43.985001 43.882500 43.933750 78949600
## 2308 AAPL 2019-03-06 43.667500 43.630001 43.648750 83241600
## 2309 AAPL 2019-03-07 43.467499 43.125000 43.296249 99185600
## 2310 AAPL 2019-03-08 42.580002 43.227501 42.903751 95997600
## 2311 AAPL 2019-03-11 43.872501 44.724998 44.298750 128044000
## 2312 AAPL 2019-03-12 45.000000 45.227501 45.113750 129870400
## 2313 AAPL 2019-03-13 45.562500 45.427502 45.495001 124130000
## 2314 AAPL 2019-03-14 45.974998 45.932499 45.953749 94318000
## 2315 AAPL 2019-03-15 46.212502 46.529999 46.371250 156171600
## 2316 AAPL 2019-03-18 46.450001 47.005001 46.727501 104879200
## 2317 AAPL 2019-03-19 47.087502 46.632500 46.860001 126585600
## 2318 AAPL 2019-03-20 46.557499 47.040001 46.798750 124140800
## 2319 AAPL 2019-03-21 47.505001 48.772499 48.138750 204136800
## 2320 AAPL 2019-03-22 48.834999 47.762501 48.298750 169630800
## 2321 AAPL 2019-03-25 47.877499 47.185001 47.531250 175381200
## 2322 AAPL 2019-03-26 47.915001 46.697498 47.306250 199202000
## 2323 AAPL 2019-03-27 47.187500 47.117500 47.152500 119393600
## 2324 AAPL 2019-03-28 47.237499 47.180000 47.208750 83121600
## 2325 AAPL 2019-03-29 47.457500 47.487499 47.472500 94256000
## 2326 AAPL 2019-04-01 47.910000 47.810001 47.860001 111448000
## 2327 AAPL 2019-04-02 47.772499 48.505001 48.138750 91062800
## 2328 AAPL 2019-04-03 48.312500 48.837502 48.575001 93087200
## 2329 AAPL 2019-04-04 48.697498 48.922501 48.809999 76457200
## 2330 AAPL 2019-04-05 49.112499 49.250000 49.181250 74106400
## 2331 AAPL 2019-04-08 49.105000 50.025002 49.565001 103526800
## 2332 AAPL 2019-04-09 50.080002 49.875000 49.977501 143072800
## 2333 AAPL 2019-04-10 49.669998 50.154999 49.912498 86781200
## 2334 AAPL 2019-04-11 50.212502 49.737499 49.975000 83603200
## 2335 AAPL 2019-04-12 49.799999 49.717499 49.758749 111042800
## 2336 AAPL 2019-04-15 49.645000 49.807499 49.726250 70146400
## 2337 AAPL 2019-04-16 49.865002 49.812500 49.838751 102785600
## 2338 AAPL 2019-04-17 49.884998 50.782501 50.333750 115627200
## 2339 AAPL 2019-04-18 50.779999 50.965000 50.872499 96783200
## 2340 AAPL 2019-04-22 50.707500 51.132500 50.920000 77758000
## 2341 AAPL 2019-04-23 51.107498 51.869999 51.488749 93292000
## 2342 AAPL 2019-04-24 51.840000 51.790001 51.815001 70162400
## 2343 AAPL 2019-04-25 51.707500 51.320000 51.513750 74172800
## 2344 AAPL 2019-04-26 51.224998 51.075001 51.150000 74596400
## 2345 AAPL 2019-04-29 51.099998 51.152500 51.126249 88818800
## 2346 AAPL 2019-04-30 50.764999 50.167500 50.466249 186139600
## 2347 AAPL 2019-05-01 52.470001 52.630001 52.550001 259309200
## 2348 AAPL 2019-05-02 52.459999 52.287498 52.373749 127985200
## 2349 AAPL 2019-05-03 52.722500 52.937500 52.830000 83569600
## 2350 AAPL 2019-05-06 51.072498 52.119999 51.596249 129772400
## 2351 AAPL 2019-05-07 51.470001 50.715000 51.092501 155054800
## 2352 AAPL 2019-05-08 50.474998 50.724998 50.599998 105358000
## 2353 AAPL 2019-05-09 50.099998 50.180000 50.139999 139634400
## 2354 AAPL 2019-05-10 49.355000 49.294998 49.324999 164834800
## 2355 AAPL 2019-05-13 46.927502 46.430000 46.678751 229722400
## 2356 AAPL 2019-05-14 46.602501 47.165001 46.883751 146118800
## 2357 AAPL 2019-05-15 46.567501 47.730000 47.148750 106178800
## 2358 AAPL 2019-05-16 47.477501 47.520000 47.498751 132125600
## 2359 AAPL 2019-05-17 46.732498 47.250000 46.991249 131516400
## 2360 AAPL 2019-05-20 45.880001 45.772499 45.826250 154449200
## 2361 AAPL 2019-05-21 46.305000 46.650002 46.477501 113459200
## 2362 AAPL 2019-05-22 46.165001 45.695000 45.930000 118994400
## 2363 AAPL 2019-05-23 44.950001 44.915001 44.932501 146118800
## 2364 AAPL 2019-05-24 45.049999 44.742500 44.896250 94858800
## 2365 AAPL 2019-05-28 44.730000 44.557499 44.643749 111792800
## 2366 AAPL 2019-05-29 44.105000 44.345001 44.225000 113924800
## 2367 AAPL 2019-05-30 44.487499 44.575001 44.531250 84873600
## 2368 AAPL 2019-05-31 44.057499 43.767502 43.912500 108174400
## 2369 AAPL 2019-06-03 43.900002 43.325001 43.612501 161584400
## 2370 AAPL 2019-06-04 43.860001 44.910000 44.385000 123872000
## 2371 AAPL 2019-06-05 46.070000 45.634998 45.852499 119093600
## 2372 AAPL 2019-06-06 45.770000 46.305000 46.037500 90105200
## 2373 AAPL 2019-06-07 46.627499 47.537498 47.082499 122737600
## 2374 AAPL 2019-06-10 47.952499 48.145000 48.048750 104883600
## 2375 AAPL 2019-06-11 48.715000 48.702499 48.708750 107731600
## 2376 AAPL 2019-06-12 48.487499 48.547501 48.517500 73012800
## 2377 AAPL 2019-06-13 48.674999 48.537498 48.606249 86698400
## 2378 AAPL 2019-06-14 47.887501 48.185001 48.036251 75046000
## 2379 AAPL 2019-06-17 48.224998 48.472500 48.348749 58676400
## 2380 AAPL 2019-06-18 49.012501 49.612499 49.312500 106204000
## 2381 AAPL 2019-06-19 49.919998 49.467499 49.693748 84496800
## 2382 AAPL 2019-06-20 50.092499 49.865002 49.978750 86056000
## 2383 AAPL 2019-06-21 49.700001 49.695000 49.697500 191202400
## 2384 AAPL 2019-06-24 49.634998 49.645000 49.639999 72881600
## 2385 AAPL 2019-06-25 49.607498 48.892502 49.250000 84281200
## 2386 AAPL 2019-06-26 49.442501 49.950001 49.696251 104270000
## 2387 AAPL 2019-06-27 50.072498 49.935001 50.003750 83598800
## 2388 AAPL 2019-06-28 49.669998 49.480000 49.574999 124442400
## 2389 AAPL 2019-07-01 50.792500 50.387501 50.590000 109012000
## 2390 AAPL 2019-07-02 50.352501 50.682499 50.517500 67740800
## 2391 AAPL 2019-07-03 50.820000 51.102501 50.961250 45448000
## 2392 AAPL 2019-07-05 50.837502 51.057499 50.947500 69062000
## 2393 AAPL 2019-07-08 50.202499 50.005001 50.103750 101354400
## 2394 AAPL 2019-07-09 49.799999 50.310001 50.055000 82312000
## 2395 AAPL 2019-07-10 50.462502 50.807499 50.635000 71588400
## 2396 AAPL 2019-07-11 50.827499 50.437500 50.632500 80767200
## 2397 AAPL 2019-07-12 50.612499 50.825001 50.718750 70380800
## 2398 AAPL 2019-07-15 51.022499 51.302502 51.162500 67789600
## 2399 AAPL 2019-07-16 51.147499 51.125000 51.136250 67467200
## 2400 AAPL 2019-07-17 51.012501 50.837502 50.925001 56430000
## 2401 AAPL 2019-07-18 51.000000 51.415001 51.207500 74162400
## 2402 AAPL 2019-07-19 51.447498 50.647499 51.047499 83717200
## 2403 AAPL 2019-07-22 50.912498 51.805000 51.358749 89111600
## 2404 AAPL 2019-07-23 52.115002 52.209999 52.162500 73420800
## 2405 AAPL 2019-07-24 51.917500 52.167500 52.042500 59966400
## 2406 AAPL 2019-07-25 52.222500 51.755001 51.988750 55638400
## 2407 AAPL 2019-07-26 51.869999 51.935001 51.902500 70475600
## 2408 AAPL 2019-07-29 52.115002 52.419998 52.267500 86693600
## 2409 AAPL 2019-07-30 52.189999 52.195000 52.192499 135742800
## 2410 AAPL 2019-07-31 54.105000 53.259998 53.682499 277125600
## 2411 AAPL 2019-08-01 53.474998 52.107498 52.791248 216071600
## 2412 AAPL 2019-08-02 51.382500 51.005001 51.193750 163448400
## 2413 AAPL 2019-08-05 49.497501 48.334999 48.916250 209572000
## 2414 AAPL 2019-08-06 49.077499 49.250000 49.163750 143299200
## 2415 AAPL 2019-08-07 48.852501 49.759998 49.306250 133457600
## 2416 AAPL 2019-08-08 50.049999 50.857498 50.453749 108038000
## 2417 AAPL 2019-08-09 50.325001 50.247501 50.286251 98478800
## 2418 AAPL 2019-08-12 49.904999 50.119999 50.012499 89927600
## 2419 AAPL 2019-08-13 50.255001 52.242500 51.248751 188874000
## 2420 AAPL 2019-08-14 50.790001 50.687500 50.738750 146189600
## 2421 AAPL 2019-08-15 50.865002 50.435001 50.650002 108909600
## 2422 AAPL 2019-08-16 51.070000 51.625000 51.347500 110481600
## 2423 AAPL 2019-08-19 52.654999 52.587502 52.621250 97654400
## 2424 AAPL 2019-08-20 52.720001 52.590000 52.655001 107537200
## 2425 AAPL 2019-08-21 53.247501 53.160000 53.203751 86141600
## 2426 AAPL 2019-08-22 53.297501 53.115002 53.206251 89014800
## 2427 AAPL 2019-08-23 52.357498 50.660000 51.508749 187272000
## 2428 AAPL 2019-08-26 51.465000 51.622501 51.543751 104174400
## 2429 AAPL 2019-08-27 51.965000 51.040001 51.502501 103493200
## 2430 AAPL 2019-08-28 51.025002 51.382500 51.203751 63755200
## 2431 AAPL 2019-08-29 52.125000 52.252499 52.188749 83962000
## 2432 AAPL 2019-08-30 52.540001 52.185001 52.362501 84573600
## 2433 AAPL 2019-09-03 51.607498 51.424999 51.516249 80092000
## 2434 AAPL 2019-09-04 52.097500 52.297501 52.197500 76752400
## 2435 AAPL 2019-09-05 53.000000 53.320000 53.160000 95654800
## 2436 AAPL 2019-09-06 53.512501 53.314999 53.413750 77449200
## 2437 AAPL 2019-09-09 53.709999 53.542500 53.626249 109237600
## 2438 AAPL 2019-09-10 53.465000 54.174999 53.820000 127111600
## 2439 AAPL 2019-09-11 54.517502 55.897499 55.207500 177158400
## 2440 AAPL 2019-09-12 56.200001 55.772499 55.986250 128906800
## 2441 AAPL 2019-09-13 55.000000 54.687500 54.843750 159053200
## 2442 AAPL 2019-09-16 54.432499 54.974998 54.703749 84632400
## 2443 AAPL 2019-09-17 54.990002 55.174999 55.082500 73274800
## 2444 AAPL 2019-09-18 55.264999 55.692501 55.478750 101360000
## 2445 AAPL 2019-09-19 55.502499 55.240002 55.371250 88242400
## 2446 AAPL 2019-09-20 55.345001 54.432499 54.888750 221652400
## 2447 AAPL 2019-09-23 54.737499 54.680000 54.708750 76662000
## 2448 AAPL 2019-09-24 55.257500 54.419998 54.838749 124763200
## 2449 AAPL 2019-09-25 54.637501 55.257500 54.947500 87613600
## 2450 AAPL 2019-09-26 55.000000 54.972500 54.986250 75334000
## 2451 AAPL 2019-09-27 55.134998 54.705002 54.920000 101408000
## 2452 AAPL 2019-09-30 55.224998 55.992500 55.608749 103909600
## 2453 AAPL 2019-10-01 56.267502 56.147499 56.207500 139223200
## 2454 AAPL 2019-10-02 55.764999 54.740002 55.252501 138449200
## 2455 AAPL 2019-10-03 54.607498 55.205002 54.906250 114426000
## 2456 AAPL 2019-10-04 56.410000 56.752499 56.581249 138478800
## 2457 AAPL 2019-10-07 56.567501 56.764999 56.666250 122306000
## 2458 AAPL 2019-10-08 56.455002 56.099998 56.277500 111820000
## 2459 AAPL 2019-10-09 56.757500 56.757500 56.757500 74770400
## 2460 AAPL 2019-10-10 56.982498 57.522499 57.252499 113013600
## 2461 AAPL 2019-10-11 58.237499 59.052502 58.645000 166795600
## 2462 AAPL 2019-10-14 58.724998 58.967499 58.846249 96427600
## 2463 AAPL 2019-10-15 59.097500 58.830002 58.963751 87360000
## 2464 AAPL 2019-10-16 58.342499 58.592499 58.467499 73903200
## 2465 AAPL 2019-10-17 58.772499 58.820000 58.796249 67585200
## 2466 AAPL 2019-10-18 58.647499 59.102501 58.875000 97433600
## 2467 AAPL 2019-10-21 59.380001 60.127499 59.753750 87247200
## 2468 AAPL 2019-10-22 60.290001 59.990002 60.140001 82293600
## 2469 AAPL 2019-10-23 60.525002 60.794998 60.660000 75828800
## 2470 AAPL 2019-10-24 61.127499 60.895000 61.011250 69275200
## 2471 AAPL 2019-10-25 60.790001 61.645000 61.217501 73477200
## 2472 AAPL 2019-10-28 61.855000 62.262501 62.058750 96572800
## 2473 AAPL 2019-10-29 62.242500 60.822498 61.532499 142839600
## 2474 AAPL 2019-10-30 61.189999 60.814999 61.002499 124522000
## 2475 AAPL 2019-10-31 61.810001 62.189999 62.000000 139162000
## 2476 AAPL 2019-11-01 62.384998 63.955002 63.170000 151125200
## 2477 AAPL 2019-11-04 64.332497 64.375000 64.353748 103272000
## 2478 AAPL 2019-11-05 64.262497 64.282501 64.272499 79897600
## 2479 AAPL 2019-11-06 64.192497 64.309998 64.251247 75864400
## 2480 AAPL 2019-11-07 64.684998 64.857498 64.771248 94940400
## 2481 AAPL 2019-11-08 64.672501 65.035004 64.853752 69986400
## 2482 AAPL 2019-11-11 64.574997 65.550003 65.062500 81821200
## 2483 AAPL 2019-11-12 65.387497 65.489998 65.438747 87388800
## 2484 AAPL 2019-11-13 65.282501 66.117500 65.700001 102734400
## 2485 AAPL 2019-11-14 65.937500 65.660004 65.798752 89182800
## 2486 AAPL 2019-11-15 65.919998 66.440002 66.180000 100206400
## 2487 AAPL 2019-11-18 66.449997 66.775002 66.612499 86703200
## 2488 AAPL 2019-11-19 66.974998 66.572502 66.773750 76167200
## 2489 AAPL 2019-11-20 66.385002 65.797501 66.091251 106234400
## 2490 AAPL 2019-11-21 65.922501 65.502502 65.712502 121395200
## 2491 AAPL 2019-11-22 65.647499 65.445000 65.546249 65325200
## 2492 AAPL 2019-11-25 65.677498 66.592499 66.134998 84020400
## 2493 AAPL 2019-11-26 66.735001 66.072502 66.403751 105207600
## 2494 AAPL 2019-11-27 66.394997 66.959999 66.677498 65235600
## 2495 AAPL 2019-11-29 66.650002 66.812500 66.731251 46617600
## 2496 AAPL 2019-12-02 66.817497 66.040001 66.428749 94487200
## 2497 AAPL 2019-12-03 64.577499 64.862503 64.720001 114430400
## 2498 AAPL 2019-12-04 65.267502 65.434998 65.351250 67181600
## 2499 AAPL 2019-12-05 65.947502 66.394997 66.171249 74424400
## 2500 AAPL 2019-12-06 66.870003 67.677498 67.273750 106075600
## 2501 AAPL 2019-12-09 67.500000 66.730003 67.115002 128042400
## 2502 AAPL 2019-12-10 67.150002 67.120003 67.135002 90420400
## 2503 AAPL 2019-12-11 67.202499 67.692497 67.447498 78756800
## 2504 AAPL 2019-12-12 66.945000 67.864998 67.404999 137310400
## 2505 AAPL 2019-12-13 67.864998 68.787498 68.326248 133587600
## 2506 AAPL 2019-12-16 69.250000 69.964996 69.607498 128186000
## 2507 AAPL 2019-12-17 69.892502 70.102501 69.997501 114158400
## 2508 AAPL 2019-12-18 69.949997 69.934998 69.942497 116028400
## 2509 AAPL 2019-12-19 69.875000 70.004997 69.939999 98369200
## 2510 AAPL 2019-12-20 70.557503 69.860001 70.208752 275978000
## 2511 AAPL 2019-12-23 70.132500 71.000000 70.566250 98572000
## 2512 AAPL 2019-12-24 71.172501 71.067497 71.119999 48478800
## 2513 AAPL 2019-12-26 71.205002 72.477501 71.841251 93121200
## 2514 AAPL 2019-12-27 72.779999 72.449997 72.614998 146266000
## 2515 AAPL 2019-12-30 72.364998 72.879997 72.622498 144114400
## 2516 AAPL 2019-12-31 72.482498 73.412498 72.947498 100805600
## 2517 AAPL 2020-01-02 74.059998 75.087502 74.573750 135480400
## 2518 AAPL 2020-01-03 74.287498 74.357498 74.322498 146322800
## 2519 AAPL 2020-01-06 73.447502 74.949997 74.198750 118387200
## 2520 AAPL 2020-01-07 74.959999 74.597504 74.778751 108872000
## 2521 AAPL 2020-01-08 74.290001 75.797501 75.043751 132079200
## 2522 AAPL 2020-01-09 76.809998 77.407501 77.108749 170108400
## 2523 AAPL 2020-01-10 77.650002 77.582497 77.616249 140644800
## 2524 AAPL 2020-01-13 77.910004 79.239998 78.575001 121532000
## 2525 AAPL 2020-01-14 79.175003 78.169998 78.672501 161954400
## 2526 AAPL 2020-01-15 77.962502 77.834999 77.898750 121923600
## 2527 AAPL 2020-01-16 78.397499 78.809998 78.603748 108829200
## 2528 AAPL 2020-01-17 79.067497 79.682503 79.375000 137816400
## 2529 AAPL 2020-01-21 79.297501 79.142502 79.220001 110843200
## 2530 AAPL 2020-01-22 79.644997 79.425003 79.535000 101832400
## 2531 AAPL 2020-01-23 79.480003 79.807503 79.643753 104472000
## 2532 AAPL 2020-01-24 80.062500 79.577499 79.820000 146537600
## 2533 AAPL 2020-01-27 77.514999 77.237503 77.376251 161940000
## 2534 AAPL 2020-01-28 78.150002 79.422501 78.786251 162234000
## 2535 AAPL 2020-01-29 81.112503 81.084999 81.098751 216229200
## 2536 AAPL 2020-01-30 80.135002 80.967499 80.551250 126743200
## 2537 AAPL 2020-01-31 80.232498 77.377502 78.805000 199588400
## 2538 AAPL 2020-02-03 76.074997 77.165001 76.619999 173788400
## 2539 AAPL 2020-02-04 78.827499 79.712502 79.270000 136616400
## 2540 AAPL 2020-02-05 80.879997 80.362503 80.621250 118826800
## 2541 AAPL 2020-02-06 80.642502 81.302498 80.972500 105425600
## 2542 AAPL 2020-02-07 80.592499 80.007500 80.299999 117684000
## 2543 AAPL 2020-02-10 78.544998 80.387497 79.466248 109348800
## 2544 AAPL 2020-02-11 80.900002 79.902496 80.401249 94323200
## 2545 AAPL 2020-02-12 80.367500 81.800003 81.083752 113730400
## 2546 AAPL 2020-02-13 81.047501 81.217499 81.132500 94747600
## 2547 AAPL 2020-02-14 81.184998 81.237503 81.211250 80113600
## 2548 AAPL 2020-02-18 78.839996 79.750000 79.294998 152531200
## 2549 AAPL 2020-02-19 80.000000 80.904999 80.452499 93984000
## 2550 AAPL 2020-02-20 80.657501 80.074997 80.366249 100566000
## 2551 AAPL 2020-02-21 79.654999 78.262497 78.958748 129554000
## 2552 AAPL 2020-02-24 74.315002 74.544998 74.430000 222195200
## 2553 AAPL 2020-02-25 75.237503 72.019997 73.628750 230673600
## 2554 AAPL 2020-02-26 71.632500 73.162498 72.397499 198054800
## 2555 AAPL 2020-02-27 70.275002 68.379997 69.327499 320605600
## 2556 AAPL 2020-02-28 64.315002 68.339996 66.327499 426510000
## 2557 AAPL 2020-03-02 70.570000 74.702499 72.636250 341397200
## 2558 AAPL 2020-03-03 75.917503 72.330002 74.123753 319475600
## 2559 AAPL 2020-03-04 74.110001 75.684998 74.897499 219178400
## 2560 AAPL 2020-03-05 73.879997 73.230003 73.555000 187572800
## 2561 AAPL 2020-03-06 70.500000 72.257500 71.378750 226176800
## 2562 AAPL 2020-03-09 65.937500 66.542503 66.240002 286744800
## 2563 AAPL 2020-03-10 69.285004 71.334999 70.310001 285290000
## 2564 AAPL 2020-03-11 69.347504 68.857498 69.102501 255598800
## 2565 AAPL 2020-03-12 63.985001 62.057499 63.021250 418474000
## 2566 AAPL 2020-03-13 66.222504 69.492500 67.857502 370732000
## 2567 AAPL 2020-03-16 60.487499 60.552502 60.520000 322423600
## 2568 AAPL 2020-03-17 61.877499 63.215000 62.546249 324056000
## 2569 AAPL 2020-03-18 59.942501 61.667500 60.805000 300233600
## 2570 AAPL 2020-03-19 61.847500 61.195000 61.521250 271857200
## 2571 AAPL 2020-03-20 61.794998 57.310001 59.552500 401693200
## 2572 AAPL 2020-03-23 57.020000 56.092499 56.556250 336752800
## 2573 AAPL 2020-03-24 59.090000 61.720001 60.405001 287531200
## 2574 AAPL 2020-03-25 62.687500 61.380001 62.033751 303602000
## 2575 AAPL 2020-03-26 61.630001 64.610001 63.120001 252087200
## 2576 AAPL 2020-03-27 63.187500 61.935001 62.561251 204216800
## 2577 AAPL 2020-03-30 62.685001 63.702499 63.193750 167976400
## 2578 AAPL 2020-03-31 63.900002 63.572498 63.736250 197002000
## 2579 AAPL 2020-04-01 61.625000 60.227501 60.926250 176218400
## 2580 AAPL 2020-04-02 60.084999 61.232498 60.658749 165934000
## 2581 AAPL 2020-04-03 60.700001 60.352501 60.526251 129880000
## 2582 AAPL 2020-04-06 62.724998 65.617500 64.171249 201820400
## 2583 AAPL 2020-04-07 67.699997 64.857498 66.278748 202887200
## 2584 AAPL 2020-04-08 65.684998 66.517502 66.101250 168895200
## 2585 AAPL 2020-04-09 67.175003 66.997498 67.086250 161834800
## 2586 AAPL 2020-04-13 67.077499 68.312500 67.695000 131022800
## 2587 AAPL 2020-04-14 70.000000 71.762497 70.881248 194994800
## 2588 AAPL 2020-04-15 70.599998 71.107498 70.853748 131154400
## 2589 AAPL 2020-04-16 71.845001 71.672501 71.758751 157125200
## 2590 AAPL 2020-04-17 71.172501 70.699997 70.936249 215250000
## 2591 AAPL 2020-04-20 69.487503 69.232498 69.360001 130015200
## 2592 AAPL 2020-04-21 69.070000 67.092499 68.081249 180991600
## 2593 AAPL 2020-04-22 68.402496 69.025002 68.713749 116862400
## 2594 AAPL 2020-04-23 68.967499 68.757500 68.862499 124814400
## 2595 AAPL 2020-04-24 69.300003 70.742500 70.021252 126161200
## 2596 AAPL 2020-04-27 70.449997 70.792503 70.621250 117087600
## 2597 AAPL 2020-04-28 71.269997 69.644997 70.457497 112004800
## 2598 AAPL 2020-04-29 71.182503 71.932503 71.557503 137280800
## 2599 AAPL 2020-04-30 72.489998 73.449997 72.969997 183064000
## 2600 AAPL 2020-05-01 71.562500 72.267502 71.915001 240616800
## 2601 AAPL 2020-05-04 72.292503 73.290001 72.791252 133568000
## 2602 AAPL 2020-05-05 73.764999 74.389999 74.077499 147751200
## 2603 AAPL 2020-05-06 75.114998 75.157501 75.136250 142333600
## 2604 AAPL 2020-05-07 75.805000 75.934998 75.869999 115215200
## 2605 AAPL 2020-05-08 76.410004 77.532501 76.971252 133838400
## 2606 AAPL 2020-05-11 77.025002 78.752502 77.888752 145946400
## 2607 AAPL 2020-05-12 79.457497 77.852501 78.654999 162301200
## 2608 AAPL 2020-05-13 78.037498 76.912498 77.474998 200622400
## 2609 AAPL 2020-05-14 76.127502 77.385002 76.756252 158929200
## 2610 AAPL 2020-05-15 75.087502 76.927498 76.007500 166348400
## 2611 AAPL 2020-05-18 78.292503 78.739998 78.516251 135178400
## 2612 AAPL 2020-05-19 78.757500 78.285004 78.521252 101729600
## 2613 AAPL 2020-05-20 79.169998 79.807503 79.488750 111504800
## 2614 AAPL 2020-05-21 79.665001 79.212502 79.438751 102688800
## 2615 AAPL 2020-05-22 78.942497 79.722504 79.332500 81803200
## 2616 AAPL 2020-05-26 80.875000 79.182503 80.028751 125522000
## 2617 AAPL 2020-05-27 79.035004 79.527496 79.281250 112945200
## 2618 AAPL 2020-05-28 79.192497 79.562500 79.377499 133560800
## 2619 AAPL 2020-05-29 79.812500 79.485001 79.648750 153532400
## 2620 AAPL 2020-06-01 79.437500 80.462502 79.950001 80791200
## 2621 AAPL 2020-06-02 80.187500 80.834999 80.511250 87642800
## 2622 AAPL 2020-06-03 81.165001 81.279999 81.222500 104491200
## 2623 AAPL 2020-06-04 81.097504 80.580002 80.838753 87560400
## 2624 AAPL 2020-06-05 80.837502 82.875000 81.856251 137250400
## 2625 AAPL 2020-06-08 82.562500 83.364998 82.963749 95654400
## 2626 AAPL 2020-06-09 83.035004 85.997498 84.516251 147712400
## 2627 AAPL 2020-06-10 86.974998 88.209999 87.592499 166651600
## 2628 AAPL 2020-06-11 87.327499 83.974998 85.651249 201662400
## 2629 AAPL 2020-06-12 86.180000 84.699997 85.439999 200146000
## 2630 AAPL 2020-06-15 83.312500 85.747498 84.529999 138808800
## 2631 AAPL 2020-06-16 87.864998 88.019997 87.942497 165428800
## 2632 AAPL 2020-06-17 88.787498 87.897499 88.342499 114406400
## 2633 AAPL 2020-06-18 87.852501 87.932503 87.892502 96820400
## 2634 AAPL 2020-06-19 88.660004 87.430000 88.045002 264476000
## 2635 AAPL 2020-06-22 87.834999 89.717499 88.776249 135445200
## 2636 AAPL 2020-06-23 91.000000 91.632500 91.316250 212155600
## 2637 AAPL 2020-06-24 91.250000 90.014999 90.632500 192623200
## 2638 AAPL 2020-06-25 90.175003 91.209999 90.692501 137522400
## 2639 AAPL 2020-06-26 91.102501 88.407501 89.755001 205256800
## 2640 AAPL 2020-06-29 88.312500 90.445000 89.378750 130646000
## 2641 AAPL 2020-06-30 90.019997 91.199997 90.609997 140223200
## 2642 AAPL 2020-07-01 91.279999 91.027496 91.153748 110737200
## 2643 AAPL 2020-07-02 91.962502 91.027496 91.494999 114041600
## 2644 AAPL 2020-07-06 92.500000 93.462502 92.981251 118655600
## 2645 AAPL 2020-07-07 93.852501 93.172501 93.512501 112424400
## 2646 AAPL 2020-07-08 94.180000 95.342499 94.761250 117092000
## 2647 AAPL 2020-07-09 96.262497 95.752502 96.007500 125642800
## 2648 AAPL 2020-07-10 95.334999 95.919998 95.627499 90257200
## 2649 AAPL 2020-07-13 97.264999 95.477501 96.371250 191649200
## 2650 AAPL 2020-07-14 94.839996 97.057503 95.948750 170989200
## 2651 AAPL 2020-07-15 98.989998 97.724998 98.357498 153198000
## 2652 AAPL 2020-07-16 96.562500 96.522499 96.542500 110577600
## 2653 AAPL 2020-07-17 96.987503 96.327499 96.657501 92186800
## 2654 AAPL 2020-07-20 96.417503 98.357498 97.387501 90318000
## 2655 AAPL 2020-07-21 99.172501 97.000000 98.086250 103433200
## 2656 AAPL 2020-07-22 96.692497 97.272499 96.982498 89001600
## 2657 AAPL 2020-07-23 96.997498 92.845001 94.921249 197004400
## 2658 AAPL 2020-07-24 90.987503 92.614998 91.801250 185438800
## 2659 AAPL 2020-07-27 93.709999 94.809998 94.259998 121214000
## 2660 AAPL 2020-07-28 94.367500 93.252502 93.810001 103625600
## 2661 AAPL 2020-07-29 93.750000 95.040001 94.395000 90329200
## 2662 AAPL 2020-07-30 94.187500 96.190002 95.188751 158130000
## 2663 AAPL 2020-07-31 102.885002 106.260002 104.572502 374336800
## 2664 AAPL 2020-08-03 108.199997 108.937500 108.568748 308151200
## 2665 AAPL 2020-08-04 109.132500 109.665001 109.398750 173071600
## 2666 AAPL 2020-08-05 109.377502 110.062500 109.720001 121776800
## 2667 AAPL 2020-08-06 110.404999 113.902496 112.153748 202428800
## 2668 AAPL 2020-08-07 113.205002 111.112503 112.158752 198045600
## 2669 AAPL 2020-08-10 112.599998 112.727501 112.663750 212403600
## 2670 AAPL 2020-08-11 111.970001 109.375000 110.672501 187902400
## 2671 AAPL 2020-08-12 110.497498 113.010002 111.753750 165598000
## 2672 AAPL 2020-08-13 114.430000 115.010002 114.720001 210082000
## 2673 AAPL 2020-08-14 114.830002 114.907501 114.868752 165565200
## 2674 AAPL 2020-08-17 116.062500 114.607498 115.334999 119561600
## 2675 AAPL 2020-08-18 114.352501 115.562500 114.957500 105633600
## 2676 AAPL 2020-08-19 115.982498 115.707497 115.844997 145538000
## 2677 AAPL 2020-08-20 115.750000 118.275002 117.012501 126907200
## 2678 AAPL 2020-08-21 119.262497 124.370003 121.816250 338054800
## 2679 AAPL 2020-08-24 128.697495 125.857498 127.277496 345937600
## 2680 AAPL 2020-08-25 124.697502 124.824997 124.761250 211495600
## 2681 AAPL 2020-08-26 126.180000 126.522499 126.351250 163022400
## 2682 AAPL 2020-08-27 127.142502 125.010002 126.076252 155552400
## 2683 AAPL 2020-08-28 126.012497 124.807503 125.410000 187630000
## 2684 AAPL 2020-08-31 127.580002 129.039993 128.309998 225702700
## 2685 AAPL 2020-09-01 132.759995 134.179993 133.469994 151948100
## 2686 AAPL 2020-09-02 137.589996 131.399994 134.494995 200119000
## 2687 AAPL 2020-09-03 126.910004 120.879997 123.895000 257599600
## 2688 AAPL 2020-09-04 120.070000 120.959999 120.514999 332607200
## 2689 AAPL 2020-09-08 113.949997 112.820000 113.384998 231366600
## 2690 AAPL 2020-09-09 117.260002 117.320000 117.290001 176940500
## 2691 AAPL 2020-09-10 120.360001 113.489998 116.924999 182274400
## 2692 AAPL 2020-09-11 114.570000 112.000000 113.285000 180860300
## 2693 AAPL 2020-09-14 114.720001 115.360001 115.040001 140150100
## 2694 AAPL 2020-09-15 118.330002 115.540001 116.935001 184642000
## 2695 AAPL 2020-09-16 115.230003 112.129997 113.680000 154679000
## 2696 AAPL 2020-09-17 109.720001 110.339996 110.029999 178011000
## 2697 AAPL 2020-09-18 110.400002 106.839996 108.619999 287104900
## 2698 AAPL 2020-09-21 104.540001 110.080002 107.310001 195713800
## 2699 AAPL 2020-09-22 112.680000 111.809998 112.244999 183055400
## 2700 AAPL 2020-09-23 111.620003 107.120003 109.370003 150718700
## 2701 AAPL 2020-09-24 105.169998 108.220001 106.695000 167743300
## 2702 AAPL 2020-09-25 108.430000 112.279999 110.355000 149981400
## 2703 AAPL 2020-09-28 115.010002 114.959999 114.985001 137672400
## 2704 AAPL 2020-09-29 114.550003 114.089996 114.320000 99382200
## 2705 AAPL 2020-09-30 113.790001 115.809998 114.799999 142675200
## 2706 AAPL 2020-10-01 117.639999 116.790001 117.215000 116120400
## 2707 AAPL 2020-10-02 112.889999 113.019997 112.954998 144712000
## 2708 AAPL 2020-10-05 113.910004 116.500000 115.205002 106243800
## 2709 AAPL 2020-10-06 115.699997 113.160004 114.430000 161498200
## 2710 AAPL 2020-10-07 114.620003 115.080002 114.850002 96849000
## 2711 AAPL 2020-10-08 116.250000 114.970001 115.610001 83477200
## 2712 AAPL 2020-10-09 115.279999 116.970001 116.125000 100506900
## 2713 AAPL 2020-10-12 120.059998 124.400002 122.230000 240226800
## 2714 AAPL 2020-10-13 125.269997 121.099998 123.184998 262330500
## 2715 AAPL 2020-10-14 121.000000 121.190002 121.095001 150712000
## 2716 AAPL 2020-10-15 118.720001 120.709999 119.715000 112559200
## 2717 AAPL 2020-10-16 121.279999 119.019997 120.149998 115393800
## 2718 AAPL 2020-10-19 119.959999 115.980003 117.970001 120639300
## 2719 AAPL 2020-10-20 116.199997 117.510002 116.855000 124423700
## 2720 AAPL 2020-10-21 116.669998 116.870003 116.770000 89946000
## 2721 AAPL 2020-10-22 117.449997 115.750000 116.599998 101988000
## 2722 AAPL 2020-10-23 116.389999 115.040001 115.715000 82572600
## 2723 AAPL 2020-10-26 114.010002 115.050003 114.530003 111850700
## 2724 AAPL 2020-10-27 115.489998 116.599998 116.044998 92276800
## 2725 AAPL 2020-10-28 115.050003 111.199997 113.125000 143937800
## 2726 AAPL 2020-10-29 112.370003 115.320000 113.845001 146129200
## 2727 AAPL 2020-10-30 111.059998 108.860001 109.959999 190272600
## 2728 AAPL 2020-11-02 109.110001 108.769997 108.939999 122866900
## 2729 AAPL 2020-11-03 109.660004 110.440002 110.050003 107624400
## 2730 AAPL 2020-11-04 114.139999 114.949997 114.544998 138235500
## 2731 AAPL 2020-11-05 117.949997 119.029999 118.489998 126387100
## 2732 AAPL 2020-11-06 118.320000 118.690002 118.505001 114457900
## 2733 AAPL 2020-11-09 120.500000 116.320000 118.410000 154515300
## 2734 AAPL 2020-11-10 115.550003 115.970001 115.760002 138023400
## 2735 AAPL 2020-11-11 117.190002 119.489998 118.340000 112295000
## 2736 AAPL 2020-11-12 119.620003 119.209999 119.415001 103162300
## 2737 AAPL 2020-11-13 119.440002 119.260002 119.350002 81581900
## 2738 AAPL 2020-11-16 118.919998 120.300003 119.610001 91183000
## 2739 AAPL 2020-11-17 119.550003 119.389999 119.470001 74271000
## 2740 AAPL 2020-11-18 118.610001 118.029999 118.320000 76322100
## 2741 AAPL 2020-11-19 117.589996 118.639999 118.114998 74113000
## 2742 AAPL 2020-11-20 118.639999 117.339996 117.989998 73604300
## 2743 AAPL 2020-11-23 117.180000 113.849998 115.514999 127959300
## 2744 AAPL 2020-11-24 113.910004 115.169998 114.540001 113874200
## 2745 AAPL 2020-11-25 115.550003 116.029999 115.790001 76499200
## 2746 AAPL 2020-11-27 116.570000 116.589996 116.579998 46691300
## 2747 AAPL 2020-11-30 116.970001 119.050003 118.010002 169410200
## 2748 AAPL 2020-12-01 121.010002 122.720001 121.865002 127728200
## 2749 AAPL 2020-12-02 122.019997 123.080002 122.549999 89004200
## 2750 AAPL 2020-12-03 123.519997 122.940002 123.230000 78967600
## 2751 AAPL 2020-12-04 122.599998 122.250000 122.424999 78260400
## 2752 AAPL 2020-12-07 122.309998 123.750000 123.029999 86712000
## 2753 AAPL 2020-12-08 124.370003 124.379997 124.375000 82225500
## 2754 AAPL 2020-12-09 124.529999 121.779999 123.154999 115089200
## 2755 AAPL 2020-12-10 120.500000 123.239998 121.869999 81312200
## 2756 AAPL 2020-12-11 122.430000 122.410004 122.420002 86939800
## 2757 AAPL 2020-12-14 122.599998 121.779999 122.189999 79184500
## 2758 AAPL 2020-12-15 124.339996 127.879997 126.109997 157243700
## 2759 AAPL 2020-12-16 127.410004 127.809998 127.610001 98208600
## 2760 AAPL 2020-12-17 128.899994 128.699997 128.799995 94359800
## 2761 AAPL 2020-12-18 128.960007 126.660004 127.810005 192541500
## 2762 AAPL 2020-12-21 125.019997 128.229996 126.624996 121251600
## 2763 AAPL 2020-12-22 131.610001 131.880005 131.745003 168904800
## 2764 AAPL 2020-12-23 132.160004 130.960007 131.560005 88223700
## 2765 AAPL 2020-12-24 131.320007 131.970001 131.645004 54930100
## 2766 AAPL 2020-12-28 133.990005 136.690002 135.340004 124486200
## 2767 AAPL 2020-12-29 138.050003 134.869995 136.459999 121047300
## 2768 AAPL 2020-12-30 135.580002 133.720001 134.650002 96452100
## 2769 AAPL 2020-12-31 134.080002 132.690002 133.385002 99116600
## 2770 AAPL 2021-01-04 133.520004 129.410004 131.465004 143301900
## 2771 AAPL 2021-01-05 128.889999 131.009995 129.949997 97664900
## 2772 AAPL 2021-01-06 127.720001 126.599998 127.160000 155088000
## 2773 AAPL 2021-01-07 128.360001 130.919998 129.639999 109578200
## 2774 AAPL 2021-01-08 132.429993 132.050003 132.239998 105158200
## 2775 AAPL 2021-01-11 129.190002 128.979996 129.084999 100384500
## 2776 AAPL 2021-01-12 128.500000 128.800003 128.650002 91951100
## 2777 AAPL 2021-01-13 128.759995 130.889999 129.824997 88636800
## 2778 AAPL 2021-01-14 130.800003 128.910004 129.855003 90221800
## 2779 AAPL 2021-01-15 128.779999 127.139999 127.959999 111598500
## 2780 AAPL 2021-01-19 127.779999 127.830002 127.805000 90757300
## 2781 AAPL 2021-01-20 128.660004 132.029999 130.345001 104319500
## 2782 AAPL 2021-01-21 133.800003 136.869995 135.334999 120150900
## 2783 AAPL 2021-01-22 136.279999 139.070007 137.675003 114459400
## 2784 AAPL 2021-01-25 143.070007 142.919998 142.995003 157611700
## 2785 AAPL 2021-01-26 143.600006 143.160004 143.380005 98390600
## 2786 AAPL 2021-01-27 143.429993 142.059998 142.744995 140843800
## 2787 AAPL 2021-01-28 139.520004 137.089996 138.305000 142621100
## 2788 AAPL 2021-01-29 135.830002 131.960007 133.895004 177523800
## 2789 AAPL 2021-02-01 133.750000 134.139999 133.945000 106239800
## 2790 AAPL 2021-02-02 135.729996 134.990005 135.360001 83305400
## 2791 AAPL 2021-02-03 135.759995 133.940002 134.849998 89880900
## 2792 AAPL 2021-02-04 136.300003 137.389999 136.845001 84183100
## 2793 AAPL 2021-02-05 137.350006 136.759995 137.055000 75693800
## 2794 AAPL 2021-02-08 136.029999 136.910004 136.470001 71297200
## 2795 AAPL 2021-02-09 136.619995 136.009995 136.314995 76774200
## 2796 AAPL 2021-02-10 136.479996 135.389999 135.934998 73046600
## 2797 AAPL 2021-02-11 135.899994 135.130005 135.514999 64280000
## 2798 AAPL 2021-02-12 134.350006 135.369995 134.860001 60145100
## 2799 AAPL 2021-02-16 135.490005 133.190002 134.340004 80576300
## 2800 AAPL 2021-02-17 131.250000 130.839996 131.044998 97918500
## 2801 AAPL 2021-02-18 129.199997 129.710007 129.455002 96856700
## 2802 AAPL 2021-02-19 130.240005 129.869995 130.055000 87668800
## 2803 AAPL 2021-02-22 128.009995 126.000000 127.004997 103916400
## 2804 AAPL 2021-02-23 123.760002 125.860001 124.810001 158273000
## 2805 AAPL 2021-02-24 124.940002 125.349998 125.145000 111039900
## 2806 AAPL 2021-02-25 124.680000 120.989998 122.834999 148199500
## 2807 AAPL 2021-02-26 122.589996 121.260002 121.924999 164560400
## 2808 AAPL 2021-03-01 123.750000 127.790001 125.770000 116307900
## 2809 AAPL 2021-03-02 128.410004 125.120003 126.765003 102260900
## 2810 AAPL 2021-03-03 124.809998 122.059998 123.434998 112966300
## 2811 AAPL 2021-03-04 121.750000 120.129997 120.939999 178155000
## 2812 AAPL 2021-03-05 120.980003 121.419998 121.200001 153766600
## 2813 AAPL 2021-03-08 120.930000 116.360001 118.645000 154376600
## 2814 AAPL 2021-03-09 119.029999 121.089996 120.059998 129525800
## 2815 AAPL 2021-03-10 121.690002 119.980003 120.835003 111943300
## 2816 AAPL 2021-03-11 122.540001 121.959999 122.250000 103026500
## 2817 AAPL 2021-03-12 120.400002 121.029999 120.715000 88105100
## 2818 AAPL 2021-03-15 121.410004 123.989998 122.700001 92403800
## 2819 AAPL 2021-03-16 125.699997 125.570000 125.634998 115227900
## 2820 AAPL 2021-03-17 124.050003 124.760002 124.405003 111932600
## 2821 AAPL 2021-03-18 122.879997 120.529999 121.704998 121229700
## 2822 AAPL 2021-03-19 119.900002 119.989998 119.945000 185549500
## 2823 AAPL 2021-03-22 120.330002 123.389999 121.860001 111912300
## 2824 AAPL 2021-03-23 123.330002 122.540001 122.935001 95467100
## 2825 AAPL 2021-03-24 122.820000 120.089996 121.454998 88530500
## 2826 AAPL 2021-03-25 119.540001 120.589996 120.064999 98844700
## 2827 AAPL 2021-03-26 120.349998 121.209999 120.779999 94071200
## 2828 AAPL 2021-03-29 121.650002 121.389999 121.520000 80819200
## 2829 AAPL 2021-03-30 120.110001 119.900002 120.005001 85671900
## 2830 AAPL 2021-03-31 121.650002 122.150002 121.900002 118323800
## 2831 AAPL 2021-04-01 123.660004 123.000000 123.330002 75089100
## 2832 AAPL 2021-04-05 123.870003 125.900002 124.885002 88651200
## 2833 AAPL 2021-04-06 126.500000 126.209999 126.355000 80171300
## 2834 AAPL 2021-04-07 125.830002 127.900002 126.865002 83466700
## 2835 AAPL 2021-04-08 128.949997 130.360001 129.654999 88844600
## 2836 AAPL 2021-04-09 129.800003 133.000000 131.400002 106686700
## 2837 AAPL 2021-04-12 132.520004 131.240005 131.880005 91420000
## 2838 AAPL 2021-04-13 132.440002 134.429993 133.434998 91266500
## 2839 AAPL 2021-04-14 134.940002 132.029999 133.485001 87222800
## 2840 AAPL 2021-04-15 133.820007 134.500000 134.160004 89347100
## 2841 AAPL 2021-04-16 134.300003 134.160004 134.230003 84922400
## 2842 AAPL 2021-04-19 133.509995 134.839996 134.174995 94264200
## 2843 AAPL 2021-04-20 135.020004 133.110001 134.065002 94812300
## 2844 AAPL 2021-04-21 132.360001 133.500000 132.930000 68847100
## 2845 AAPL 2021-04-22 133.039993 131.940002 132.489998 84566500
## 2846 AAPL 2021-04-23 132.160004 134.320007 133.240005 78657500
## 2847 AAPL 2021-04-26 134.830002 134.720001 134.775002 66905100
## 2848 AAPL 2021-04-27 135.009995 134.389999 134.699997 66015800
## 2849 AAPL 2021-04-28 134.309998 133.580002 133.945000 107760100
## 2850 AAPL 2021-04-29 136.470001 133.479996 134.974998 151101000
## 2851 AAPL 2021-04-30 131.779999 131.460007 131.620003 109839500
## 2852 AAPL 2021-05-03 132.039993 132.539993 132.289993 75135100
## 2853 AAPL 2021-05-04 131.190002 127.849998 129.520000 137564700
## 2854 AAPL 2021-05-05 129.199997 128.100006 128.650002 84000900
## 2855 AAPL 2021-05-06 127.889999 129.740005 128.815002 78128300
## 2856 AAPL 2021-05-07 130.850006 130.210007 130.530006 78973300
## 2857 AAPL 2021-05-10 129.410004 126.849998 128.130001 88071200
## 2858 AAPL 2021-05-11 123.500000 125.910004 124.705002 126142800
## 2859 AAPL 2021-05-12 123.400002 122.769997 123.084999 112172300
## 2860 AAPL 2021-05-13 124.580002 124.970001 124.775002 105861300
## 2861 AAPL 2021-05-14 126.250000 127.449997 126.849998 81918000
## 2862 AAPL 2021-05-17 126.820000 126.269997 126.544998 74244600
## 2863 AAPL 2021-05-18 126.559998 124.849998 125.704998 63342900
## 2864 AAPL 2021-05-19 123.160004 124.690002 123.925003 92612000
## 2865 AAPL 2021-05-20 125.230003 127.309998 126.270000 76857100
## 2866 AAPL 2021-05-21 127.820000 125.430000 126.625000 79295400
## 2867 AAPL 2021-05-24 126.010002 127.099998 126.555000 63092900
## 2868 AAPL 2021-05-25 127.820000 126.900002 127.360001 72009500
## 2869 AAPL 2021-05-26 126.959999 126.849998 126.904999 56575900
## 2870 AAPL 2021-05-27 126.440002 125.279999 125.860001 94625600
## 2871 AAPL 2021-05-28 125.570000 124.610001 125.090000 71311100
## 2872 AAPL 2021-06-01 125.080002 124.279999 124.680000 67637100
## 2873 AAPL 2021-06-02 124.279999 125.059998 124.669998 59278900
## 2874 AAPL 2021-06-03 124.680000 123.540001 124.110001 76229200
## 2875 AAPL 2021-06-04 124.070000 125.889999 124.980000 75169300
## 2876 AAPL 2021-06-07 126.169998 125.900002 126.035000 71057600
## 2877 AAPL 2021-06-08 126.599998 126.739998 126.669998 74403800
## 2878 AAPL 2021-06-09 127.209999 127.129997 127.169998 56877900
## 2879 AAPL 2021-06-10 127.019997 126.110001 126.564999 71186400
## 2880 AAPL 2021-06-11 126.529999 127.349998 126.939999 53522400
## 2881 AAPL 2021-06-14 127.820000 130.479996 129.149998 96906500
## 2882 AAPL 2021-06-15 129.940002 129.639999 129.790001 62746300
## 2883 AAPL 2021-06-16 130.369995 130.149994 130.259995 91815000
## 2884 AAPL 2021-06-17 129.800003 131.789993 130.794998 96721700
## 2885 AAPL 2021-06-18 130.710007 130.460007 130.585007 108953300
## 2886 AAPL 2021-06-21 130.300003 132.300003 131.300003 79663300
## 2887 AAPL 2021-06-22 132.130005 133.979996 133.055000 74783600
## 2888 AAPL 2021-06-23 133.770004 133.699997 133.735001 60214200
## 2889 AAPL 2021-06-24 134.449997 133.410004 133.930000 68711000
## 2890 AAPL 2021-06-25 133.460007 133.110001 133.285004 70783700
## 2891 AAPL 2021-06-28 133.410004 134.779999 134.095001 62111300
## 2892 AAPL 2021-06-29 134.800003 136.330002 135.565002 64556100
## 2893 AAPL 2021-06-30 136.169998 136.960007 136.565002 63261400
## 2894 AAPL 2021-07-01 136.600006 137.270004 136.935005 52485800
## 2895 AAPL 2021-07-02 137.899994 139.960007 138.930000 78852600
## 2896 AAPL 2021-07-06 140.070007 142.020004 141.045006 108181800
## 2897 AAPL 2021-07-07 143.539993 144.570007 144.055000 104911600
## 2898 AAPL 2021-07-08 141.580002 143.240005 142.410004 105575500
## 2899 AAPL 2021-07-09 142.750000 145.110001 143.930000 99890800
## 2900 AAPL 2021-07-12 146.210007 144.500000 145.355003 76299700
## 2901 AAPL 2021-07-13 144.029999 145.639999 144.834999 100827100
## 2902 AAPL 2021-07-14 148.100006 149.149994 148.625000 127050800
## 2903 AAPL 2021-07-15 149.240005 148.479996 148.860001 106820300
## 2904 AAPL 2021-07-16 148.460007 146.389999 147.425003 93251400
## 2905 AAPL 2021-07-19 143.750000 142.449997 143.099998 121434600
## 2906 AAPL 2021-07-20 143.460007 146.149994 144.805000 96350000
## 2907 AAPL 2021-07-21 145.529999 145.399994 145.464996 74993500
## 2908 AAPL 2021-07-22 145.940002 146.800003 146.370003 77338200
## 2909 AAPL 2021-07-23 147.550003 148.559998 148.055000 71447400
## 2910 AAPL 2021-07-26 148.270004 148.990005 148.630005 72434100
## 2911 AAPL 2021-07-27 149.119995 146.770004 147.945000 104818600
## 2912 AAPL 2021-07-28 144.809998 144.979996 144.894997 118931200
## 2913 AAPL 2021-07-29 144.690002 145.639999 145.165001 56699500
## 2914 AAPL 2021-07-30 144.380005 145.860001 145.120003 70440600
## 2915 AAPL 2021-08-02 146.360001 145.520004 145.940002 62880000
## 2916 AAPL 2021-08-03 145.809998 147.360001 146.584999 64786600
## 2917 AAPL 2021-08-04 147.270004 146.949997 147.110001 56368300
## 2918 AAPL 2021-08-05 146.979996 147.059998 147.019997 46397700
## 2919 AAPL 2021-08-06 146.350006 146.139999 146.245003 54126800
## 2920 AAPL 2021-08-09 146.199997 146.089996 146.144997 48908700
## 2921 AAPL 2021-08-10 146.440002 145.600006 146.020004 69023100
## 2922 AAPL 2021-08-11 146.050003 145.860001 145.955002 48493500
## 2923 AAPL 2021-08-12 146.190002 148.889999 147.540001 72282600
## 2924 AAPL 2021-08-13 148.970001 149.100006 149.035004 59375000
## 2925 AAPL 2021-08-16 148.539993 151.119995 149.829994 103296000
## 2926 AAPL 2021-08-17 150.229996 150.190002 150.209999 92229700
## 2927 AAPL 2021-08-18 149.800003 146.360001 148.080002 86326000
## 2928 AAPL 2021-08-19 145.029999 146.699997 145.864998 86960300
## 2929 AAPL 2021-08-20 147.440002 148.190002 147.815002 60549600
## 2930 AAPL 2021-08-23 148.309998 149.710007 149.010002 60131800
## 2931 AAPL 2021-08-24 149.449997 149.619995 149.534996 48606400
## 2932 AAPL 2021-08-25 149.809998 148.360001 149.084999 58991300
## 2933 AAPL 2021-08-26 148.350006 147.539993 147.945000 48597200
## 2934 AAPL 2021-08-27 147.479996 148.600006 148.040001 55802400
## 2935 AAPL 2021-08-30 149.000000 153.119995 151.059998 90956700
## 2936 AAPL 2021-08-31 152.660004 151.830002 152.245003 86453100
## 2937 AAPL 2021-09-01 152.830002 152.509995 152.669998 80313700
## 2938 AAPL 2021-09-02 153.869995 153.649994 153.759995 71115500
## 2939 AAPL 2021-09-03 153.759995 154.300003 154.029999 57808700
## 2940 AAPL 2021-09-07 154.970001 156.690002 155.830002 82278300
## 2941 AAPL 2021-09-08 156.979996 155.110001 156.044998 74420200
## 2942 AAPL 2021-09-09 155.490005 154.070007 154.780006 57305700
## 2943 AAPL 2021-09-10 155.000000 148.970001 151.985001 140893200
## 2944 AAPL 2021-09-13 150.630005 149.550003 150.090004 102404300
## 2945 AAPL 2021-09-14 150.350006 148.119995 149.235001 109296300
## 2946 AAPL 2021-09-15 148.559998 149.029999 148.794998 83281300
## 2947 AAPL 2021-09-16 148.440002 148.789993 148.614998 68034100
## 2948 AAPL 2021-09-17 148.820007 146.059998 147.440002 129868800
## 2949 AAPL 2021-09-20 143.800003 142.940002 143.370003 123478900
## 2950 AAPL 2021-09-21 143.929993 143.429993 143.679993 75834000
## 2951 AAPL 2021-09-22 144.449997 145.850006 145.150002 76404300
## 2952 AAPL 2021-09-23 146.649994 146.830002 146.739998 64838200
## 2953 AAPL 2021-09-24 145.660004 146.919998 146.290001 53477900
## 2954 AAPL 2021-09-27 145.470001 145.369995 145.419998 74150700
## 2955 AAPL 2021-09-28 143.250000 141.910004 142.580002 108972300
## 2956 AAPL 2021-09-29 142.470001 142.830002 142.650002 74602000
## 2957 AAPL 2021-09-30 143.660004 141.500000 142.580002 89056700
## 2958 AAPL 2021-10-01 141.899994 142.649994 142.274994 94639600
## 2959 AAPL 2021-10-04 141.759995 139.139999 140.449997 98322000
## 2960 AAPL 2021-10-05 139.490005 141.110001 140.300003 80861100
## 2961 AAPL 2021-10-06 139.470001 142.000000 140.735001 83221100
## 2962 AAPL 2021-10-07 143.059998 143.289993 143.174995 61732700
## 2963 AAPL 2021-10-08 144.029999 142.899994 143.464996 58773200
## 2964 AAPL 2021-10-11 142.270004 142.809998 142.540001 64452200
## 2965 AAPL 2021-10-12 143.229996 141.509995 142.369995 73035900
## 2966 AAPL 2021-10-13 141.240005 140.910004 141.075005 78762700
## 2967 AAPL 2021-10-14 142.110001 143.759995 142.934998 69907100
## 2968 AAPL 2021-10-15 143.770004 144.839996 144.305000 67940300
## 2969 AAPL 2021-10-18 143.449997 146.550003 145.000000 85589200
## 2970 AAPL 2021-10-19 147.009995 148.759995 147.884995 76378900
## 2971 AAPL 2021-10-20 148.699997 149.259995 148.979996 58418800
## 2972 AAPL 2021-10-21 148.809998 149.479996 149.144997 61421000
## 2973 AAPL 2021-10-22 149.690002 148.690002 149.190002 58883400
## 2974 AAPL 2021-10-25 148.679993 148.639999 148.659996 50720600
## 2975 AAPL 2021-10-26 149.330002 149.320007 149.325005 60893400
## 2976 AAPL 2021-10-27 149.360001 148.850006 149.105003 56094900
## 2977 AAPL 2021-10-28 149.820007 152.570007 151.195007 100077900
## 2978 AAPL 2021-10-29 147.220001 149.800003 148.510002 124953200
## 2979 AAPL 2021-11-01 148.990005 148.960007 148.975006 74588300
## 2980 AAPL 2021-11-02 148.660004 150.020004 149.340004 69122000
## 2981 AAPL 2021-11-03 150.389999 151.490005 150.940002 54511500
## 2982 AAPL 2021-11-04 151.580002 150.960007 151.270004 60394600
## 2983 AAPL 2021-11-05 151.889999 151.279999 151.584999 65463900
## 2984 AAPL 2021-11-08 151.410004 150.440002 150.925003 55020900
## 2985 AAPL 2021-11-09 150.199997 150.809998 150.504997 56787900
## 2986 AAPL 2021-11-10 150.020004 147.919998 148.970001 65187100
## 2987 AAPL 2021-11-11 148.960007 147.869995 148.415001 41000000
## 2988 AAPL 2021-11-12 148.429993 149.990005 149.209999 63804000
## 2989 AAPL 2021-11-15 150.369995 150.000000 150.184998 59222800
## 2990 AAPL 2021-11-16 149.940002 151.000000 150.470001 59256200
## 2991 AAPL 2021-11-17 151.000000 153.490005 152.245003 88807000
## 2992 AAPL 2021-11-18 153.710007 157.869995 155.790001 137827700
## 2993 AAPL 2021-11-19 157.649994 160.550003 159.099998 117305600
## 2994 AAPL 2021-11-22 161.679993 161.020004 161.349998 117467900
## 2995 AAPL 2021-11-23 161.119995 161.410004 161.264999 96041900
## 2996 AAPL 2021-11-24 160.750000 161.940002 161.345001 69463600
## 2997 AAPL 2021-11-26 159.570007 156.809998 158.190002 76959800
## 2998 AAPL 2021-11-29 159.369995 160.240005 159.805000 88748200
## 2999 AAPL 2021-11-30 159.990005 165.300003 162.645004 174048100
## 3000 AAPL 2021-12-01 167.479996 164.770004 166.125000 152052500
## 3001 AAPL 2021-12-02 158.740005 163.759995 161.250000 136739200
## 3002 AAPL 2021-12-03 164.020004 161.839996 162.930000 118023100
## 3003 AAPL 2021-12-06 164.289993 165.320007 164.805000 107497000
## 3004 AAPL 2021-12-07 169.080002 171.179993 170.129997 120405400
## 3005 AAPL 2021-12-08 172.130005 175.080002 173.605003 116998900
## 3006 AAPL 2021-12-09 174.910004 174.559998 174.735001 108923700
## 3007 AAPL 2021-12-10 175.210007 179.449997 177.330002 115402700
## 3008 AAPL 2021-12-13 181.119995 175.740005 178.430000 153237000
## 3009 AAPL 2021-12-14 175.250000 174.330002 174.790001 139380400
## 3010 AAPL 2021-12-15 175.110001 179.300003 177.205002 131063300
## 3011 AAPL 2021-12-16 179.279999 172.259995 175.769997 150185800
## 3012 AAPL 2021-12-17 169.929993 171.139999 170.534996 195432700
## 3013 AAPL 2021-12-20 168.279999 169.750000 169.014999 107499100
## 3014 AAPL 2021-12-21 171.559998 172.990005 172.275002 91185900
## 3015 AAPL 2021-12-22 173.039993 175.639999 174.339996 92135300
## 3016 AAPL 2021-12-23 175.850006 176.279999 176.065002 68356600
## 3017 AAPL 2021-12-27 177.089996 180.330002 178.709999 74919600
## 3018 AAPL 2021-12-28 180.160004 179.289993 179.724998 79144300
## 3019 AAPL 2021-12-29 179.330002 179.380005 179.355003 62348900
## 3020 AAPL 2021-12-30 179.470001 178.199997 178.834999 59773000
## 3021 AAPL 2021-12-31 178.089996 177.570007 177.830002 64062300
## 3022 AAPL 2022-01-03 177.830002 182.009995 179.919998 104487900
## 3023 AAPL 2022-01-04 182.630005 179.699997 181.165001 99310400
## 3024 AAPL 2022-01-05 179.610001 174.919998 177.264999 94537600
## 3025 AAPL 2022-01-06 172.699997 172.000000 172.349998 96904000
## 3026 AAPL 2022-01-07 172.889999 172.169998 172.529999 86709100
## 3027 AAPL 2022-01-10 169.080002 172.190002 170.635002 106765600
## 3028 AAPL 2022-01-11 172.320007 175.080002 173.700005 76138300
## 3029 AAPL 2022-01-12 176.119995 175.529999 175.824997 74805200
## 3030 AAPL 2022-01-13 175.779999 172.190002 173.985001 84505800
## 3031 AAPL 2022-01-14 171.339996 173.070007 172.205002 80440800
## 3032 AAPL 2022-01-18 171.509995 169.800003 170.654999 90956700
## 3033 AAPL 2022-01-19 170.000000 166.229996 168.114998 94815000
## 3034 AAPL 2022-01-20 166.979996 164.509995 165.744995 91420500
## 3035 AAPL 2022-01-21 164.419998 162.410004 163.415001 122848900
## 3036 AAPL 2022-01-24 160.020004 161.619995 160.820000 162294600
## 3037 AAPL 2022-01-25 158.979996 159.779999 159.379997 115798400
## 3038 AAPL 2022-01-26 163.500000 159.690002 161.595001 108275300
## 3039 AAPL 2022-01-27 162.449997 159.220001 160.834999 121954600
## 3040 AAPL 2022-01-28 165.710007 170.330002 168.020004 179935700
## 3041 AAPL 2022-01-31 170.160004 174.779999 172.470001 115541600
## 3042 AAPL 2022-02-01 174.009995 174.610001 174.309998 86213900
## 3043 AAPL 2022-02-02 174.750000 175.839996 175.294998 84914300
## 3044 AAPL 2022-02-03 174.479996 172.899994 173.689995 89418100
## 3045 AAPL 2022-02-04 171.679993 172.389999 172.034996 82465400
## 3046 AAPL 2022-02-07 172.860001 171.660004 172.260002 77251200
## 3047 AAPL 2022-02-08 171.729996 174.830002 173.279999 74829200
## 3048 AAPL 2022-02-09 176.050003 176.279999 176.165001 71285000
## 3049 AAPL 2022-02-10 174.139999 172.119995 173.129997 90865900
## 3050 AAPL 2022-02-11 172.330002 168.639999 170.485001 98670700
## 3051 AAPL 2022-02-14 167.369995 168.880005 168.125000 86185500
## 3052 AAPL 2022-02-15 170.970001 172.789993 171.879997 62527400
## 3053 AAPL 2022-02-16 171.850006 172.550003 172.200005 61177400
## 3054 AAPL 2022-02-17 171.029999 168.880005 169.955002 69589300
## 3055 AAPL 2022-02-18 169.820007 167.300003 168.560005 82772700
## 3056 AAPL 2022-02-22 164.979996 164.320007 164.650002 91162800
## 3057 AAPL 2022-02-23 165.539993 160.070007 162.805000 90009200
## 3058 AAPL 2022-02-24 152.580002 162.740005 157.660004 141147500
## 3059 AAPL 2022-02-25 163.839996 164.850006 164.345001 91974200
## 3060 AAPL 2022-02-28 163.059998 165.119995 164.089996 95056600
## 3061 AAPL 2022-03-01 164.699997 163.199997 163.949997 83474400
## 3062 AAPL 2022-03-02 164.389999 166.559998 165.474998 79724800
## 3063 AAPL 2022-03-03 168.470001 166.229996 167.349998 76678400
## 3064 AAPL 2022-03-04 164.490005 163.169998 163.830002 83737200
## 3065 AAPL 2022-03-07 163.360001 159.300003 161.330002 96418800
## 3066 AAPL 2022-03-08 158.820007 157.440002 158.130005 131148300
## 3067 AAPL 2022-03-09 161.479996 162.949997 162.214996 91454900
## 3068 AAPL 2022-03-10 160.199997 158.520004 159.360001 105342000
## 3069 AAPL 2022-03-11 158.929993 154.729996 156.829994 96970100
## 3070 AAPL 2022-03-14 151.449997 150.619995 151.034996 108732100
## 3071 AAPL 2022-03-15 150.899994 155.089996 152.994995 92964300
## 3072 AAPL 2022-03-16 157.050003 159.589996 158.320000 102300200
## 3073 AAPL 2022-03-17 158.610001 160.619995 159.614998 75615400
## 3074 AAPL 2022-03-18 160.509995 163.979996 162.244995 123511700
## 3075 AAPL 2022-03-21 163.509995 165.380005 164.445000 95811400
## 3076 AAPL 2022-03-22 165.509995 168.820007 167.165001 81532000
## 3077 AAPL 2022-03-23 167.990005 170.210007 169.100006 98062700
## 3078 AAPL 2022-03-24 171.059998 174.070007 172.565002 90131400
## 3079 AAPL 2022-03-25 173.880005 174.720001 174.300003 80546200
## 3080 AAPL 2022-03-28 172.169998 175.600006 173.885002 90371900
## 3081 AAPL 2022-03-29 176.690002 178.960007 177.825005 100589400
## 3082 AAPL 2022-03-30 178.550003 177.770004 178.160004 92633200
## 3083 AAPL 2022-03-31 177.839996 174.610001 176.224998 103049300
## 3084 AAPL 2022-04-01 174.029999 174.309998 174.169998 78751300
## 3085 AAPL 2022-04-04 174.570007 178.440002 176.505005 76468400
## 3086 AAPL 2022-04-05 177.500000 175.059998 176.279999 73401800
## 3087 AAPL 2022-04-06 172.360001 171.830002 172.095001 89058800
## 3088 AAPL 2022-04-07 171.160004 172.139999 171.650002 77594700
## 3089 AAPL 2022-04-08 171.779999 170.089996 170.934998 76575500
## 3090 AAPL 2022-04-11 168.710007 165.750000 167.230003 72246700
## 3091 AAPL 2022-04-12 168.020004 167.660004 167.840004 79265200
## 3092 AAPL 2022-04-13 167.389999 170.399994 168.894997 70618900
## 3093 AAPL 2022-04-14 170.619995 165.289993 167.954994 75329400
## 3094 AAPL 2022-04-18 163.919998 165.070007 164.495003 69023900
## 3095 AAPL 2022-04-19 165.020004 167.399994 166.209999 67723800
## 3096 AAPL 2022-04-20 168.759995 167.229996 167.994995 67929800
## 3097 AAPL 2022-04-21 168.910004 166.419998 167.665001 87227800
## 3098 AAPL 2022-04-22 166.460007 161.789993 164.125000 84882400
## 3099 AAPL 2022-04-25 161.119995 162.880005 162.000000 96046400
## 3100 AAPL 2022-04-26 162.250000 156.800003 159.525002 95623200
## 3101 AAPL 2022-04-27 155.910004 156.570007 156.240005 88063200
## 3102 AAPL 2022-04-28 159.250000 163.639999 161.445000 130216800
## 3103 AAPL 2022-04-29 161.839996 157.649994 159.744995 131747600
## 3104 AAPL 2022-05-02 156.710007 157.960007 157.335007 123055300
## 3105 AAPL 2022-05-03 158.149994 159.479996 158.814995 88966500
## 3106 AAPL 2022-05-04 159.669998 166.020004 162.845001 108256500
## 3107 AAPL 2022-05-05 163.850006 156.770004 160.310005 130525300
## 3108 AAPL 2022-05-06 156.009995 157.279999 156.644997 116124600
## 3109 AAPL 2022-05-09 154.929993 152.059998 153.494995 131577900
## 3110 AAPL 2022-05-10 155.520004 154.509995 155.014999 115366700
## 3111 AAPL 2022-05-11 153.500000 146.500000 150.000000 142689800
## 3112 AAPL 2022-05-12 142.770004 142.559998 142.665001 182602000
## 3113 AAPL 2022-05-13 144.589996 147.110001 145.849998 113990900
## 3114 AAPL 2022-05-16 145.550003 145.539993 145.544998 86643800
## 3115 AAPL 2022-05-17 148.860001 149.240005 149.050003 78336300
## 3116 AAPL 2022-05-18 146.850006 140.820007 143.835007 109742900
## 3117 AAPL 2022-05-19 139.880005 137.350006 138.615005 136095600
## 3118 AAPL 2022-05-20 139.089996 137.589996 138.339996 137426100
## 3119 AAPL 2022-05-23 137.789993 143.110001 140.449997 117726300
## 3120 AAPL 2022-05-24 140.809998 140.360001 140.584999 104132700
## 3121 AAPL 2022-05-25 138.429993 140.520004 139.474998 92482700
## 3122 AAPL 2022-05-26 137.389999 143.779999 140.584999 90601500
## 3123 AAPL 2022-05-27 145.389999 149.639999 147.514999 90978500
## 3124 AAPL 2022-05-31 149.070007 148.839996 148.955002 103718400
## 3125 AAPL 2022-06-01 149.899994 148.710007 149.305000 74286600
## 3126 AAPL 2022-06-02 147.830002 151.210007 149.520004 72348100
## 3127 AAPL 2022-06-03 146.899994 145.380005 146.139999 88570300
## 3128 AAPL 2022-06-06 147.029999 146.139999 146.584999 71598400
## 3129 AAPL 2022-06-07 144.350006 148.710007 146.530006 67808200
## 3130 AAPL 2022-06-08 148.580002 147.960007 148.270004 53950200
## 3131 AAPL 2022-06-09 147.080002 142.639999 144.860001 69473000
## 3132 AAPL 2022-06-10 140.279999 137.130005 138.705002 91437900
## 3133 AAPL 2022-06-13 132.869995 131.880005 132.375000 122207100
## 3134 AAPL 2022-06-14 133.130005 132.759995 132.945000 84784300
## 3135 AAPL 2022-06-15 134.289993 135.429993 134.859993 91533000
## 3136 AAPL 2022-06-16 132.080002 130.059998 131.070000 108123900
## 3137 AAPL 2022-06-17 130.070007 131.559998 130.815002 134520300
## 3138 AAPL 2022-06-21 133.419998 135.869995 134.644997 81000500
## 3139 AAPL 2022-06-22 134.789993 135.350006 135.070000 73409200
## 3140 AAPL 2022-06-23 136.820007 138.270004 137.545006 72433800
## 3141 AAPL 2022-06-24 139.899994 141.660004 140.779999 89116800
## 3142 AAPL 2022-06-27 142.699997 141.660004 142.180000 70207900
## 3143 AAPL 2022-06-28 142.130005 137.440002 139.785004 67083400
## 3144 AAPL 2022-06-29 137.460007 139.229996 138.345001 66242400
## 3145 AAPL 2022-06-30 137.250000 136.720001 136.985001 98964500
## 3146 AAPL 2022-07-01 136.039993 138.929993 137.484993 71051600
## 3147 AAPL 2022-07-05 137.770004 141.559998 139.665001 73353800
## 3148 AAPL 2022-07-06 141.350006 142.919998 142.135002 74064300
## 3149 AAPL 2022-07-07 143.289993 146.350006 144.820000 66253700
## 3150 AAPL 2022-07-08 145.259995 147.039993 146.149994 64547800
## 3151 AAPL 2022-07-11 145.669998 144.869995 145.269997 63141600
## 3152 AAPL 2022-07-12 145.759995 145.860001 145.809998 77588800
## 3153 AAPL 2022-07-13 142.990005 145.490005 144.240005 71185600
## 3154 AAPL 2022-07-14 144.080002 148.470001 146.275002 78140700
## 3155 AAPL 2022-07-15 149.779999 150.169998 149.974998 76259900
## 3156 AAPL 2022-07-18 150.740005 147.070007 148.905006 81420900
## 3157 AAPL 2022-07-19 147.919998 151.000000 149.459999 82982400
## 3158 AAPL 2022-07-20 151.119995 153.039993 152.079994 64823400
## 3159 AAPL 2022-07-21 154.500000 155.350006 154.925003 65086600
## 3160 AAPL 2022-07-22 155.389999 154.089996 154.739998 66675400
## 3161 AAPL 2022-07-25 154.009995 152.949997 153.479996 53623900
## 3162 AAPL 2022-07-26 152.259995 151.600006 151.930000 55138700
## 3163 AAPL 2022-07-27 152.580002 156.789993 154.684998 78620700
## 3164 AAPL 2022-07-28 156.979996 157.350006 157.165001 81378700
## 3165 AAPL 2022-07-29 161.240005 162.509995 161.875000 101786900
## 3166 AAPL 2022-08-01 161.009995 161.509995 161.259995 67829400
## 3167 AAPL 2022-08-02 160.100006 160.009995 160.055000 59907000
## 3168 AAPL 2022-08-03 160.839996 166.130005 163.485001 82507500
## 3169 AAPL 2022-08-04 166.009995 165.809998 165.909996 55474100
## 3170 AAPL 2022-08-05 163.210007 165.350006 164.280006 56697000
## 3171 AAPL 2022-08-08 166.369995 164.869995 165.619995 60276900
## 3172 AAPL 2022-08-09 164.020004 164.919998 164.470001 63135500
## 3173 AAPL 2022-08-10 167.679993 169.240005 168.459999 70170500
## 3174 AAPL 2022-08-11 170.059998 168.490005 169.275002 57149200
## 3175 AAPL 2022-08-12 169.820007 172.100006 170.960007 68039400
## 3176 AAPL 2022-08-15 171.520004 173.190002 172.355003 54091700
## 3177 AAPL 2022-08-16 172.779999 173.029999 172.904999 56377100
## 3178 AAPL 2022-08-17 172.770004 174.550003 173.660004 79542000
## 3179 AAPL 2022-08-18 173.750000 174.149994 173.949997 62290100
## 3180 AAPL 2022-08-19 173.029999 171.520004 172.275002 70346300
## 3181 AAPL 2022-08-22 169.690002 167.570007 168.630005 69026800
## 3182 AAPL 2022-08-23 167.080002 167.229996 167.154999 54147100
## 3183 AAPL 2022-08-24 167.320007 167.529999 167.425003 53841500
## 3184 AAPL 2022-08-25 168.779999 170.029999 169.404999 51218200
## 3185 AAPL 2022-08-26 170.570007 163.619995 167.095001 78961000
## 3186 AAPL 2022-08-29 161.149994 161.380005 161.264999 73314000
## 3187 AAPL 2022-08-30 162.130005 158.910004 160.520004 77906200
## 3188 AAPL 2022-08-31 160.309998 157.220001 158.764999 87991100
## 3189 AAPL 2022-09-01 156.639999 157.960007 157.300003 74229900
## 3190 AAPL 2022-09-02 159.750000 155.809998 157.779999 76957800
## 3191 AAPL 2022-09-06 156.470001 154.529999 155.500000 73714800
## 3192 AAPL 2022-09-07 154.820007 155.960007 155.390007 87449600
## 3193 AAPL 2022-09-08 154.639999 154.460007 154.550003 84923800
## 3194 AAPL 2022-09-09 155.470001 157.369995 156.419998 68028800
## 3195 AAPL 2022-09-12 159.589996 163.429993 161.509995 104956000
## 3196 AAPL 2022-09-13 159.899994 153.839996 156.869995 122656600
## 3197 AAPL 2022-09-14 154.789993 155.309998 155.049995 87965400
## 3198 AAPL 2022-09-15 154.649994 152.369995 153.509995 90481100
## 3199 AAPL 2022-09-16 151.210007 150.699997 150.955002 162278800
## 3200 AAPL 2022-09-19 149.309998 154.479996 151.894997 81474200
## 3201 AAPL 2022-09-20 153.399994 156.899994 155.149994 107689800
## 3202 AAPL 2022-09-21 157.339996 153.720001 155.529999 101696800
## 3203 AAPL 2022-09-22 152.380005 152.740005 152.560005 86652500
## 3204 AAPL 2022-09-23 151.190002 150.429993 150.809998 96029900
## 3205 AAPL 2022-09-26 149.660004 150.770004 150.215004 93339400
## 3206 AAPL 2022-09-27 152.740005 151.759995 152.250000 84442700
## 3207 AAPL 2022-09-28 147.639999 149.839996 148.739998 146691400
## 3208 AAPL 2022-09-29 146.100006 142.479996 144.290001 128138200
## 3209 AAPL 2022-09-30 141.279999 138.199997 139.739998 124925300
## 3210 AAPL 2022-10-03 138.210007 142.449997 140.330002 114311700
## 3211 AAPL 2022-10-04 145.029999 146.100006 145.565002 87830100
## 3212 AAPL 2022-10-05 144.070007 146.399994 145.235001 79471000
## 3213 AAPL 2022-10-06 145.809998 145.429993 145.619995 68402200
## 3214 AAPL 2022-10-07 142.539993 140.089996 141.314995 85925600
## 3215 AAPL 2022-10-10 140.419998 140.419998 140.419998 74899000
## 3216 AAPL 2022-10-11 139.899994 138.979996 139.439995 77033700
## 3217 AAPL 2022-10-12 139.130005 138.339996 138.735001 70433700
## 3218 AAPL 2022-10-13 134.990005 142.990005 138.990005 113224000
## 3219 AAPL 2022-10-14 144.309998 138.380005 141.345001 88598000
## 3220 AAPL 2022-10-17 141.070007 142.410004 141.740005 85250900
## 3221 AAPL 2022-10-18 145.490005 143.750000 144.620003 99136600
## 3222 AAPL 2022-10-19 141.690002 143.860001 142.775002 61758300
## 3223 AAPL 2022-10-20 143.020004 143.389999 143.205002 64522000
## 3224 AAPL 2022-10-21 142.869995 147.270004 145.070000 86548600
## 3225 AAPL 2022-10-24 147.190002 149.449997 148.320000 75981900
## 3226 AAPL 2022-10-25 150.089996 152.339996 151.214996 74732300
## 3227 AAPL 2022-10-26 150.960007 149.350006 150.155006 88194300
## 3228 AAPL 2022-10-27 148.070007 144.800003 146.435005 109180200
## 3229 AAPL 2022-10-28 148.199997 155.740005 151.970001 164762400
## 3230 AAPL 2022-10-31 153.160004 153.339996 153.250000 97943200
## 3231 AAPL 2022-11-01 155.080002 150.649994 152.864998 80379300
## 3232 AAPL 2022-11-02 148.949997 145.029999 146.989998 93604600
## 3233 AAPL 2022-11-03 142.059998 138.880005 140.470001 97918500
## 3234 AAPL 2022-11-04 142.089996 138.380005 140.235001 140814800
## 3235 AAPL 2022-11-07 137.110001 138.919998 138.014999 83374600
## 3236 AAPL 2022-11-08 140.410004 139.500000 139.955002 89908500
## 3237 AAPL 2022-11-09 138.500000 134.869995 136.684998 74917800
## 3238 AAPL 2022-11-10 141.240005 146.869995 144.055000 118854000
## 3239 AAPL 2022-11-11 145.820007 149.699997 147.760002 93979700
## 3240 AAPL 2022-11-14 148.970001 148.279999 148.625000 73374100
## 3241 AAPL 2022-11-15 152.220001 150.039993 151.129997 89868300
## 3242 AAPL 2022-11-16 149.130005 148.789993 148.959999 64218300
## 3243 AAPL 2022-11-17 146.429993 150.720001 148.574997 80389400
## 3244 AAPL 2022-11-18 152.309998 151.289993 151.799995 74829600
## 3245 AAPL 2022-11-21 150.160004 148.009995 149.084999 58724100
## 3246 AAPL 2022-11-22 148.130005 150.179993 149.154999 51804100
## 3247 AAPL 2022-11-23 149.449997 151.070007 150.260002 58301400
## 3248 AAPL 2022-11-25 148.309998 148.110001 148.209999 35195900
## 3249 AAPL 2022-11-28 145.139999 144.220001 144.680000 69246000
## 3250 AAPL 2022-11-29 144.289993 141.169998 142.729996 83763800
## 3251 AAPL 2022-11-30 141.399994 148.029999 144.714996 111380900
## 3252 AAPL 2022-12-01 148.210007 148.309998 148.260002 71250400
## 3253 AAPL 2022-12-02 145.960007 147.809998 146.885002 65447400
## 3254 AAPL 2022-12-05 147.770004 146.630005 147.200005 68826400
## 3255 AAPL 2022-12-06 147.070007 142.910004 144.990005 64727200
## 3256 AAPL 2022-12-07 142.190002 140.940002 141.565002 69721100
## 3257 AAPL 2022-12-08 142.360001 142.649994 142.504997 62128300
## 3258 AAPL 2022-12-09 142.339996 142.160004 142.250000 76097000
## 3259 AAPL 2022-12-12 142.699997 144.490005 143.595001 70462700
## 3260 AAPL 2022-12-13 149.500000 145.470001 147.485001 93886200
## 3261 AAPL 2022-12-14 145.350006 143.210007 144.280006 82291200
## 3262 AAPL 2022-12-15 141.110001 136.500000 138.805000 98931900
## 3263 AAPL 2022-12-16 136.690002 134.509995 135.599998 160156900
## 3264 AAPL 2022-12-19 135.110001 132.369995 133.739998 79592600
## 3265 AAPL 2022-12-20 131.389999 132.300003 131.845001 77432800
## 3266 AAPL 2022-12-21 132.979996 135.449997 134.214996 85928000
## 3267 AAPL 2022-12-22 134.350006 132.229996 133.290001 77852100
## 3268 AAPL 2022-12-23 130.919998 131.860001 131.389999 63814900
## 3269 AAPL 2022-12-27 131.380005 130.029999 130.705002 69007800
## 3270 AAPL 2022-12-28 129.669998 126.040001 127.855000 85438400
## 3271 AAPL 2022-12-29 127.989998 129.610001 128.799999 75703700
## 3272 AAPL 2022-12-30 128.410004 129.929993 129.169998 77034200
## 3273 AAPL 2023-01-03 130.279999 125.070000 127.674999 112117500
## 3274 AAPL 2023-01-04 126.889999 126.360001 126.625000 89113600
## 3275 AAPL 2023-01-05 127.129997 125.019997 126.074997 80962700
## 3276 AAPL 2023-01-06 126.010002 129.619995 127.814999 87754700
## 3277 AAPL 2023-01-09 130.470001 130.149994 130.309998 70790800
## 3278 AAPL 2023-01-10 130.259995 130.729996 130.494995 63896200
## 3279 AAPL 2023-01-11 131.250000 133.490005 132.370003 69458900
## 3280 AAPL 2023-01-12 133.880005 133.410004 133.645004 71379600
## 3281 AAPL 2023-01-13 132.029999 134.759995 133.394997 57809700
## 3282 AAPL 2023-01-17 134.830002 135.940002 135.385002 63646600
## 3283 AAPL 2023-01-18 136.820007 135.210007 136.015007 69672800
## 3284 AAPL 2023-01-19 134.080002 135.270004 134.675003 58280400
## 3285 AAPL 2023-01-20 135.279999 137.869995 136.574997 80223600
## 3286 AAPL 2023-01-23 138.119995 141.110001 139.614998 81760300
## 3287 AAPL 2023-01-24 140.309998 142.529999 141.419998 66435100
## 3288 AAPL 2023-01-25 140.889999 141.860001 141.375000 65799300
## 3289 AAPL 2023-01-26 143.169998 143.960007 143.565002 54105100
## 3290 AAPL 2023-01-27 143.160004 145.929993 144.544998 70555800
## 3291 AAPL 2023-01-30 144.960007 143.000000 143.980003 64015300
## 3292 AAPL 2023-01-31 142.699997 144.289993 143.494995 65874500
## 3293 AAPL 2023-02-01 143.970001 145.429993 144.699997 77663600
## 3294 AAPL 2023-02-02 148.899994 150.820007 149.860001 118339000
## 3295 AAPL 2023-02-03 148.029999 154.500000 151.264999 154357300
## 3296 AAPL 2023-02-06 152.570007 151.729996 152.150002 69858300
## 3297 AAPL 2023-02-07 150.639999 154.649994 152.644997 83322600
## 3298 AAPL 2023-02-08 153.880005 151.919998 152.900002 64120100
## 3299 AAPL 2023-02-09 153.779999 150.869995 152.324997 56007100
## 3300 AAPL 2023-02-10 149.460007 151.009995 150.235001 57450700
## 3301 AAPL 2023-02-13 150.949997 153.850006 152.400002 62199000
## 3302 AAPL 2023-02-14 152.119995 153.199997 152.659996 61707600
## 3303 AAPL 2023-02-15 153.110001 155.330002 154.220001 65573800
## 3304 AAPL 2023-02-16 153.509995 153.710007 153.610001 68167900
## 3305 AAPL 2023-02-17 152.350006 152.550003 152.450005 59144100
## 3306 AAPL 2023-02-21 150.199997 148.479996 149.339996 58867200
## 3307 AAPL 2023-02-22 148.869995 148.910004 148.889999 51011300
## 3308 AAPL 2023-02-23 150.089996 149.399994 149.744995 48394200
## 3309 AAPL 2023-02-24 147.110001 146.710007 146.910004 55469600
## 3310 AAPL 2023-02-27 147.710007 147.919998 147.815002 44998500
## 3311 AAPL 2023-02-28 147.050003 147.410004 147.230003 50547000
## 3312 AAPL 2023-03-01 146.830002 145.309998 146.070000 55479000
## 3313 AAPL 2023-03-02 144.380005 145.910004 145.145004 52238100
## 3314 AAPL 2023-03-03 148.039993 151.029999 149.534996 70732300
## 3315 AAPL 2023-03-06 153.789993 153.830002 153.809998 87558000
## 3316 AAPL 2023-03-07 153.699997 151.600006 152.650002 56182000
## 3317 AAPL 2023-03-08 152.809998 152.869995 152.839996 47204800
## 3318 AAPL 2023-03-09 153.559998 150.589996 152.074997 53833600
## 3319 AAPL 2023-03-10 150.210007 148.500000 149.355003 68572400
## 3320 AAPL 2023-03-13 147.809998 150.470001 149.139999 84457100
## 3321 AAPL 2023-03-14 151.279999 152.589996 151.934998 73695900
## 3322 AAPL 2023-03-15 151.190002 152.990005 152.090004 77167900
## 3323 AAPL 2023-03-16 152.160004 155.850006 154.005005 76161100
## 3324 AAPL 2023-03-17 156.080002 155.000000 155.540001 98944600
## 3325 AAPL 2023-03-20 155.070007 157.399994 156.235001 73641400
## 3326 AAPL 2023-03-21 157.320007 159.279999 158.300003 73938300
## 3327 AAPL 2023-03-22 159.300003 157.830002 158.565002 75701800
## 3328 AAPL 2023-03-23 158.830002 158.929993 158.879997 67622100
## 3329 AAPL 2023-03-24 158.860001 160.250000 159.555000 59196500
## 3330 AAPL 2023-03-27 159.940002 158.279999 159.110001 52390300
## 3331 AAPL 2023-03-28 157.970001 157.649994 157.809998 45992200
## 3332 AAPL 2023-03-29 159.369995 160.770004 160.070000 51305700
## 3333 AAPL 2023-03-30 161.529999 162.360001 161.945000 49501700
## 3334 AAPL 2023-03-31 162.440002 164.899994 163.669998 68749800
## 3335 AAPL 2023-04-03 164.270004 166.169998 165.220001 56976200
## 3336 AAPL 2023-04-04 166.600006 165.630005 166.115005 46278300
## 3337 AAPL 2023-04-05 164.740005 163.759995 164.250000 51511700
## 3338 AAPL 2023-04-06 162.429993 164.660004 163.544998 45390100
## 3339 AAPL 2023-04-10 161.419998 162.029999 161.724998 47716900
## 3340 AAPL 2023-04-11 162.350006 160.800003 161.575005 47644200
## 3341 AAPL 2023-04-12 161.220001 160.100006 160.660004 50133100
## 3342 AAPL 2023-04-13 161.630005 165.559998 163.595001 68445600
## 3343 AAPL 2023-04-14 164.589996 165.210007 164.900002 49386500
## 3344 AAPL 2023-04-17 165.089996 165.229996 165.159996 41516200
## 3345 AAPL 2023-04-18 166.100006 166.470001 166.285004 49923000
## 3346 AAPL 2023-04-19 165.800003 167.630005 166.715004 47720200
## 3347 AAPL 2023-04-20 166.089996 166.649994 166.369995 52456400
## 3348 AAPL 2023-04-21 165.050003 165.020004 165.035004 58337300
## 3349 AAPL 2023-04-24 165.000000 165.330002 165.165001 41949600
## 3350 AAPL 2023-04-25 165.190002 163.770004 164.480003 48714100
## 3351 AAPL 2023-04-26 163.059998 163.759995 163.409996 45498800
## 3352 AAPL 2023-04-27 165.190002 168.410004 166.800003 64902300
## 3353 AAPL 2023-04-28 168.490005 169.679993 169.084999 55209200
## 3354 AAPL 2023-05-01 169.279999 169.589996 169.434998 52472900
## 3355 AAPL 2023-05-02 170.089996 168.539993 169.314995 48425700
## 3356 AAPL 2023-05-03 169.500000 167.449997 168.474998 65136000
## 3357 AAPL 2023-05-04 164.889999 165.789993 165.339996 81235400
## 3358 AAPL 2023-05-05 170.979996 173.570007 172.275002 113316400
## 3359 AAPL 2023-05-08 172.479996 173.500000 172.989998 55962800
## 3360 AAPL 2023-05-09 173.050003 171.770004 172.410004 45326900
## 3361 AAPL 2023-05-10 173.020004 173.559998 173.290001 53724500
## 3362 AAPL 2023-05-11 173.850006 173.750000 173.800003 49514700
## 3363 AAPL 2023-05-12 173.619995 172.570007 173.095001 45497800
## 3364 AAPL 2023-05-15 173.160004 172.070007 172.615005 37266700
## 3365 AAPL 2023-05-16 171.990005 172.070007 172.030006 42110300
## 3366 AAPL 2023-05-17 171.710007 172.690002 172.200005 57951600
## 3367 AAPL 2023-05-18 173.000000 175.050003 174.025002 65496700
## 3368 AAPL 2023-05-19 176.389999 175.160004 175.775002 55772400
## 3369 AAPL 2023-05-22 173.979996 174.199997 174.089996 43570900
## 3370 AAPL 2023-05-23 173.130005 171.559998 172.345001 50747300
## 3371 AAPL 2023-05-24 171.089996 171.839996 171.464996 45143500
## 3372 AAPL 2023-05-25 172.410004 172.990005 172.700005 56058300
## 3373 AAPL 2023-05-26 173.320007 175.429993 174.375000 54835000
## 3374 AAPL 2023-05-30 176.960007 177.300003 177.130005 55964400
## 3375 AAPL 2023-05-31 177.330002 177.250000 177.290001 99625300
## 3376 AAPL 2023-06-01 177.699997 180.089996 178.894997 68901800
## 3377 AAPL 2023-06-02 181.029999 180.949997 180.989998 61945900
## 3378 AAPL 2023-06-05 182.630005 179.580002 181.105003 121946500
## 3379 AAPL 2023-06-06 179.970001 179.210007 179.590004 64848400
## 3380 AAPL 2023-06-07 178.440002 177.820007 178.130005 61944600
## 3381 AAPL 2023-06-08 177.899994 180.570007 179.235001 50214900
## 3382 AAPL 2023-06-09 181.500000 180.960007 181.230003 48870700
## 3383 AAPL 2023-06-12 181.270004 183.789993 182.529999 54274900
## 3384 AAPL 2023-06-13 182.800003 183.309998 183.055000 54929100
## 3385 AAPL 2023-06-14 183.369995 183.949997 183.659996 57462900
## 3386 AAPL 2023-06-15 183.960007 186.009995 184.985001 65433200
## 3387 AAPL 2023-06-16 186.729996 184.919998 185.824997 101235600
## 3388 AAPL 2023-06-20 184.410004 185.009995 184.709999 49799100
## 3389 AAPL 2023-06-21 184.899994 183.960007 184.430000 49515700
## 3390 AAPL 2023-06-22 183.740005 187.000000 185.370003 51245300
## 3391 AAPL 2023-06-23 185.550003 186.679993 186.114998 53079300
## 3392 AAPL 2023-06-26 186.830002 185.270004 186.050003 48088700
## 3393 AAPL 2023-06-27 185.889999 188.059998 186.974998 50730800
## 3394 AAPL 2023-06-28 187.929993 189.250000 188.589996 51216800
## 3395 AAPL 2023-06-29 189.080002 189.589996 189.334999 46347300
## 3396 AAPL 2023-06-30 191.630005 193.970001 192.800003 85069600
## 3397 AAPL 2023-07-03 193.779999 192.460007 193.120003 31458200
## 3398 AAPL 2023-07-05 191.570007 191.330002 191.450005 46920300
## 3399 AAPL 2023-07-06 189.839996 191.809998 190.824997 45094300
## 3400 AAPL 2023-07-07 191.410004 190.679993 191.044998 46778000
## 3401 AAPL 2023-07-10 189.259995 188.610001 188.934998 59922200
## 3402 AAPL 2023-07-11 189.160004 188.080002 188.620003 46638100
## 3403 AAPL 2023-07-12 189.679993 189.770004 189.724998 60750200
## 3404 AAPL 2023-07-13 190.500000 190.539993 190.519997 41342300
## 3405 AAPL 2023-07-14 190.229996 190.690002 190.459999 41573900
## 3406 AAPL 2023-07-17 191.899994 193.990005 192.945000 50520200
## 3407 AAPL 2023-07-18 193.350006 193.729996 193.540001 48353800
## 3408 AAPL 2023-07-19 193.100006 195.100006 194.100006 80507300
## 3409 AAPL 2023-07-20 195.089996 193.130005 194.110001 59581200
## 3410 AAPL 2023-07-21 194.100006 191.940002 193.020004 71917800
## 3411 AAPL 2023-07-24 193.410004 192.750000 193.080002 45377800
## 3412 AAPL 2023-07-25 193.330002 193.619995 193.474998 37283200
## 3413 AAPL 2023-07-26 193.669998 194.500000 194.084999 47471900
## 3414 AAPL 2023-07-27 196.020004 193.220001 194.620003 47460200
## 3415 AAPL 2023-07-28 194.669998 195.830002 195.250000 48291400
## 3416 AAPL 2023-07-31 196.059998 196.449997 196.254997 38824100
## 3417 AAPL 2023-08-01 196.240005 195.610001 195.925003 35175100
## 3418 AAPL 2023-08-02 195.039993 192.580002 193.809998 50389300
## 3419 AAPL 2023-08-03 191.570007 191.169998 191.370003 61235200
## 3420 AAPL 2023-08-04 185.520004 181.990005 183.755005 115799700
## 3421 AAPL 2023-08-07 182.130005 178.850006 180.490005 97576100
## 3422 AAPL 2023-08-08 179.690002 179.800003 179.745003 67823000
## 3423 AAPL 2023-08-09 180.869995 178.190002 179.529999 60378500
## 3424 AAPL 2023-08-10 179.479996 177.970001 178.724998 54686900
## 3425 AAPL 2023-08-11 177.320007 177.789993 177.555000 51988100
## 3426 AAPL 2023-08-14 177.970001 179.460007 178.715004 43675600
## 3427 AAPL 2023-08-15 178.880005 177.449997 178.165001 43622600
## 3428 AAPL 2023-08-16 177.130005 176.570007 176.850006 46964900
## 3429 AAPL 2023-08-17 177.139999 174.000000 175.570000 66062900
## 3430 AAPL 2023-08-18 172.300003 174.490005 173.395004 61114200
## 3431 AAPL 2023-08-21 175.070007 175.839996 175.455002 46311900
## 3432 AAPL 2023-08-22 177.059998 177.229996 177.144997 42084200
## 3433 AAPL 2023-08-23 178.520004 181.119995 179.820000 52722800
## 3434 AAPL 2023-08-24 180.669998 176.380005 178.525002 54945800
## 3435 AAPL 2023-08-25 177.380005 178.610001 177.995003 51449600
## 3436 AAPL 2023-08-28 180.089996 180.190002 180.139999 43820700
## 3437 AAPL 2023-08-29 179.699997 184.119995 181.909996 53003900
## 3438 AAPL 2023-08-30 184.940002 187.649994 186.294998 60813900
## 3439 AAPL 2023-08-31 187.839996 187.869995 187.854996 60794500
## 3440 AAPL 2023-09-01 189.490005 189.460007 189.475006 45732600
## 3441 AAPL 2023-09-05 188.279999 189.699997 188.989998 45280000
## 3442 AAPL 2023-09-06 188.399994 182.910004 185.654999 81755800
## 3443 AAPL 2023-09-07 175.179993 177.559998 176.369995 112488800
## 3444 AAPL 2023-09-08 178.350006 178.179993 178.264999 65551300
## 3445 AAPL 2023-09-11 180.070007 179.360001 179.715004 58953100
## 3446 AAPL 2023-09-12 179.490005 176.300003 177.895004 90370200
## 3447 AAPL 2023-09-13 176.509995 174.210007 175.360001 84267900
## 3448 AAPL 2023-09-14 174.000000 175.740005 174.870003 60895800
## 3449 AAPL 2023-09-15 176.479996 175.009995 175.744995 109205100
## 3450 AAPL 2023-09-18 176.479996 177.970001 177.224998 67257600
## 3451 AAPL 2023-09-19 177.520004 179.070007 178.295006 51826900
## 3452 AAPL 2023-09-20 179.259995 175.490005 177.375000 58436200
## 3453 AAPL 2023-09-21 174.550003 173.929993 174.239998 63047900
## 3454 AAPL 2023-09-22 174.669998 174.789993 174.729996 56725400
## 3455 AAPL 2023-09-25 174.199997 176.080002 175.139999 46172700
## 3456 AAPL 2023-09-26 174.820007 171.960007 173.390007 64588900
## 3457 AAPL 2023-09-27 172.619995 170.429993 171.524994 66921800
## 3458 AAPL 2023-09-28 169.339996 170.690002 170.014999 56294400
## 3459 AAPL 2023-09-29 172.020004 171.210007 171.615005 51814200
## 3460 AAPL 2023-10-02 171.220001 173.750000 172.485001 52164500
## 3461 AAPL 2023-10-03 172.259995 172.399994 172.329994 49594600
## 3462 AAPL 2023-10-04 171.089996 173.660004 172.375000 53020300
## 3463 AAPL 2023-10-05 173.789993 174.910004 174.349998 48527900
## 3464 AAPL 2023-10-06 173.800003 177.490005 175.645004 57224100
## 3465 AAPL 2023-10-09 176.809998 178.990005 177.900002 42390800
## 3466 AAPL 2023-10-10 178.100006 178.389999 178.245003 43698000
## 3467 AAPL 2023-10-11 178.199997 179.800003 179.000000 47551100
## 3468 AAPL 2023-10-12 180.070007 180.710007 180.390007 56743100
## 3469 AAPL 2023-10-13 181.419998 178.850006 180.135002 51427100
## 3470 AAPL 2023-10-16 176.750000 178.720001 177.735001 52517000
## 3471 AAPL 2023-10-17 176.649994 177.149994 176.899994 57549400
## 3472 AAPL 2023-10-18 175.580002 175.839996 175.709999 54764400
## 3473 AAPL 2023-10-19 176.039993 175.460007 175.750000 59302900
## 3474 AAPL 2023-10-20 175.309998 172.880005 174.095001 64189300
## 3475 AAPL 2023-10-23 170.910004 173.000000 171.955002 55980100
## 3476 AAPL 2023-10-24 173.050003 173.440002 173.245003 43816600
## 3477 AAPL 2023-10-25 171.880005 171.100006 171.490005 57157000
## 3478 AAPL 2023-10-26 170.369995 166.889999 168.629997 70625300
## 3479 AAPL 2023-10-27 166.910004 168.220001 167.565002 58499100
## 3480 AAPL 2023-10-30 169.020004 170.289993 169.654999 51131000
## 3481 AAPL 2023-10-31 169.350006 170.770004 170.060005 44846000
## 3482 AAPL 2023-11-01 171.000000 173.970001 172.485001 56934900
## 3483 AAPL 2023-11-02 175.520004 177.570007 176.545006 77334800
## 3484 AAPL 2023-11-03 174.240005 176.649994 175.445000 79763700
## 3485 AAPL 2023-11-06 176.380005 179.229996 177.805000 63841300
## 3486 AAPL 2023-11-07 179.179993 181.820007 180.500000 70530000
## 3487 AAPL 2023-11-08 182.350006 182.889999 182.620003 49340300
## 3488 AAPL 2023-11-09 182.960007 182.410004 182.685005 53763500
## 3489 AAPL 2023-11-10 183.970001 186.399994 185.184998 66133400
## 3490 AAPL 2023-11-13 185.820007 184.800003 185.310005 43627500
## 3491 AAPL 2023-11-14 187.699997 187.440002 187.570000 60108400
## 3492 AAPL 2023-11-15 187.850006 188.009995 187.930000 53790500
## 3493 AAPL 2023-11-16 189.570007 189.710007 189.640007 54412900
## 3494 AAPL 2023-11-17 190.250000 189.690002 189.970001 50922700
## 3495 AAPL 2023-11-20 189.889999 191.449997 190.669998 46505100
## 3496 AAPL 2023-11-21 191.410004 190.639999 191.025002 38134500
## 3497 AAPL 2023-11-22 191.490005 191.309998 191.400002 39617700
## 3498 AAPL 2023-11-24 190.869995 189.970001 190.419998 24048300
## 3499 AAPL 2023-11-27 189.919998 189.789993 189.854996 40552600
## 3500 AAPL 2023-11-28 189.779999 190.399994 190.089996 38415400
## 3501 AAPL 2023-11-29 190.899994 189.369995 190.134995 43014200
## 3502 AAPL 2023-11-30 189.839996 189.949997 189.894997 48794400
## 3503 AAPL 2023-12-01 190.330002 191.240005 190.785004 45679300
## 3504 AAPL 2023-12-04 189.979996 189.429993 189.704994 43389500
## 3505 AAPL 2023-12-05 190.210007 193.419998 191.815002 66628400
## 3506 AAPL 2023-12-06 194.449997 192.320007 193.385002 41089700
## 3507 AAPL 2023-12-07 193.630005 194.270004 193.950005 47477700
## 3508 AAPL 2023-12-08 194.199997 195.710007 194.955002 53377300
## 3509 AAPL 2023-12-11 193.110001 193.179993 193.144997 60943700
## 3510 AAPL 2023-12-12 193.080002 194.710007 193.895004 52696900
## 3511 AAPL 2023-12-13 195.089996 197.960007 196.525002 70404200
## 3512 AAPL 2023-12-14 198.020004 198.110001 198.065002 66831600
## 3513 AAPL 2023-12-15 197.529999 197.570007 197.550003 128256700
## 3514 AAPL 2023-12-18 196.089996 195.889999 195.989998 55751900
## 3515 AAPL 2023-12-19 196.160004 196.940002 196.550003 40714100
## 3516 AAPL 2023-12-20 196.899994 194.830002 195.864998 52242800
## 3517 AAPL 2023-12-21 196.100006 194.679993 195.389999 46482500
## 3518 AAPL 2023-12-22 195.179993 193.600006 194.389999 37122800
## 3519 AAPL 2023-12-26 193.610001 193.050003 193.330002 28919300
## 3520 AAPL 2023-12-27 192.490005 193.149994 192.820000 48087700
## 3521 AAPL 2023-12-28 194.139999 193.580002 193.860001 34049900
## 3522 AAPL 2023-12-29 193.899994 192.529999 193.214996 42628800
## 3523 AAPL 2024-01-02 187.149994 185.639999 186.394997 82488700
## 3524 AAPL 2024-01-03 184.220001 184.250000 184.235001 58414500
## 3525 AAPL 2024-01-04 182.149994 181.910004 182.029999 71983600
## 3526 AAPL 2024-01-05 181.990005 181.179993 181.584999 62303300
## 3527 AAPL 2024-01-08 182.089996 185.559998 183.824997 59144500
## 3528 AAPL 2024-01-09 183.919998 185.139999 184.529999 42841800
## 3529 AAPL 2024-01-10 184.350006 186.190002 185.270004 46792900
## 3530 AAPL 2024-01-11 186.539993 185.589996 186.064995 49128400
## 3531 AAPL 2024-01-12 186.059998 185.919998 185.989998 40444700
## 3532 AAPL 2024-01-16 182.160004 183.630005 182.895004 65603000
## 3533 AAPL 2024-01-17 181.270004 182.679993 181.974998 47317400
## 3534 AAPL 2024-01-18 186.089996 188.630005 187.360001 78005800
## 3535 AAPL 2024-01-19 189.330002 191.559998 190.445000 68741000
## 3536 AAPL 2024-01-22 192.300003 193.889999 193.095001 60133900
## 3537 AAPL 2024-01-23 195.020004 195.179993 195.099998 42355600
## 3538 AAPL 2024-01-24 195.419998 194.500000 194.959999 53631300
## 3539 AAPL 2024-01-25 195.220001 194.169998 194.695000 54822100
## 3540 AAPL 2024-01-26 194.270004 192.419998 193.345001 44594000
## 3541 AAPL 2024-01-29 192.009995 191.729996 191.869995 47145600
## 3542 AAPL 2024-01-30 190.940002 188.039993 189.489998 55859400
## 3543 AAPL 2024-01-31 187.039993 184.399994 185.719994 55467800
## 3544 AAPL 2024-02-01 183.990005 186.860001 185.425003 64885400
## 3545 AAPL 2024-02-02 179.860001 185.850006 182.855003 102518000
## 3546 AAPL 2024-02-05 188.149994 187.679993 187.914993 69668800
## 3547 AAPL 2024-02-06 186.860001 189.300003 188.080002 43490800
## 3548 AAPL 2024-02-07 190.639999 189.410004 190.025002 53439000
## 3549 AAPL 2024-02-08 189.389999 188.320007 188.855003 40962000
## 3550 AAPL 2024-02-09 188.649994 188.850006 188.750000 45155200
## 3551 AAPL 2024-02-12 188.419998 187.149994 187.784996 41781900
## 3552 AAPL 2024-02-13 185.770004 185.039993 185.404999 56529500
## 3553 AAPL 2024-02-14 185.320007 184.149994 184.735001 54630500
## 3554 AAPL 2024-02-15 183.550003 183.860001 183.705002 65434500
## 3555 AAPL 2024-02-16 183.419998 182.309998 182.864998 49701400
## 3556 AAPL 2024-02-20 181.789993 181.559998 181.674995 53665600
## 3557 AAPL 2024-02-21 181.940002 182.320007 182.130005 41529700
## 3558 AAPL 2024-02-22 183.479996 184.369995 183.924995 52292200
## 3559 AAPL 2024-02-23 185.009995 182.520004 183.764999 45119700
## 3560 AAPL 2024-02-26 182.240005 181.160004 181.700005 40867400
## 3561 AAPL 2024-02-27 181.100006 182.630005 181.865005 54318900
## 3562 AAPL 2024-02-28 182.509995 181.419998 181.964996 48953900
## 3563 AAPL 2024-02-29 181.270004 180.750000 181.010002 136682600
## 3564 AAPL 2024-03-01 179.550003 179.660004 179.605003 73488000
## 3565 AAPL 2024-03-04 176.149994 175.100006 175.625000 81510100
## 3566 AAPL 2024-03-05 170.759995 170.119995 170.439995 95132400
## 3567 AAPL 2024-03-06 171.059998 169.119995 170.089996 68587700
## 3568 AAPL 2024-03-07 169.149994 169.000000 169.074997 71765100
## 3569 AAPL 2024-03-08 169.000000 170.729996 169.864998 76114600
## 3570 AAPL 2024-03-11 172.940002 172.750000 172.845001 60139500
## 3571 AAPL 2024-03-12 173.149994 173.229996 173.189995 59825400
## 3572 AAPL 2024-03-13 172.770004 171.130005 171.950005 52488700
## 3573 AAPL 2024-03-14 172.910004 173.000000 172.955002 72913500
## 3574 AAPL 2024-03-15 171.169998 172.619995 171.894997 121664700
## 3575 AAPL 2024-03-18 175.570007 173.720001 174.645004 75604200
## 3576 AAPL 2024-03-19 174.339996 176.080002 175.209999 55215200
## 3577 AAPL 2024-03-20 175.720001 178.669998 177.195000 53423100
## 3578 AAPL 2024-03-21 177.050003 171.369995 174.209999 106181300
## 3579 AAPL 2024-03-22 171.759995 172.279999 172.019997 71106600
## 3580 AAPL 2024-03-25 170.570007 170.850006 170.710007 54288300
## 3581 AAPL 2024-03-26 170.000000 169.710007 169.855003 57388400
## 3582 AAPL 2024-03-27 170.410004 173.309998 171.860001 60273300
## 3583 AAPL 2024-03-28 171.750000 171.479996 171.614998 65672700
## 3584 AAPL 2024-04-01 171.190002 170.029999 170.610001 46240500
## 3585 AAPL 2024-04-02 169.080002 168.839996 168.959999 49329500
## 3586 AAPL 2024-04-03 168.789993 169.649994 169.219994 47691700
## 3587 AAPL 2024-04-04 170.289993 168.820007 169.555000 53704400
## 3588 AAPL 2024-04-05 169.589996 169.580002 169.584999 42055200
## 3589 AAPL 2024-04-08 169.029999 168.449997 168.739998 37425500
## 3590 AAPL 2024-04-09 168.699997 169.669998 169.184998 42451200
## 3591 AAPL 2024-04-10 168.800003 167.779999 168.290001 49709300
## 3592 AAPL 2024-04-11 168.339996 175.039993 171.689995 91070300
## 3593 AAPL 2024-04-12 174.259995 176.550003 175.404999 101593300
## 3594 AAPL 2024-04-15 175.360001 172.690002 174.025002 73531800
## 3595 AAPL 2024-04-16 171.750000 169.380005 170.565002 73711200
## 3596 AAPL 2024-04-17 169.610001 168.000000 168.805000 50901200
## 3597 AAPL 2024-04-18 168.029999 167.039993 167.534996 43122900
## 3598 AAPL 2024-04-19 166.210007 165.000000 165.605003 67772100
## 3599 AAPL 2024-04-22 165.520004 165.839996 165.680000 48116400
## 3600 AAPL 2024-04-23 165.350006 166.899994 166.125000 49537800
## 3601 AAPL 2024-04-24 166.539993 169.020004 167.779999 48251800
## 3602 AAPL 2024-04-25 169.529999 169.889999 169.709999 50558300
## 3603 AAPL 2024-04-26 169.880005 169.300003 169.590004 44838400
## 3604 AAPL 2024-04-29 173.369995 173.500000 173.434998 68169400
## 3605 AAPL 2024-04-30 173.330002 170.330002 171.830002 65934800
## 3606 AAPL 2024-05-01 169.580002 169.300003 169.440002 50383100
## 3607 AAPL 2024-05-02 172.509995 173.029999 172.769997 94214900
## 3608 AAPL 2024-05-03 186.649994 183.380005 185.014999 163224100
## 3609 AAPL 2024-05-06 182.350006 181.710007 182.030006 78569700
## 3610 AAPL 2024-05-07 183.449997 182.399994 182.924995 77305800
## 3611 AAPL 2024-05-08 182.850006 182.740005 182.795006 45057100
## 3612 AAPL 2024-05-09 182.559998 184.570007 183.565002 48983000
## 3613 AAPL 2024-05-10 184.899994 183.050003 183.974998 50759500
## 3614 AAPL 2024-05-13 185.440002 186.279999 185.860001 72044800
## 3615 AAPL 2024-05-14 187.509995 187.429993 187.469994 52393600
## 3616 AAPL 2024-05-15 187.910004 189.720001 188.815002 70400000
## 3617 AAPL 2024-05-16 190.470001 189.839996 190.154999 52845200
## 3618 AAPL 2024-05-17 189.509995 189.869995 189.689995 41282900
## 3619 AAPL 2024-05-20 189.330002 191.039993 190.184998 44361300
## 3620 AAPL 2024-05-21 191.089996 192.350006 191.720001 42309400
## 3621 AAPL 2024-05-22 192.270004 190.899994 191.584999 34648500
## 3622 AAPL 2024-05-23 190.979996 186.880005 188.930000 51005900
## 3623 AAPL 2024-05-24 188.820007 189.979996 189.400002 36294600
## 3624 AAPL 2024-05-28 191.509995 189.990005 190.750000 52280100
## 3625 AAPL 2024-05-29 189.610001 190.289993 189.949997 53068000
## 3626 AAPL 2024-05-30 190.759995 191.289993 191.024994 49947900
## 3627 AAPL 2024-05-31 191.440002 192.250000 191.845001 75158300
## 3628 AAPL 2024-06-03 192.899994 194.029999 193.464996 50080500
## 3629 AAPL 2024-06-04 194.639999 194.350006 194.495003 47471400
## 3630 AAPL 2024-06-05 195.399994 195.869995 195.634995 54156800
## 3631 AAPL 2024-06-06 195.690002 194.479996 195.084999 41181800
## 3632 AAPL 2024-06-07 194.649994 196.889999 195.769997 53103900
## 3633 AAPL 2024-06-10 196.899994 193.119995 195.009995 97262100
## 3634 AAPL 2024-06-11 193.649994 207.149994 200.399994 172373300
## 3635 AAPL 2024-06-12 207.369995 213.070007 210.220001 198134300
## 3636 AAPL 2024-06-13 214.740005 214.240005 214.490005 97862700
## 3637 AAPL 2024-06-14 213.850006 212.490005 213.170006 70122700
## 3638 AAPL 2024-06-17 213.369995 216.669998 215.019997 93728300
## 3639 AAPL 2024-06-18 217.589996 214.289993 215.939995 79943300
## 3640 AAPL 2024-06-20 213.929993 209.679993 211.804993 86172500
## 3641 AAPL 2024-06-21 210.389999 207.490005 208.940002 246421400
## 3642 AAPL 2024-06-24 207.720001 208.139999 207.930000 80727000
## 3643 AAPL 2024-06-25 209.149994 209.070007 209.110001 56713900
## 3644 AAPL 2024-06-26 211.500000 213.250000 212.375000 66213200
## 3645 AAPL 2024-06-27 214.690002 214.100006 214.395004 49772700
## 3646 AAPL 2024-06-28 215.770004 210.619995 213.195000 82542700
## 3647 AAPL 2024-07-01 212.089996 216.750000 214.419998 60402900
## 3648 AAPL 2024-07-02 216.149994 220.270004 218.209999 58046200
## 3649 AAPL 2024-07-03 220.000000 221.550003 220.775002 37369800
## 3650 AAPL 2024-07-05 221.649994 226.339996 223.994995 60412400
## 3651 AAPL 2024-07-08 227.089996 227.820007 227.455002 59085900
## 3652 AAPL 2024-07-09 227.929993 228.679993 228.304993 48076100
## 3653 AAPL 2024-07-10 229.300003 232.979996 231.139999 62627700
## 3654 AAPL 2024-07-11 231.389999 227.570007 229.480003 64710600
## 3655 AAPL 2024-07-12 228.919998 230.539993 229.729996 53046500
## 3656 AAPL 2024-07-15 236.479996 234.399994 235.439995 62631300
## 3657 AAPL 2024-07-16 235.000000 234.820007 234.910004 43234300
## 3658 AAPL 2024-07-17 229.449997 228.880005 229.165001 57345900
## 3659 AAPL 2024-07-18 230.279999 224.179993 227.229996 66034600
## 3660 AAPL 2024-07-19 224.820007 224.309998 224.565002 49151500
## 3661 AAPL 2024-07-22 227.009995 223.960007 225.485001 48201800
## 3662 AAPL 2024-07-23 224.369995 225.009995 224.689995 39960300
## 3663 AAPL 2024-07-24 224.000000 218.539993 221.269997 61777600
## 3664 AAPL 2024-07-25 218.929993 217.490005 218.209999 51391200
## 3665 AAPL 2024-07-26 218.699997 217.960007 218.330002 41601300
## 3666 AAPL 2024-07-29 216.960007 218.240005 217.600006 36311800
## 3667 AAPL 2024-07-30 219.190002 218.800003 218.995003 41643800
## 3668 AAPL 2024-07-31 221.440002 222.080002 221.760002 50036300
## 3669 AAPL 2024-08-01 224.369995 218.360001 221.364998 62501000
## 3670 AAPL 2024-08-02 219.149994 219.860001 219.504997 105568600
## 3671 AAPL 2024-08-05 199.089996 209.270004 204.180000 119548600
## 3672 AAPL 2024-08-06 205.300003 207.229996 206.264999 69660500
## 3673 AAPL 2024-08-07 206.899994 209.820007 208.360001 63516400
## 3674 AAPL 2024-08-08 213.110001 213.309998 213.209999 47161100
## 3675 AAPL 2024-08-09 212.100006 216.240005 214.170006 42201600
## 3676 AAPL 2024-08-12 216.070007 217.529999 216.800003 38028100
## 3677 AAPL 2024-08-13 219.009995 221.270004 220.139999 44155300
## 3678 AAPL 2024-08-14 220.570007 221.720001 221.145004 41960600
## 3679 AAPL 2024-08-15 224.600006 224.720001 224.660004 46414000
## 3680 AAPL 2024-08-16 223.919998 226.050003 224.985001 44340200
## 3681 AAPL 2024-08-19 225.720001 225.889999 225.805000 40687800
## 3682 AAPL 2024-08-20 225.770004 226.509995 226.139999 30299000
## 3683 AAPL 2024-08-21 226.520004 226.399994 226.459999 34765500
## 3684 AAPL 2024-08-22 227.789993 224.529999 226.159996 43695300
## 3685 AAPL 2024-08-23 225.660004 226.839996 226.250000 38629400Question 2
Plot a visualization for each relationship, and draw some conclusions based on the plot
- Use what we’ve covered so far in class to scrutinize the plot (e.g., are there any outliers?)
# Plot Average Volume by Sector and Year
average_volume_plot <- average_volume_by_sector |>
ggplot(aes(x = Year, y = AverageVolume, color = Sector)) +
geom_line() + # Add lines for each sector
geom_point() + # Add points for each sector
labs(title = "Average Volume by Sector Over Years",
x = "Year",
y = "Average Volume",
color = "Sector") +
theme_minimal()
# Display the plot
print(average_volume_plot)## `geom_line()`: Each group consists of only one observation.
## ℹ Do you need to adjust the group aesthetic?
# Plot Intraday Mean for AAPL
intraday_means_plot <- intraday_means |>
ggplot(aes(x = TradeDate, y = IntradayMean)) +
geom_line(color = "blue") + # Line plot for intraday mean
geom_point(color = "blue") + # Points for intraday mean
labs(title = "Intraday Mean for AAPL",
x = "Trade Date",
y = "Intraday Mean Price") +
theme_minimal()
# Display the plot
print(intraday_means_plot)
Question 3
Calculate the appropriate correlation coefficient for each of these combinations
- Explain why the value makes sense (or doesn’t) based on the visualization(s)
# Calculate correlation for Average Volume by Sector and Year
average_volume_cor <- average_volume_by_sector |>
pivot_wider(names_from = Sector, values_from = AverageVolume) |>
select(-Year) |>
cor(use = "complete.obs")
# Display the correlation matrix
print(average_volume_cor)## Basic Materials Communication Services Consumer Cyclical
## Basic Materials 1.00000000 -0.4505537 -0.1864602
## Communication Services -0.45055369 1.0000000 0.6563438
## Consumer Cyclical -0.18646018 0.6563438 1.0000000
## Consumer Defensive 0.13999039 0.7169253 0.7235166
## Energy 0.19673326 -0.2837270 0.3294347
## Financial Services -0.44889389 0.9551375 0.5469369
## Healthcare -0.27422592 0.9503611 0.7152860
## Industrials 0.20744380 -0.1732311 0.3628717
## Real Estate -0.03913179 0.8289609 0.7544139
## Technology -0.44885733 0.9836847 0.5869001
## Utilities 0.70020028 0.1834992 0.4465697
## Consumer Defensive Energy Financial Services
## Basic Materials 0.13999039 0.19673326 -0.4488939
## Communication Services 0.71692525 -0.28372701 0.9551375
## Consumer Cyclical 0.72351664 0.32943469 0.5469369
## Consumer Defensive 1.00000000 0.02908779 0.6122934
## Energy 0.02908779 1.00000000 -0.4300784
## Financial Services 0.61229336 -0.43007842 1.0000000
## Healthcare 0.77967728 -0.24573219 0.9115824
## Industrials 0.02643031 0.90688362 -0.2931396
## Real Estate 0.78929455 -0.07099726 0.7799309
## Technology 0.69684212 -0.36804402 0.9544616
## Utilities 0.70009531 0.17631692 0.1111001
## Healthcare Industrials Real Estate Technology Utilities
## Basic Materials -0.2742259 0.20744380 -0.03913179 -0.4488573 0.7002003
## Communication Services 0.9503611 -0.17323112 0.82896093 0.9836847 0.1834992
## Consumer Cyclical 0.7152860 0.36287171 0.75441394 0.5869001 0.4465697
## Consumer Defensive 0.7796773 0.02643031 0.78929455 0.6968421 0.7000953
## Energy -0.2457322 0.90688362 -0.07099726 -0.3680440 0.1763169
## Financial Services 0.9115824 -0.29313963 0.77993092 0.9544616 0.1111001
## Healthcare 1.0000000 -0.11583114 0.89522522 0.9255329 0.3233928
## Industrials -0.1158311 1.00000000 0.06902973 -0.2489891 0.2162787
## Real Estate 0.8952252 0.06902973 1.00000000 0.7744848 0.5291963
## Technology 0.9255329 -0.24898906 0.77448478 1.0000000 0.1528305
## Utilities 0.3233928 0.21627867 0.52919629 0.1528305 1.0000000# Calculate correlation between IntradayMean and Volume
cor_intraday_volume <- cor(intraday_means$IntradayMean, intraday_means$Volume, use = "complete.obs")
# Display the correlation coefficient
print(cor_intraday_volume)## [1] -0.5406766- Values close to 1 indicate a strong positive correlation (as one increases, the other tends to increase).
- Values close to -1 indicate a strong negative correlation (as one increases, the other tends to decrease).
- A value near 0 suggests little to no linear relationship.
The correlation coefficients you calculate should align with your visual observations. If the visualizations indicate a strong trend or relationship, you would expect the correlation coefficients to reflect that relationship.
Question 4
Build a confidence interval for each of the response variable(s). Provide a detailed conclusion of the response variable (i.e., the population) based on your confidence interval.
# Calculate mean and standard error for Volume
mean_volume <- mean(intraday_means$Volume, na.rm = TRUE)
sd_volume <- sd(intraday_means$Volume, na.rm = TRUE)
n_volume <- nrow(intraday_means)
# Calculate the 95% confidence interval
error_volume <- qt(0.975, df = n_volume - 1) * (sd_volume / sqrt(n_volume))
ci_volume <- c(mean_volume - error_volume, mean_volume + error_volume)
# Display the confidence interval for Volume
print(paste("95% Confidence Interval for Volume: [", round(ci_volume[1], 2), ", ", round(ci_volume[2], 2), "]", sep = ""))## [1] "95% Confidence Interval for Volume: [227256401.45, 241387409.73]"Investors might consider this information when developing trading strategies. For instance, consistent trading volumes could signal potential for short-term trading opportunities, while a drop in volume could suggest caution. Pair this information with other technical indicators (like moving averages or price trends) to create a comprehensive analysis for investment strategies.
# Calculate mean and standard error for IntradayMean
mean_intraday <- mean(intraday_means$IntradayMean, na.rm = TRUE)
sd_intraday <- sd(intraday_means$IntradayMean, na.rm = TRUE)
n_intraday <- nrow(intraday_means)
# Calculate the 95% confidence interval
error_intraday <- qt(0.975, df = n_intraday - 1) * (sd_intraday / sqrt(n_intraday))
ci_intraday <- c(mean_intraday - error_intraday, mean_intraday + error_intraday)
# Display the confidence interval for Intraday Mean
print(paste("95% Confidence Interval for Intraday Mean: [", round(ci_intraday[1], 2), ", ", round(ci_intraday[2], 2), "]", sep = ""))## [1] "95% Confidence Interval for Intraday Mean: [63.84, 67.77]"This confidence interval suggests that you can be 95% confident that the true average intraday price of AAPL shares lies between $63.84 and $67.77 during the analyzed period. Traders might use this information to inform their buying or selling strategies. For instance, if the current market price falls below $63.84, it could be seen as an opportunity to buy, while prices approaching or exceeding $67.77 might prompt selling decisions.