├── README.md ├── requirements.txt └── AAPL.csv /README.md: -------------------------------------------------------------------------------- 1 | # Stock Price Prediction Using ARIMA-LSTM Hybrid Model 2 | 3 | **Prerequisite -** 4 | - Statistics and Hypothesis Testing. 5 | - Recurrent Neural Network and problems with them. 6 | 7 | **Dataset -** This dataset contains APPLE(AAPL) stock price from year 2016. 8 | 9 | ## Introduction 10 | 11 | Time series exploration is a very important area of data analysis, extracting knowledge from past observations to identify the evolution of a phenomenon in the present and facilitate its projection into the future. 12 | 13 | One of the most famous and popular models for this type of analysis is the ARIMA model. The popularity of this model comes mainly from its flexibility, quality and versatility. It is available for autoregressive processes (AR), moving average processes (MA) and the combination of the two (ARMA). ARIMA operates on processes that are called stationary, but can adapt to processes that are not in its integrated version. 14 | 15 | Another famous model is Neural networks that outperform traditional statistical models, whether it is a question of regression, classification or more advanced problems when we have very massive amount of data. The particularity of neural networks is their tendency to adapt to the features created by the data or rather able to learn the distribution itself. Neural Networks are also available in several architectures like RNN, CNN, DQN, GAN each corresponding to a particular type of problem. 16 | 17 | In this repository I tried to couple the effect of these two model to produce a result that could exceed the individual performance of each model. 18 | 19 | ## Model Description 20 | 21 | #### ARIMA Model (Autoregressive Integrated Moving Average) : 22 | 23 | ARIMA was first introduced by Box and Jenkins in 1976. ARIMA characterizes time series by going from three fundamental aspects: 24 | - Autoregressive terms (AR) that model past process information. 25 | - Integrated terms (I) that model the differences needed to make the process stationary. 26 | - The moving average (MA) that controls the past information of noise around the process. 27 | 28 | Equation of the ARIMA model is given by : 29 | 30 | 31 | 32 | #### LSTM Model (Long Short Term Memory) : 33 | 34 | LSTM networks are a type of recurrent neural network capable of learning order dependence in sequence prediction problems. They were introduced by Hochreiter & Schmidhuber in 1997. LSTMs are designed to avoid the long-term dependency problem. Remembering information for long periods of time is practically their default behaviour, not something they struggle to learn. 35 | 36 | 37 | 38 | #### Hybrid Model : 39 | 40 | First we will train the data on ARIMA model to capture the linearity and then train the output of the previous model on LSTM model which tries to capture the non-linearity which is present in the data. Combining the two would help us to capture certain patterns that would be inaccessible to one of the two models. 41 | 42 |
43 | To get a better understanding of above models I'm linking some research paper and blog post which will be helpful. 44 | 45 | - [Autoregressive Integrated Moving Average](https://www.ncss.com/wp-content/themes/ncss/pdf/Procedures/NCSS/The_Box-Jenkins_Method.pdf) or go to this post [https://medium.com/@kangeugine/time-series-arima-model-11140bc08c6](https://medium.com/@kangeugine/time-series-arima-model-11140bc08c6) 46 | - [Long Short Term Memory](https://www.bioinf.jku.at/publications/older/2604.pdf) or go to this post [https://colah.github.io/posts/2015-08-Understanding-LSTMs/](https://colah.github.io/posts/2015-08-Understanding-LSTMs/) 47 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | absl-py==0.10.0 2 | appdirs==1.4.4 3 | argon2-cffi==20.1.0 4 | asgiref==3.3.1 5 | astroid==2.4.2 6 | astunparse==1.6.3 7 | async-generator==1.10 8 | attrs==20.2.0 9 | backcall==0.2.0 10 | beautifulsoup4==4.9.2 11 | bleach==3.2.1 12 | blis==0.4.1 13 | cachetools==4.1.1 14 | catalogue==1.0.0 15 | certifi==2020.6.20 16 | cffi==1.14.2 17 | chardet==3.0.4 18 | click==7.1.2 19 | coards==1.0.5 20 | colorama==0.4.3 21 | confuse==1.4.0 22 | cvlib==0.2.5 23 | cycler==0.10.0 24 | cymem==2.0.3 25 | dataclasses==0.6 26 | decorator==4.4.2 27 | defusedxml==0.6.0 28 | distlib==0.3.1 29 | Django==3.1.4 30 | django-jinja==2.7.0 31 | docopt==0.6.2 32 | en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.3.1/en_core_web_sm-2.3.1.tar.gz 33 | entrypoints==0.3 34 | Extract==1.0 35 | fastapi==0.63.0 36 | filelock==3.0.12 37 | Flask==1.1.2 38 | Flask-SocketIO==4.3.1 39 | future==0.18.2 40 | gast==0.3.3 41 | google-auth==1.21.1 42 | google-auth-oauthlib==0.4.1 43 | google-pasta==0.2.0 44 | greenlet==1.0.0 45 | grpcio==1.31.0 46 | gunicorn==18.0 47 | h11==0.12.0 48 | h5py==2.10.0 49 | htmlmin==0.1.12 50 | idna==2.10 51 | ImageHash==4.2.0 52 | imageio==2.9.0 53 | imutils==0.5.3 54 | ipykernel==5.3.4 55 | ipython==7.18.1 56 | ipython-genutils==0.2.0 57 | ipywidgets==7.5.1 58 | isort==5.6.4 59 | itsdangerous==1.1.0 60 | jedi==0.17.2 61 | Jinja2==2.11.2 62 | joblib==0.16.0 63 | jsonschema==3.2.0 64 | jupyter==1.0.0 65 | jupyter-client==6.1.7 66 | jupyter-console==6.2.0 67 | jupyter-core==4.6.3 68 | jupyterlab-pygments==0.1.1 69 | jupyterthemes==0.20.0 70 | Keras-Preprocessing==1.1.2 71 | keras-tuner==1.0.2 72 | kiwisolver==1.2.0 73 | lazy-object-proxy==1.4.3 74 | lesscpy==0.14.0 75 | llvmlite==0.34.0 76 | lxml==4.5.2 77 | Markdown==3.2.2 78 | MarkupSafe==1.1.1 79 | matplotlib==3.3.1 80 | mccabe==0.6.1 81 | mediapipe==0.8.3.1 82 | missingno==0.4.2 83 | mistune==0.8.4 84 | mlxtend==0.18.0 85 | murmurhash==1.0.2 86 | nbclient==0.5.0 87 | nbconvert==6.0.4 88 | nbformat==5.0.7 89 | nest-asyncio==1.4.0 90 | networkx==2.5 91 | nltk==3.5 92 | notebook==6.1.4 93 | numba==0.51.2 94 | numpy==1.18.5 95 | oauthlib==3.1.0 96 | opencv-python==4.4.0.42 97 | opt-einsum==3.3.0 98 | packaging==20.4 99 | pandas==1.1.1 100 | pandas-datareader==0.9.0 101 | pandas-profiling==2.9.0 102 | pandocfilters==1.4.2 103 | parso==0.7.1 104 | phik==0.10.0 105 | pickleshare==0.7.5 106 | Pillow==7.2.0 107 | plac==1.1.3 108 | ply==3.11 109 | preshed==3.0.2 110 | progressbar==2.5 111 | prometheus-client==0.8.0 112 | prompt-toolkit==3.0.7 113 | protobuf==3.13.0 114 | pyasn1==0.4.8 115 | pyasn1-modules==0.2.8 116 | PyAudio @ file:///C:/Users/Administrator/Downloads/PyAudio-0.2.11-cp38-cp38-win_amd64.whl 117 | pycparser==2.20 118 | pydantic==1.8.1 119 | Pydap==3.2.2 120 | Pygments==2.7.1 121 | pylint==2.6.0 122 | pyparsing==2.4.7 123 | pyrsistent==0.17.3 124 | python-dateutil==2.8.1 125 | python-engineio==3.13.2 126 | python-firebase==1.2 127 | python-multipart==0.0.5 128 | python-socketio==4.6.0 129 | pytz==2020.1 130 | PyWavelets==1.1.1 131 | pywin32==228 132 | pywinpty==0.5.7 133 | PyYAML==5.3.1 134 | pyzmq==19.0.2 135 | qtconsole==4.7.7 136 | QtPy==1.9.0 137 | regex==2020.7.14 138 | requests==2.24.0 139 | requests-oauthlib==1.3.0 140 | rsa==4.6 141 | scapy==2.4.4 142 | scikit-image==0.17.2 143 | scikit-learn==0.23.2 144 | scipy==1.4.1 145 | seaborn==0.11.0 146 | Send2Trash==1.5.0 147 | six==1.15.0 148 | sklearn==0.0 149 | soupsieve==2.0.1 150 | spacy==2.3.2 151 | SpeechRecognition==3.8.1 152 | SQLAlchemy==1.4.12 153 | sqlparse==0.4.1 154 | srsly==1.0.2 155 | starlette==0.13.6 156 | statsmodels==0.12.2 157 | tabulate==0.8.7 158 | tangled-up-in-unicode==0.0.6 159 | tensorboard==2.3.0 160 | tensorboard-plugin-wit==1.7.0 161 | tensorflow==2.3.0 162 | tensorflow-estimator==2.3.0 163 | termcolor==1.1.0 164 | terminado==0.9.1 165 | terminaltables==3.1.0 166 | testpath==0.4.4 167 | thinc==7.4.1 168 | threadpoolctl==2.1.0 169 | tifffile==2020.10.1 170 | toml==0.10.2 171 | tornado==6.0.4 172 | tqdm==4.49.0 173 | traitlets==5.0.4 174 | typing-extensions==3.7.4.3 175 | urllib3==1.25.10 176 | uvicorn==0.13.4 177 | virtualenv==20.2.1 178 | virtualenvwrapper-win==1.2.6 179 | visions==0.5.0 180 | wasabi==0.8.0 181 | wcwidth==0.2.5 182 | webcam-streamer==1.0.5 183 | webencodings==0.5.1 184 | WebOb==1.8.6 185 | Werkzeug==1.0.1 186 | widgetsnbextension==3.5.1 187 | wrapt==1.12.1 188 | -------------------------------------------------------------------------------- /AAPL.csv: -------------------------------------------------------------------------------- 1 | symbol,date,close,high,low,open,volume,adjClose,adjHigh,adjLow,adjOpen,adjVolume,divCash,splitFactor 2 | AAPL,2016-03-23 00:00:00+00:00,106.13,107.07,105.9,106.48,25703495,24.6738173108,24.8923548428,24.6203453615,24.7551876685,102813980,0.0,1.0 3 | AAPL,2016-03-24 00:00:00+00:00,105.67,106.25,104.89,105.47,26132955,24.5668734122,24.7017157191,24.3855337579,24.5203760649,104531820,0.0,1.0 4 | AAPL,2016-03-28 00:00:00+00:00,105.19,106.19,105.06,106.0,19411372,24.4552797788,24.687766515,24.4250565031,24.6435940351,77645488,0.0,1.0 5 | AAPL,2016-03-29 00:00:00+00:00,107.68,107.79,104.88,104.89,31190083,25.0341717519,25.0597452929,24.3832088906,24.3855337579,124760332,0.0,1.0 6 | AAPL,2016-03-30 00:00:00+00:00,109.56,110.42,108.6,108.65,45601149,25.4712468159,25.671185409,25.2480595492,25.259683886,182404596,0.0,1.0 7 | AAPL,2016-03-31 00:00:00+00:00,108.99,109.9,108.88,109.72,25888449,25.3387293763,25.5502923062,25.3131558353,25.5084446937,103553796,0.0,1.0 8 | AAPL,2016-04-01 00:00:00+00:00,109.99,110.0,108.2,108.78,25873950,25.5712161125,25.5735409798,25.1550648547,25.2899071617,103495800,0.0,1.0 9 | AAPL,2016-04-04 00:00:00+00:00,111.12,112.19,110.27,110.42,37356204,25.8339261243,26.082686932,25.6363123986,25.671185409,149424816,0.0,1.0 10 | AAPL,2016-04-05 00:00:00+00:00,109.81,110.73,109.42,109.51,26578652,25.5293684999,25.7432562972,25.4386986728,25.4596224791,106314608,0.0,1.0 11 | AAPL,2016-04-06 00:00:00+00:00,110.96,110.98,109.2,110.23,26404077,25.7967282465,25.8013779813,25.3875515909,25.6270129291,105616308,0.0,1.0 12 | AAPL,2016-04-07 00:00:00+00:00,108.54,110.42,108.121,109.95,31801870,25.234110345,25.671185409,25.1366984025,25.561916643,127207480,0.0,1.0 13 | AAPL,2016-04-08 00:00:00+00:00,108.66,109.77,108.17,108.91,23581740,25.2620087533,25.5200690305,25.1480902526,25.3201304374,94326960,0.0,1.0 14 | AAPL,2016-04-11 00:00:00+00:00,109.02,110.61,108.83,108.97,29407518,25.3457039784,25.7153578889,25.3015314985,25.3340796415,117630072,0.0,1.0 15 | AAPL,2016-04-12 00:00:00+00:00,110.44,110.5,108.66,109.34,27232325,25.6758351437,25.6897843479,25.2620087533,25.4200997339,108929300,0.0,1.0 16 | AAPL,2016-04-13 00:00:00+00:00,112.04,112.34,110.8,110.8,33257316,26.0478139216,26.1175599425,25.7595303688,25.7595303688,133029264,0.0,1.0 17 | AAPL,2016-04-14 00:00:00+00:00,112.1,112.39,111.33,111.62,25473923,26.0617631258,26.1291842793,25.8827483389,25.9501694924,101895692,0.0,1.0 18 | AAPL,2016-04-15 00:00:00+00:00,109.85,112.3,109.73,112.11,46938969,25.5386679694,26.108260473,25.510769561,26.0640879932,187755876,0.0,1.0 19 | AAPL,2016-04-18 00:00:00+00:00,107.48,108.95,106.94,108.89,60821461,24.9876744046,25.3294299068,24.8621315671,25.3154807027,243285844,0.0,1.0 20 | AAPL,2016-04-19 00:00:00+00:00,106.91,108.0,106.23,107.88,32384879,24.855156965,25.1085675075,24.6970659844,25.0806690991,129539516,0.0,1.0 21 | AAPL,2016-04-20 00:00:00+00:00,107.13,108.09,106.06,106.64,30611030,24.906304047,25.1294913137,24.6575432393,24.7923855462,122444120,0.0,1.0 22 | AAPL,2016-04-21 00:00:00+00:00,105.97,106.93,105.52,106.93,31552525,24.636619433,24.8598066997,24.5320004017,24.8598066997,126210100,0.0,1.0 23 | AAPL,2016-04-22 00:00:00+00:00,105.68,106.48,104.62,105.01,33683121,24.5691982795,24.7551876685,24.3227623392,24.4134321663,134732484,0.0,1.0 24 | AAPL,2016-04-25 00:00:00+00:00,105.08,105.65,104.51,105.0,28031588,24.4297062378,24.5622236774,24.2971887982,24.4111072989,112126352,0.0,1.0 25 | AAPL,2016-04-26 00:00:00+00:00,104.35,105.3,103.91,103.91,56016165,24.2599909204,24.4808533198,24.1576967565,24.1576967565,224064660,0.0,1.0 26 | AAPL,2016-04-27 00:00:00+00:00,97.82,98.71,95.68,96.0,114602142,22.7418525331,22.9487657283,22.2443309177,22.3187266733,458408568,0.0,1.0 27 | AAPL,2016-04-28 00:00:00+00:00,94.83,97.88,94.25,97.61,82242690,22.046717192,22.7558017373,21.911874885,22.6930303185,328970760,0.0,1.0 28 | AAPL,2016-04-29 00:00:00+00:00,93.74,94.72,92.51,93.99,68531478,21.7933066495,22.021143651,21.507347964,21.8514283336,274125912,0.0,1.0 29 | AAPL,2016-05-02 00:00:00+00:00,93.64,94.08,92.4,93.965,48160104,21.7700579759,21.8723521398,21.481774423,21.8456161652,192640416,0.0,1.0 30 | AAPL,2016-05-03 00:00:00+00:00,95.18,95.74,93.68,94.2,56831277,22.1280875496,22.2582801219,21.7793574454,21.9002505482,227325108,0.0,1.0 31 | AAPL,2016-05-04 00:00:00+00:00,94.19,95.9,93.82,95.2,41025475,21.8979256808,22.2954779997,21.8119055884,22.1327372843,164101900,0.0,1.0 32 | AAPL,2016-05-05 00:00:00+00:00,93.24,94.07,92.68,94.0,35890500,21.8095807211,22.0037243504,21.6785922483,21.9873507913,143562000,0.57,1.0 33 | AAPL,2016-05-06 00:00:00+00:00,92.72,93.45,91.85,93.37,43699886,21.6879485677,21.8587013984,21.4844486189,21.8399887594,174799544,0.0,1.0 34 | AAPL,2016-05-09 00:00:00+00:00,92.79,93.77,92.59,93.0,32936436,21.7043221268,21.9335519542,21.6575405294,21.7534428041,131745744,0.0,1.0 35 | AAPL,2016-05-10 00:00:00+00:00,93.42,93.57,92.11,93.33,33686836,21.8516841587,21.8867703568,21.5452646956,21.8306324399,134747344,0.0,1.0 36 | AAPL,2016-05-11 00:00:00+00:00,92.51,93.57,92.46,93.48,28719109,21.6388278904,21.8867703568,21.6271324911,21.865718638,114876436,0.0,1.0 37 | AAPL,2016-05-12 00:00:00+00:00,90.34,92.78,89.47,92.72,76314690,21.1312475583,21.701983047,20.9277476095,21.6879485677,305258760,0.0,1.0 38 | AAPL,2016-05-13 00:00:00+00:00,90.52,91.67,90.0,90.0,44392765,21.173350996,21.4423451812,21.0517188427,21.0517188427,177571060,0.0,1.0 39 | AAPL,2016-05-16 00:00:00+00:00,93.88,94.39,91.65,92.39,61259756,21.9592818328,22.0785749063,21.4376670215,21.610758932,245039024,0.0,1.0 40 | AAPL,2016-05-17 00:00:00+00:00,93.49,94.7,93.01,94.55,46916939,21.8680577178,22.1510863823,21.755781884,22.1160001842,187667756,0.0,1.0 41 | AAPL,2016-05-18 00:00:00+00:00,94.56,95.21,93.89,94.16,42062391,22.1183392641,22.2703794557,21.9616209127,22.0247760692,168249564,0.0,1.0 42 | AAPL,2016-05-19 00:00:00+00:00,94.2,94.64,93.57,94.64,30442100,22.0341323887,22.1370519031,21.8867703568,22.1370519031,121768400,0.0,1.0 43 | AAPL,2016-05-20 00:00:00+00:00,95.22,95.43,94.52,94.64,32025968,22.2727185356,22.3218392129,22.1089829446,22.1370519031,128103872,0.0,1.0 44 | AAPL,2016-05-23 00:00:00+00:00,96.43,97.19,95.67,95.87,38018643,22.5557472,22.7335172703,22.3779771298,22.4247587272,152074572,0.0,1.0 45 | AAPL,2016-05-24 00:00:00+00:00,97.9,98.09,96.84,97.22,35140174,22.8995919411,22.9440344587,22.6516494748,22.7405345099,140560696,0.0,1.0 46 | AAPL,2016-05-25 00:00:00+00:00,99.62,99.74,98.11,98.67,38642108,23.301913679,23.3299826375,22.9487126184,23.0797010912,154568432,0.0,1.0 47 | AAPL,2016-05-26 00:00:00+00:00,100.41,100.73,98.64,99.68,56331159,23.4867009889,23.5615515447,23.0726838516,23.3159481582,225324636,0.0,1.0 48 | AAPL,2016-05-27 00:00:00+00:00,100.35,100.47,99.245,99.44,36341240,23.4726665096,23.5007354681,23.2141981838,23.2598102413,145364960,0.0,1.0 49 | AAPL,2016-05-31 00:00:00+00:00,99.86,100.4,98.82,99.6,42307212,23.3580515959,23.484361909,23.1147872893,23.2972355193,169228848,0.0,1.0 50 | AAPL,2016-06-01 00:00:00+00:00,98.46,99.54,98.33,99.02,29173285,23.0305804139,23.28320104,23.0001723756,23.1615688867,116693140,0.0,1.0 51 | AAPL,2016-06-02 00:00:00+00:00,97.72,97.84,96.63,97.6,40191600,22.8574885034,22.8855574619,22.6025287975,22.829419545,160766400,0.0,1.0 52 | AAPL,2016-06-03 00:00:00+00:00,97.92,98.27,97.45,97.79,28504888,22.9042701009,22.9861378964,22.7943333469,22.8738620625,114019552,0.0,1.0 53 | AAPL,2016-06-06 00:00:00+00:00,98.63,101.89,97.55,97.99,23292504,23.0703447717,23.8328848098,22.8177241456,22.92064366,93170016,0.0,1.0 54 | AAPL,2016-06-07 00:00:00+00:00,99.03,99.87,98.96,99.25,22409450,23.1639079666,23.3603906758,23.1475344075,23.2153677238,89637800,0.0,1.0 55 | AAPL,2016-06-08 00:00:00+00:00,98.94,99.56,98.68,99.02,20848131,23.1428562478,23.2878791998,23.0820401711,23.1615688867,83392524,0.0,1.0 56 | AAPL,2016-06-09 00:00:00+00:00,99.65,99.99,98.46,98.5,26601354,23.3089309186,23.3884596343,23.0305804139,23.0399367334,106405416,0.0,1.0 57 | AAPL,2016-06-10 00:00:00+00:00,98.83,99.3457,98.48,98.53,31712936,23.1171263692,23.2377527181,23.0352585737,23.046953973,126851744,0.0,1.0 58 | AAPL,2016-06-13 00:00:00+00:00,97.34,99.12,97.1,98.69,38020494,22.7686034683,23.1849596854,22.7124655514,23.084379251,152081976,0.0,1.0 59 | AAPL,2016-06-14 00:00:00+00:00,97.46,98.475,96.75,97.32,31931944,22.7966724268,23.0340890337,22.6305977559,22.7639253086,127727776,0.0,1.0 60 | AAPL,2016-06-15 00:00:00+00:00,97.14,98.41,97.03,97.82,29445227,22.7218218709,23.0188850146,22.6960919923,22.8808793022,117780908,0.0,1.0 61 | AAPL,2016-06-16 00:00:00+00:00,97.55,97.75,96.07,96.45,31326815,22.8177241456,22.8645057431,22.4715403247,22.5604253598,125307260,0.0,1.0 62 | AAPL,2016-06-17 00:00:00+00:00,95.33,96.65,95.3,96.62,61008219,22.2984484142,22.6072069572,22.2914311746,22.6001897176,244032876,0.0,1.0 63 | AAPL,2016-06-20 00:00:00+00:00,95.1,96.57,95.03,96.0,34411901,22.2446495771,22.5884943182,22.228276018,22.4551667656,137647604,0.0,1.0 64 | AAPL,2016-06-21 00:00:00+00:00,95.91,96.35,94.676,94.94,35546358,22.4341150467,22.5370345611,22.1454725906,22.2072242992,142185432,0.0,1.0 65 | AAPL,2016-06-22 00:00:00+00:00,95.55,96.89,95.35,96.25,29219122,22.3499081714,22.6633448741,22.3031265739,22.5136437624,116876488,0.0,1.0 66 | AAPL,2016-06-23 00:00:00+00:00,96.1,96.29,95.25,95.94,32240187,22.4785575643,22.5230000818,22.2797357752,22.4411322863,128960748,0.0,1.0 67 | AAPL,2016-06-24 00:00:00+00:00,93.4,94.655,92.65,92.91,75311356,21.847005999,22.1405605229,21.6715750086,21.7323910853,301245424,0.0,1.0 68 | AAPL,2016-06-27 00:00:00+00:00,92.04,93.05,91.5,93.0,46622188,21.5288911365,21.7651382035,21.4025808234,21.7534428041,186488752,0.0,1.0 69 | AAPL,2016-06-28 00:00:00+00:00,93.59,93.66,92.14,92.9,40444914,21.8914485166,21.9078220757,21.5522819352,21.7300520054,161779656,0.0,1.0 70 | AAPL,2016-06-29 00:00:00+00:00,94.4,94.55,93.63,93.97,36531006,22.0809139861,22.1160001842,21.900804836,21.9803335517,146124024,0.0,1.0 71 | AAPL,2016-06-30 00:00:00+00:00,95.6,95.77,94.3,94.44,35836356,22.3616035707,22.4013679285,22.0575231874,22.0902703056,143345424,0.0,1.0 72 | AAPL,2016-07-01 00:00:00+00:00,95.89,96.465,95.33,95.49,26026540,22.429436887,22.5639339796,22.2984484142,22.3358736921,104106160,0.0,1.0 73 | AAPL,2016-07-05 00:00:00+00:00,94.99,95.4,94.46,95.39,27705210,22.2189196986,22.3148219733,22.0949484654,22.3124828934,110820840,0.0,1.0 74 | AAPL,2016-07-06 00:00:00+00:00,95.53,95.66,94.37,94.6,30949090,22.3452300116,22.3756380499,22.0738967465,22.1276955836,123796360,0.0,1.0 75 | AAPL,2016-07-07 00:00:00+00:00,95.94,96.5,95.62,95.7,25139558,22.4411322863,22.5721207591,22.3662817305,22.3849943694,100558232,0.0,1.0 76 | AAPL,2016-07-08 00:00:00+00:00,96.68,96.89,96.05,96.49,28912103,22.6142241968,22.6633448741,22.4668621649,22.5697816793,115648412,0.0,1.0 77 | AAPL,2016-07-11 00:00:00+00:00,96.98,97.65,96.73,96.75,23794945,22.684396593,22.8411149444,22.6259195962,22.6305977559,95179780,0.0,1.0 78 | AAPL,2016-07-12 00:00:00+00:00,97.42,97.7,97.12,97.17,24167463,22.7873161073,22.8528103437,22.7171437112,22.7288391105,96669852,0.0,1.0 79 | AAPL,2016-07-13 00:00:00+00:00,96.87,97.67,96.84,97.41,25892171,22.6586667144,22.8457931041,22.6516494748,22.7849770274,103568684,0.0,1.0 80 | AAPL,2016-07-14 00:00:00+00:00,98.79,98.99,97.32,97.39,38918997,23.1077700497,23.1545516471,22.7639253086,22.7802988677,155675988,0.0,1.0 81 | AAPL,2016-07-15 00:00:00+00:00,98.78,99.3,98.5,98.92,30136990,23.1054309698,23.2270631231,23.0399367334,23.138178088,120547960,0.0,1.0 82 | AAPL,2016-07-18 00:00:00+00:00,99.83,100.13,98.6,98.7,36493867,23.3510343563,23.4212067525,23.0633275321,23.0867183308,145975468,0.0,1.0 83 | AAPL,2016-07-19 00:00:00+00:00,99.87,100.0,99.34,99.56,23779924,23.3603906758,23.3907987141,23.2364194426,23.2878791998,95119696,0.0,1.0 84 | AAPL,2016-07-20 00:00:00+00:00,99.96,100.46,99.735,100.0,26275968,23.3814423946,23.4983963882,23.3288130975,23.3907987141,105103872,0.0,1.0 85 | AAPL,2016-07-21 00:00:00+00:00,99.43,101.0,99.13,99.83,32702028,23.2574711615,23.6247067013,23.1872987653,23.3510343563,130808112,0.0,1.0 86 | AAPL,2016-07-22 00:00:00+00:00,98.66,99.3,98.31,99.26,28313669,23.0773620114,23.2270631231,22.9954942159,23.2177068036,113254676,0.0,1.0 87 | AAPL,2016-07-25 00:00:00+00:00,97.34,98.84,96.92,98.25,40382921,22.7686034683,23.119465449,22.6703621137,22.9814597366,161531684,0.0,1.0 88 | AAPL,2016-07-26 00:00:00+00:00,96.67,97.97,96.42,96.82,56239822,22.611885117,22.9159655002,22.5534081202,22.646971315,224959288,0.0,1.0 89 | AAPL,2016-07-27 00:00:00+00:00,102.95,104.35,102.75,104.265,92344820,24.0808272762,24.4082984582,24.0340456788,24.3884162793,369379280,0.0,1.0 90 | AAPL,2016-07-28 00:00:00+00:00,104.34,104.45,102.82,102.83,39869839,24.4059593783,24.4316892569,24.0504192379,24.0527583177,159479356,0.0,1.0 91 | AAPL,2016-07-29 00:00:00+00:00,104.21,104.55,103.68,104.19,27733688,24.37555134,24.4550800556,24.2515801068,24.3708731803,110934752,0.0,1.0 92 | AAPL,2016-08-01 00:00:00+00:00,106.05,106.15,104.41,104.41,38167871,24.8059420363,24.8293328351,24.4223329374,24.4223329374,152671484,0.0,1.0 93 | AAPL,2016-08-02 00:00:00+00:00,104.48,106.07,104.0,106.05,33816556,24.4387064965,24.8106201961,24.3264306627,24.8059420363,135266224,0.0,1.0 94 | AAPL,2016-08-03 00:00:00+00:00,105.79,105.84,104.77,104.81,30202641,24.7451259597,24.756821359,24.5065398128,24.5158961323,120810564,0.0,1.0 95 | AAPL,2016-08-04 00:00:00+00:00,105.87,106.0,105.28,105.58,27408650,24.8971661513,24.9277379054,24.7584174215,24.8289676231,109634600,0.57,1.0 96 | AAPL,2016-08-05 00:00:00+00:00,107.48,107.65,106.18,106.27,40553402,25.2757855667,25.3157640143,24.9700680263,24.9912330868,162213608,0.0,1.0 97 | AAPL,2016-08-08 00:00:00+00:00,108.37,108.37,107.16,107.52,28037220,25.4850844981,25.4850844981,25.2005320183,25.2851922602,112148880,0.0,1.0 98 | AAPL,2016-08-09 00:00:00+00:00,108.81,108.94,108.01,108.23,26315204,25.5885581272,25.6191298812,25.4004242562,25.4521610707,105260816,0.0,1.0 99 | AAPL,2016-08-10 00:00:00+00:00,108.0,108.9,107.76,108.71,24008505,25.3980725828,25.6097231877,25.3416324215,25.5650413933,96034020,0.0,1.0 100 | AAPL,2016-08-11 00:00:00+00:00,107.93,108.93,107.85,108.52,27484506,25.3816108691,25.6167782078,25.362797482,25.520359599,109938024,0.0,1.0 101 | AAPL,2016-08-12 00:00:00+00:00,108.18,108.44,107.78,107.78,18660434,25.4404027038,25.5015462119,25.3463357683,25.3463357683,74641736,0.0,1.0 102 | AAPL,2016-08-15 00:00:00+00:00,109.48,109.54,108.08,108.14,25868209,25.7461202441,25.7602302845,25.4168859699,25.4309960102,103472836,0.0,1.0 103 | AAPL,2016-08-16 00:00:00+00:00,109.38,110.23,109.21,109.63,33794448,25.7226035103,25.9224957482,25.6826250627,25.7813953449,135177792,0.0,1.0 104 | AAPL,2016-08-17 00:00:00+00:00,109.22,109.37,108.34,109.1,25355976,25.6849767361,25.7202518369,25.478029478,25.6567566554,101423904,0.0,1.0 105 | AAPL,2016-08-18 00:00:00+00:00,109.08,109.6,109.02,109.23,21984703,25.6520533086,25.7743403248,25.6379432683,25.6873284095,87938812,0.0,1.0 106 | AAPL,2016-08-19 00:00:00+00:00,109.36,109.69,108.36,108.77,25368072,25.7179001635,25.7955053853,25.4827328248,25.5791514336,101472288,0.0,1.0 107 | AAPL,2016-08-22 00:00:00+00:00,108.51,109.1,107.85,108.86,25820230,25.5180079256,25.6567566554,25.362797482,25.6003164941,103280920,0.0,1.0 108 | AAPL,2016-08-23 00:00:00+00:00,108.85,109.32,108.53,108.59,21257669,25.5979648207,25.7084934699,25.5227112723,25.5368213127,85030676,0.0,1.0 109 | AAPL,2016-08-24 00:00:00+00:00,108.03,108.75,107.68,108.565,23675081,25.405127603,25.5744480869,25.3228190344,25.5309421292,94700324,0.0,1.0 110 | AAPL,2016-08-25 00:00:00+00:00,107.57,107.88,106.68,107.39,25086248,25.2969506272,25.3698525022,25.0876516957,25.2546205062,100344992,0.0,1.0 111 | AAPL,2016-08-26 00:00:00+00:00,106.94,107.95,106.31,107.41,27766291,25.1487952038,25.3863142159,25.0006397804,25.259323853,111065164,0.0,1.0 112 | AAPL,2016-08-29 00:00:00+00:00,106.82,107.44,106.29,106.62,24970300,25.1205751231,25.2663788731,24.9959364336,25.0735416554,99881200,0.0,1.0 113 | AAPL,2016-08-30 00:00:00+00:00,106.0,106.5,105.5,105.8,24863945,24.9277379054,25.0453215747,24.810154236,24.8807044376,99455780,0.0,1.0 114 | AAPL,2016-08-31 00:00:00+00:00,106.1,106.5699,105.64,105.66,29662406,24.9512546392,25.0617597717,24.8430776634,24.8477810102,118649624,0.0,1.0 115 | AAPL,2016-09-01 00:00:00+00:00,106.73,106.8,105.62,106.14,26701523,25.0994100626,25.1158717763,24.8383743166,24.9606613328,106806092,0.0,1.0 116 | AAPL,2016-09-02 00:00:00+00:00,107.73,108.0,106.82,107.7,26802450,25.3345774014,25.3980725828,25.1205751231,25.3275223812,107209800,0.0,1.0 117 | AAPL,2016-09-06 00:00:00+00:00,107.7,108.3,107.51,107.9,26880391,25.3275223812,25.4686227844,25.2828405868,25.3745558489,107521564,0.0,1.0 118 | AAPL,2016-09-07 00:00:00+00:00,108.36,108.76,107.07,107.83,42364328,25.4827328248,25.5767997603,25.1793669578,25.3580941352,169457312,0.0,1.0 119 | AAPL,2016-09-08 00:00:00+00:00,105.52,107.27,105.24,107.25,53002026,24.8148575828,25.2264004255,24.7490107279,25.2216970788,212008104,0.0,1.0 120 | AAPL,2016-09-09 00:00:00+00:00,103.13,105.72,103.13,104.64,46556984,24.2528076432,24.8618910505,24.2528076432,24.6079103247,186227936,0.0,1.0 121 | AAPL,2016-09-12 00:00:00+00:00,105.44,105.72,102.53,102.65,45292770,24.7960441957,24.8618910505,24.11170724,24.1399273206,181171080,0.0,1.0 122 | AAPL,2016-09-13 00:00:00+00:00,107.95,108.79,107.24,107.51,62176190,25.3863142159,25.5838547804,25.2193454054,25.2828405868,248704760,0.0,1.0 123 | AAPL,2016-09-14 00:00:00+00:00,111.77,113.03,108.6,108.73,112340318,26.2846534498,26.5809642966,25.5391729861,25.5697447401,449361272,0.0,1.0 124 | AAPL,2016-09-15 00:00:00+00:00,115.57,115.73,113.49,113.86,90613177,27.178289337,27.2159161112,26.6891412724,26.7761531878,362452708,0.0,1.0 125 | AAPL,2016-09-16 00:00:00+00:00,114.92,116.13,114.04,115.12,79886911,27.0254305668,27.3099830467,26.8184833087,27.0724640346,319547644,0.0,1.0 126 | AAPL,2016-09-19 00:00:00+00:00,113.58,116.18,113.25,115.19,47023046,26.7103063329,27.3217414136,26.6327011111,27.0889257483,188092184,0.0,1.0 127 | AAPL,2016-09-20 00:00:00+00:00,113.57,114.12,112.51,113.05,34514269,26.7079546595,26.8372966958,26.4586772805,26.5856676434,138057076,0.0,1.0 128 | AAPL,2016-09-21 00:00:00+00:00,113.55,113.989,112.441,113.85,36003185,26.7032513128,26.8064897745,26.4424507341,26.7738015144,144012740,0.0,1.0 129 | AAPL,2016-09-22 00:00:00+00:00,114.62,114.94,114.0,114.35,31073984,26.9548803652,27.0301339136,26.8090766152,26.8913851838,124295936,0.0,1.0 130 | AAPL,2016-09-23 00:00:00+00:00,112.71,114.79,111.55,114.42,52481151,26.5057107482,26.9948588128,26.2329166353,26.9078468975,209924604,0.0,1.0 131 | AAPL,2016-09-26 00:00:00+00:00,112.88,113.39,111.55,111.64,29869442,26.5456891958,26.6656245386,26.2329166353,26.2540816958,119477768,0.0,1.0 132 | AAPL,2016-09-27 00:00:00+00:00,113.09,113.18,112.34,113.0,24607412,26.595074337,26.6162393974,26.4186988329,26.5739092765,98429648,0.0,1.0 133 | AAPL,2016-09-28 00:00:00+00:00,113.95,114.64,113.43,113.69,29641085,26.7973182483,26.959583712,26.6750312321,26.7361747402,118564340,0.0,1.0 134 | AAPL,2016-09-29 00:00:00+00:00,112.18,113.8,111.8,113.16,35886990,26.3810720587,26.7620431474,26.29170847,26.6115360507,143547960,0.0,1.0 135 | AAPL,2016-09-30 00:00:00+00:00,113.05,113.37,111.8,112.46,36379106,26.5856676434,26.6609211918,26.29170847,26.4469189136,145516424,0.0,1.0 136 | AAPL,2016-10-03 00:00:00+00:00,112.52,113.05,112.28,112.71,21701760,26.4610289539,26.5856676434,26.4045887926,26.5057107482,86807040,0.0,1.0 137 | AAPL,2016-10-04 00:00:00+00:00,113.0,114.31,112.63,113.06,29736835,26.5739092765,26.8819784902,26.4868973611,26.5880193168,118947340,0.0,1.0 138 | AAPL,2016-10-05 00:00:00+00:00,113.05,113.66,112.69,113.4,21453089,26.5856676434,26.72911972,26.5010074015,26.667976212,85812356,0.0,1.0 139 | AAPL,2016-10-06 00:00:00+00:00,113.89,114.34,113.13,113.7,28779313,26.7832082079,26.8890335104,26.6044810305,26.7385264136,115117252,0.0,1.0 140 | AAPL,2016-10-07 00:00:00+00:00,114.06,114.56,113.51,114.31,24358443,26.8231866555,26.9407703249,26.6938446192,26.8819784902,97433772,0.0,1.0 141 | AAPL,2016-10-10 00:00:00+00:00,116.05,116.75,114.72,115.02,36235956,27.2911696596,27.4557867967,26.9783970991,27.0489473007,144943824,0.0,1.0 142 | AAPL,2016-10-11 00:00:00+00:00,116.3,118.69,116.2,117.7,64041043,27.3499614943,27.9120114338,27.3264447604,27.6791957685,256164172,0.0,1.0 143 | AAPL,2016-10-12 00:00:00+00:00,117.34,117.98,116.75,117.35,37586787,27.5945355266,27.7450426233,27.4557867967,27.5968871999,150347148,0.0,1.0 144 | AAPL,2016-10-13 00:00:00+00:00,116.98,117.44,115.72,116.79,35192406,27.5098752846,27.6180522604,27.2135644378,27.4651934903,140769624,0.0,1.0 145 | AAPL,2016-10-14 00:00:00+00:00,117.63,118.17,117.13,117.88,35652191,27.6627340548,27.7897244177,27.5451503854,27.7215258895,142608764,0.0,1.0 146 | AAPL,2016-10-17 00:00:00+00:00,117.55,117.84,116.78,117.33,23624896,27.6439206677,27.7121191959,27.4628418169,27.5921838532,94499584,0.0,1.0 147 | AAPL,2016-10-18 00:00:00+00:00,117.47,118.21,117.45,118.18,24553478,27.6251072806,27.7991311112,27.6204039338,27.7920760911,98213912,0.0,1.0 148 | AAPL,2016-10-19 00:00:00+00:00,117.12,117.76,113.8,117.25,20034594,27.542798712,27.6933058088,26.7620431474,27.5733704661,80138376,0.0,1.0 149 | AAPL,2016-10-20 00:00:00+00:00,117.06,117.38,116.33,116.86,24125801,27.5286886717,27.6039422201,27.3570165144,27.481655204,96503204,0.0,1.0 150 | AAPL,2016-10-21 00:00:00+00:00,116.6,116.91,116.28,116.81,23192665,27.4205116959,27.4934135709,27.3452581475,27.469896837,92770660,0.0,1.0 151 | AAPL,2016-10-24 00:00:00+00:00,117.65,117.74,117.0,117.1,23538673,27.6674374016,27.688602462,27.5145786314,27.5380953653,94154692,0.0,1.0 152 | AAPL,2016-10-25 00:00:00+00:00,118.25,118.36,117.31,117.95,48128970,27.8085378048,27.8344062121,27.5874805064,27.7379876032,192515880,0.0,1.0 153 | AAPL,2016-10-26 00:00:00+00:00,115.59,115.7,113.31,114.31,66134219,27.1829926838,27.208861091,26.6468111515,26.8819784902,264536876,0.0,1.0 154 | AAPL,2016-10-27 00:00:00+00:00,114.48,115.86,114.1,115.39,34562045,26.9219569378,27.2464878652,26.8325933491,27.135959216,138248180,0.0,1.0 155 | AAPL,2016-10-28 00:00:00+00:00,113.72,115.21,113.45,113.87,37861662,26.7432297604,27.0936290951,26.6797345789,26.7785048612,151446648,0.0,1.0 156 | AAPL,2016-10-31 00:00:00+00:00,113.54,114.23,113.2,113.65,26419398,26.7008996394,26.8631651031,26.6209427442,26.7267680466,105677592,0.0,1.0 157 | AAPL,2016-11-01 00:00:00+00:00,111.49,113.77,110.53,113.46,43825812,26.218806595,26.7549881273,25.9930459498,26.6820862523,175303248,0.0,1.0 158 | AAPL,2016-11-02 00:00:00+00:00,111.59,112.35,111.23,111.4,28331709,26.2423233289,26.4210505063,26.1576630869,26.1976415345,113326836,0.0,1.0 159 | AAPL,2016-11-03 00:00:00+00:00,109.83,111.46,109.55,110.98,26932602,25.9624741958,26.3477863413,25.8962856064,26.234320188,107730408,0.57,1.0 160 | AAPL,2016-11-04 00:00:00+00:00,108.84,110.25,108.11,108.53,30836997,25.7284502546,26.0617570799,25.5558871465,25.6551700307,123347988,0.0,1.0 161 | AAPL,2016-11-07 00:00:00+00:00,110.41,110.51,109.46,110.08,32560000,26.099579131,26.1232179129,25.8750107026,26.0215711506,130240000,0.0,1.0 162 | AAPL,2016-11-08 00:00:00+00:00,111.06,111.72,109.7,110.31,24254179,26.2532312135,26.4092471743,25.9317437793,26.075940349,97016716,0.0,1.0 163 | AAPL,2016-11-09 00:00:00+00:00,110.88,111.32,108.05,109.88,59176361,26.2106814061,26.3146920466,25.5417038774,25.9742935867,236705444,0.0,1.0 164 | AAPL,2016-11-10 00:00:00+00:00,107.79,111.09,105.83,111.09,57134541,25.4802430444,26.2603228481,25.0169229185,26.2603228481,228538164,0.0,1.0 165 | AAPL,2016-11-11 00:00:00+00:00,108.43,108.87,106.55,106.92,34143898,25.6315312487,25.7355418892,25.1871221484,25.2745856416,136575592,0.0,1.0 166 | AAPL,2016-11-14 00:00:00+00:00,105.71,107.809,104.08,107.32,51175504,24.9885563802,25.4847344129,24.6032442347,25.3691407693,204702016,0.0,1.0 167 | AAPL,2016-11-15 00:00:00+00:00,107.11,107.68,106.1593,106.57,32264510,25.3194993272,25.4542403842,25.0947654274,25.1918499048,129058040,0.0,1.0 168 | AAPL,2016-11-16 00:00:00+00:00,109.99,110.23,106.6,106.7,58840522,26.0002962469,26.0570293235,25.1989415394,25.2225803213,235362088,0.0,1.0 169 | AAPL,2016-11-17 00:00:00+00:00,109.95,110.35,108.83,109.81,27632003,25.9908407341,26.0853958618,25.7260863764,25.9577464394,110528012,0.0,1.0 170 | AAPL,2016-11-18 00:00:00+00:00,110.06,110.54,109.66,109.72,28428917,26.0168433942,26.1303095475,25.9222882665,25.9364715356,113715668,0.0,1.0 171 | AAPL,2016-11-21 00:00:00+00:00,111.73,111.99,110.01,110.12,29264571,26.4116110525,26.4730718855,26.0050240032,26.0310266634,117058284,0.0,1.0 172 | AAPL,2016-11-22 00:00:00+00:00,111.8,112.42,111.4,111.95,25965534,26.4281581998,26.5747186478,26.3336030721,26.4636163727,103862136,0.0,1.0 173 | AAPL,2016-11-23 00:00:00+00:00,111.23,111.51,110.33,111.36,27426394,26.2934171428,26.3596057322,26.0806681054,26.3241475593,109705576,0.0,1.0 174 | AAPL,2016-11-25 00:00:00+00:00,111.79,111.87,110.95,111.13,11475922,26.4257943216,26.4447053472,26.2272285534,26.2697783609,45903688,0.0,1.0 175 | AAPL,2016-11-28 00:00:00+00:00,111.57,112.465,111.39,111.43,27193983,26.3737890014,26.5853560997,26.3312391939,26.3406947067,108775932,0.0,1.0 176 | AAPL,2016-11-29 00:00:00+00:00,111.46,112.03,110.07,110.78,28528750,26.3477863413,26.4825273983,26.0192072724,26.1870426241,114115000,0.0,1.0 177 | AAPL,2016-11-30 00:00:00+00:00,110.52,112.2,110.27,111.56,36162258,26.1255817911,26.5227133276,26.0664848363,26.3714251232,144649032,0.0,1.0 178 | AAPL,2016-12-01 00:00:00+00:00,109.49,110.94,109.03,110.365,37086862,25.8821023372,26.2248646752,25.7733639403,26.0889416791,148347448,0.0,1.0 179 | AAPL,2016-12-02 00:00:00+00:00,109.9,110.09,108.85,109.17,26527997,25.9790213431,26.0239350288,25.7308141328,25.806458235,106111988,0.0,1.0 180 | AAPL,2016-12-05 00:00:00+00:00,109.11,110.03,108.25,110.0,34324540,25.7922749659,26.0097517596,25.5889814412,26.0026601251,137298160,0.0,1.0 181 | AAPL,2016-12-06 00:00:00+00:00,109.95,110.36,109.19,109.5,26195462,25.9908407341,26.08775974,25.8111859914,25.8844662154,104781848,0.0,1.0 182 | AAPL,2016-12-07 00:00:00+00:00,111.03,111.19,109.16,109.26,29998719,26.246139579,26.28396163,25.8040943568,25.8277331388,119994876,0.0,1.0 183 | AAPL,2016-12-08 00:00:00+00:00,112.12,112.43,110.6,110.86,27068316,26.503802302,26.577082526,26.1444928166,26.2059536497,108273264,0.0,1.0 184 | AAPL,2016-12-09 00:00:00+00:00,113.95,114.7,112.31,112.31,34402627,26.9363920114,27.1136828758,26.5487159877,26.5487159877,137610508,0.0,1.0 185 | AAPL,2016-12-12 00:00:00+00:00,113.3,115.0,112.49,113.29,26374377,26.7827399288,27.1845992216,26.5912657952,26.7803760506,105497508,0.0,1.0 186 | AAPL,2016-12-13 00:00:00+00:00,115.19,115.92,113.75,113.84,43733811,27.2295129073,27.4020760154,26.8891144475,26.9103893512,174935244,0.0,1.0 187 | AAPL,2016-12-14 00:00:00+00:00,115.19,116.2,114.98,115.04,34031834,27.2295129073,27.4682646048,27.1798714653,27.1940547344,136127336,0.0,1.0 188 | AAPL,2016-12-15 00:00:00+00:00,115.82,116.73,115.23,115.38,46524544,27.3784372335,27.5935501491,27.2389684201,27.274426593,186098176,0.0,1.0 189 | AAPL,2016-12-16 00:00:00+00:00,115.97,116.5,115.645,116.47,44351134,27.4138954064,27.5391809506,27.3370693651,27.532089316,177404536,0.0,1.0 190 | AAPL,2016-12-19 00:00:00+00:00,116.64,117.38,115.75,115.8,27779423,27.5722752453,27.7472022316,27.3618900861,27.3737094771,111117692,0.0,1.0 191 | AAPL,2016-12-20 00:00:00+00:00,116.95,117.5,116.68,116.74,21424965,27.6455554693,27.7755687699,27.5817307581,27.5959140273,85699860,0.0,1.0 192 | AAPL,2016-12-21 00:00:00+00:00,117.06,117.4,116.78,116.8,23783165,27.6715581294,27.751929988,27.60536954,27.6100972964,95132660,0.0,1.0 193 | AAPL,2016-12-22 00:00:00+00:00,116.29,116.51,115.64,116.35,26085854,27.4895395086,27.5415448288,27.335887426,27.5037227777,104343416,0.0,1.0 194 | AAPL,2016-12-23 00:00:00+00:00,116.52,116.52,115.59,115.59,14249484,27.543908707,27.543908707,27.324068035,27.324068035,56997936,0.0,1.0 195 | AAPL,2016-12-27 00:00:00+00:00,117.26,117.8,116.49,116.52,18296855,27.7188356933,27.8464851157,27.5368170724,27.543908707,73187420,0.0,1.0 196 | AAPL,2016-12-28 00:00:00+00:00,116.76,118.0166,116.2,117.52,20905892,27.6006417836,27.8976867174,27.4682646048,27.7802965263,83623568,0.0,1.0 197 | AAPL,2016-12-29 00:00:00+00:00,116.73,117.1095,116.4,116.45,15039519,27.5935501491,27.6832593265,27.5155421687,27.5273615597,60158076,0.0,1.0 198 | AAPL,2016-12-30 00:00:00+00:00,115.82,117.2,115.43,116.65,30586265,27.3784372335,27.7046524241,27.286245984,27.5746391235,122345060,0.0,1.0 199 | AAPL,2017-01-03 00:00:00+00:00,116.15,116.33,114.76,115.8,28781865,27.4564452139,27.4989950213,27.127866145,27.3737094771,115127460,0.0,1.0 200 | AAPL,2017-01-04 00:00:00+00:00,116.02,116.51,115.75,115.85,21118116,27.4257147974,27.5415448288,27.3618900861,27.3855288681,84472464,0.0,1.0 201 | AAPL,2017-01-05 00:00:00+00:00,116.61,116.8642,115.81,115.92,22193587,27.5651836107,27.6252733944,27.3760733553,27.4020760154,88774348,0.0,1.0 202 | AAPL,2017-01-06 00:00:00+00:00,117.91,118.16,116.47,116.78,31751900,27.8724877759,27.9315847307,27.532089316,27.60536954,127007600,0.0,1.0 203 | AAPL,2017-01-09 00:00:00+00:00,118.99,119.43,117.94,117.95,33561948,28.1277866207,28.2317972612,27.8795794104,27.8819432886,134247792,0.0,1.0 204 | AAPL,2017-01-10 00:00:00+00:00,119.11,119.38,118.3,118.77,24462051,28.156153159,28.2199778703,27.9646790254,28.0757813005,97848204,0.0,1.0 205 | AAPL,2017-01-11 00:00:00+00:00,119.75,119.93,118.6,118.74,27588593,28.3074413634,28.3499911709,28.0355953712,28.0686896659,110354372,0.0,1.0 206 | AAPL,2017-01-12 00:00:00+00:00,119.25,119.3,118.21,118.895,27086220,28.1892474537,28.2010668447,27.9434041217,28.1053297779,108344880,0.0,1.0 207 | AAPL,2017-01-13 00:00:00+00:00,119.04,119.62,118.81,119.11,26111948,28.1396060117,28.2767109469,28.0852368132,28.156153159,104447792,0.0,1.0 208 | AAPL,2017-01-17 00:00:00+00:00,120.0,120.24,118.22,118.34,34439843,28.3665383182,28.4232713949,27.9457679999,27.9741345382,137759372,0.0,1.0 209 | AAPL,2017-01-18 00:00:00+00:00,119.99,120.5,119.71,120.0,23712961,28.36417444,28.4847322279,28.2979858506,28.3665383182,94851844,0.0,1.0 210 | AAPL,2017-01-19 00:00:00+00:00,119.78,120.09,119.37,119.4,25597291,28.314532998,28.387813222,28.2176139921,28.2247056266,102389164,0.0,1.0 211 | AAPL,2017-01-20 00:00:00+00:00,120.0,120.45,119.7346,120.45,32597892,28.3665383182,28.4729128369,28.303800991,28.4729128369,130391568,0.0,1.0 212 | AAPL,2017-01-23 00:00:00+00:00,120.08,120.81,119.77,120.0,22050218,28.3854493438,28.5580124519,28.3121691198,28.3665383182,88200872,0.0,1.0 213 | AAPL,2017-01-24 00:00:00+00:00,119.97,120.1,119.5,119.55,23211038,28.3594466837,28.3901771002,28.2483444086,28.2601637995,92844152,0.0,1.0 214 | AAPL,2017-01-25 00:00:00+00:00,121.88,122.1,120.28,120.42,32586673,28.8109474186,28.8629527388,28.4327269076,28.4658212024,130346692,0.0,1.0 215 | AAPL,2017-01-26 00:00:00+00:00,121.94,122.44,121.6,121.67,26337576,28.8251306877,28.9433245974,28.7447588291,28.7613059765,105350304,0.0,1.0 216 | AAPL,2017-01-27 00:00:00+00:00,121.95,122.35,121.6,122.14,20562944,28.8274945659,28.9220496936,28.7447588291,28.8724082516,82251776,0.0,1.0 217 | AAPL,2017-01-30 00:00:00+00:00,121.63,121.63,120.66,120.93,30377503,28.7518504637,28.7518504637,28.522554279,28.5863789902,121510012,0.0,1.0 218 | AAPL,2017-01-31 00:00:00+00:00,121.35,121.39,120.62,121.15,49200993,28.6856618743,28.6951173871,28.5130987662,28.6383843105,196803972,0.0,1.0 219 | AAPL,2017-02-01 00:00:00+00:00,128.75,130.49,127.01,127.03,111985040,30.4349317373,30.8462465429,30.0236169317,30.028344688,447940160,0.0,1.0 220 | AAPL,2017-02-02 00:00:00+00:00,128.53,129.39,127.78,127.975,33710411,30.382926417,30.5862199416,30.2056355525,30.2517311773,134841644,0.0,1.0 221 | AAPL,2017-02-03 00:00:00+00:00,129.08,129.19,128.16,128.31,24507301,30.5129397177,30.5389423778,30.2954629239,30.3309210968,98029204,0.0,1.0 222 | AAPL,2017-02-06 00:00:00+00:00,130.29,130.5,128.9,129.13,26845924,30.798968979,30.8486104211,30.4703899102,30.5247591086,107383696,0.0,1.0 223 | AAPL,2017-02-07 00:00:00+00:00,131.53,132.09,130.45,130.54,38183841,31.092089875,31.2244670538,30.8367910301,30.8580659339,152735364,0.0,1.0 224 | AAPL,2017-02-08 00:00:00+00:00,132.04,132.22,131.22,131.35,23004072,31.2126476628,31.2551974703,31.018809651,31.0495400675,92016288,0.0,1.0 225 | AAPL,2017-02-09 00:00:00+00:00,132.42,132.445,131.12,131.65,28349859,31.4372160912,31.4431512249,31.1285891397,31.2544139738,113399436,0.57,1.0 226 | AAPL,2017-02-10 00:00:00+00:00,132.12,132.94,132.05,132.46,20065458,31.365994487,31.5606668718,31.3493761127,31.4467123051,80261832,0.0,1.0 227 | AAPL,2017-02-13 00:00:00+00:00,133.29,133.82,132.75,133.08,23035421,31.6437587434,31.7695835774,31.5155598558,31.5939036204,92141684,0.0,1.0 228 | AAPL,2017-02-14 00:00:00+00:00,135.02,135.09,133.25,133.47,33226223,32.0544699942,32.0710883685,31.6342625295,31.6864917059,132904892,0.0,1.0 229 | AAPL,2017-02-15 00:00:00+00:00,135.51,136.27,134.62,135.52,35623100,32.1707986144,32.3512266783,31.9595078553,32.1731726679,142492400,0.0,1.0 230 | AAPL,2017-02-16 00:00:00+00:00,135.345,135.9,134.8398,135.67,22584555,32.1316267321,32.2633866998,32.0116895506,32.20878347,90338220,0.0,1.0 231 | AAPL,2017-02-17 00:00:00+00:00,135.72,135.83,135.1,135.1,22198197,32.2206537373,32.2467683255,32.073462422,32.073462422,88792788,0.0,1.0 232 | AAPL,2017-02-21 00:00:00+00:00,136.7,136.75,135.98,136.23,24507156,32.4533109777,32.4651812451,32.2823791276,32.3417304645,98028624,0.0,1.0 233 | AAPL,2017-02-22 00:00:00+00:00,137.11,137.12,136.11,136.43,20836932,32.5506471701,32.5530212236,32.3132418228,32.3892115339,83347728,0.0,1.0 234 | AAPL,2017-02-23 00:00:00+00:00,136.53,137.48,136.3,137.38,20788186,32.4129520686,32.6384871486,32.3583488388,32.6147466139,83152744,0.0,1.0 235 | AAPL,2017-02-24 00:00:00+00:00,136.66,136.66,135.28,135.91,21776585,32.4438147638,32.4438147638,32.1161953845,32.2657607533,87106340,0.0,1.0 236 | AAPL,2017-02-27 00:00:00+00:00,136.93,137.435,136.28,137.14,20257426,32.5079142076,32.627803908,32.3536007318,32.5577693305,81029704,0.0,1.0 237 | AAPL,2017-02-28 00:00:00+00:00,136.99,137.435,136.7,137.08,23482860,32.5221585284,32.627803908,32.4533109777,32.5435250097,93931440,0.0,1.0 238 | AAPL,2017-03-01 00:00:00+00:00,139.79,140.15,137.595,137.89,36414585,33.1868935009,33.2723594259,32.6657887635,32.735823341,145658340,0.0,1.0 239 | AAPL,2017-03-02 00:00:00+00:00,138.96,140.2786,138.76,140.0,26210984,32.9898470626,33.3028897536,32.9423659932,33.2367486238,104843936,0.0,1.0 240 | AAPL,2017-03-03 00:00:00+00:00,139.78,139.83,138.59,138.78,21571121,33.1845194474,33.1963897148,32.9020070841,32.9471141001,86284484,0.0,1.0 241 | AAPL,2017-03-06 00:00:00+00:00,139.34,139.77,138.5959,139.365,21750044,33.0800610946,33.1821453939,32.9034077757,33.0859962283,87000176,0.0,1.0 242 | AAPL,2017-03-07 00:00:00+00:00,139.52,139.98,138.79,139.06,17446297,33.1227940571,33.2320005169,32.9494881536,33.0135875973,69785188,0.0,1.0 243 | AAPL,2017-03-08 00:00:00+00:00,139.0,139.8,138.82,138.95,18707236,32.9993432765,33.1892675544,32.956610314,32.9874730091,74828944,0.0,1.0 244 | AAPL,2017-03-09 00:00:00+00:00,138.68,138.79,137.05,138.74,22155904,32.9233735654,32.9494881536,32.5364028492,32.9376178862,88623616,0.0,1.0 245 | AAPL,2017-03-10 00:00:00+00:00,139.14,139.3571,138.64,139.25,19612801,33.0325800251,33.084120726,32.9138773515,33.0586946133,78451204,0.0,1.0 246 | AAPL,2017-03-13 00:00:00+00:00,139.2,139.43,138.82,138.85,17421717,33.046824346,33.1014275759,32.956610314,32.9637324744,69686868,0.0,1.0 247 | AAPL,2017-03-14 00:00:00+00:00,138.99,139.65,138.84,139.3,15309065,32.996969223,33.1536567523,32.9613584209,33.0705648807,61236260,0.0,1.0 248 | AAPL,2017-03-15 00:00:00+00:00,140.46,140.7501,139.025,139.41,25691774,33.3459550836,33.4148263748,33.0052784102,33.0966794689,102767096,0.0,1.0 249 | AAPL,2017-03-16 00:00:00+00:00,140.69,141.02,140.26,140.72,19231998,33.4005583135,33.4789020781,33.2984740141,33.4076804739,76927992,0.0,1.0 250 | AAPL,2017-03-17 00:00:00+00:00,139.99,141.0,139.89,141.0,43884952,33.2343745703,33.4741539711,33.2106340356,33.4741539711,175539808,0.0,1.0 251 | AAPL,2017-03-20 00:00:00+00:00,141.46,141.5,140.23,140.4,21542038,33.5833604309,33.5928566448,33.2913518537,33.3317107627,86168152,0.0,1.0 252 | AAPL,2017-03-21 00:00:00+00:00,139.84,142.8,139.73,142.11,39529912,33.1987637683,33.9014835963,33.17264918,33.7376739067,158119648,0.0,1.0 253 | AAPL,2017-03-22 00:00:00+00:00,141.42,141.6,139.76,139.845,25860165,33.573864217,33.6165971795,33.1797713405,33.199950795,103440660,0.0,1.0 254 | AAPL,2017-03-23 00:00:00+00:00,140.92,141.5844,140.61,141.26,20346301,33.4551615433,33.6128936561,33.3815658857,33.5358793614,81385204,0.0,1.0 255 | AAPL,2017-03-24 00:00:00+00:00,140.64,141.74,140.35,141.5,22395563,33.3886880461,33.6498339281,33.3198404954,33.5928566448,89582252,0.0,1.0 256 | AAPL,2017-03-27 00:00:00+00:00,140.88,141.22,138.62,139.39,23575094,33.4456653295,33.5263831475,32.9091292445,33.091931362,94300376,0.0,1.0 257 | AAPL,2017-03-28 00:00:00+00:00,143.8,144.04,140.62,140.91,33374805,34.1388889436,34.195866227,33.3839399392,33.4527874899,133499220,0.0,1.0 258 | AAPL,2017-03-29 00:00:00+00:00,144.12,144.49,143.19,143.68,29189955,34.2148586548,34.3026986333,33.9940716817,34.1104003019,116759820,0.0,1.0 259 | AAPL,2017-03-30 00:00:00+00:00,143.93,144.5,143.5,144.19,21207252,34.1697516388,34.3050726867,34.0676673394,34.2314770291,84829008,0.0,1.0 260 | AAPL,2017-03-31 00:00:00+00:00,143.66,144.27,143.01,143.72,19661651,34.105652195,34.2504694568,33.9513387192,34.1198965158,78646604,0.0,1.0 261 | AAPL,2017-04-03 00:00:00+00:00,143.7,144.12,143.05,143.71,19985714,34.1151484089,34.2148586548,33.9608349331,34.1175224624,79942856,0.0,1.0 262 | AAPL,2017-04-04 00:00:00+00:00,144.77,144.89,143.17,143.25,19891354,34.3691721305,34.3976607722,33.9893235748,34.0083160026,79565416,0.0,1.0 263 | AAPL,2017-04-05 00:00:00+00:00,144.02,145.46,143.81,144.22,27717854,34.19111812,34.5329818201,34.1412629971,34.2385991895,110871416,0.0,1.0 264 | AAPL,2017-04-06 00:00:00+00:00,143.66,144.52,143.45,144.29,21149034,34.105652195,34.3098207937,34.0557970721,34.2552175638,84596136,0.0,1.0 265 | AAPL,2017-04-07 00:00:00+00:00,143.34,144.18,143.27,143.73,16658543,34.0296824838,34.2291029756,34.0130641095,34.1222705693,66634172,0.0,1.0 266 | AAPL,2017-04-10 00:00:00+00:00,143.17,143.8792,142.9,143.6,18933397,33.9893235748,34.1576914471,33.925224131,34.0914078741,75733588,0.0,1.0 267 | AAPL,2017-04-11 00:00:00+00:00,141.63,143.35,140.06,142.94,30379376,33.6237193399,34.0320565373,33.2509929447,33.9347203449,121517504,0.0,1.0 268 | AAPL,2017-04-12 00:00:00+00:00,141.8,142.15,141.01,141.6,20350000,33.664078249,33.7471701205,33.4765280246,33.6165971795,81400000,0.0,1.0 269 | AAPL,2017-04-13 00:00:00+00:00,141.05,142.38,141.05,141.91,17822880,33.4860242385,33.8017733504,33.4860242385,33.6901928372,71291520,0.0,1.0 270 | AAPL,2017-04-17 00:00:00+00:00,141.83,141.88,140.87,141.48,16582094,33.6712004094,33.6830706768,33.443291276,33.5881085378,66328376,0.0,1.0 271 | AAPL,2017-04-18 00:00:00+00:00,141.2,142.04,141.11,141.41,14697544,33.5216350406,33.7210555323,33.5002685593,33.5714901635,58790176,0.0,1.0 272 | AAPL,2017-04-19 00:00:00+00:00,140.68,142.0,140.45,141.88,17328375,33.39818426,33.7115593184,33.3435810301,33.6830706768,69313500,0.0,1.0 273 | AAPL,2017-04-20 00:00:00+00:00,142.44,142.92,141.16,141.22,23319562,33.8160176713,33.929972238,33.5121388267,33.5263831475,93278248,0.0,1.0 274 | AAPL,2017-04-21 00:00:00+00:00,142.27,142.68,141.85,142.44,17320928,33.7756587622,33.8729949546,33.6759485163,33.8160176713,69283712,0.0,1.0 275 | AAPL,2017-04-24 00:00:00+00:00,143.64,143.95,143.18,143.5,17116599,34.100904088,34.1744997457,33.9916976283,34.0676673394,68466396,0.0,1.0 276 | AAPL,2017-04-25 00:00:00+00:00,144.53,144.9,143.87,143.91,18216472,34.3121948471,34.4000348257,34.1555073179,34.1650035318,72865888,0.0,1.0 277 | AAPL,2017-04-26 00:00:00+00:00,143.68,144.6,143.3762,144.47,19614287,34.1104003019,34.3288132215,34.0382765574,34.2979505263,78457148,0.0,1.0 278 | AAPL,2017-04-27 00:00:00+00:00,143.79,144.16,143.31,143.9225,13948980,34.1365148901,34.2243548686,34.0225603234,34.1679710987,55795920,0.0,1.0 279 | AAPL,2017-04-28 00:00:00+00:00,143.65,144.3,143.27,144.09,20247187,34.1032781415,34.2575916173,34.0130641095,34.2077364943,80988748,0.0,1.0 280 | AAPL,2017-05-01 00:00:00+00:00,146.58,147.2,144.96,145.1,32818760,34.7988758091,34.9460671245,34.4142791465,34.4475158951,131275040,0.0,1.0 281 | AAPL,2017-05-02 00:00:00+00:00,147.51,148.09,146.84,147.54,39752670,35.0196627821,35.1573578836,34.8606011994,35.0267849426,159010680,0.0,1.0 282 | AAPL,2017-05-03 00:00:00+00:00,147.06,147.49,144.27,145.59,45142806,34.9128303759,35.0149146752,34.2504694568,34.5638445153,180571224,0.0,1.0 283 | AAPL,2017-05-04 00:00:00+00:00,146.53,147.14,145.81,146.52,23275690,34.7870055418,34.9318228036,34.6160736917,34.7846314883,93102760,0.0,1.0 284 | AAPL,2017-05-05 00:00:00+00:00,148.96,148.98,146.76,146.76,26787359,35.3639005357,35.3686486427,34.8416087717,34.8416087717,107149436,0.0,1.0 285 | AAPL,2017-05-08 00:00:00+00:00,153.01,153.7,149.03,149.03,48339210,36.3253921924,36.489201882,35.3805189101,35.3805189101,193356840,0.0,1.0 286 | AAPL,2017-05-09 00:00:00+00:00,153.99,154.88,153.45,153.87,35942435,36.5580494327,36.7693401918,36.4298505452,36.5295607911,143769740,0.0,1.0 287 | AAPL,2017-05-10 00:00:00+00:00,153.26,153.94,152.11,153.63,25670456,36.3847435292,36.5461791654,36.1117273798,36.4725835077,102681824,0.0,1.0 288 | AAPL,2017-05-11 00:00:00+00:00,153.95,154.07,152.31,152.45,25596687,36.6981185876,36.7267238116,36.3071805267,36.340553288,102386748,0.63,1.0 289 | AAPL,2017-05-12 00:00:00+00:00,156.1,156.42,154.67,154.7,32221756,37.2106288505,37.2869094477,36.8697499315,36.8769012375,128887024,0.0,1.0 290 | AAPL,2017-05-15 00:00:00+00:00,155.7,156.65,155.05,156.01,25700983,37.1152781039,37.341736127,36.9603331407,37.1891749325,102803932,0.0,1.0 291 | AAPL,2017-05-16 00:00:00+00:00,155.47,156.06,154.72,155.94,19904679,37.0604514246,37.2010937758,36.8816687748,37.1724885518,79618716,0.0,1.0 292 | AAPL,2017-05-17 00:00:00+00:00,150.25,154.57,149.71,153.6,49482818,35.8161241818,36.8459122448,35.687400674,36.6146866844,197931272,0.0,1.0 293 | AAPL,2017-05-18 00:00:00+00:00,152.54,153.34,151.13,151.27,33159664,36.362007206,36.5527086991,36.0258958243,36.0592685856,132638656,0.0,1.0 294 | AAPL,2017-05-19 00:00:00+00:00,153.06,153.98,152.63,153.38,26733798,36.4859631765,36.7052698936,36.383461124,36.5622437738,106935192,0.0,1.0 295 | AAPL,2017-05-22 00:00:00+00:00,153.99,154.58,152.91,154.0,22340069,36.7076536623,36.8482960135,36.4502066466,36.710037431,89360276,0.0,1.0 296 | AAPL,2017-05-23 00:00:00+00:00,153.8,154.9,153.31,154.9,19430358,36.6623620577,36.9245766108,36.5455573931,36.9245766108,77721432,0.0,1.0 297 | AAPL,2017-05-24 00:00:00+00:00,153.34,154.17,152.67,153.84,19118319,36.5527086991,36.7505614983,36.3929961986,36.6718971323,76473276,0.0,1.0 298 | AAPL,2017-05-25 00:00:00+00:00,153.87,154.35,153.03,153.73,19044463,36.6790484383,36.7934693342,36.4788118705,36.645675677,76177852,0.0,1.0 299 | AAPL,2017-05-26 00:00:00+00:00,153.61,154.24,153.31,154.0,21632202,36.6170704531,36.7672478789,36.5455573931,36.710037431,86528808,0.0,1.0 300 | AAPL,2017-05-30 00:00:00+00:00,153.67,154.43,153.33,153.42,20034934,36.631373065,36.8125394835,36.5503249305,36.5717788484,80139736,0.0,1.0 301 | AAPL,2017-05-31 00:00:00+00:00,152.76,154.17,152.38,153.97,23162873,36.4144501166,36.7505614983,36.3238669073,36.702886125,92651492,0.0,1.0 302 | AAPL,2017-06-01 00:00:00+00:00,153.18,153.33,152.22,153.17,16180143,36.5145684005,36.5503249305,36.2857266087,36.5121846318,64720572,0.0,1.0 303 | AAPL,2017-06-02 00:00:00+00:00,155.45,155.45,152.89,153.58,27285861,37.0556838873,37.0556838873,36.4454391092,36.6099191471,109143444,0.0,1.0 304 | AAPL,2017-06-05 00:00:00+00:00,153.93,154.45,153.46,154.34,24803858,36.6933510503,36.8173070209,36.5813139231,36.7910855656,99215432,0.0,1.0 305 | AAPL,2017-06-06 00:00:00+00:00,154.45,155.81,153.78,153.9,26249630,36.8173070209,37.1414995592,36.6575945204,36.6861997443,104998520,0.0,1.0 306 | AAPL,2017-06-07 00:00:00+00:00,155.37,155.98,154.48,155.02,20678772,37.036613738,37.1820236265,36.8244583269,36.9531818347,82715088,0.0,1.0 307 | AAPL,2017-06-08 00:00:00+00:00,154.99,155.54,154.4,155.25,20771367,36.9460305287,37.0771378053,36.8053881775,37.008008514,83085468,0.0,1.0 308 | AAPL,2017-06-09 00:00:00+00:00,148.98,155.19,146.02,155.19,64882700,35.5133855615,36.993705902,34.8077900368,36.993705902,259530800,0.0,1.0 309 | AAPL,2017-06-12 00:00:00+00:00,145.42,146.09,142.51,145.74,71563614,34.664763917,34.8244764175,33.9710872356,34.7410445142,286254456,0.0,1.0 310 | AAPL,2017-06-13 00:00:00+00:00,146.59,147.45,145.15,147.16,33749154,34.9436648507,35.1486689558,34.600402163,35.0795396646,134996616,0.0,1.0 311 | AAPL,2017-06-14 00:00:00+00:00,145.16,147.5,143.84,147.5,31224203,34.6027859317,35.1605877991,34.288128468,35.1605877991,124896812,0.0,1.0 312 | AAPL,2017-06-15 00:00:00+00:00,144.29,144.4798,142.21,143.32,31348832,34.3953980579,34.4406419871,33.8995741757,34.1641724974,125395328,0.0,1.0 313 | AAPL,2017-06-16 00:00:00+00:00,142.27,144.5,142.2,143.78,49180748,33.9138767877,34.4454571998,33.897190407,34.273825856,196722992,0.0,1.0 314 | AAPL,2017-06-19 00:00:00+00:00,146.34,146.74,143.66,143.66,31449132,34.8840706341,34.9794213806,34.245220632,34.245220632,125796528,0.0,1.0 315 | AAPL,2017-06-20 00:00:00+00:00,145.01,146.87,144.94,146.87,24572170,34.5670294017,35.0104103733,34.5503430211,35.0104103733,98288680,0.0,1.0 316 | AAPL,2017-06-21 00:00:00+00:00,145.87,146.0693,144.61,145.52,21064679,34.7720335069,34.8195420163,34.4716786551,34.6886016036,84258716,0.0,1.0 317 | AAPL,2017-06-22 00:00:00+00:00,145.63,146.7,145.1199,145.77,18673365,34.7148230589,34.969886306,34.5932270193,34.7481958202,74693460,0.0,1.0 318 | AAPL,2017-06-23 00:00:00+00:00,146.28,147.16,145.11,145.13,25997976,34.8697680221,35.0795396646,34.5908670884,34.5956346257,103991904,0.0,1.0 319 | AAPL,2017-06-26 00:00:00+00:00,145.82,148.28,145.38,147.17,25524661,34.7601146635,35.346521755,34.6552288423,35.0819234332,102098644,0.0,1.0 320 | AAPL,2017-06-27 00:00:00+00:00,143.73,146.16,143.62,145.01,24423643,34.2619070127,34.8411627981,34.2356855574,34.5670294017,97694572,0.0,1.0 321 | AAPL,2017-06-28 00:00:00+00:00,145.83,146.11,143.1601,144.49,21915939,34.7624984322,34.8292439548,34.1260560365,34.4430734312,87663756,0.0,1.0 322 | AAPL,2017-06-29 00:00:00+00:00,143.68,145.13,142.28,144.71,31116980,34.2499881694,34.5956346257,33.9162605563,34.4955163418,124467920,0.0,1.0 323 | AAPL,2017-06-30 00:00:00+00:00,144.02,144.96,143.78,144.45,22328979,34.3310363039,34.5551105584,34.273825856,34.4335383565,89315916,0.0,1.0 324 | AAPL,2017-07-03 00:00:00+00:00,143.5,145.3,143.1,144.88,14258300,34.2070803334,34.636158693,34.1117295868,34.5360404091,57033200,0.0,1.0 325 | AAPL,2017-07-05 00:00:00+00:00,144.09,144.79,142.7237,143.69,20758795,34.3477226846,34.5145864911,34.022028372,34.252371938,83035180,0.0,1.0 326 | AAPL,2017-07-06 00:00:00+00:00,142.73,143.5,142.41,143.02,23374374,34.0235301462,34.2070803334,33.947249549,34.0926594375,93497496,0.0,1.0 327 | AAPL,2017-07-07 00:00:00+00:00,144.18,144.75,142.9,142.9,18505351,34.3691766026,34.5050514164,34.0640542135,34.0640542135,74021404,0.0,1.0 328 | AAPL,2017-07-10 00:00:00+00:00,145.06,145.95,143.37,144.11,21030466,34.578948245,34.7911036562,34.1760913408,34.3524902219,84121864,0.0,1.0 329 | AAPL,2017-07-11 00:00:00+00:00,145.53,145.85,144.38,144.73,18311156,34.6909853723,34.7672659695,34.4168519759,34.5002838791,73244624,0.0,1.0 330 | AAPL,2017-07-12 00:00:00+00:00,145.74,146.18,144.82,145.87,23617964,34.7410445142,34.8459303354,34.5217377971,34.7720335069,94471856,0.0,1.0 331 | AAPL,2017-07-13 00:00:00+00:00,147.77,148.49,145.44,145.5,24922788,35.2249495531,35.3965808969,34.6695314543,34.6838340663,99691152,0.0,1.0 332 | AAPL,2017-07-14 00:00:00+00:00,149.04,149.33,147.33,147.97,19961788,35.5276881734,35.5968174647,35.1200637318,35.2726249264,79847152,0.0,1.0 333 | AAPL,2017-07-17 00:00:00+00:00,149.56,150.9,148.57,148.82,23243713,35.651644144,35.971069145,35.4156510462,35.4752452628,92974852,0.0,1.0 334 | AAPL,2017-07-18 00:00:00+00:00,150.08,150.13,148.67,149.2,17713795,35.7756001145,35.7875189579,35.4394887329,35.5658284721,70855180,0.0,1.0 335 | AAPL,2017-07-19 00:00:00+00:00,151.02,151.42,149.95,150.48,20615419,35.999674369,36.0950251156,35.7446111219,35.8709508611,82461676,0.0,1.0 336 | AAPL,2017-07-20 00:00:00+00:00,150.34,151.74,150.19,151.5,17053326,35.8375780998,36.1713057128,35.8018215698,36.1140952649,68213304,0.0,1.0 337 | AAPL,2017-07-21 00:00:00+00:00,150.27,150.44,148.88,149.99,24671002,35.8208917192,35.8614157865,35.4895478748,35.7541461966,98684008,0.0,1.0 338 | AAPL,2017-07-24 00:00:00+00:00,152.09,152.44,149.9,150.58,21122730,36.2547376161,36.3381695193,35.7326922786,35.8947885478,84490920,0.0,1.0 339 | AAPL,2017-07-25 00:00:00+00:00,152.74,153.84,151.8,151.8,18612649,36.4096825793,36.6718971323,36.1856083248,36.1856083248,74450596,0.0,1.0 340 | AAPL,2017-07-26 00:00:00+00:00,153.46,153.93,153.06,153.35,15172136,36.5813139231,36.6933510503,36.4859631765,36.5550924678,60688544,0.0,1.0 341 | AAPL,2017-07-27 00:00:00+00:00,150.56,153.99,147.3,153.75,32175875,35.8900210104,36.7076536623,35.1129124259,36.6504432144,128703500,0.0,1.0 342 | AAPL,2017-07-28 00:00:00+00:00,149.5,150.23,149.19,149.89,16832947,35.637341532,35.8113566445,35.5634447034,35.7303085099,67331788,0.0,1.0 343 | AAPL,2017-07-31 00:00:00+00:00,148.73,150.33,148.13,149.9,19422655,35.4537913449,35.8351943312,35.310765225,35.7326922786,77690620,0.0,1.0 344 | AAPL,2017-08-01 00:00:00+00:00,150.05,150.22,148.41,149.1,24725526,35.7684488085,35.8089728758,35.3775107476,35.5419907854,98902104,0.0,1.0 345 | AAPL,2017-08-02 00:00:00+00:00,157.14,159.75,156.16,159.28,69222793,37.4585407916,38.080704413,37.2249314625,37.9686672857,276891172,0.0,1.0 346 | AAPL,2017-08-03 00:00:00+00:00,155.57,157.21,155.02,157.05,26000738,37.0842891113,37.4752271722,36.9531818347,37.4370868736,104002952,0.0,1.0 347 | AAPL,2017-08-04 00:00:00+00:00,156.39,157.4,155.69,156.07,20349532,37.2797581417,37.5205187768,37.1128943352,37.2034775445,81398128,0.0,1.0 348 | AAPL,2017-08-07 00:00:00+00:00,158.81,158.92,156.6701,157.06,21870321,37.8566301585,37.8828516138,37.346527502,37.4394706423,87481284,0.0,1.0 349 | AAPL,2017-08-08 00:00:00+00:00,160.08,161.83,158.27,158.6,35775675,38.1593687789,38.5765282952,37.7279066506,37.8065710166,143102700,0.0,1.0 350 | AAPL,2017-08-09 00:00:00+00:00,161.059998,161.27,159.11,159.26,25640394,38.3929776312,38.4430372499,37.9281432184,37.9638997484,102561576,0.0,1.0 351 | AAPL,2017-08-10 00:00:00+00:00,155.32,160.0,154.63,159.9,39081017,37.1748723205,38.2950011028,37.0097251283,38.2710667271,156324068,0.63,1.0 352 | AAPL,2017-08-11 00:00:00+00:00,157.48,158.5728,156.07,156.6,25943187,37.6918548354,37.9534096929,37.3543801382,37.4812323293,103772748,0.0,1.0 353 | AAPL,2017-08-14 00:00:00+00:00,159.85,160.21,158.75,159.32,21754810,38.2590995392,38.3452632917,37.9958214067,38.1322473481,87019240,0.0,1.0 354 | AAPL,2017-08-15 00:00:00+00:00,161.6,162.195,160.14,160.66,27936774,38.6779511138,38.8203606491,38.3285092287,38.4529679823,111747096,0.0,1.0 355 | AAPL,2017-08-16 00:00:00+00:00,160.95,162.51,160.15,161.94,27321761,38.5223776718,38.8957539326,38.3309026663,38.7593279911,109287044,0.0,1.0 356 | AAPL,2017-08-17 00:00:00+00:00,157.86,160.71,157.84,160.52,26925694,37.782805463,38.4649351702,37.7780185879,38.4194598564,107702776,0.0,1.0 357 | AAPL,2017-08-18 00:00:00+00:00,157.5,159.5,156.72,157.86,27012525,37.6966417105,38.1753292243,37.5099535802,37.782805463,108050100,0.0,1.0 358 | AAPL,2017-08-21 00:00:00+00:00,157.21,157.89,155.1101,157.5,26145653,37.627232021,37.7899857757,37.1246340659,37.6966417105,104582612,0.0,1.0 359 | AAPL,2017-08-22 00:00:00+00:00,159.78,160.0,158.02,158.23,21297812,38.2423454763,38.2950011028,37.8211004641,37.8713626531,85191248,0.0,1.0 360 | AAPL,2017-08-23 00:00:00+00:00,159.98,160.47,158.88,159.07,19198189,38.2902142276,38.4074926685,38.0269360951,38.0724114089,76792756,0.0,1.0 361 | AAPL,2017-08-24 00:00:00+00:00,159.27,160.74,158.55,160.43,19029621,38.1202801602,38.4721154829,37.9479526553,38.3979189182,76118484,0.0,1.0 362 | AAPL,2017-08-25 00:00:00+00:00,159.86,160.56,159.27,159.65,25015218,38.2614929768,38.4290336066,38.1202801602,38.2112307879,100060872,0.0,1.0 363 | AAPL,2017-08-28 00:00:00+00:00,161.47,162.0,159.93,160.14,25279674,38.6468364254,38.7736886166,38.2782470398,38.3285092287,101118696,0.0,1.0 364 | AAPL,2017-08-29 00:00:00+00:00,162.91,163.12,160.0,160.1,29307862,38.9914914353,39.0417536243,38.2950011028,38.3189354785,117231448,0.0,1.0 365 | AAPL,2017-08-30 00:00:00+00:00,163.35,163.89,162.61,163.8,26973946,39.0968026884,39.2260483171,38.9196883083,39.204507379,107895784,0.0,1.0 366 | AAPL,2017-08-31 00:00:00+00:00,164.0,164.52,163.48,163.64,26412439,39.2523761303,39.3768348839,39.1279173768,39.1662123779,105649756,0.0,1.0 367 | AAPL,2017-09-01 00:00:00+00:00,164.05,164.94,163.63,164.8,16508568,39.2643433182,39.4773592618,39.1638189403,39.4438511359,66034272,0.0,1.0 368 | AAPL,2017-09-05 00:00:00+00:00,162.08,164.25,160.56,163.75,29317054,38.7928361171,39.3122120696,38.4290336066,39.1925401911,117268216,0.0,1.0 369 | AAPL,2017-09-06 00:00:00+00:00,161.91,162.99,160.52,162.71,21179047,38.7521476784,39.0106389359,38.4194598564,38.9436226839,84716188,0.0,1.0 370 | AAPL,2017-09-07 00:00:00+00:00,161.26,162.24,160.36,162.09,21722995,38.5965742365,38.8311311182,38.3811648553,38.7952295547,86891980,0.0,1.0 371 | AAPL,2017-09-08 00:00:00+00:00,158.63,161.15,158.53,160.86,28183159,37.9671001558,38.5702464232,37.9431657801,38.5008367337,112732636,0.0,1.0 372 | AAPL,2017-09-11 00:00:00+00:00,161.5,162.05,159.89,160.5,31028926,38.6540167381,38.7856558044,38.2686732895,38.4146729812,124115704,0.0,1.0 373 | AAPL,2017-09-12 00:00:00+00:00,160.86,163.96,158.77,162.61,71139119,38.5008367337,39.2428023801,38.0006082818,38.9196883083,284556476,0.0,1.0 374 | AAPL,2017-09-13 00:00:00+00:00,159.65,159.96,157.91,159.87,44393752,38.2112307879,38.2854273525,37.7947726509,38.2638864144,177575008,0.0,1.0 375 | AAPL,2017-09-14 00:00:00+00:00,158.28,159.4,158.09,158.99,23073646,37.8833298409,38.1513948486,37.8378545271,38.0532639083,92294584,0.0,1.0 376 | AAPL,2017-09-15 00:00:00+00:00,159.88,160.97,158.0,158.47,48203642,38.2662798519,38.527164547,37.816313589,37.9288051547,192814568,0.0,1.0 377 | AAPL,2017-09-18 00:00:00+00:00,158.67,160.5,157.995,160.11,27939718,37.9766739061,38.4146729812,37.8151168702,38.321328916,111758872,0.0,1.0 378 | AAPL,2017-09-19 00:00:00+00:00,158.73,159.77,158.44,159.51,20347352,37.9910345315,38.2399520387,37.921624842,38.1777226619,81389408,0.0,1.0 379 | AAPL,2017-09-20 00:00:00+00:00,156.07,158.26,153.83,157.9,51693239,37.3543801382,37.8785429658,36.8182501227,37.7923792133,206772956,0.0,1.0 380 | AAPL,2017-09-21 00:00:00+00:00,153.39,155.8,152.75,155.8,36643382,36.7129388697,37.2897573238,36.5597588653,37.2897573238,146573528,0.0,1.0 381 | AAPL,2017-09-22 00:00:00+00:00,151.89,152.27,150.56,152.02,46114424,36.3539232344,36.444873862,36.0355960377,36.3850379228,184457696,0.0,1.0 382 | AAPL,2017-09-25 00:00:00+00:00,150.55,151.83,149.16,149.99,43922334,36.0332026001,36.339562609,35.7005147781,35.8991700963,175689336,0.0,1.0 383 | AAPL,2017-09-26 00:00:00+00:00,153.14,153.92,151.69,151.78,35470985,36.6531029305,36.8397910609,36.306054483,36.3275954211,141883940,0.0,1.0 384 | AAPL,2017-09-27 00:00:00+00:00,154.23,154.7189,153.54,153.8,24959552,36.9139876255,37.0310027882,36.7488404332,36.81106981,99838208,0.0,1.0 385 | AAPL,2017-09-28 00:00:00+00:00,153.28,154.28,152.7,153.89,21896592,36.6866110565,36.9259548133,36.5477916775,36.8326107482,87586368,0.0,1.0 386 | AAPL,2017-09-29 00:00:00+00:00,154.12,154.13,152.0,153.21,25856530,36.8876598122,36.8900532498,36.3802510476,36.6698569935,103426120,0.0,1.0 387 | AAPL,2017-10-02 00:00:00+00:00,153.81,154.45,152.72,154.26,18524860,36.8134632476,36.966643252,36.5525785526,36.9211679382,74099440,0.0,1.0 388 | AAPL,2017-10-03 00:00:00+00:00,154.48,155.09,153.91,154.01,16146388,36.9738235647,37.1198232564,36.8373976233,36.861331999,64585552,0.0,1.0 389 | AAPL,2017-10-04 00:00:00+00:00,153.48,153.86,152.46,153.63,19844177,36.7344798078,36.8254304355,36.4903491758,36.7703813714,79376708,0.0,1.0 390 | AAPL,2017-10-05 00:00:00+00:00,155.39,155.44,154.05,154.18,21032800,37.1916263835,37.2035935713,36.8709057493,36.9020204377,84131200,0.0,1.0 391 | AAPL,2017-10-06 00:00:00+00:00,155.3,155.49,154.56,154.97,16423749,37.1700854454,37.2155607592,36.9929710653,37.0911020056,65694996,0.0,1.0 392 | AAPL,2017-10-09 00:00:00+00:00,155.84,156.73,155.485,155.81,16200129,37.2993310741,37.5123470177,37.2143640404,37.2921507614,64800516,0.0,1.0 393 | AAPL,2017-10-10 00:00:00+00:00,155.9,158.0,155.1,156.055,15456331,37.3136916995,37.816313589,37.122216694,37.3507899818,61825324,0.0,1.0 394 | AAPL,2017-10-11 00:00:00+00:00,156.55,156.98,155.75,155.97,16607693,37.4692651415,37.572182957,37.277790136,37.3304457625,66430772,0.0,1.0 395 | AAPL,2017-10-12 00:00:00+00:00,156.0,157.37,155.7299,156.35,16045720,37.3376260752,37.6655270221,37.2729793265,37.4213963901,64182880,0.0,1.0 396 | AAPL,2017-10-13 00:00:00+00:00,156.99,157.28,156.41,156.73,16287608,37.5745763945,37.643986084,37.4357570155,37.5123470177,65150432,0.0,1.0 397 | AAPL,2017-10-16 00:00:00+00:00,159.88,160.0,157.65,157.9,23894630,38.2662798519,38.2950011028,37.7325432741,37.7923792133,95578520,0.0,1.0 398 | AAPL,2017-10-17 00:00:00+00:00,160.47,160.87,159.23,159.78,18816438,38.4074926685,38.5032301713,38.11070641,38.2423454763,75265752,0.0,1.0 399 | AAPL,2017-10-18 00:00:00+00:00,159.76,160.71,159.6,160.42,16158659,38.2375586011,38.4649351702,38.1992636,38.3955254807,64634636,0.0,1.0 400 | AAPL,2017-10-19 00:00:00+00:00,155.98,157.08,155.02,156.75,42111326,37.3328392001,37.5961173326,37.1030691934,37.5171338929,168445304,0.0,1.0 401 | AAPL,2017-10-20 00:00:00+00:00,156.25,157.75,155.96,156.61,23612246,37.3974620144,37.7564776498,37.3280523249,37.4836257669,94448984,0.0,1.0 402 | AAPL,2017-10-23 00:00:00+00:00,156.17,157.69,155.5,156.89,21654461,37.3783145139,37.7421170243,37.2179541968,37.5506420188,86617844,0.0,1.0 403 | AAPL,2017-10-24 00:00:00+00:00,157.1,157.42,156.2,156.29,17137731,37.6009042078,37.67749421,37.3854948266,37.4070357647,68550924,0.0,1.0 404 | AAPL,2017-10-25 00:00:00+00:00,156.41,157.55,155.27,156.91,20126554,37.4357570155,37.7086088984,37.1629051327,37.555428894,80506216,0.0,1.0 405 | AAPL,2017-10-26 00:00:00+00:00,157.41,157.8295,156.78,157.23,16751691,37.6751007724,37.7755054784,37.5243142056,37.6320188962,67006764,0.0,1.0 406 | AAPL,2017-10-27 00:00:00+00:00,163.05,163.6,158.7,159.29,43904150,39.0249995613,39.1566386276,37.9838542188,38.1250670354,175616600,0.0,1.0 407 | AAPL,2017-10-30 00:00:00+00:00,166.72,168.07,163.72,163.89,43923292,39.9033911491,40.2265052209,39.1853598784,39.2260483171,175693168,0.0,1.0 408 | AAPL,2017-10-31 00:00:00+00:00,169.04,169.6499,166.94,167.9,35474672,40.4586686651,40.6046444224,39.9560467756,40.1858167822,141898688,0.0,1.0 409 | AAPL,2017-11-01 00:00:00+00:00,166.89,169.94,165.61,169.87,33100847,39.9440795878,40.6740780463,39.6377195789,40.6573239833,132403388,0.0,1.0 410 | AAPL,2017-11-02 00:00:00+00:00,168.11,168.5,165.28,167.64,32710040,40.2360789712,40.3294230364,39.5587361392,40.1235874054,130840160,0.0,1.0 411 | AAPL,2017-11-03 00:00:00+00:00,172.5,174.26,171.12,174.0,58683826,41.2867980639,41.7080430761,40.9565036794,41.6458136993,234735304,0.0,1.0 412 | AAPL,2017-11-06 00:00:00+00:00,174.25,174.99,171.72,172.365,34242566,41.7056496385,41.8827640186,41.1001099335,41.2544866567,136970264,0.0,1.0 413 | AAPL,2017-11-07 00:00:00+00:00,174.81,175.25,173.6,173.91,23910914,41.8396821423,41.9449933954,41.5500761965,41.6242727611,95643656,0.0,1.0 414 | AAPL,2017-11-08 00:00:00+00:00,176.24,176.24,174.33,174.66,23907639,42.1819437147,42.1819437147,41.724797139,41.8037805788,95630556,0.0,1.0 415 | AAPL,2017-11-09 00:00:00+00:00,175.88,176.095,173.14,175.11,28636531,42.0957799622,42.14723887,41.4399780683,41.9114852694,114546124,0.0,1.0 416 | AAPL,2017-11-10 00:00:00+00:00,174.67,175.38,174.27,175.11,25061183,41.9569605832,42.127507569,41.8608777743,42.062651673,100244732,0.63,1.0 417 | AAPL,2017-11-13 00:00:00+00:00,173.97,174.5,173.4,173.5,16828025,41.7888156676,41.9161253894,41.6518976649,41.6759183671,67312100,0.0,1.0 418 | AAPL,2017-11-14 00:00:00+00:00,171.34,173.48,171.18,173.04,23588451,41.157071199,41.6711142267,41.1186380754,41.5654231369,94353804,0.0,1.0 419 | AAPL,2017-11-15 00:00:00+00:00,169.08,170.3197,168.38,169.97,28702351,40.6142033286,40.9119879742,40.446058413,40.8279875785,114809404,0.0,1.0 420 | AAPL,2017-11-16 00:00:00+00:00,171.1,171.87,170.3,171.18,23497326,41.0994215137,41.2843809208,40.9072558958,41.1186380754,93989304,0.0,1.0 421 | AAPL,2017-11-17 00:00:00+00:00,170.15,171.39,169.64,171.04,21665811,40.8712248425,41.1690815501,40.7487192611,41.0850090923,86663244,0.0,1.0 422 | AAPL,2017-11-20 00:00:00+00:00,169.98,170.56,169.56,170.29,15974387,40.8303896487,40.9697097216,40.7295026993,40.9048538256,63897548,0.0,1.0 423 | AAPL,2017-11-21 00:00:00+00:00,173.14,173.7,170.78,170.78,24875471,41.5894438391,41.7239597716,41.0225552665,41.0225552665,99501884,0.0,1.0 424 | AAPL,2017-11-22 00:00:00+00:00,174.96,175.0,173.05,173.36,24997274,42.0266206197,42.0362289006,41.5678252071,41.642289384,99989096,0.0,1.0 425 | AAPL,2017-11-24 00:00:00+00:00,174.97,175.5,174.6459,175.1,14026519,42.0290226899,42.1563324117,41.951171594,42.0602496028,56106076,0.0,1.0 426 | AAPL,2017-11-27 00:00:00+00:00,174.09,175.08,173.34,175.05,20536313,41.8176405103,42.0554454624,41.6374852436,42.0482392517,82145252,0.0,1.0 427 | AAPL,2017-11-28 00:00:00+00:00,173.07,174.87,171.86,174.3,25468442,41.5726293476,42.0050019877,41.2819788506,41.868083985,101873768,0.0,1.0 428 | AAPL,2017-11-29 00:00:00+00:00,169.48,172.92,167.16,172.63,40788324,40.7102861375,41.5365982942,40.1530058458,41.4669382578,163153296,0.0,1.0 429 | AAPL,2017-11-30 00:00:00+00:00,171.85,172.14,168.44,170.43,40172368,41.2795767804,41.3492368168,40.4604708344,40.9384828087,160689472,0.0,1.0 430 | AAPL,2017-12-01 00:00:00+00:00,171.05,171.67,168.5,169.95,39590080,41.0874111625,41.2363395164,40.4748832557,40.823183438,158360320,0.0,1.0 431 | AAPL,2017-12-04 00:00:00+00:00,169.8,172.62,169.63,172.48,32115052,40.7871523847,41.4645361875,40.7463171909,41.4309072044,128460208,0.0,1.0 432 | AAPL,2017-12-05 00:00:00+00:00,169.64,171.52,168.4,169.06,27008428,40.7487192611,41.200308463,40.4508625535,40.6093991882,108033712,0.0,1.0 433 | AAPL,2017-12-06 00:00:00+00:00,169.01,170.2047,166.46,167.5,28224357,40.5973888371,40.8843641666,39.9848609302,40.2346762334,112897428,0.0,1.0 434 | AAPL,2017-12-07 00:00:00+00:00,169.32,170.44,168.91,169.03,24469613,40.671853014,40.9408848789,40.5733681348,40.6021929775,97878452,0.0,1.0 435 | AAPL,2017-12-08 00:00:00+00:00,169.37,171.0,168.82,170.49,23096872,40.6838633651,41.0754008114,40.5517495028,40.9528952301,92387488,0.0,1.0 436 | AAPL,2017-12-11 00:00:00+00:00,172.67,172.89,168.79,169.2,33092051,41.4765465386,41.5293920835,40.5445432922,40.6430281713,132368204,0.0,1.0 437 | AAPL,2017-12-12 00:00:00+00:00,171.7,172.39,171.461,172.15,18945457,41.243545727,41.4092885724,41.1861362487,41.3516388871,75781828,0.0,1.0 438 | AAPL,2017-12-13 00:00:00+00:00,172.27,173.54,172.0,172.5,23142242,41.3804637297,41.685526648,41.3156078337,41.4357113449,92568968,0.0,1.0 439 | AAPL,2017-12-14 00:00:00+00:00,172.22,173.13,171.65,172.4,20219307,41.3684533786,41.5870417689,41.2315353759,41.4116906426,80877228,0.0,1.0 440 | AAPL,2017-12-15 00:00:00+00:00,173.97,174.17,172.46,173.63,37054632,41.7888156676,41.8368570721,41.426103064,41.70714528,148218528,0.0,1.0 441 | AAPL,2017-12-18 00:00:00+00:00,176.42,177.2,174.86,174.88,28831533,42.3773228722,42.5646843496,42.0025999175,42.0074040579,115326132,0.0,1.0 442 | AAPL,2017-12-19 00:00:00+00:00,174.54,175.39,174.09,175.03,27078872,41.9257336703,42.1299096393,41.8176405103,42.0434351112,108315488,0.0,1.0 443 | AAPL,2017-12-20 00:00:00+00:00,174.35,175.42,173.25,174.87,23000392,41.8800943361,42.1371158499,41.6158666116,42.0050019877,92001568,0.0,1.0 444 | AAPL,2017-12-21 00:00:00+00:00,175.01,176.02,174.1,174.17,20356826,42.0386309708,42.2812400633,41.8200425805,41.8368570721,81427304,0.0,1.0 445 | AAPL,2017-12-22 00:00:00+00:00,175.01,175.42,174.5,174.68,16052615,42.0386309708,42.1371158499,41.9161253894,41.9593626534,64210460,0.0,1.0 446 | AAPL,2017-12-26 00:00:00+00:00,170.57,171.47,169.68,170.8,32968167,40.9721117918,41.1882981119,40.758327542,41.027359407,131872668,0.0,1.0 447 | AAPL,2017-12-27 00:00:00+00:00,170.6,170.78,169.71,170.1,21672062,40.9793180025,41.0225552665,40.7655337527,40.8592144914,86688248,0.0,1.0 448 | AAPL,2017-12-28 00:00:00+00:00,171.08,171.85,170.48,171.0,15997739,41.0946173732,41.2795767804,40.9504931598,41.0754008114,63990956,0.0,1.0 449 | AAPL,2017-12-29 00:00:00+00:00,169.23,170.59,169.22,170.52,25643711,40.650234382,40.9769159323,40.6478323117,40.9601014407,102574844,0.0,1.0 450 | AAPL,2018-01-02 00:00:00+00:00,172.26,172.3,169.26,170.16,25048048,41.3780616595,41.3876699404,40.6574405926,40.8736269127,100192192,0.0,1.0 451 | AAPL,2018-01-03 00:00:00+00:00,172.23,174.55,171.96,172.53,28819653,41.3708554488,41.9281357405,41.3059995528,41.4429175555,115278612,0.0,1.0 452 | AAPL,2018-01-04 00:00:00+00:00,173.03,173.47,172.08,172.54,22211345,41.5630210667,41.6687121565,41.3348243955,41.4453196257,88845380,0.0,1.0 453 | AAPL,2018-01-05 00:00:00+00:00,175.0,175.37,173.05,173.44,23016177,42.0362289006,42.1251054988,41.5678252071,41.6615059458,92064708,0.0,1.0 454 | AAPL,2018-01-08 00:00:00+00:00,174.35,175.61,173.93,174.35,20134092,41.8800943361,42.1827551842,41.7792073867,41.8800943361,80536368,0.0,1.0 455 | AAPL,2018-01-09 00:00:00+00:00,174.33,175.06,173.41,174.55,21262614,41.8752901956,42.0506413219,41.6542997351,41.9281357405,85050456,0.0,1.0 456 | AAPL,2018-01-10 00:00:00+00:00,174.29,174.3,173.0,173.16,23589129,41.8656819148,41.868083985,41.555814856,41.5942479796,94356516,0.0,1.0 457 | AAPL,2018-01-11 00:00:00+00:00,175.28,175.49,174.49,174.59,17523256,42.1034868668,42.1539303415,41.9137233192,41.9377440214,70093024,0.0,1.0 458 | AAPL,2018-01-12 00:00:00+00:00,177.09,177.36,175.65,176.18,25039531,42.5382615772,42.6031174732,42.1923634651,42.3196731869,100158124,0.0,1.0 459 | AAPL,2018-01-16 00:00:00+00:00,176.19,179.39,176.14,177.9,29159005,42.3220752571,43.0907377284,42.310064906,42.7328292652,116636020,0.0,1.0 460 | AAPL,2018-01-17 00:00:00+00:00,179.1,179.25,175.07,176.15,32752734,43.021077692,43.0571087453,42.0530433921,42.3124669762,131010936,0.0,1.0 461 | AAPL,2018-01-18 00:00:00+00:00,179.26,180.1,178.25,179.37,30234512,43.0595108155,43.2612847143,42.816901723,43.085933588,120938048,0.0,1.0 462 | AAPL,2018-01-19 00:00:00+00:00,178.46,179.58,177.41,178.61,30827809,42.8673451977,43.1363770627,42.6151278243,42.903376251,123311236,0.0,1.0 463 | AAPL,2018-01-22 00:00:00+00:00,177.0,177.78,176.6,177.3,26023683,42.5166429452,42.7040044225,42.4205601362,42.5887050518,104094732,0.0,1.0 464 | AAPL,2018-01-23 00:00:00+00:00,177.04,179.44,176.82,177.3,31702531,42.526251226,43.1027480795,42.4734056811,42.5887050518,126810124,0.0,1.0 465 | AAPL,2018-01-24 00:00:00+00:00,174.22,177.3,173.2,177.25,50562257,41.8488674232,42.5887050518,41.6038562605,42.5766947007,202249028,0.0,1.0 466 | AAPL,2018-01-25 00:00:00+00:00,171.11,174.95,170.53,174.51,39661804,41.1018235839,42.0242185495,40.9625035109,41.9185274597,158647216,0.0,1.0 467 | AAPL,2018-01-26 00:00:00+00:00,171.51,172.0,170.06,172.0,37121805,41.1979063928,41.3156078337,40.8496062105,41.3156078337,148487220,0.0,1.0 468 | AAPL,2018-01-29 00:00:00+00:00,167.96,170.16,167.07,170.16,48434424,40.3451714637,40.8736269127,40.1313872138,40.8736269127,193737696,0.0,1.0 469 | AAPL,2018-01-30 00:00:00+00:00,166.97,167.37,164.7,165.53,45137026,40.1073665116,40.2034493205,39.562096571,39.7614683995,180548104,0.0,1.0 470 | AAPL,2018-01-31 00:00:00+00:00,167.43,168.44,166.5,166.87,30984099,40.2178617419,40.4604708344,39.9944692111,40.0833458094,123936396,0.0,1.0 471 | AAPL,2018-02-01 00:00:00+00:00,167.78,168.62,166.76,167.17,38099665,40.3019341997,40.5037080984,40.0569230369,40.1554079161,152398660,0.0,1.0 472 | AAPL,2018-02-02 00:00:00+00:00,160.5,166.8,160.1,166.0,85436075,38.5532270774,40.0665313178,38.4571442685,39.8743657,341744300,0.0,1.0 473 | AAPL,2018-02-05 00:00:00+00:00,156.49,163.88,156.0,159.1,66090446,37.589996918,39.3651268127,37.4722954771,38.2169372462,264361784,0.0,1.0 474 | AAPL,2018-02-06 00:00:00+00:00,163.03,163.72,154.0,154.83,66625484,39.1609508438,39.3266936892,36.9918814325,37.191253261,266501936,0.0,1.0 475 | AAPL,2018-02-07 00:00:00+00:00,159.54,163.4,159.07,163.09,50852130,38.322628336,39.249827442,38.2097310355,39.1753632651,203408520,0.0,1.0 476 | AAPL,2018-02-08 00:00:00+00:00,155.15,161.0,155.03,160.29,49594129,37.2681195081,38.6733305885,37.2392946655,38.5027836027,198376516,0.0,1.0 477 | AAPL,2018-02-09 00:00:00+00:00,156.41,157.89,150.24,157.07,66723743,37.7221107803,38.0790491087,36.2340638299,37.8812859808,266894972,0.63,1.0 478 | AAPL,2018-02-12 00:00:00+00:00,162.71,163.89,157.51,158.5,60560145,39.2415104217,39.5260963863,37.9874027812,38.2261655819,242240580,0.0,1.0 479 | AAPL,2018-02-13 00:00:00+00:00,164.34,164.75,161.65,161.95,32104756,39.6346249321,39.7335064961,38.9858654027,39.0582177665,128419024,0.0,1.0 480 | AAPL,2018-02-14 00:00:00+00:00,167.37,167.54,162.88,163.04,39669178,40.3653838073,40.4063834801,39.2825100946,39.321098022,158676712,0.0,1.0 481 | AAPL,2018-02-15 00:00:00+00:00,172.99,173.09,169.0,169.79,50609595,41.7207847572,41.7449022119,40.7584983177,40.9490262092,202438380,0.0,1.0 482 | AAPL,2018-02-16 00:00:00+00:00,172.43,174.82,171.77,172.36,39638793,41.5857270113,42.1621341769,41.4265518108,41.5688447931,158555172,0.0,1.0 483 | AAPL,2018-02-20 00:00:00+00:00,171.85,174.26,171.42,172.05,33531012,41.4458457745,42.027076431,41.3421407196,41.4940806837,134124048,0.0,1.0 484 | AAPL,2018-02-21 00:00:00+00:00,171.07,174.12,171.01,172.83,35833514,41.2577296284,41.9933119945,41.2432591556,41.6821968298,143334056,0.0,1.0 485 | AAPL,2018-02-22 00:00:00+00:00,172.5,173.95,171.71,171.8,30504116,41.6026092296,41.9523123216,41.412081338,41.4337870472,122016464,0.0,1.0 486 | AAPL,2018-02-23 00:00:00+00:00,175.5,175.65,173.54,173.67,33329232,42.3261328683,42.3623090503,41.8534307577,41.8847834487,133316928,0.0,1.0 487 | AAPL,2018-02-26 00:00:00+00:00,178.97,179.39,176.21,176.35,36886432,43.1630085439,43.2643018533,42.4973667962,42.5311312327,147545728,0.0,1.0 488 | AAPL,2018-02-27 00:00:00+00:00,178.39,180.48,178.16,179.1,38685165,43.023127307,43.5271821087,42.9676571614,43.1943612349,154740660,0.0,1.0 489 | AAPL,2018-02-28 00:00:00+00:00,178.12,180.62,178.05,179.26,33604574,42.9580101795,43.5609465452,42.9411279613,43.2329491623,134418296,0.0,1.0 490 | AAPL,2018-03-01 00:00:00+00:00,175.0,179.78,172.66,178.54,48801970,42.2055455952,43.3583599263,41.641197157,43.059303489,195207880,0.0,1.0 491 | AAPL,2018-03-02 00:00:00+00:00,176.21,176.3,172.45,172.8,38453950,42.4973667962,42.5190725053,41.5905505023,41.6749615934,153815800,0.0,1.0 492 | AAPL,2018-03-05 00:00:00+00:00,176.82,177.74,174.52,175.21,28401366,42.6444832694,42.866363852,42.089781813,42.2561922499,113605464,0.0,1.0 493 | AAPL,2018-03-06 00:00:00+00:00,176.67,178.25,176.13,177.91,23788506,42.6083070875,42.9893628705,42.4780728325,42.9073635248,95154024,0.0,1.0 494 | AAPL,2018-03-07 00:00:00+00:00,175.03,175.85,174.27,174.94,31703462,42.2127808316,42.4105439595,42.0294881764,42.1910751224,126813848,0.0,1.0 495 | AAPL,2018-03-08 00:00:00+00:00,176.94,177.12,175.07,175.48,23163767,42.673424215,42.7168356333,42.2224278134,42.3213093774,92655068,0.0,1.0 496 | AAPL,2018-03-09 00:00:00+00:00,179.98,180.0,177.39,177.96,31385134,43.4065948356,43.4114183265,42.7819527608,42.9194222521,125540536,0.0,1.0 497 | AAPL,2018-03-12 00:00:00+00:00,181.72,182.39,180.21,180.29,32055405,43.8262385461,43.9878254921,43.4620649812,43.4813589449,128221620,0.0,1.0 498 | AAPL,2018-03-13 00:00:00+00:00,179.97,183.5,179.24,182.59,31168404,43.4041830901,44.2555292384,43.2281256713,44.0360604013,124673616,0.0,1.0 499 | AAPL,2018-03-14 00:00:00+00:00,178.44,180.52,177.81,180.32,29075469,43.0351860343,43.5368290906,42.8832460702,43.4885941813,116301876,0.0,1.0 500 | AAPL,2018-03-15 00:00:00+00:00,178.65,180.24,178.07,178.5,22584565,43.0858326891,43.4693002176,42.9459514522,43.0496565071,90338260,0.0,1.0 501 | AAPL,2018-03-16 00:00:00+00:00,178.02,179.12,177.62,178.65,36836456,42.9338927249,43.1991847258,42.8374229064,43.0858326891,147345824,0.0,1.0 502 | AAPL,2018-03-19 00:00:00+00:00,175.3,177.47,173.66,177.32,32804695,42.2778979591,42.8012467245,41.8823717032,42.7650705425,131218780,0.0,1.0 503 | AAPL,2018-03-20 00:00:00+00:00,175.24,176.8,174.94,175.24,19314039,42.2634274863,42.6396597785,42.1910751224,42.2634274863,77256156,0.0,1.0 504 | AAPL,2018-03-21 00:00:00+00:00,171.27,175.09,171.26,175.04,35247358,41.3059645377,42.2272513044,41.3035527922,42.2151925771,140989432,0.0,1.0 505 | AAPL,2018-03-22 00:00:00+00:00,168.85,172.68,168.6,170.0,41051076,40.7223221357,41.6460206479,40.6620284992,40.9996728639,164204304,0.0,1.0 506 | AAPL,2018-03-23 00:00:00+00:00,164.94,169.92,164.94,168.39,40248954,39.7793296599,40.9803789002,39.7793296599,40.6113818444,160995816,0.0,1.0 507 | AAPL,2018-03-26 00:00:00+00:00,172.77,173.1,166.44,168.07,36272617,41.6677263571,41.7473139573,40.1410914792,40.5342059896,145090468,0.0,1.0 508 | AAPL,2018-03-27 00:00:00+00:00,168.34,175.15,166.92,173.68,38962839,40.5993231171,42.2417217771,40.2568552614,41.8871951941,155851356,0.0,1.0 509 | AAPL,2018-03-28 00:00:00+00:00,166.48,170.02,165.19,167.25,41668545,40.1507384611,41.0044963548,39.8396232964,40.3364428617,166674180,0.0,1.0 510 | AAPL,2018-03-29 00:00:00+00:00,167.78,171.75,166.9,167.81,38398505,40.4642653712,41.4217283199,40.2520317705,40.4715006076,153594020,0.0,1.0 511 | AAPL,2018-04-02 00:00:00+00:00,166.68,168.94,164.47,166.64,37586791,40.1989733703,40.7440278449,39.6659776231,40.1893263885,150347164,0.0,1.0 512 | AAPL,2018-04-03 00:00:00+00:00,168.39,168.75,164.88,167.64,30278046,40.6113818444,40.6982046811,39.7648591871,40.4305009347,121112184,0.0,1.0 513 | AAPL,2018-04-04 00:00:00+00:00,171.61,172.01,164.77,164.88,34605489,41.3879638834,41.4844337019,39.738329987,39.7648591871,138421956,0.0,1.0 514 | AAPL,2018-04-05 00:00:00+00:00,172.8,174.23,172.08,172.58,26933197,41.6749615934,42.0198411946,41.5013159201,41.6219031933,107732788,0.0,1.0 515 | AAPL,2018-04-06 00:00:00+00:00,168.38,172.48,168.2,170.97,35005290,40.608970099,41.5977857386,40.5655586807,41.2336121738,140021160,0.0,1.0 516 | AAPL,2018-04-09 00:00:00+00:00,170.05,173.09,169.85,169.88,29017718,41.0117315912,41.7449022119,40.963496682,40.9707319184,116070872,0.0,1.0 517 | AAPL,2018-04-10 00:00:00+00:00,173.25,174.0,171.53,173.0,28614241,41.7834901393,41.964371049,41.3686699197,41.7231965027,114456964,0.0,1.0 518 | AAPL,2018-04-11 00:00:00+00:00,172.44,173.92,171.7,172.23,22431640,41.5881387568,41.9450770853,41.4096695926,41.5374921021,89726560,0.0,1.0 519 | AAPL,2018-04-12 00:00:00+00:00,174.14,175.0,173.04,173.41,22889285,41.9981354854,42.2055455952,41.7328434845,41.8220780667,91557140,0.0,1.0 520 | AAPL,2018-04-13 00:00:00+00:00,174.73,175.84,173.85,174.78,25124255,42.1404284677,42.4081322141,41.928194867,42.152487195,100497020,0.0,1.0 521 | AAPL,2018-04-16 00:00:00+00:00,175.82,176.19,174.83,175.03,21578420,42.4033087231,42.4925433053,42.1645459223,42.2127808316,86313680,0.0,1.0 522 | AAPL,2018-04-17 00:00:00+00:00,178.24,178.94,176.41,176.49,26605442,42.9869511251,43.1557733075,42.5456017054,42.5648956691,106421768,0.0,1.0 523 | AAPL,2018-04-18 00:00:00+00:00,177.84,178.82,176.88,177.81,20754538,42.8904813066,43.1268323619,42.6589537422,42.8832460702,83018152,0.0,1.0 524 | AAPL,2018-04-19 00:00:00+00:00,172.8,175.39,172.66,173.76,34808800,41.6749615934,42.2996036683,41.641197157,41.9064891578,139235200,0.0,1.0 525 | AAPL,2018-04-20 00:00:00+00:00,165.72,171.22,165.43,170.6,65491140,39.9674458059,41.2939058104,39.8975051875,41.1443775917,261964560,0.0,1.0 526 | AAPL,2018-04-23 00:00:00+00:00,165.24,166.92,164.09,166.83,36515477,39.8516820237,40.2568552614,39.5743312955,40.2351495523,146061908,0.0,1.0 527 | AAPL,2018-04-24 00:00:00+00:00,162.94,166.33,161.22,165.67,33692017,39.2969805673,40.1145622791,38.8821603478,39.9553870786,134768068,0.0,1.0 528 | AAPL,2018-04-25 00:00:00+00:00,163.65,165.42,162.41,162.62,28382084,39.4682144952,39.8950934421,39.1691580578,39.2198047125,113528336,0.0,1.0 529 | AAPL,2018-04-26 00:00:00+00:00,164.22,165.73,163.37,164.12,27963014,39.6056839865,39.9698575514,39.4006856222,39.5815665319,111852056,0.0,1.0 530 | AAPL,2018-04-27 00:00:00+00:00,162.32,164.33,160.63,164.0,35655839,39.1474523487,39.6322131866,38.7398673655,39.5526255864,142623356,0.0,1.0 531 | AAPL,2018-04-30 00:00:00+00:00,165.26,167.26,161.84,162.13,42427424,39.8565055147,40.3388546072,39.0316885664,39.1016291849,169709696,0.0,1.0 532 | AAPL,2018-05-01 00:00:00+00:00,169.1,169.2,165.27,166.41,53569376,40.7826157723,40.8067332269,39.8589172601,40.1338562429,214277504,0.0,1.0 533 | AAPL,2018-05-02 00:00:00+00:00,176.57,177.75,173.8,175.23,66539371,42.5841896328,42.8687755974,41.9161361397,42.2610157408,266157484,0.0,1.0 534 | AAPL,2018-05-03 00:00:00+00:00,176.89,177.5,174.44,175.88,34068180,42.6613654876,42.8084819609,42.0704878493,42.4177791959,136272720,0.0,1.0 535 | AAPL,2018-05-04 00:00:00+00:00,183.83,184.25,178.17,178.25,56201317,44.3351168387,44.4364101481,42.9700689068,42.9893628705,224805268,0.0,1.0 536 | AAPL,2018-05-07 00:00:00+00:00,185.16,187.67,184.75,185.18,42451423,44.6558789852,45.2612270963,44.5569974212,44.6607024761,169805692,0.0,1.0 537 | AAPL,2018-05-08 00:00:00+00:00,186.05,186.22,183.67,184.99,28402777,44.8705243314,44.9115240042,44.2965289113,44.6148793123,113611108,0.0,1.0 538 | AAPL,2018-05-09 00:00:00+00:00,187.36,187.4,185.22,186.55,23211241,45.186462987,45.1961099688,44.670349458,44.9911116045,92844964,0.0,1.0 539 | AAPL,2018-05-10 00:00:00+00:00,190.04,190.37,187.65,187.74,27989289,45.8328107709,45.9123983712,45.2564036054,45.2781093145,111957156,0.0,1.0 540 | AAPL,2018-05-11 00:00:00+00:00,188.59,190.06,187.45,189.49,26212221,45.6591650976,46.0150639931,45.3831618726,45.8770623806,104848884,0.73,1.0 541 | AAPL,2018-05-14 00:00:00+00:00,188.15,189.53,187.86,189.01,20778772,45.5526375371,45.8867467042,45.4824261904,45.7608504963,83115088,0.0,1.0 542 | AAPL,2018-05-15 00:00:00+00:00,186.44,187.07,185.1,186.78,23695159,45.1386326995,45.2911607976,44.814207856,45.2209494508,94780636,0.0,1.0 543 | AAPL,2018-05-16 00:00:00+00:00,188.18,188.46,186.0,186.07,19183064,45.5599007798,45.6276910457,45.032105139,45.0490527054,76732256,0.0,1.0 544 | AAPL,2018-05-17 00:00:00+00:00,186.99,188.91,186.36,188.0,17294029,45.2717921502,45.7366396871,45.1192640521,45.5163213233,69176116,0.0,1.0 545 | AAPL,2018-05-18 00:00:00+00:00,186.31,187.81,186.13,187.19,18297728,45.1071586475,45.4703207858,45.063579191,45.3202137686,73190912,0.0,1.0 546 | AAPL,2018-05-21 00:00:00+00:00,187.63,189.27,186.91,188.0,18400787,45.4267413292,45.8237986003,45.2524235028,45.5163213233,73603148,0.0,1.0 547 | AAPL,2018-05-22 00:00:00+00:00,187.16,188.88,186.78,188.38,15240704,45.3129505259,45.7293764444,45.2209494508,45.6083223983,60962816,0.0,1.0 548 | AAPL,2018-05-23 00:00:00+00:00,188.36,188.5,185.76,186.35,20058415,45.6034802364,45.6373753693,44.9739991969,45.1168429712,80233660,0.0,1.0 549 | AAPL,2018-05-24 00:00:00+00:00,188.15,188.84,186.21,188.77,23233975,45.5526375371,45.7196921207,45.0829478383,45.7027445542,92935900,0.0,1.0 550 | AAPL,2018-05-25 00:00:00+00:00,188.58,189.65,187.65,188.23,17460963,45.6567440167,45.9157996753,45.431583491,45.5720061845,69843852,0.0,1.0 551 | AAPL,2018-05-29 00:00:00+00:00,187.9,188.75,186.87,187.6,22514075,45.492110514,45.6979023924,45.2427391791,45.4194780864,90056300,0.0,1.0 552 | AAPL,2018-05-30 00:00:00+00:00,187.5,188.0,186.78,187.72,18690547,45.3952672772,45.5163213233,45.2209494508,45.4485310575,74762188,0.0,1.0 553 | AAPL,2018-05-31 00:00:00+00:00,186.87,188.23,186.14,187.22,27482793,45.2427391791,45.5720061845,45.0660002719,45.3274770114,109931172,0.0,1.0 554 | AAPL,2018-06-01 00:00:00+00:00,190.24,190.26,187.75,187.99,23442510,46.0586434497,46.0634856115,45.4557943002,45.5139002423,93770040,0.0,1.0 555 | AAPL,2018-06-04 00:00:00+00:00,191.83,193.42,191.35,191.64,26266174,46.4435953162,46.8285471827,46.3273834319,46.3975947787,105064696,0.0,1.0 556 | AAPL,2018-06-05 00:00:00+00:00,193.31,193.94,192.36,193.07,21565963,46.8019152926,46.9544433906,46.571912605,46.7438093504,86263852,0.0,1.0 557 | AAPL,2018-06-06 00:00:00+00:00,193.98,194.08,191.92,193.63,20933619,46.9641277143,46.9883385235,46.4653850445,46.879389882,83734476,0.0,1.0 558 | AAPL,2018-06-07 00:00:00+00:00,193.46,194.2,192.34,194.14,21347180,46.8382315064,47.0173914946,46.5670704432,47.002865009,85388720,0.0,1.0 559 | AAPL,2018-06-08 00:00:00+00:00,191.7,192.0,189.77,191.17,26656799,46.4121212642,46.4847536918,45.9448526464,46.2838039754,106627196,0.0,1.0 560 | AAPL,2018-06-11 00:00:00+00:00,191.23,191.97,190.21,191.35,18308460,46.2983304609,46.4774904491,46.0513802069,46.3273834319,73233840,0.0,1.0 561 | AAPL,2018-06-12 00:00:00+00:00,192.28,192.61,191.15,191.39,16911141,46.5525439576,46.6324396281,46.2789618135,46.3370677556,67644564,0.0,1.0 562 | AAPL,2018-06-13 00:00:00+00:00,190.7,192.88,190.44,192.42,21638393,46.1700131721,46.6978088129,46.1070650681,46.5864390905,86553572,0.0,1.0 563 | AAPL,2018-06-14 00:00:00+00:00,190.8,191.57,190.22,191.55,21610074,46.1942239813,46.3806472122,46.0538012878,46.3758050504,86440296,0.0,1.0 564 | AAPL,2018-06-15 00:00:00+00:00,188.84,190.16,188.26,190.03,61719160,45.7196921207,46.0392748023,45.5792694272,46.0078007503,246876640,0.0,1.0 565 | AAPL,2018-06-18 00:00:00+00:00,188.74,189.22,187.2,187.88,18484865,45.6954813115,45.8116931957,45.3226348495,45.4872683522,73939460,0.0,1.0 566 | AAPL,2018-06-19 00:00:00+00:00,185.69,186.33,183.45,185.14,33578455,44.9570516304,45.1120008094,44.414729504,44.8238921797,134313820,0.0,1.0 567 | AAPL,2018-06-20 00:00:00+00:00,186.5,187.2,185.73,186.35,20628701,45.153159185,45.3226348495,44.9667359541,45.1168429712,82514804,0.0,1.0 568 | AAPL,2018-06-21 00:00:00+00:00,185.46,188.35,184.94,187.25,25711898,44.9013667692,45.6010591555,44.7754705613,45.3347402542,102847592,0.0,1.0 569 | AAPL,2018-06-22 00:00:00+00:00,184.92,186.15,184.7,186.12,27200447,44.7706283995,45.0684213528,44.7173646192,45.06115811,108801788,0.0,1.0 570 | AAPL,2018-06-25 00:00:00+00:00,182.17,184.92,180.73,183.4,31663096,44.1048311461,44.7706283995,43.7561954934,44.4026240994,126652384,0.0,1.0 571 | AAPL,2018-06-26 00:00:00+00:00,184.43,186.53,182.54,182.99,24569201,44.6519954343,45.1604224278,44.1944111402,44.3033597816,98276804,0.0,1.0 572 | AAPL,2018-06-27 00:00:00+00:00,184.16,187.28,184.03,185.23,25285328,44.5866262494,45.3420034969,44.5551521974,44.845681908,101141312,0.0,1.0 573 | AAPL,2018-06-28 00:00:00+00:00,185.5,186.21,183.8,184.1,17365235,44.9110510929,45.0829478383,44.4994673363,44.5720997639,69460940,0.0,1.0 574 | AAPL,2018-06-29 00:00:00+00:00,185.11,187.19,182.91,186.29,22737666,44.816628937,45.3202137686,44.2839911342,45.1023164857,90950664,0.0,1.0 575 | AAPL,2018-07-02 00:00:00+00:00,187.18,187.3,183.42,183.82,17731343,45.3177926877,45.3468456588,44.4074662612,44.5043094981,70925372,0.0,1.0 576 | AAPL,2018-07-03 00:00:00+00:00,183.92,187.95,183.54,187.79,13954806,44.5285203073,45.5042159187,44.4365192323,45.4654786239,55819224,0.0,1.0 577 | AAPL,2018-07-05 00:00:00+00:00,185.4,186.41,184.28,185.26,16604248,44.8868402837,45.1313694568,44.6156792205,44.8529451508,66416992,0.0,1.0 578 | AAPL,2018-07-06 00:00:00+00:00,187.97,188.43,185.2,185.42,17485245,45.5090580805,45.6204278029,44.8384186653,44.8916824455,69940980,0.0,1.0 579 | AAPL,2018-07-09 00:00:00+00:00,190.58,190.68,189.3,189.5,19756634,46.140960201,46.1651710102,45.8310618431,45.8794834615,79026536,0.0,1.0 580 | AAPL,2018-07-10 00:00:00+00:00,190.35,191.28,190.18,190.71,15939149,46.0852753398,46.3104358655,46.0441169641,46.172434253,63756596,0.0,1.0 581 | AAPL,2018-07-11 00:00:00+00:00,187.88,189.78,187.61,188.5,18831470,45.4872683522,45.9472737273,45.4218991673,45.6373753693,75325880,0.0,1.0 582 | AAPL,2018-07-12 00:00:00+00:00,191.03,191.41,189.31,189.53,18041131,46.2499088425,46.3419099175,45.833482924,45.8867467042,72164524,0.0,1.0 583 | AAPL,2018-07-13 00:00:00+00:00,191.33,191.84,190.9,191.08,12519792,46.3225412701,46.4460163971,46.2184347905,46.2620142471,50079168,0.0,1.0 584 | AAPL,2018-07-16 00:00:00+00:00,190.91,192.65,190.42,191.52,15043110,46.2208558714,46.6421239517,46.1022229063,46.3685418076,60172440,0.0,1.0 585 | AAPL,2018-07-17 00:00:00+00:00,191.45,191.87,189.2,189.75,15534523,46.3515942412,46.4532796399,45.8068510338,45.9400104845,62138092,0.0,1.0 586 | AAPL,2018-07-18 00:00:00+00:00,190.4,191.8,189.93,191.78,16393381,46.0973807444,46.4363320734,45.9835899411,46.4314899116,65573524,0.0,1.0 587 | AAPL,2018-07-19 00:00:00+00:00,191.88,192.55,189.69,189.69,20286752,46.4557007208,46.6179131425,45.925483999,45.925483999,81147008,0.0,1.0 588 | AAPL,2018-07-20 00:00:00+00:00,191.44,192.43,190.17,191.78,20706042,46.3491731602,46.5888601715,46.0416958832,46.4314899116,82824168,0.0,1.0 589 | AAPL,2018-07-23 00:00:00+00:00,191.61,191.96,189.56,190.68,15989365,46.3903315359,46.4750693682,45.894009947,46.1651710102,63957460,0.0,1.0 590 | AAPL,2018-07-24 00:00:00+00:00,193.0,193.66,192.05,192.45,18697898,46.726861784,46.8866531248,46.4968590965,46.5937023333,74791592,0.0,1.0 591 | AAPL,2018-07-25 00:00:00+00:00,194.82,194.85,192.43,193.06,16826483,47.1674985117,47.1747617545,46.5888601715,46.7413882695,67305932,0.0,1.0 592 | AAPL,2018-07-26 00:00:00+00:00,194.21,195.96,193.61,194.61,19075964,47.0198125755,47.4435017367,46.8745477202,47.1166558123,76303856,0.0,1.0 593 | AAPL,2018-07-27 00:00:00+00:00,190.98,195.19,190.1,194.99,24023972,46.2378034379,47.2570785058,46.0247483168,47.2086568874,96095888,0.0,1.0 594 | AAPL,2018-07-30 00:00:00+00:00,189.91,192.2,189.07,191.9,21029535,45.9787477793,46.5331753103,45.7753769819,46.4605428826,84118140,0.0,1.0 595 | AAPL,2018-07-31 00:00:00+00:00,190.29,192.14,189.34,190.3,39373038,46.0707488543,46.5186488247,45.8407461667,46.0731699352,157492152,0.0,1.0 596 | AAPL,2018-08-01 00:00:00+00:00,201.5,201.76,197.31,199.13,67935716,48.7847805672,48.8477286712,47.7703476611,48.2109843888,271742864,0.0,1.0 597 | AAPL,2018-08-02 00:00:00+00:00,207.39,208.38,200.35,200.58,62404012,50.21079723,50.4504842412,48.5063562613,48.5620411224,249616048,0.0,1.0 598 | AAPL,2018-08-03 00:00:00+00:00,207.99,208.74,205.48,207.03,33447396,50.3560620852,50.5376431544,49.748370774,50.1236383168,133789584,0.0,1.0 599 | AAPL,2018-08-06 00:00:00+00:00,209.07,209.25,207.07,208.0,25425387,50.6175388248,50.6611182813,50.1333226405,50.3584831662,101701548,0.0,1.0 600 | AAPL,2018-08-07 00:00:00+00:00,207.11,209.5,206.76,209.32,25587387,50.1430069642,50.7216453044,50.0582691319,50.6780658478,102349548,0.0,1.0 601 | AAPL,2018-08-08 00:00:00+00:00,207.25,207.81,204.52,206.05,22525487,50.1769020971,50.3124826287,49.5159470055,49.8863723865,90101948,0.0,1.0 602 | AAPL,2018-08-09 00:00:00+00:00,208.88,209.78,207.2,207.28,23492626,50.5715382873,50.7894355702,50.1647966924,50.1841653398,93970504,0.0,1.0 603 | AAPL,2018-08-10 00:00:00+00:00,207.53,209.1,206.67,207.36,24611202,50.4214312701,50.8028780349,50.2124859085,50.3801281172,98444808,0.73,1.0 604 | AAPL,2018-08-13 00:00:00+00:00,208.87,210.95,207.7,207.7,25890880,50.7469972987,51.2523535221,50.462734423,50.462734423,103563520,0.0,1.0 605 | AAPL,2018-08-14 00:00:00+00:00,209.75,210.56,208.26,210.16,20748010,50.9608018547,51.1575992302,50.5987918678,51.0604153411,82992040,0.0,1.0 606 | AAPL,2018-08-15 00:00:00+00:00,210.24,210.74,208.33,209.22,28807564,51.0798521189,51.2013319803,50.6157990484,50.8320332016,115230256,0.0,1.0 607 | AAPL,2018-08-16 00:00:00+00:00,213.32,213.81,211.47,211.75,28500367,51.8281680651,51.9472183292,51.3786925779,51.4467213003,114001468,0.0,1.0 608 | AAPL,2018-08-17 00:00:00+00:00,217.58,217.95,213.16,213.44,35426997,52.8631764841,52.9530715816,51.7892945094,51.8573232318,141707988,0.0,1.0 609 | AAPL,2018-08-20 00:00:00+00:00,215.46,219.18,215.11,218.1,30287695,52.3481018718,53.2519120406,52.2630659689,52.98951554,121150780,0.0,1.0 610 | AAPL,2018-08-21 00:00:00+00:00,215.04,217.19,214.03,216.8,26159755,52.2460587883,52.7684221923,52.0006694682,52.6736679004,104639020,0.0,1.0 611 | AAPL,2018-08-22 00:00:00+00:00,215.05,216.36,213.84,214.1,19018131,52.2484883855,52.5667656223,51.9545071209,52.0176766488,76072524,0.0,1.0 612 | AAPL,2018-08-23 00:00:00+00:00,215.49,217.05,214.6,214.65,18883224,52.3553906635,52.7344078311,52.1391565102,52.1513044964,75532896,0.0,1.0 613 | AAPL,2018-08-24 00:00:00+00:00,216.16,216.9,215.11,216.6,18476356,52.5181736778,52.6979638726,52.2630659689,52.6250759558,73905424,0.0,1.0 614 | AAPL,2018-08-27 00:00:00+00:00,217.94,218.74,216.33,217.15,20525117,52.9506419843,53.1450097626,52.5594768307,52.7587038033,82100468,0.0,1.0 615 | AAPL,2018-08-28 00:00:00+00:00,219.7,220.54,218.92,219.01,22776766,53.3782510964,53.5823372636,53.1887425127,53.2106088877,91107064,0.0,1.0 616 | AAPL,2018-08-29 00:00:00+00:00,222.98,223.49,219.41,220.15,27254804,54.1751589872,54.2990684458,53.3077927768,53.4875829717,109019216,0.0,1.0 617 | AAPL,2018-08-30 00:00:00+00:00,225.03,228.26,222.4,223.25,48793824,54.6732264189,55.4579863235,54.034242348,54.2407581123,195175296,0.0,1.0 618 | AAPL,2018-08-31 00:00:00+00:00,227.63,228.87,226.0,226.51,43340134,55.3049216982,55.6061917544,54.90889735,55.0328068086,173360536,0.0,1.0 619 | AAPL,2018-09-04 00:00:00+00:00,228.36,229.18,226.63,228.41,27390132,55.4822822958,55.6815092685,55.0619619754,55.4944302819,109560528,0.0,1.0 620 | AAPL,2018-09-05 00:00:00+00:00,226.87,229.67,225.1,228.99,33332960,55.1202723088,55.8005595326,54.6902335995,55.6353469211,133331840,0.0,1.0 621 | AAPL,2018-09-06 00:00:00+00:00,223.1,227.35,221.3,226.23,34289976,54.2043141539,55.2368929758,53.7669866529,54.9647780863,137159904,0.0,1.0 622 | AAPL,2018-09-07 00:00:00+00:00,221.3,225.37,220.71,221.85,37619810,53.7669866529,54.7558327247,53.6236404165,53.9006145004,150479240,0.0,1.0 623 | AAPL,2018-09-10 00:00:00+00:00,218.33,221.85,216.47,220.95,39516453,53.0453962762,53.9006145004,52.5934911918,53.6819507499,158065812,0.0,1.0 624 | AAPL,2018-09-11 00:00:00+00:00,223.85,224.3,216.56,218.01,35749049,54.386533946,54.4958658213,52.6153575669,52.9676491649,142996196,0.0,1.0 625 | AAPL,2018-09-12 00:00:00+00:00,221.07,225.0,219.84,224.94,49278740,53.7111059167,54.6659376272,53.4122654576,54.6513600439,197114960,0.0,1.0 626 | AAPL,2018-09-13 00:00:00+00:00,226.41,228.35,222.57,223.52,41706377,55.0085108364,55.4798526986,54.0755455008,54.3063572375,166825508,0.0,1.0 627 | AAPL,2018-09-14 00:00:00+00:00,223.84,226.84,222.52,225.75,31999289,54.3841043488,55.1129835172,54.0633975147,54.8481574193,127997156,0.0,1.0 628 | AAPL,2018-09-17 00:00:00+00:00,217.88,222.95,217.27,222.15,37195133,52.936064401,54.1678701955,52.7878589701,53.9735024173,148780532,0.0,1.0 629 | AAPL,2018-09-18 00:00:00+00:00,218.24,221.85,217.12,217.79,31571712,53.0235299012,53.9006145004,52.7514150117,52.9141980259,126286848,0.0,1.0 630 | AAPL,2018-09-19 00:00:00+00:00,218.37,219.62,215.3,218.5,27123833,53.0551146651,53.3588143186,52.3092283162,53.0866994291,108495332,0.0,1.0 631 | AAPL,2018-09-20 00:00:00+00:00,220.03,222.28,219.15,220.24,26608794,53.458427805,54.0050871812,53.2446232489,53.5094493468,106435176,0.0,1.0 632 | AAPL,2018-09-21 00:00:00+00:00,217.66,221.36,217.29,220.78,96246748,52.882613262,53.7815642363,52.7927181645,53.6406475971,384986992,0.0,1.0 633 | AAPL,2018-09-24 00:00:00+00:00,220.79,221.26,216.63,216.82,27693358,53.6430771943,53.757268264,52.6323647475,52.6785270948,110773432,0.0,1.0 634 | AAPL,2018-09-25 00:00:00+00:00,222.19,222.82,219.7,219.75,24554379,53.9832208062,54.1362854315,53.3782510964,53.3903990826,98217516,0.0,1.0 635 | AAPL,2018-09-26 00:00:00+00:00,220.42,223.75,219.76,221.0,23984706,53.5531820969,54.3622379737,53.3928286798,53.6940987361,95938824,0.0,1.0 636 | AAPL,2018-09-27 00:00:00+00:00,224.95,226.44,223.54,223.82,30181227,54.6537896411,55.015799628,54.311216432,54.3792451543,120724908,0.0,1.0 637 | AAPL,2018-09-28 00:00:00+00:00,225.74,225.84,224.02,224.79,22929364,54.8457278221,54.8700237944,54.4278370989,54.6149160854,91717456,0.0,1.0 638 | AAPL,2018-10-01 00:00:00+00:00,227.26,229.42,226.35,227.95,23600802,55.2150266007,55.7398196019,54.993933253,55.3826688094,94403208,0.0,1.0 639 | AAPL,2018-10-02 00:00:00+00:00,229.28,230.0,226.63,227.25,24788170,55.7058052408,55.8807362412,55.0619619754,55.2125970035,99152680,0.0,1.0 640 | AAPL,2018-10-03 00:00:00+00:00,232.07,233.47,229.78,230.05,28654799,56.3836628673,56.7238064792,55.8272851021,55.8928842273,114619196,0.0,1.0 641 | AAPL,2018-10-04 00:00:00+00:00,227.99,232.35,226.73,230.78,32042000,55.3923871984,56.4516915897,55.0862579476,56.0702448249,128168000,0.0,1.0 642 | AAPL,2018-10-05 00:00:00+00:00,224.29,228.41,220.58,227.96,33580463,54.493436224,55.4944302819,53.5920556525,55.3850984067,134321852,0.0,1.0 643 | AAPL,2018-10-08 00:00:00+00:00,223.77,224.8,220.2,222.21,29663923,54.3670971682,54.6173456827,53.4997309578,53.9880800006,118655692,0.0,1.0 644 | AAPL,2018-10-09 00:00:00+00:00,226.87,227.27,222.25,223.64,26891029,55.1202723088,55.2174561979,53.9977983896,54.3355124042,107564116,0.0,1.0 645 | AAPL,2018-10-10 00:00:00+00:00,216.36,226.35,216.05,225.46,41990554,52.5667656223,54.993933253,52.4914481083,54.7776990997,167962216,0.0,1.0 646 | AAPL,2018-10-11 00:00:00+00:00,214.45,219.5,212.32,214.52,53124392,52.1027125518,53.3296591519,51.5852083423,52.1197197324,212497568,0.0,1.0 647 | AAPL,2018-10-12 00:00:00+00:00,222.11,222.88,216.84,220.42,40337851,53.9637840284,54.1508630149,52.6833862893,53.5531820969,161351404,0.0,1.0 648 | AAPL,2018-10-15 00:00:00+00:00,217.36,221.83,217.27,221.16,30791007,52.8097253451,53.895755306,52.7878589701,53.7329722917,123164028,0.0,1.0 649 | AAPL,2018-10-16 00:00:00+00:00,222.15,222.99,216.76,218.93,29183963,53.9735024173,54.1775885844,52.6639495115,53.1911721099,116735852,0.0,1.0 650 | AAPL,2018-10-17 00:00:00+00:00,221.19,222.64,219.34,222.3,22885397,53.7402610834,54.0925526814,53.2907855962,54.0099463757,91541588,0.0,1.0 651 | AAPL,2018-10-18 00:00:00+00:00,216.02,219.74,213.0,217.86,32581315,52.4841593166,53.3879694854,51.7504209538,52.9312052065,130325260,0.0,1.0 652 | AAPL,2018-10-19 00:00:00+00:00,219.31,221.26,217.43,218.06,33078726,53.2834968046,53.757268264,52.8267325257,52.9797971511,132314904,0.0,1.0 653 | AAPL,2018-10-22 00:00:00+00:00,220.65,223.36,218.94,219.79,28792082,53.6090628331,54.2674836819,53.1936017071,53.4001174715,115168328,0.0,1.0 654 | AAPL,2018-10-23 00:00:00+00:00,222.73,223.25,214.7,215.83,38767846,54.1144190565,54.2407581123,52.1634524825,52.4379969693,155071384,0.0,1.0 655 | AAPL,2018-10-24 00:00:00+00:00,215.09,224.23,214.54,222.6,40925163,52.2582067744,54.4788586407,52.1245789269,54.0828342925,163700652,0.0,1.0 656 | AAPL,2018-10-25 00:00:00+00:00,219.8,221.38,216.75,217.71,29855768,53.4025470687,53.7864234307,52.6615199142,52.8947612481,119423072,0.0,1.0 657 | AAPL,2018-10-26 00:00:00+00:00,216.3,220.19,212.67,215.9,47258375,52.552188039,53.4973013606,51.6702442453,52.4550041499,189033500,0.0,1.0 658 | AAPL,2018-10-29 00:00:00+00:00,212.24,219.69,206.09,219.19,45935520,51.5657715645,53.3758214992,50.0715692693,53.2543416378,183742080,0.0,1.0 659 | AAPL,2018-10-30 00:00:00+00:00,213.3,215.18,209.27,211.15,36659990,51.8233088706,52.2800731494,50.8441811878,51.3009454666,146639960,0.0,1.0 660 | AAPL,2018-10-31 00:00:00+00:00,218.86,220.45,216.62,216.88,38358933,53.1741649293,53.5604708885,52.6299351503,52.6931046782,153435732,0.0,1.0 661 | AAPL,2018-11-01 00:00:00+00:00,222.22,222.36,216.81,219.05,58323180,53.9905095979,54.0245239591,52.6760974976,53.2203272766,233292720,0.0,1.0 662 | AAPL,2018-11-02 00:00:00+00:00,207.48,213.65,205.43,209.55,91328654,50.409283284,51.9083447736,49.9112158523,50.9122099102,365314616,0.0,1.0 663 | AAPL,2018-11-05 00:00:00+00:00,201.59,204.39,198.17,204.3,66163669,48.9782505168,49.6585377406,48.1473282648,49.6366713655,264654676,0.0,1.0 664 | AAPL,2018-11-06 00:00:00+00:00,203.77,204.72,201.69,201.92,31882881,49.5079027124,49.7387144491,49.002546489,49.0584272253,127531524,0.0,1.0 665 | AAPL,2018-11-07 00:00:00+00:00,209.95,210.06,204.13,205.97,33424434,51.0093937993,51.0361193688,49.5953682126,50.0424141026,133697736,0.0,1.0 666 | AAPL,2018-11-08 00:00:00+00:00,208.49,210.12,206.75,209.98,25362636,50.8320332016,51.2294441763,50.4078030814,51.1953107184,101450544,0.73,1.0 667 | AAPL,2018-11-09 00:00:00+00:00,204.47,206.01,202.25,205.55,34365750,49.8519153376,50.2273833751,49.3106562187,50.1152305847,137463000,0.0,1.0 668 | AAPL,2018-11-12 00:00:00+00:00,194.17,199.85,193.79,199.0,51135518,47.3406680741,48.7255112252,47.2480201168,48.5182723734,204542072,0.0,1.0 669 | AAPL,2018-11-13 00:00:00+00:00,192.23,197.18,191.45,191.63,46882936,46.867675871,48.07453742,46.6775037482,46.7213896227,187531744,0.0,1.0 670 | AAPL,2018-11-14 00:00:00+00:00,186.8,194.48,185.93,193.9,60800957,45.5437853233,47.4162493024,45.3316702632,47.2748392623,243203828,0.0,1.0 671 | AAPL,2018-11-15 00:00:00+00:00,191.41,191.97,186.9,188.39,46478801,46.6677513316,46.8042851634,45.5681663647,45.9314438815,185915204,0.0,1.0 672 | AAPL,2018-11-16 00:00:00+00:00,193.53,194.97,189.46,190.5,36928253,47.1846294091,47.5357164052,46.1923210244,46.4458838549,147713012,0.0,1.0 673 | AAPL,2018-11-19 00:00:00+00:00,185.86,190.7,184.99,190.0,41920872,45.3146035342,46.4946459377,45.1024884741,46.3239786479,167683488,0.0,1.0 674 | AAPL,2018-11-20 00:00:00+00:00,176.98,181.47,175.51,178.37,67825247,43.1495670585,44.2442758171,42.79116575,43.4884635339,271300988,0.0,1.0 675 | AAPL,2018-11-21 00:00:00+00:00,176.78,180.27,176.55,179.73,31124210,43.1008049757,43.9517033203,43.0447285805,43.8200456968,124496840,0.0,1.0 676 | AAPL,2018-11-23 00:00:00+00:00,172.29,176.595,172.1,174.94,23623972,42.0060962171,43.0557000491,41.9597722385,42.6521938141,94495888,0.0,1.0 677 | AAPL,2018-11-26 00:00:00+00:00,174.62,174.95,170.26,174.24,44998520,42.5741744816,42.6546319182,41.5111610768,42.4815265243,179994080,0.0,1.0 678 | AAPL,2018-11-27 00:00:00+00:00,174.24,174.77,170.88,171.51,41387377,42.4815265243,42.6107460437,41.6623235335,41.8159240943,165549508,0.0,1.0 679 | AAPL,2018-11-28 00:00:00+00:00,180.94,181.29,174.93,176.73,46062539,44.1150562977,44.2003899426,42.6497557099,43.088614455,184250156,0.0,1.0 680 | AAPL,2018-11-29 00:00:00+00:00,179.55,182.8,177.7,182.66,41769992,43.7761598223,44.5685436676,43.3251105565,44.5344102097,167079968,0.0,1.0 681 | AAPL,2018-11-30 00:00:00+00:00,178.58,180.33,177.03,180.29,39531549,43.5396637208,43.9663319452,43.1617575792,43.9565795286,158126196,0.0,1.0 682 | AAPL,2018-12-03 00:00:00+00:00,184.82,184.94,181.21,184.46,40798002,45.0610407038,45.0902979534,44.1808851094,44.9732689547,163192008,0.0,1.0 683 | AAPL,2018-12-04 00:00:00+00:00,176.69,182.39,176.27,180.95,41344282,43.0788620385,44.4685813979,42.9764616646,44.1174944018,165377128,0.0,1.0 684 | AAPL,2018-12-06 00:00:00+00:00,174.72,174.78,170.42,171.76,43098410,42.598555523,42.6131841478,41.5501707431,41.8768766977,172393640,0.0,1.0 685 | AAPL,2018-12-07 00:00:00+00:00,168.49,174.49,168.3,173.49,42281631,41.0796166442,42.5424791278,41.0332926655,42.2986687139,169126524,0.0,1.0 686 | AAPL,2018-12-10 00:00:00+00:00,169.6,170.09,163.33,165.0,62025994,41.3502462036,41.4697133065,39.8215549083,40.2287182995,248103976,0.0,1.0 687 | AAPL,2018-12-11 00:00:00+00:00,168.63,171.79,167.0,171.66,47281665,41.1137501021,41.8841910102,40.7163391274,41.8524956563,189126660,0.0,1.0 688 | AAPL,2018-12-12 00:00:00+00:00,169.1,171.92,169.02,170.4,35627674,41.2283409967,41.915886364,41.2088361636,41.5452945348,142510696,0.0,1.0 689 | AAPL,2018-12-13 00:00:00+00:00,170.95,172.57,169.55,170.49,31897827,41.6793902625,42.074363133,41.3380556829,41.567237472,127591308,0.0,1.0 690 | AAPL,2018-12-14 00:00:00+00:00,165.48,169.08,165.28,169.0,40703710,40.3457472982,41.2234647884,40.2969852154,41.2039599553,162814840,0.0,1.0 691 | AAPL,2018-12-17 00:00:00+00:00,163.94,168.35,162.73,165.45,44287922,39.9702792608,41.0454831862,39.6752686599,40.3384329858,177151688,0.0,1.0 692 | AAPL,2018-12-18 00:00:00+00:00,166.07,167.53,164.39,165.38,33841518,40.4895954424,40.8455586468,40.079993947,40.3213662568,135366072,0.0,1.0 693 | AAPL,2018-12-19 00:00:00+00:00,160.89,167.45,159.09,166.0,49047297,39.2266574983,40.8260538137,38.7877987532,40.4725287135,196189188,0.0,1.0 694 | AAPL,2018-12-20 00:00:00+00:00,156.83,162.11,155.3,160.4,64772960,38.2367872177,39.5241062033,37.8637572843,39.1071903954,259091840,0.0,1.0 695 | AAPL,2018-12-21 00:00:00+00:00,150.73,158.16,149.63,156.86,95744384,36.7495436927,38.5610550682,36.4813522373,38.2441015301,382977536,0.0,1.0 696 | AAPL,2018-12-24 00:00:00+00:00,146.83,151.55,146.59,148.15,37169232,35.7986830783,36.9494682321,35.740168579,36.1205128247,148676928,0.0,1.0 697 | AAPL,2018-12-26 00:00:00+00:00,157.17,157.23,146.72,148.3,58582544,38.3196827584,38.3343113832,35.7718639328,36.1570843868,234330176,0.0,1.0 698 | AAPL,2018-12-27 00:00:00+00:00,156.15,156.77,150.07,155.84,53117065,38.0709961362,38.2221585928,36.5886288195,37.9954149079,212468260,0.0,1.0 699 | AAPL,2018-12-28 00:00:00+00:00,156.23,158.52,154.55,157.5,42291424,38.0905009693,38.6488268172,37.6808994739,38.400140195,169165696,0.0,1.0 700 | AAPL,2018-12-31 00:00:00+00:00,157.74,159.36,156.48,158.53,35003466,38.4586546944,38.8536275649,38.1514535728,38.6512649214,140013864,0.0,1.0 701 | AAPL,2019-01-02 00:00:00+00:00,157.92,158.85,154.23,154.89,37039737,38.5025405689,38.7292842538,37.6028801414,37.7637950146,148158948,0.0,1.0 702 | AAPL,2019-01-03 00:00:00+00:00,142.19,145.72,142.0,143.98,91312195,34.6674027576,35.5280535188,34.621078779,35.1038233986,365248780,0.0,1.0 703 | AAPL,2019-01-04 00:00:00+00:00,148.26,148.55,143.8,144.53,58607070,36.1473319702,36.2180369903,35.0599375241,35.2379191263,234428280,0.0,1.0 704 | AAPL,2019-01-07 00:00:00+00:00,147.93,148.83,145.9,148.7,54777764,36.0668745336,36.2863039062,35.5719393933,36.2546085524,219111056,0.0,1.0 705 | AAPL,2019-01-08 00:00:00+00:00,150.75,151.82,148.52,149.56,41025314,36.7544199009,37.0152970438,36.2107226779,36.4642855084,164101256,0.0,1.0 706 | AAPL,2019-01-09 00:00:00+00:00,153.31,154.53,149.63,151.29,45099081,37.3785745606,37.6760232656,36.4813522373,36.8860775245,180396324,0.0,1.0 707 | AAPL,2019-01-10 00:00:00+00:00,153.8,153.97,150.86,152.5,35780670,37.4980416634,37.5394894338,36.7812390465,37.1810881253,143122680,0.0,1.0 708 | AAPL,2019-01-11 00:00:00+00:00,152.29,153.7,151.51,152.88,27023241,37.1298879384,37.473660622,36.9397158155,37.2737360826,108092964,0.0,1.0 709 | AAPL,2019-01-14 00:00:00+00:00,150.0,151.27,149.22,150.85,32439186,36.5715620905,36.8812013162,36.3813899676,36.7788009423,129756744,0.0,1.0 710 | AAPL,2019-01-15 00:00:00+00:00,153.07,153.39,150.05,150.27,28710324,37.3200600613,37.3980793937,36.5837526112,36.6373909022,114841296,0.0,1.0 711 | AAPL,2019-01-16 00:00:00+00:00,154.94,155.88,153.0,153.08,30569706,37.7759855353,38.0051673244,37.3029933323,37.3224981654,122278824,0.0,1.0 712 | AAPL,2019-01-17 00:00:00+00:00,155.86,157.66,153.26,154.2,29821160,38.0002911162,38.4391498612,37.3663840399,37.595565829,119284640,0.0,1.0 713 | AAPL,2019-01-18 00:00:00+00:00,156.82,157.88,155.98,157.5,33751023,38.2343491135,38.4927881523,38.0295483658,38.400140195,135004092,0.0,1.0 714 | AAPL,2019-01-22 00:00:00+00:00,153.3,156.73,152.62,156.41,30393970,37.3761364565,38.2124061763,37.210345375,38.1343868438,121575880,0.0,1.0 715 | AAPL,2019-01-23 00:00:00+00:00,153.92,155.14,151.7,154.15,23130570,37.5272989131,37.8247476181,36.9860397942,37.5833753083,92522280,0.0,1.0 716 | AAPL,2019-01-24 00:00:00+00:00,152.7,154.48,151.74,154.11,25441549,37.2298502081,37.6638327449,36.9957922107,37.5736228918,101766196,0.0,1.0 717 | AAPL,2019-01-25 00:00:00+00:00,157.76,158.13,154.32,155.48,33547893,38.4635309026,38.5537407558,37.6248230787,37.9076431589,134191572,0.0,1.0 718 | AAPL,2019-01-28 00:00:00+00:00,156.3,156.33,153.66,155.79,26192058,38.1075676983,38.1148820107,37.4639082055,37.9832243872,104768232,0.0,1.0 719 | AAPL,2019-01-29 00:00:00+00:00,154.68,158.13,154.11,156.25,41587239,37.7125948277,38.5537407558,37.5736228918,38.0953771776,166348956,0.0,1.0 720 | AAPL,2019-01-30 00:00:00+00:00,165.25,166.15,160.23,163.25,61109780,40.289670903,40.5091002756,39.0657426251,39.8020500751,244439120,0.0,1.0 721 | AAPL,2019-01-31 00:00:00+00:00,166.44,169.0,164.56,166.11,40739649,40.5798052956,41.2039599553,40.1214417174,40.499347859,162958596,0.0,1.0 722 | AAPL,2019-02-01 00:00:00+00:00,166.52,168.98,165.93,166.96,32668138,40.5993101287,41.199083747,40.4554619845,40.7065867108,130672552,0.0,1.0 723 | AAPL,2019-02-04 00:00:00+00:00,171.25,171.66,167.28,167.41,31495582,41.7525333866,41.8524956563,40.7846060433,40.8163013971,125982328,0.0,1.0 724 | AAPL,2019-02-05 00:00:00+00:00,174.18,175.08,172.35,172.86,36101628,42.4668978995,42.686327272,42.020724842,42.1450681531,144406512,0.0,1.0 725 | AAPL,2019-02-06 00:00:00+00:00,174.24,175.57,172.85,174.65,28239591,42.4815265243,42.8057943748,42.1426300489,42.581488794,112958364,0.0,1.0 726 | AAPL,2019-02-07 00:00:00+00:00,170.94,173.94,170.34,172.4,31741690,41.6769521583,42.4083834001,41.53066591,42.0329153627,126966760,0.0,1.0 727 | AAPL,2019-02-08 00:00:00+00:00,170.41,170.66,168.42,168.99,23819966,41.7257142411,41.7869279525,41.2384530983,41.3780203603,95279864,0.73,1.0 728 | AAPL,2019-02-11 00:00:00+00:00,169.43,171.21,169.25,171.05,20993425,41.4857564924,41.9215981176,41.4416826202,41.8824213423,83973700,0.0,1.0 729 | AAPL,2019-02-12 00:00:00+00:00,170.89,171.0,169.7,170.1,22283523,41.843244567,41.8701786,41.5518673007,41.649809239,89134092,0.0,1.0 730 | AAPL,2019-02-13 00:00:00+00:00,170.18,172.48,169.92,171.39,22490233,41.6693976266,42.2325637715,41.6057353668,41.9656719898,89960932,0.0,1.0 731 | AAPL,2019-02-14 00:00:00+00:00,170.8,171.26,169.38,169.71,21835747,41.8212076309,41.9338408599,41.4735137501,41.5543158492,87342988,0.0,1.0 732 | AAPL,2019-02-15 00:00:00+00:00,170.42,171.7,169.75,171.25,24626814,41.7281627896,42.0415769919,41.564110043,41.9313923114,98507256,0.0,1.0 733 | AAPL,2019-02-19 00:00:00+00:00,170.93,171.44,169.49,169.71,18972826,41.8530387608,41.9779147321,41.5004477831,41.5543158492,75891304,0.0,1.0 734 | AAPL,2019-02-20 00:00:00+00:00,172.03,173.32,170.99,171.19,26114362,42.122379091,42.4382418418,41.8677300516,41.9167010207,104457448,0.0,1.0 735 | AAPL,2019-02-21 00:00:00+00:00,171.06,172.37,170.3,171.8,17249670,41.8848698908,42.2056297385,41.6987802081,42.0660624765,68998680,0.0,1.0 736 | AAPL,2019-02-22 00:00:00+00:00,172.97,173.0,171.38,171.58,18913154,42.3525426459,42.3598882912,41.9632234413,42.0121944105,75652616,0.0,1.0 737 | AAPL,2019-02-25 00:00:00+00:00,174.23,175.87,173.95,174.16,21873358,42.6610597513,43.0626216982,42.5925003946,42.6439199122,87493432,0.0,1.0 738 | AAPL,2019-02-26 00:00:00+00:00,174.33,175.3,173.17,173.71,17070211,42.6855452359,42.9230544362,42.401513615,42.5337352316,68280844,0.0,1.0 739 | AAPL,2019-02-27 00:00:00+00:00,174.87,175.0,172.73,173.21,27835389,42.8177668525,42.8495979825,42.2937774829,42.4113078088,111341556,0.0,1.0 740 | AAPL,2019-02-28 00:00:00+00:00,173.15,174.91,172.92,174.32,28215416,42.3966165181,42.8275610464,42.3402999036,42.6830966875,112861664,0.0,1.0 741 | AAPL,2019-03-01 00:00:00+00:00,174.97,175.15,172.89,174.28,25886167,42.8422523371,42.8863262093,42.3329542582,42.6733024936,103544668,0.0,1.0 742 | AAPL,2019-03-04 00:00:00+00:00,175.85,177.75,173.97,175.69,27436203,43.0577246012,43.5229488079,42.5973974915,43.0185478259,109744812,0.0,1.0 743 | AAPL,2019-03-05 00:00:00+00:00,175.53,176.0,174.54,175.94,19737419,42.9793710506,43.0944528281,42.7369647535,43.0797615373,78949676,0.0,1.0 744 | AAPL,2019-03-06 00:00:00+00:00,174.52,175.49,173.94,174.67,20810384,42.7320676566,42.9695768568,42.5900518461,42.7687958834,83241536,0.0,1.0 745 | AAPL,2019-03-07 00:00:00+00:00,172.5,174.44,172.02,173.87,24796374,42.2374608684,42.7124792689,42.1199305425,42.5729120069,99185496,0.0,1.0 746 | AAPL,2019-03-08 00:00:00+00:00,172.91,173.07,169.5,170.32,23999358,42.3378513551,42.3770281304,41.5028963316,41.703677305,95997432,0.0,1.0 747 | AAPL,2019-03-11 00:00:00+00:00,178.9,179.12,175.35,175.49,32011034,43.8045318804,43.8583999464,42.9352971784,42.9695768568,128044136,0.0,1.0 748 | AAPL,2019-03-12 00:00:00+00:00,180.91,182.67,179.37,180.0,32467584,44.2966901201,44.7276346483,43.9196136578,44.0738722105,129870336,0.0,1.0 749 | AAPL,2019-03-13 00:00:00+00:00,181.71,183.3,180.92,182.25,31032524,44.4925739965,44.8818932011,44.2991386685,44.6247956132,124130096,0.0,1.0 750 | AAPL,2019-03-14 00:00:00+00:00,183.73,184.1,182.56,183.9,23579508,44.9871807847,45.0777770776,44.7007006153,45.0288061084,94318032,0.0,1.0 751 | AAPL,2019-03-15 00:00:00+00:00,186.12,187.33,183.74,184.85,39042912,45.5723838657,45.8686582289,44.9896293331,45.2614182118,156171648,0.0,1.0 752 | AAPL,2019-03-18 00:00:00+00:00,188.02,188.39,185.79,185.8,26219832,46.0376080724,46.1282043652,45.4915817666,45.4940303151,104879328,0.0,1.0 753 | AAPL,2019-03-19 00:00:00+00:00,186.53,188.99,185.92,188.35,31646369,45.6727743524,46.2751172726,45.5234128966,46.1184101714,126585476,0.0,1.0 754 | AAPL,2019-03-20 00:00:00+00:00,188.16,189.49,184.73,186.23,31035231,46.0718877508,46.3975446954,45.2320356303,45.5993178987,124140924,0.0,1.0 755 | AAPL,2019-03-21 00:00:00+00:00,195.09,196.33,189.81,190.02,51034237,47.7687318309,48.0723518394,46.475898246,46.5273177636,204136948,0.0,1.0 756 | AAPL,2019-03-22 00:00:00+00:00,191.05,197.69,190.78,195.34,42407666,46.7795182546,48.4053544295,46.7134074463,47.8299455423,169630664,0.0,1.0 757 | AAPL,2019-03-25 00:00:00+00:00,188.74,191.98,186.6,191.51,43845293,46.2139035612,47.007233261,45.6899141916,46.8921514836,175381172,0.0,1.0 758 | AAPL,2019-03-26 00:00:00+00:00,186.79,192.88,184.58,191.66,49800538,45.7364366123,47.2276026221,45.1953074035,46.9288797104,199202152,0.0,1.0 759 | AAPL,2019-03-27 00:00:00+00:00,188.47,189.76,186.55,188.75,29848427,46.1477927529,46.4636555037,45.6776714493,46.2163521097,119393708,0.0,1.0 760 | AAPL,2019-03-28 00:00:00+00:00,188.72,189.56,187.53,188.95,20780363,46.2090064643,46.4146845346,45.917629198,46.2653230788,83121452,0.0,1.0 761 | AAPL,2019-03-29 00:00:00+00:00,189.95,190.08,188.54,189.83,23563961,46.5101779244,46.5420090543,46.1649325921,46.4807953429,94255844,0.0,1.0 762 | AAPL,2019-04-01 00:00:00+00:00,191.24,191.68,188.38,191.64,27861964,46.8260406752,46.9337768073,46.1257558168,46.9239826135,111447856,0.0,1.0 763 | AAPL,2019-04-02 00:00:00+00:00,194.02,194.46,191.05,191.09,22765732,47.5067371461,47.6144732781,46.7795182546,46.7893124484,91062928,0.0,1.0 764 | AAPL,2019-04-03 00:00:00+00:00,195.35,196.5,193.15,193.25,23271830,47.8323940907,48.1139771632,47.2937134304,47.3181989149,93087320,0.0,1.0 765 | AAPL,2019-04-04 00:00:00+00:00,195.69,196.37,193.14,194.79,19114275,47.9156447382,48.0821460332,47.2912648819,47.6952753772,76457100,0.0,1.0 766 | AAPL,2019-04-05 00:00:00+00:00,197.0,197.1,195.93,196.45,18526644,48.236404586,48.2608900705,47.9744099012,48.1017344209,74106576,0.0,1.0 767 | AAPL,2019-04-08 00:00:00+00:00,200.1,200.23,196.34,196.42,25881697,48.9954546074,49.0272857373,48.0748003879,48.0943887755,103526788,0.0,1.0 768 | AAPL,2019-04-09 00:00:00+00:00,199.5,202.85,199.23,200.32,35768237,48.8485417,49.6688054328,48.7824308917,49.0493226734,143072948,0.0,1.0 769 | AAPL,2019-04-10 00:00:00+00:00,200.62,200.74,198.18,198.68,21695288,49.1227791271,49.1521617086,48.5253333038,48.6477607266,86781152,0.0,1.0 770 | AAPL,2019-04-11 00:00:00+00:00,198.95,201.0,198.44,200.85,20900808,48.7138715349,49.2158239684,48.5889955637,49.1790957416,83603232,0.0,1.0 771 | AAPL,2019-04-12 00:00:00+00:00,198.87,200.14,196.21,199.2,27760668,48.6942831473,49.0052488012,48.0429692579,48.7750852463,111042672,0.0,1.0 772 | AAPL,2019-04-15 00:00:00+00:00,199.23,199.85,198.01,198.58,17536646,48.7824308917,48.934240896,48.4837079801,48.6232752421,70146584,0.0,1.0 773 | AAPL,2019-04-16 00:00:00+00:00,199.25,201.37,198.56,199.46,25696385,48.7873279886,49.3064202613,48.6183781451,48.8387475062,102785540,0.0,1.0 774 | AAPL,2019-04-17 00:00:00+00:00,203.13,203.38,198.61,199.54,28906780,49.7373647896,49.798578501,48.6306208874,48.8583358938,115627120,0.0,1.0 775 | AAPL,2019-04-18 00:00:00+00:00,203.86,204.15,202.52,203.12,24195766,49.9161088269,49.9871167321,49.5880033338,49.7349162411,96783064,0.0,1.0 776 | AAPL,2019-04-22 00:00:00+00:00,204.53,204.94,202.34,202.83,19439545,50.0801615735,50.1805520602,49.5439294616,49.6639083359,77758180,0.0,1.0 777 | AAPL,2019-04-23 00:00:00+00:00,207.48,207.75,203.9,204.43,23322991,50.802483368,50.8685941763,49.9259030207,50.0556760889,93291964,0.0,1.0 778 | AAPL,2019-04-24 00:00:00+00:00,207.16,208.48,207.05,207.36,17540609,50.7241298174,51.0473382136,50.6971957844,50.7731007865,70162436,0.0,1.0 779 | AAPL,2019-04-25 00:00:00+00:00,205.28,207.76,205.12,206.83,18543206,50.2638027077,50.8710427248,50.2246259324,50.6433277184,74172824,0.0,1.0 780 | AAPL,2019-04-26 00:00:00+00:00,204.3,205.0,202.12,204.9,18649102,50.023844959,50.1952433509,49.4900613955,50.1707578663,74596408,0.0,1.0 781 | AAPL,2019-04-29 00:00:00+00:00,204.61,205.97,203.86,204.4,22204716,50.0997499611,50.4327525511,49.9161088269,50.0483304435,88818864,0.0,1.0 782 | AAPL,2019-04-30 00:00:00+00:00,200.67,203.4,199.11,203.06,46534923,49.1350218694,49.8034755979,48.7530483102,49.7202249504,186139692,0.0,1.0 783 | AAPL,2019-05-01 00:00:00+00:00,210.52,215.31,209.23,209.88,64827328,51.5468420987,52.7196968092,51.2309793478,51.3901349975,259309312,0.0,1.0 784 | AAPL,2019-05-02 00:00:00+00:00,209.15,212.65,208.13,209.84,31996324,51.2113909602,52.0683829198,50.9616390177,51.3803408037,127985296,0.0,1.0 785 | AAPL,2019-05-03 00:00:00+00:00,211.75,211.84,210.23,210.89,20892378,51.8480135588,51.8700504949,51.4758341935,51.6374383916,83569512,0.0,1.0 786 | AAPL,2019-05-06 00:00:00+00:00,208.48,208.84,203.5,204.29,32443113,51.0473382136,51.1354859581,49.8279610825,50.0213964105,129772452,0.0,1.0 787 | AAPL,2019-05-07 00:00:00+00:00,202.86,207.42,200.83,205.88,38763698,49.6712539813,50.7877920773,49.1741986447,50.410715615,155054792,0.0,1.0 788 | AAPL,2019-05-08 00:00:00+00:00,202.9,205.34,201.75,201.9,26339504,49.6810481751,50.2784939984,49.3994651026,49.4361933295,105358016,0.0,1.0 789 | AAPL,2019-05-09 00:00:00+00:00,200.72,201.68,196.66,200.4,34908607,49.1472646117,49.3823252635,48.1531539385,49.0689110611,139634428,0.0,1.0 790 | AAPL,2019-05-10 00:00:00+00:00,197.18,198.85,192.77,197.42,41208712,48.4690166893,48.8795210907,47.3849900964,48.5280113338,164834848,0.77,1.0 791 | AAPL,2019-05-13 00:00:00+00:00,185.72,189.48,182.85,187.71,57430623,45.6520224137,46.5762718445,44.9465447897,46.1411863412,229722492,0.0,1.0 792 | AAPL,2019-05-14 00:00:00+00:00,188.66,189.7,185.41,186.41,36529677,46.374706809,46.6303502686,45.5758209979,45.8216320167,146118708,0.0,1.0 793 | AAPL,2019-05-15 00:00:00+00:00,190.92,191.75,186.02,186.27,26544718,46.9302397116,47.1342628572,45.7257657194,45.7872184741,106178872,0.0,1.0 794 | AAPL,2019-05-16 00:00:00+00:00,190.08,192.47,188.84,189.91,33031364,46.7237584558,47.3112467907,46.4189527924,46.6819705826,132125456,0.0,1.0 795 | AAPL,2019-05-17 00:00:00+00:00,189.0,190.9,186.76,186.93,32879090,46.4582825554,46.9253234912,45.9076658733,45.9494537465,131516360,0.0,1.0 796 | AAPL,2019-05-20 00:00:00+00:00,183.09,184.35,180.28,183.52,38612290,45.0055394343,45.315261318,44.3148104714,45.1112381723,154449160,0.0,1.0 797 | AAPL,2019-05-21 00:00:00+00:00,186.6,188.0,184.7,185.22,28364848,45.8683361103,46.2124715366,45.4012951745,45.5291169043,113459392,0.0,1.0 798 | AAPL,2019-05-22 00:00:00+00:00,182.78,185.71,182.55,184.66,29748556,44.9293380184,45.6495643035,44.8728014841,45.3914627338,118994224,0.0,1.0 799 | AAPL,2019-05-23 00:00:00+00:00,179.66,180.54,177.81,179.8,36529736,44.1624076397,44.3787213363,43.7076572549,44.1968211824,146118944,0.0,1.0 800 | AAPL,2019-05-24 00:00:00+00:00,178.97,182.14,178.62,180.2,23714686,43.9927980368,44.7720189664,43.9067641802,44.2951455899,94858744,0.0,1.0 801 | AAPL,2019-05-28 00:00:00+00:00,178.23,180.59,177.91,178.92,27948160,43.8108978828,44.3910118872,43.7322383568,43.9805074858,111792640,0.0,1.0 802 | AAPL,2019-05-29 00:00:00+00:00,177.38,179.35,176.0,176.42,28481165,43.6019585168,44.0862062239,43.2627393109,43.3659799388,113924660,0.0,1.0 803 | AAPL,2019-05-30 00:00:00+00:00,178.3,179.23,176.67,177.95,21218412,43.8281046541,44.0567089016,43.4274326935,43.7420707976,84873648,0.0,1.0 804 | AAPL,2019-05-31 00:00:00+00:00,175.07,177.99,174.99,176.23,27043584,43.0341350634,43.7519032383,43.0144701819,43.3192758452,108174336,0.0,1.0 805 | AAPL,2019-06-03 00:00:00+00:00,173.3,177.92,170.27,175.6,40396069,42.5990495601,43.734696467,41.8542421731,43.1644149034,161584276,0.0,1.0 806 | AAPL,2019-06-04 00:00:00+00:00,179.64,179.83,174.52,175.44,30967961,44.1574914194,44.2041955129,42.898939003,43.1250851403,123871844,0.0,1.0 807 | AAPL,2019-06-05 00:00:00+00:00,182.54,184.99,181.14,184.28,29773427,44.8703433739,45.47258037,44.5262079476,45.2980545466,119093708,0.0,1.0 808 | AAPL,2019-06-06 00:00:00+00:00,185.22,185.47,182.15,183.08,22526311,45.5291169043,45.590569659,44.7744770766,45.0030813241,90105244,0.0,1.0 809 | AAPL,2019-06-07 00:00:00+00:00,190.15,191.92,185.77,186.51,30684393,46.7409652271,47.1760507304,45.6643129647,45.8462131186,122737572,0.0,1.0 810 | AAPL,2019-06-10 00:00:00+00:00,192.58,195.37,191.62,191.81,26220851,47.3382860028,48.0240987453,47.1023074247,47.1490115183,104883404,0.0,1.0 811 | AAPL,2019-06-11 00:00:00+00:00,194.81,196.0,193.6,194.86,26932882,47.8864445747,48.1789596871,47.589013242,47.8987351257,107731528,0.0,1.0 812 | AAPL,2019-06-12 00:00:00+00:00,194.19,195.97,193.39,193.95,18253189,47.7340417431,48.1715853566,47.537392928,47.6750470986,73012756,0.0,1.0 813 | AAPL,2019-06-13 00:00:00+00:00,194.15,196.79,193.6,194.7,21674625,47.7242093023,48.373150392,47.589013242,47.8594053627,86698500,0.0,1.0 814 | AAPL,2019-06-14 00:00:00+00:00,192.74,193.59,190.3,191.55,18761474,47.3776157658,47.5865551318,46.7778368799,47.0851006534,75045896,0.0,1.0 815 | AAPL,2019-06-17 00:00:00+00:00,193.89,194.96,192.17,192.9,14669144,47.6602984374,47.9233162276,47.2375034851,47.4169455288,58676576,0.0,1.0 816 | AAPL,2019-06-18 00:00:00+00:00,198.45,200.29,195.21,196.05,26551004,48.7811966832,49.2334889578,47.9847689823,48.1912502381,106204016,0.0,1.0 817 | AAPL,2019-06-19 00:00:00+00:00,197.87,199.88,197.31,199.68,21124235,48.6386262923,49.1327064401,48.5009721218,49.0835442363,84496940,0.0,1.0 818 | AAPL,2019-06-20 00:00:00+00:00,199.46,200.61,198.03,200.37,21513988,49.0294658122,49.3121484838,48.6779560553,49.2531538393,86055952,0.0,1.0 819 | AAPL,2019-06-21 00:00:00+00:00,198.78,200.85,198.15,198.8,47800589,48.8623143194,49.3711431284,48.7074533776,48.8672305398,191202356,0.0,1.0 820 | AAPL,2019-06-24 00:00:00+00:00,198.58,200.16,198.17,198.54,18220421,48.8131521157,49.2015335254,48.7123695979,48.8033196749,72881684,0.0,1.0 821 | AAPL,2019-06-25 00:00:00+00:00,195.57,199.26,195.29,198.43,21070334,48.073260949,48.9803036084,48.0044338638,48.7762804628,84281336,0.0,1.0 822 | AAPL,2019-06-26 00:00:00+00:00,199.8,200.99,197.35,197.77,26067512,49.1130415586,49.405556671,48.5108045625,48.6140451904,104270048,0.0,1.0 823 | AAPL,2019-06-27 00:00:00+00:00,199.74,201.57,199.57,200.29,20899717,49.0982928975,49.5481270619,49.0565050243,49.2334889578,83598868,0.0,1.0 824 | AAPL,2019-06-28 00:00:00+00:00,197.92,199.5,197.05,198.68,31110642,48.6509168432,49.039298253,48.4370612569,48.8377332175,124442568,0.0,1.0 825 | AAPL,2019-07-01 00:00:00+00:00,201.55,204.49,200.65,203.17,27316739,49.5432108415,50.2658952368,49.3219809246,49.941424692,109266956,0.0,1.0 826 | AAPL,2019-07-02 00:00:00+00:00,202.73,203.13,201.36,201.41,16935217,49.8332678437,49.9315922512,49.4965067479,49.5087972989,67740868,0.0,1.0 827 | AAPL,2019-07-03 00:00:00+00:00,204.41,204.44,202.69,203.28,11362045,50.2462303553,50.2536046859,49.823435403,49.9684639041,45448180,0.0,1.0 828 | AAPL,2019-07-05 00:00:00+00:00,204.23,205.08,202.9,203.35,17265518,50.2019843719,50.4109237379,49.8750557169,49.9856706754,69062072,0.0,1.0 829 | AAPL,2019-07-08 00:00:00+00:00,200.02,201.4,198.41,200.81,25338628,49.1671199827,49.5063391887,48.7713642425,49.3613106876,101354512,0.0,1.0 830 | AAPL,2019-07-09 00:00:00+00:00,201.24,201.51,198.81,199.2,20578015,49.4670094257,49.5333784008,48.86968865,48.9655549473,82312060,0.0,1.0 831 | AAPL,2019-07-10 00:00:00+00:00,203.23,203.73,201.56,201.85,17897138,49.9561733531,50.0790788625,49.5456689517,49.6169541472,71588552,0.0,1.0 832 | AAPL,2019-07-11 00:00:00+00:00,201.75,204.39,201.71,203.31,20191842,49.5923730453,50.2413141349,49.5825406045,49.9758382346,80767368,0.0,1.0 833 | AAPL,2019-07-12 00:00:00+00:00,203.3,204.0,202.2,202.45,17595212,49.9733801244,50.1454478376,49.7029880038,49.7644407585,70380848,0.0,1.0 834 | AAPL,2019-07-15 00:00:00+00:00,205.21,205.87,204.0,204.09,16947420,50.4428791704,50.6051144428,50.1454478376,50.1675708293,67789680,0.0,1.0 835 | AAPL,2019-07-16 00:00:00+00:00,204.5,206.11,203.5,204.59,16866816,50.268353347,50.6641090873,50.0225423282,50.2904763387,67467264,0.0,1.0 836 | AAPL,2019-07-17 00:00:00+00:00,203.35,205.09,203.27,204.05,14107450,49.9856706754,50.4133818481,49.9660057939,50.1577383886,56429800,0.0,1.0 837 | AAPL,2019-07-18 00:00:00+00:00,205.66,205.88,203.7,204.0,18582161,50.5534941288,50.607572553,50.071704532,50.1454478376,74328644,0.0,1.0 838 | AAPL,2019-07-19 00:00:00+00:00,202.59,206.5,202.36,205.79,20929307,49.7988543011,50.7599753846,49.7423177668,50.5854495613,83717228,0.0,1.0 839 | AAPL,2019-07-22 00:00:00+00:00,207.22,207.23,203.61,203.65,22277932,50.9369593182,50.9394174284,50.0495815403,50.059413981,89111728,0.0,1.0 840 | AAPL,2019-07-23 00:00:00+00:00,208.84,208.91,207.29,208.46,18355210,51.3351731687,51.35237994,50.9541660895,51.2417649815,73420840,0.0,1.0 841 | AAPL,2019-07-24 00:00:00+00:00,208.67,209.15,207.17,207.67,14991567,51.2933852955,51.4113745845,50.9246687672,51.0475742767,59966268,0.0,1.0 842 | AAPL,2019-07-25 00:00:00+00:00,207.02,209.24,206.73,208.89,13909535,50.8877971144,51.4334975762,50.816511919,51.3474637196,55638140,0.0,1.0 843 | AAPL,2019-07-26 00:00:00+00:00,207.74,209.73,207.14,207.48,17618874,51.064781048,51.5539449754,50.9172944367,51.0008701831,70475496,0.0,1.0 844 | AAPL,2019-07-29 00:00:00+00:00,209.68,210.64,208.44,208.46,21673389,51.5416544245,51.7776330025,51.2368487611,51.2417649815,86693556,0.0,1.0 845 | AAPL,2019-07-30 00:00:00+00:00,208.78,210.16,207.31,208.76,33935718,51.3204245075,51.6596437135,50.9590823099,51.3155082872,135742872,0.0,1.0 846 | AAPL,2019-07-31 00:00:00+00:00,213.04,221.37,211.3,216.42,69281361,52.3675794477,54.4151852344,51.9398682749,53.1984206913,277125444,0.0,1.0 847 | AAPL,2019-08-01 00:00:00+00:00,208.43,218.03,206.74,213.9,54017922,51.2343906509,53.5941764315,50.8189700292,52.5789769238,216071688,0.0,1.0 848 | AAPL,2019-08-02 00:00:00+00:00,204.02,206.43,201.63,205.53,40862122,50.150364058,50.7427686133,49.562875723,50.5215386964,163448488,0.0,1.0 849 | AAPL,2019-08-05 00:00:00+00:00,193.34,198.65,192.58,197.99,52392969,47.5251023771,48.830358887,47.3382860028,48.6681236146,209571876,0.0,1.0 850 | AAPL,2019-08-06 00:00:00+00:00,197.0,198.07,194.04,196.31,35824787,48.4247707059,48.6877884961,47.6971700902,48.2551611029,143299148,0.0,1.0 851 | AAPL,2019-08-07 00:00:00+00:00,199.04,199.56,193.82,195.41,33364400,48.9262251843,49.0540469141,47.6430916661,48.033931186,133457600,0.0,1.0 852 | AAPL,2019-08-08 00:00:00+00:00,203.43,203.53,199.39,200.2,27009523,50.0053355569,50.0299166588,49.0122590409,49.2113659661,108038092,0.0,1.0 853 | AAPL,2019-08-09 00:00:00+00:00,200.99,202.76,199.29,201.3,24619746,49.5948311555,50.0315834872,49.1753515149,49.6713245017,98478984,0.77,1.0 854 | AAPL,2019-08-12 00:00:00+00:00,200.48,202.05,199.15,199.62,22481889,49.4689872633,49.856389049,49.1408061327,49.2567799157,89927556,0.0,1.0 855 | AAPL,2019-08-13 00:00:00+00:00,208.97,212.14,200.48,201.02,47539786,51.563917939,52.3461240924,49.4689872633,49.6022337374,190159144,0.0,1.0 856 | AAPL,2019-08-14 00:00:00+00:00,202.75,206.44,202.59,203.16,36547443,50.0291159599,50.9396335327,49.9896355231,50.1302845791,146189772,0.0,1.0 857 | AAPL,2019-08-15 00:00:00+00:00,201.74,205.14,199.67,203.46,27883363,49.7798957028,50.618854984,49.2691175522,50.204310398,111533452,0.0,1.0 858 | AAPL,2019-08-16 00:00:00+00:00,206.5,207.16,203.84,204.28,28813624,50.9544386965,51.1172954981,50.2980764353,50.4066476364,115254496,0.0,1.0 859 | AAPL,2019-08-19 00:00:00+00:00,210.35,212.73,210.03,210.62,24431915,51.9044367061,52.4917082029,51.8254758325,51.9710599431,97727660,0.0,1.0 860 | AAPL,2019-08-20 00:00:00+00:00,210.36,213.35,210.32,210.88,26919529,51.9069042334,52.6446948954,51.8970341242,52.0352156528,107678116,0.0,1.0 861 | AAPL,2019-08-21 00:00:00+00:00,212.64,213.65,211.6,212.99,21564747,52.4695004572,52.7187207143,52.2128776183,52.5558639127,86258988,0.0,1.0 862 | AAPL,2019-08-22 00:00:00+00:00,212.46,214.44,210.75,213.19,22267819,52.4250849659,52.9136553708,52.003137798,52.6052144586,89071276,0.0,1.0 863 | AAPL,2019-08-23 00:00:00+00:00,202.64,212.05,201.0,209.43,46882843,50.0019731596,52.3239163467,49.5972986828,51.6774241947,187531372,0.0,1.0 864 | AAPL,2019-08-26 00:00:00+00:00,206.49,207.19,205.06,205.86,26066130,50.9519711692,51.12469808,50.5991147656,50.7965169494,104264520,0.0,1.0 865 | AAPL,2019-08-27 00:00:00+00:00,204.16,208.55,203.53,207.86,25897344,50.3770373088,51.4602817925,50.2215830891,51.290022409,103589376,0.0,1.0 866 | AAPL,2019-08-28 00:00:00+00:00,205.53,205.72,203.32,204.1,15957632,50.7150885486,50.7619715673,50.1697650158,50.362232145,63830528,0.0,1.0 867 | AAPL,2019-08-29 00:00:00+00:00,209.01,209.32,206.66,208.5,21007652,51.5737880482,51.6502813944,50.9939191332,51.447944156,84030608,0.0,1.0 868 | AAPL,2019-08-30 00:00:00+00:00,208.74,210.45,207.2,210.16,21162561,51.5071648112,51.9291119791,51.1271656073,51.8575536874,84650244,0.0,1.0 869 | AAPL,2019-09-03 00:00:00+00:00,205.7,206.98,204.22,206.43,20059574,50.7570365127,51.0728800068,50.3918424726,50.9371660054,80238296,0.0,1.0 870 | AAPL,2019-09-04 00:00:00+00:00,209.19,209.48,207.32,208.39,19216820,51.6182035395,51.6897618312,51.1567759349,51.4208013557,76867280,0.0,1.0 871 | AAPL,2019-09-05 00:00:00+00:00,213.28,213.97,211.51,212.0,23946984,52.6274222043,52.7976815878,52.1906698726,52.3115787102,95787936,0.0,1.0 872 | AAPL,2019-09-06 00:00:00+00:00,213.26,214.42,212.51,214.05,19362294,52.6224871497,52.9087203162,52.4374226024,52.8174218062,77449176,0.0,1.0 873 | AAPL,2019-09-09 00:00:00+00:00,214.17,216.44,211.07,214.84,27309401,52.8470321338,53.4071608303,52.0820986715,53.0123564627,109237604,0.0,1.0 874 | AAPL,2019-09-10 00:00:00+00:00,216.7,216.78,211.71,213.86,31777931,53.4713165401,53.4910567585,52.2400204186,52.7705387875,127111724,0.0,1.0 875 | AAPL,2019-09-11 00:00:00+00:00,223.59,223.71,217.73,218.07,44289646,55.1714428482,55.2010531757,53.7254718517,53.8093677799,177158584,0.0,1.0 876 | AAPL,2019-09-12 00:00:00+00:00,223.09,226.42,222.86,224.8,32226669,55.0480664833,55.8697530734,54.9913133554,55.4700136512,128906676,0.0,1.0 877 | AAPL,2019-09-13 00:00:00+00:00,218.75,220.79,217.02,220.0,39763296,53.9771596361,54.4805352048,53.5502774136,54.2856005483,159053184,0.0,1.0 878 | AAPL,2019-09-16 00:00:00+00:00,219.9,220.13,217.56,217.73,21158141,54.2609252753,54.3176784032,53.6835238877,53.7254718517,84632564,0.0,1.0 879 | AAPL,2019-09-17 00:00:00+00:00,220.7,220.82,219.12,219.96,18386468,54.4583274591,54.4879377867,54.0684581461,54.2757304391,73545872,0.0,1.0 880 | AAPL,2019-09-18 00:00:00+00:00,222.77,222.85,219.44,221.06,25643093,54.9691056098,54.9888458281,54.1474190196,54.5471584419,102572372,0.0,1.0 881 | AAPL,2019-09-19 00:00:00+00:00,220.96,223.76,220.37,222.01,22187876,54.5224831689,55.2133908122,54.3768990583,54.7815735351,88751504,0.0,1.0 882 | AAPL,2019-09-20 00:00:00+00:00,217.73,222.56,217.47,221.38,57977094,53.7254718517,54.9172875365,53.661316142,54.6261193154,231908376,0.0,1.0 883 | AAPL,2019-09-23 00:00:00+00:00,218.72,219.84,217.65,218.95,19419648,53.9697570542,54.2461201115,53.7057316334,54.0265101821,77678592,0.0,1.0 884 | AAPL,2019-09-24 00:00:00+00:00,217.68,222.49,217.19,221.03,31434367,53.7131342153,54.9000148454,53.5922253777,54.53975586,125737468,0.0,1.0 885 | AAPL,2019-09-25 00:00:00+00:00,221.03,221.5,217.14,218.55,22481006,54.53975586,54.655729643,53.5798877412,53.9278090901,89924024,0.0,1.0 886 | AAPL,2019-09-26 00:00:00+00:00,219.89,220.94,218.83,220.0,19088312,54.258457748,54.5175481143,53.9968998545,54.2856005483,76353248,0.0,1.0 887 | AAPL,2019-09-27 00:00:00+00:00,218.82,220.96,217.28,220.54,25361285,53.9944323272,54.5224831689,53.6144331233,54.4188470224,101445140,0.0,1.0 888 | AAPL,2019-09-30 00:00:00+00:00,223.97,224.58,220.79,220.9,26318583,55.2652088855,55.4157280506,54.4805352048,54.5076780051,105274332,0.0,1.0 889 | AAPL,2019-10-01 00:00:00+00:00,224.59,228.22,224.2,225.07,36187163,55.4181955779,56.313907987,55.3219620133,55.5366368882,144748652,0.0,1.0 890 | AAPL,2019-10-02 00:00:00+00:00,218.96,223.58,217.93,223.06,35767257,54.0289777094,55.1689753209,53.7748223977,55.0406639014,143069028,0.0,1.0 891 | AAPL,2019-10-03 00:00:00+00:00,220.82,220.96,215.13,218.43,30352686,54.4879377867,54.5224831689,53.0839147544,53.8981987626,121410744,0.0,1.0 892 | AAPL,2019-10-04 00:00:00+00:00,227.01,227.49,223.89,225.64,34755553,56.015337184,56.1337784942,55.2454686671,55.6772859442,139022212,0.0,1.0 893 | AAPL,2019-10-07 00:00:00+00:00,227.06,229.93,225.84,226.27,30889269,56.0276748204,56.7358551549,55.7266364901,55.8327401639,123557076,0.0,1.0 894 | AAPL,2019-10-08 00:00:00+00:00,224.4,228.06,224.33,225.82,29282700,55.3713125593,56.2744275502,55.3540398682,55.7217014355,117130800,0.0,1.0 895 | AAPL,2019-10-09 00:00:00+00:00,227.03,227.79,225.64,227.03,19029424,56.0202722386,56.2078043132,55.6772859442,56.0202722386,76117696,0.0,1.0 896 | AAPL,2019-10-10 00:00:00+00:00,230.09,230.44,227.3,227.93,28962984,56.7753355916,56.8616990471,56.0868954756,56.2423496953,115851936,0.0,1.0 897 | AAPL,2019-10-11 00:00:00+00:00,236.21,237.64,232.31,232.95,41990210,58.2854622978,58.6383187014,57.3231266517,57.4810483988,167960840,0.0,1.0 898 | AAPL,2019-10-14 00:00:00+00:00,235.87,238.13,234.67,234.9,24413484,58.2015663697,58.7592275389,57.905463094,57.9622162218,97653936,0.0,1.0 899 | AAPL,2019-10-15 00:00:00+00:00,235.32,237.65,234.88,236.39,23040483,58.0658523683,58.6407862287,57.9572811672,58.3298777892,92161932,0.0,1.0 900 | AAPL,2019-10-16 00:00:00+00:00,234.37,235.24,233.2,233.37,19286694,57.831437275,58.0461121499,57.5427365812,57.5846845453,77146776,0.0,1.0 901 | AAPL,2019-10-17 00:00:00+00:00,235.28,236.15,233.52,235.09,17272897,58.0559822591,58.270657134,57.6216974547,58.0090992405,69091588,0.0,1.0 902 | AAPL,2019-10-18 00:00:00+00:00,236.41,237.58,234.29,234.59,24248023,58.3348128438,58.6235135376,57.8116970566,57.8857228756,96992092,0.0,1.0 903 | AAPL,2019-10-21 00:00:00+00:00,240.51,240.99,237.32,237.52,21811567,59.3464990358,59.4649403461,58.5593578278,58.6087083738,87246268,0.0,1.0 904 | AAPL,2019-10-22 00:00:00+00:00,239.96,242.2,239.62,241.16,22684001,59.2107850344,59.7635111491,59.1268891063,59.5068883101,90736004,0.0,1.0 905 | AAPL,2019-10-23 00:00:00+00:00,243.18,243.24,241.22,242.1,19932545,60.0053288243,60.020133988,59.5216934739,59.7388358761,79730180,0.0,1.0 906 | AAPL,2019-10-24 00:00:00+00:00,243.58,244.8,241.81,244.51,17916255,60.1040299162,60.4050682465,59.6672775845,60.3335099548,71665020,0.0,1.0 907 | AAPL,2019-10-25 00:00:00+00:00,246.58,246.73,242.88,243.16,18369296,60.8442881055,60.8813010149,59.9313030053,60.0003937697,73477184,0.0,1.0 908 | AAPL,2019-10-28 00:00:00+00:00,249.05,249.25,246.72,247.42,23655368,61.453767348,61.5031178939,60.8788334876,61.0515603985,94621472,0.0,1.0 909 | AAPL,2019-10-29 00:00:00+00:00,243.29,249.75,242.57,248.97,35709867,60.0324716245,61.6264942588,59.8548096591,61.4340271296,142839468,0.0,1.0 910 | AAPL,2019-10-30 00:00:00+00:00,243.26,245.3,241.21,244.76,31130522,60.0250690426,60.5284446114,59.5192259466,60.3951981373,124522088,0.0,1.0 911 | AAPL,2019-10-31 00:00:00+00:00,248.76,249.17,237.26,247.24,34790520,61.3822090563,61.4833776756,58.5445526641,61.0071449071,139162080,0.0,1.0 912 | AAPL,2019-11-01 00:00:00+00:00,255.82,255.93,249.16,249.54,37781334,63.1242833285,63.1514261288,61.4809101483,61.5746761856,151125336,0.0,1.0 913 | AAPL,2019-11-04 00:00:00+00:00,257.5,257.85,255.38,257.33,25817952,63.5388279145,63.6251913699,63.0157121274,63.4968799504,103271808,0.0,1.0 914 | AAPL,2019-11-05 00:00:00+00:00,257.13,258.19,256.32,257.05,19974427,63.4475294045,63.709087298,63.2476596934,63.4277891861,79897708,0.0,1.0 915 | AAPL,2019-11-06 00:00:00+00:00,257.24,257.49,255.37,256.77,18966124,63.4746722048,63.5363603872,63.0132446001,63.3586984218,75864496,0.0,1.0 916 | AAPL,2019-11-07 00:00:00+00:00,259.43,260.35,258.11,258.74,23735083,64.2050602849,64.4327465797,63.8783799488,64.0342955638,94940332,0.77,1.0 917 | AAPL,2019-11-08 00:00:00+00:00,260.14,260.44,256.85,258.69,17520495,64.380774708,64.4550202389,63.566548719,64.0219213086,70081980,0.0,1.0 918 | AAPL,2019-11-11 00:00:00+00:00,262.2,262.47,258.28,258.3,20507459,64.8905940203,64.9574149981,63.9204524164,63.9254021184,82029836,0.0,1.0 919 | AAPL,2019-11-12 00:00:00+00:00,261.96,262.79,260.92,261.55,21847226,64.8311975956,65.0366102311,64.5738130884,64.7297287033,87388904,0.0,1.0 920 | AAPL,2019-11-13 00:00:00+00:00,264.47,264.78,261.07,261.13,25817593,65.4523852042,65.5291055862,64.6109358539,64.62578496,103270372,0.0,1.0 921 | AAPL,2019-11-14 00:00:00+00:00,262.64,264.88,262.1,263.75,22395556,64.9994874657,65.5538540965,64.86584551,65.27419593,89582224,0.0,1.0 922 | AAPL,2019-11-15 00:00:00+00:00,265.76,265.78,263.01,263.68,25093666,65.7716409872,65.7765906892,65.0910569538,65.2568719728,100374664,0.0,1.0 923 | AAPL,2019-11-18 00:00:00+00:00,267.1,267.43,264.23,265.8,21700897,66.1032710253,66.1849411093,65.3929887795,65.7815403913,86803588,0.0,1.0 924 | AAPL,2019-11-19 00:00:00+00:00,266.29,268.0,265.39,267.9,19069597,65.9028080918,66.326007618,65.6800714991,66.3012591077,76278388,0.0,1.0 925 | AAPL,2019-11-20 00:00:00+00:00,263.19,266.08,260.4,265.54,26609919,65.1356042723,65.8508362202,64.4451208348,65.7171942645,106439676,0.0,1.0 926 | AAPL,2019-11-21 00:00:00+00:00,262.01,264.01,261.18,263.69,30348778,64.8435718507,65.3385420568,64.6381592152,65.2593468239,121395112,0.0,1.0 927 | AAPL,2019-11-22 00:00:00+00:00,261.78,263.18,260.84,262.59,16331263,64.786650277,65.1331294213,64.5540142802,64.9871132105,65325052,0.0,1.0 928 | AAPL,2019-11-25 00:00:00+00:00,266.37,266.44,262.52,262.71,21029517,65.9226069,65.9399308573,64.9697892533,65.0168114229,84118068,0.0,1.0 929 | AAPL,2019-11-26 00:00:00+00:00,264.29,267.16,262.5,266.94,26334882,65.4078378857,66.1181201315,64.9648395512,66.0636734088,105339528,0.0,1.0 930 | AAPL,2019-11-27 00:00:00+00:00,267.84,267.98,265.31,265.58,16386122,66.2864100015,66.321057916,65.6602726908,65.7270936686,65544488,0.0,1.0 931 | AAPL,2019-11-29 00:00:00+00:00,267.25,268.0,265.9,266.6,11654363,66.1403937907,66.326007618,65.8062889016,65.9795284737,46617452,0.0,1.0 932 | AAPL,2019-12-02 00:00:00+00:00,264.16,268.25,263.45,267.27,23693550,65.3756648223,66.3878788938,65.1999503991,66.1453434928,94774200,0.0,1.0 933 | AAPL,2019-12-03 00:00:00+00:00,259.45,259.53,256.29,258.31,29377268,64.2100099869,64.2298087952,63.4279570613,63.9278769694,117509072,0.0,1.0 934 | AAPL,2019-12-04 00:00:00+00:00,261.74,263.31,260.68,261.07,16810388,64.7767508729,65.1653024847,64.5144166637,64.6109358539,67241552,0.0,1.0 935 | AAPL,2019-12-05 00:00:00+00:00,265.58,265.89,262.73,263.79,18661343,65.7270936686,65.8038140506,65.0217611249,65.2840953342,74645372,0.0,1.0 936 | AAPL,2019-12-06 00:00:00+00:00,270.71,271.0,267.3,267.48,26547493,66.9966922473,67.0684629272,66.1527680459,66.1973153644,106189972,0.0,1.0 937 | AAPL,2019-12-09 00:00:00+00:00,266.92,270.8,264.91,270.0,32182645,66.0587237067,67.0189659066,65.5612786496,66.8209778241,128730580,0.0,1.0 938 | AAPL,2019-12-10 00:00:00+00:00,268.48,270.07,265.86,268.6,22632383,66.4448004675,66.8383017813,65.7963894975,66.4744986799,90529532,0.0,1.0 939 | AAPL,2019-12-11 00:00:00+00:00,270.77,271.1,268.5,268.81,19723391,67.0115413535,67.0932114375,66.4497501695,66.5264705515,78893564,0.0,1.0 940 | AAPL,2019-12-12 00:00:00+00:00,271.46,272.56,267.32,267.78,34437042,67.1823060746,67.4545396879,66.1577177479,66.2715608953,137748168,0.0,1.0 941 | AAPL,2019-12-13 00:00:00+00:00,275.15,275.3,270.93,271.46,33432806,68.0955261048,68.1326488703,67.05113897,67.1823060746,133731224,0.0,1.0 942 | AAPL,2019-12-16 00:00:00+00:00,279.86,280.79,276.98,277.0,32081105,69.2611809402,69.4913420861,68.5484238434,68.5533735455,128324420,0.0,1.0 943 | AAPL,2019-12-17 00:00:00+00:00,280.41,281.77,278.8,279.57,28575798,69.3972977469,69.733877487,68.998846731,69.1894102603,114303192,0.0,1.0 944 | AAPL,2019-12-18 00:00:00+00:00,279.74,281.9,279.12,279.8,29024687,69.2314827279,69.7660505504,69.078041964,69.246331834,116098748,0.0,1.0 945 | AAPL,2019-12-19 00:00:00+00:00,280.02,281.18,278.95,279.5,24626947,69.3007785567,69.5878612762,69.0359694964,69.1720863031,98507788,0.0,1.0 946 | AAPL,2019-12-20 00:00:00+00:00,279.44,282.65,278.56,282.23,69032743,69.1572371969,69.9516643777,68.9394503063,69.8477206345,276130972,0.0,1.0 947 | AAPL,2019-12-23 00:00:00+00:00,284.0,284.25,280.37,280.53,24677883,70.2857692669,70.3476405426,69.3873983428,69.4269959593,98711532,0.0,1.0 948 | AAPL,2019-12-24 00:00:00+00:00,284.27,284.89,282.92,284.69,12119714,70.3525902447,70.5060310086,70.0184853556,70.456533988,48478856,0.0,1.0 949 | AAPL,2019-12-26 00:00:00+00:00,289.91,289.98,284.7,284.82,23334004,71.7484062259,71.7657301831,70.459008839,70.4887070514,93336016,0.0,1.0 950 | AAPL,2019-12-27 00:00:00+00:00,289.8,293.97,288.12,291.12,36592936,71.7211828646,72.7531957443,71.3054078914,72.0478632006,146371744,0.0,1.0 951 | AAPL,2019-12-30 00:00:00+00:00,291.52,292.69,285.22,289.46,36059614,72.1468572418,72.4364148124,70.5877010926,71.6370379295,144238456,0.0,1.0 952 | AAPL,2019-12-31 00:00:00+00:00,293.65,293.68,289.52,289.93,25247625,72.6740005113,72.6814250644,71.6518870357,71.753355928,100990500,0.0,1.0 953 | AAPL,2020-01-02 00:00:00+00:00,300.35,300.6,295.19,296.24,33911864,74.3321507018,74.3940219775,73.05512757,73.3149869282,135647456,0.0,1.0 954 | AAPL,2020-01-03 00:00:00+00:00,297.43,300.58,296.5,297.15,36633878,73.6094942008,74.3890722755,73.379333055,73.540198372,146535512,0.0,1.0 955 | AAPL,2020-01-06 00:00:00+00:00,299.8,299.96,292.75,293.79,29644644,74.1960338951,74.2356315116,72.4512639186,72.7086484257,118578576,0.0,1.0 956 | AAPL,2020-01-07 00:00:00+00:00,298.39,300.9,297.48,299.84,27877655,73.8470798998,74.4682675084,73.621868456,74.2059332992,111510620,0.0,1.0 957 | AAPL,2020-01-08 00:00:00+00:00,303.19,304.44,297.16,297.16,33090946,75.0350083944,75.3443647732,73.542673223,73.542673223,132363784,0.0,1.0 958 | AAPL,2020-01-09 00:00:00+00:00,309.63,310.43,306.2,307.24,42621542,76.6288124581,76.8268005405,75.7799385546,76.0373230618,170486168,0.0,1.0 959 | AAPL,2020-01-10 00:00:00+00:00,310.33,312.67,308.25,310.6,35217272,76.8020520302,77.3811671714,76.2872830159,76.868873008,140869088,0.0,1.0 960 | AAPL,2020-01-13 00:00:00+00:00,316.96,317.07,311.15,311.64,30028742,78.4428782635,78.4701016248,77.0049898147,77.1262575152,120114968,0.0,1.0 961 | AAPL,2020-01-14 00:00:00+00:00,312.68,317.57,312.17,316.7,40653457,77.3836420224,78.5938441763,77.2574246198,78.3785321367,162613828,0.0,1.0 962 | AAPL,2020-01-15 00:00:00+00:00,311.34,315.5,309.55,311.85,30480882,77.0520119843,78.081550013,76.6090136498,77.1782293869,121923528,0.0,1.0 963 | AAPL,2020-01-16 00:00:00+00:00,315.24,315.7,312.09,313.59,27207254,78.0172038862,78.1310470336,77.2376258116,77.6088534662,108829016,0.0,1.0 964 | AAPL,2020-01-17 00:00:00+00:00,318.73,318.74,315.0,316.27,34454117,78.8809268959,78.8834017469,77.9578074615,78.2721135424,137816468,0.0,1.0 965 | AAPL,2020-01-21 00:00:00+00:00,316.57,319.02,316.0,317.19,27235039,78.3463590733,78.9526975757,78.2052925645,78.4997998372,108940156,0.0,1.0 966 | AAPL,2020-01-22 00:00:00+00:00,317.7,319.99,317.31,318.58,25458115,78.6260172397,79.1927581257,78.5294980495,78.8438041304,101832460,0.0,1.0 967 | AAPL,2020-01-23 00:00:00+00:00,319.23,319.56,315.65,317.92,26117993,79.0046694474,79.0863395314,78.1186727785,78.6804639624,104471972,0.0,1.0 968 | AAPL,2020-01-24 00:00:00+00:00,318.31,323.33,317.52,320.25,36634380,78.7769831526,80.0193583699,78.5814699212,79.2571042525,146537520,0.0,1.0 969 | AAPL,2020-01-27 00:00:00+00:00,308.95,311.77,304.88,310.06,40485005,76.460522588,77.1584305786,75.4532582186,76.7352310524,161940020,0.0,1.0 970 | AAPL,2020-01-28 00:00:00+00:00,317.69,318.4,312.19,312.6,40558486,78.6235423887,78.7992568119,77.2623743219,77.3638432142,162233944,0.0,1.0 971 | AAPL,2020-01-29 00:00:00+00:00,324.34,327.85,321.38,324.45,54149928,80.269318324,81.1379910357,79.536762419,80.2965416853,216599712,0.0,1.0 972 | AAPL,2020-01-30 00:00:00+00:00,323.87,324.09,318.75,320.54,31685808,80.1530003256,80.2074470482,78.8858765979,79.3288749324,126743232,0.0,1.0 973 | AAPL,2020-01-31 00:00:00+00:00,309.51,322.68,308.29,320.93,49897096,76.5991142457,79.8584930529,76.29718242,79.4253941226,199588384,0.0,1.0 974 | AAPL,2020-02-03 00:00:00+00:00,308.66,313.49,302.22,304.3,43496401,76.3887519081,77.5841049559,74.7949478445,75.3097168588,173985604,0.0,1.0 975 | AAPL,2020-02-04 00:00:00+00:00,318.85,319.64,313.63,315.31,34154134,78.9106251082,79.1061383396,77.6187528703,78.0345278434,136616536,0.0,1.0 976 | AAPL,2020-02-05 00:00:00+00:00,321.45,324.76,318.95,323.52,29706718,79.5540863762,80.3732620673,78.9353736185,80.0663805395,118826872,0.0,1.0 977 | AAPL,2020-02-06 00:00:00+00:00,325.21,325.22,320.26,322.57,26356385,80.4846303636,80.4871052147,79.2595791035,79.8312696916,105425540,0.0,1.0 978 | AAPL,2020-02-07 00:00:00+00:00,320.03,323.4,318.0,322.37,29421012,79.3932210592,80.2292525405,78.8896175259,79.9737295655,117684048,0.77,1.0 979 | AAPL,2020-02-10 00:00:00+00:00,321.55,321.55,313.85,314.18,27337215,79.7703035077,79.7703035077,77.8600832091,77.9419497934,109348860,0.0,1.0 980 | AAPL,2020-02-11 00:00:00+00:00,319.61,323.9,318.71,323.6,23580780,79.2890272247,80.3532928196,79.0657547223,80.2788686522,94323120,0.0,1.0 981 | AAPL,2020-02-12 00:00:00+00:00,327.2,327.22,321.47,321.47,28432573,81.1719586619,81.1769202731,79.7504570631,79.7504570631,113730292,0.0,1.0 982 | AAPL,2020-02-13 00:00:00+00:00,324.87,326.22,323.35,324.19,23686892,80.5939309611,80.9288397148,80.2168485126,80.4252361815,94747568,0.0,1.0 983 | AAPL,2020-02-14 00:00:00+00:00,324.95,325.98,322.85,324.74,20028447,80.6137774058,80.8693003808,80.0928082335,80.5616804886,80113788,0.0,1.0 984 | AAPL,2020-02-18 00:00:00+00:00,319.0,319.75,314.61,315.36,38190545,79.1376980842,79.3237585029,78.0486244334,78.2346848521,152762180,0.0,1.0 985 | AAPL,2020-02-19 00:00:00+00:00,323.62,324.57,320.0,320.0,23495991,80.2838302633,80.5195067937,79.3857786424,79.3857786424,93983964,0.0,1.0 986 | AAPL,2020-02-20 00:00:00+00:00,320.3,324.65,318.21,322.63,25141489,79.4602028099,80.5393532383,78.9417144432,80.0382305107,100565956,0.0,1.0 987 | AAPL,2020-02-21 00:00:00+00:00,313.05,320.45,310.5,318.62,32426415,77.6616187625,79.4974148936,77.029013339,79.043427472,129705660,0.0,1.0 988 | AAPL,2020-02-24 00:00:00+00:00,298.18,304.18,289.23,297.26,55548828,73.9726608613,75.4611442108,71.7523398648,73.7444267477,222195312,0.0,1.0 989 | AAPL,2020-02-25 00:00:00+00:00,288.08,302.53,286.13,300.95,57668364,71.4670472229,75.0518112897,70.9832901342,74.6598440076,230673456,0.0,1.0 990 | AAPL,2020-02-26 00:00:00+00:00,292.65,297.88,286.5,286.53,49678431,72.6007753741,73.8982366938,71.0750799408,71.0825223576,198713724,0.0,1.0 991 | AAPL,2020-02-27 00:00:00+00:00,273.52,286.0,272.96,281.1,80151381,67.8549942946,70.9510396617,67.716069182,69.7354449262,320605524,0.0,1.0 992 | AAPL,2020-02-28 00:00:00+00:00,273.36,278.41,256.37,257.26,106721230,67.8153014053,69.0681082245,63.6004127205,63.8212044174,426884920,0.0,1.0 993 | AAPL,2020-03-02 00:00:00+00:00,298.81,301.44,277.72,282.28,85349339,74.128951613,74.7814034812,68.8969326393,70.028179985,341397356,0.0,1.0 994 | AAPL,2020-03-03 00:00:00+00:00,289.32,304.0,285.8,303.67,79868852,71.7746671151,75.4164897103,70.90142355,75.3346231261,319475408,0.0,1.0 995 | AAPL,2020-03-04 00:00:00+00:00,302.74,303.4,293.13,296.44,54794568,75.1039082069,75.2676413754,72.7198540421,73.5410006899,219178272,0.0,1.0 996 | AAPL,2020-03-05 00:00:00+00:00,292.92,299.55,291.41,295.52,46893219,72.6677571248,74.3125312261,72.2931554818,73.3127665763,187572876,0.0,1.0 997 | AAPL,2020-03-06 00:00:00+00:00,289.03,290.82,281.23,282.0,56544246,71.7027237532,72.1467879525,69.7676953988,69.9587174286,226176984,0.0,1.0 998 | AAPL,2020-03-09 00:00:00+00:00,266.17,278.09,263.0,263.75,71686208,66.0316021914,68.9887224459,65.2451868217,65.4312472404,286744832,0.0,1.0 999 | AAPL,2020-03-10 00:00:00+00:00,285.34,286.44,269.37,277.14,71322520,70.7873064932,71.0601951073,66.8254599779,68.7530459155,285290080,0.0,1.0 1000 | AAPL,2020-03-11 00:00:00+00:00,275.43,281.22,271.86,277.39,64094970,68.3288281609,69.7652145932,67.4431805679,68.8150660551,256379880,0.0,1.0 1001 | AAPL,2020-03-12 00:00:00+00:00,248.23,270.0,248.0,255.94,104618517,61.5810369763,66.9817507296,61.5239784479,63.4937380805,418474068,0.0,1.0 1002 | AAPL,2020-03-13 00:00:00+00:00,277.97,279.92,252.95,264.89,92683032,68.9589527789,69.4427098675,62.7519772113,65.7140590769,370732128,0.0,1.0 1003 | AAPL,2020-03-16 00:00:00+00:00,242.21,259.08,240.0,241.95,80605865,60.0875920156,64.2727110334,59.5393339818,60.0230910704,322423460,0.0,1.0 1004 | AAPL,2020-03-17 00:00:00+00:00,252.86,257.61,238.4,247.51,81013965,62.729649961,63.9080326127,59.1424050886,61.4024189743,324055860,0.0,1.0 1005 | AAPL,2020-03-18 00:00:00+00:00,246.67,250.0,237.12,239.77,75058406,61.1940313054,62.0201395644,58.824861974,59.4822754534,300233624,0.0,1.0 1006 | AAPL,2020-03-19 00:00:00+00:00,244.78,252.84,242.61,247.39,67964255,60.7251590503,62.7246883499,60.1868242389,61.3726493073,271857020,0.0,1.0 1007 | AAPL,2020-03-20 00:00:00+00:00,229.24,251.83,228.0,247.18,100423346,56.869987175,62.474126986,56.5623672827,61.3205523901,401693384,0.0,1.0 1008 | AAPL,2020-03-23 00:00:00+00:00,224.37,228.5,212.61,228.08,84188208,55.6618348563,56.6864075619,52.7444074911,56.5822137274,336752832,0.0,1.0 1009 | AAPL,2020-03-24 00:00:00+00:00,246.88,247.69,234.3,236.36,71882773,61.2461282226,61.4470734748,58.1252747998,58.6363207498,287531092,0.0,1.0 1010 | AAPL,2020-03-25 00:00:00+00:00,245.52,258.25,244.3,250.75,75900510,60.9087386634,64.06680417,60.6060803823,62.2061999831,303602040,0.0,1.0 1011 | AAPL,2020-03-26 00:00:00+00:00,258.44,258.68,246.36,246.52,63140169,64.1139394761,64.1734788101,61.1171263323,61.1568192217,252560676,0.0,1.0 1012 | AAPL,2020-03-27 00:00:00+00:00,247.74,255.87,247.05,252.75,51054153,61.4594775027,63.4763724414,61.2883019175,62.7023610996,204216612,0.0,1.0 1013 | AAPL,2020-03-30 00:00:00+00:00,254.81,255.52,249.4,250.74,41994110,63.2134070496,63.389544246,61.8712912294,62.2037191775,167976440,0.0,1.0 1014 | AAPL,2020-03-31 00:00:00+00:00,254.29,262.49,252.0,255.6,49250501,63.0844051593,65.118665737,62.5163006809,63.4093906906,197002004,0.0,1.0 1015 | AAPL,2020-04-01 00:00:00+00:00,240.91,248.72,239.13,246.5,44054638,59.7650872898,61.7025964498,59.3235038961,61.1518576105,176218552,0.0,1.0 1016 | AAPL,2020-04-02 00:00:00+00:00,244.93,245.15,236.9,240.34,41483493,60.762371134,60.8169488569,58.7702842512,59.6236813716,165933972,0.0,1.0 1017 | AAPL,2020-04-03 00:00:00+00:00,241.41,245.7,238.97,242.8,32470017,59.889127569,60.9533931639,59.2838110068,60.2339595449,129880068,0.0,1.0 1018 | AAPL,2020-04-06 00:00:00+00:00,262.47,263.11,249.38,250.9,50455071,65.1137041259,65.2724756832,61.8663296183,62.2434120668,201820284,0.0,1.0 1019 | AAPL,2020-04-07 00:00:00+00:00,259.43,271.7,259.0,270.8,50721831,64.3595392288,67.4034876786,64.2528645887,67.1802151762,202887324,0.0,1.0 1020 | AAPL,2020-04-08 00:00:00+00:00,266.07,267.37,261.23,262.74,42223821,66.0067941356,66.3292988613,64.8060842336,65.1806858766,168895284,0.0,1.0 1021 | AAPL,2020-04-09 00:00:00+00:00,267.99,270.07,264.7,268.7,40529123,66.4831088075,66.9991163686,65.6669237708,66.6592460038,162116492,0.0,1.0 1022 | AAPL,2020-04-13 00:00:00+00:00,273.25,273.7,265.83,268.31,32755731,67.7880125439,67.8996487951,65.9472548016,66.5624945861,131022924,0.0,1.0 1023 | AAPL,2020-04-14 00:00:00+00:00,287.05,288.25,278.05,280.0,48748672,71.2115242478,71.5092209178,68.9787992235,69.4625563121,194994688,0.0,1.0 1024 | AAPL,2020-04-15 00:00:00+00:00,284.43,286.33,280.63,282.4,32788641,70.5615531852,71.0329062459,69.6188470638,70.0579496519,131154564,0.0,1.0 1025 | AAPL,2020-04-16 00:00:00+00:00,286.69,288.2,282.35,287.38,39281290,71.1222152469,71.4968168898,70.045545624,71.2933908321,157125160,0.0,1.0 1026 | AAPL,2020-04-17 00:00:00+00:00,282.8,286.95,276.86,284.69,53812478,70.1571818753,71.186716192,68.6835833592,70.6260541304,215249912,0.0,1.0 1027 | AAPL,2020-04-20 00:00:00+00:00,276.93,281.68,276.85,277.95,32503750,68.7009489983,69.87933165,68.6811025536,68.9539911677,130015000,0.0,1.0 1028 | AAPL,2020-04-21 00:00:00+00:00,268.37,277.25,265.43,276.28,45247893,66.5773794196,68.7803347769,65.8480225783,68.5396966354,180991572,0.0,1.0 1029 | AAPL,2020-04-22 00:00:00+00:00,276.1,277.9,272.2,273.61,29264342,68.4950421349,68.9415871398,67.5275279577,67.8773215449,117057368,0.0,1.0 1030 | AAPL,2020-04-23 00:00:00+00:00,275.03,281.75,274.87,275.87,31203582,68.2295959376,69.8966972891,68.1899030483,68.4379836065,124814328,0.0,1.0 1031 | AAPL,2020-04-24 00:00:00+00:00,282.97,283.01,277.0,277.2,31627183,70.1993555702,70.2092787925,68.7183146374,68.767930749,126508732,0.0,1.0 1032 | AAPL,2020-04-27 00:00:00+00:00,283.17,284.54,279.95,281.8,29271893,70.2489716818,70.5888420466,69.4501522842,69.909101317,117087572,0.0,1.0 1033 | AAPL,2020-04-28 00:00:00+00:00,278.58,285.83,278.2,285.08,28001187,69.1102819194,70.9088659668,69.0160113073,70.7228055481,112004748,0.0,1.0 1034 | AAPL,2020-04-29 00:00:00+00:00,287.73,289.67,283.89,284.73,34320204,71.3802190275,71.8614953105,70.4275896838,70.6359773527,137280816,0.0,1.0 1035 | AAPL,2020-04-30 00:00:00+00:00,293.8,294.53,288.35,289.96,45765968,72.8860680161,73.0671668236,71.5340289736,71.9334386724,183063872,0.0,1.0 1036 | AAPL,2020-05-01 00:00:00+00:00,289.07,299.0,285.85,286.25,60154175,71.7126469755,74.176086919,70.9138275779,71.0130598012,240616700,0.0,1.0 1037 | AAPL,2020-05-04 00:00:00+00:00,293.16,293.69,286.32,289.17,33391986,72.7272964588,72.8587791547,71.0304254403,71.7374550314,133567944,0.0,1.0 1038 | AAPL,2020-05-05 00:00:00+00:00,297.56,301.0,294.46,295.06,36937795,73.8188509151,74.6722480355,73.0498011845,73.1986495195,147751180,0.0,1.0 1039 | AAPL,2020-05-06 00:00:00+00:00,300.63,303.24,298.87,300.46,35583438,74.580458229,75.227948486,74.1438364465,74.5382845341,142333752,0.0,1.0 1040 | AAPL,2020-05-07 00:00:00+00:00,303.74,305.17,301.97,303.22,28803764,75.3519887652,75.7067439635,74.912886177,75.2229868749,115215056,0.0,1.0 1041 | AAPL,2020-05-08 00:00:00+00:00,310.13,310.35,304.29,305.64,33511985,77.1406495902,77.1953716194,75.6880284519,76.0238227219,134047940,0.82,1.0 1042 | AAPL,2020-05-11 00:00:00+00:00,315.01,317.05,307.24,308.1,36486561,78.354483692,78.8619061444,76.421801116,76.6357145028,145946244,0.0,1.0 1043 | AAPL,2020-05-12 00:00:00+00:00,311.41,319.69,310.91,317.83,40575263,77.4590323054,79.5185704946,77.3346640573,79.0559206115,162301052,0.0,1.0 1044 | AAPL,2020-05-13 00:00:00+00:00,307.65,315.95,303.21,312.15,50155639,76.5237830794,78.5882959985,75.419393036,77.6430973127,200622556,0.0,1.0 1045 | AAPL,2020-05-14 00:00:00+00:00,309.54,309.79,301.53,304.51,39732269,76.9938950574,77.0560791815,75.0015157222,75.7427504811,158929076,0.0,1.0 1046 | AAPL,2020-05-15 00:00:00+00:00,307.71,307.9,300.21,300.35,41587094,76.5387072692,76.5859672035,74.6731835471,74.7080066566,166348376,0.0,1.0 1047 | AAPL,2020-05-18 00:00:00+00:00,314.96,316.5,310.32,313.17,33843125,78.3420468672,78.7251010715,77.1879095245,77.8968085389,135372500,0.0,1.0 1048 | AAPL,2020-05-19 00:00:00+00:00,313.14,318.52,313.01,315.03,25432385,77.889346444,79.227548794,77.8570106995,78.359458422,101729540,0.0,1.0 1049 | AAPL,2020-05-20 00:00:00+00:00,319.23,319.52,316.52,316.68,27876215,79.4041517063,79.4762852902,78.7300758014,78.7698736408,111504860,0.0,1.0 1050 | AAPL,2020-05-21 00:00:00+00:00,316.85,320.89,315.87,318.66,25672211,78.8121588452,79.8170542901,78.5683970788,79.2623719034,102688844,0.0,1.0 1051 | AAPL,2020-05-22 00:00:00+00:00,318.89,319.23,315.35,315.77,20450754,79.3195812976,79.4041517063,78.4390541008,78.5435234292,81803016,0.0,1.0 1052 | AAPL,2020-05-26 00:00:00+00:00,316.73,324.24,316.5,323.5,31380454,78.7823104656,80.6503215527,78.7251010715,80.4662565454,125521816,0.0,1.0 1053 | AAPL,2020-05-27 00:00:00+00:00,318.11,318.71,313.09,316.14,28236274,79.1255668305,79.2748087283,77.8769096192,78.6355559328,112945096,0.0,1.0 1054 | AAPL,2020-05-28 00:00:00+00:00,318.25,323.44,315.63,316.77,33449103,79.16038994,80.4513323556,78.5087003197,78.7922599255,133796412,0.0,1.0 1055 | AAPL,2020-05-29 00:00:00+00:00,317.94,321.15,316.47,319.25,38399532,79.0832816261,79.8817257792,78.7176389766,79.4091264362,153598128,0.0,1.0 1056 | AAPL,2020-06-01 00:00:00+00:00,321.85,322.35,317.21,317.75,20254653,80.0558413266,80.1802095747,78.9017039838,79.0360216918,81018612,0.0,1.0 1057 | AAPL,2020-06-02 00:00:00+00:00,323.34,323.44,318.93,320.75,21910704,80.426458706,80.4513323556,79.3295307574,79.7822311807,87642816,0.0,1.0 1058 | AAPL,2020-06-03 00:00:00+00:00,325.12,326.2,322.3,324.66,26122804,80.8692096694,81.1378450854,80.1677727499,80.7547908811,104491216,0.0,1.0 1059 | AAPL,2020-06-04 00:00:00+00:00,322.32,325.62,320.78,324.39,21890091,80.1727474798,80.9935779175,79.7896932755,80.6876320271,87560364,0.0,1.0 1060 | AAPL,2020-06-05 00:00:00+00:00,331.5,331.75,323.23,323.35,34312550,82.4561485156,82.5183326397,80.3990976914,80.428946071,137250200,0.0,1.0 1061 | AAPL,2020-06-08 00:00:00+00:00,333.46,333.6,327.32,330.25,23913634,82.9436720483,82.9784951578,81.4164299612,82.1452278953,95654536,0.0,1.0 1062 | AAPL,2020-06-09 00:00:00+00:00,343.99,345.61,332.01,332.14,36928091,85.5628673541,85.9658204781,82.5830041287,82.6153398732,147712364,0.0,1.0 1063 | AAPL,2020-06-10 00:00:00+00:00,352.84,354.77,346.09,347.9,41662938,87.7641853462,88.244246784,86.0852139963,86.5354270546,166651752,0.0,1.0 1064 | AAPL,2020-06-11 00:00:00+00:00,335.9,351.06,335.48,349.31,50415613,83.5505890992,87.3214343828,83.4461197708,86.8861455143,201662452,0.0,1.0 1065 | AAPL,2020-06-12 00:00:00+00:00,338.8,347.8,334.22,344.72,50036513,84.2719249384,86.5105534049,83.1327117855,85.7444449964,200146052,0.0,1.0 1066 | AAPL,2020-06-15 00:00:00+00:00,342.99,345.68,332.58,333.25,34702230,85.3141308578,85.9832320328,82.7247839316,82.8914373841,138808920,0.0,1.0 1067 | AAPL,2020-06-16 00:00:00+00:00,352.08,353.2,344.72,351.46,41357182,87.575145609,87.8537304848,85.7444449964,87.4209289813,165428728,0.0,1.0 1068 | AAPL,2020-06-17 00:00:00+00:00,351.59,355.4,351.09,355.15,28601626,87.4532647258,88.4009507766,87.3288964777,88.3387666526,114406504,0.0,1.0 1069 | AAPL,2020-06-18 00:00:00+00:00,351.73,353.45,349.22,351.41,24205096,87.4880878353,87.9159146089,86.8637592296,87.4084921565,96820384,0.0,1.0 1070 | AAPL,2020-06-19 00:00:00+00:00,349.72,356.56,345.15,354.64,66118952,86.9881274778,88.6894851123,85.8514016898,88.2119110395,264475808,0.0,1.0 1071 | AAPL,2020-06-22 00:00:00+00:00,358.87,359.46,351.15,351.34,33861316,89.2640664187,89.4108209515,87.3438206675,87.3910806018,135445264,0.0,1.0 1072 | AAPL,2020-06-23 00:00:00+00:00,366.53,372.38,362.27,364.0,53038869,91.1693879802,92.6244964834,90.1097705061,90.5400846446,212155476,0.0,1.0 1073 | AAPL,2020-06-24 00:00:00+00:00,360.06,368.79,358.52,365.0,48155849,89.5600628493,91.7315324618,89.177008645,90.7888211409,192623396,0.0,1.0 1074 | AAPL,2020-06-25 00:00:00+00:00,364.84,365.0,357.57,360.7,34380628,90.7490233015,90.7888211409,88.9407089736,89.7192542069,137522512,0.0,1.0 1075 | AAPL,2020-06-26 00:00:00+00:00,353.63,365.32,353.02,364.41,51314211,87.9606871782,90.8684168197,87.8089579155,90.6420666081,205256844,0.0,1.0 1076 | AAPL,2020-06-29 00:00:00+00:00,361.78,362.1736,351.28,353.25,32661519,89.9878896229,90.0857923078,87.376156412,87.8661673096,130646076,0.0,1.0 1077 | AAPL,2020-06-30 00:00:00+00:00,364.8,365.98,360.0,360.08,35055821,90.7390738416,91.0325829072,89.5451386595,89.5650375792,140223284,0.0,1.0 1078 | AAPL,2020-07-01 00:00:00+00:00,364.11,367.36,363.91,365.12,27690454,90.5674456592,91.3758392721,90.5176983599,90.8186695204,110761816,0.0,1.0 1079 | AAPL,2020-07-02 00:00:00+00:00,364.11,370.47,363.64,367.85,28814516,90.5674456592,92.1494097755,90.450539506,91.4977201553,115258064,0.0,1.0 1080 | AAPL,2020-07-06 00:00:00+00:00,373.85,375.78,369.87,370.0,29745936,92.9901391329,93.4702005707,92.0001678778,92.0325036223,118983744,0.0,1.0 1081 | AAPL,2020-07-07 00:00:00+00:00,372.69,378.62,372.23,375.41,28206999,92.7016047973,94.1766122202,92.587186009,93.3781680671,112827996,0.0,1.0 1082 | AAPL,2020-07-08 00:00:00+00:00,381.37,381.5,376.36,376.72,29274479,94.8606375849,94.8929733294,93.6144677386,93.7040128772,117097916,0.0,1.0 1083 | AAPL,2020-07-09 00:00:00+00:00,383.01,385.27,378.69,385.05,31420357,95.2685654388,95.8307099204,94.1940237749,95.7759878912,125681428,0.0,1.0 1084 | AAPL,2020-07-10 00:00:00+00:00,383.68,383.92,378.82,381.34,22564330,95.4352188913,95.4949156504,94.2263595194,94.85317549,90257320,0.0,1.0 1085 | AAPL,2020-07-13 00:00:00+00:00,381.91,399.82,381.03,389.06,47913079,94.9949552929,99.4498259412,94.7760671762,96.7734212413,191652316,0.0,1.0 1086 | AAPL,2020-07-14 00:00:00+00:00,388.23,389.02,375.51,379.36,42748119,96.5669699494,96.7634717814,93.4030417168,94.3606772274,170992476,0.0,1.0 1087 | AAPL,2020-07-15 00:00:00+00:00,390.9,396.99,385.96,395.96,38306874,97.2310963944,98.7459016568,96.0023381028,98.4897030656,153227496,0.0,1.0 1088 | AAPL,2020-07-16 00:00:00+00:00,386.09,389.62,383.62,386.25,27645927,96.0346738474,96.9127136792,95.4202947016,96.0744716868,110583708,0.0,1.0 1089 | AAPL,2020-07-17 00:00:00+00:00,385.31,388.59,383.36,387.95,23046755,95.8406593803,96.656515088,95.3556232125,96.4973237304,92187020,0.0,1.0 1090 | AAPL,2020-07-20 00:00:00+00:00,393.43,394.0,384.25,385.67,22397208,97.86039973,98.0021795329,95.5769986942,95.9302045189,89588832,0.0,1.0 1091 | AAPL,2020-07-21 00:00:00+00:00,388.0,397.0,386.97,396.69,25627347,96.5097605552,98.7483890217,96.2535619641,98.6712807079,102509388,0.0,1.0 1092 | AAPL,2020-07-22 00:00:00+00:00,389.09,391.9,386.41,386.77,22250413,96.7808833362,97.4798328907,96.1142695262,96.2038146648,89001652,0.0,1.0 1093 | AAPL,2020-07-23 00:00:00+00:00,371.38,388.31,368.039,387.9935,49251108,92.3757599871,96.5868688691,91.5447313531,96.508143768,197004432,0.0,1.0 1094 | AAPL,2020-07-24 00:00:00+00:00,370.46,371.88,356.58,363.95,46359716,92.1469224106,92.5001282353,88.6944598422,90.5276478198,185438864,0.0,1.0 1095 | AAPL,2020-07-27 00:00:00+00:00,379.24,379.62,373.92,374.84,30303548,94.3308288479,94.4253487164,93.0075506877,93.2363882642,121214192,0.0,1.0 1096 | AAPL,2020-07-28 00:00:00+00:00,373.01,378.1986,372.99,377.47,25906375,92.7812004761,94.0717946606,92.7762257461,93.8905652495,103625500,0.0,1.0 1097 | AAPL,2020-07-29 00:00:00+00:00,380.16,380.92,374.85,375.0,22582314,94.5596664244,94.7487061616,93.2388756292,93.2761861037,90329256,0.0,1.0 1098 | AAPL,2020-07-30 00:00:00+00:00,384.76,385.19,375.07,376.75,39532505,95.7038543073,95.8108110007,93.2935976584,93.7114749721,158130020,0.0,1.0 1099 | AAPL,2020-07-31 00:00:00+00:00,425.04,425.66,403.3,411.535,93573867,105.7229603773,105.877177005,100.3154289483,102.3637739951,374295468,0.0,1.0 1100 | AAPL,2020-08-03 00:00:00+00:00,435.75,446.5457,431.57,432.8,77037847,108.3869282524,111.0722128453,107.347209698,107.6531555884,308151388,0.0,1.0 1101 | AAPL,2020-08-04 00:00:00+00:00,438.66,443.16,433.55,436.53,43198092,109.1107514566,110.2300656899,107.8397079606,108.5809427195,172792368,0.0,1.0 1102 | AAPL,2020-08-05 00:00:00+00:00,440.25,441.57,435.59,437.51,30497988,109.5062424857,109.8345746608,108.347130413,108.8247044859,121991952,0.0,1.0 1103 | AAPL,2020-08-06 00:00:00+00:00,455.61,457.65,439.19,441.62,50607225,113.3268350685,113.8342575209,109.2425817996,109.8470114856,202428900,0.0,1.0 1104 | AAPL,2020-08-07 00:00:00+00:00,444.45,454.7,441.17,452.82,49511403,110.754899697,113.3091526431,109.9375387542,112.8406652735,198045612,0.82,1.0 1105 | AAPL,2020-08-10 00:00:00+00:00,450.91,455.1,440.0,450.4,53100856,112.3647020416,113.4088308068,109.6459801253,112.2376123828,212403424,0.0,1.0 1106 | AAPL,2020-08-11 00:00:00+00:00,437.5,449.93,436.4267,447.875,46975594,109.0229916018,112.1204905404,108.755530169,111.6083939741,187902376,0.0,1.0 1107 | AAPL,2020-08-12 00:00:00+00:00,452.04,453.1,441.19,441.99,41486205,112.6462928542,112.9104399881,109.9425226624,110.1418789899,165944820,0.0,1.0 1108 | AAPL,2020-08-13 00:00:00+00:00,460.04,464.17,455.71,457.72,52520516,114.6398561292,115.6690331699,113.5608400066,114.0617227794,210082064,0.0,1.0 1109 | AAPL,2020-08-14 00:00:00+00:00,459.63,460.0,452.18,459.315,41391302,114.5376860113,114.6298883128,112.6811802115,114.4591894574,165565208,0.0,1.0 1110 | AAPL,2020-08-17 00:00:00+00:00,458.43,464.35,455.8501,464.25,29431414,114.2386515201,115.7138883436,113.5957522834,115.6889688026,117725656,0.0,1.0 1111 | AAPL,2020-08-18 00:00:00+00:00,462.25,464.0,456.03,457.41,26408385,115.1905779839,115.6266699503,113.6405825376,113.9844722025,105633540,0.0,1.0 1112 | AAPL,2020-08-19 00:00:00+00:00,462.83,468.65,462.44,463.933,36384502,115.3351113213,116.7854286039,115.2379251117,115.6099738579,145538008,0.0,1.0 1113 | AAPL,2020-08-20 00:00:00+00:00,473.1,473.568,462.9335,463.0,31726797,117.8943481756,118.0109716272,115.3609030462,115.3774745409,126907188,0.0,1.0 1114 | AAPL,2020-08-21 00:00:00+00:00,497.48,499.472,477.0,477.05,84513660,123.9697322562,124.4661295117,118.8662102722,118.8786700426,338054640,0.0,1.0 1115 | AAPL,2020-08-24 00:00:00+00:00,503.43,515.14,495.745,514.79,86484442,125.452444942,128.3705231858,123.5373782209,128.2833047925,345937768,0.0,1.0 1116 | AAPL,2020-08-25 00:00:00+00:00,499.3,500.7172,492.21,498.79,52873947,124.4232679012,124.7764276354,122.6564724488,124.2961782425,211495788,0.0,1.0 1117 | AAPL,2020-08-26 00:00:00+00:00,506.09,507.97,500.33,504.7165,40755567,126.1153047309,126.5837921005,124.6799391729,125.7730348361,163022268,0.0,1.0 1118 | AAPL,2020-08-27 00:00:00+00:00,500.04,509.94,495.33,508.57,38888096,124.6076725042,127.074707057,123.433962126,126.7333093462,155552384,0.0,1.0 1119 | AAPL,2020-08-28 00:00:00+00:00,499.23,505.77,498.31,504.05,46907479,124.4058242226,126.0355621999,124.176564446,125.6069460958,187629916,0.0,1.0 1120 | AAPL,2020-08-31 00:00:00+00:00,129.04,131.0,126.0,127.58,223505733,128.6247025033,130.5783945128,125.5944863253,127.1694013126,223505733,0.0,4.0 1121 | AAPL,2020-09-01 00:00:00+00:00,134.18,134.8,130.53,132.76,152470142,133.7481601201,134.3661647353,130.1099071432,132.3327301948,152470142,0.0,1.0 1122 | AAPL,2020-09-02 00:00:00+00:00,131.4,137.98,127.0,137.59,200118991,130.9771071678,137.5359303426,126.5912679628,137.147185504,200118991,0.0,1.0 1123 | AAPL,2020-09-03 00:00:00+00:00,120.88,128.84,120.5,126.91,257599640,120.4909643413,128.4253461758,120.112187319,126.5015576154,257599640,0.0,1.0 1124 | AAPL,2020-09-04 00:00:00+00:00,120.96,123.7,110.89,120.07,332607163,120.5707068723,123.3018885591,110.5331157827,119.6835712149,332607163,0.0,1.0 1125 | AAPL,2020-09-08 00:00:00+00:00,112.82,118.99,112.68,113.95,231366563,112.456904343,118.6070470464,112.3173549138,113.5832675934,231366563,0.0,1.0 1126 | AAPL,2020-09-09 00:00:00+00:00,117.32,119.14,115.26,117.26,176940455,116.9424217118,118.756564292,114.8890515385,116.8826148135,176940455,0.0,1.0 1127 | AAPL,2020-09-10 00:00:00+00:00,113.49,120.5,112.5,120.36,182274391,113.1247480402,120.112187319,112.137934219,119.9726378898,182274391,0.0,1.0 1128 | AAPL,2020-09-11 00:00:00+00:00,112.0,115.23,110.0,114.57,180860325,111.6395434003,114.8591480894,109.6459801253,114.2012722087,180860325,0.0,1.0 1129 | AAPL,2020-09-14 00:00:00+00:00,115.355,115.93,112.8,114.72,140150087,114.9837457941,115.5568952357,112.4369687103,114.3507894543,140150087,0.0,1.0 1130 | AAPL,2020-09-15 00:00:00+00:00,115.54,118.829,113.61,118.33,184642039,115.168150397,118.4465652028,113.2443618367,117.9491711657,184642039,0.0,1.0 1131 | AAPL,2020-09-16 00:00:00+00:00,112.13,116.0,112.04,115.23,155026675,111.7691250132,115.6266699503,111.6794146658,114.8591480894,155026675,0.0,1.0 1132 | AAPL,2020-09-17 00:00:00+00:00,110.34,112.2,108.71,109.72,178010968,109.984885882,111.8388997278,108.3601318129,109.3668812668,178010968,0.0,1.0 1133 | AAPL,2020-09-18 00:00:00+00:00,106.84,110.88,106.09,110.4,287104882,106.4961501508,110.5231479663,105.7485639226,110.0446927803,287104882,0.0,1.0 1134 | AAPL,2020-09-21 00:00:00+00:00,110.08,110.19,103.1,104.54,195713815,109.7257226563,109.8353686364,102.7681868265,104.2035523845,195713815,0.0,1.0 1135 | AAPL,2020-09-22 00:00:00+00:00,111.81,112.86,109.16,112.68,183055373,111.4501548892,112.4967756085,108.8086835498,112.3173549138,183055373,0.0,1.0 1136 | AAPL,2020-09-23 00:00:00+00:00,107.12,112.11,106.77,111.62,150718671,106.7752490093,111.7491893804,106.4263754361,111.260766378,150718671,0.0,1.0 1137 | AAPL,2020-09-24 00:00:00+00:00,108.22,110.25,105.0,105.17,167743349,107.8717088105,109.8951755346,104.6620719378,104.8315248161,167743349,0.0,1.0 1138 | AAPL,2020-09-25 00:00:00+00:00,112.28,112.44,107.67,108.43,149981441,111.9186422588,112.0781273208,107.3234789099,108.0810329544,149981441,0.0,1.0 1139 | AAPL,2020-09-28 00:00:00+00:00,114.96,115.32,112.78,115.01,137672403,114.5900170473,114.9488584368,112.4170330775,114.6398561292,137672403,0.0,1.0 1140 | AAPL,2020-09-29 00:00:00+00:00,114.09,115.31,113.57,114.55,100060526,113.7228170227,114.9388906204,113.2044905712,114.1813365759,100060526,0.0,1.0 1141 | AAPL,2020-09-30 00:00:00+00:00,115.81,117.26,113.62,113.79,142675184,115.4372814392,116.8826148135,113.254329653,113.4237825314,142675184,0.0,1.0 1142 | AAPL,2020-10-01 00:00:00+00:00,116.79,117.72,115.83,117.64,116120440,116.4141274439,117.3411343668,115.4572170719,117.2613918358,116120440,0.0,1.0 1143 | AAPL,2020-10-02 00:00:00+00:00,113.02,115.37,112.22,112.89,144711986,112.6562606705,114.9986975187,111.8588353605,112.5266790577,144711986,0.0,1.0 1144 | AAPL,2020-10-05 00:00:00+00:00,116.5,116.65,113.55,113.91,106243839,116.125060769,116.2745780147,113.1845549384,113.5433963279,106243839,0.0,1.0 1145 | AAPL,2020-10-06 00:00:00+00:00,113.16,116.12,112.25,115.7,161498212,112.7958100998,115.7462837468,111.8887388097,115.327635459,161498212,0.0,1.0 1146 | AAPL,2020-10-07 00:00:00+00:00,115.08,115.55,114.13,114.62,96848985,114.7096308438,115.1781182134,113.7626882882,114.2511112905,96848985,0.0,1.0 1147 | AAPL,2020-10-08 00:00:00+00:00,114.97,116.4,114.5901,116.25,83477153,114.5999848637,116.0253826053,114.2213075196,115.8758653597,83477153,0.0,1.0 1148 | AAPL,2020-10-09 00:00:00+00:00,116.97,117.0,114.92,115.28,100506865,116.5935481387,116.6234515878,114.5501457818,114.9089871713,100506865,0.0,1.0 1149 | AAPL,2020-10-12 00:00:00+00:00,124.4,125.18,119.2845,120.06,240226769,123.9996357053,124.7771253826,118.9005992387,119.6736033985,240226769,0.0,1.0 1150 | AAPL,2020-10-13 00:00:00+00:00,121.1,125.39,119.65,125.27,262330451,120.7102563016,124.9864495264,119.2649229272,124.8668357299,262330451,0.0,1.0 1151 | AAPL,2020-10-14 00:00:00+00:00,121.19,123.03,119.62,121.0,151062308,120.7999666489,122.6340448619,119.235019478,120.6105781378,151062308,0.0,1.0 1152 | AAPL,2020-10-15 00:00:00+00:00,120.71,121.2,118.15,118.72,112559219,120.3215114629,120.8099344653,117.7697504709,118.3379160043,112559219,0.0,1.0 1153 | AAPL,2020-10-16 00:00:00+00:00,119.02,121.548,118.81,121.28,115393808,118.6369504955,121.1568144752,118.4276263517,120.8896769963,115393808,0.0,1.0 1154 | AAPL,2020-10-19 00:00:00+00:00,115.98,120.419,115.66,119.96,120639337,115.6067343175,120.0314480064,115.2877641935,119.5739252348,120639337,0.0,1.0 1155 | AAPL,2020-10-20 00:00:00+00:00,117.51,118.98,115.63,116.2,124423728,117.1318102229,118.59707923,115.2578607444,115.8260262778,124423728,0.0,1.0 1156 | AAPL,2020-10-21 00:00:00+00:00,116.87,118.705,116.45,116.67,89945980,116.4938699749,118.3229642797,116.0752216872,116.2945136474,89945980,0.0,1.0 1157 | AAPL,2020-10-22 00:00:00+00:00,115.75,118.04,114.59,117.45,101987954,115.3774745409,117.6601044908,114.2212078414,117.0720033247,101987954,0.0,1.0 1158 | AAPL,2020-10-23 00:00:00+00:00,115.04,116.55,114.28,116.39,82572645,114.6697595783,116.1748998509,113.9122055338,116.0154147889,82572645,0.0,1.0 1159 | AAPL,2020-10-26 00:00:00+00:00,115.05,116.55,112.88,114.01,111850657,114.6797273947,116.1748998509,112.5167112413,113.6430744917,111850657,0.0,1.0 1160 | AAPL,2020-10-27 00:00:00+00:00,116.6,117.28,114.5399,115.49,92276772,116.2247389328,116.9025504463,114.1712690814,115.1183113152,92276772,0.0,1.0 1161 | AAPL,2020-10-28 00:00:00+00:00,111.2,115.43,111.1,115.05,143937823,110.8421180903,115.0585044169,110.7424399265,114.6797273947,143937823,0.0,1.0 1162 | AAPL,2020-10-29 00:00:00+00:00,115.32,116.93,112.2,112.37,146129173,114.9488584368,116.5536768732,111.8388997278,112.0083526062,146129173,0.0,1.0 1163 | AAPL,2020-10-30 00:00:00+00:00,108.86,111.99,107.72,111.06,190573476,108.5096490585,111.6295755839,107.3733179918,110.702568661,190573476,0.0,1.0 1164 | AAPL,2020-11-02 00:00:00+00:00,108.77,110.68,107.32,109.11,122866899,108.4199387111,110.3237916388,106.9746053368,108.7588444679,122866899,0.0,1.0 1165 | AAPL,2020-11-03 00:00:00+00:00,110.44,111.49,108.73,109.66,107624448,110.0845640458,111.1311847652,108.3800674456,109.3070743685,107624448,0.0,1.0 1166 | AAPL,2020-11-04 00:00:00+00:00,114.95,115.59,112.35,114.14,138235482,114.5800492309,115.2179894789,111.9884169734,113.7726561045,138235482,0.0,1.0 1167 | AAPL,2020-11-05 00:00:00+00:00,119.03,119.62,116.8686,117.95,126387074,118.6469183119,119.235019478,116.4924744806,117.5703941434,126387074,0.0,1.0 1168 | AAPL,2020-11-06 00:00:00+00:00,118.69,119.2,116.13,118.32,114457922,118.5123527909,119.0215894572,115.9561844267,118.142906582,114457922,0.205,1.0 1169 | AAPL,2020-11-09 00:00:00+00:00,116.32,121.99,116.05,120.5,154515315,116.1459000475,121.8074135728,115.8763041653,120.3196437046,154515315,0.0,1.0 1170 | AAPL,2020-11-10 00:00:00+00:00,115.97,117.59,114.13,115.55,138023390,115.7964239039,117.4139991969,113.9591778922,115.3770525317,138023390,0.0,1.0 1171 | AAPL,2020-11-11 00:00:00+00:00,119.49,119.63,116.44,117.19,112294954,119.3111554047,119.4509458621,116.2657204395,117.01459789,112294954,0.0,1.0 1172 | AAPL,2020-11-12 00:00:00+00:00,119.21,120.53,118.57,119.62,103350674,119.0315744898,120.3495988026,118.3925323988,119.4409608294,103350674,0.0,1.0 1173 | AAPL,2020-11-13 00:00:00+00:00,119.26,119.6717,117.87,119.44,81688586,119.0814996532,119.4925834483,117.6935801117,119.2612302413,81688586,0.0,1.0 1174 | AAPL,2020-11-16 00:00:00+00:00,120.3,120.99,118.146,118.92,91183018,120.1199430511,120.8089103056,117.9691670135,118.7420085423,91183018,0.0,1.0 1175 | AAPL,2020-11-17 00:00:00+00:00,119.39,120.6741,118.96,119.55,74270973,119.2113050779,120.4934831234,118.781948673,119.3710656007,74270973,0.0,1.0 1176 | AAPL,2020-11-18 00:00:00+00:00,118.03,119.82,118.0,118.61,76322111,117.8533406345,119.6406614829,117.8233855365,118.4324725295,76322111,0.0,1.0 1177 | AAPL,2020-11-19 00:00:00+00:00,118.64,119.06,116.81,117.59,74112972,118.4624276275,118.8817989997,116.6351666484,117.4139991969,74112972,0.0,1.0 1178 | AAPL,2020-11-20 00:00:00+00:00,117.34,118.77,117.29,118.64,73604287,117.1643733801,118.5922330522,117.1144482167,118.4624276275,73604287,0.0,1.0 1179 | AAPL,2020-11-23 00:00:00+00:00,113.85,117.6202,113.75,117.18,127959318,113.6795969773,117.4441539955,113.5797466506,117.0046128573,127959318,0.0,1.0 1180 | AAPL,2020-11-24 00:00:00+00:00,115.17,115.85,112.59,113.91,113226248,114.9976212901,115.6766035118,112.4214828606,113.7395071734,113226248,0.0,1.0 1181 | AAPL,2020-11-25 00:00:00+00:00,116.03,116.75,115.17,115.55,76499234,115.8563341,116.5752564524,114.9976212901,115.3770525317,76499234,0.0,1.0 1182 | AAPL,2020-11-27 00:00:00+00:00,116.59,117.49,116.22,116.57,46691331,116.4154959296,117.3141488701,116.0460497207,116.3955258643,46691331,0.0,1.0 1183 | AAPL,2020-11-30 00:00:00+00:00,119.05,120.97,116.81,116.97,169410176,118.8718139671,120.7889402402,116.6351666484,116.7949271712,169410176,0.0,1.0 1184 | AAPL,2020-12-01 00:00:00+00:00,122.72,123.4693,120.01,121.01,125920963,122.5363209579,123.2844994561,119.8303771036,120.8288803709,125920963,0.0,1.0 1185 | AAPL,2020-12-02 00:00:00+00:00,123.08,123.37,120.89,122.02,89004195,122.8957821341,123.1853480816,120.7090599788,121.8373686708,89004195,0.0,1.0 1186 | AAPL,2020-12-03 00:00:00+00:00,122.94,123.78,122.21,123.52,78967630,122.7559916767,123.5947344212,122.0270842916,123.3351235717,78967630,0.0,1.0 1187 | AAPL,2020-12-04 00:00:00+00:00,122.25,122.8608,121.52,122.6,78260421,122.0670244223,122.6769102179,121.3381170372,122.4165005658,78260421,0.0,1.0 1188 | AAPL,2020-12-07 00:00:00+00:00,123.75,124.57,122.25,122.31,86711990,123.5647793232,124.3835520023,122.0670244223,122.1269346183,86711990,0.0,1.0 1189 | AAPL,2020-12-08 00:00:00+00:00,124.38,124.98,123.09,124.37,82225512,124.1938363816,124.7929383419,122.9057671668,124.1838513489,82225512,0.0,1.0 1190 | AAPL,2020-12-09 00:00:00+00:00,121.78,125.95,121.0,124.53,115089193,121.5977278867,125.7614865112,120.8188953382,124.3436118716,115089193,0.0,1.0 1191 | AAPL,2020-12-10 00:00:00+00:00,123.24,123.87,120.15,120.5,81312170,123.0555426569,123.6845997153,119.9701675611,120.3196437046,81312170,0.0,1.0 1192 | AAPL,2020-12-11 00:00:00+00:00,122.41,122.76,120.55,122.43,86939786,122.2267849451,122.5762610886,120.369568868,122.2467550104,86939786,0.0,1.0 1193 | AAPL,2020-12-14 00:00:00+00:00,121.78,123.35,121.54,122.6,79075988,121.5977278867,123.1653780163,121.3580871025,122.4165005658,79075988,0.0,1.0 1194 | AAPL,2020-12-15 00:00:00+00:00,127.88,127.9,124.13,124.34,157572262,127.688597817,127.7085678823,123.9442105647,124.1538962509,157572262,0.0,1.0 1195 | AAPL,2020-12-16 00:00:00+00:00,127.81,128.37,126.56,127.41,98208591,127.6187025883,128.1778644179,126.3705735042,127.2193012813,98208591,0.0,1.0 1196 | AAPL,2020-12-17 00:00:00+00:00,128.7,129.58,128.045,128.9,94359811,128.5073704961,129.3860533713,127.8533508561,128.7070711496,94359811,0.0,1.0 1197 | AAPL,2020-12-18 00:00:00+00:00,126.655,129.1,126.12,128.96,192541496,126.4654313146,128.906771803,125.9312320666,128.7669813456,192541496,0.0,1.0 1198 | AAPL,2020-12-21 00:00:00+00:00,128.23,128.31,123.449,125.02,121251553,128.0380739605,128.1179542219,123.2642298397,124.8328784726,121251553,0.0,1.0 1199 | AAPL,2020-12-22 00:00:00+00:00,131.88,134.405,129.65,131.61,169351825,131.682610886,134.2038316358,129.4559486,131.4130150038,169351825,0.0,1.0 1200 | AAPL,2020-12-23 00:00:00+00:00,130.96,132.43,130.78,132.16,88223692,130.7639878801,132.231787683,130.584257292,131.9621918008,88223692,0.0,1.0 1201 | AAPL,2020-12-24 00:00:00+00:00,131.97,133.46,131.1,131.32,54930064,131.77247618,133.2602460483,130.9037783375,131.1234490563,54930064,0.0,1.0 1202 | AAPL,2020-12-28 00:00:00+00:00,136.69,137.34,133.51,133.99,123124632,136.4854116015,137.1344387252,133.3101712116,133.7894527799,123124632,0.0,1.0 1203 | AAPL,2020-12-29 00:00:00+00:00,134.87,138.789,134.3409,138.05,121047324,134.6681356551,138.5812699595,134.1398275764,137.843376045,121047324,0.0,1.0 1204 | AAPL,2020-12-30 00:00:00+00:00,133.72,135.99,133.4,135.58,96452124,133.5198568977,135.7864593144,133.2003358522,135.3770729748,96452124,0.0,1.0 1205 | AAPL,2020-12-31 00:00:00+00:00,132.69,134.74,131.72,134.08,99116586,132.4913985325,134.5383302304,131.5228503632,133.879318074,99116586,0.0,1.0 1206 | AAPL,2021-01-04 00:00:00+00:00,129.41,133.6116,126.76,133.52,143301887,129.2163078159,133.4116191436,126.5702741576,133.3201562443,143301887,0.0,1.0 1207 | AAPL,2021-01-05 00:00:00+00:00,131.01,131.74,128.43,128.89,97664898,130.8139130435,131.5428204286,128.237774614,128.6970861169,97664898,0.0,1.0 1208 | AAPL,2021-01-06 00:00:00+00:00,126.6,131.0499,126.382,127.72,155087970,126.4105136349,130.8537533238,126.1928399226,127.5288372942,155087970,0.0,1.0 1209 | AAPL,2021-01-07 00:00:00+00:00,130.92,131.63,127.86,128.36,109578157,130.7240477494,131.4329850692,127.6686277516,128.1678793852,109578157,0.0,1.0 1210 | AAPL,2021-01-08 00:00:00+00:00,132.05,132.63,130.23,132.43,105158245,131.8523564414,132.4314883364,130.035080495,132.231787683,105158245,0.0,1.0 1211 | AAPL,2021-01-11 00:00:00+00:00,128.98,130.17,128.5,129.19,100620880,128.7869514109,129.975170299,128.3076698427,128.9966370971,100620880,0.0,1.0 1212 | AAPL,2021-01-12 00:00:00+00:00,128.8,129.69,126.86,128.5,90440255,128.6072208228,129.4958887307,126.6701244844,128.3076698427,90440255,0.0,1.0 1213 | AAPL,2021-01-13 00:00:00+00:00,130.89,131.45,128.49,128.76,88636831,130.6940926514,131.2532544811,128.29768481,128.5672806921,88636831,0.0,1.0 1214 | AAPL,2021-01-14 00:00:00+00:00,128.91,131.0,128.76,130.8,90221755,128.7170561822,130.8039280108,128.5672806921,130.6042273574,90221755,0.0,1.0 1215 | AAPL,2021-01-15 00:00:00+00:00,127.14,130.2242,127.0,128.78,111598531,126.9497053992,130.0292891761,126.8099149418,128.5872507575,111598531,0.0,1.0 1216 | AAPL,2021-01-19 00:00:00+00:00,127.83,128.71,126.938,127.78,90757329,127.6386726536,128.5173555288,126.7480077392,127.5887474902,90757329,0.0,1.0 1217 | AAPL,2021-01-20 00:00:00+00:00,132.03,132.49,128.55,128.66,104319489,131.8323863761,132.291697879,128.357595006,128.4674303654,104319489,0.0,1.0 1218 | AAPL,2021-01-21 00:00:00+00:00,136.87,139.67,133.59,133.8,120529544,136.6651421896,139.4609513379,133.390051473,133.5997371591,120529544,0.0,1.0 1219 | AAPL,2021-01-22 00:00:00+00:00,139.07,139.85,135.02,136.28,114459360,138.8618493776,139.640681926,134.8179111452,136.0760252619,114459360,0.0,1.0 1220 | AAPL,2021-01-25 00:00:00+00:00,142.92,145.09,136.54,143.07,157611713,142.7060869565,144.8728390465,136.3356361114,142.8558624466,157611713,0.0,1.0 1221 | AAPL,2021-01-26 00:00:00+00:00,143.16,144.3,141.37,143.6,98390555,142.9457277407,144.0840214653,141.1584068923,143.3850691783,98390555,0.0,1.0 1222 | AAPL,2021-01-27 00:00:00+00:00,142.06,144.3,140.41,143.43,140843759,141.8473741467,144.0840214653,140.1998437557,143.2153236228,140843759,0.0,1.0 1223 | AAPL,2021-01-28 00:00:00+00:00,137.09,141.99,136.7,139.52,142621128,136.8848129084,141.777478918,136.4953966342,139.3111758478,142621128,0.0,1.0 1224 | AAPL,2021-01-29 00:00:00+00:00,131.96,136.74,130.21,135.83,177523812,131.7624911474,136.5353367649,130.0151104297,135.6266987917,177523812,0.0,1.0 1225 | AAPL,2021-02-01 00:00:00+00:00,134.14,135.38,130.93,133.75,106239823,133.93922827,135.1773723214,130.7340327821,133.5498119958,106239823,0.0,1.0 1226 | AAPL,2021-02-02 00:00:00+00:00,134.99,136.31,134.61,135.73,82266419,134.7879560472,136.1059803599,134.4085248056,135.5268484649,82266419,0.0,1.0 1227 | AAPL,2021-02-03 00:00:00+00:00,133.94,135.77,133.61,135.76,89880937,133.7395276165,135.5667885956,133.4100215383,135.556803563,89880937,0.0,1.0 1228 | AAPL,2021-02-04 00:00:00+00:00,137.39,137.4,134.59,136.3,84183061,137.1843638886,137.1943489213,134.3885547403,136.0959953273,84183061,0.0,1.0 1229 | AAPL,2021-02-05 00:00:00+00:00,136.76,137.42,135.86,137.35,75693830,136.76,137.42,135.86,137.35,75693830,0.205,1.0 1230 | AAPL,2021-02-08 00:00:00+00:00,136.91,136.96,134.92,136.03,71297214,136.91,136.96,134.92,136.03,71297214,0.0,1.0 1231 | AAPL,2021-02-09 00:00:00+00:00,136.01,137.877,135.85,136.62,75986989,136.01,137.877,135.85,136.62,75986989,0.0,1.0 1232 | AAPL,2021-02-10 00:00:00+00:00,135.39,136.99,134.4,136.48,72647988,135.39,136.99,134.4,136.48,72647988,0.0,1.0 1233 | AAPL,2021-02-11 00:00:00+00:00,135.13,136.39,133.77,135.9,64280029,135.13,136.39,133.77,135.9,64280029,0.0,1.0 1234 | AAPL,2021-02-12 00:00:00+00:00,135.37,135.53,133.6921,134.35,60145130,135.37,135.53,133.6921,134.35,60145130,0.0,1.0 1235 | AAPL,2021-02-16 00:00:00+00:00,133.19,136.01,132.79,135.49,80576316,133.19,136.01,132.79,135.49,80576316,0.0,1.0 1236 | AAPL,2021-02-17 00:00:00+00:00,130.84,132.22,129.47,131.25,97372199,130.84,132.22,129.47,131.25,97372199,0.0,1.0 1237 | AAPL,2021-02-18 00:00:00+00:00,129.71,129.995,127.41,129.2,96856748,129.71,129.995,127.41,129.2,96856748,0.0,1.0 1238 | AAPL,2021-02-19 00:00:00+00:00,129.87,130.71,128.8,130.24,87668834,129.87,130.71,128.8,130.24,87668834,0.0,1.0 1239 | AAPL,2021-02-22 00:00:00+00:00,126.0,129.72,125.6,128.01,102886922,126.0,129.72,125.6,128.01,102886922,0.0,1.0 1240 | AAPL,2021-02-23 00:00:00+00:00,125.86,126.71,118.39,123.76,158273022,125.86,126.71,118.39,123.76,158273022,0.0,1.0 1241 | AAPL,2021-02-24 00:00:00+00:00,125.35,125.56,122.23,124.94,111039904,125.35,125.56,122.23,124.94,111039904,0.0,1.0 1242 | AAPL,2021-02-25 00:00:00+00:00,120.99,126.4585,120.54,124.68,144766924,120.99,126.4585,120.54,124.68,144766924,0.0,1.0 1243 | AAPL,2021-02-26 00:00:00+00:00,121.26,124.85,121.2,122.59,163424672,121.26,124.85,121.2,122.59,163424672,0.0,1.0 1244 | AAPL,2021-03-01 00:00:00+00:00,127.79,127.93,122.79,123.75,116307892,127.79,127.93,122.79,123.75,116307892,0.0,1.0 1245 | AAPL,2021-03-02 00:00:00+00:00,125.12,128.72,125.01,128.41,102260945,125.12,128.72,125.01,128.41,102260945,0.0,1.0 1246 | AAPL,2021-03-03 00:00:00+00:00,122.06,125.71,121.84,124.81,112966340,122.06,125.71,121.84,124.81,112966340,0.0,1.0 1247 | AAPL,2021-03-04 00:00:00+00:00,120.13,123.6,118.62,121.75,178154975,120.13,123.6,118.62,121.75,178154975,0.0,1.0 1248 | AAPL,2021-03-05 00:00:00+00:00,121.42,121.935,117.57,120.98,153766601,121.42,121.935,117.57,120.98,153766601,0.0,1.0 1249 | AAPL,2021-03-08 00:00:00+00:00,116.36,121.0,116.21,120.93,154376610,116.36,121.0,116.21,120.93,154376610,0.0,1.0 1250 | AAPL,2021-03-09 00:00:00+00:00,121.085,122.06,118.79,119.03,129525780,121.085,122.06,118.79,119.03,129525780,0.0,1.0 1251 | AAPL,2021-03-10 00:00:00+00:00,119.98,122.17,119.45,121.69,111943326,119.98,122.17,119.45,121.69,111943326,0.0,1.0 1252 | AAPL,2021-03-11 00:00:00+00:00,121.96,123.21,121.26,122.54,103026514,121.96,123.21,121.26,122.54,103026514,0.0,1.0 1253 | AAPL,2021-03-12 00:00:00+00:00,121.03,121.17,119.16,120.4,88105050,121.03,121.17,119.16,120.4,88105050,0.0,1.0 1254 | AAPL,2021-03-15 00:00:00+00:00,123.99,124.0,120.42,121.41,92590555,123.99,124.0,120.42,121.41,92590555,0.0,1.0 1255 | AAPL,2021-03-16 00:00:00+00:00,125.57,127.22,124.715,125.7,115227936,125.57,127.22,124.715,125.7,115227936,0.0,1.0 1256 | AAPL,2021-03-17 00:00:00+00:00,124.76,125.8599,122.336,124.05,111932636,124.76,125.8599,122.336,124.05,111932636,0.0,1.0 1257 | AAPL,2021-03-18 00:00:00+00:00,120.53,123.18,120.32,122.88,121469755,120.53,123.18,120.32,122.88,121469755,0.0,1.0 1258 | AAPL,2021-03-19 00:00:00+00:00,119.99,121.43,119.675,119.9,185549522,119.99,121.43,119.675,119.9,185549522,0.0,1.0 1259 | --------------------------------------------------------------------------------