├── .gitignore ├── 1. Pandas For Time Series.ipynb ├── 2. statsmodels for Time Series.ipynb ├── 3. ARIMA models.ipynb ├── 4. GARCH models.ipynb ├── LICENSE ├── README.md ├── d4sci.mplstyle ├── data ├── AAPL.csv ├── Anscombe1.dat ├── CDC.csv ├── D4Sci_logo_ball.png ├── D4Sci_logo_full.png ├── DJIA.csv ├── GDP.csv ├── international-airline-passengers.csv └── sun.csv ├── requirements.txt └── slides └── AdvancedTimeseries.pdf /.gitignore: -------------------------------------------------------------------------------- 1 | *.key 2 | *.png 3 | 4 | # Byte-compiled / optimized / DLL files 5 | __pycache__/ 6 | *.py[cod] 7 | *$py.class 8 | 9 | # C extensions 10 | *.so 11 | 12 | # Distribution / packaging 13 | .Python 14 | build/ 15 | develop-eggs/ 16 | dist/ 17 | downloads/ 18 | eggs/ 19 | .eggs/ 20 | lib/ 21 | lib64/ 22 | parts/ 23 | sdist/ 24 | var/ 25 | wheels/ 26 | pip-wheel-metadata/ 27 | share/python-wheels/ 28 | *.egg-info/ 29 | .installed.cfg 30 | *.egg 31 | MANIFEST 32 | 33 | # PyInstaller 34 | # Usually these files are written by a python script from a template 35 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 36 | *.manifest 37 | *.spec 38 | 39 | # Installer logs 40 | pip-log.txt 41 | pip-delete-this-directory.txt 42 | 43 | # Unit test / coverage reports 44 | htmlcov/ 45 | .tox/ 46 | .nox/ 47 | .coverage 48 | .coverage.* 49 | .cache 50 | nosetests.xml 51 | coverage.xml 52 | *.cover 53 | *.py,cover 54 | .hypothesis/ 55 | .pytest_cache/ 56 | 57 | # Translations 58 | *.mo 59 | *.pot 60 | 61 | # Django stuff: 62 | *.log 63 | local_settings.py 64 | db.sqlite3 65 | db.sqlite3-journal 66 | 67 | # Flask stuff: 68 | instance/ 69 | .webassets-cache 70 | 71 | # Scrapy stuff: 72 | .scrapy 73 | 74 | # Sphinx documentation 75 | docs/_build/ 76 | 77 | # PyBuilder 78 | target/ 79 | 80 | # Jupyter Notebook 81 | .ipynb_checkpoints 82 | 83 | # IPython 84 | profile_default/ 85 | ipython_config.py 86 | 87 | # pyenv 88 | .python-version 89 | 90 | # pipenv 91 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 92 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 93 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 94 | # install all needed dependencies. 95 | #Pipfile.lock 96 | 97 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 98 | __pypackages__/ 99 | 100 | # Celery stuff 101 | celerybeat-schedule 102 | celerybeat.pid 103 | 104 | # SageMath parsed files 105 | *.sage.py 106 | 107 | # Environments 108 | .env 109 | .venv 110 | env/ 111 | venv/ 112 | ENV/ 113 | env.bak/ 114 | venv.bak/ 115 | 116 | # Spyder project settings 117 | .spyderproject 118 | .spyproject 119 | 120 | # Rope project settings 121 | .ropeproject 122 | 123 | # mkdocs documentation 124 | /site 125 | 126 | # mypy 127 | .mypy_cache/ 128 | .dmypy.json 129 | dmypy.json 130 | 131 | # Pyre type checker 132 | .pyre/ 133 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2020 Data For Science 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ![GitHub](https://img.shields.io/github/license/DataForScience/AdvancedTimeseries) 2 | [![Twitter @data4sci](https://img.shields.io/twitter/follow/data4sci)](https://twitter.com/intent/follow?screen_name=data4sci) 3 | ![GitHub top language](https://img.shields.io/github/languages/top/DataForScience/AdvancedTimeseries) 4 | ![GitHub repo size](https://img.shields.io/github/repo-size/DataForScience/AdvancedTimeseries) 5 | ![GitHub last commit](https://img.shields.io/github/last-commit/DataForScience/AdvancedTimeseries) 6 | 7 | [![Graphs For Science](https://img.shields.io/badge/Graphs_For_Science-Subscribe-blue)](https://graphs4sci.substack.com/) 8 | [![Sunday Briefing](https://img.shields.io/badge/Sunday_Briefing-Subscribe-blue)](https://data4sci.ck.page/8a51c452bc) 9 | 10 | 11 | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/DataForScience/AdvancedTimeseries/master) 12 | 13 | # Timeseries for Everyone 14 | 15 | ### Code and slides to accompany the online series of webinars: https://data4sci.com/advanced-timeseries by Data For Science. 16 | 17 | ### Run the code in Binder: [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/DataForScience/AdvancedTimeseries/master) 18 | 19 | Large scale availability of time varying data originating in financial, economical and social systems has led to a rise in the interest in this class of algorithms. Understanding how to model and describe time series information is a fundamental skill in any data scientists toolkit. 20 | 21 | In this lecture, we will introduce you to the libraries that Python provides for working with time series data. We’ll quickly review the ARIMA class of models before diving in detail into the more advance ARCH class of forecasting models. Both real and synthetic datasets will be used to illustrate the different kinds of models and their underlying assumptions. 22 | 23 | Slides: https://data4sci.com/landing/advanced-timeseries/ 24 | 25 | ## Schedule 26 | 27 | ### 1. Pandas for Time Series 28 | - DataFrames and Series 29 | - Time Series 30 | - Subsetting 31 | - DataFrame Manipulations 32 | - Merge and Join 33 | - Timeseries transformations 34 | - Resampling/fill methods 35 | 36 | ### 2. statsmodels for Time Series 37 | - Statsmodels structure and philosophy 38 | - Pearson Correlation 39 | - Correlations of 2 timeseries 40 | - Autocorrelation 41 | - Partial Autocorrelation Function 42 | 43 | ### 3. ARIMA Models 44 | - Moving Average Models (MA) 45 | - Autoregressive Models (AR) 46 | - Fitting ARIMA models with statsmodels 47 | - Fitting Seasonal ARIMA models 48 | 49 | ### 4. GARCH models 50 | - Heteroscedasticy 51 | - Heteroscedastical Models 52 | - Fitting ARCH Model 53 | - Generalizations 54 | 55 | -------------------------------------------------------------------------------- /d4sci.mplstyle: -------------------------------------------------------------------------------- 1 | # Data For Science style 2 | # Author: Bruno Goncalves 3 | # Modified from the matplotlib FiveThirtyEight style by 4 | # Author: Cameron Davidson-Pilon, replicated styles from FiveThirtyEight.com 5 | # See https://www.dataorigami.net/blogs/fivethirtyeight-mpl 6 | 7 | lines.linewidth: 4 8 | lines.solid_capstyle: butt 9 | 10 | legend.fancybox: true 11 | 12 | axes.prop_cycle: cycler('color', ['51a7f9', 'cf51f9', '70bf41', 'f39019', 'f9e351', 'f9517b', '6d904f', '8b8b8b','810f7c']) 13 | 14 | axes.labelsize: large 15 | axes.axisbelow: true 16 | axes.grid: true 17 | axes.edgecolor: f0f0f0 18 | axes.linewidth: 3.0 19 | axes.titlesize: x-large 20 | 21 | patch.edgecolor: f0f0f0 22 | patch.linewidth: 0.5 23 | 24 | svg.fonttype: path 25 | 26 | grid.linestyle: - 27 | grid.linewidth: 1.0 28 | 29 | xtick.major.size: 0 30 | xtick.minor.size: 0 31 | ytick.major.size: 0 32 | ytick.minor.size: 0 33 | 34 | font.size: 24.0 35 | 36 | savefig.edgecolor: f0f0f0 37 | savefig.facecolor: f0f0f0 38 | 39 | figure.subplot.left: 0.08 40 | figure.subplot.right: 0.95 41 | figure.subplot.bottom: 0.07 42 | figure.figsize: 12.8, 8.8 43 | figure.autolayout: True 44 | figure.dpi: 300 45 | -------------------------------------------------------------------------------- /data/Anscombe1.dat: -------------------------------------------------------------------------------- 1 | 10.0 8.04 2 | 8.0 6.95 3 | 13.0 7.58 4 | 9.0 8.81 5 | 11.0 8.33 6 | 14.0 9.96 7 | 6.0 7.24 8 | 4.0 4.26 9 | 12.0 10.84 10 | 7.0 4.82 11 | 5.0 5.68 -------------------------------------------------------------------------------- /data/CDC.csv: -------------------------------------------------------------------------------- 1 | "Year","Week","Percent of Deaths Due to Pneumonia and Influenza","Expected","Threshold","All Deaths","Pneumonia Deaths","Influenza Deaths" 2 | 2012,1,8.479120191,8.15718,8.49104,51102,4323,10 3 | 2012,2,8.3434716063,8.22181,8.55556,50962,4245,7 4 | 2012,3,8.3709076652,8.27534,8.60898,51010,4261,9 5 | 2012,4,8.4484580268,8.31696,8.65049,50163,4227,11 6 | 2012,5,8.1403324726,8.34602,8.67945,49568,4026,9 7 | 2012,6,8.1096802664,8.36208,8.6954,49854,4024,19 8 | 2012,7,8.1797007619,8.36486,8.69807,50662,4129,15 9 | 2012,8,8.2920694805,8.3543,8.6874,50892,4191,29 10 | 2012,9,8.4062186757,8.33051,8.6635,50879,4234,43 11 | 2012,10,8.6815135987,8.2938,8.62668,50740,4346,59 12 | 2012,11,8.5724420621,8.24467,8.57744,50744,4288,62 13 | 2012,12,8.3495578811,8.18379,8.51646,49308,4060,57 14 | 2012,13,7.9752314287,8.11203,8.44458,48287,3796,55 15 | 2012,14,8.0118203798,8.03036,8.36281,48391,3829,48 16 | 2012,15,7.7062612098,7.93996,8.2723,49064,3758,23 17 | 2012,16,7.6223003927,7.84208,8.17431,48896,3690,37 18 | 2012,17,7.5047294348,7.7381,8.07023,48103,3573,37 19 | 2012,18,7.4376360288,7.6295,7.96152,47784,3527,27 20 | 2012,19,7.1592149477,7.51781,7.84971,46723,3330,15 21 | 2012,20,7.1176270321,7.4046,7.7364,46996,3329,16 22 | 2012,21,7.0644850818,7.29147,7.62316,46755,3290,13 23 | 2012,22,6.835267023,7.18002,7.5116,46026,3138,8 24 | 2012,23,6.6387624328,7.07181,7.40328,46349,3068,9 25 | 2012,24,6.7474566128,6.96838,7.29974,46788,3153,4 26 | 2012,25,6.8266562608,6.87116,7.20241,46128,3147,2 27 | 2012,26,6.8624259392,6.78153,7.11267,46077,3159,3 28 | 2012,27,6.4470527759,6.70073,7.03176,46688,3004,6 29 | 2012,28,6.6078815589,6.62988,6.96081,45930,3033,2 30 | 2012,29,6.5570915424,6.56997,6.90079,45935,3011,1 31 | 2012,30,6.3302229816,6.52181,6.85252,45654,2889,1 32 | 2012,31,6.6202090592,6.48604,6.81665,45920,3039,1 33 | 2012,32,6.5704298291,6.46314,6.79364,46344,3040,5 34 | 2012,33,6.5833042872,6.45339,6.78377,45904,3018,4 35 | 2012,34,6.4252159418,6.45687,6.78715,46193,2964,4 36 | 2012,35,6.5238979319,6.47348,6.80365,46322,3017,5 37 | 2012,36,6.6676668524,6.50294,6.833,46658,3109,2 38 | 2012,37,6.8249065895,6.54475,6.87471,46301,3160,0 39 | 2012,38,6.7244091095,6.59828,6.92812,46413,3120,1 40 | 2012,39,6.7849840862,6.66267,6.99241,47443,3217,2 41 | 2012,40,6.711759671,6.67667,7.03999,47901,3210,5 42 | 2012,41,6.914860391,6.76134,7.12446,48027,3315,6 43 | 2012,42,6.9522227009,6.85463,7.21755,48747,3382,7 44 | 2012,43,7.0867296691,6.95512,7.31783,47723,3376,6 45 | 2012,44,6.8482235888,7.06129,7.42379,48947,3349,3 46 | 2012,45,6.8875152534,7.17154,7.53383,49989,3434,9 47 | 2012,46,7.0681681078,7.28421,7.6463,49730,3495,20 48 | 2012,47,6.981922711,7.39762,7.75951,49399,3430,19 49 | 2012,48,7.5807853362,7.51007,7.87175,50628,3807,31 50 | 2012,49,7.72958051,7.61988,7.98135,51801,3940,64 51 | 2012,50,7.8970425031,7.7254,8.08667,51361,3959,97 52 | 2012,51,8.2563411812,7.82505,8.18612,52711,4208,144 53 | 2012,52,8.9871482142,7.91735,8.27821,54934,4705,232 54 | 2013,1,10.16324114,8.00091,8.36156,59115,5599,409 55 | 2013,2,11.050250843,8.07448,8.43492,60795,6065,653 56 | 2013,3,11.105665224,8.13694,8.49718,59168,5938,633 57 | 2013,4,10.627117472,8.18735,8.54739,57852,5646,502 58 | 2013,5,10.072938295,8.22494,8.58477,56349,5284,392 59 | 2013,6,9.4957621031,8.24912,8.60875,55688,5020,268 60 | 2013,7,9.3601852192,8.25951,8.61893,54422,4885,209 61 | 2013,8,8.8775433872,8.25591,8.61512,53472,4580,167 62 | 2013,9,8.7321182879,8.23833,8.59734,53057,4485,148 63 | 2013,10,8.4747351645,8.20699,8.5658,53335,4417,103 64 | 2013,11,8.5101567363,8.16231,8.52091,53019,4403,109 65 | 2013,12,8.1948952352,8.10488,8.46328,52069,4184,83 66 | 2013,13,8.176780646,8.03551,8.3937,51793,4179,56 67 | 2013,14,7.9894798364,7.95515,8.31313,51330,4051,50 68 | 2013,15,7.8107486284,7.86492,8.2227,50853,3937,35 69 | 2013,16,7.7676174327,7.76609,8.12366,49539,3826,22 70 | 2013,17,7.470063905,7.66003,8.0174,48353,3585,27 71 | 2013,18,7.2651339729,7.54824,7.9054,48368,3504,10 72 | 2013,19,7.104395375,7.43229,7.78925,47914,3393,11 73 | 2013,20,7.0063156116,7.31381,7.67055,47343,3313,4 74 | 2013,21,6.8930519728,7.19445,7.55099,47294,3248,12 75 | 2013,22,6.5303231898,7.07589,7.43222,46598,3040,3 76 | 2013,23,7.1311492858,6.95979,7.31592,46977,3342,8 77 | 2013,24,7.0424654002,6.84777,7.20369,46532,3271,6 78 | 2013,25,6.7321147926,6.74139,7.09711,46449,3123,4 79 | 2013,26,6.5907767932,6.64213,6.99765,46383,3055,2 80 | 2013,27,6.3917835242,6.55137,6.90668,46638,2976,5 81 | 2013,28,6.6357856097,6.47035,6.82545,45767,3035,2 82 | 2013,29,6.6074138305,6.40017,6.75507,46130,3041,7 83 | 2013,30,6.2179195634,6.34179,6.69649,46173,2866,5 84 | 2013,31,6.3629664947,6.29599,6.65047,46142,2929,7 85 | 2013,32,6.4748201439,6.26334,6.61762,46009,2976,3 86 | 2013,33,6.5440342149,6.24426,6.59834,45828,2996,3 87 | 2013,34,6.4647957742,6.23895,6.59282,46003,2970,4 88 | 2013,35,6.2610762913,6.24741,6.60108,46270,2891,6 89 | 2013,36,6.2723503214,6.26946,6.62292,45581,2858,1 90 | 2013,37,6.4735429116,6.30469,6.65795,46188,2983,7 91 | 2013,38,6.5105788852,6.35254,6.70558,46555,3027,4 92 | 2013,39,6.5460625027,6.41223,6.76507,46654,3043,11 93 | 2013,40,6.6179567085,6.36132,6.77011,47492,3140,3 94 | 2013,41,6.6527143582,6.45326,6.86185,47304,3135,12 95 | 2013,42,6.7791269274,6.55439,6.96279,47602,3216,11 96 | 2013,43,6.6225442969,6.66322,7.07142,47746,3151,11 97 | 2013,44,6.7306312401,6.77811,7.18613,48777,3271,12 98 | 2013,45,7.0414189093,6.89738,7.3052,48939,3429,17 99 | 2013,46,6.7497824283,7.01924,7.42687,49409,3320,15 100 | 2013,47,6.9730394628,7.1419,7.54933,49591,3430,28 101 | 2013,48,6.9347508521,7.26355,7.67079,49288,3385,33 102 | 2013,49,7.1557899709,7.38238,7.78943,50812,3594,42 103 | 2013,50,7.5682765005,7.49666,7.90351,51848,3856,68 104 | 2013,51,7.6577605237,7.60468,8.01135,52548,3917,107 105 | 2013,52,7.9859106132,7.70487,8.11134,51954,3942,207 106 | 2014,1,9.0830983022,7.79573,8.20201,53539,4512,351 107 | 2014,2,9.7810898929,7.87593,8.28201,55822,4999,461 108 | 2014,3,10.03700447,7.94428,8.35017,54588,5005,474 109 | 2014,4,9.6585762612,7.99977,8.40546,54097,4783,442 110 | 2014,5,9.2795730803,8.04157,8.44707,53968,4623,385 111 | 2014,6,8.9705662073,8.06905,8.47436,53408,4476,315 112 | 2014,7,8.6488093027,8.08179,8.48691,53834,4385,271 113 | 2014,8,7.9718261728,8.07959,8.48451,52673,3990,209 114 | 2014,9,7.793790502,8.06246,8.46718,51695,3868,161 115 | 2014,10,8.0149812734,8.03061,8.43515,52065,4048,125 116 | 2014,11,7.791530693,7.98451,8.38885,51787,3942,93 117 | 2014,12,7.6032607638,7.92477,8.32892,51399,3834,74 118 | 2014,13,7.5892155321,7.85226,8.25622,50888,3797,65 119 | 2014,14,7.6226222292,7.768,8.17176,50888,3824,55 120 | 2014,15,7.4983737754,7.67317,8.07674,50731,3730,74 121 | 2014,16,7.3103807407,7.56914,7.97251,49929,3595,55 122 | 2014,17,7.1160973655,7.45737,7.86055,49915,3498,54 123 | 2014,18,7.1320731928,7.33946,7.74245,49677,3490,53 124 | 2014,19,7.0554341347,7.21708,7.61988,50330,3512,39 125 | 2014,20,6.7773628987,7.09198,7.49458,47939,3222,27 126 | 2014,21,6.7190585912,6.96593,7.36833,48608,3242,24 127 | 2014,22,6.5489040186,6.84072,7.24293,48176,3140,15 128 | 2014,23,6.7793773016,6.71812,7.12014,47792,3220,20 129 | 2014,24,6.7664457869,6.59988,7.00171,47839,3222,15 130 | 2014,25,6.4765424839,6.48767,6.88931,47618,3077,7 131 | 2014,26,6.3230863235,6.38307,6.78451,47461,2998,3 132 | 2014,27,6.3370928639,6.28754,6.68879,47435,3000,6 133 | 2014,28,6.3025298591,6.20243,6.60349,47473,2988,4 134 | 2014,29,6.2462958259,6.12893,6.52979,47244,2944,7 135 | 2014,30,6.336012214,6.06804,6.46871,47159,2985,3 136 | 2014,31,6.2305826276,6.02061,6.42108,46994,2923,5 137 | 2014,32,6.0389141425,5.98727,6.38755,47078,2842,1 138 | 2014,33,6.1473305955,5.96845,6.36854,46752,2869,5 139 | 2014,34,6.1631536192,5.96439,6.36428,46778,2877,6 140 | 2014,35,6.0647622313,5.97507,6.37477,46663,2825,5 141 | 2014,36,6.2498683462,6.00031,6.39981,47473,2966,1 142 | 2014,37,6.1420876711,6.03967,6.43899,46971,2881,4 143 | 2014,38,6.2310220041,6.09255,6.49168,48082,2990,6 144 | 2014,39,6.24315896,6.15813,6.55706,48421,3017,6 145 | 2014,40,6.3701773973,6.23541,6.63414,48366,3075,6 146 | 2014,41,6.3816855754,6.32322,6.72176,49360,3142,8 147 | 2014,42,6.2918883789,6.42025,6.81859,49238,3085,13 148 | 2014,43,6.547655438,6.52503,6.92318,49071,3202,11 149 | 2014,44,6.4705042137,6.63602,7.03397,49007,3154,17 150 | 2014,45,6.3057062822,6.75156,7.14932,51049,3208,11 151 | 2014,46,6.4451038576,6.86994,7.2675,50550,3240,18 152 | 2014,47,6.4930615042,6.98939,7.38676,52533,3380,31 153 | 2014,48,6.6806771295,7.10817,7.50534,51866,3419,46 154 | 2014,49,7.0201713809,7.2245,7.62147,52748,3620,83 155 | 2014,50,7.3832020017,7.33666,7.73344,53554,3785,169 156 | 2014,51,8.0736699498,7.44301,7.83959,54622,4098,312 157 | 2014,52,8.5243092739,7.54196,7.93834,56028,4264,512 158 | 2014,53,10.191082803,7.63206,8.02824,59346,5034,1014 159 | 2015,1,10.811336032,7.71197,8.10795,61750,5576,1100 160 | 2015,2,10.746815365,7.7805,8.17628,61153,5589,983 161 | 2015,3,10.052350664,7.83664,8.23221,58643,5184,711 162 | 2015,4,9.5004538155,7.87954,8.27491,57292,4857,586 163 | 2015,5,9.1070743698,7.90856,8.30373,57362,4740,484 164 | 2015,6,8.8084730803,7.92325,8.31822,56650,4585,405 165 | 2015,7,8.4455345956,7.92338,8.31814,56669,4501,285 166 | 2015,8,8.4860105099,7.90891,8.30347,56328,4559,221 167 | 2015,9,8.3820041768,7.88004,8.2744,56502,4546,190 168 | 2015,10,8.2627574822,7.83716,8.23131,55732,4446,159 169 | 2015,11,7.9607014966,7.78086,8.1748,54455,4196,139 170 | 2015,12,7.5337078652,7.71192,8.10566,53400,3902,121 171 | 2015,13,7.4103316039,7.63133,8.02486,53196,3843,99 172 | 2015,14,7.4536747866,7.54022,7.93354,52833,3838,100 173 | 2015,15,7.5658703588,7.43988,7.83299,52869,3925,75 174 | 2015,16,7.497820401,7.33173,7.72462,51615,3807,63 175 | 2015,17,7.1915612798,7.21731,7.60998,51477,3652,50 176 | 2015,18,6.9229727377,7.09822,7.49069,51683,3550,28 177 | 2015,19,6.8960757247,6.97618,7.36842,50710,3475,22 178 | 2015,20,6.5889118374,6.85289,7.24492,49386,3240,14 179 | 2015,21,6.803499057,6.73011,7.12192,49842,3373,18 180 | 2015,22,6.5126476917,6.60957,7.00116,49258,3198,10 181 | 2015,23,6.4752534886,6.49296,6.88433,49805,3214,11 182 | 2015,24,6.4261280339,6.38194,6.77309,49112,3150,6 183 | 2015,25,6.5256378903,6.27806,6.66898,49068,3198,4 184 | 2015,26,6.332507413,6.18276,6.57346,49238,3112,6 185 | 2015,27,6.3089935848,6.09738,6.48785,48946,3081,7 186 | 2015,28,6.1700572542,6.02309,6.41334,49254,3032,7 187 | 2015,29,6.1916704354,5.96092,6.35094,48646,3009,3 188 | 2015,30,5.9981929443,5.9117,6.30148,48698,2917,4 189 | 2015,31,6.1101566866,5.87608,6.26563,48313,2948,4 190 | 2015,32,5.9145809986,5.85451,6.24383,48186,2842,8 191 | 2015,33,6.0689228229,5.84725,6.23634,48460,2935,6 192 | 2015,34,6.0002061218,5.85434,6.24318,48515,2906,5 193 | 2015,35,6.038478894,5.8756,6.26421,48754,2941,3 194 | 2015,36,6.048312742,5.91066,6.29903,48807,2949,3 195 | 2015,37,6.1653766823,5.95895,6.34708,48967,3013,6 196 | 2015,38,6.2052457553,6.01971,6.40759,49297,3051,8 197 | 2015,39,6.2721191416,6.09198,6.47962,48883,3060,6 198 | 2015,40,6.3023565333,6.17466,6.56206,51092,3206,14 199 | 2015,41,6.299716193,6.26649,6.65364,50034,3145,7 200 | 2015,42,6.3681885125,6.36607,6.75297,50925,3227,16 201 | 2015,43,6.3135165118,6.47191,6.85855,50479,3170,17 202 | 2015,44,6.5951459726,6.5824,6.96879,51174,3355,20 203 | 2015,45,6.3886808813,6.69589,7.08203,50746,3228,14 204 | 2015,46,6.5045358039,6.81068,7.19657,51810,3357,13 205 | 2015,47,6.5079334253,6.92506,7.31069,51491,3337,14 206 | 2015,48,6.689971765,7.03731,7.42268,52063,3461,22 207 | 2015,49,6.6179206668,7.14576,7.53087,53748,3537,20 208 | 2015,50,6.7116918897,7.24878,7.63363,52267,3482,26 209 | 2015,51,6.6724306443,7.34485,7.72944,53204,3535,15 210 | 2015,52,7.5190114068,7.43252,7.81684,52600,3924,31 211 | 2016,1,7.6553738108,7.51048,7.89454,55817,4241,32 212 | 2016,2,7.7613982036,7.57756,7.96135,55557,4282,30 213 | 2016,3,7.3963371556,7.63275,8.01628,55203,4047,36 214 | 2016,4,7.4856218548,7.67521,8.05847,55640,4115,50 215 | 2016,5,7.5172826738,7.70428,8.08727,55113,4082,61 216 | 2016,6,7.3619078544,7.71952,8.10224,55434,3989,92 217 | 2016,7,7.4796979627,7.72065,8.1031,56152,4051,149 218 | 2016,8,8.0047118521,7.70763,8.08981,55180,4230,187 219 | 2016,9,8.0627560421,7.68062,8.06252,55899,4250,257 220 | 2016,10,8.1479372086,7.63995,8.02158,56186,4284,294 221 | 2016,11,8.2542242422,7.58619,7.96754,54566,4153,351 222 | 2016,12,8.1912757803,7.52007,7.90115,54790,4193,295 223 | 2016,13,7.7492349068,7.44252,7.82332,53915,3896,282 224 | 2016,14,7.7583495235,7.3546,7.73512,54045,3943,250 225 | 2016,15,7.6420969944,7.25756,7.6378,53467,3890,196 226 | 2016,16,7.212361898,7.15275,7.53271,53131,3684,148 227 | 2016,17,6.9074368174,7.04164,7.42132,51003,3396,127 228 | 2016,18,6.8140574082,6.92579,7.30518,51247,3401,91 229 | 2016,19,6.4987543891,6.80683,7.18593,50979,3239,74 230 | 2016,20,6.5839297397,6.68641,7.06524,50441,3287,34 231 | 2016,21,6.3947842974,6.56624,6.94477,50463,3197,30 232 | 2016,22,6.1201899855,6.44798,6.82623,49688,3024,17 233 | 2016,23,6.3912938913,6.33329,6.71125,49896,3172,17 234 | 2016,24,5.8883655677,6.22375,6.60142,49895,2920,18 235 | 2016,25,5.8203298254,6.12089,6.49828,49602,2875,12 236 | 2016,26,5.8795132254,6.02613,6.40322,49715,2913,10 237 | 2016,27,5.8828266559,5.94075,6.31756,49670,2912,10 238 | 2016,28,5.9079639596,5.86593,6.24244,49611,2925,6 239 | 2016,29,5.6268529424,5.80266,6.17888,49246,2766,5 240 | 2016,30,5.652287687,5.75179,6.12771,49679,2803,5 241 | 2016,31,5.7501465327,5.71396,6.08959,49477,2843,2 242 | 2016,32,5.6904354822,5.68964,6.06497,49715,2827,2 243 | 2016,33,5.7619697943,5.67909,6.05413,49792,2864,5 244 | 2016,34,5.7242731002,5.68239,6.05713,49491,2827,6 245 | 2016,35,5.7991484897,5.6994,6.07385,49559,2869,5 246 | 2016,36,5.7662337662,5.7298,6.10394,50050,2881,5 247 | 2016,37,6.2137946241,5.77304,6.14689,49889,3092,8 248 | 2016,38,6.0666225458,5.82843,6.20197,49863,3016,9 249 | 2016,39,5.9649192665,5.89507,6.26832,50227,2985,11 250 | 2016,40,5.9172749392,5.97192,6.34486,51375,3022,18 251 | 2016,41,6.1466991726,6.05778,6.43043,52093,3191,11 252 | 2016,42,6.1909207609,6.15133,6.52368,51414,3176,7 253 | 2016,43,6.0717731044,6.25114,6.62319,51830,3130,17 254 | 2016,44,6.0223493929,6.35569,6.72743,51724,3099,16 255 | 2016,45,6.1460813256,6.46339,6.83482,52505,3208,19 256 | 2016,46,5.9856255147,6.5726,6.94373,53428,3191,7 257 | 2016,47,6.1700045174,6.68169,7.05251,53128,3256,22 258 | 2016,48,6.5021435638,6.78899,7.15951,54582,3515,34 259 | 2016,49,6.6178204175,6.8929,7.26311,55139,3616,33 260 | 2016,50,6.8339733857,6.99185,7.36175,55985,3780,46 261 | 2016,51,6.7524682652,7.08435,7.45394,56720,3738,92 262 | 2016,52,7.3987917506,7.16899,7.53828,57604,4105,157 263 | 2017,1,8.110369292,7.24451,7.61348,59763,4558,289 264 | 2017,2,7.9911446376,7.30975,7.67842,60980,4505,368 265 | 2017,3,8.4225793939,7.36373,7.73208,59293,4621,373 266 | 2017,4,8.2588247455,7.4056,7.77364,58047,4427,367 267 | 2017,5,8.2198110624,7.43471,7.80244,58432,4452,351 268 | 2017,6,8.2421491243,7.45061,7.81802,59038,4447,419 269 | 2017,7,8.4885172455,7.453,7.8201,58479,4419,545 270 | 2017,8,8.5334888828,7.44181,7.80859,58288,4369,605 271 | 2017,9,8.3729216152,7.41716,7.78362,57256,4260,534 272 | 2017,10,8.1684847852,7.37935,7.7455,57477,4223,472 273 | 2017,11,7.9003106467,7.32888,7.69472,56656,4100,376 274 | 2017,12,7.7307388903,7.26645,7.63197,57045,4091,319 275 | 2017,13,7.5758935784,7.1929,7.5581,55703,3887,333 276 | 2017,14,7.4093546048,7.10925,7.47413,55160,3821,266 277 | 2017,15,7.2601666029,7.01665,7.38121,54861,3775,208 278 | 2017,16,6.8795929904,6.91639,7.28063,53070,3489,162 279 | 2017,17,6.6572849235,6.80987,7.17379,53295,3458,90 280 | 2017,18,6.4018079268,6.69857,7.06216,52657,3308,63 281 | 2017,19,6.2825815139,6.58403,6.9473,51985,3216,50 282 | 2017,20,6.2004573171,6.46786,6.8308,52480,3201,53 283 | 2017,21,6.111198305,6.35165,6.71427,50972,3091,24 284 | 2017,22,5.9349149368,6.23702,6.59932,51256,3019,23 285 | 2017,23,6.1145902213,6.12557,6.48754,51418,3127,17 286 | 2017,24,6.0790991594,6.01881,6.38045,50797,3069,19 287 | 2017,25,5.8540873132,5.91823,6.27954,51195,2982,15 288 | 2017,26,5.8557401663,5.82518,6.18616,50617,2954,10 289 | 2017,27,5.5750701544,5.74093,6.10159,50959,2823,18 290 | 2017,28,6.1052968603,5.66661,6.02694,49973,3047,4 291 | 2017,29,5.515989387,5.60321,5.9632,50127,2755,10 292 | 2017,30,5.7858271545,5.55155,5.91121,49362,2853,3 293 | 2017,31,5.3886237946,5.51227,5.8716,50087,2695,4 294 | 2017,32,5.4302605649,5.48586,5.84486,50237,2722,6 295 | 2017,33,5.3800936535,5.4726,5.83126,50185,2689,11 296 | 2017,34,5.5799018519,5.47257,5.8309,49517,2756,7 297 | 2017,35,5.3568618193,5.48569,5.84368,50832,2716,7 298 | 2017,36,5.5648182656,5.51165,5.86931,50981,2825,12 299 | 2017,37,5.8575463303,5.55,5.90731,51694,3021,7 300 | 2017,38,5.7602967012,5.60006,5.95704,51230,2935,16 301 | 2017,39,5.6619208071,5.66102,6.01766,51343,2888,19 302 | 2017,40,5.8299750528,5.73191,6.08821,52110,3022,16 303 | 2017,41,5.8532707744,5.81159,6.16755,51578,3001,18 304 | 2017,42,6.0963467872,5.89883,6.25445,52228,3156,28 305 | 2017,43,6.2837786405,5.99226,6.34754,52548,3279,23 306 | 2017,44,6.0563721381,6.09046,6.44539,53679,3215,36 307 | 2017,45,6.0554282925,6.1919,6.54649,53258,3180,45 308 | 2017,46,6.2580201224,6.29504,6.64929,53771,3315,50 309 | 2017,47,6.0051736881,6.39831,6.75221,54120,3202,48 310 | 2017,48,6.5303140979,6.50013,6.85369,54760,3493,83 311 | 2017,49,6.558143718,6.59895,6.95217,55595,3528,118 312 | 2017,50,6.8398117483,6.69328,7.04615,57370,3759,165 313 | 2017,51,7.3035879338,6.78167,7.1342,59505,3987,359 314 | 2017,52,8.3303322966,6.86278,7.21496,61090,4418,671 315 | 2018,1,9.5563552787,6.93538,7.28721,66134,5155,1165 316 | 2018,2,10.547447959,6.99835,7.34983,67495,5583,1536 317 | 2018,3,10.885269231,7.05072,7.40186,64647,5411,1626 318 | 2018,4,10.568652437,7.09167,7.44246,62780,5187,1448 319 | 2018,5,10.228950044,7.12056,7.471,60974,4877,1360 320 | 2018,6,9.7070855834,7.13691,7.487,61110,4689,1243 321 | 2018,7,9.6656016327,7.14044,7.49018,59779,4599,1179 322 | 2018,8,9.2018064471,7.13103,7.48042,57793,4426,892 323 | 2018,9,8.4350525647,7.10878,7.45782,56692,4044,738 324 | 2018,10,8.0009808558,7.07394,7.42263,57093,4061,507 325 | 2018,11,7.6288037496,7.02698,7.37531,56326,3853,444 326 | 2018,12,7.4184987268,6.96851,7.31649,55766,3792,345 327 | 2018,13,7.3983029244,6.89932,7.24695,54918,3779,284 328 | 2018,14,7.2304409158,6.82036,7.16765,55294,3698,300 329 | 2018,15,6.8878105309,6.73272,7.07965,55228,3590,214 330 | 2018,16,6.6286687146,6.63759,6.98417,54038,3429,153 331 | 2018,17,6.5386118711,6.53629,6.88252,53727,3394,119 332 | 2018,18,6.1480061778,6.43022,6.77609,53741,3198,106 333 | 2018,19,5.9207369734,6.32085,6.66637,52105,3032,53 334 | 2018,20,5.9227942629,6.20967,6.55484,50618,2955,43 335 | 2018,21,5.8453926054,6.09824,6.44305,50929,2951,26 336 | 2018,22,5.7419923597,5.98807,6.33253,51045,2905,26 337 | 2018,23,5.6191227092,5.88068,6.22479,52001,2908,14 338 | 2018,24,5.7388055345,5.77755,6.12129,51387,2935,14 339 | 2018,25,5.6265182979,5.68006,6.02345,51044,2865,7 340 | 2018,26,5.6572608396,5.58954,5.93258,50855,2868,9 341 | 2018,27,5.3769058122,5.50721,5.8499,51684,2769,10 342 | 2018,28,5.4423629154,5.43416,5.77649,51191,2781,5 343 | 2018,29,5.3607065937,5.37135,5.71332,50609,2705,8 344 | 2018,30,5.3884711779,5.31958,5.6612,50274,2697,12 345 | 2018,31,5.2629500168,5.2795,5.62076,50637,2661,4 346 | 2018,32,5.2641905547,5.25158,5.59249,50967,2673,10 347 | 2018,33,5.2126200274,5.23613,5.57668,50301,2617,5 348 | 2018,34,5.3964604927,5.23325,5.57345,50459,2713,10 349 | 2018,35,5.2083539152,5.24289,5.58274,50611,2630,6 350 | 2018,36,5.4772460685,5.2648,5.60429,50299,2749,6 351 | 2018,37,5.4205900202,5.29854,5.63768,51083,2761,8 352 | 2018,38,5.486409988,5.34354,5.68232,51582,2819,11 353 | 2018,39,5.5475970879,5.40469,5.74347,50959,2813,14 354 | 2018,40,5.689783601,5.47557,5.81435,52357,2969,10 355 | 2018,41,5.5507338618,5.55517,5.89395,51849,2866,12 356 | 2018,42,5.6682836596,5.64235,5.98113,52979,2985,18 357 | 2018,43,5.7437270986,5.73586,6.07464,53763,3064,24 358 | 2018,44,5.6433871509,5.83435,6.17313,53638,3002,25 359 | 2018,45,5.6944418513,5.9364,6.27518,53561,3020,30 360 | 2018,46,5.7918022597,6.04055,6.37933,54698,3142,26 361 | 2018,47,5.8509280531,6.1453,6.48408,54846,3178,31 362 | 2018,48,6.0388666909,6.24915,6.58793,55060,3287,38 363 | 2018,49,6.1714939161,6.3506,6.68938,55967,3398,56 364 | 2018,50,6.3879972334,6.44819,6.78697,56387,3551,51 365 | 2018,51,6.3296065667,6.54053,6.87931,56528,3490,88 366 | 2018,52,6.7379430978,6.62628,6.96506,56026,3635,140 367 | 2019,1,7.0753582351,6.70421,7.04299,58202,3908,210 368 | 2019,2,7.377485034,6.77321,7.11199,58299,4043,258 369 | 2019,3,7.447595137,6.83228,7.17106,58153,4084,247 370 | 2019,4,7.1968844656,6.88059,7.21937,57775,3884,274 371 | 2019,5,7.2509946436,6.91745,7.25623,58061,3883,327 372 | 2019,6,7.2785460022,6.94232,7.2811,58432,3889,364 373 | 2019,7,7.5367678828,6.95486,7.29364,57863,3883,478 374 | 2019,8,7.6736783836,6.95491,7.29369,57808,3964,472 375 | 2019,9,7.3634163209,6.94247,7.28125,57840,3744,515 376 | 2019,10,7.3127677806,6.91773,7.25651,58350,3726,541 377 | 2019,11,7.7385906506,6.88106,7.21984,57672,3958,505 378 | 2019,12,7.4779801383,6.833,7.17178,56994,3784,478 379 | 2019,13,7.3684769337,6.77426,7.11304,56511,3705,459 380 | 2019,14,7.0083774641,6.70571,7.04449,56461,3619,338 381 | 2019,15,6.7616172935,6.62834,6.96712,55327,3438,303 382 | 2019,16,6.6340152087,6.54329,6.88207,54311,3402,201 383 | 2019,17,6.3727140132,6.45179,6.79058,53478,3253,155 384 | 2019,18,6.1285167429,6.3552,6.69398,53814,3201,97 385 | 2019,19,6.1478102532,6.2549,6.59368,53271,3206,69 386 | 2019,20,5.9545480136,6.15238,6.49116,53287,3124,49 387 | 2019,21,5.8948118159,6.04912,6.3879,53352,3115,30 388 | 2019,22,5.9636266483,5.94663,6.28541,52401,3097,28 389 | 2019,23,5.7449638921,5.84641,6.18519,52620,3002,21 390 | 2019,24,5.5732179109,5.74991,6.08869,52214,2894,16 391 | 2019,25,5.6465143188,5.65855,5.99733,51855,2915,13 392 | 2019,26,5.5556631359,5.57366,5.91244,51641,2854,15 393 | 2019,27,5.4431317503,5.49648,5.83526,51294,2779,13 394 | 2019,28,5.3013898185,5.42814,5.76692,50798,2683,10 395 | 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2009-11-13,10270.47 27 | 2009-11-16,10406.96 28 | 2009-11-17,10437.42 29 | 2009-11-18,10426.31 30 | 2009-11-19,10332.44 31 | 2009-11-20,10318.16 32 | 2009-11-23,10450.95 33 | 2009-11-24,10433.71 34 | 2009-11-25,10464.40 35 | 2009-11-26,. 36 | 2009-11-27,10309.92 37 | 2009-11-30,10344.84 38 | 2009-12-01,10471.58 39 | 2009-12-02,10452.68 40 | 2009-12-03,10366.15 41 | 2009-12-04,10388.90 42 | 2009-12-07,10390.11 43 | 2009-12-08,10285.97 44 | 2009-12-09,10337.05 45 | 2009-12-10,10405.83 46 | 2009-12-11,10471.50 47 | 2009-12-14,10501.05 48 | 2009-12-15,10452.00 49 | 2009-12-16,10441.12 50 | 2009-12-17,10308.26 51 | 2009-12-18,10328.89 52 | 2009-12-21,10414.14 53 | 2009-12-22,10464.93 54 | 2009-12-23,10466.44 55 | 2009-12-24,10520.10 56 | 2009-12-25,. 57 | 2009-12-28,10547.08 58 | 2009-12-29,10545.41 59 | 2009-12-30,10548.51 60 | 2009-12-31,10428.05 61 | 2010-01-01,. 62 | 2010-01-04,10583.96 63 | 2010-01-05,10572.02 64 | 2010-01-06,10573.68 65 | 2010-01-07,10606.86 66 | 2010-01-08,10618.19 67 | 2010-01-11,10663.99 68 | 2010-01-12,10627.26 69 | 2010-01-13,10680.77 70 | 2010-01-14,10710.55 71 | 2010-01-15,10609.65 72 | 2010-01-18,. 73 | 2010-01-19,10725.43 74 | 2010-01-20,10603.15 75 | 2010-01-21,10389.88 76 | 2010-01-22,10172.98 77 | 2010-01-25,10196.86 78 | 2010-01-26,10194.29 79 | 2010-01-27,10236.16 80 | 2010-01-28,10120.46 81 | 2010-01-29,10067.33 82 | 2010-02-01,10185.53 83 | 2010-02-02,10296.85 84 | 2010-02-03,10270.55 85 | 2010-02-04,10002.18 86 | 2010-02-05,10012.23 87 | 2010-02-08,9908.39 88 | 2010-02-09,10058.64 89 | 2010-02-10,10038.38 90 | 2010-02-11,10144.19 91 | 2010-02-12,10099.14 92 | 2010-02-15,. 93 | 2010-02-16,10268.81 94 | 2010-02-17,10309.24 95 | 2010-02-18,10392.90 96 | 2010-02-19,10402.35 97 | 2010-02-22,10383.38 98 | 2010-02-23,10282.41 99 | 2010-02-24,10374.16 100 | 2010-02-25,10321.03 101 | 2010-02-26,10325.26 102 | 2010-03-01,10403.79 103 | 2010-03-02,10405.98 104 | 2010-03-03,10396.76 105 | 2010-03-04,10444.14 106 | 2010-03-05,10566.20 107 | 2010-03-08,10552.52 108 | 2010-03-09,10564.38 109 | 2010-03-10,10567.33 110 | 2010-03-11,10611.84 111 | 2010-03-12,10624.69 112 | 2010-03-15,10642.15 113 | 2010-03-16,10685.98 114 | 2010-03-17,10733.67 115 | 2010-03-18,10779.17 116 | 2010-03-19,10741.98 117 | 2010-03-22,10785.89 118 | 2010-03-23,10888.83 119 | 2010-03-24,10836.15 120 | 2010-03-25,10841.21 121 | 2010-03-26,10850.36 122 | 2010-03-29,10895.86 123 | 2010-03-30,10907.42 124 | 2010-03-31,10856.63 125 | 2010-04-01,10927.07 126 | 2010-04-02,. 127 | 2010-04-05,10973.55 128 | 2010-04-06,10969.99 129 | 2010-04-07,10897.52 130 | 2010-04-08,10927.07 131 | 2010-04-09,10997.35 132 | 2010-04-12,11005.97 133 | 2010-04-13,11019.42 134 | 2010-04-14,11123.11 135 | 2010-04-15,11144.57 136 | 2010-04-16,11018.66 137 | 2010-04-19,11092.05 138 | 2010-04-20,11117.06 139 | 2010-04-21,11124.92 140 | 2010-04-22,11134.29 141 | 2010-04-23,11204.28 142 | 2010-04-26,11205.03 143 | 2010-04-27,10991.99 144 | 2010-04-28,11045.27 145 | 2010-04-29,11167.32 146 | 2010-04-30,11008.61 147 | 2010-05-03,11151.83 148 | 2010-05-04,10926.77 149 | 2010-05-05,10868.12 150 | 2010-05-06,10520.32 151 | 2010-05-07,10380.43 152 | 2010-05-10,10785.14 153 | 2010-05-11,10748.26 154 | 2010-05-12,10896.91 155 | 2010-05-13,10782.95 156 | 2010-05-14,10620.16 157 | 2010-05-17,10625.83 158 | 2010-05-18,10510.95 159 | 2010-05-19,10444.37 160 | 2010-05-20,10068.01 161 | 2010-05-21,10193.39 162 | 2010-05-24,10066.57 163 | 2010-05-25,10043.75 164 | 2010-05-26,9974.45 165 | 2010-05-27,10258.99 166 | 2010-05-28,10136.63 167 | 2010-05-31,. 168 | 2010-06-01,10024.02 169 | 2010-06-02,10249.54 170 | 2010-06-03,10255.28 171 | 2010-06-04,9931.97 172 | 2010-06-07,9816.49 173 | 2010-06-08,9939.98 174 | 2010-06-09,9899.25 175 | 2010-06-10,10172.53 176 | 2010-06-11,10211.07 177 | 2010-06-14,10190.89 178 | 2010-06-15,10404.77 179 | 2010-06-16,10409.46 180 | 2010-06-17,10434.17 181 | 2010-06-18,10450.64 182 | 2010-06-21,10442.41 183 | 2010-06-22,10293.52 184 | 2010-06-23,10298.44 185 | 2010-06-24,10152.80 186 | 2010-06-25,10143.81 187 | 2010-06-28,10138.52 188 | 2010-06-29,9870.30 189 | 2010-06-30,9774.02 190 | 2010-07-01,9732.53 191 | 2010-07-02,9686.48 192 | 2010-07-05,. 193 | 2010-07-06,9743.62 194 | 2010-07-07,10018.28 195 | 2010-07-08,10138.99 196 | 2010-07-09,10198.03 197 | 2010-07-12,10216.27 198 | 2010-07-13,10363.02 199 | 2010-07-14,10366.72 200 | 2010-07-15,10359.31 201 | 2010-07-16,10097.90 202 | 2010-07-19,10154.43 203 | 2010-07-20,10229.96 204 | 2010-07-21,10120.53 205 | 2010-07-22,10322.30 206 | 2010-07-23,10424.62 207 | 2010-07-26,10525.43 208 | 2010-07-27,10537.69 209 | 2010-07-28,10497.88 210 | 2010-07-29,10467.16 211 | 2010-07-30,10465.94 212 | 2010-08-02,10674.38 213 | 2010-08-03,10636.38 214 | 2010-08-04,10680.43 215 | 2010-08-05,10674.98 216 | 2010-08-06,10653.56 217 | 2010-08-09,10698.75 218 | 2010-08-10,10644.25 219 | 2010-08-11,10378.83 220 | 2010-08-12,10319.95 221 | 2010-08-13,10303.15 222 | 2010-08-16,10302.01 223 | 2010-08-17,10405.85 224 | 2010-08-18,10415.54 225 | 2010-08-19,10271.21 226 | 2010-08-20,10213.62 227 | 2010-08-23,10174.41 228 | 2010-08-24,10040.45 229 | 2010-08-25,10060.06 230 | 2010-08-26,9985.81 231 | 2010-08-27,10150.65 232 | 2010-08-30,10009.73 233 | 2010-08-31,10014.72 234 | 2010-09-01,10269.47 235 | 2010-09-02,10320.10 236 | 2010-09-03,10447.93 237 | 2010-09-06,. 238 | 2010-09-07,10340.69 239 | 2010-09-08,10387.01 240 | 2010-09-09,10415.24 241 | 2010-09-10,10462.77 242 | 2010-09-13,10544.13 243 | 2010-09-14,10526.49 244 | 2010-09-15,10572.73 245 | 2010-09-16,10594.83 246 | 2010-09-17,10607.85 247 | 2010-09-20,10753.62 248 | 2010-09-21,10761.03 249 | 2010-09-22,10739.31 250 | 2010-09-23,10662.42 251 | 2010-09-24,10860.26 252 | 2010-09-27,10812.04 253 | 2010-09-28,10858.14 254 | 2010-09-29,10835.28 255 | 2010-09-30,10788.05 256 | 2010-10-01,10829.68 257 | 2010-10-04,10751.27 258 | 2010-10-05,10944.72 259 | 2010-10-06,10967.65 260 | 2010-10-07,10948.58 261 | 2010-10-08,11006.48 262 | 2010-10-11,11010.34 263 | 2010-10-12,11020.40 264 | 2010-10-13,11096.08 265 | 2010-10-14,11094.57 266 | 2010-10-15,11062.78 267 | 2010-10-18,11143.69 268 | 2010-10-19,10978.62 269 | 2010-10-20,11107.97 270 | 2010-10-21,11146.57 271 | 2010-10-22,11132.56 272 | 2010-10-25,11164.05 273 | 2010-10-26,11169.46 274 | 2010-10-27,11126.28 275 | 2010-10-28,11113.95 276 | 2010-10-29,11118.49 277 | 2010-11-01,11124.62 278 | 2010-11-02,11188.72 279 | 2010-11-03,11215.13 280 | 2010-11-04,11434.84 281 | 2010-11-05,11444.08 282 | 2010-11-08,11406.84 283 | 2010-11-09,11346.75 284 | 2010-11-10,11357.04 285 | 2010-11-11,11283.10 286 | 2010-11-12,11192.58 287 | 2010-11-15,11201.97 288 | 2010-11-16,11023.50 289 | 2010-11-17,11007.88 290 | 2010-11-18,11181.23 291 | 2010-11-19,11203.55 292 | 2010-11-22,11178.58 293 | 2010-11-23,11036.37 294 | 2010-11-24,11187.28 295 | 2010-11-25,. 296 | 2010-11-26,11092.00 297 | 2010-11-29,11052.49 298 | 2010-11-30,11006.02 299 | 2010-12-01,11255.78 300 | 2010-12-02,11362.41 301 | 2010-12-03,11382.09 302 | 2010-12-06,11362.19 303 | 2010-12-07,11359.16 304 | 2010-12-08,11372.48 305 | 2010-12-09,11370.06 306 | 2010-12-10,11410.32 307 | 2010-12-13,11428.56 308 | 2010-12-14,11476.54 309 | 2010-12-15,11457.47 310 | 2010-12-16,11499.25 311 | 2010-12-17,11491.91 312 | 2010-12-20,11478.13 313 | 2010-12-21,11533.16 314 | 2010-12-22,11559.49 315 | 2010-12-23,11573.49 316 | 2010-12-24,. 317 | 2010-12-27,11555.03 318 | 2010-12-28,11575.54 319 | 2010-12-29,11585.38 320 | 2010-12-30,11569.71 321 | 2010-12-31,11577.51 322 | 2011-01-03,11670.75 323 | 2011-01-04,11691.18 324 | 2011-01-05,11722.89 325 | 2011-01-06,11697.31 326 | 2011-01-07,11674.76 327 | 2011-01-10,11637.45 328 | 2011-01-11,11671.88 329 | 2011-01-12,11755.44 330 | 2011-01-13,11731.90 331 | 2011-01-14,11787.38 332 | 2011-01-17,. 333 | 2011-01-18,11837.93 334 | 2011-01-19,11825.29 335 | 2011-01-20,11822.80 336 | 2011-01-21,11871.84 337 | 2011-01-24,11980.52 338 | 2011-01-25,11977.19 339 | 2011-01-26,11985.44 340 | 2011-01-27,11989.83 341 | 2011-01-28,11823.70 342 | 2011-01-31,11891.93 343 | 2011-02-01,12040.16 344 | 2011-02-02,12041.97 345 | 2011-02-03,12062.26 346 | 2011-02-04,12092.15 347 | 2011-02-07,12161.63 348 | 2011-02-08,12233.15 349 | 2011-02-09,12239.89 350 | 2011-02-10,12229.29 351 | 2011-02-11,12273.26 352 | 2011-02-14,12268.19 353 | 2011-02-15,12226.64 354 | 2011-02-16,12288.17 355 | 2011-02-17,12318.14 356 | 2011-02-18,12391.25 357 | 2011-02-21,. 358 | 2011-02-22,12212.79 359 | 2011-02-23,12105.78 360 | 2011-02-24,12068.50 361 | 2011-02-25,12130.45 362 | 2011-02-28,12226.34 363 | 2011-03-01,12058.02 364 | 2011-03-02,12066.80 365 | 2011-03-03,12258.20 366 | 2011-03-04,12169.88 367 | 2011-03-07,12090.03 368 | 2011-03-08,12214.38 369 | 2011-03-09,12213.09 370 | 2011-03-10,11984.61 371 | 2011-03-11,12044.40 372 | 2011-03-14,11993.16 373 | 2011-03-15,11855.42 374 | 2011-03-16,11613.30 375 | 2011-03-17,11774.59 376 | 2011-03-18,11858.52 377 | 2011-03-21,12036.53 378 | 2011-03-22,12018.63 379 | 2011-03-23,12086.02 380 | 2011-03-24,12170.56 381 | 2011-03-25,12220.59 382 | 2011-03-28,12197.88 383 | 2011-03-29,12279.01 384 | 2011-03-30,12350.61 385 | 2011-03-31,12319.73 386 | 2011-04-01,12376.72 387 | 2011-04-04,12400.03 388 | 2011-04-05,12393.90 389 | 2011-04-06,12426.75 390 | 2011-04-07,12409.49 391 | 2011-04-08,12380.05 392 | 2011-04-11,12381.11 393 | 2011-04-12,12263.58 394 | 2011-04-13,12270.99 395 | 2011-04-14,12285.15 396 | 2011-04-15,12341.83 397 | 2011-04-18,12201.59 398 | 2011-04-19,12266.75 399 | 2011-04-20,12453.54 400 | 2011-04-21,12505.99 401 | 2011-04-22,. 402 | 2011-04-25,12479.88 403 | 2011-04-26,12595.37 404 | 2011-04-27,12690.96 405 | 2011-04-28,12763.31 406 | 2011-04-29,12810.54 407 | 2011-05-02,12807.36 408 | 2011-05-03,12807.51 409 | 2011-05-04,12723.58 410 | 2011-05-05,12584.17 411 | 2011-05-06,12638.74 412 | 2011-05-09,12684.68 413 | 2011-05-10,12760.36 414 | 2011-05-11,12630.03 415 | 2011-05-12,12695.92 416 | 2011-05-13,12595.75 417 | 2011-05-16,12548.37 418 | 2011-05-17,12479.58 419 | 2011-05-18,12560.18 420 | 2011-05-19,12605.32 421 | 2011-05-20,12512.04 422 | 2011-05-23,12381.26 423 | 2011-05-24,12356.21 424 | 2011-05-25,12394.66 425 | 2011-05-26,12402.76 426 | 2011-05-27,12441.58 427 | 2011-05-30,. 428 | 2011-05-31,12569.79 429 | 2011-06-01,12290.14 430 | 2011-06-02,12248.55 431 | 2011-06-03,12151.26 432 | 2011-06-06,12089.96 433 | 2011-06-07,12070.81 434 | 2011-06-08,12048.94 435 | 2011-06-09,12124.36 436 | 2011-06-10,11951.91 437 | 2011-06-13,11952.97 438 | 2011-06-14,12076.11 439 | 2011-06-15,11897.27 440 | 2011-06-16,11961.52 441 | 2011-06-17,12004.36 442 | 2011-06-20,12080.38 443 | 2011-06-21,12190.01 444 | 2011-06-22,12109.67 445 | 2011-06-23,12050.00 446 | 2011-06-24,11934.58 447 | 2011-06-27,12043.56 448 | 2011-06-28,12188.69 449 | 2011-06-29,12261.42 450 | 2011-06-30,12414.34 451 | 2011-07-01,12582.77 452 | 2011-07-04,. 453 | 2011-07-05,12569.87 454 | 2011-07-06,12626.02 455 | 2011-07-07,12719.49 456 | 2011-07-08,12657.20 457 | 2011-07-11,12505.76 458 | 2011-07-12,12446.88 459 | 2011-07-13,12491.61 460 | 2011-07-14,12437.12 461 | 2011-07-15,12479.73 462 | 2011-07-18,12385.16 463 | 2011-07-19,12587.42 464 | 2011-07-20,12571.91 465 | 2011-07-21,12724.41 466 | 2011-07-22,12681.16 467 | 2011-07-25,12592.80 468 | 2011-07-26,12501.30 469 | 2011-07-27,12302.55 470 | 2011-07-28,12240.11 471 | 2011-07-29,12143.24 472 | 2011-08-01,12132.49 473 | 2011-08-02,11866.62 474 | 2011-08-03,11896.44 475 | 2011-08-04,11383.68 476 | 2011-08-05,11444.61 477 | 2011-08-08,10809.85 478 | 2011-08-09,11239.77 479 | 2011-08-10,10719.94 480 | 2011-08-11,11143.31 481 | 2011-08-12,11269.02 482 | 2011-08-15,11482.90 483 | 2011-08-16,11405.93 484 | 2011-08-17,11410.21 485 | 2011-08-18,10990.58 486 | 2011-08-19,10817.65 487 | 2011-08-22,10854.65 488 | 2011-08-23,11176.76 489 | 2011-08-24,11320.71 490 | 2011-08-25,11149.82 491 | 2011-08-26,11284.54 492 | 2011-08-29,11539.25 493 | 2011-08-30,11559.95 494 | 2011-08-31,11613.53 495 | 2011-09-01,11493.57 496 | 2011-09-02,11240.26 497 | 2011-09-05,. 498 | 2011-09-06,11139.30 499 | 2011-09-07,11414.86 500 | 2011-09-08,11295.81 501 | 2011-09-09,10992.13 502 | 2011-09-12,11061.12 503 | 2011-09-13,11105.85 504 | 2011-09-14,11246.73 505 | 2011-09-15,11433.18 506 | 2011-09-16,11509.09 507 | 2011-09-19,11401.01 508 | 2011-09-20,11408.66 509 | 2011-09-21,11124.84 510 | 2011-09-22,10733.83 511 | 2011-09-23,10771.48 512 | 2011-09-26,11043.86 513 | 2011-09-27,11190.69 514 | 2011-09-28,11010.90 515 | 2011-09-29,11153.98 516 | 2011-09-30,10913.38 517 | 2011-10-03,10655.30 518 | 2011-10-04,10808.71 519 | 2011-10-05,10939.95 520 | 2011-10-06,11123.33 521 | 2011-10-07,11103.12 522 | 2011-10-10,11433.18 523 | 2011-10-11,11416.30 524 | 2011-10-12,11518.85 525 | 2011-10-13,11478.13 526 | 2011-10-14,11644.49 527 | 2011-10-17,11397.00 528 | 2011-10-18,11577.05 529 | 2011-10-19,11504.62 530 | 2011-10-20,11541.78 531 | 2011-10-21,11808.79 532 | 2011-10-24,11913.62 533 | 2011-10-25,11706.62 534 | 2011-10-26,11869.04 535 | 2011-10-27,12208.55 536 | 2011-10-28,12231.11 537 | 2011-10-31,11955.01 538 | 2011-11-01,11657.96 539 | 2011-11-02,11836.04 540 | 2011-11-03,12044.47 541 | 2011-11-04,11983.24 542 | 2011-11-07,12068.39 543 | 2011-11-08,12170.18 544 | 2011-11-09,11780.94 545 | 2011-11-10,11893.79 546 | 2011-11-11,12153.68 547 | 2011-11-14,12078.98 548 | 2011-11-15,12096.16 549 | 2011-11-16,11905.59 550 | 2011-11-17,11770.73 551 | 2011-11-18,11796.16 552 | 2011-11-21,11547.31 553 | 2011-11-22,11493.72 554 | 2011-11-23,11257.55 555 | 2011-11-24,. 556 | 2011-11-25,11231.78 557 | 2011-11-28,11523.01 558 | 2011-11-29,11555.63 559 | 2011-11-30,12045.68 560 | 2011-12-01,12020.03 561 | 2011-12-02,12019.42 562 | 2011-12-05,12097.83 563 | 2011-12-06,12150.13 564 | 2011-12-07,12196.37 565 | 2011-12-08,11997.70 566 | 2011-12-09,12184.26 567 | 2011-12-12,12021.39 568 | 2011-12-13,11954.94 569 | 2011-12-14,11823.48 570 | 2011-12-15,11868.81 571 | 2011-12-16,11866.39 572 | 2011-12-19,11766.26 573 | 2011-12-20,12103.58 574 | 2011-12-21,12107.74 575 | 2011-12-22,12169.65 576 | 2011-12-23,12294.00 577 | 2011-12-26,. 578 | 2011-12-27,12291.35 579 | 2011-12-28,12151.41 580 | 2011-12-29,12287.04 581 | 2011-12-30,12217.56 582 | 2012-01-02,. 583 | 2012-01-03,12397.38 584 | 2012-01-04,12418.42 585 | 2012-01-05,12415.70 586 | 2012-01-06,12359.92 587 | 2012-01-09,12392.69 588 | 2012-01-10,12462.47 589 | 2012-01-11,12449.45 590 | 2012-01-12,12471.02 591 | 2012-01-13,12422.06 592 | 2012-01-16,. 593 | 2012-01-17,12482.07 594 | 2012-01-18,12578.95 595 | 2012-01-19,12623.98 596 | 2012-01-20,12720.48 597 | 2012-01-23,12708.82 598 | 2012-01-24,12675.75 599 | 2012-01-25,12756.96 600 | 2012-01-26,12734.63 601 | 2012-01-27,12660.46 602 | 2012-01-30,12653.72 603 | 2012-01-31,12632.91 604 | 2012-02-01,12716.46 605 | 2012-02-02,12705.41 606 | 2012-02-03,12862.23 607 | 2012-02-06,12845.13 608 | 2012-02-07,12878.20 609 | 2012-02-08,12883.95 610 | 2012-02-09,12890.46 611 | 2012-02-10,12801.23 612 | 2012-02-13,12874.04 613 | 2012-02-14,12878.28 614 | 2012-02-15,12780.95 615 | 2012-02-16,12904.08 616 | 2012-02-17,12949.87 617 | 2012-02-20,. 618 | 2012-02-21,12965.69 619 | 2012-02-22,12938.67 620 | 2012-02-23,12984.69 621 | 2012-02-24,12982.95 622 | 2012-02-27,12981.51 623 | 2012-02-28,13005.12 624 | 2012-02-29,12952.07 625 | 2012-03-01,12980.30 626 | 2012-03-02,12977.57 627 | 2012-03-05,12962.81 628 | 2012-03-06,12759.15 629 | 2012-03-07,12837.33 630 | 2012-03-08,12907.94 631 | 2012-03-09,12922.02 632 | 2012-03-12,12959.71 633 | 2012-03-13,13177.68 634 | 2012-03-14,13194.10 635 | 2012-03-15,13252.76 636 | 2012-03-16,13232.62 637 | 2012-03-19,13239.13 638 | 2012-03-20,13170.19 639 | 2012-03-21,13124.62 640 | 2012-03-22,13046.14 641 | 2012-03-23,13080.73 642 | 2012-03-26,13241.63 643 | 2012-03-27,13197.73 644 | 2012-03-28,13126.21 645 | 2012-03-29,13145.82 646 | 2012-03-30,13212.04 647 | 2012-04-02,13264.49 648 | 2012-04-03,13199.55 649 | 2012-04-04,13074.75 650 | 2012-04-05,13060.14 651 | 2012-04-06,. 652 | 2012-04-09,12929.59 653 | 2012-04-10,12715.93 654 | 2012-04-11,12805.39 655 | 2012-04-12,12986.58 656 | 2012-04-13,12849.59 657 | 2012-04-16,12921.41 658 | 2012-04-17,13115.54 659 | 2012-04-18,13032.75 660 | 2012-04-19,12964.10 661 | 2012-04-20,13029.26 662 | 2012-04-23,12927.17 663 | 2012-04-24,13001.56 664 | 2012-04-25,13090.72 665 | 2012-04-26,13204.62 666 | 2012-04-27,13228.31 667 | 2012-04-30,13213.63 668 | 2012-05-01,13279.32 669 | 2012-05-02,13268.57 670 | 2012-05-03,13206.59 671 | 2012-05-04,13038.27 672 | 2012-05-07,13008.53 673 | 2012-05-08,12932.09 674 | 2012-05-09,12835.06 675 | 2012-05-10,12855.04 676 | 2012-05-11,12820.60 677 | 2012-05-14,12695.35 678 | 2012-05-15,12632.00 679 | 2012-05-16,12598.55 680 | 2012-05-17,12442.49 681 | 2012-05-18,12369.38 682 | 2012-05-21,12504.48 683 | 2012-05-22,12502.81 684 | 2012-05-23,12496.15 685 | 2012-05-24,12529.75 686 | 2012-05-25,12454.83 687 | 2012-05-28,. 688 | 2012-05-29,12580.69 689 | 2012-05-30,12419.86 690 | 2012-05-31,12393.45 691 | 2012-06-01,12118.57 692 | 2012-06-04,12101.46 693 | 2012-06-05,12127.95 694 | 2012-06-06,12414.79 695 | 2012-06-07,12460.96 696 | 2012-06-08,12554.20 697 | 2012-06-11,12411.23 698 | 2012-06-12,12573.80 699 | 2012-06-13,12496.38 700 | 2012-06-14,12651.91 701 | 2012-06-15,12767.17 702 | 2012-06-18,12741.82 703 | 2012-06-19,12837.33 704 | 2012-06-20,12824.39 705 | 2012-06-21,12573.57 706 | 2012-06-22,12640.78 707 | 2012-06-25,12502.66 708 | 2012-06-26,12534.67 709 | 2012-06-27,12627.01 710 | 2012-06-28,12602.26 711 | 2012-06-29,12880.09 712 | 2012-07-02,12871.39 713 | 2012-07-03,12943.82 714 | 2012-07-04,. 715 | 2012-07-05,12896.67 716 | 2012-07-06,12772.47 717 | 2012-07-09,12736.29 718 | 2012-07-10,12653.12 719 | 2012-07-11,12604.53 720 | 2012-07-12,12573.27 721 | 2012-07-13,12777.09 722 | 2012-07-16,12727.21 723 | 2012-07-17,12805.54 724 | 2012-07-18,12908.70 725 | 2012-07-19,12943.36 726 | 2012-07-20,12822.57 727 | 2012-07-23,12721.46 728 | 2012-07-24,12617.32 729 | 2012-07-25,12676.05 730 | 2012-07-26,12887.93 731 | 2012-07-27,13075.66 732 | 2012-07-30,13073.01 733 | 2012-07-31,13008.68 734 | 2012-08-01,12971.06 735 | 2012-08-02,12878.88 736 | 2012-08-03,13096.17 737 | 2012-08-06,13117.51 738 | 2012-08-07,13168.60 739 | 2012-08-08,13175.64 740 | 2012-08-09,13165.19 741 | 2012-08-10,13207.95 742 | 2012-08-13,13169.43 743 | 2012-08-14,13172.14 744 | 2012-08-15,13164.78 745 | 2012-08-16,13250.11 746 | 2012-08-17,13275.20 747 | 2012-08-20,13271.64 748 | 2012-08-21,13203.58 749 | 2012-08-22,13172.76 750 | 2012-08-23,13057.46 751 | 2012-08-24,13157.97 752 | 2012-08-27,13124.67 753 | 2012-08-28,13102.99 754 | 2012-08-29,13107.48 755 | 2012-08-30,13000.71 756 | 2012-08-31,13090.84 757 | 2012-09-03,. 758 | 2012-09-04,13035.94 759 | 2012-09-05,13047.48 760 | 2012-09-06,13292.00 761 | 2012-09-07,13306.64 762 | 2012-09-10,13254.29 763 | 2012-09-11,13323.36 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2013-09-25,15273.26 1035 | 2013-09-26,15328.30 1036 | 2013-09-27,15258.24 1037 | 2013-09-30,15129.67 1038 | 2013-10-01,15191.70 1039 | 2013-10-02,15133.14 1040 | 2013-10-03,14996.48 1041 | 2013-10-04,15072.58 1042 | 2013-10-07,14936.24 1043 | 2013-10-08,14776.53 1044 | 2013-10-09,14802.98 1045 | 2013-10-10,15126.07 1046 | 2013-10-11,15237.11 1047 | 2013-10-14,15301.26 1048 | 2013-10-15,15168.01 1049 | 2013-10-16,15373.83 1050 | 2013-10-17,15371.65 1051 | 2013-10-18,15399.65 1052 | 2013-10-21,15392.20 1053 | 2013-10-22,15467.66 1054 | 2013-10-23,15413.33 1055 | 2013-10-24,15509.21 1056 | 2013-10-25,15570.28 1057 | 2013-10-28,15568.93 1058 | 2013-10-29,15680.35 1059 | 2013-10-30,15618.76 1060 | 2013-10-31,15545.75 1061 | 2013-11-01,15615.55 1062 | 2013-11-04,15639.12 1063 | 2013-11-05,15618.22 1064 | 2013-11-06,15746.88 1065 | 2013-11-07,15593.98 1066 | 2013-11-08,15761.78 1067 | 2013-11-11,15783.10 1068 | 2013-11-12,15750.67 1069 | 2013-11-13,15821.63 1070 | 2013-11-14,15876.22 1071 | 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2149 | 2018-01-03,24922.68 2150 | 2018-01-04,25075.13 2151 | 2018-01-05,25295.87 2152 | 2018-01-08,25283.00 2153 | 2018-01-09,25385.80 2154 | 2018-01-10,25369.13 2155 | 2018-01-11,25574.73 2156 | 2018-01-12,25803.19 2157 | 2018-01-15,. 2158 | 2018-01-16,25792.86 2159 | 2018-01-17,26115.65 2160 | 2018-01-18,26017.81 2161 | 2018-01-19,26071.72 2162 | 2018-01-22,26214.60 2163 | 2018-01-23,26210.81 2164 | 2018-01-24,26252.12 2165 | 2018-01-25,26392.79 2166 | 2018-01-26,26616.71 2167 | 2018-01-29,26439.48 2168 | 2018-01-30,26076.89 2169 | 2018-01-31,26149.39 2170 | 2018-02-01,26186.71 2171 | 2018-02-02,25520.96 2172 | 2018-02-05,24345.75 2173 | 2018-02-06,24912.77 2174 | 2018-02-07,24893.35 2175 | 2018-02-08,23860.46 2176 | 2018-02-09,24190.90 2177 | 2018-02-12,24601.27 2178 | 2018-02-13,24640.45 2179 | 2018-02-14,24893.49 2180 | 2018-02-15,25200.37 2181 | 2018-02-16,25219.38 2182 | 2018-02-19,. 2183 | 2018-02-20,24964.75 2184 | 2018-02-21,24797.78 2185 | 2018-02-22,24962.48 2186 | 2018-02-23,25309.99 2187 | 2018-02-26,25709.27 2188 | 2018-02-27,25410.03 2189 | 2018-02-28,25029.20 2190 | 2018-03-01,24608.98 2191 | 2018-03-02,24538.06 2192 | 2018-03-05,24874.76 2193 | 2018-03-06,24884.12 2194 | 2018-03-07,24801.36 2195 | 2018-03-08,24895.21 2196 | 2018-03-09,25335.74 2197 | 2018-03-12,25178.61 2198 | 2018-03-13,25007.03 2199 | 2018-03-14,24758.12 2200 | 2018-03-15,24873.66 2201 | 2018-03-16,24946.51 2202 | 2018-03-19,24610.91 2203 | 2018-03-20,24727.27 2204 | 2018-03-21,24682.31 2205 | 2018-03-22,23957.89 2206 | 2018-03-23,23533.20 2207 | 2018-03-26,24202.60 2208 | 2018-03-27,23857.71 2209 | 2018-03-28,23848.42 2210 | 2018-03-29,24103.11 2211 | 2018-03-30,. 2212 | 2018-04-02,23644.19 2213 | 2018-04-03,24033.36 2214 | 2018-04-04,24264.30 2215 | 2018-04-05,24505.22 2216 | 2018-04-06,23932.76 2217 | 2018-04-09,23979.10 2218 | 2018-04-10,24408.00 2219 | 2018-04-11,24189.45 2220 | 2018-04-12,24483.05 2221 | 2018-04-13,24360.14 2222 | 2018-04-16,24573.04 2223 | 2018-04-17,24786.63 2224 | 2018-04-18,24748.07 2225 | 2018-04-19,24664.89 2226 | 2018-04-20,24462.94 2227 | 2018-04-23,24448.69 2228 | 2018-04-24,24024.13 2229 | 2018-04-25,24083.83 2230 | 2018-04-26,24322.34 2231 | 2018-04-27,24311.19 2232 | 2018-04-30,24163.15 2233 | 2018-05-01,24099.05 2234 | 2018-05-02,23924.98 2235 | 2018-05-03,23930.15 2236 | 2018-05-04,24262.51 2237 | 2018-05-07,24357.32 2238 | 2018-05-08,24360.21 2239 | 2018-05-09,24542.54 2240 | 2018-05-10,24739.53 2241 | 2018-05-11,24831.17 2242 | 2018-05-14,24899.41 2243 | 2018-05-15,24706.41 2244 | 2018-05-16,24768.93 2245 | 2018-05-17,24713.98 2246 | 2018-05-18,24715.09 2247 | 2018-05-21,25013.29 2248 | 2018-05-22,24834.41 2249 | 2018-05-23,24886.81 2250 | 2018-05-24,24811.76 2251 | 2018-05-25,24753.09 2252 | 2018-05-28,. 2253 | 2018-05-29,24361.45 2254 | 2018-05-30,24667.78 2255 | 2018-05-31,24415.84 2256 | 2018-06-01,24635.21 2257 | 2018-06-04,24813.69 2258 | 2018-06-05,24799.98 2259 | 2018-06-06,25146.39 2260 | 2018-06-07,25241.41 2261 | 2018-06-08,25316.53 2262 | 2018-06-11,25322.31 2263 | 2018-06-12,25320.73 2264 | 2018-06-13,25201.20 2265 | 2018-06-14,25175.31 2266 | 2018-06-15,25090.48 2267 | 2018-06-18,24987.47 2268 | 2018-06-19,24700.21 2269 | 2018-06-20,24657.80 2270 | 2018-06-21,24461.70 2271 | 2018-06-22,24580.89 2272 | 2018-06-25,24252.80 2273 | 2018-06-26,24283.11 2274 | 2018-06-27,24117.59 2275 | 2018-06-28,24216.05 2276 | 2018-06-29,24271.41 2277 | 2018-07-02,24307.18 2278 | 2018-07-03,24174.82 2279 | 2018-07-04,. 2280 | 2018-07-05,24356.74 2281 | 2018-07-06,24456.48 2282 | 2018-07-09,24776.59 2283 | 2018-07-10,24919.66 2284 | 2018-07-11,24700.45 2285 | 2018-07-12,24924.89 2286 | 2018-07-13,25019.41 2287 | 2018-07-16,25064.36 2288 | 2018-07-17,25119.89 2289 | 2018-07-18,25199.29 2290 | 2018-07-19,25064.50 2291 | 2018-07-20,25058.12 2292 | 2018-07-23,25044.29 2293 | 2018-07-24,25241.94 2294 | 2018-07-25,25414.10 2295 | 2018-07-26,25527.07 2296 | 2018-07-27,25451.06 2297 | 2018-07-30,25306.83 2298 | 2018-07-31,25415.19 2299 | 2018-08-01,25333.82 2300 | 2018-08-02,25326.16 2301 | 2018-08-03,25462.58 2302 | 2018-08-06,25502.18 2303 | 2018-08-07,25628.91 2304 | 2018-08-08,25583.75 2305 | 2018-08-09,25509.23 2306 | 2018-08-10,25313.14 2307 | 2018-08-13,25187.70 2308 | 2018-08-14,25299.92 2309 | 2018-08-15,25162.41 2310 | 2018-08-16,25558.73 2311 | 2018-08-17,25669.32 2312 | 2018-08-20,25758.69 2313 | 2018-08-21,25822.29 2314 | 2018-08-22,25733.60 2315 | 2018-08-23,25656.98 2316 | 2018-08-24,25790.35 2317 | 2018-08-27,26049.64 2318 | 2018-08-28,26064.02 2319 | 2018-08-29,26124.57 2320 | 2018-08-30,25986.92 2321 | 2018-08-31,25964.82 2322 | 2018-09-03,. 2323 | 2018-09-04,25952.48 2324 | 2018-09-05,25974.99 2325 | 2018-09-06,25995.87 2326 | 2018-09-07,25916.54 2327 | 2018-09-10,25857.07 2328 | 2018-09-11,25971.06 2329 | 2018-09-12,25998.92 2330 | 2018-09-13,26145.99 2331 | 2018-09-14,26154.67 2332 | 2018-09-17,26062.12 2333 | 2018-09-18,26246.96 2334 | 2018-09-19,26405.76 2335 | 2018-09-20,26656.98 2336 | 2018-09-21,26743.50 2337 | 2018-09-24,26562.05 2338 | 2018-09-25,26492.21 2339 | 2018-09-26,26385.28 2340 | 2018-09-27,26439.93 2341 | 2018-09-28,26458.31 2342 | 2018-10-01,26651.21 2343 | 2018-10-02,26773.94 2344 | 2018-10-03,26828.39 2345 | 2018-10-04,26627.48 2346 | 2018-10-05,26447.05 2347 | 2018-10-08,. 2348 | 2018-10-09,26430.57 2349 | 2018-10-10,25598.74 2350 | 2018-10-11,25052.83 2351 | 2018-10-12,25339.99 2352 | 2018-10-15,25250.55 2353 | 2018-10-16,25798.42 2354 | 2018-10-17,25706.68 2355 | 2018-10-18,25379.45 2356 | 2018-10-19,25444.34 2357 | 2018-10-22,25317.41 2358 | 2018-10-23,25191.43 2359 | 2018-10-24,24583.42 2360 | 2018-10-25,24984.55 2361 | 2018-10-26,24688.31 2362 | 2018-10-29,24442.92 2363 | 2018-10-30,24874.64 2364 | 2018-10-31,25115.76 2365 | 2018-11-01,25380.74 2366 | 2018-11-02,25270.83 2367 | 2018-11-05,25461.70 2368 | 2018-11-06,25635.01 2369 | 2018-11-07,26180.30 2370 | 2018-11-08,26191.22 2371 | 2018-11-09,25989.30 2372 | 2018-11-12,. 2373 | 2018-11-13,25286.49 2374 | 2018-11-14,25080.50 2375 | 2018-11-15,25289.27 2376 | 2018-11-16,25413.22 2377 | 2018-11-19,25017.44 2378 | 2018-11-20,24465.64 2379 | 2018-11-21,24464.69 2380 | 2018-11-22,. 2381 | 2018-11-23,24285.95 2382 | 2018-11-26,24640.24 2383 | 2018-11-27,24748.73 2384 | 2018-11-28,25366.43 2385 | 2018-11-29,25338.84 2386 | 2018-11-30,25538.46 2387 | 2018-12-03,25826.43 2388 | 2018-12-04,25027.07 2389 | 2018-12-05,. 2390 | 2018-12-06,24947.67 2391 | 2018-12-07,24388.95 2392 | 2018-12-10,24423.26 2393 | 2018-12-11,24370.24 2394 | 2018-12-12,24527.27 2395 | 2018-12-13,24597.38 2396 | 2018-12-14,24100.51 2397 | 2018-12-17,23592.98 2398 | 2018-12-18,23675.64 2399 | 2018-12-19,23323.66 2400 | 2018-12-20,22859.60 2401 | 2018-12-21,22445.37 2402 | 2018-12-24,21792.20 2403 | 2018-12-25,. 2404 | 2018-12-26,22878.45 2405 | 2018-12-27,23138.82 2406 | 2018-12-28,23062.40 2407 | 2018-12-31,23327.46 2408 | 2019-01-01,. 2409 | 2019-01-02,23346.24 2410 | 2019-01-03,22686.22 2411 | 2019-01-04,23433.16 2412 | 2019-01-07,23531.35 2413 | 2019-01-08,23787.45 2414 | 2019-01-09,23879.12 2415 | 2019-01-10,24001.92 2416 | 2019-01-11,23995.95 2417 | 2019-01-14,23909.84 2418 | 2019-01-15,24065.59 2419 | 2019-01-16,24207.16 2420 | 2019-01-17,24370.10 2421 | 2019-01-18,24706.35 2422 | 2019-01-21,. 2423 | 2019-01-22,24404.48 2424 | 2019-01-23,24575.62 2425 | 2019-01-24,24553.24 2426 | 2019-01-25,24737.20 2427 | 2019-01-28,24528.22 2428 | 2019-01-29,24579.96 2429 | 2019-01-30,25014.86 2430 | 2019-01-31,24999.67 2431 | 2019-02-01,25063.89 2432 | 2019-02-04,25239.37 2433 | 2019-02-05,25411.52 2434 | 2019-02-06,25390.30 2435 | 2019-02-07,25169.53 2436 | 2019-02-08,25106.33 2437 | 2019-02-11,25053.11 2438 | 2019-02-12,25425.76 2439 | 2019-02-13,25543.27 2440 | 2019-02-14,25439.39 2441 | 2019-02-15,25883.25 2442 | 2019-02-18,. 2443 | 2019-02-19,25891.32 2444 | 2019-02-20,25954.44 2445 | 2019-02-21,25850.63 2446 | 2019-02-22,26031.81 2447 | 2019-02-25,26091.95 2448 | 2019-02-26,26057.98 2449 | 2019-02-27,25985.16 2450 | 2019-02-28,25916.00 2451 | 2019-03-01,26026.32 2452 | 2019-03-04,25819.65 2453 | 2019-03-05,25806.63 2454 | 2019-03-06,25673.46 2455 | 2019-03-07,25473.23 2456 | 2019-03-08,25450.24 2457 | 2019-03-11,25650.88 2458 | 2019-03-12,25554.66 2459 | 2019-03-13,25702.89 2460 | 2019-03-14,25709.94 2461 | 2019-03-15,25848.87 2462 | 2019-03-18,25914.10 2463 | 2019-03-19,25887.38 2464 | 2019-03-20,25745.67 2465 | 2019-03-21,25962.51 2466 | 2019-03-22,25502.32 2467 | 2019-03-25,25516.83 2468 | 2019-03-26,25657.73 2469 | 2019-03-27,25625.59 2470 | 2019-03-28,25717.46 2471 | 2019-03-29,25928.68 2472 | 2019-04-01,26258.42 2473 | 2019-04-02,26179.13 2474 | 2019-04-03,26218.13 2475 | 2019-04-04,26384.63 2476 | 2019-04-05,26424.99 2477 | 2019-04-08,26341.02 2478 | 2019-04-09,26150.58 2479 | 2019-04-10,26157.16 2480 | 2019-04-11,26143.05 2481 | 2019-04-12,26412.30 2482 | 2019-04-15,26384.77 2483 | 2019-04-16,26452.66 2484 | 2019-04-17,26449.54 2485 | 2019-04-18,26559.54 2486 | 2019-04-19,. 2487 | 2019-04-22,26511.05 2488 | 2019-04-23,26656.39 2489 | 2019-04-24,26597.05 2490 | 2019-04-25,26462.08 2491 | 2019-04-26,26543.33 2492 | 2019-04-29,26554.39 2493 | 2019-04-30,26592.91 2494 | 2019-05-01,26430.14 2495 | 2019-05-02,26307.79 2496 | 2019-05-03,26504.95 2497 | 2019-05-06,26438.48 2498 | 2019-05-07,25965.09 2499 | 2019-05-08,25967.33 2500 | 2019-05-09,25828.36 2501 | 2019-05-10,25942.37 2502 | 2019-05-13,25324.99 2503 | 2019-05-14,25532.05 2504 | 2019-05-15,25648.02 2505 | 2019-05-16,25862.68 2506 | 2019-05-17,25764.00 2507 | 2019-05-20,25679.90 2508 | 2019-05-21,25877.33 2509 | 2019-05-22,25776.61 2510 | 2019-05-23,25490.47 2511 | 2019-05-24,25585.69 2512 | 2019-05-27,. 2513 | 2019-05-28,25347.77 2514 | 2019-05-29,25126.41 2515 | 2019-05-30,25169.88 2516 | 2019-05-31,24815.04 2517 | 2019-06-03,24819.78 2518 | 2019-06-04,25332.18 2519 | 2019-06-05,25539.57 2520 | 2019-06-06,25720.66 2521 | 2019-06-07,25983.94 2522 | 2019-06-10,26062.68 2523 | 2019-06-11,26048.51 2524 | 2019-06-12,26004.83 2525 | 2019-06-13,26106.77 2526 | 2019-06-14,26089.61 2527 | 2019-06-17,26112.53 2528 | 2019-06-18,26465.54 2529 | 2019-06-19,26504.00 2530 | 2019-06-20,26753.17 2531 | 2019-06-21,26719.13 2532 | 2019-06-24,26727.54 2533 | 2019-06-25,26548.22 2534 | 2019-06-26,26536.82 2535 | 2019-06-27,26526.58 2536 | 2019-06-28,26599.96 2537 | 2019-07-01,26717.43 2538 | 2019-07-02,26786.68 2539 | 2019-07-03,26966.00 2540 | 2019-07-04,. 2541 | 2019-07-05,26922.12 2542 | 2019-07-08,26806.14 2543 | 2019-07-09,26783.49 2544 | 2019-07-10,26860.20 2545 | 2019-07-11,27088.08 2546 | 2019-07-12,27332.03 2547 | 2019-07-15,27359.16 2548 | 2019-07-16,27335.63 2549 | 2019-07-17,27219.85 2550 | 2019-07-18,27222.97 2551 | 2019-07-19,27154.20 2552 | 2019-07-22,27171.90 2553 | 2019-07-23,27349.19 2554 | 2019-07-24,27269.97 2555 | 2019-07-25,27140.98 2556 | 2019-07-26,27192.45 2557 | 2019-07-29,27221.35 2558 | 2019-07-30,27198.02 2559 | 2019-07-31,26864.27 2560 | 2019-08-01,26583.42 2561 | 2019-08-02,26485.01 2562 | 2019-08-05,25717.74 2563 | 2019-08-06,26029.52 2564 | 2019-08-07,26007.07 2565 | 2019-08-08,26378.19 2566 | 2019-08-09,26287.44 2567 | 2019-08-12,25897.71 2568 | 2019-08-13,26279.91 2569 | 2019-08-14,25479.42 2570 | 2019-08-15,25579.39 2571 | 2019-08-16,25886.01 2572 | 2019-08-19,26135.79 2573 | 2019-08-20,25962.44 2574 | 2019-08-21,26202.73 2575 | 2019-08-22,26252.24 2576 | 2019-08-23,25628.90 2577 | 2019-08-26,25898.83 2578 | 2019-08-27,25777.90 2579 | 2019-08-28,26036.10 2580 | 2019-08-29,26362.25 2581 | 2019-08-30,26403.28 2582 | 2019-09-02,. 2583 | 2019-09-03,26118.02 2584 | 2019-09-04,26355.47 2585 | 2019-09-05,26728.15 2586 | 2019-09-06,26797.46 2587 | 2019-09-09,26835.51 2588 | 2019-09-10,26909.43 2589 | 2019-09-11,27137.04 2590 | 2019-09-12,27182.45 2591 | 2019-09-13,27219.52 2592 | 2019-09-16,27076.82 2593 | 2019-09-17,27110.80 2594 | 2019-09-18,27147.08 2595 | 2019-09-19,27094.79 2596 | 2019-09-20,26935.07 2597 | 2019-09-23,26949.99 2598 | 2019-09-24,26807.77 2599 | 2019-09-25,26970.71 2600 | 2019-09-26,26891.12 2601 | 2019-09-27,26820.25 2602 | 2019-09-30,26916.83 2603 | 2019-10-01,26573.04 2604 | 2019-10-02,26078.62 2605 | 2019-10-03,26201.04 2606 | 2019-10-04,26573.72 2607 | 2019-10-07,26478.02 2608 | 2019-10-08,26164.04 2609 | 2019-10-09,26346.01 2610 | 2019-10-10,26496.67 2611 | -------------------------------------------------------------------------------- /data/GDP.csv: -------------------------------------------------------------------------------- 1 | DATE,GDP 2 | 1947-01-01,2033.061 3 | 1947-04-01,2027.639 4 | 1947-07-01,2023.452 5 | 1947-10-01,2055.103 6 | 1948-01-01,2086.017 7 | 1948-04-01,2120.45 8 | 1948-07-01,2132.598 9 | 1948-10-01,2134.981 10 | 1949-01-01,2105.562 11 | 1949-04-01,2098.38 12 | 1949-07-01,2120.044 13 | 1949-10-01,2102.251 14 | 1950-01-01,2184.872 15 | 1950-04-01,2251.507 16 | 1950-07-01,2338.514 17 | 1950-10-01,2383.291 18 | 1951-01-01,2415.66 19 | 1951-04-01,2457.517 20 | 1951-07-01,2508.166 21 | 1951-10-01,2513.69 22 | 1952-01-01,2540.55 23 | 1952-04-01,2546.022 24 | 1952-07-01,2564.401 25 | 1952-10-01,2648.621 26 | 1953-01-01,2697.855 27 | 1953-04-01,2718.709 28 | 1953-07-01,2703.411 29 | 1953-10-01,2662.482 30 | 1954-01-01,2649.755 31 | 1954-04-01,2652.643 32 | 1954-07-01,2682.601 33 | 1954-10-01,2735.091 34 | 1955-01-01,2813.212 35 | 1955-04-01,2858.988 36 | 1955-07-01,2897.598 37 | 1955-10-01,2914.993 38 | 1956-01-01,2903.671 39 | 1956-04-01,2927.665 40 | 1956-07-01,2925.035 41 | 1956-10-01,2973.179 42 | 1957-01-01,2992.219 43 | 1957-04-01,2985.663 44 | 1957-07-01,3014.919 45 | 1957-10-01,2983.727 46 | 1958-01-01,2906.274 47 | 1958-04-01,2925.379 48 | 1958-07-01,2993.068 49 | 1958-10-01,3063.085 50 | 1959-01-01,3121.936 51 | 1959-04-01,3192.38 52 | 1959-07-01,3194.653 53 | 1959-10-01,3203.759 54 | 1960-01-01,3275.757 55 | 1960-04-01,3258.088 56 | 1960-07-01,3274.029 57 | 1960-10-01,3232.009 58 | 1961-01-01,3253.826 59 | 1961-04-01,3309.059 60 | 1961-07-01,3372.581 61 | 1961-10-01,3438.721 62 | 1962-01-01,3500.054 63 | 1962-04-01,3531.683 64 | 1962-07-01,3575.07 65 | 1962-10-01,3586.827 66 | 1963-01-01,3625.981 67 | 1963-04-01,3666.669 68 | 1963-07-01,3747.278 69 | 1963-10-01,3771.845 70 | 1964-01-01,3851.366 71 | 1964-04-01,3893.296 72 | 1964-07-01,3954.121 73 | 1964-10-01,3966.335 74 | 1965-01-01,4062.311 75 | 1965-04-01,4113.629 76 | 1965-07-01,4205.086 77 | 1965-10-01,4301.973 78 | 1966-01-01,4406.693 79 | 1966-04-01,4421.747 80 | 1966-07-01,4459.195 81 | 1966-10-01,4495.777 82 | 1967-01-01,4535.591 83 | 1967-04-01,4538.37 84 | 1967-07-01,4581.309 85 | 1967-10-01,4615.853 86 | 1968-01-01,4709.993 87 | 1968-04-01,4788.688 88 | 1968-07-01,4825.799 89 | 1968-10-01,4844.779 90 | 1969-01-01,4920.605 91 | 1969-04-01,4935.564 92 | 1969-07-01,4968.164 93 | 1969-10-01,4943.935 94 | 1970-01-01,4936.594 95 | 1970-04-01,4943.6 96 | 1970-07-01,4989.159 97 | 1970-10-01,4935.693 98 | 1971-01-01,5069.746 99 | 1971-04-01,5097.179 100 | 1971-07-01,5139.128 101 | 1971-10-01,5151.245 102 | 1972-01-01,5245.974 103 | 1972-04-01,5365.045 104 | 1972-07-01,5415.712 105 | 1972-10-01,5506.396 106 | 1973-01-01,5642.669 107 | 1973-04-01,5704.098 108 | 1973-07-01,5674.1 109 | 1973-10-01,5727.96 110 | 1974-01-01,5678.713 111 | 1974-04-01,5692.21 112 | 1974-07-01,5638.411 113 | 1974-10-01,5616.526 114 | 1975-01-01,5548.156 115 | 1975-04-01,5587.8 116 | 1975-07-01,5683.444 117 | 1975-10-01,5759.972 118 | 1976-01-01,5889.5 119 | 1976-04-01,5932.711 120 | 1976-07-01,5965.265 121 | 1976-10-01,6008.504 122 | 1977-01-01,6079.494 123 | 1977-04-01,6197.686 124 | 1977-07-01,6309.514 125 | 1977-10-01,6309.652 126 | 1978-01-01,6329.791 127 | 1978-04-01,6574.39 128 | 1978-07-01,6640.497 129 | 1978-10-01,6729.755 130 | 1979-01-01,6741.854 131 | 1979-04-01,6749.063 132 | 1979-07-01,6799.2 133 | 1979-10-01,6816.203 134 | 1980-01-01,6837.641 135 | 1980-04-01,6696.753 136 | 1980-07-01,6688.794 137 | 1980-10-01,6813.535 138 | 1981-01-01,6947.042 139 | 1981-04-01,6895.559 140 | 1981-07-01,6978.135 141 | 1981-10-01,6902.105 142 | 1982-01-01,6794.878 143 | 1982-04-01,6825.876 144 | 1982-07-01,6799.781 145 | 1982-10-01,6802.497 146 | 1983-01-01,6892.144 147 | 1983-04-01,7048.982 148 | 1983-07-01,7189.896 149 | 1983-10-01,7339.893 150 | 1984-01-01,7483.371 151 | 1984-04-01,7612.668 152 | 1984-07-01,7686.059 153 | 1984-10-01,7749.151 154 | 1985-01-01,7824.247 155 | 1985-04-01,7893.136 156 | 1985-07-01,8013.674 157 | 1985-10-01,8073.239 158 | 1986-01-01,8148.603 159 | 1986-04-01,8185.303 160 | 1986-07-01,8263.639 161 | 1986-10-01,8308.021 162 | 1987-01-01,8369.93 163 | 1987-04-01,8460.233 164 | 1987-07-01,8533.635 165 | 1987-10-01,8680.162 166 | 1988-01-01,8725.006 167 | 1988-04-01,8839.641 168 | 1988-07-01,8891.435 169 | 1988-10-01,9009.913 170 | 1989-01-01,9101.508 171 | 1989-04-01,9170.977 172 | 1989-07-01,9238.923 173 | 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248 | 2008-07-01,15667.032 249 | 2008-10-01,15328.027 250 | 2009-01-01,15155.94 251 | 2009-04-01,15134.117 252 | 2009-07-01,15189.222 253 | 2009-10-01,15356.058 254 | 2010-01-01,15415.145 255 | 2010-04-01,15557.277 256 | 2010-07-01,15671.967 257 | 2010-10-01,15750.625 258 | 2011-01-01,15712.754 259 | 2011-04-01,15825.096 260 | 2011-07-01,15820.7 261 | 2011-10-01,16004.107 262 | 2012-01-01,16129.418 263 | 2012-04-01,16198.807 264 | 2012-07-01,16220.667 265 | 2012-10-01,16239.138 266 | 2013-01-01,16382.964 267 | 2013-04-01,16403.18 268 | 2013-07-01,16531.685 269 | 2013-10-01,16663.649 270 | 2014-01-01,16616.54 271 | 2014-04-01,16841.475 272 | 2014-07-01,17047.098 273 | 2014-10-01,17143.038 274 | 2015-01-01,17277.58 275 | 2015-04-01,17405.669 276 | 2015-07-01,17463.222 277 | 2015-10-01,17468.902 278 | 2016-01-01,17556.839 279 | 2016-04-01,17639.417 280 | 2016-07-01,17735.074 281 | 2016-10-01,17824.231 282 | 2017-01-01,17925.256 283 | 2017-04-01,18021.048 284 | 2017-07-01,18163.558 285 | 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-------------------------------------------------------------------------------- 1 | arch==4.15 2 | matplotlib==3.1.3 3 | numpy==1.18.1 4 | pandas==1.0.1 5 | scipy==1.4.1 6 | statsmodels==0.11.1 7 | tqdm==4.46.0 8 | watermark==2.0.2 9 | -------------------------------------------------------------------------------- /slides/AdvancedTimeseries.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataForScience/AdvancedTimeseries/443fc819118f8e1f9ad4a95a1dfa5c6739f7cbb5/slides/AdvancedTimeseries.pdf --------------------------------------------------------------------------------