├── .gitignore ├── LICENSE.md ├── README.md ├── aggregates ├── airline_codes.csv ├── airlines_all_airports │ ├── AA-all_airports.csv │ ├── AS-all_airports.csv │ ├── B6-all_airports.csv │ ├── DL-all_airports.csv │ ├── EV-all_airports.csv │ ├── F9-all_airports.csv │ ├── G4-all_airports.csv │ ├── HA-all_airports.csv │ ├── MQ-all_airports.csv │ ├── NK-all_airports.csv │ ├── OO-all_airports.csv │ ├── UA-all_airports.csv │ ├── VX-all_airports.csv │ └── WN-all_airports.csv ├── airport_codes.csv ├── airports_all_airlines │ ├── all_airlines-ATL.csv │ ├── all_airlines-BOS.csv │ ├── all_airlines-BWI.csv │ ├── all_airlines-CLT.csv │ ├── all_airlines-DAL.csv │ ├── all_airlines-DCA.csv │ ├── all_airlines-DEN.csv │ ├── all_airlines-DFW.csv │ ├── all_airlines-DTW.csv │ ├── all_airlines-EWR.csv │ ├── all_airlines-FLL.csv │ ├── all_airlines-IAD.csv │ ├── all_airlines-IAH.csv │ ├── all_airlines-JFK.csv │ ├── all_airlines-LAS.csv │ ├── all_airlines-LAX.csv │ ├── all_airlines-LGA.csv │ ├── all_airlines-MCO.csv │ ├── all_airlines-MDW.csv │ ├── all_airlines-MIA.csv │ ├── all_airlines-MSP.csv │ ├── all_airlines-ORD.csv │ ├── all_airlines-PDX.csv │ ├── all_airlines-PHL.csv │ ├── all_airlines-PHX.csv │ ├── all_airlines-SAN.csv │ ├── all_airlines-SEA.csv │ ├── all_airlines-SFO.csv │ ├── all_airlines-SLC.csv │ └── all_airlines-TPA.csv └── all_airlines_all_airports.csv ├── datasets ├── Alaska_Airlines │ ├── AS-BOS.csv │ ├── AS-DCA.csv │ ├── AS-DEN.csv │ ├── AS-EWR.csv │ ├── AS-LAS.csv │ ├── AS-LAX.csv │ ├── AS-ORD.csv │ ├── AS-PDX.csv │ ├── AS-PHX.csv │ ├── AS-SAN.csv │ ├── AS-SEA.csv │ └── AS-SFO.csv ├── Allegiant_Air │ └── G4-LAS.csv ├── American_Airlines │ ├── AA-ATL.csv │ ├── AA-BOS.csv │ ├── AA-BWI.csv │ ├── AA-CLT.csv │ ├── AA-DCA.csv │ ├── AA-DEN.csv │ ├── AA-DFW.csv │ ├── AA-DTW.csv │ ├── AA-EWR.csv │ ├── AA-FLL.csv │ ├── AA-IAD.csv │ ├── AA-IAH.csv │ ├── AA-JFK.csv │ ├── AA-LAS.csv │ ├── AA-LAX.csv │ ├── AA-LGA.csv │ ├── AA-MCO.csv │ ├── AA-MIA.csv │ ├── AA-MSP.csv │ ├── AA-ORD.csv │ ├── AA-PDX.csv │ ├── AA-PHL.csv │ ├── AA-PHX.csv │ ├── AA-SAN.csv │ ├── AA-SEA.csv │ ├── AA-SFO.csv │ ├── AA-SLC.csv │ └── AA-TPA.csv ├── Delta_Airlines │ ├── DL-ATL.csv │ ├── DL-BOS.csv │ ├── DL-BWI.csv │ ├── DL-CLT.csv │ ├── DL-DCA.csv │ ├── DL-DEN.csv │ ├── DL-DFW.csv │ ├── DL-DTW.csv │ ├── DL-EWR.csv │ ├── DL-FLL.csv │ ├── DL-IAD.csv │ ├── DL-IAH.csv │ ├── DL-JFK.csv │ ├── DL-LAS.csv │ ├── DL-LAX.csv │ ├── DL-LGA.csv │ ├── DL-MCO.csv │ ├── DL-MIA.csv │ ├── DL-MSP.csv │ ├── DL-ORD.csv │ ├── DL-PDX.csv │ ├── DL-PHL.csv │ ├── DL-PHX.csv │ ├── DL-SAN.csv │ ├── DL-SEA.csv │ ├── DL-SFO.csv │ ├── DL-SLC.csv │ └── DL-TPA.csv ├── Envoy_Air │ ├── MQ-BWI.csv │ ├── MQ-DFW.csv │ ├── MQ-DTW.csv │ ├── MQ-JFK.csv │ └── MQ-ORD.csv ├── ExpressJet │ └── EV-ATL.csv ├── Frontier_Airlines │ ├── F9-ATL.csv │ ├── F9-DCA.csv │ ├── F9-DEN.csv │ ├── F9-DFW.csv │ ├── F9-FLL.csv │ ├── F9-LAS.csv │ ├── F9-LAX.csv │ ├── F9-LGA.csv │ ├── F9-MSP.csv │ ├── F9-PDX.csv │ ├── F9-PHX.csv │ ├── F9-SAN.csv │ ├── F9-SEA.csv │ ├── F9-SFO.csv │ └── F9-SLC.csv ├── Hawaiian_Airlines │ ├── HA-LAS.csv │ ├── HA-LAX.csv │ ├── HA-PDX.csv │ ├── HA-SAN.csv │ ├── HA-SEA.csv │ └── HA-SFO.csv ├── JetBlue_Airways │ ├── B6-DEN.csv │ ├── B6-FLL.csv │ ├── B6-IAD.csv │ ├── B6-JFK.csv │ ├── B6-LAS.csv │ ├── B6-MCO.csv │ ├── B6-SEA.csv │ ├── B6-SLC.csv │ └── B6-TPA.csv ├── SkyWest_Airlines │ ├── OO-DEN.csv │ ├── OO-IAH.csv │ ├── OO-LAS.csv │ ├── OO-LAX.csv │ ├── OO-PDX.csv │ ├── OO-PHX.csv │ ├── OO-SAN.csv │ ├── OO-SEA.csv │ ├── OO-SFO.csv │ └── OO-SLC.csv ├── Southwest_Airlines │ ├── WN-BWI.csv │ ├── WN-DAL.csv │ ├── WN-DTW.csv │ ├── WN-FLL.csv │ ├── WN-LAS.csv │ ├── WN-LAX.csv │ ├── WN-MCO.csv │ ├── WN-MDW.csv │ ├── WN-PDX.csv │ ├── WN-PHX.csv │ ├── WN-SAN.csv │ ├── WN-SEA.csv │ ├── WN-SLC.csv │ └── WN-TPA.csv ├── Spirit_Airlines │ ├── NK-DTW.csv │ ├── NK-FLL.csv │ ├── NK-LAS.csv │ ├── NK-LAX.csv │ ├── NK-LGA.csv │ ├── NK-MCO.csv │ ├── NK-ORD.csv │ └── NK-TPA.csv └── United_Airlines │ ├── UA-ATL.csv │ ├── UA-BOS.csv │ ├── UA-BWI.csv │ ├── UA-DCA.csv │ ├── UA-DEN.csv │ ├── UA-DFW.csv │ ├── UA-DTW.csv │ ├── UA-EWR.csv │ ├── UA-IAD.csv │ ├── UA-IAH.csv │ ├── UA-LAS.csv │ ├── UA-LAX.csv │ ├── UA-LGA.csv │ ├── UA-MCO.csv │ ├── UA-MSP.csv │ ├── UA-ORD.csv │ ├── UA-PDX.csv │ ├── UA-PHL.csv │ ├── UA-PHX.csv │ ├── UA-SAN.csv │ ├── UA-SEA.csv │ ├── UA-SFO.csv │ ├── UA-SLC.csv │ └── UA-TPA.csv ├── final_report.pdf ├── images ├── RMSE.png ├── aa-dfw.png ├── dl-atl.png ├── r2_chart.png ├── r_squared.png ├── seq2seq.png └── ua-ord.png ├── notebooks ├── RNN_time_series.ipynb ├── arima_time_series.ipynb ├── data_analysis.ipynb └── utils.py ├── proposal.pdf └── scripts └── aviation_forecast.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | .DS_Store 3 | .ipynb_checkpoints 4 | -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2018 Franklin B Bradfield 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: 6 | 7 | The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. 8 | 9 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Sky Cast 2 | ## Machine Learning Nanodegree: Capstone Project 3 | #### Author: Franklin Bradfield 4 | 5 | Forecasting the future remains one of the most challenging problems in machine learning and data science in general. Recent successes toward this endeavor have utilized sequence-to-sequence neural network models, which is where I took inspiration from to produce this project. [Here](https://github.com/Arturus/kaggle-web-traffic) is a recent example the winning solution to a Kaggle competition that involved such an approach to forecast web time series. 6 | 7 | In this machine learning project, I compare the performance of a traditional statistical technique, ARIMA, and recurrent neural networks (RNNs) on forecasting commercial airline data that I scraped from the U.S. Department of Transportation's [publicly available sources](https://www.transtats.bts.gov/Data_Elements.aspx). 8 | 9 | The code for this was written in Python 2.7, using the latest versions of Python's standard scientific computing libraries - Numpy, Pandas, Matplotlib, and Scikit-Learn, as well as statsmodels - Python's statistical modeling library, and Tensorflow - Google's deep learning library. 10 | 11 | To reproduce the results, or to simply view and manipulate the code on your own machine, first setup and activate an environment with the required libraries below installed, then *$ cd* into the notebooks directory and run *$ jupyter notebook*. Exploratory data analysis can be found in data\_analysis.ipynb, while ARIMA\_time\_series.ipynb and RNN\_time\_series.ipynb contain time series models these models respectively. 12 | 13 | #### Requirements 14 | 15 | - [Python 2.7](https://www.python.org/download/releases/2.7/) --> 2.7.14 16 | - [numpy](http://www.numpy.org/) --> 1.14.0 17 | - [matplotlib](https://matplotlib.org/) --> 2.0.2 18 | - [pandas](http://pandas.pydata.org/) --> 0.22.0 19 | - [scikit-learn](http://scikit-learn.org/stable/) --> 0.19.1 20 | - [statsmodels](http://www.statsmodels.org/dev/index.html) --> 0.8.0 21 | - [Tensorflow](https://www.tensorflow.org/) --> 1.4.1 22 | 23 | ### Further Reading 24 | 25 | **ARIMA for Time Series:** 26 | 27 | - Aas, K., & Dimakos, X. K. (2004). Statistical modelling of financial 28 | time series. Norwegian Computing Center. Retrived from 29 | https://www.nr.no/files/samba/bff/SAMBA0804.pdf 30 | 31 | - Adebiyi, A. A., Adewumi, A. O., & Ayo, C. K. (2014). Stock Price Prediction 32 | Using the ARIMA Model. International Conference on Computer 33 | Modelling and Simulation 2014. Retrived from 34 | http://ijssst.info/Vol-15/No-4/data/4923a105.pdf 35 | 36 | - Dickey, D. A.; Fuller, W. A. (1979). Distribution of the estimators for 37 | autoregressive time series with a unit root. Journal of the American Statistical 38 | Association. 74(366), 427–431. JSTOR 2286348. doi:10.2307/2286348. 39 | 40 | - Kohzadi, N., Boyd, M. S., Kermanshahi, B., & Kaastra, I. (1996). A 41 | comparison of artificial neural network and time series models for forecasting 42 | commodity prices. Neurocomputing, 10(2), 169-181. Retrieved from 43 | http://www.sciencedirect.com/science/article/pii/0925231295000208 44 | 45 | **Recurrent Neural Networks for Time Series:** 46 | 47 | - Falode, O., & Udomboso, C. (2016). Predictive Modeling of Gas Production, 48 | Utilization and Flaring in Nigeria using TSRM and TSNN: A Comparative 49 | Approach. Open Journal of Statistics, 6(1), 194-207. Retrieved from 50 | http://www.scirp.org/journal/PaperInformation.aspx?PaperID=63994 51 | 52 | - Gers, F. A., Eck, D., & Schmidhuber, J. (2001). Applying LSTM to 53 | time series predictable through time-window approaches. International 54 | Conference on Artificial Networks 2001 (pp. 669-676). Retrieved from 55 | https://link.springer.com/chapter/10.1007/3-540-44668-0_93. 56 | 57 | - Lipton, Z. C., Kale, D. C., Elkan, C., & Wetzel, R. (2016). Learning to diagnose with LSTM Recurrrent Neural Networks. International Conference on Learning Representations 2016. Retrieved from https://arxiv.org/abs/1511.03677. 58 | 59 | 60 | -------------------------------------------------------------------------------- /aggregates/airline_codes.csv: -------------------------------------------------------------------------------- 1 | Airline Code,Airline Name AS,Alaska Airlines G4,Allegiant Air AA,American Airlines 5Y,Atlas Airlines DL,Delta Airlines F9,Frontier Airlines MQ,Envoy Air EV,ExpressJet Airlines HA,Hawaiian Airlines B6,JetBlue Airways OO,SkyWest Airlines WN,Southwest Airlines NK,Spirit Airlines UA,United Airlines VX,Virgin America -------------------------------------------------------------------------------- /aggregates/airlines_all_airports/VX-all_airports.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2007-08-01,61508,,361,,38743,,48734, 3 | 2007-09-01,155010,,668,,53538,,82464, 4 | 2007-10-01,217702,,954,,82461,,129308, 5 | 2007-11-01,243343,,1142,,98238,,150132, 6 | 2007-12-01,262752,,1252,,110479,,169914, 7 | 2008-01-01,261528,,1235,,96186,,145761, 8 | 2008-02-01,252662,,1298,,99300,,135324, 9 | 2008-03-01,314981,,1700,,165984,,224723, 10 | 2008-04-01,342302,,1975,,198444,,251091, 11 | 2008-05-01,387329,,2205,,232562,,303713, 12 | 2008-06-01,421412,,2286,,241157,,337764, 13 | 2008-07-01,466390,,2536,,277212,,382500, 14 | 2008-08-01,454538,,2472,,270781,,373345, 15 | 2008-09-01,374795,,2068,,227589,,298405, 16 | 2008-10-01,388982,,2144,,227589,,311736, 17 | 2008-11-01,384758,,2142,,243626,,310096, 18 | 2008-12-01,407836,,2260,,256754,,337712, 19 | 2009-01-01,411979,,2263,,204830,,280118, 20 | 2009-02-01,435274,,2236,,219244,,310909, 21 | 2009-03-01,551174,,2724,,289980,,430935, 22 | 2009-04-01,532452,,2560,,287467,,453127, 23 | 2009-05-01,549022,,2851,,303979,,463144, 24 | 2009-06-01,561594,,2899,,312117,,486262, 25 | 2009-07-01,595750,,3057,,346525,,521406, 26 | 2009-08-01,617648,,3086,,358611,,541639, 27 | 2009-09-01,554855,,2776,,322286,,469117, 28 | 2009-10-01,563862,,2824,,329941,,477164, 29 | 2009-11-01,570803,,2825,,326476,,474693, 30 | 2009-12-01,600102,,2941,,342469,,512655, 31 | 2010-01-01,599118,,2870,,287612,,438901, 32 | 2010-02-01,533314,,2651,,266294,,399322, 33 | 2010-03-01,638066,,3161,,329083,,504876, 34 | 2010-04-01,619202,,3005,,319637,,495581, 35 | 2010-05-01,636818,,3017,,316771,,508392, 36 | 2010-06-01,617972,8443,2849,31,324952,1849,534429,4094 37 | 2010-07-01,638163,32729,2918,124,328068,10190,544160,22602 38 | 2010-08-01,639051,32729,2911,124,337104,11853,555132,26274 39 | 2010-09-01,573130,31819,2619,120,290782,8163,474867,18086 40 | 2010-10-01,618653,39980,2854,124,326393,10015,525192,22191 41 | 2010-11-01,648985,37014,3007,112,350722,9037,556398,20046 42 | 2010-12-01,664593,42237,3099,141,349367,13208,558501,27374 43 | 2011-01-01,675922,49154,3114,177,296484,11672,491840,23486 44 | 2011-02-01,609877,53217,2810,188,289719,16234,464633,33491 45 | 2011-03-01,722762,62801,3275,218,356926,22977,584668,47516 46 | 2011-04-01,738439,33035,3397,129,375063,13570,598366,26023 47 | 2011-05-01,797021,29303,3645,120,416601,11636,656065,21889 48 | 2011-06-01,819163,31719,3757,128,447883,14479,702815,25399 49 | 2011-07-01,856989,33270,3885,134,458884,15809,728912,28091 50 | 2011-08-01,829231,32758,3809,132,452311,15047,707535,26781 51 | 2011-09-01,800322,23078,3639,94,417803,9085,662474,16113 52 | 2011-10-01,829808,21299,3772,89,426301,10159,685197,16985 53 | 2011-11-01,839900,25170,3839,102,429326,10445,684122,18427 54 | 2011-12-01,891930,46996,4045,198,469436,18479,741945,31389 55 | 2012-01-01,885261,41699,4062,170,438385,14754,692147,25920 56 | 2012-02-01,843902,39102,3837,160,431731,13912,683458,24374 57 | 2012-03-01,959027,43300,4349,178,509093,18150,809346,31158 58 | 2012-04-01,998680,41415,4435,170,501030,18400,806230,31686 59 | 2012-05-01,1062838,42523,4715,176,513762,17571,835658,30331 60 | 2012-06-01,1049890,42172,4744,173,530241,19347,843043,33053 61 | 2012-07-01,1102410,43012,5025,178,551192,19836,877022,34290 62 | 2012-08-01,1125969,42684,5053,173,583251,17305,931787,30418 63 | 2012-09-01,1037939,23183,4627,96,507043,8848,804464,15475 64 | 2012-10-01,969719,24052,4418,102,493848,10880,786447,17800 65 | 2012-11-01,1006141,32913,4545,138,474620,14631,749808,24941 66 | 2012-12-01,1011714,45212,4646,192,485322,19762,767758,33798 67 | 2013-01-01,911512,29183,4229,122,410096,11580,651247,20126 68 | 2013-02-01,788558,24339,3725,98,394051,9398,598996,16631 69 | 2013-03-01,912928,28890,4292,116,499052,12134,781359,21526 70 | 2013-04-01,1017656,25416,4554,106,525044,11711,848749,20292 71 | 2013-05-01,1066436,27569,5127,110,574579,12301,885314,21551 72 | 2013-06-01,1082282,33566,5097,136,588676,16239,920276,27484 73 | 2013-07-01,1114550,33995,5279,138,584720,16147,920116,27511 74 | 2013-08-01,1081581,28976,5203,116,574251,13370,890046,23216 75 | 2013-09-01,963832,20287,4761,80,484463,7484,737813,13519 76 | 2013-10-01,992584,22891,4927,92,528050,10968,800231,18977 77 | 2013-11-01,960551,28255,4720,114,462074,12369,698137,21399 78 | 2013-12-01,1020947,27439,4961,112,545807,12747,836366,21737 79 | 2014-01-01,950179,25132,4752,102,478248,10557,726469,18102 80 | 2014-02-01,814385,20574,4106,84,435219,8969,626417,15093 81 | 2014-03-01,940493,26724,4673,108,530412,12436,791915,20997 82 | 2014-04-01,1000184,29389,4854,118,543958,15462,838935,26421 83 | 2014-05-01,1035593,31169,4965,126,561305,15890,874150,27179 84 | 2014-06-01,1075076,30539,4948,126,574342,15836,925593,26527 85 | 2014-07-01,1122722,31972,5079,132,582462,16355,953498,27422 86 | 2014-08-01,1069276,28868,4886,116,570439,14631,915072,25326 87 | 2014-09-01,948725,15959,4547,56,486828,6507,751708,13176 88 | 2014-10-01,970204,17455,4719,62,516062,7172,796126,14424 89 | 2014-11-01,972362,28243,4716,114,508009,12296,769007,21521 90 | 2014-12-01,1025676,26757,4935,108,557729,11959,854375,20544 91 | 2015-01-01,943625,23231,4652,94,481593,9165,724140,15825 92 | 2015-02-01,818048,20831,4070,86,444035,8978,649035,14986 93 | 2015-03-01,986776,25369,4820,106,558868,11515,833194,19246 94 | 2015-04-01,1011580,30530,4901,124,569359,14540,864762,24747 95 | 2015-05-01,1037116,30205,5207,118,585476,13440,875135,23943 96 | 2015-06-01,1057255,33654,5242,130,595257,15704,906079,27709 97 | 2015-07-01,1091697,38446,5393,150,615242,18347,935027,32368 98 | 2015-08-01,1109570,31990,5665,124,627795,15244,927134,27108 99 | 2015-09-01,1022734,20436,5144,78,550129,8283,799367,15337 100 | 2015-10-01,1077870,23660,5442,92,613227,10513,888290,18439 101 | 2015-11-01,1076535,27777,5355,112,588034,12516,864646,21238 102 | 2015-12-01,1120531,31496,5490,124,611959,14050,904744,24317 103 | 2016-01-01,1050573,29649,5228,114,545829,12210,812816,21619 104 | 2016-02-01,994574,23665,4903,92,534529,9169,788039,15636 105 | 2016-03-01,1129983,28541,5568,110,642494,12890,957492,22540 106 | 2016-04-01,1148766,33770,5599,132,641111,16630,964613,29239 107 | 2016-05-01,1198777,33986,5808,132,683966,16557,1032829,28884 108 | 2016-06-01,1236172,37652,5849,146,699641,18951,1076037,32789 109 | 2016-07-01,1295890,42261,6072,162,731774,21254,1128351,37188 110 | 2016-08-01,1292958,35914,6055,136,721356,17581,1112977,31438 111 | 2016-09-01,1179226,21569,5709,82,660743,9504,994406,17179 112 | 2016-10-01,1196385,23068,5784,89,670805,11686,1009759,19501 113 | 2016-11-01,1238722,25504,5905,101,670504,12621,1009082,19970 114 | 2016-12-01,1246101,30734,5988,121,655373,15191,987505,24737 115 | 2017-01-01,1181081,,5649,,594775,,899365, 116 | 2017-02-01,1030465,,4960,,540567,,813494, 117 | 2017-03-01,1171636,,5674,,627404,,981327, 118 | -------------------------------------------------------------------------------- /aggregates/airport_codes.csv: -------------------------------------------------------------------------------- 1 | Airport Code,Airport Name 2 | ATL,Hartsfield-Jackson Atlanta 3 | BWI,Baltimore-Washington 4 | BOS,Boston Logan 5 | CLT,Charlotte Douglas 6 | MDW,Chicago Midway 7 | ORD,Chicago O'Hare 8 | DAL,Dallas Love Field 9 | DFW,Dallas/Fort-Worth 10 | DEN,Denver 11 | DTW,Detroit Metropolitan 12 | FLL,Fort Lauderdale - Hollywood 13 | IAH,George Bush Houston 14 | LAS,McCarran Las Vegas 15 | LAX,Los Angeles 16 | MIA,Miami 17 | MSP,Minneapolis - Saint Paul 18 | JFK,John F. Kennedy New York 19 | LGA,LaGuardia New York 20 | EWR,Newark Liberty 21 | MCO,Orlando 22 | PHL,Philadelphia 23 | PHX,Phoenix Sky Harbor 24 | PDX,Portland 25 | SLC,Salt Lake City 26 | SAN,San Diego 27 | SFO,San Francisco 28 | SEA,Seattle - Tacoma 29 | TPA,Tampa 30 | DCA,Ronald Reagan Washington 31 | IAD,Washington Dulles 32 | -------------------------------------------------------------------------------- /datasets/Alaska_Airlines/AS-BOS.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,10194,,31,,3277,,8179, 3 | 2002-11-01,8686,,29,,2269,,5663, 4 | 2002-12-01,9285,,31,,2807,,7006, 5 | 2003-01-01,9285,,31,,1980,,4942, 6 | 2003-02-01,8087,,27,,1696,,4233, 7 | 2003-03-01,9285,,31,,2039,,5089, 8 | 2003-04-01,10184,,34,,2962,,7393, 9 | 2003-05-01,18570,,62,,5417,,13521, 10 | 2003-06-01,20956,,60,,6667,,16641, 11 | 2003-07-01,22594,,62,,7696,,19209, 12 | 2003-08-01,22594,,62,,7891,,19696, 13 | 2003-09-01,18750,,60,,5533,60,13960, 14 | 2003-10-01,16733,,55,,5781,69,14602, 15 | 2003-11-01,8986,,30,,2958,,7383, 16 | 2003-12-01,8946,,29,,3169,,7910, 17 | 2004-01-01,8986,,30,,2250,,5616, 18 | 2004-02-01,8686,,29,,2279,,5688, 19 | 2004-03-01,12530,,31,,2999,,7486, 20 | 2004-04-01,15089,,36,,3942,,9676, 21 | 2004-05-01,26488,,62,,6484,,16184, 22 | 2004-06-01,25828,,62,,7725,,19339, 23 | 2004-07-01,26617,,62,,8776,,21905, 24 | 2004-08-01,26617,,62,,9177,,22906, 25 | 2004-09-01,23422,,60,,7301,,18223, 26 | 2004-10-01,22294,,61,,8005,,19980, 27 | 2004-11-01,12450,,29,,4070,,10159, 28 | 2004-12-01,13179,,31,,4449,,11105, 29 | 2005-01-01,12190,,29,,3751,,9362, 30 | 2005-02-01,11861,,28,,3342,,8342, 31 | 2005-03-01,13219,,31,,4014,,10019, 32 | 2005-04-01,12849,,30,,4542,,11337, 33 | 2005-05-01,26290,,62,,8367,,20847, 34 | 2005-06-01,25699,,60,,8965,,22377, 35 | 2005-07-01,26587,,62,,9759,,24358, 36 | 2005-08-01,26557,,62,,9748,,24331, 37 | 2005-09-01,25729,,60,,7592,,18950, 38 | 2005-10-01,25759,,60,,8778,,21910, 39 | 2005-11-01,12849,,30,,4563,,11389, 40 | 2005-12-01,13309,,31,,4855,,12118, 41 | 2006-01-01,13279,,31,,3517,,8778, 42 | 2006-02-01,11561,,27,,3897,,9727, 43 | 2006-03-01,13309,,31,,4673,,11664, 44 | 2006-04-01,13279,,31,,4942,,12335, 45 | 2006-05-01,25651,,62,,9086,,22679, 46 | 2006-06-01,24710,,60,,9307,,23230, 47 | 2006-07-01,25599,,62,,9692,,24191, 48 | 2006-08-01,25502,,62,,9481,,23665, 49 | 2006-09-01,24688,,60,,8002,,19973, 50 | 2006-10-01,23577,,59,,8252,,20597, 51 | 2006-11-01,11876,,30,,3897,,9727, 52 | 2006-12-01,12229,,31,,4107,,10244, 53 | 2007-01-01,12096,,31,,3300,,8237, 54 | 2007-02-01,10513,,27,,3279,,8184, 55 | 2007-03-01,19713,,50,,6475,,16162, 56 | 2007-04-01,23601,,60,,8355,,20769, 57 | 2007-05-01,24334,,62,,8802,,21970, 58 | 2007-06-01,24392,,60,,9448,,23364, 59 | 2007-07-01,25457,,62,,9624,,24022, 60 | 2007-08-01,25502,,62,,9436,,23552, 61 | 2007-09-01,30890,,82,,9684,,24265, 62 | 2007-10-01,34101,,93,,11683,,29295, 63 | 2007-11-01,20909,,59,,6946,,17456, 64 | 2007-12-01,21770,,62,,7166,,17891, 65 | 2008-01-01,21526,,61,,5747,,14439, 66 | 2008-02-01,20265,,58,,6116,,15110, 67 | 2008-03-01,33582,,92,,10344,,25945, 68 | 2008-04-01,33017,,90,,10985,,27545, 69 | 2008-05-01,34108,,93,,11837,,29685, 70 | 2008-06-01,33017,,90,,11841,,29690, 71 | 2008-07-01,34138,,93,,12303,,30848, 72 | 2008-08-01,34739,,93,,12633,,31680, 73 | 2008-09-01,35175,,89,,11855,,29747, 74 | 2008-10-01,36665,,93,,12707,,31796, 75 | 2008-11-01,27323,,69,,8371,,21036, 76 | 2008-12-01,23458,,59,,7661,,19261, 77 | 2009-01-01,24519,,62,,6103,,15346, 78 | 2009-02-01,21620,,55,,5972,,15027, 79 | 2009-03-01,24534,,62,,7986,,20099, 80 | 2009-04-01,23400,,60,,8327,,20616, 81 | 2009-05-01,30017,,77,,10960,,27138, 82 | 2009-06-01,35514,,90,,12534,,31455, 83 | 2009-07-01,36659,,93,,13391,,33603, 84 | 2009-08-01,36704,,93,,13572,,34061, 85 | 2009-09-01,35544,,90,,12569,,31548, 86 | 2009-10-01,36674,,93,,13054,,32762, 87 | 2009-11-01,27935,,72,,8989,,22597, 88 | 2009-12-01,24526,,62,,8603,,21645, 89 | 2010-01-01,21669,,55,,6240,,15685, 90 | 2010-02-01,19764,,50,,6111,,15360, 91 | 2010-03-01,24556,,62,,7933,,19962, 92 | 2010-04-01,23750,,60,,8188,,20598, 93 | 2010-05-01,24533,,62,,8792,,22120, 94 | 2010-06-01,33532,,85,,12115,,30413, 95 | 2010-07-01,36697,,93,,13721,,34435, 96 | 2010-08-01,36704,,93,,13887,,34852, 97 | 2010-09-01,35517,,90,,12136,,30427, 98 | 2010-10-01,36674,,93,,13389,,33602, 99 | 2010-11-01,25627,,65,,8532,,21451, 100 | 2010-12-01,23412,,59,,8385,,21101, 101 | 2011-01-01,20616,,52,,6733,,16924, 102 | 2011-02-01,20216,,51,,6494,,16334, 103 | 2011-03-01,24518,,62,,8764,,22048, 104 | 2011-04-01,23766,,60,,8562,,21539, 105 | 2011-05-01,24160,,61,,9104,,22878, 106 | 2011-06-01,33592,,85,,12288,,30850, 107 | 2011-07-01,36704,,93,,13475,,33815, 108 | 2011-08-01,35347,,89,,13412,,33659, 109 | 2011-09-01,35537,,90,,12769,,32048, 110 | 2011-10-01,36603,,93,,13490,,33784, 111 | 2011-11-01,25719,,65,,8991,,22610, 112 | 2011-12-01,30035,,76,,10838,,27230, 113 | 2012-01-01,24948,,63,,8232,,20700, 114 | 2012-02-01,22960,,58,,7723,,19429, 115 | 2012-03-01,24548,,62,,8856,,22285, 116 | 2012-04-01,31588,,80,,11513,,28914, 117 | 2012-05-01,36726,,93,,13443,,33736, 118 | 2012-06-01,35596,,90,,12864,,32282, 119 | 2012-07-01,36711,,93,,13494,,33864, 120 | 2012-08-01,36433,,92,,13826,,34692, 121 | 2012-09-01,35507,,90,,12756,,32009, 122 | 2012-10-01,35574,,90,,13337,,33472, 123 | 2012-11-01,24956,,63,,8748,,22003, 124 | 2012-12-01,24660,,62,,8881,,22340, 125 | 2013-01-01,24607,,62,,8025,,20188, 126 | 2013-02-01,20687,,52,,7375,,18552, 127 | 2013-03-01,27017,,65,,9503,,23924, 128 | 2013-04-01,46194,,112,,15725,,39759, 129 | 2013-05-01,51973,,124,,17620,,44459, 130 | 2013-06-01,59162,,141,,20939,,52795, 131 | 2013-07-01,64210,,155,,23394,,58738, 132 | 2013-08-01,61048,,148,,21975,,55422, 133 | 2013-09-01,50800,,120,,17244,,43543, 134 | 2013-10-01,50370,,124,,18097,,45733, 135 | 2013-11-01,45199,,113,,14643,,36991, 136 | 2013-12-01,45145,,114,,15655,,39640, 137 | 2014-01-01,42770,,107,,12939,,32707, 138 | 2014-02-01,37215,,91,,12031,,30400, 139 | 2014-03-01,48661,,118,,16676,,42144, 140 | 2014-04-01,49903,,120,,18014,,45341, 141 | 2014-05-01,58983,,142,,21109,,53258, 142 | 2014-06-01,62001,,150,,21947,,55334, 143 | 2014-07-01,66568,,155,,23978,,60437, 144 | 2014-08-01,64573,,152,,23059,,58128, 145 | 2014-09-01,61887,,142,,20882,,52646, 146 | 2014-10-01,62573,,146,,22077,,55704, 147 | 2014-11-01,45669,,108,,15639,,39534, 148 | 2014-12-01,47152,,114,,16789,,42453, 149 | 2015-01-01,43410,,105,,13641,,34473, 150 | 2015-02-01,36067,,85,,12078,,30553, 151 | 2015-03-01,52497,,120,,18441,,46324, 152 | 2015-04-01,53124,,121,,19063,,48222, 153 | 2015-05-01,63187,,145,,23303,,58525, 154 | 2015-06-01,65635,,150,,23829,,60064, 155 | 2015-07-01,67537,,154,,24802,,62506, 156 | 2015-08-01,68005,,155,,24814,,62552, 157 | 2015-09-01,53266,,120,,19061,,48163, 158 | 2015-10-01,55279,,124,,20396,,51549, 159 | 2015-11-01,51314,,117,,17551,,44349, 160 | 2015-12-01,48107,,115,,17039,,43078, 161 | 2016-01-01,48137,,116,,15453,,39095, 162 | 2016-02-01,45520,,106,,15514,,39083, 163 | 2016-03-01,53698,,121,,19196,,48529, 164 | 2016-04-01,61071,,136,,22103,,55757, 165 | 2016-05-01,68158,,154,,25136,,63357, 166 | 2016-06-01,65425,,150,,23496,,59217, 167 | 2016-07-01,68556,,156,,24706,,62313, 168 | 2016-08-01,68608,,155,,25858,,65191, 169 | 2016-09-01,64562,,146,,23058,,58119, 170 | 2016-10-01,66033,,150,,24369,,61041, 171 | 2016-11-01,54290,,123,,19305,,48789, 172 | 2016-12-01,50781,,115,,17782,,44805, 173 | 2017-01-01,46644,,107,,14675,,36649, 174 | 2017-02-01,40390,,92,,13355,,33561, 175 | 2017-03-01,50523,,114,,18026,,45548, 176 | -------------------------------------------------------------------------------- /datasets/Alaska_Airlines/AS-DCA.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,8664,,31,,2486,,5790, 3 | 2002-11-01,8105,,29,,2147,,5000, 4 | 2002-12-01,8664,,31,,2857,,6654, 5 | 2003-01-01,8664,,31,,2078,,4840, 6 | 2003-02-01,6987,,25,,1939,,4516, 7 | 2003-03-01,8664,,31,,2643,,6156, 8 | 2003-04-01,8384,,30,,2747,,6398, 9 | 2003-05-01,8664,,31,,3238,,7541, 10 | 2003-06-01,8506,,30,,3111,,7246, 11 | 2003-07-01,8664,,31,,3204,,7462, 12 | 2003-08-01,8664,,31,,3178,,7402, 13 | 2003-09-01,8105,,29,,2501,,5825, 14 | 2003-10-01,8664,,31,,2764,,6437, 15 | 2003-11-01,8384,,30,,2568,,5981, 16 | 2003-12-01,8664,,31,,2700,,6288, 17 | 2004-01-01,8664,,31,,2249,,5238, 18 | 2004-02-01,8105,,29,,2426,,5650, 19 | 2004-03-01,8664,,31,,2596,,6046, 20 | 2004-04-01,8384,,30,,2671,,6221, 21 | 2004-05-01,8664,,31,,2868,,6680, 22 | 2004-06-01,21750,,78,,8022,,18643, 23 | 2004-07-01,25925,,93,,9647,,22415, 24 | 2004-08-01,25925,,93,,8659,,20123, 25 | 2004-09-01,25088,,90,,7612,,17698, 26 | 2004-10-01,25645,,92,,9493,,22062, 27 | 2004-11-01,24529,,88,,8604,,19989, 28 | 2004-12-01,25925,,93,,9771,,22703, 29 | 2005-01-01,25925,,93,,8666,,20134, 30 | 2005-02-01,23416,,84,,7871,,18397, 31 | 2005-03-01,27043,,93,,10081,,23424, 32 | 2005-04-01,27911,,90,,10243,,23808, 33 | 2005-05-01,28775,,93,,10478,,24352, 34 | 2005-06-01,27634,,88,,9722,,22594, 35 | 2005-07-01,26919,,92,,10134,,23544, 36 | 2005-08-01,26789,,93,,9883,,22966, 37 | 2005-09-01,25925,,90,,7981,,18556, 38 | 2005-10-01,26789,,93,,8885,,20655, 39 | 2005-11-01,25636,,89,,9202,,21377, 40 | 2005-12-01,26761,,93,,9699,,22511, 41 | 2006-01-01,26211,,91,,8868,,20593, 42 | 2006-02-01,23383,,82,,8626,,19726, 43 | 2006-03-01,26957,,93,,10326,,23989, 44 | 2006-04-01,26009,,90,,10366,,24081, 45 | 2006-05-01,27187,,93,,10582,,24583, 46 | 2006-06-01,29908,,90,,11775,,27329, 47 | 2006-07-01,31391,,92,,12303,,28591, 48 | 2006-08-01,31694,,93,,11302,,26268, 49 | 2006-09-01,30515,,90,,10883,,25179, 50 | 2006-10-01,31797,,93,,10994,,25525, 51 | 2006-11-01,32894,,90,,9789,1,22756, 52 | 2006-12-01,33722,,93,,10964,17,25520, 53 | 2007-01-01,33391,,92,,8521,11,19827, 54 | 2007-02-01,29635,,81,,9314,7,21662, 55 | 2007-03-01,33699,,92,,12645,20,29421, 56 | 2007-04-01,32859,,90,,12274,2,28520, 57 | 2007-05-01,33953,,93,,12694,4,29503, 58 | 2007-06-01,32873,,90,,12963,1,30119, 59 | 2007-07-01,33842,,93,,13414,,31162, 60 | 2007-08-01,33200,,92,,12679,,29109, 61 | 2007-09-01,31050,,90,,10250,,23724, 62 | 2007-10-01,31547,,93,,11452,,26578, 63 | 2007-11-01,30606,,90,,10612,,24659, 64 | 2007-12-01,31428,,93,,10823,,25150, 65 | 2008-01-01,33919,,93,,9580,,22251, 66 | 2008-02-01,31737,,87,,9716,,22574, 67 | 2008-03-01,33608,,92,,12236,,28425, 68 | 2008-04-01,32859,,90,,12359,,28711, 69 | 2008-05-01,33932,,93,,12879,,29919, 70 | 2008-06-01,32754,,90,,12392,,28788, 71 | 2008-07-01,33918,,93,,12739,,29596, 72 | 2008-08-01,33925,,93,,12257,,28476, 73 | 2008-09-01,32824,,90,,11429,,26555, 74 | 2008-10-01,33918,,93,,12459,,28942, 75 | 2008-11-01,32114,,88,,10736,,24936, 76 | 2008-12-01,32055,,88,,12020,,27886, 77 | 2009-01-01,33870,,93,,10260,,23838, 78 | 2009-02-01,30650,,84,,9208,,21389, 79 | 2009-03-01,33946,,93,,11607,,26964, 80 | 2009-04-01,32824,,90,,11755,,27302, 81 | 2009-05-01,33925,,93,,12549,,29148, 82 | 2009-06-01,32747,,90,,12222,,28391, 83 | 2009-07-01,33925,,93,,13121,,30480, 84 | 2009-08-01,33932,,93,,12257,,28473, 85 | 2009-09-01,32754,,90,,10862,,25233, 86 | 2009-10-01,33842,,93,,12573,,29208, 87 | 2009-11-01,31727,,87,,10827,,25151, 88 | 2009-12-01,31748,,87,,11287,,26220, 89 | 2010-01-01,33778,,93,,9840,,22857, 90 | 2010-02-01,25165,,69,,7530,,17495, 91 | 2010-03-01,33918,,93,,11768,,27341, 92 | 2010-04-01,32838,,90,,11908,,27668, 93 | 2010-05-01,33855,,93,,12622,,29325, 94 | 2010-06-01,32824,,90,,12625,,29328, 95 | 2010-07-01,33552,,92,,13323,,30948, 96 | 2010-08-01,33918,,93,,13290,,30873, 97 | 2010-09-01,32824,,90,,12083,,28067, 98 | 2010-10-01,33918,,93,,13705,,31839, 99 | 2010-11-01,32093,,88,,12354,,28697, 100 | 2010-12-01,33187,,91,,13319,,30938, 101 | 2011-01-01,32831,,90,,11155,,25911, 102 | 2011-02-01,30636,,84,,10673,,24790, 103 | 2011-03-01,33918,,93,,13114,,30465, 104 | 2011-04-01,32789,,90,,12612,,29271, 105 | 2011-05-01,33842,,93,,13492,,31347, 106 | 2011-06-01,32824,,90,,12926,,30030, 107 | 2011-07-01,33918,,93,,13634,,31672, 108 | 2011-08-01,32789,,90,,12930,,30002, 109 | 2011-09-01,32465,,89,,11927,,27708, 110 | 2011-10-01,33925,,93,,13210,,30688, 111 | 2011-11-01,32114,,88,,12611,,29295, 112 | 2011-12-01,33187,,91,,13150,,30546, 113 | 2012-01-01,33187,,91,,11477,,26654, 114 | 2012-02-01,31737,,87,,11526,,26772, 115 | 2012-03-01,33925,,93,,12802,,29743, 116 | 2012-04-01,32838,,90,,12783,,29699, 117 | 2012-05-01,33190,,91,,13212,,30697, 118 | 2012-06-01,32461,,89,,13168,,30594, 119 | 2012-07-01,33918,,93,,13679,,31776, 120 | 2012-08-01,35394,,97,,14114,,32804, 121 | 2012-09-01,42798,,117,,15106,,35192, 122 | 2012-10-01,42429,,116,,16584,,38639, 123 | 2012-11-01,43906,,120,,15591,,36320, 124 | 2012-12-01,45391,,124,,17389,,40509, 125 | 2013-01-01,45363,,124,,15010,,34955, 126 | 2013-02-01,40966,,112,,14613,,34040, 127 | 2013-03-01,45136,,124,,16901,,39169, 128 | 2013-04-01,43920,,120,,16858,,39276, 129 | 2013-05-01,45356,,124,,17910,,41730, 130 | 2013-06-01,43530,,119,,17145,,39946, 131 | 2013-07-01,45000,,123,,17945,,41808, 132 | 2013-08-01,45356,,124,,17652,,41122, 133 | 2013-09-01,43074,,118,,15569,,36191, 134 | 2013-10-01,44852,,124,,16386,,37743, 135 | 2013-11-01,43203,,118,,15972,,37205, 136 | 2013-12-01,44969,,123,,17599,,40965, 137 | 2014-01-01,44283,,121,,15615,,36357, 138 | 2014-02-01,38775,,106,,14027,,32669, 139 | 2014-03-01,43600,,119,,16796,,39128, 140 | 2014-04-01,44173,,120,,17104,,39842, 141 | 2014-05-01,45636,,124,,18583,,43016, 142 | 2014-06-01,44466,,120,,17641,,40997, 143 | 2014-07-01,46403,,124,,18770,,43730, 144 | 2014-08-01,46725,,124,,18248,,42513, 145 | 2014-09-01,45430,,120,,16665,,38833, 146 | 2014-10-01,47021,,124,,18446,,42941, 147 | 2014-11-01,43672,,115,,16342,,38075, 148 | 2014-12-01,45950,,121,,18247,,42510, 149 | 2015-01-01,45570,,120,,16329,,38033, 150 | 2015-02-01,41013,,108,,15059,,35084, 151 | 2015-03-01,46709,,123,,18273,,42576, 152 | 2015-04-01,45570,,120,,17677,,41184, 153 | 2015-05-01,47089,,124,,19068,,44424, 154 | 2015-06-01,45570,,120,,18479,,43053, 155 | 2015-07-01,46712,,123,,18872,,43970, 156 | 2015-08-01,47089,,124,,18663,,43481, 157 | 2015-09-01,45342,,120,,17058,,39532, 158 | 2015-10-01,47089,,124,,18583,,43297, 159 | 2015-11-01,44573,,118,,16779,,38840, 160 | 2015-12-01,47089,,124,,18085,,42140, 161 | 2016-01-01,42574,,112,,14455,,33668, 162 | 2016-02-01,43292,,115,,16126,,37198, 163 | 2016-03-01,47089,,124,,18706,,43577, 164 | 2016-04-01,45570,,120,,18442,,42965, 165 | 2016-05-01,47131,,124,,18938,,44120, 166 | 2016-06-01,45521,,120,,17800,,41420, 167 | 2016-07-01,47089,,124,,18363,,42778, 168 | 2016-08-01,47089,,124,,18617,,43371, 169 | 2016-09-01,45551,,120,,17655,,41129, 170 | 2016-10-01,46968,,124,,18388,,42838, 171 | 2016-11-01,44750,,120,,17607,,41017, 172 | 2016-12-01,45989,,124,,18079,,42115, 173 | 2017-01-01,45396,,123,,15452,,35984, 174 | 2017-02-01,41488,,112,,15012,,34968, 175 | 2017-03-01,45196,,122,,17782,,41425, 176 | -------------------------------------------------------------------------------- /datasets/Alaska_Airlines/AS-EWR.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,1152,,4,,136,,327, 3 | 2002-11-01,8644,,30,,1943,,4665, 4 | 2002-12-01,8647,,30,,2821,,6776, 5 | 2003-01-01,8932,,31,,1859,,4463, 6 | 2003-02-01,7779,,27,,1606,,3856, 7 | 2003-03-01,8932,,31,,2056,,4936, 8 | 2003-04-01,8644,,30,,2581,,6197, 9 | 2003-05-01,9931,,31,,3195,,7671, 10 | 2003-06-01,15270,,53,,5077,160,12574, 11 | 2003-07-01,17863,,62,,6399,204,15854, 12 | 2003-08-01,17634,,62,,6402,217,15686, 13 | 2003-09-01,17287,,60,,4910,33,11868, 14 | 2003-10-01,17786,,62,,4978,41,11977, 15 | 2003-11-01,17287,,60,,4647,120,11446, 16 | 2003-12-01,17287,,60,,5865,163,14473, 17 | 2004-01-01,17287,,60,,4617,110,11350, 18 | 2004-02-01,16711,,58,,4233,165,10560, 19 | 2004-03-01,17863,,62,,5905,97,14411, 20 | 2004-04-01,18036,,60,,5812,186,14401, 21 | 2004-05-01,21734,,62,,6736,174,16591, 22 | 2004-06-01,24154,,60,,7845,45,18944, 23 | 2004-07-01,25604,,62,,9353,,22457, 24 | 2004-08-01,25604,,62,,8970,,21537, 25 | 2004-09-01,22531,,60,,7061,,16953, 26 | 2004-10-01,21734,,62,,7808,,18747, 27 | 2004-11-01,17623,,59,,6051,,14528, 28 | 2004-12-01,17863,,62,,6728,,16154, 29 | 2005-01-01,17575,,61,,5596,,13436, 30 | 2005-02-01,19102,,56,,6125,,14706, 31 | 2005-03-01,20577,,62,,7287,,17530, 32 | 2005-04-01,19967,,59,,7379,,17717, 33 | 2005-05-01,21071,,62,,8063,,19359, 34 | 2005-06-01,23472,,60,,8025,,19268, 35 | 2005-07-01,24855,,62,,9298,,22324, 36 | 2005-08-01,24769,,62,,8747,,21002, 37 | 2005-09-01,21580,,60,,6116,,14685, 38 | 2005-10-01,20922,,62,,7018,,16625, 39 | 2005-11-01,21321,,60,,7638,,18339, 40 | 2005-12-01,21916,,62,,8265,,19844, 41 | 2006-01-01,21801,,62,,6587,,15815, 42 | 2006-02-01,18785,,54,,6051,,14528, 43 | 2006-03-01,21196,,62,,7241,,17386, 44 | 2006-04-01,20485,,60,,7826,,18790, 45 | 2006-05-01,21110,,62,,7750,,18608, 46 | 2006-06-01,18137,,60,,7038,,16898, 47 | 2006-07-01,21160,,62,,8088,,19419, 48 | 2006-08-01,21111,,62,,7564,,18138, 49 | 2006-09-01,20399,,60,,7104,,17057, 50 | 2006-10-01,20843,,62,,7164,,17201, 51 | 2006-11-01,20125,,60,,6474,,15544, 52 | 2006-12-01,23436,,62,,7769,,18653, 53 | 2007-01-01,22587,,62,,5510,,13219, 54 | 2007-02-01,20860,,55,,6085,,14612, 55 | 2007-03-01,22351,,60,,6591,,15825, 56 | 2007-04-01,22697,,60,,7564,,18161, 57 | 2007-05-01,23350,,62,,8145,,19556, 58 | 2007-06-01,22675,,60,,8624,,20706, 59 | 2007-07-01,23465,,62,,9247,,22202, 60 | 2007-08-01,23262,,62,,9029,,21525, 61 | 2007-09-01,22675,,60,,7449,,17885, 62 | 2007-10-01,23358,,62,,8072,,19351, 63 | 2007-11-01,22689,,60,,7824,,18785, 64 | 2007-12-01,23270,,62,,8291,,19907, 65 | 2008-01-01,23110,,61,,6812,,16356, 66 | 2008-02-01,21585,,58,,6549,,15512, 67 | 2008-03-01,23407,,62,,7522,,18060, 68 | 2008-04-01,22668,,60,,7537,,18096, 69 | 2008-05-01,23451,,62,,8602,,20653, 70 | 2008-06-01,22653,,60,,8218,,19731, 71 | 2008-07-01,23422,,62,,8804,,21138, 72 | 2008-08-01,23436,,62,,8839,,21222, 73 | 2008-09-01,22231,,59,,7377,,17618, 74 | 2008-10-01,23415,,62,,7311,,17554, 75 | 2008-11-01,22276,,59,,6775,,16267, 76 | 2008-12-01,22179,,59,,7808,,18709, 77 | 2009-01-01,23336,,62,,6776,,16235, 78 | 2009-02-01,20761,,55,,5300,,12725, 79 | 2009-03-01,23278,,62,,6537,,15695, 80 | 2009-04-01,22471,,60,,7810,,18562, 81 | 2009-05-01,23415,,62,,8218,,19731, 82 | 2009-06-01,22639,,60,,8391,,20147, 83 | 2009-07-01,23400,,62,,8969,,21535, 84 | 2009-08-01,23393,,62,,8938,,21460, 85 | 2009-09-01,22632,,60,,7933,,19047, 86 | 2009-10-01,23393,,62,,8486,,20375, 87 | 2009-11-01,22248,,59,,7890,,18944, 88 | 2009-12-01,23167,,61,,8572,,20581, 89 | 2010-01-01,23407,,62,,6956,,16701, 90 | 2010-02-01,20298,,54,,6578,,15794, 91 | 2010-03-01,23393,,62,,7707,,18505, 92 | 2010-04-01,22661,,60,,7956,,19102, 93 | 2010-05-01,23472,,62,,8767,,21050, 94 | 2010-06-01,22718,,60,,8501,,20411, 95 | 2010-07-01,23443,,62,,9102,,21854, 96 | 2010-08-01,23407,,62,,8945,,21477, 97 | 2010-09-01,22668,,60,,8101,,19451, 98 | 2010-10-01,23393,,62,,8382,,20125, 99 | 2010-11-01,22312,,59,,7803,,18735, 100 | 2010-12-01,21566,,57,,7992,,19189, 101 | 2011-01-01,20826,,55,,6956,,16701, 102 | 2011-02-01,20015,,53,,6688,,16058, 103 | 2011-03-01,23407,,62,,8149,,19566, 104 | 2011-04-01,22675,,60,,8581,,20603, 105 | 2011-05-01,23400,,62,,9064,,21763, 106 | 2011-06-01,22646,,60,,8540,,20505, 107 | 2011-07-01,23403,,62,,8950,,21498, 108 | 2011-08-01,22031,,58,,8618,,20700, 109 | 2011-09-01,22706,,60,,7657,,18392, 110 | 2011-10-01,23184,,62,,8254,,19589, 111 | 2011-11-01,22699,,60,,8256,,19831, 112 | 2011-12-01,23547,,62,,8747,,21010, 113 | 2012-01-01,23112,,61,,7214,,17328, 114 | 2012-02-01,21837,,58,,6907,,16591, 115 | 2012-03-01,23475,,62,,8129,,19526, 116 | 2012-04-01,22677,,60,,8159,,19598, 117 | 2012-05-01,23417,,62,,8815,,21174, 118 | 2012-06-01,22764,,60,,8524,,20475, 119 | 2012-07-01,23468,,62,,8871,,21308, 120 | 2012-08-01,23496,,62,,9109,,21880, 121 | 2012-09-01,22728,,60,,7599,,18253, 122 | 2012-10-01,21162,,56,,7652,,18380, 123 | 2012-11-01,22483,,59,,7384,,17736, 124 | 2012-12-01,23494,,62,,8542,,20523, 125 | 2013-01-01,24527,,62,,8178,,19644, 126 | 2013-02-01,21423,,54,,7502,,18020, 127 | 2013-03-01,24145,,62,,8193,,19680, 128 | 2013-04-01,24450,,60,,8831,,21212, 129 | 2013-05-01,23665,,62,,8884,,21197, 130 | 2013-06-01,23477,,60,,8788,,21109, 131 | 2013-07-01,24952,,62,,9641,,23158, 132 | 2013-08-01,26559,,62,,10090,,24236, 133 | 2013-09-01,23369,,60,,8231,,19771, 134 | 2013-10-01,25932,,62,,9254,,22228, 135 | 2013-11-01,22608,,52,,7635,,18339, 136 | 2013-12-01,23398,,54,,9064,,21772, 137 | 2014-01-01,21181,,49,,7279,,17484, 138 | 2014-02-01,18733,,44,,6476,,15555, 139 | 2014-03-01,24183,,57,,8508,,20436, 140 | 2014-04-01,25942,,60,,9214,,22132, 141 | 2014-05-01,26934,,62,,10222,,24553, 142 | 2014-06-01,25060,85,59,1,9751,,22987,85 143 | 2014-07-01,25771,,61,,9917,,23821, 144 | 2014-08-01,26681,,62,,10258,,24640, 145 | 2014-09-01,25192,,60,,8909,,21399, 146 | 2014-10-01,25853,,62,,9413,,22610, 147 | 2014-11-01,24385,,57,,8561,,20564, 148 | 2014-12-01,24479,,57,,9563,,22970, 149 | 2015-01-01,24608,,57,,8419,,20222, 150 | 2015-02-01,21608,,50,,7853,,18863, 151 | 2015-03-01,25260,,59,,9479,,22540, 152 | 2015-04-01,25524,,60,,9603,,23066, 153 | 2015-05-01,26566,,62,,10245,,24608, 154 | 2015-06-01,26042,,60,,10007,,24037, 155 | 2015-07-01,26955,,62,,10482,,25178, 156 | 2015-08-01,26955,,62,,10350,,24861, 157 | 2015-09-01,26348,,61,,9310,,22363, 158 | 2015-10-01,26572,,62,,10029,,23708, 159 | 2015-11-01,25913,,60,,9439,,22672, 160 | 2015-12-01,26869,,62,,10210,,24524, 161 | 2016-01-01,25043,,58,,8511,,20443, 162 | 2016-02-01,25086,,58,,8019,,19262, 163 | 2016-03-01,26689,,62,,10060,,24164, 164 | 2016-04-01,25999,,60,,9679,,23249, 165 | 2016-05-01,26782,,62,,10147,,24373, 166 | 2016-06-01,25783,,60,,9240,,22194, 167 | 2016-07-01,26739,,62,,9981,,23974, 168 | 2016-08-01,26263,,62,,9844,,23645, 169 | 2016-09-01,25783,,60,,9216,,22137, 170 | 2016-10-01,26590,,62,,9952,,23905, 171 | 2016-11-01,35939,,86,,13346,,32191, 172 | 2016-12-01,51545,,123,,18681,,45117, 173 | 2017-01-01,47022,,111,,14317,,34598, 174 | 2017-02-01,40445,,95,,12373,,29897, 175 | 2017-03-01,56974,,134,,19004,,46083, 176 | -------------------------------------------------------------------------------- /datasets/Alaska_Airlines/AS-ORD.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,10587,,31,,2189,,6230, 3 | 2002-11-01,9563,85,28,1,2185,,5877,85 4 | 2002-12-01,10587,,31,,2613,,7437, 5 | 2003-01-01,10246,,30,,2272,,6466, 6 | 2003-02-01,9221,,27,,1885,,5365, 7 | 2003-03-01,10580,,31,,2230,,6344, 8 | 2003-04-01,9904,,29,,1911,,5439, 9 | 2003-05-01,10246,,30,,2797,,7960, 10 | 2003-06-01,10246,,30,,2864,,8151, 11 | 2003-07-01,10673,,32,,3142,,9015, 12 | 2003-08-01,10587,,31,,3086,,8783, 13 | 2003-09-01,10246,,30,,2215,,6304, 14 | 2003-10-01,10587,,31,,2806,,7986, 15 | 2003-11-01,9904,,29,,2624,,7468, 16 | 2003-12-01,10587,,31,,3006,,8555, 17 | 2004-01-01,10587,,31,,2631,,7488, 18 | 2004-02-01,9904,,29,,2060,,5863, 19 | 2004-03-01,10587,,31,,2605,,7414, 20 | 2004-04-01,12290,,39,,3111,,8065, 21 | 2004-05-01,24410,,93,,9929,,20563, 22 | 2004-06-01,24279,,90,,10648,,21947, 23 | 2004-07-01,25436,,94,,11539,,23820, 24 | 2004-08-01,25221,,93,,10775,,21899, 25 | 2004-09-01,25500,,89,,10073,,19894, 26 | 2004-10-01,27274,,94,,10913,,21765, 27 | 2004-11-01,30884,,120,,11878,,23505, 28 | 2004-12-01,30916,,118,,12072,,24132, 29 | 2005-01-01,29767,,115,,9940,,20178, 30 | 2005-02-01,28893,,111,,10001,,19881, 31 | 2005-03-01,32210,,124,,13647,,27032, 32 | 2005-04-01,31318,,120,,13726,,26823, 33 | 2005-05-01,32202,,124,,15122,,29727, 34 | 2005-06-01,31538,,119,,14162,,27855, 35 | 2005-07-01,32630,,123,,14864,,28990, 36 | 2005-08-01,32673,,123,,14642,,28577, 37 | 2005-09-01,33435,,120,,13445,,25537, 38 | 2005-10-01,35062,,124,,15091,,29491, 39 | 2005-11-01,30861,,120,,13068,,26043, 40 | 2005-12-01,31991,,124,,13459,,26972, 41 | 2006-01-01,30721,,120,,11720,,23687, 42 | 2006-02-01,28867,,112,,11850,,23774, 43 | 2006-03-01,31854,,124,,13584,,27082, 44 | 2006-04-01,31858,,120,,13555,,26939, 45 | 2006-05-01,37670,,124,,16557,,33392, 46 | 2006-06-01,36575,,120,,17193,,33595, 47 | 2006-07-01,38511,,124,,18215,,35287, 48 | 2006-08-01,37984,,124,,16959,,32686, 49 | 2006-09-01,38243,,119,,15443,,30065, 50 | 2006-10-01,40580,,124,,16184,,32037, 51 | 2006-11-01,35585,,120,,14194,,28740, 52 | 2006-12-01,35514,,119,,13989,,28092, 53 | 2007-01-01,36522,,124,,11175,,22804, 54 | 2007-02-01,31761,,107,,9577,,19125, 55 | 2007-03-01,35962,,121,,14168,,28564, 56 | 2007-04-01,35265,,117,,14106,,28322, 57 | 2007-05-01,39864,,124,,18118,,36059, 58 | 2007-06-01,38593,,120,,17837,,35535, 59 | 2007-07-01,39968,,124,,18637,,36988, 60 | 2007-08-01,39485,,123,,17663,,34792, 61 | 2007-09-01,38145,223,119,1,14925,,28744,189 62 | 2007-10-01,39568,,124,,15924,,31401, 63 | 2007-11-01,36459,,120,,14809,,29937, 64 | 2007-12-01,36873,,121,,14097,,28400, 65 | 2008-01-01,36665,,121,,12519,,25632, 66 | 2008-02-01,33553,,111,,11739,,23627, 67 | 2008-03-01,37439,,123,,14748,,29533, 68 | 2008-04-01,36438,,119,,14537,,28676, 69 | 2008-05-01,40279,,124,,17853,,35341, 70 | 2008-06-01,38598,,120,,16805,,33444, 71 | 2008-07-01,39833,,124,,17524,,34806, 72 | 2008-08-01,39659,,123,,17023,,33425, 73 | 2008-09-01,39300,,120,,15058,,29135, 74 | 2008-10-01,40500,,124,,16684,,32431, 75 | 2008-11-01,37851,,117,,15169,,29873, 76 | 2008-12-01,37443,,117,,15470,,31130, 77 | 2009-01-01,37199,,119,,12585,,25104, 78 | 2009-02-01,34682,,108,,11215,,22335, 79 | 2009-03-01,37537,,119,,15800,,30990, 80 | 2009-04-01,37289,,116,,15883,,31364, 81 | 2009-05-01,38944,,121,,17850,,35697, 82 | 2009-06-01,48655,,143,,20313,,43134, 83 | 2009-07-01,53419,,155,,22884,,49425, 84 | 2009-08-01,53894,,155,,22159,,47531, 85 | 2009-09-01,42031,,126,,17351,,34162, 86 | 2009-10-01,40663,,124,,17918,,35263, 87 | 2009-11-01,35117,,111,,15040,,30097, 88 | 2009-12-01,34922,,124,,15553,,30383, 89 | 2010-01-01,34530,,120,,12713,,25351, 90 | 2010-02-01,33486,,111,,11957,,23415, 91 | 2010-03-01,39408,,124,,16316,,32469, 92 | 2010-04-01,38594,,120,,15893,,31532, 93 | 2010-05-01,45206,,149,,20401,,39914, 94 | 2010-06-01,56610,,174,,24499,,50872, 95 | 2010-07-01,61014,,185,,27046,,56304, 96 | 2010-08-01,61509,,186,,26064,,53533, 97 | 2010-09-01,48305,,156,,20709,,39448, 98 | 2010-10-01,47006,,155,,20647,,39551, 99 | 2010-11-01,45175,,147,,20054,,38815, 100 | 2010-12-01,45830,,150,,20411,,39713, 101 | 2011-01-01,37892,,122,,14719,,29385, 102 | 2011-02-01,35404,,114,,13193,,25895, 103 | 2011-03-01,45570,,148,,20181,,39431, 104 | 2011-04-01,43203,,141,,18752,,36598, 105 | 2011-05-01,47260,,155,,21789,,42551, 106 | 2011-06-01,44758,,149,,20705,,40610, 107 | 2011-07-01,47456,,155,,22794,,44391, 108 | 2011-08-01,49065,,155,,23411,,45478, 109 | 2011-09-01,47498,,150,,21619,,41787, 110 | 2011-10-01,49082,,156,,21283,,41093, 111 | 2011-11-01,44393,,144,,20149,,39181, 112 | 2011-12-01,42973,,139,,19189,,37621, 113 | 2012-01-01,39036,,128,,15904,,31660, 114 | 2012-02-01,36451,,119,,14833,,29108, 115 | 2012-03-01,43315,,143,,19935,,39033, 116 | 2012-04-01,44325,,146,,20075,,39171, 117 | 2012-05-01,45899,,150,,21813,,42597, 118 | 2012-06-01,45193,,150,,21682,,42554, 119 | 2012-07-01,46088,,155,,22085,,43211, 120 | 2012-08-01,47630,,155,,22784,,44263, 121 | 2012-09-01,45723,,144,,20346,,39087, 122 | 2012-10-01,47869,,151,,21569,,41266, 123 | 2012-11-01,41992,,139,,18749,,35924, 124 | 2012-12-01,36597,,123,,17638,,33146, 125 | 2013-01-01,30027,,104,,14887,,26841, 126 | 2013-02-01,22507,,84,,11557,,19921, 127 | 2013-03-01,42407,,140,,18830,,36547, 128 | 2013-04-01,44280,,142,,18443,,35577, 129 | 2013-05-01,45861,,148,,21577,,42084, 130 | 2013-06-01,46377,,145,,22032,,42994, 131 | 2013-07-01,48850,,152,,23439,,45635, 132 | 2013-08-01,48173,,150,,22441,,43670, 133 | 2013-09-01,45581,,147,,18953,,36590, 134 | 2013-10-01,46455,,151,,19900,,38434, 135 | 2013-11-01,43110,,138,,17534,,33637, 136 | 2013-12-01,35477,,121,,17566,,32439, 137 | 2014-01-01,29385,,102,,12671,,22554, 138 | 2014-02-01,23778,,84,,11574,,19977, 139 | 2014-03-01,43724,,136,,20218,,38274, 140 | 2014-04-01,46722,,146,,20769,,39810, 141 | 2014-05-01,47283,,150,,21764,,42923, 142 | 2014-06-01,52805,,168,,24780,,47790, 143 | 2014-07-01,58048,,182,,28574,,54562, 144 | 2014-08-01,54713,,173,,25503,,49013, 145 | 2014-09-01,46644,,145,,20659,,39715, 146 | 2014-10-01,48840,,151,,21799,,41795, 147 | 2014-11-01,47147,,143,,21133,,40519, 148 | 2014-12-01,40741,,134,,20479,,37488, 149 | 2015-01-01,30116,,101,,14862,,26351, 150 | 2015-02-01,23894,,83,,12487,,21332, 151 | 2015-03-01,51725,,160,,24458,,46149, 152 | 2015-04-01,58337,,175,,26047,,49121, 153 | 2015-05-01,59767,,179,,29191,,55788, 154 | 2015-06-01,63861,,185,,29152,,57158, 155 | 2015-07-01,67376,,196,,31563,,61778, 156 | 2015-08-01,66120,,194,,28697,,55992, 157 | 2015-09-01,59978,,179,,25203,,47487, 158 | 2015-10-01,59902,,181,,25194,,46978, 159 | 2015-11-01,49644,,146,,21121,,40117, 160 | 2015-12-01,47062,,148,,22527,,41164, 161 | 2016-01-01,37982,,125,,17783,,31068, 162 | 2016-02-01,31249,,110,,15097,,26048, 163 | 2016-03-01,49088,,157,,22558,,41510, 164 | 2016-04-01,57470,,174,,24347,,44978, 165 | 2016-05-01,60940,,181,,28140,,53304, 166 | 2016-06-01,63301,,185,,27745,,54664, 167 | 2016-07-01,68031,,195,,29588,,58919, 168 | 2016-08-01,66131,,193,,29186,,56828, 169 | 2016-09-01,60331,,178,,26756,,50236, 170 | 2016-10-01,61056,,181,,27845,,51279, 171 | 2016-11-01,58105,,174,,26608,,49388, 172 | 2016-12-01,51703,,163,,25387,,45967, 173 | 2017-01-01,49303,,161,,22025,,39187, 174 | 2017-02-01,35107,,115,,16503,,28473, 175 | 2017-03-01,51623,,161,,23364,,41997, 176 | -------------------------------------------------------------------------------- /datasets/Delta_Airlines/DL-CLT.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,6026,,181,,17414,,3953, 3 | 2002-11-01,5593,,168,,15154,,3456, 4 | 2002-12-01,6297,,193,,16881,,3832, 5 | 2003-01-01,6494,,200,,13149,,2985, 6 | 2003-02-01,4454,,140,,12420,,2916, 7 | 2003-03-01,4654,,150,,14243,,3240, 8 | 2003-04-01,5324,,179,,13195,,2995, 9 | 2003-05-01,4912,,175,,13209,,3114, 10 | 2003-06-01,4909,,176,,13677,,3105, 11 | 2003-07-01,5293,,209,,13878,,3185, 12 | 2003-08-01,5176,,206,,13055,,2954, 13 | 2003-09-01,4711,,206,,13084,,2970, 14 | 2003-10-01,4916,,216,,15169,,3443, 15 | 2003-11-01,4680,,204,,12719,,2946, 16 | 2003-12-01,5314,,208,,13373,,3036, 17 | 2004-01-01,5921,,225,,12912,,2961, 18 | 2004-02-01,5447,,215,,12851,,2917, 19 | 2004-03-01,5936,,245,,15000,,3405, 20 | 2004-04-01,5372,,232,,16108,10,3659, 21 | 2004-05-01,5567,,242,,20223,28,4597, 22 | 2004-06-01,5517,,240,,21085,,4841, 23 | 2004-07-01,5293,,231,,19843,,4504, 24 | 2004-08-01,5405,,236,,17014,,3918, 25 | 2004-09-01,5169,,223,,13973,,3278, 26 | 2004-10-01,5270,,230,,17096,,3881, 27 | 2004-11-01,5115,,223,,14985,,3457, 28 | 2004-12-01,5192,,226,,15908,,3665, 29 | 2005-01-01,4881,,214,,14192,1,3222, 30 | 2005-02-01,6004,,264,,16018,12,3639, 31 | 2005-03-01,6617,,282,,21547,10,4893, 32 | 2005-04-01,6958,,277,,19921,14,4574, 33 | 2005-05-01,6050,,262,,19267,11,4503, 34 | 2005-06-01,5388,,236,,18494,9,4208, 35 | 2005-07-01,5895,,253,,17970,20,4486, 36 | 2005-08-01,5964,,259,,17464,,4158, 37 | 2005-09-01,6523,,213,,15406,,3497, 38 | 2005-10-01,7273,,239,,17367,,3958, 39 | 2005-11-01,5651,,191,,16640,,3777, 40 | 2005-12-01,6287,,195,,18651,,4256, 41 | 2006-01-01,6253,,194,,15361,,3487, 42 | 2006-02-01,5705,,177,,16065,,3647, 43 | 2006-03-01,6350,,197,,21507,,4882, 44 | 2006-04-01,5212,,162,,17829,,4047, 45 | 2006-05-01,5421,,168,,18424,,4206, 46 | 2006-06-01,4209,,136,,16706,,3792, 47 | 2006-07-01,3404,,105,,13562,2,3079, 48 | 2006-08-01,3618,,111,,12743,6,2915, 49 | 2006-09-01,4436,,138,,16276,,3702, 50 | 2006-10-01,5000,,155,,19589,,4447, 51 | 2006-11-01,4850,,148,,18819,,4393, 52 | 2006-12-01,4706,,146,,18915,,4294, 53 | 2007-01-01,4440,,137,,17937,,4118, 54 | 2007-02-01,4984,,141,,20372,,4624, 55 | 2007-03-01,14092,,205,,29921,38,13282, 56 | 2007-04-01,14181,,209,,30331,,13377, 57 | 2007-05-01,16273,,269,,37190,,14836, 58 | 2007-06-01,14311,,234,,31973,,13209, 59 | 2007-07-01,14764,,244,,33070,,13684, 60 | 2007-08-01,15402,,257,,33668,,14294, 61 | 2007-09-01,14823,,247,,30151,,12506, 62 | 2007-10-01,15911,,263,,32394,,13493, 63 | 2007-11-01,15102,,248,,28778,,11825, 64 | 2007-12-01,15387,,256,,30441,,12337, 65 | 2008-01-01,13957,,256,,26265,,10381, 66 | 2008-02-01,9954,,224,,26135,,7861, 67 | 2008-03-01,16392,,266,,33298,,14174, 68 | 2008-04-01,15737,,262,,28142,,11757, 69 | 2008-05-01,16182,,264,,29883,,12963, 70 | 2008-06-01,14930,,230,,29662,17,13112, 71 | 2008-07-01,15017,,224,,28251,35,13310, 72 | 2008-08-01,12757,,200,,25861,18,11282, 73 | 2008-09-01,8777,,247,,24571,,5604, 74 | 2008-10-01,9317,,260,,29328,,6657, 75 | 2008-11-01,8411,,238,,24331,23,5528, 76 | 2008-12-01,7248,,208,,25277,32,5805, 77 | 2009-01-01,7108,,219,,22609,9,5134, 78 | 2009-02-01,6229,,191,,18289,,4152, 79 | 2009-03-01,6721,,207,,21919,21,4980, 80 | 2009-04-01,6949,,215,,24374,,5573, 81 | 2009-05-01,7015,,214,,24794,15,5766, 82 | 2009-06-01,6302,,195,,23746,8,5413, 83 | 2009-07-01,5573,,172,,21055,,4888, 84 | 2009-08-01,5947,,184,,19537,,4492, 85 | 2009-09-01,7244,,220,,22712,,5279, 86 | 2009-10-01,8108,,248,,27260,,6188, 87 | 2009-11-01,6796,,207,,23723,,5385, 88 | 2009-12-01,4898,,150,,17740,28,4033, 89 | 2010-01-01,12696,,289,,28613,2,8928, 90 | 2010-02-01,11865,148,273,1,27339,,8283,147 91 | 2010-03-01,13441,,310,,34462,,10625, 92 | 2010-04-01,12583,,291,,33215,,10589, 93 | 2010-05-01,11903,,277,,31324,,10019, 94 | 2010-06-01,20064,,400,,45769,97,17884, 95 | 2010-07-01,20234,,415,,47069,114,17605, 96 | 2010-08-01,21023,,433,,44025,112,16295, 97 | 2010-09-01,20409,,444,,42452,17,14575, 98 | 2010-10-01,21344,,458,,46082,,15885, 99 | 2010-11-01,26349,,518,,45957,,16884, 100 | 2010-12-01,21422,,436,,42855,,15061, 101 | 2011-01-01,20916,,391,,33107,,11241, 102 | 2011-02-01,19425,,372,,31396,17,10083, 103 | 2011-03-01,24114,,449,,42890,,15414, 104 | 2011-04-01,23815,,462,,45669,,16373, 105 | 2011-05-01,20955,,455,,48512,,16311, 106 | 2011-06-01,22890,,451,,52977,,19388, 107 | 2011-07-01,18809,,390,,50151,,16287, 108 | 2011-08-01,18613,,390,,46504,,14554, 109 | 2011-09-01,17527,,360,,42258,,13640, 110 | 2011-10-01,18733,,378,,45924,,14799, 111 | 2011-11-01,20478,,397,,44248,,15182, 112 | 2011-12-01,18359,,379,,41161,,13274, 113 | 2012-01-01,14653,,344,,33531,,9448, 114 | 2012-02-01,15618,,336,,33524,,10221, 115 | 2012-03-01,24194,,401,,44540,,18395, 116 | 2012-04-01,28914,,441,,48522,,21989, 117 | 2012-05-01,28402,,448,,51504,,22527, 118 | 2012-06-01,28252,,460,,58153,,25394, 119 | 2012-07-01,30015,,466,,57997,,26535, 120 | 2012-08-01,30762,,483,,57450,,25548, 121 | 2012-09-01,29840,,472,,52523,,21743, 122 | 2012-10-01,29375,,489,,58398,,23149, 123 | 2012-11-01,25169,,420,,49962,,19312, 124 | 2012-12-01,21570,,373,,42672,,16705, 125 | 2013-01-01,25861,,411,,42104,,17242, 126 | 2013-02-01,25759,,395,,43975,,19426, 127 | 2013-03-01,27817,,468,,56511,,23366, 128 | 2013-04-01,31677,,500,,59143,,25826, 129 | 2013-05-01,30095,,480,,60244,,25708, 130 | 2013-06-01,30933,,492,,63394,,28252, 131 | 2013-07-01,32964,,522,,66743,,29826, 132 | 2013-08-01,31197,,501,,62597,,27368, 133 | 2013-09-01,28474,,450,,55811,,23516, 134 | 2013-10-01,33265,,505,,64031,,27055, 135 | 2013-11-01,30934,,458,,55861,,22826, 136 | 2013-12-01,23913,,365,,47443,,20027, 137 | 2014-01-01,25072,,373,,43810,,18645, 138 | 2014-02-01,22720,,347,,41909,,17920, 139 | 2014-03-01,28694,,470,,59666,,24013, 140 | 2014-04-01,35483,,527,,66780,,30240, 141 | 2014-05-01,36047,,529,,69010,,31803, 142 | 2014-06-01,35332,,535,,69839,,31542, 143 | 2014-07-01,34901,,527,,67817,,30283, 144 | 2014-08-01,33375,,508,,63611,,28099, 145 | 2014-09-01,30819,,487,,55197,,23710, 146 | 2014-10-01,31246,,509,,62424,,25807, 147 | 2014-11-01,32028,,482,,55535,,24054, 148 | 2014-12-01,28029,,427,,48643,,21516, 149 | 2015-01-01,31427,,516,,48801,,21222, 150 | 2015-02-01,28371,,466,,46314,,20090, 151 | 2015-03-01,34202,,563,,67379,,27904, 152 | 2015-04-01,36667,,579,,69695,,30434, 153 | 2015-05-01,37861,,589,,74359,,32847, 154 | 2015-06-01,40022,,597,,76623,,35168, 155 | 2015-07-01,39959,,601,,74434,,34645, 156 | 2015-08-01,39196,,591,,69352,,30665, 157 | 2015-09-01,34292,,523,,63284,,27133, 158 | 2015-10-01,35997,,550,,73709,,31661, 159 | 2015-11-01,35161,,541,,71788,,30529, 160 | 2015-12-01,27978,,435,,57526,,25266, 161 | 2016-01-01,28884,,453,,56867,82,23358, 162 | 2016-02-01,28811,,454,,46146,66,20396, 163 | 2016-03-01,34187,,569,,58916,69,26353, 164 | 2016-04-01,33239,,551,,58839,,26102, 165 | 2016-05-01,37105,,593,,71536,,32098, 166 | 2016-06-01,36260,,581,,68872,,32128, 167 | 2016-07-01,36002,,573,,61363,,29306, 168 | 2016-08-01,36784,,576,,53685,,26073, 169 | 2016-09-01,32473,,536,,53337,,24864, 170 | 2016-10-01,30912,,523,,54036,,23540, 171 | 2016-11-01,30117,,501,,50906,,22491, 172 | 2016-12-01,25178,,413,,43833,,19667, 173 | 2017-01-01,26577,,432,,39986,,18087, 174 | 2017-02-01,25477,,413,,39396,,17565, 175 | 2017-03-01,26541,,460,,50870,,21362, 176 | -------------------------------------------------------------------------------- /datasets/Envoy_Air/MQ-BWI.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,3682,,350,,8661,,2651, 3 | 2002-11-01,3125,,288,,6690,,2062, 4 | 2002-12-01,2839,,253,,5648,,1727, 5 | 2003-01-01,3774,,298,,6338,,2043, 6 | 2003-02-01,3113,,250,,5923,,1952, 7 | 2003-03-01,3981,,325,,7332,,2431, 8 | 2003-04-01,4149,,317,,8491,,2857, 9 | 2003-05-01,3020,,210,,5932,,2195, 10 | 2003-06-01,2893,,203,,6006,,2223, 11 | 2003-07-01,3029,,213,,6215,,2306, 12 | 2003-08-01,2894,,199,,5524,,2037, 13 | 2003-09-01,2724,,188,,4936,,1827, 14 | 2003-10-01,3017,,210,,6857,,2540, 15 | 2003-11-01,2663,,182,,5415,,2004, 16 | 2003-12-01,2518,,172,,4634,,1715, 17 | 2004-01-01,2554,,176,,4665,,1726, 18 | 2004-02-01,2708,,188,,4820,,1781, 19 | 2004-03-01,3009,,208,,5763,,2139, 20 | 2004-04-01,2973,,199,,6225,,2303, 21 | 2004-05-01,2976,,211,,6280,,2324, 22 | 2004-06-01,3172,,216,,6245,,2311, 23 | 2004-07-01,2907,,195,,5380,,2015, 24 | 2004-08-01,2955,,200,,5132,,1903, 25 | 2004-09-01,2774,,186,,4956,,1835, 26 | 2004-10-01,2966,,188,,5630,,2082, 27 | 2004-11-01,3047,,184,,5617,,2078, 28 | 2004-12-01,2943,,181,,4188,,1557, 29 | 2005-01-01,2918,,172,,4713,,1740, 30 | 2005-02-01,3049,,183,,4953,,1830, 31 | 2005-03-01,3619,,209,,6744,,2499, 32 | 2005-04-01,3113,,199,,6087,,2252, 33 | 2005-05-01,3458,,209,,7168,,2652, 34 | 2005-06-01,2475,,147,,5441,,2017, 35 | 2005-07-01,2275,,130,,5073,,1878, 36 | 2005-08-01,1969,,137,,4326,,1606, 37 | 2005-09-01,1856,,128,,4095,,1515, 38 | 2005-10-01,2033,,134,,4296,,1652, 39 | 2005-11-01,4459,,197,,7672,,3693, 40 | 2005-12-01,4110,,184,,5993,,2906, 41 | 2006-01-01,4595,,198,,6373,,3147, 42 | 2006-02-01,3911,,169,,5917,,2870, 43 | 2006-03-01,4710,,202,,7572,,3718, 44 | 2006-04-01,4722,,228,,8521,,3955, 45 | 2006-05-01,4096,,236,,7711,,3348, 46 | 2006-06-01,3934,,225,,7910,,3412, 47 | 2006-07-01,4050,,233,,7861,,3416, 48 | 2006-08-01,4086,,236,,7677,,3327, 49 | 2006-09-01,5304,,229,,8555,,4276, 50 | 2006-10-01,5852,,245,,9117,,4665, 51 | 2006-11-01,5715,,231,,8605,,4450, 52 | 2006-12-01,4603,,183,,6078,,3162, 53 | 2007-01-01,4080,,155,,4874,,2666, 54 | 2007-02-01,3315,,126,,4151,,2276, 55 | 2007-03-01,3891,,145,,5789,,3204, 56 | 2007-04-01,3856,,143,,5961,,3315, 57 | 2007-05-01,4049,,153,,6639,,3569, 58 | 2007-06-01,3570,,136,,6056,,3213, 59 | 2007-07-01,3936,,148,,6175,,3392, 60 | 2007-08-01,3930,,149,,5835,,3165, 61 | 2007-09-01,3968,,148,,5516,,2971, 62 | 2007-10-01,4043,,149,,5857,,3279, 63 | 2007-11-01,3978,,150,,5710,,3178, 64 | 2007-12-01,3714,,140,,5159,,2788, 65 | 2008-01-01,3963,,148,,5172,,2930, 66 | 2008-02-01,3139,,118,,4071,,2290, 67 | 2008-03-01,3810,,143,,5668,,3094, 68 | 2008-04-01,3738,,141,,5365,,2951, 69 | 2008-05-01,3924,,148,,6105,,3310, 70 | 2008-06-01,3786,,145,,6149,,3312, 71 | 2008-07-01,3881,,146,,5887,,3249, 72 | 2008-08-01,3780,,141,,5547,,3097, 73 | 2008-09-01,3759,,141,,5438,,2974, 74 | 2008-10-01,3974,,150,,5798,,3172, 75 | 2008-11-01,2859,,113,,4139,,2208, 76 | 2008-12-01,2872,,114,,3920,,2057, 77 | 2009-01-01,2969,,116,,3896,,2043, 78 | 2009-02-01,2711,,107,,3813,,2008, 79 | 2009-03-01,2958,,115,,4821,,2512, 80 | 2009-04-01,2917,,113,,4817,,2596, 81 | 2009-05-01,2995,,119,,5025,,2627, 82 | 2009-06-01,2898,,117,,4988,,2594, 83 | 2009-07-01,3014,,119,,5322,,2730, 84 | 2009-08-01,2950,,114,,4903,,2609, 85 | 2009-09-01,2880,,114,,4686,,2369, 86 | 2009-10-01,3053,,121,,5095,,2640, 87 | 2009-11-01,2854,,113,,4591,,2374, 88 | 2009-12-01,2871,,114,,4442,,2326, 89 | 2010-01-01,2940,,117,,4155,,2166, 90 | 2010-02-01,2312,,90,,3401,,1821, 91 | 2010-03-01,3033,,119,,4648,,2476, 92 | 2010-04-01,4290,,159,,6589,,3648, 93 | 2010-05-01,4575,,168,,7009,,3915, 94 | 2010-06-01,4282,,158,,7123,,3874, 95 | 2010-07-01,4805,,171,,7561,,4187, 96 | 2010-08-01,4788,,177,,7680,,4201, 97 | 2010-09-01,4630,,168,,7166,,3999, 98 | 2010-10-01,4783,,177,,7848,,4340, 99 | 2010-11-01,4284,,159,,6901,,3777, 100 | 2010-12-01,3534,,133,,5560,,3007, 101 | 2011-01-01,3701,,137,,5224,,2876, 102 | 2011-02-01,3216,,121,,4583,,2547, 103 | 2011-03-01,3941,,148,,6104,,3323, 104 | 2011-04-01,4381,,162,,7063,,3939, 105 | 2011-05-01,4505,,168,,7457,,4083, 106 | 2011-06-01,4211,,155,,6893,,3808, 107 | 2011-07-01,4505,,164,,7336,,4047, 108 | 2011-08-01,4352,,157,,6956,,3916, 109 | 2011-09-01,4599,,167,,7220,,3964, 110 | 2011-10-01,4723,,173,,7814,,4308, 111 | 2011-11-01,4101,,153,,6778,,3689, 112 | 2011-12-01,3724,,141,,5913,,3144, 113 | 2012-01-01,3806,,145,,5152,,2786, 114 | 2012-02-01,3527,,134,,5240,,2847, 115 | 2012-03-01,3833,,145,,6257,,3338, 116 | 2012-04-01,4502,,166,,7429,,4100, 117 | 2012-05-01,4653,,172,,7643,,4166, 118 | 2012-06-01,4546,,168,,7661,,4173, 119 | 2012-07-01,4437,,163,,7199,,3948, 120 | 2012-08-01,4707,,172,,7318,,3995, 121 | 2012-09-01,4498,,166,,6791,,3753, 122 | 2012-10-01,4408,,161,,6802,,3733, 123 | 2012-11-01,4092,,152,,6426,,3465, 124 | 2012-12-01,3528,,135,,5252,,2696, 125 | 2013-01-01,3746,,143,,5141,,2686, 126 | 2013-02-01,3054,,117,,4115,,2164, 127 | 2013-03-01,3626,,138,,5343,,2806, 128 | 2013-04-01,4225,,153,,5944,,3316, 129 | 2013-05-01,4699,,172,,7262,,3952, 130 | 2013-06-01,4102,,153,,6682,,3644, 131 | 2013-07-01,4458,,167,,7109,,3860, 132 | 2013-08-01,4580,,171,,7150,,3922, 133 | 2013-09-01,4525,,166,,6992,,3822, 134 | 2013-10-01,4818,,176,,7458,,4084, 135 | 2013-11-01,4244,,157,,6614,,3640, 136 | 2013-12-01,3496,,137,,5650,,2963, 137 | 2014-01-01,2840,,116,,4139,,2206, 138 | 2014-02-01,3025,,119,,4556,,2491, 139 | 2014-03-01,2144,,89,,3537,,1699, 140 | 2014-04-01,1977,,84,,3550,,1697, 141 | 2014-05-01,2801,,106,,4705,,2379, 142 | 2014-06-01,2178,,86,,3835,,1837, 143 | 2014-07-01,2147,,82,,3652,,1755, 144 | 2014-08-01,2238,,89,,3805,,1844, 145 | 2014-09-01,1151,,57,,2410,,1029, 146 | 2014-10-01,2150,,91,,3846,,1859, 147 | 2014-11-01,1270,,60,,2433,,1105, 148 | 2014-12-01,1610,,73,,2849,,1292, 149 | 2015-01-01,2216,,84,,3304,,1667, 150 | 2015-02-01,1310,,56,,2089,,990, 151 | 2015-03-01,1153,,57,,2193,,948, 152 | 2015-04-01,1179,,59,,2302,,1005, 153 | 2015-05-01,1240,,61,,2542,,1063, 154 | 2015-06-01,2598,,104,,4704,,2413, 155 | 2015-07-01,2861,,114,,5180,,2707, 156 | 2015-08-01,2881,,115,,5035,,2630, 157 | 2015-09-01,3413,,129,,5551,,3002, 158 | 2015-10-01,4142,,147,,7163,,3921, 159 | 2015-11-01,4173,,139,,6529,,3620, 160 | 2015-12-01,3785,,139,,6114,,3270, 161 | 2016-01-01,3411,,114,,4847,,2590, 162 | 2016-02-01,3350,,111,,4713,,2571, 163 | 2016-03-01,3896,,148,,6142,,3333, 164 | 2016-04-01,3715,,125,,5536,,3003, 165 | 2016-05-01,2922,,105,,4599,,2345, 166 | 2016-06-01,3934,,135,,6032,,3326, 167 | 2016-07-01,3835,,136,,5944,,3217, 168 | 2016-08-01,4719,,154,,6823,,3831, 169 | 2016-09-01,5810,,167,,9001,,5111, 170 | 2016-10-01,4281,,127,,6424,,3531, 171 | 2016-11-01,2189,,85,,3405,,1726, 172 | 2016-12-01,4044,,139,,6181,,3321, 173 | 2017-01-01,3212,,123,,4952,,2660, 174 | 2017-02-01,3244,,120,,4720,,2595, 175 | 2017-03-01,2338,,93,,3867,,1998, 176 | -------------------------------------------------------------------------------- /datasets/Envoy_Air/MQ-DTW.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,2752,,148,,3856,,1929, 3 | 2002-11-01,2366,,125,,2868,,1437, 4 | 2002-12-01,2474,,132,,3075,,1538, 5 | 2003-01-01,2109,,107,,1934,,1015, 6 | 2003-02-01,1607,,77,,1835,,986, 7 | 2003-03-01,2310,,115,,2409,,1300, 8 | 2003-04-01,2611,,133,,3085,,1623, 9 | 2003-05-01,2765,,141,,3825,,1987, 10 | 2003-06-01,2593,,133,,3797,,1979, 11 | 2003-07-01,2463,,131,,3527,,1674, 12 | 2003-08-01,2508,,126,,3543,,1866, 13 | 2003-09-01,2604,,133,,3581,,1880, 14 | 2003-10-01,2739,,140,,3462,,1816, 15 | 2003-11-01,2427,,116,,2757,,1526, 16 | 2003-12-01,2210,,108,,2774,,1493, 17 | 2004-01-01,2360,,113,,2344,,1360, 18 | 2004-02-01,2722,,119,,2573,,1586, 19 | 2004-03-01,2640,,122,,2959,,1720, 20 | 2004-04-01,2147,,112,,2835,,1452, 21 | 2004-05-01,2482,,130,,3536,,1767, 22 | 2004-06-01,2908,,140,,4119,,2169, 23 | 2004-07-01,2569,,116,,3087,,1792, 24 | 2004-08-01,2712,,122,,3214,,1847, 25 | 2004-09-01,2629,,128,,3486,,1885, 26 | 2004-10-01,2791,,137,,3582,,1923, 27 | 2004-11-01,2036,,104,,2772,,1405, 28 | 2004-12-01,2084,,104,,2929,,1467, 29 | 2005-01-01,2360,,117,,2431,,1219, 30 | 2005-02-01,2330,,116,,2832,,1419, 31 | 2005-03-01,2656,,134,,3800,,1899, 32 | 2005-04-01,2845,,135,,3665,,1836, 33 | 2005-05-01,2816,,138,,4127,,2087, 34 | 2005-06-01,2569,,125,,4020,,2014, 35 | 2005-07-01,2740,,133,,4215,,2112, 36 | 2005-08-01,2759,,139,,4266,,2133, 37 | 2005-09-01,2693,,134,,4136,,2072, 38 | 2005-10-01,2727,,136,,3956,,1982, 39 | 2005-11-01,2399,,128,,3853,,1926, 40 | 2005-12-01,2883,,166,,5300,,2300, 41 | 2006-01-01,3247,,195,,5649,,2258, 42 | 2006-02-01,2886,,175,,5629,,2233, 43 | 2006-03-01,3333,,201,,6124,,2466, 44 | 2006-04-01,3190,,189,,5986,,2372, 45 | 2006-05-01,3384,,200,,6727,,2755, 46 | 2006-06-01,3254,,193,,7087,,2861, 47 | 2006-07-01,3644,,214,,7095,,2915, 48 | 2006-08-01,3883,,227,,7401,,3070, 49 | 2006-09-01,3909,,214,,7374,,2964, 50 | 2006-10-01,4130,,220,,7787,,3142, 51 | 2006-11-01,3985,,208,,7363,,2891, 52 | 2006-12-01,3725,,196,,6799,,2662, 53 | 2007-01-01,3488,,190,,5946,,2248, 54 | 2007-02-01,3015,,163,,5620,,2175, 55 | 2007-03-01,3512,,190,,6579,,2557, 56 | 2007-04-01,3792,,205,,7334,,2917, 57 | 2007-05-01,4206,,228,,7913,,3118, 58 | 2007-06-01,3748,,198,,7925,,3131, 59 | 2007-07-01,4207,,222,,8580,,3452, 60 | 2007-08-01,4332,,230,,9243,,3763, 61 | 2007-09-01,4084,,219,,8035,,3225, 62 | 2007-10-01,4202,,225,,8014,,3182, 63 | 2007-11-01,4108,,218,,8134,,3319, 64 | 2007-12-01,3519,,191,,6886,,2757, 65 | 2008-01-01,3326,,187,,5725,,2310, 66 | 2008-02-01,2952,,174,,5082,,2038, 67 | 2008-03-01,3245,,191,,6096,,2450, 68 | 2008-04-01,3247,,192,,6136,,2474, 69 | 2008-05-01,3331,,200,,6662,,2702, 70 | 2008-06-01,3451,,218,,7624,,2866, 71 | 2008-07-01,3524,,222,,7831,,2899, 72 | 2008-08-01,3590,,223,,7820,,2899, 73 | 2008-09-01,3675,,221,,7340,,2749, 74 | 2008-10-01,3887,,233,,7904,,2987, 75 | 2008-11-01,3994,,228,,9856,,2994, 76 | 2008-12-01,3853,,218,,9790,,3001, 77 | 2009-01-01,4009,,229,,9161,,2688, 78 | 2009-02-01,3729,,213,,9040,,2629, 79 | 2009-03-01,4057,,231,,10149,,2947, 80 | 2009-04-01,3662,,227,,9694,,2945, 81 | 2009-05-01,3760,,240,,9525,,2894, 82 | 2009-06-01,3915,,241,,10164,,3232, 83 | 2009-07-01,4301,,262,,10467,,3374, 84 | 2009-08-01,4677,,280,,12210,,3777, 85 | 2009-09-01,5621,,345,,15028,,4325, 86 | 2009-10-01,5658,,355,,15776,,4497, 87 | 2009-11-01,5553,,342,,14788,,4203, 88 | 2009-12-01,5555,,335,,15193,,4440, 89 | 2010-01-01,5317,,323,,12696,,3694, 90 | 2010-02-01,4644,,282,,12021,,3399, 91 | 2010-03-01,5417,,328,,12819,,3671, 92 | 2010-04-01,4528,,289,,11261,,3419, 93 | 2010-05-01,4442,,289,,11227,,3515, 94 | 2010-06-01,4273,,277,,11203,,3561, 95 | 2010-07-01,4779,,309,,12519,,3749, 96 | 2010-08-01,5180,,326,,13598,,4114, 97 | 2010-09-01,4997,,316,,12536,,3704, 98 | 2010-10-01,5052,,321,,12963,,3846, 99 | 2010-11-01,5045,,315,,12191,,3722, 100 | 2010-12-01,4825,,303,,11817,,3651, 101 | 2011-01-01,5482,,338,,11203,,3358, 102 | 2011-02-01,4300,,286,,9716,,2890, 103 | 2011-03-01,5143,,355,,12469,,3887, 104 | 2011-04-01,4899,,343,,12401,,3919, 105 | 2011-05-01,4940,11,347,1,12685,,3984,9 106 | 2011-06-01,4787,,338,,12377,,3777, 107 | 2011-07-01,5011,,349,,13110,,4093, 108 | 2011-08-01,5184,,341,,13702,,4319, 109 | 2011-09-01,6183,,334,,13526,,4471, 110 | 2011-10-01,6473,,346,,14016,,4638, 111 | 2011-11-01,5645,,329,,12406,,3977, 112 | 2011-12-01,5308,,344,,12509,,3983, 113 | 2012-01-01,5242,,337,,10652,,3258, 114 | 2012-02-01,4818,,327,,10543,,3211, 115 | 2012-03-01,5006,,344,,11665,,3756, 116 | 2012-04-01,5841,,390,,13525,,4372, 117 | 2012-05-01,5793,,386,,13872,,4546, 118 | 2012-06-01,5837,,392,,14438,,4702, 119 | 2012-07-01,5884,,393,,14108,,4538, 120 | 2012-08-01,6070,,410,,15494,,4979, 121 | 2012-09-01,5709,,383,,13082,,4230, 122 | 2012-10-01,5642,,383,,13460,,4262, 123 | 2012-11-01,5621,,375,,12980,,4134, 124 | 2012-12-01,5694,11,380,1,13172,,4253,8 125 | 2013-01-01,6072,,400,,11873,,3695, 126 | 2013-02-01,5157,,340,,11093,,3457, 127 | 2013-03-01,5704,,383,,12603,,4093, 128 | 2013-04-01,5204,,345,,11304,,3612, 129 | 2013-05-01,5611,,378,,13734,,4447, 130 | 2013-06-01,5645,,373,,14029,,4480, 131 | 2013-07-01,6592,,422,,14741,,4809, 132 | 2013-08-01,6702,,422,,15516,,4984, 133 | 2013-09-01,7377,,394,,15001,,4951, 134 | 2013-10-01,8012,0,427,0,17729,,5913,0 135 | 2013-11-01,7197,,389,,14947,,4883, 136 | 2013-12-01,6470,,372,,14543,,4934, 137 | 2014-01-01,5650,,288,,10503,,3568, 138 | 2014-02-01,5614,,289,,11455,,3770, 139 | 2014-03-01,6696,,328,,12336,,4130, 140 | 2014-04-01,5549,,260,,11364,,4014, 141 | 2014-05-01,6241,,312,,14032,,4756, 142 | 2014-06-01,6090,,305,,14033,,4804, 143 | 2014-07-01,6276,,324,,14039,,4601, 144 | 2014-08-01,6587,,315,,14617,,5083, 145 | 2014-09-01,6659,,314,,14165,,4820, 146 | 2014-10-01,7145,,346,,16065,,5325, 147 | 2014-11-01,5856,,264,,12381,,4371, 148 | 2014-12-01,6831,,336,,15347,,5070, 149 | 2015-01-01,7136,,358,,14172,,4226, 150 | 2015-02-01,5632,,270,,11432,,3628, 151 | 2015-03-01,5876,,263,,10169,,3491, 152 | 2015-04-01,4937,,191,,7839,,3072, 153 | 2015-05-01,5426,,226,,11029,,4061, 154 | 2015-06-01,4343,,159,,8265,,3711, 155 | 2015-07-01,4873,,183,,10243,,4442, 156 | 2015-08-01,3490,,143,,7856,,3207, 157 | 2015-09-01,3267,,133,,7080,,2870, 158 | 2015-10-01,3589,,172,,9744,,3221, 159 | 2015-11-01,1595,,95,,5050,,1326, 160 | 2015-12-01,1941,,137,,7342,,1727, 161 | 2016-01-01,1682,,118,,6234,,1466, 162 | 2016-02-01,647,,45,,2347,,552, 163 | 2016-03-01,1121,,76,,3001,,732, 164 | 2016-04-01,1009,,70,,3387,,804, 165 | 2016-05-01,1173,,80,,4346,,1021, 166 | 2016-06-01,1402,,108,,5701,,1340, 167 | 2016-07-01,1502,,111,,5967,,1402, 168 | 2016-08-01,1663,,121,,5881,,1393, 169 | 2016-09-01,1749,,118,,5515,,1296, 170 | 2016-10-01,2246,,146,,6952,,1625, 171 | 2016-11-01,1766,,117,,4911,,1154, 172 | 2016-12-01,1353,,90,,4464,,1049, 173 | 2017-01-01,972,,52,,2140,,727, 174 | 2017-02-01,591,,27,,1043,,430, 175 | 2017-03-01,2079,,86,,3218,,1527, 176 | -------------------------------------------------------------------------------- /datasets/Frontier_Airlines/F9-ATL.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,9332,,58,,5774,,6923, 3 | 2002-11-01,8076,,51,,4441,,5321, 4 | 2002-12-01,9684,,60,,5912,,7084, 5 | 2003-01-01,9513,,59,,4254,,5096, 6 | 2003-02-01,8941,,55,,2060,,5961, 7 | 2003-03-01,9477,,58,,5591,,6704, 8 | 2003-04-01,9551,,60,,5248,,6292, 9 | 2003-05-01,9971,,63,,5653,,6778, 10 | 2003-06-01,9496,,60,,6166,,7393, 11 | 2003-07-01,9654,,61,,7067,,8472, 12 | 2003-08-01,9496,,60,,7033,,8431, 13 | 2003-09-01,9496,,60,,6019,,7214, 14 | 2003-10-01,9820,,62,,6681,,8006, 15 | 2003-11-01,8623,,58,,5273,,6320, 16 | 2003-12-01,9338,,59,,6556,,7862, 17 | 2004-01-01,9654,,61,,5714,,6855, 18 | 2004-02-01,8475,,58,,5722,,6862, 19 | 2004-03-01,9218,,62,,6511,,7805, 20 | 2004-04-01,8662,,60,,6238,,7477, 21 | 2004-05-01,9274,,63,,6114,,7573, 22 | 2004-06-01,10407,,70,,7825,,9382, 23 | 2004-07-01,13666,,92,,10889,,13056, 24 | 2004-08-01,13880,,92,,8730,,11173, 25 | 2004-09-01,11249,,78,,5906,,7081, 26 | 2004-10-01,12520,,88,,7658,3,9186, 27 | 2004-11-01,11431,,81,,6232,,7472, 28 | 2004-12-01,11064,,77,,6448,,7731, 29 | 2005-01-01,9286,,62,,5040,,6044, 30 | 2005-02-01,8460,,56,,4857,,5825, 31 | 2005-03-01,9218,,62,,4857,,7535, 32 | 2005-04-01,12043,,81,,7859,,9423, 33 | 2005-05-01,13530,,91,,9683,,11620, 34 | 2005-06-01,13530,,91,,10460,,12546, 35 | 2005-07-01,13678,,92,,10380,,12447, 36 | 2005-08-01,13827,,93,,8705,,10440, 37 | 2005-09-01,17680,,119,,7936,,12677, 38 | 2005-10-01,13764,,92,,8761,,10511, 39 | 2005-11-01,12539,,85,,8184,,9781, 40 | 2005-12-01,13381,,90,,8357,,10027, 41 | 2006-01-01,13232,,89,,6998,,8389, 42 | 2006-02-01,12340,,83,,7898,,9473, 43 | 2006-03-01,12163,,86,,8273,,9922, 44 | 2006-04-01,11877,,84,,8957,,10750, 45 | 2006-05-01,13678,,92,,10620,,12720, 46 | 2006-06-01,12935,,87,,10480,,12564, 47 | 2006-07-01,14086,,89,,10840,,13001, 48 | 2006-08-01,14719,,93,,10239,,12279, 49 | 2006-09-01,13615,,91,,8658,,10383, 50 | 2006-10-01,13530,,91,,9439,,11321, 51 | 2006-11-01,13611,,86,,9183,,11013, 52 | 2006-12-01,12277,,82,,8218,,9846, 53 | 2007-01-01,13928,,88,,8576,,10283, 54 | 2007-02-01,14719,,93,,9891,,11859, 55 | 2007-03-01,18834,,119,,12734,,15268, 56 | 2007-04-01,18043,,113,,13591,,16296, 57 | 2007-05-01,19288,,121,,14372,,17235, 58 | 2007-06-01,19129,,121,,14776,,17716, 59 | 2007-07-01,20023,,126,,15407,,18479, 60 | 2007-08-01,19625,,124,,14633,,17545, 61 | 2007-09-01,18885,,119,,12061,,14462, 62 | 2007-10-01,20084,,126,,12391,,14858, 63 | 2007-11-01,18805,,118,,11219,,13453, 64 | 2007-12-01,17086,,110,,10649,,12770, 65 | 2008-01-01,19932,,126,,10722,,12859, 66 | 2008-02-01,18063,,113,,11612,,13924, 67 | 2008-03-01,20629,,129,,12884,,15459, 68 | 2008-04-01,21651,,138,,13130,,15748, 69 | 2008-05-01,24018,,156,,14844,,17802, 70 | 2008-06-01,15206,,98,,11748,,14087, 71 | 2008-07-01,18610,,126,,13466,,16148, 72 | 2008-08-01,18630,,126,,12188,,14615, 73 | 2008-09-01,14379,,92,,9978,,11965, 74 | 2008-10-01,14454,,94,,10138,,12160, 75 | 2008-11-01,13888,,89,,8794,,10546, 76 | 2008-12-01,15529,,96,,10477,,12587, 77 | 2009-01-01,14237,,93,,8013,,9610, 78 | 2009-02-01,12623,,83,,7746,,9290, 79 | 2009-03-01,14177,,88,,9285,,11135, 80 | 2009-04-01,14316,,88,,9994,,11983, 81 | 2009-05-01,15100,,93,,10340,,12399, 82 | 2009-06-01,14321,,88,,11038,,13236, 83 | 2009-07-01,15141,,93,,12306,,14756, 84 | 2009-08-01,14546,,93,,11277,,13521, 85 | 2009-09-01,13702,,89,,9914,,11887, 86 | 2009-10-01,14354,,93,,9518,,11412, 87 | 2009-11-01,9911,,61,,5383,,6454, 88 | 2009-12-01,11295,,71,,7633,,9152, 89 | 2010-01-01,13937,,89,,7992,,9582, 90 | 2010-02-01,12163,,78,,6837,,8198, 91 | 2010-03-01,14139,,90,,9538,,11436, 92 | 2010-04-01,13899,,87,,9428,,11304, 93 | 2010-05-01,15100,,92,,10472,,12556, 94 | 2010-06-01,14546,,90,,11260,,13501, 95 | 2010-07-01,15163,,93,,12045,,14440, 96 | 2010-08-01,14671,,90,,9796,,11741, 97 | 2010-09-01,14004,,86,,8892,,10662, 98 | 2010-10-01,14187,,87,,9343,,11202, 99 | 2010-11-01,13208,,83,,8402,,10074, 100 | 2010-12-01,13966,,86,,9740,,11718, 101 | 2011-01-01,12151,,77,,7597,,9210, 102 | 2011-02-01,11613,,75,,7373,,8840, 103 | 2011-03-01,13755,,88,,8793,,10543, 104 | 2011-04-01,13551,,85,,9208,,11040, 105 | 2011-05-01,14556,,89,,10964,,13146, 106 | 2011-06-01,14251,,86,,10972,,13155, 107 | 2011-07-01,13544,,82,,10936,,13110, 108 | 2011-08-01,14750,,89,,11285,,13526, 109 | 2011-09-01,13731,,83,,10314,,12364, 110 | 2011-10-01,13129,,83,,9642,,11561, 111 | 2011-11-01,13021,,79,,9922,,11896, 112 | 2011-12-01,13532,,82,,10256,,12297, 113 | 2012-01-01,12820,,81,,9207,,11039, 114 | 2012-02-01,10727,,68,,8201,,9739, 115 | 2012-03-01,14402,,89,,9946,,11925, 116 | 2012-04-01,13172,,83,,9855,,11816, 117 | 2012-05-01,14294,,88,,11024,,13218, 118 | 2012-06-01,14230,,86,,11374,,13637, 119 | 2012-07-01,14259,,87,,11449,,13642, 120 | 2012-08-01,15036,,92,,11892,,14148, 121 | 2012-09-01,12884,,78,,10175,,12200, 122 | 2012-10-01,13474,,81,,10689,,12816, 123 | 2012-11-01,13237,,80,,10366,,12429, 124 | 2012-12-01,9597,,58,,7747,,9289, 125 | 2013-01-01,5827,,35,,4602,,5518, 126 | 2013-02-01,3806,,23,,2944,,3530, 127 | 2013-03-01,4302,,26,,3239,,3884, 128 | 2013-04-01,5394,,38,,4779,,4889, 129 | 2013-05-01,7036,,50,,6476,,6584, 130 | 2013-06-01,5850,,42,,5460,,5524, 131 | 2013-07-01,6871,,49,,6354,,6449, 132 | 2013-08-01,6374,,46,,5941,,5946, 133 | 2013-09-01,8710,,53,,7045,,8184, 134 | 2013-10-01,9316,,55,,7320,,8777, 135 | 2013-11-01,9203,,61,,7983,,8649, 136 | 2013-12-01,9885,,65,,8421,,8981, 137 | 2014-01-01,9076,,56,,6997,,7236, 138 | 2014-02-01,7698,,54,,6791,,7016, 139 | 2014-03-01,8416,,60,,7570,,7657, 140 | 2014-04-01,8862,,63,,8261,,8401, 141 | 2014-05-01,12854,,93,,12268,,11969, 142 | 2014-06-01,15682,,110,,15725,,14533, 143 | 2014-07-01,18633,,129,,18500,,16713, 144 | 2014-08-01,18413,,135,,19096,,16883, 145 | 2014-09-01,19008,,144,,19670,,16918, 146 | 2014-10-01,22034,,173,,23047,,18746, 147 | 2014-11-01,19375,,148,,19530,,16321, 148 | 2014-12-01,21108,,181,,23658,,18689, 149 | 2015-01-01,20805,,189,,20354,,15982, 150 | 2015-02-01,19633,,161,,19256,,14859, 151 | 2015-03-01,29458,,283,,31099,,24889, 152 | 2015-04-01,34543,,322,,36439,,29066, 153 | 2015-05-01,72921,,548,,65928,,57678, 154 | 2015-06-01,64733,,533,,63592,,58167, 155 | 2015-07-01,63021,,526,,64178,,56824, 156 | 2015-08-01,65846,,539,,59136,,52956, 157 | 2015-09-01,67731,,540,,66163,,56806, 158 | 2015-10-01,69162,,538,,68478,,60035, 159 | 2015-11-01,60498,,422,,57736,,52510, 160 | 2015-12-01,62056,,433,,60344,,54944, 161 | 2016-01-01,37162,,217,,31664,,32369, 162 | 2016-02-01,31150,,172,,27452,,28321, 163 | 2016-03-01,30757,,162,,25949,,28432, 164 | 2016-04-01,47979,,300,,38414,,39612, 165 | 2016-05-01,64459,,430,,56859,,56936, 166 | 2016-06-01,64558,,419,,59041,,58981, 167 | 2016-07-01,68730,,457,,65975,,63104, 168 | 2016-08-01,69404,,463,,63906,,60943, 169 | 2016-09-01,70063,,421,,57407,,60545, 170 | 2016-10-01,71828,,417,,56472,,61607, 171 | 2016-11-01,50058,,253,,36609,,43570, 172 | 2016-12-01,45365,,215,,32062,,41390, 173 | 2017-01-01,48430,,222,,32168,,41549, 174 | 2017-02-01,45390,,206,,30980,,40270, 175 | 2017-03-01,45392,,206,,31982,,40272, 176 | -------------------------------------------------------------------------------- /datasets/Frontier_Airlines/F9-DCA.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,6119,,31,,2833,,4159, 3 | 2002-11-01,6034,,30,,2603,,3836, 4 | 2002-12-01,6303,,32,,3262,,4793, 5 | 2003-01-01,6255,,32,,2373,,3477, 6 | 2003-02-01,5086,,26,,426,,3311, 7 | 2003-03-01,5656,,29,,2926,,4319, 8 | 2003-04-01,5845,,30,,3193,,4714, 9 | 2003-05-01,6235,,32,,3295,,4863, 10 | 2003-06-01,5857,,30,,3374,,4980, 11 | 2003-07-01,6040,,31,,3634,,5320, 12 | 2003-08-01,6040,,31,,3560,,5235, 13 | 2003-09-01,5650,,29,,3048,,4496, 14 | 2003-10-01,6040,,31,,3579,,5283, 15 | 2003-11-01,5755,,31,,3177,,4684, 16 | 2003-12-01,5438,,32,,2963,,4365, 17 | 2004-01-01,6430,,33,,2754,,4048, 18 | 2004-02-01,5260,,29,,2705,,3990, 19 | 2004-03-01,5674,,31,,3535,,5201, 20 | 2004-04-01,5402,,30,,3301,,4872, 21 | 2004-05-01,5674,,31,,3298,,4868, 22 | 2004-06-01,5491,,30,,3251,,4798, 23 | 2004-07-01,12431,,68,,6846,,10105, 24 | 2004-08-01,16428,,90,,8738,,12897, 25 | 2004-09-01,15167,,83,,7853,,11591, 26 | 2004-10-01,16062,,88,,10209,,15068, 27 | 2004-11-01,14698,,82,,8646,,12761, 28 | 2004-12-01,15539,,87,,9296,,13721, 29 | 2005-01-01,15401,,86,,8283,,12226, 30 | 2005-02-01,14654,,82,,8605,,12701, 31 | 2005-03-01,17190,,96,,8605,,15097, 32 | 2005-04-01,15708,,88,,9945,,14679, 33 | 2005-05-01,16201,,89,,10687,,15774, 34 | 2005-06-01,16289,,89,,10483,,15471, 35 | 2005-07-01,16289,,89,,10728,,15835, 36 | 2005-08-01,16289,,89,,10414,,15371, 37 | 2005-09-01,15740,,86,,9302,,13730, 38 | 2005-10-01,16106,,88,,10388,,15333, 39 | 2005-11-01,15008,,82,,9651,,14245, 40 | 2005-12-01,15557,,85,,9854,,14545, 41 | 2006-01-01,16106,,88,,8827,,13029, 42 | 2006-02-01,14459,,79,,8962,,13226, 43 | 2006-03-01,15923,,87,,10466,,15448, 44 | 2006-04-01,15923,,87,,10766,,15891, 45 | 2006-05-01,16655,,91,,11168,,16484, 46 | 2006-06-01,16289,,89,,11020,,16266, 47 | 2006-07-01,16472,,90,,11045,,16302, 48 | 2006-08-01,16289,,89,,10704,,15799, 49 | 2006-09-01,15557,,85,,9561,,14112, 50 | 2006-10-01,16289,,89,,10719,,15821, 51 | 2006-11-01,15976,,82,,9557,,14106, 52 | 2006-12-01,14093,,77,,8313,,12270, 53 | 2007-01-01,17145,,88,,8453,,12481, 54 | 2007-02-01,15197,,78,,8525,,12589, 55 | 2007-03-01,17145,,88,,10587,,15626, 56 | 2007-04-01,16756,,86,,10694,,15786, 57 | 2007-05-01,18119,,93,,11592,,17110, 58 | 2007-06-01,16561,,85,,10889,,16072, 59 | 2007-07-01,18119,,93,,11690,,17259, 60 | 2007-08-01,18119,,93,,11806,,17427, 61 | 2007-09-01,17429,,90,,10380,,15321, 62 | 2007-10-01,18040,,93,,11443,,16890, 63 | 2007-11-01,16915,,87,,10038,,14816, 64 | 2007-12-01,16977,,87,,10109,,14925, 65 | 2008-01-01,18137,,92,,9677,,14283, 66 | 2008-02-01,17373,,87,,10221,,15086, 67 | 2008-03-01,21423,,93,,13123,,19371, 68 | 2008-04-01,20679,,88,,13010,,19203, 69 | 2008-05-01,21700,,93,,13556,,20009, 70 | 2008-06-01,21051,,89,,13578,,20041, 71 | 2008-07-01,22237,,93,,14256,,21042, 72 | 2008-08-01,22237,,93,,13977,,20630, 73 | 2008-09-01,21482,,90,,12614,,18618, 74 | 2008-10-01,22122,,93,,13767,,20320, 75 | 2008-11-01,21122,,89,,11674,,17234, 76 | 2008-12-01,21801,,92,,13266,,19588, 77 | 2009-01-01,21925,,93,,10941,,16153, 78 | 2009-02-01,19817,,84,,10174,,15017, 79 | 2009-03-01,22084,,93,,12615,,18620, 80 | 2009-04-01,21127,,89,,13051,,19263, 81 | 2009-05-01,22122,,93,,13802,,20372, 82 | 2009-06-01,22219,,92,,14050,,20739, 83 | 2009-07-01,22122,,93,,14159,,20899, 84 | 2009-08-01,22161,,93,,14077,,20779, 85 | 2009-09-01,21520,,90,,13000,,19188, 86 | 2009-10-01,22199,,93,,14272,,21065, 87 | 2009-11-01,21281,,89,,12787,,18874, 88 | 2009-12-01,21127,,89,,12581,,18570, 89 | 2010-01-01,22199,,93,,10624,,15681, 90 | 2010-02-01,16661,,70,,8893,,13126, 91 | 2010-03-01,21960,,92,,13662,,20165, 92 | 2010-04-01,21520,,90,,13943,,20580, 93 | 2010-05-01,21644,,91,,14108,,20823, 94 | 2010-06-01,21520,,90,,14235,,21011, 95 | 2010-07-01,21922,,92,,13756,,20320, 96 | 2010-08-01,21003,,88,,13881,,20488, 97 | 2010-09-01,21520,,90,,12893,,19030, 98 | 2010-10-01,21691,,92,,14143,,20875, 99 | 2010-11-01,23689,,123,,16314,,21198, 100 | 2010-12-01,27909,,175,,19580,,23681, 101 | 2011-01-01,26738,,168,,16809,,20813, 102 | 2011-02-01,22700,,129,,14043,,18120, 103 | 2011-03-01,21113,,94,,13126,,19321, 104 | 2011-04-01,21518,,101,,14693,,20582, 105 | 2011-05-01,24190,,119,,17582,,23203, 106 | 2011-06-01,24640,,129,,18845,,23461, 107 | 2011-07-01,27493,,162,,21441,,25143, 108 | 2011-08-01,28986,,174,,22803,,26509, 109 | 2011-09-01,28103,,169,,20384,,24236, 110 | 2011-10-01,29376,,175,,21848,,25861, 111 | 2011-11-01,23949,,119,,16983,,22290, 112 | 2011-12-01,24313,,121,,17118,,22531, 113 | 2012-01-01,24385,,119,,14412,,20425, 114 | 2012-02-01,22532,,110,,13422,,19158, 115 | 2012-03-01,24270,,120,,15132,,21471, 116 | 2012-04-01,23651,,115,,15433,,21378, 117 | 2012-05-01,24846,,119,,16565,,22783, 118 | 2012-06-01,24175,,116,,16764,,22596, 119 | 2012-07-01,22928,,93,,15004,,22146, 120 | 2012-08-01,23061,,93,,15091,,22274, 121 | 2012-09-01,22229,,90,,13677,,20187, 122 | 2012-10-01,21192,,86,,13571,,20031, 123 | 2012-11-01,21688,,88,,13804,,20375, 124 | 2012-12-01,22273,,90,,14069,,20766, 125 | 2013-01-01,22724,,92,,13357,,19715, 126 | 2013-02-01,20360,,83,,11455,,16908, 127 | 2013-03-01,22795,,93,,13708,,20233, 128 | 2013-04-01,21786,,90,,13109,,19349, 129 | 2013-05-01,22521,,91,,14213,,20978, 130 | 2013-06-01,22277,,90,,14518,,21432, 131 | 2013-07-01,22521,,91,,14596,,21544, 132 | 2013-08-01,21619,,92,,14175,,20923, 133 | 2013-09-01,20742,,89,,13200,,19484, 134 | 2013-10-01,21322,,93,,13669,,19918, 135 | 2013-11-01,20333,,87,,13091,,19322, 136 | 2013-12-01,21396,,92,,13847,,20438, 137 | 2014-01-01,21821,,90,,12583,,18573, 138 | 2014-02-01,18686,,78,,10559,,15585, 139 | 2014-03-01,21263,,87,,13127,,19375, 140 | 2014-04-01,21981,,86,,12585,,18575, 141 | 2014-05-01,22530,,93,,14844,,21910, 142 | 2014-06-01,22530,,89,,14089,,20795, 143 | 2014-07-01,22601,,93,,13551,,20001, 144 | 2014-08-01,21597,,93,,13727,,20261, 145 | 2014-09-01,20723,,90,,13182,,19457, 146 | 2014-10-01,20998,,92,,12791,,18880, 147 | 2014-11-01,20723,,90,,12762,,18837, 148 | 2014-12-01,21157,,93,,13826,,20407, 149 | 2015-01-01,19731,,91,,12239,,18065, 150 | 2015-02-01,19089,,81,,10578,,15613, 151 | 2015-03-01,20869,,93,,12892,,19029, 152 | 2015-04-01,20581,,89,,12359,,18242, 153 | 2015-05-01,23876,,90,,14017,,20689, 154 | 2015-06-01,23238,,89,,14758,,21783, 155 | 2015-07-01,24239,,92,,15532,,22925, 156 | 2015-08-01,24708,,93,,15031,,22186, 157 | 2015-09-01,23380,,88,,13887,,20497, 158 | 2015-10-01,24398,,93,,15382,,22704, 159 | 2015-11-01,22547,,90,,14232,,21006, 160 | 2015-12-01,23336,,93,,15090,,22273, 161 | 2016-01-01,24487,,93,,13534,,19976, 162 | 2016-02-01,22229,,86,,13904,,20522, 163 | 2016-03-01,23070,,88,,14693,,21687, 164 | 2016-04-01,22096,,89,,13992,,20652, 165 | 2016-05-01,23468,,93,,14925,,22029, 166 | 2016-06-01,22450,,89,,14443,,21318, 167 | 2016-07-01,23336,,93,,15180,,22406, 168 | 2016-08-01,22627,,93,,14842,,21907, 169 | 2016-09-01,21033,,89,,13071,,19293, 170 | 2016-10-01,23734,,92,,14091,,20798, 171 | 2016-11-01,23911,,90,,13882,,20490, 172 | 2016-12-01,24708,,93,,15698,,23170, 173 | 2017-01-01,24177,,91,,14857,,21929, 174 | 2017-02-01,21505,,81,,13147,,19405, 175 | 2017-03-01,21505,,81,,13147,,19405, 176 | -------------------------------------------------------------------------------- /datasets/Frontier_Airlines/F9-FLL.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,7119,,31,,2932,,4995, 3 | 2002-11-01,6744,,30,,2961,,5026, 4 | 2002-12-01,8781,,39,,4453,,7573, 5 | 2003-01-01,6969,,31,,3386,,5760, 6 | 2003-02-01,6097,,27,,65,,5082, 7 | 2003-03-01,6526,,29,,3456,,5884, 8 | 2003-04-01,7207,,32,,3544,,6032, 9 | 2003-05-01,7200,,32,,3624,,6172, 10 | 2003-06-01,6751,,30,,3417,,5819, 11 | 2003-07-01,6975,,31,,3742,,6368, 12 | 2003-08-01,6301,,31,,3190,,5433, 13 | 2003-09-01,6720,,30,,2781,,4736, 14 | 2003-10-01,6969,,31,,3671,,6252, 15 | 2003-11-01,12481,,59,,6225,,10605, 16 | 2003-12-01,14612,,64,,7223,,12289, 17 | 2004-01-01,14387,,64,,7270,,12379, 18 | 2004-02-01,12214,,58,,6082,,10358, 19 | 2004-03-01,14131,,67,,7270,,12369, 20 | 2004-04-01,12221,,60,,5977,,10177, 21 | 2004-05-01,10852,,53,,4649,,7916, 22 | 2004-06-01,6546,,31,,3808,,6485, 23 | 2004-07-01,6546,,31,,3772,,6424, 24 | 2004-08-01,6335,,30,,3211,,5468, 25 | 2004-09-01,5279,,25,,2506,,4268, 26 | 2004-10-01,6546,,31,,3298,,5616, 27 | 2004-11-01,8396,,40,,4550,,7749, 28 | 2004-12-01,10981,,52,,6185,,10533, 29 | 2005-01-01,7813,,37,,4509,,7679, 30 | 2005-02-01,7602,,36,,3963,,6749, 31 | 2005-03-01,14782,,70,,3963,,12146, 32 | 2005-04-01,8658,,41,,4681,,7972, 33 | 2005-05-01,6546,,31,,3804,,6478, 34 | 2005-06-01,6546,,31,,3767,,6415, 35 | 2005-07-01,6546,,31,,3737,,6364, 36 | 2005-08-01,6546,,31,,3461,,5894, 37 | 2005-09-01,6124,,29,,3110,,5298, 38 | 2005-10-01,5913,,28,,2777,,4729, 39 | 2005-11-01,6969,,33,,3577,,6092, 40 | 2005-12-01,10347,,49,,5880,,10014, 41 | 2006-01-01,13515,,64,,7162,,12197, 42 | 2006-02-01,11826,,56,,6687,,11388, 43 | 2006-03-01,13093,,62,,7320,,12466, 44 | 2006-04-01,12037,,57,,6728,,11461, 45 | 2006-05-01,6758,,32,,3894,,6631, 46 | 2006-06-01,6546,,31,,3810,,6488, 47 | 2006-07-01,6546,,31,,3821,,6509, 48 | 2006-08-01,6124,,29,,3203,,5455, 49 | 2006-09-01,6512,,31,,2929,,4988, 50 | 2006-10-01,6758,,32,,3535,,6024, 51 | 2006-11-01,7193,,32,,3733,,6357, 52 | 2006-12-01,9080,,43,,5208,,8878, 53 | 2007-01-01,14131,,63,,6721,,11446, 54 | 2007-02-01,12589,,56,,6594,,11230, 55 | 2007-03-01,13907,,62,,7010,,11938, 56 | 2007-04-01,13488,,59,,6672,,11362, 57 | 2007-05-01,9666,,42,,4778,,8137, 58 | 2007-06-01,6744,,30,,3774,,6427, 59 | 2007-07-01,6969,,31,,3919,,6674, 60 | 2007-08-01,6969,,31,,3744,,6376, 61 | 2007-09-01,6744,,30,,3185,,5424, 62 | 2007-10-01,6969,,31,,3523,,6000, 63 | 2007-11-01,11913,,61,,6107,,9166, 64 | 2007-12-01,17426,,93,,8320,,11880, 65 | 2008-01-01,12006,,56,,6628,,10614, 66 | 2008-02-01,7520,,33,,4033,,6870, 67 | 2008-03-01,13866,,61,,6726,,11454, 68 | 2008-04-01,13767,,60,,6939,,11817, 69 | 2008-05-01,8965,,39,,4820,,8212, 70 | 2008-06-01,6907,,30,,3888,,6623, 71 | 2008-07-01,7119,,31,,3936,,6703, 72 | 2008-08-01,7146,,31,,3822,,6509, 73 | 2008-09-01,6941,,30,,3660,,6233, 74 | 2008-10-01,7347,,32,,3855,,6565, 75 | 2008-11-01,7139,,31,,3512,,5981, 76 | 2008-12-01,7173,,31,,3869,,6589, 77 | 2009-01-01,7153,,31,,3496,,5954, 78 | 2009-02-01,6465,,28,,3113,,5301, 79 | 2009-03-01,7173,,31,,3653,,6221, 80 | 2009-04-01,6948,,30,,3804,,6480, 81 | 2009-05-01,7173,,31,,3825,,6514, 82 | 2009-06-01,6941,,30,,3958,,6740, 83 | 2009-07-01,7166,,31,,3966,,6754, 84 | 2009-08-01,7180,,31,,3975,,6771, 85 | 2009-09-01,6948,,30,,3707,,6313, 86 | 2009-10-01,13575,,60,,6511,,11092, 87 | 2009-11-01,13890,,60,,6637,,11303, 88 | 2009-12-01,14346,,62,,7152,,12180, 89 | 2010-01-01,14360,,62,,7281,,12400, 90 | 2010-02-01,13014,,56,,6681,,11378, 91 | 2010-03-01,14128,,61,,7542,,12844, 92 | 2010-04-01,13896,,60,,6894,,11740, 93 | 2010-05-01,10191,,44,,5159,,8786, 94 | 2010-06-01,7875,,34,,4490,,7646, 95 | 2010-07-01,7843,,34,,4363,,7427, 96 | 2010-08-01,7871,,34,,4074,,7443, 97 | 2010-09-01,6948,,30,,3666,,6243, 98 | 2010-10-01,12363,,54,,6096,,10382, 99 | 2010-11-01,13202,,57,,6715,,11436, 100 | 2010-12-01,13665,,59,,7442,,12674, 101 | 2011-01-01,14220,,62,,7890,,13305, 102 | 2011-02-01,13276,,58,,7083,,11929, 103 | 2011-03-01,17394,,79,,10004,,16192, 104 | 2011-04-01,16259,,70,,9018,,14894, 105 | 2011-05-01,8295,,39,,4982,,7693, 106 | 2011-06-01,6667,,30,,4055,,6500, 107 | 2011-07-01,6934,,29,,3962,,6743, 108 | 2011-08-01,7531,,31,,4190,,7136, 109 | 2011-09-01,7807,,32,,4075,,6940, 110 | 2011-10-01,13253,,52,,6949,,11834, 111 | 2011-11-01,14101,,56,,7559,,12873, 112 | 2011-12-01,15123,,60,,8472,,14428, 113 | 2012-01-01,16410,,62,,8786,,14963, 114 | 2012-02-01,14732,,58,,7902,,13366, 115 | 2012-03-01,15165,,62,,7977,,13451, 116 | 2012-04-01,14285,,59,,7542,,12844, 117 | 2012-05-01,6652,,27,,3740,,6369, 118 | 2012-06-01,10381,,42,,5918,,10078, 119 | 2012-07-01,11916,,48,,6320,,11322, 120 | 2012-08-01,6468,,26,,3545,,6037, 121 | 2012-09-01,7449,,28,,4012,,6832, 122 | 2012-10-01,13917,,49,,6724,,11451, 123 | 2012-11-01,14101,,50,,7422,,12640, 124 | 2012-12-01,15409,,61,,8631,,14699, 125 | 2013-01-01,13604,,51,,7850,,13148, 126 | 2013-02-01,8894,,37,,5546,,8516, 127 | 2013-03-01,10710,,44,,6549,,9978, 128 | 2013-04-01,10231,,42,,6044,,9286, 129 | 2013-05-01,10282,,42,,6281,,9644, 130 | 2013-06-01,10424,,43,,6600,,10105, 131 | 2013-07-01,10138,,42,,6474,,9875, 132 | 2013-08-01,8863,,41,,5596,,8541, 133 | 2013-09-01,6065,,27,,3552,,5778, 134 | 2013-10-01,7888,,29,,4300,,7323, 135 | 2013-11-01,9868,,40,,6036,,9491, 136 | 2013-12-01,12307,,50,,7484,,11765, 137 | 2014-01-01,11267,,44,,6648,,10455, 138 | 2014-02-01,10298,,45,,6497,,9836, 139 | 2014-03-01,12174,,52,,7873,,11794, 140 | 2014-04-01,10980,,48,,6906,,10239, 141 | 2014-05-01,10281,,45,,6592,,10038, 142 | 2014-06-01,12300,,52,,7832,,11350, 143 | 2014-07-01,13970,,58,,8912,,12676, 144 | 2014-08-01,12851,,56,,8695,,12413, 145 | 2014-09-01,12674,,60,,8339,,11129, 146 | 2014-10-01,16782,,82,,10673,,13860, 147 | 2014-11-01,17427,,94,,12411,,15189, 148 | 2014-12-01,15637,,86,,11332,,13322, 149 | 2015-01-01,15947,,106,,13239,,13272, 150 | 2015-02-01,16091,,100,,12132,,12139, 151 | 2015-03-01,15935,,109,,14019,,14085, 152 | 2015-04-01,15093,,103,,13531,,13592, 153 | 2015-05-01,10638,,66,,8346,,8314, 154 | 2015-06-01,6278,,47,,5806,,5600, 155 | 2015-07-01,6639,,49,,6424,,6212, 156 | 2015-08-01,6839,,49,,6257,,6071, 157 | 2015-09-01,6776,,47,,5497,,5314, 158 | 2015-10-01,5947,,41,,5361,,5211, 159 | 2015-11-01,2456,,16,,2029,,2082, 160 | 2015-12-01,2462,,16,,1986,,2038, 161 | 2016-01-01,4309,,28,,3198,,3281, 162 | 2016-02-01,4309,,28,,3360,,3447, 163 | 2016-03-01,4309,,28,,3668,,3763, 164 | 2016-04-01,3386,,22,,3124,,3205, 165 | 2016-05-01,2462,,16,,2264,,2323, 166 | 2016-06-01,2647,,17,,2350,,2411, 167 | 2016-07-01,2616,,17,,2360,,2421, 168 | 2016-08-01,2770,,18,,2350,,2411, 169 | 2016-09-01,2493,,16,,2062,,2116, 170 | 2016-10-01,2630,,17,,2014,,2051, 171 | 2016-11-01,4643,,29,,3976,,3897, 172 | 2016-12-01,4448,,28,,3365,,3326, 173 | 2017-01-01,4489,,28,,3663,,3570, 174 | 2017-02-01,4322,,27,,3668,,3583, 175 | 2017-03-01,4322,,27,,3668,,3583, 176 | -------------------------------------------------------------------------------- /datasets/Frontier_Airlines/F9-LGA.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,12570,,57,,4944,,7993, 3 | 2002-11-01,11686,,53,,4725,,7637, 4 | 2002-12-01,11874,,54,,5979,,9672, 5 | 2003-01-01,12751,,58,,4713,,7622, 6 | 2003-02-01,10847,,50,,388,,7613, 7 | 2003-03-01,12159,,57,,5607,,9078, 8 | 2003-04-01,12395,,58,,5763,,9330, 9 | 2003-05-01,12181,,57,,5807,,9402, 10 | 2003-06-01,12395,,58,,6319,,10230, 11 | 2003-07-01,13664,,63,,6999,,11322, 12 | 2003-08-01,13467,,62,,7095,,11485, 13 | 2003-09-01,11689,,56,,4845,,7828, 14 | 2003-10-01,11395,,57,,4807,,7781, 15 | 2003-11-01,10600,,56,,4983,,7936, 16 | 2003-12-01,10967,,58,,5507,,8906, 17 | 2004-01-01,12560,,60,,5181,,8385, 18 | 2004-02-01,11821,,59,,5160,,8348, 19 | 2004-03-01,17249,,86,,8946,,14440, 20 | 2004-04-01,16996,,86,,7600,,12301, 21 | 2004-05-01,17586,,88,,6868,,11114, 22 | 2004-06-01,17376,,86,,8129,,13163, 23 | 2004-07-01,17835,,89,,8922,,14443, 24 | 2004-08-01,14655,,73,,7957,,12882, 25 | 2004-09-01,11845,,59,,5464,,8846, 26 | 2004-10-01,12246,,61,,6590,,10669, 27 | 2004-11-01,11644,,58,,6001,,9716, 28 | 2004-12-01,12447,,62,,6909,,11186, 29 | 2005-01-01,12045,,60,,6957,,11263, 30 | 2005-02-01,11042,,55,,6380,,10329, 31 | 2005-03-01,12246,,61,,6380,,11835, 32 | 2005-04-01,11845,,59,,7139,,11558, 33 | 2005-05-01,12447,,62,,7454,,12068, 34 | 2005-06-01,12045,,60,,7206,,11667, 35 | 2005-07-01,12648,,63,,7718,,12495, 36 | 2005-08-01,12447,,62,,7668,,12416, 37 | 2005-09-01,12045,,60,,7093,,11484, 38 | 2005-10-01,12246,,61,,7336,,11877, 39 | 2005-11-01,11644,,58,,6919,,11226, 40 | 2005-12-01,12447,,62,,7066,,11440, 41 | 2006-01-01,12447,,62,,6467,,10470, 42 | 2006-02-01,10702,,54,,6009,,9721, 43 | 2006-03-01,12447,,62,,7459,,12076, 44 | 2006-04-01,12246,,61,,7519,,12172, 45 | 2006-05-01,15257,,76,,8965,,14514, 46 | 2006-06-01,17867,,89,,10372,,16802, 47 | 2006-07-01,18871,,94,,11533,,18675, 48 | 2006-08-01,18670,,93,,10974,,17767, 49 | 2006-09-01,12848,,64,,7168,,11603, 50 | 2006-10-01,12447,,62,,7264,,11760, 51 | 2006-11-01,14960,,70,,7773,,12584, 52 | 2006-12-01,16060,,80,,7790,,12612, 53 | 2007-01-01,19875,,92,,8539,,13825, 54 | 2007-02-01,17951,,84,,8212,,13295, 55 | 2007-03-01,19447,,90,,9332,,15113, 56 | 2007-04-01,19234,,90,,9314,,15081, 57 | 2007-05-01,19875,,92,,10218,,16543, 58 | 2007-06-01,19234,,90,,11069,,17922, 59 | 2007-07-01,19875,,93,,11825,,19145, 60 | 2007-08-01,19875,,93,,11546,,18693, 61 | 2007-09-01,19234,,90,,8869,,14359, 62 | 2007-10-01,19875,,93,,9028,,14616, 63 | 2007-11-01,19046,,89,,8709,,14100, 64 | 2007-12-01,19434,,90,,8967,,14519, 65 | 2008-01-01,19460,,89,,8625,,13964, 66 | 2008-02-01,18042,,82,,8297,,13433, 67 | 2008-03-01,19370,,88,,9191,,14882, 68 | 2008-04-01,15581,,71,,7990,,12936, 69 | 2008-05-01,16041,,73,,8828,,14294, 70 | 2008-06-01,19817,,90,,11310,,18311, 71 | 2008-07-01,20477,,93,,11689,,18924, 72 | 2008-08-01,20477,,93,,11272,,18249, 73 | 2008-09-01,13211,,60,,7339,,11882, 74 | 2008-10-01,13651,,62,,7533,,12196, 75 | 2008-11-01,13205,,60,,6860,,11110, 76 | 2008-12-01,13651,,62,,7664,,12411, 77 | 2009-01-01,13651,,62,,7032,,11385, 78 | 2009-02-01,12330,,56,,6035,,9771, 79 | 2009-03-01,13651,,62,,6771,,10962, 80 | 2009-04-01,13211,,60,,7019,,11364, 81 | 2009-05-01,13810,,61,,7712,,12487, 82 | 2009-06-01,14432,,60,,8457,,13694, 83 | 2009-07-01,14872,,62,,8879,,14380, 84 | 2009-08-01,14956,,62,,8859,,14343, 85 | 2009-09-01,14432,,60,,8224,,13315, 86 | 2009-10-01,14956,,62,,8467,,13708, 87 | 2009-11-01,14474,,60,,8069,,13064, 88 | 2009-12-01,13927,,60,,8024,,12991, 89 | 2010-01-01,14484,,61,,7586,,12282, 90 | 2010-02-01,11935,,50,,6501,,10525, 91 | 2010-03-01,14526,,61,,8473,,13718, 92 | 2010-04-01,31816,,135,,19088,,30086, 93 | 2010-05-01,22863,,109,,14617,,21196, 94 | 2010-06-01,23200,,108,,12150,,21970, 95 | 2010-07-01,23502,,110,,12173,,22223, 96 | 2010-08-01,23252,,107,,15310,,22215, 97 | 2010-09-01,23190,,108,,14502,,21281, 98 | 2010-10-01,21422,,100,,13707,,19835, 99 | 2010-11-01,20645,,111,,14521,,18507, 100 | 2010-12-01,22736,,135,,16702,,20159, 101 | 2011-01-01,22717,,136,,16155,,19539, 102 | 2011-02-01,20726,,121,,13332,,16656, 103 | 2011-03-01,25780,,150,,17226,,21415, 104 | 2011-04-01,24773,,126,,16129,,22072, 105 | 2011-05-01,27093,,136,,18044,,24724, 106 | 2011-06-01,31487,,170,,22725,,29074, 107 | 2011-07-01,34518,,190,,26234,,32467, 108 | 2011-08-01,34230,,191,,26316,,32102, 109 | 2011-09-01,33732,,189,,23240,,29075, 110 | 2011-10-01,31644,,182,,22725,,27987, 111 | 2011-11-01,18481,,88,,12067,,16878, 112 | 2011-12-01,21665,,101,,14373,,20278, 113 | 2012-01-01,20283,,88,,11120,,16926, 114 | 2012-02-01,15833,,62,,8516,,13651, 115 | 2012-03-01,17910,,73,,10168,,16249, 116 | 2012-04-01,25322,,110,,13611,,21147, 117 | 2012-05-01,29024,,112,,16348,,26484, 118 | 2012-06-01,27622,,106,,16253,,26365, 119 | 2012-07-01,28218,,109,,16504,,26651, 120 | 2012-08-01,28898,,111,,17148,,27780, 121 | 2012-09-01,22395,,83,,12528,,20295, 122 | 2012-10-01,20684,,76,,12197,,19759, 123 | 2012-11-01,15513,,57,,8638,,13994, 124 | 2012-12-01,15785,,58,,9388,,15209, 125 | 2013-01-01,15863,,59,,8869,,14368, 126 | 2013-02-01,12869,,48,,6881,,11147, 127 | 2013-03-01,15513,,57,,8741,,14160, 128 | 2013-04-01,15465,,57,,7912,,12817, 129 | 2013-05-01,15785,,58,,9051,,14663, 130 | 2013-06-01,14920,,55,,8862,,14356, 131 | 2013-07-01,15542,,58,,9373,,15184, 132 | 2013-08-01,14872,,55,,8996,,14574, 133 | 2013-09-01,15241,,56,,9062,,14680, 134 | 2013-10-01,15513,,57,,9226,,14946, 135 | 2013-11-01,16281,,60,,9681,,15683, 136 | 2013-12-01,16602,,61,,9835,,15933, 137 | 2014-01-01,8981,,32,,5099,,8260, 138 | 2014-02-01,8165,,30,,4581,,7421, 139 | 2014-03-01,8709,,32,,5218,,8453, 140 | 2014-04-01,9623,,33,,5330,,8635, 141 | 2014-05-01,15513,,57,,9168,,14852, 142 | 2014-06-01,17206,,59,,9698,,15712, 143 | 2014-07-01,18079,,62,,10060,,16297, 144 | 2014-08-01,16330,,60,,9660,,15649, 145 | 2014-09-01,15192,,56,,8693,,14083, 146 | 2014-10-01,14526,,58,,8173,,12254, 147 | 2014-11-01,9925,,55,,8562,,9269, 148 | 2014-12-01,9998,,60,,8659,,9284, 149 | 2015-01-01,9377,,62,,7493,,8212, 150 | 2015-02-01,9575,,56,,6892,,7554, 151 | 2015-03-01,15734,,90,,10787,,13427, 152 | 2015-04-01,16415,,93,,10702,,13354, 153 | 2015-05-01,19132,,94,,12993,,15191, 154 | 2015-06-01,18310,,93,,13706,,16218, 155 | 2015-07-01,18303,,93,,14663,,17483, 156 | 2015-08-01,19037,,95,,14228,,16849, 157 | 2015-09-01,18041,,90,,12800,,14994, 158 | 2015-10-01,16337,,84,,12356,,14058, 159 | 2015-11-01,9059,,58,,8636,,8138, 160 | 2015-12-01,9036,,58,,8731,,8218, 161 | 2016-01-01,9827,,59,,8889,,8290, 162 | 2016-02-01,9167,,55,,8848,,8166, 163 | 2016-03-01,9699,,58,,9665,,8925, 164 | 2016-04-01,13906,,76,,11301,,12187, 165 | 2016-05-01,17679,,93,,13120,,15444, 166 | 2016-06-01,18733,,90,,14330,,16574, 167 | 2016-07-01,18644,,89,,15234,,17714, 168 | 2016-08-01,18824,,91,,15083,,17377, 169 | 2016-09-01,18781,,90,,13654,,15774, 170 | 2016-10-01,19073,,91,,14569,,16903, 171 | 2016-11-01,18781,,90,,14089,,16170, 172 | 2016-12-01,18215,,87,,13629,,15833, 173 | 2017-01-01,10436,,60,,8768,,8357, 174 | 2017-02-01,9030,,54,,8504,,7862, 175 | 2017-03-01,9030,,54,,8504,,7862, 176 | -------------------------------------------------------------------------------- /datasets/Frontier_Airlines/F9-MSP.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,7590,,85,,7584,,5155, 3 | 2002-11-01,7213,,81,,6204,,4209, 4 | 2002-12-01,7760,,88,,7836,,5317, 5 | 2003-01-01,7562,,87,,6954,,4721, 6 | 2003-02-01,7128,,80,,7069,,4794, 7 | 2003-03-01,7821,,86,,9206,,6260, 8 | 2003-04-01,8006,,87,,9145,,6219, 9 | 2003-05-01,7959,,88,,9831,,6685, 10 | 2003-06-01,7893,,88,,10326,,7022, 11 | 2003-07-01,8420,,92,,11476,,7804, 12 | 2003-08-01,8435,,92,,11620,,7902, 13 | 2003-09-01,7874,,85,,10219,,6950, 14 | 2003-10-01,8238,,89,,10349,,7038, 15 | 2003-11-01,7639,,82,,9050,,6153, 16 | 2003-12-01,8516,,92,,10519,,7152, 17 | 2004-01-01,8367,,92,,9542,,6489, 18 | 2004-02-01,7624,,86,,8114,,5518, 19 | 2004-03-01,9294,,93,,10199,,6935, 20 | 2004-04-01,15148,,129,,10390,24,8953, 21 | 2004-05-01,19159,,151,,10765,26,9731, 22 | 2004-06-01,19151,,152,,13489,,12876, 23 | 2004-07-01,19570,,155,,14670,,13478, 24 | 2004-08-01,13259,,122,,12343,,10041, 25 | 2004-09-01,7184,,85,,8818,,5996, 26 | 2004-10-01,8110,,92,,10473,,7122, 27 | 2004-11-01,7725,,86,,9400,,6392, 28 | 2004-12-01,8413,,93,,9218,,6268, 29 | 2005-01-01,7662,,90,,8118,,5520, 30 | 2005-02-01,7252,,85,,8593,,5845, 31 | 2005-03-01,7934,,94,,8593,,7372, 32 | 2005-04-01,7420,,88,,9130,,6208, 33 | 2005-05-01,7757,,92,,10072,,6849, 34 | 2005-06-01,7589,,90,,9994,,6797, 35 | 2005-07-01,8179,,97,,11146,,7580, 36 | 2005-08-01,8601,,102,,12405,,8433, 37 | 2005-09-01,7751,,92,,10315,,7014, 38 | 2005-10-01,7842,,93,,10656,,7243, 39 | 2005-11-01,7336,,87,,9467,,6430, 40 | 2005-12-01,7598,,91,,9881,,6643, 41 | 2006-01-01,7598,,91,,9496,,6438, 42 | 2006-02-01,6940,,84,,9601,,6528, 43 | 2006-03-01,7631,,93,,10807,,7349, 44 | 2006-04-01,7476,,91,,9836,,6688, 45 | 2006-05-01,7631,,93,,10376,,7056, 46 | 2006-06-01,7567,,92,,10286,,6994, 47 | 2006-07-01,9591,,116,,13076,,8892, 48 | 2006-08-01,9233,,112,,12711,,8639, 49 | 2006-09-01,7476,,91,,10073,,6839, 50 | 2006-10-01,7545,,94,,10226,,6954, 51 | 2006-11-01,7519,,91,,8799,,5985, 52 | 2006-12-01,7012,,84,,8182,,5566, 53 | 2007-01-01,7980,,93,,8528,,5802, 54 | 2007-02-01,7258,,84,,8337,,5669, 55 | 2007-03-01,7801,,91,,9820,,6679, 56 | 2007-04-01,7736,,90,,8718,,5928, 57 | 2007-05-01,10404,,120,,13118,,8921, 58 | 2007-06-01,11104,,123,,14011,,9531, 59 | 2007-07-01,11318,,125,,14494,,9862, 60 | 2007-08-01,11338,,124,,14366,,9773, 61 | 2007-09-01,8527,,95,,10958,,7451, 62 | 2007-10-01,8335,,93,,11052,,7515, 63 | 2007-11-01,7863,,89,,9882,,6720, 64 | 2007-12-01,8296,,97,,9580,,6599, 65 | 2008-01-01,8585,,94,,9588,,6523, 66 | 2008-02-01,7789,,85,,9117,,6201, 67 | 2008-03-01,8637,,96,,10367,,7053, 68 | 2008-04-01,10223,,113,,12279,,8353, 69 | 2008-05-01,11361,,124,,13887,,9444, 70 | 2008-06-01,11298,,127,,14945,,10165, 71 | 2008-07-01,14074,,151,,18379,,12502, 72 | 2008-08-01,12880,,139,,16509,,11229, 73 | 2008-09-01,11145,,121,,14930,,10152, 74 | 2008-10-01,11129,,123,,14897,,10132, 75 | 2008-11-01,10581,,114,,12831,,8729, 76 | 2008-12-01,10842,,118,,13890,,9450, 77 | 2009-01-01,11136,,120,,13687,,9313, 78 | 2009-02-01,9952,,108,,12217,,8309, 79 | 2009-03-01,10749,,122,,13903,,9454, 80 | 2009-04-01,11178,,122,,12667,,8615, 81 | 2009-05-01,15040,,164,,16852,,11464, 82 | 2009-06-01,15556,,173,,18412,,12524, 83 | 2009-07-01,15602,,176,,20703,,14079, 84 | 2009-08-01,15515,,176,,20301,,13806, 85 | 2009-09-01,13901,,153,,15390,,10465, 86 | 2009-10-01,11095,,123,,14250,,9690, 87 | 2009-11-01,10401,,116,,12005,,8163, 88 | 2009-12-01,8084,,91,,9826,,6682, 89 | 2010-01-01,8312,,94,,9976,,6784, 90 | 2010-02-01,7786,,88,,9102,,6327, 91 | 2010-03-01,8369,,94,,10951,,7522, 92 | 2010-04-01,8954,,102,,11674,,7938, 93 | 2010-05-01,10069,,115,,13823,,9400, 94 | 2010-06-01,10358,,116,,14261,,9697, 95 | 2010-07-01,9982,,111,,14107,,9593, 96 | 2010-08-01,10189,,113,,14364,,9768, 97 | 2010-09-01,10554,,116,,13547,,9212, 98 | 2010-10-01,10303,,114,,13359,,9084, 99 | 2010-11-01,10004,,111,,12547,,8532, 100 | 2010-12-01,10363,,115,,12489,,8628, 101 | 2011-01-01,9596,,106,,12976,,8824, 102 | 2011-02-01,9027,,97,,12249,,8308, 103 | 2011-03-01,10516,,111,,14447,,9824, 104 | 2011-04-01,11174,,117,,13923,,9415, 105 | 2011-05-01,10400,,110,,13705,,9314, 106 | 2011-06-01,11737,,125,,16324,,11100, 107 | 2011-07-01,13411,,138,,18829,,12804, 108 | 2011-08-01,14451,,149,,20566,,13985, 109 | 2011-09-01,11742,,121,,16398,,11151, 110 | 2011-10-01,10420,,108,,14443,93,9884, 111 | 2011-11-01,9990,,102,,14029,118,9567, 112 | 2011-12-01,10359,,106,,14388,166,9897, 113 | 2012-01-01,9515,,97,,13146,287,9134, 114 | 2012-02-01,8837,,91,,12463,,8475, 115 | 2012-03-01,9959,,101,,13394,246,9275, 116 | 2012-04-01,8401,,85,,10975,126,7549, 117 | 2012-05-01,9576,,97,,12966,12,8825, 118 | 2012-06-01,11485,,117,,16159,,10988, 119 | 2012-07-01,11391,,115,,16123,,10964, 120 | 2012-08-01,11893,,120,,17131,,11649, 121 | 2012-09-01,10608,,105,,14712,,10004, 122 | 2012-10-01,12101,,119,,16757,,11395, 123 | 2012-11-01,9853,,95,,13455,,9149, 124 | 2012-12-01,7752,,75,,10540,,7167, 125 | 2013-01-01,8429,,80,,11825,,8041, 126 | 2013-02-01,8311,,78,,11833,,8046, 127 | 2013-03-01,10045,,94,,14073,,9570, 128 | 2013-04-01,10812,,101,,13753,,9352, 129 | 2013-05-01,12334,,116,,16415,,11162, 130 | 2013-06-01,12089,,116,,16927,,11510, 131 | 2013-07-01,8821,,94,,12556,,8538, 132 | 2013-08-01,11130,,116,,15688,,10668, 133 | 2013-09-01,11420,,113,,15912,,10820, 134 | 2013-10-01,11342,,115,,15984,,10869, 135 | 2013-11-01,10657,,109,,15001,,10201, 136 | 2013-12-01,11677,,114,,16330,,11104, 137 | 2014-01-01,10469,,96,,13547,,9212, 138 | 2014-02-01,9217,,88,,12898,,8771, 139 | 2014-03-01,10951,,108,,15387,,10463, 140 | 2014-04-01,11379,,103,,14921,,10146, 141 | 2014-05-01,11954,,120,,16334,,11107, 142 | 2014-06-01,15016,,135,,19707,,13812, 143 | 2014-07-01,17051,,151,,21946,,15659, 144 | 2014-08-01,18002,,160,,23900,,17273, 145 | 2014-09-01,20783,,183,,25233,,18664, 146 | 2014-10-01,19848,,181,,23119,,17154, 147 | 2014-11-01,18573,,168,,22324,,16458, 148 | 2014-12-01,15992,,144,,19611,,14277, 149 | 2015-01-01,7434,,71,,10173,,7088, 150 | 2015-02-01,6110,,56,,8007,,5445, 151 | 2015-03-01,8978,,91,,12402,,8433, 152 | 2015-04-01,9533,,95,,12261,,8512, 153 | 2015-05-01,27058,,204,,25283,,20973, 154 | 2015-06-01,23612,,198,,26162,,21724, 155 | 2015-07-01,24354,,204,,26985,,22480, 156 | 2015-08-01,24267,,196,,26149,,21935, 157 | 2015-09-01,23135,,182,,22730,,18887, 158 | 2015-10-01,24401,,189,,25927,,20909, 159 | 2015-11-01,13617,,110,,17015,,12366, 160 | 2015-12-01,12721,,106,,16768,,11402, 161 | 2016-01-01,8323,,74,,11622,,7903, 162 | 2016-02-01,9283,,79,,11808,,8767, 163 | 2016-03-01,11276,,93,,13284,,10802, 164 | 2016-04-01,11761,,96,,12863,,9420, 165 | 2016-05-01,11977,,98,,14347,,10314, 166 | 2016-06-01,11961,,100,,14253,,10276, 167 | 2016-07-01,14958,,123,,18256,,13321, 168 | 2016-08-01,12763,,96,,15341,,12017, 169 | 2016-09-01,11241,,79,,12285,,9995, 170 | 2016-10-01,11821,,74,,12862,,10586, 171 | 2016-11-01,14276,,84,,13132,,12091, 172 | 2016-12-01,14550,,87,,13966,,13095, 173 | 2017-01-01,15264,,89,,14640,,13340, 174 | 2017-02-01,13535,,80,,13693,,12459, 175 | 2017-03-01,13535,,80,,13693,,12459, 176 | -------------------------------------------------------------------------------- /datasets/Frontier_Airlines/F9-PDX.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,11379,,86,,6434,,6371, 3 | 2002-11-01,10605,,81,,5983,,5914, 4 | 2002-12-01,12086,,92,,8604,,8511, 5 | 2003-01-01,11953,,91,,5548,,5487, 6 | 2003-02-01,10293,,78,,5042,,5098, 7 | 2003-03-01,10800,,82,,6432,,6370, 8 | 2003-04-01,11391,,86,,6230,,6174, 9 | 2003-05-01,13489,,103,,8105,,8032, 10 | 2003-06-01,14498,,112,,10690,,10594, 11 | 2003-07-01,16227,,125,,12025,,11915, 12 | 2003-08-01,16480,,124,,13300,,13178, 13 | 2003-09-01,11488,,87,,8864,,8784, 14 | 2003-10-01,11620,,88,,8361,,8285, 15 | 2003-11-01,10293,,84,,7263,11,7208, 16 | 2003-12-01,11972,,90,,8630,,8666, 17 | 2004-01-01,9773,,80,,5783,,5732, 18 | 2004-02-01,9525,,82,,6556,,6501, 19 | 2004-03-01,6889,,58,,4659,,4617, 20 | 2004-04-01,6112,,52,,4423,,4333, 21 | 2004-05-01,7125,,60,,5690,,5636, 22 | 2004-06-01,9783,,81,,9637,,9550, 23 | 2004-07-01,10394,,87,,10291,,10198, 24 | 2004-08-01,10935,,91,,10745,7,10655, 25 | 2004-09-01,10719,,89,,9352,3,9271, 26 | 2004-10-01,11058,,92,,10154,,10063, 27 | 2004-11-01,10205,,87,,9004,1,8922, 28 | 2004-12-01,11060,,95,,9388,,9302, 29 | 2005-01-01,11527,,92,,8363,,8288, 30 | 2005-02-01,10766,,85,,8067,,7994, 31 | 2005-03-01,11860,,94,,8067,,10249, 32 | 2005-04-01,10970,,88,,10736,,10639, 33 | 2005-05-01,14122,,115,,12582,,12471, 34 | 2005-06-01,14929,,121,,13906,,13791, 35 | 2005-07-01,15208,,124,,13909,,13788, 36 | 2005-08-01,15105,,123,,15088,,14951, 37 | 2005-09-01,14736,,120,,13232,,13113, 38 | 2005-10-01,15238,,124,,12712,,12526, 39 | 2005-11-01,13999,,114,,12151,,12044, 40 | 2005-12-01,12931,,107,,10221,,10128, 41 | 2006-01-01,10879,,92,,7937,,7868, 42 | 2006-02-01,9847,,84,,8145,,8074, 43 | 2006-03-01,10810,,92,,10200,,10108, 44 | 2006-04-01,10996,,94,,10339,,10248, 45 | 2006-05-01,14702,,124,,12342,,12234, 46 | 2006-06-01,14088,,119,,12836,,12720, 47 | 2006-07-01,15184,,128,,13820,,13703, 48 | 2006-08-01,16605,,139,,15989,,15845, 49 | 2006-09-01,14469,,120,,12290,,12180, 50 | 2006-10-01,14970,,124,,12138,,12030, 51 | 2006-11-01,14264,,116,,11265,,11164, 52 | 2006-12-01,12732,,107,,10210,,10124, 53 | 2007-01-01,11202,,93,,7772,,7702, 54 | 2007-02-01,10019,,83,,7711,,7643, 55 | 2007-03-01,11077,,93,,10091,,10001, 56 | 2007-04-01,12754,,105,,10941,,10843, 57 | 2007-05-01,15525,,124,,13592,,13470, 58 | 2007-06-01,15626,,120,,14404,,14276, 59 | 2007-07-01,16203,,124,,15059,,14924, 60 | 2007-08-01,16167,,124,,15436,,15297, 61 | 2007-09-01,15555,,120,,13944,,13819, 62 | 2007-10-01,13943,,107,,12762,,12652, 63 | 2007-11-01,11684,,90,,10829,,10736, 64 | 2007-12-01,11795,,91,,10361,,10277, 65 | 2008-01-01,13323,,103,,10914,,10818, 66 | 2008-02-01,13763,,108,,11802,,11700, 67 | 2008-03-01,12497,,94,,10728,,10631, 68 | 2008-04-01,17584,,136,,14078,,13954, 69 | 2008-05-01,20066,,155,,16437,,16292, 70 | 2008-06-01,18940,,146,,16412,,16264, 71 | 2008-07-01,19235,,150,,17545,,17390, 72 | 2008-08-01,19761,,151,,18162,,17999, 73 | 2008-09-01,14936,,116,,13425,,13305, 74 | 2008-10-01,15804,,124,,13353,,13234, 75 | 2008-11-01,13931,,108,,11320,,11220, 76 | 2008-12-01,11103,,83,,9240,,9160, 77 | 2009-01-01,11289,,85,,7388,,7323, 78 | 2009-02-01,9973,,75,,7186,,7123, 79 | 2009-03-01,11630,,92,,9276,,9194, 80 | 2009-04-01,11317,,90,,9095,,9013, 81 | 2009-05-01,15119,,114,,12641,,12528, 82 | 2009-06-01,16165,,120,,15260,,15123, 83 | 2009-07-01,16760,,124,,15882,,15739, 84 | 2009-08-01,16708,,124,,16391,,16244, 85 | 2009-09-01,16437,,122,,15598,,15458, 86 | 2009-10-01,16195,,120,,15309,,15171, 87 | 2009-11-01,13257,,102,,12350,,12216, 88 | 2009-12-01,15939,,122,,14460,,14330, 89 | 2010-01-01,15468,,119,,9999,,9909, 90 | 2010-02-01,14033,,108,,9696,,9609, 91 | 2010-03-01,15468,,119,,13215,,13096, 92 | 2010-04-01,16080,,117,,13198,,13079, 93 | 2010-05-01,19051,,136,,16573,,16424, 94 | 2010-06-01,21120,,146,,19673,,19496, 95 | 2010-07-01,21798,,150,,20786,,20599, 96 | 2010-08-01,21421,,149,,20720,,20534, 97 | 2010-09-01,20983,,145,,19523,,19408, 98 | 2010-10-01,20111,,141,,18163,,18000, 99 | 2010-11-01,18712,,131,,16810,,16659, 100 | 2010-12-01,19305,,135,,17062,,16987, 101 | 2011-01-01,16556,,119,,12883,,12767, 102 | 2011-02-01,14274,,102,,10726,,10629, 103 | 2011-03-01,18544,,131,,15220,,15083, 104 | 2011-04-01,18615,,129,,16381,,16234, 105 | 2011-05-01,21913,,151,,20249,,20067, 106 | 2011-06-01,21671,,148,,20643,,20457, 107 | 2011-07-01,22922,,158,,21826,,21630, 108 | 2011-08-01,22238,,153,,21653,,21458, 109 | 2011-09-01,21114,,145,,20096,,19915, 110 | 2011-10-01,21489,,146,,20121,,19940, 111 | 2011-11-01,21186,,145,,19523,,19347, 112 | 2011-12-01,20972,,145,,19402,,19227, 113 | 2012-01-01,17021,,118,,14404,,14274, 114 | 2012-02-01,15507,,108,,14084,,13957, 115 | 2012-03-01,17160,,119,,15713,,15572, 116 | 2012-04-01,18361,,128,,16551,,16402, 117 | 2012-05-01,23274,,157,,21310,,21137, 118 | 2012-06-01,24517,,166,,22654,17,22515, 119 | 2012-07-01,25241,,171,,23724,11,23580, 120 | 2012-08-01,25402,,168,,24445,30,24311, 121 | 2012-09-01,22510,,145,,20246,4,20031, 122 | 2012-10-01,21465,,140,,19776,,19598, 123 | 2012-11-01,17707,,116,,17029,,16876, 124 | 2012-12-01,18106,,120,,17382,,17226, 125 | 2013-01-01,14490,,99,,13306,,13186, 126 | 2013-02-01,13616,,90,,12119,,12010, 127 | 2013-03-01,16583,,109,,15552,,15412, 128 | 2013-04-01,16262,,110,,15247,,15110, 129 | 2013-05-01,18884,,127,,17389,,17232, 130 | 2013-06-01,20749,,141,,19558,,19335, 131 | 2013-07-01,20942,,144,,19670,,19493, 132 | 2013-08-01,21358,,144,,20761,,20574, 133 | 2013-09-01,19336,,129,,17794,,17634, 134 | 2013-10-01,19289,,130,,17590,,17426, 135 | 2013-11-01,17517,,117,,14980,,14845, 136 | 2013-12-01,18444,,119,,16985,,16832, 137 | 2014-01-01,18254,,110,,13896,,13771, 138 | 2014-02-01,15240,,96,,11813,,11707, 139 | 2014-03-01,17434,,114,,15298,,15160, 140 | 2014-04-01,16821,,109,,14522,,14391, 141 | 2014-05-01,20829,,136,,18374,,18209, 142 | 2014-06-01,23159,,132,,19615,,20253, 143 | 2014-07-01,25020,,138,,20799,,22160, 144 | 2014-08-01,23043,,137,,20892,,21997, 145 | 2014-09-01,19615,,123,,18016,,18091, 146 | 2014-10-01,17000,,113,,14651,,14519, 147 | 2014-11-01,12944,,84,,11160,,11060, 148 | 2014-12-01,10162,,68,,9290,,9206, 149 | 2015-01-01,7444,,49,,6700,,6640, 150 | 2015-02-01,6475,,40,,5512,,5462, 151 | 2015-03-01,9255,,58,,8269,,8195, 152 | 2015-04-01,11119,,73,,10115,,10024, 153 | 2015-05-01,14401,,93,,11348,,11246, 154 | 2015-06-01,13153,,90,,11993,,11885, 155 | 2015-07-01,14199,,93,,12969,,12852, 156 | 2015-08-01,14490,,93,,13649,,13526, 157 | 2015-09-01,14324,,91,,13064,,12946, 158 | 2015-10-01,14835,,92,,13385,,13265, 159 | 2015-11-01,15424,,87,,13923,,13798, 160 | 2015-12-01,13527,,76,,12550,,12437, 161 | 2016-01-01,10495,,59,,9222,,9139, 162 | 2016-02-01,9454,,55,,8623,,8545, 163 | 2016-03-01,9305,,57,,8415,,8339, 164 | 2016-04-01,16023,,81,,11024,,12378, 165 | 2016-05-01,25118,,122,,16549,,19446, 166 | 2016-06-01,24905,,121,,17586,,21055, 167 | 2016-07-01,24202,,122,,19255,,21327, 168 | 2016-08-01,21730,,113,,18650,,19885, 169 | 2016-09-01,18309,,102,,16007,,15892, 170 | 2016-10-01,13552,,73,,11904,,11827, 171 | 2016-11-01,10857,,70,,10013,,9952, 172 | 2016-12-01,10619,,67,,9827,,9769, 173 | 2017-01-01,10401,,65,,9074,,9020, 174 | 2017-02-01,7633,,48,,6930,,6896, 175 | 2017-03-01,7633,,48,,6930,,6896, 176 | -------------------------------------------------------------------------------- /datasets/Frontier_Airlines/F9-PHX.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,9662,,118,,8058,,4847, 3 | 2002-11-01,8881,,111,,8243,,4953, 4 | 2002-12-01,9305,,119,,10474,,6297, 5 | 2003-01-01,8990,,117,,7934,,4770, 6 | 2003-02-01,8323,,105,,7924,,4771, 7 | 2003-03-01,9254,,114,,10471,,6304, 8 | 2003-04-01,9626,,119,,10269,,6182, 9 | 2003-05-01,10873,,135,,10700,,6441, 10 | 2003-06-01,11418,,142,,11355,,6836, 11 | 2003-07-01,12175,,150,,12448,,7495, 12 | 2003-08-01,11805,,146,,11091,,6677, 13 | 2003-09-01,9402,,116,,9962,,5998, 14 | 2003-10-01,11275,,139,,13117,,7896, 15 | 2003-11-01,10291,,132,,11523,,6936, 16 | 2003-12-01,11767,,149,,13190,,7939, 17 | 2004-01-01,10893,,138,,11521,,6936, 18 | 2004-02-01,9238,,126,,11140,,6436, 19 | 2004-03-01,13284,,155,,15825,,9526, 20 | 2004-04-01,11208,,146,,12958,,7776, 21 | 2004-05-01,11288,,152,,12003,,7211, 22 | 2004-06-01,10651,,147,,12489,,7518, 23 | 2004-07-01,11211,,152,,13743,,8526, 24 | 2004-08-01,11133,,149,,10926,,6580, 25 | 2004-09-01,10289,,138,,10579,,6369, 26 | 2004-10-01,11018,,147,,14060,,8466, 27 | 2004-11-01,11552,,155,,13914,,8376, 28 | 2004-12-01,13225,,175,,15288,,9204, 29 | 2005-01-01,13437,,179,,12911,,7774, 30 | 2005-02-01,15498,,211,,13465,,10852, 31 | 2005-03-01,13434,,177,,13465,,10861, 32 | 2005-04-01,12780,,169,,15946,,9604, 33 | 2005-05-01,13649,,183,,15466,,9312, 34 | 2005-06-01,13344,,179,,14838,,8928, 35 | 2005-07-01,13350,,179,,13539,,8150, 36 | 2005-08-01,13716,,186,,11192,,6738, 37 | 2005-09-01,12883,,175,,10754,,6474, 38 | 2005-10-01,12328,,167,,14497,,8728, 39 | 2005-11-01,11393,,154,,15087,,9082, 40 | 2005-12-01,13355,,181,,16195,,9748, 41 | 2006-01-01,15435,,210,,19203,,11560, 42 | 2006-02-01,14420,,196,,19362,,11653, 43 | 2006-03-01,15701,,213,,21273,,12806, 44 | 2006-04-01,15185,,206,,20892,,12588, 45 | 2006-05-01,16149,,219,,19415,,11688, 46 | 2006-06-01,15221,,206,,20370,,12262, 47 | 2006-07-01,13574,,182,,18096,,10896, 48 | 2006-08-01,13935,,187,,16075,,9676, 49 | 2006-09-01,15445,,209,,16373,,9856, 50 | 2006-10-01,16037,,215,,20313,,12228, 51 | 2006-11-01,15813,,199,,18639,,11223, 52 | 2006-12-01,13689,,184,,16476,,9917, 53 | 2007-01-01,16893,,212,,19042,,11464, 54 | 2007-02-01,15763,,196,,19597,,11800, 55 | 2007-03-01,16514,,210,,22671,,13649, 56 | 2007-04-01,15510,,196,,22207,,13370, 57 | 2007-05-01,14401,,186,,20363,,12259, 58 | 2007-06-01,12833,,166,,19490,,11734, 59 | 2007-07-01,13632,,177,,18910,,11384, 60 | 2007-08-01,13556,,180,,18005,,10840, 61 | 2007-09-01,12386,,156,,16029,,9650, 62 | 2007-10-01,11602,,152,,17668,,10636, 63 | 2007-11-01,11172,,138,,15863,,9553, 64 | 2007-12-01,10711,,134,,13908,,8378, 65 | 2008-01-01,11951,,151,,13467,,8109, 66 | 2008-02-01,10926,,138,,14168,,8532, 67 | 2008-03-01,13798,,175,,20154,,12133, 68 | 2008-04-01,16145,,202,,20055,,12078, 69 | 2008-05-01,15500,,199,,19755,,11893, 70 | 2008-06-01,13714,,176,,18942,,11404, 71 | 2008-07-01,14166,,184,,18767,,11301, 72 | 2008-08-01,12943,,178,,16042,,9659, 73 | 2008-09-01,13308,,170,,16648,,10023, 74 | 2008-10-01,14488,,179,,19982,,12031, 75 | 2008-11-01,13252,,166,,18368,,11061, 76 | 2008-12-01,13894,,175,,19354,,11655, 77 | 2009-01-01,14393,,180,,18781,,11309, 78 | 2009-02-01,13006,,163,,17264,,10396, 79 | 2009-03-01,14429,,177,,20275,,12206, 80 | 2009-04-01,14055,,174,,18117,,10908, 81 | 2009-05-01,14432,,180,,17428,,10492, 82 | 2009-06-01,13970,,174,,16479,,9921, 83 | 2009-07-01,14532,,183,,16701,,10055, 84 | 2009-08-01,12637,,160,,13177,,7933, 85 | 2009-09-01,14485,,183,,14841,,8934, 86 | 2009-10-01,15639,,194,,18536,,11159, 87 | 2009-11-01,12880,,162,,15775,,9497, 88 | 2009-12-01,13900,,174,,15843,,9537, 89 | 2010-01-01,14080,,175,,15520,,9343, 90 | 2010-02-01,12786,,159,,14650,,8819, 91 | 2010-03-01,26460,,238,,28815,,24215, 92 | 2010-04-01,22127,,205,,23888,,19801, 93 | 2010-05-01,17259,,170,,18996,,14895, 94 | 2010-06-01,16306,,161,,14523,,14393, 95 | 2010-07-01,17876,,181,,18807,,14710, 96 | 2010-08-01,17478,,176,,16153,,13085, 97 | 2010-09-01,16066,,155,,15902,,12824, 98 | 2010-10-01,15921,,150,,17426,,13908, 99 | 2010-11-01,15174,,144,,16542,,13058, 100 | 2010-12-01,15693,,145,,15082,,11947, 101 | 2011-01-01,16124,,154,,14243,,10988, 102 | 2011-02-01,20755,,190,,18449,,14981, 103 | 2011-03-01,27525,,247,,29130,,24393, 104 | 2011-04-01,19623,,177,,18676,,16056, 105 | 2011-05-01,15646,,147,,16622,,13266, 106 | 2011-06-01,11471,,96,,10825,,9846, 107 | 2011-07-01,11411,,93,,11402,,10369, 108 | 2011-08-01,12538,,107,,11277,,10160, 109 | 2011-09-01,13799,,126,,12855,,10458, 110 | 2011-10-01,15829,,144,,17238,,13870, 111 | 2011-11-01,14926,,136,,16594,,13132, 112 | 2011-12-01,15536,,141,,15685,,12046, 113 | 2012-01-01,15196,,143,,16537,,11772, 114 | 2012-02-01,14378,,137,,16048,,11621, 115 | 2012-03-01,16591,,163,,19473,,14619, 116 | 2012-04-01,11447,,118,,14842,,10428, 117 | 2012-05-01,7469,,91,,10929,,6488, 118 | 2012-06-01,6475,,81,,10476,,6111, 119 | 2012-07-01,6706,,84,,9740,,5682, 120 | 2012-08-01,7580,,94,,10261,,6028, 121 | 2012-09-01,8525,,104,,12031,,7128, 122 | 2012-10-01,10317,,126,,15339,,9103, 123 | 2012-11-01,10122,,124,,15456,,9159, 124 | 2012-12-01,10184,,125,,15152,,8971, 125 | 2013-01-01,12141,,151,,17686,,10535, 126 | 2013-02-01,11941,,148,,18276,,10898, 127 | 2013-03-01,13303,,163,,20814,,12414, 128 | 2013-04-01,10306,,125,,16349,,9815, 129 | 2013-05-01,8094,,97,,12751,,7676, 130 | 2013-06-01,7484,,89,,11640,,7007, 131 | 2013-07-01,8347,,97,,11879,,7234, 132 | 2013-08-01,7733,,92,,10882,,6551, 133 | 2013-09-01,10171,,122,,15127,,9106, 134 | 2013-10-01,11768,,141,,18092,,10891, 135 | 2013-11-01,10955,,131,,16599,,9993, 136 | 2013-12-01,11259,,132,,16546,,9961, 137 | 2014-01-01,12649,,134,,16449,,9902, 138 | 2014-02-01,10796,,127,,16400,,9873, 139 | 2014-03-01,12136,,140,,18860,,11354, 140 | 2014-04-01,11995,,138,,18451,,11108, 141 | 2014-05-01,12884,,144,,20238,,12183, 142 | 2014-06-01,13623,,137,,18381,,12559, 143 | 2014-07-01,15450,,147,,19296,,13976, 144 | 2014-08-01,12966,,136,,16003,,10630, 145 | 2014-09-01,12422,,143,,17592,,10590, 146 | 2014-10-01,14605,,150,,19046,,12595, 147 | 2014-11-01,24177,,176,,22892,,20168, 148 | 2014-12-01,30807,,235,,31003,,26869, 149 | 2015-01-01,30953,,228,,27036,,23676, 150 | 2015-02-01,30053,,208,,26423,,23906, 151 | 2015-03-01,31666,,219,,27764,,27971, 152 | 2015-04-01,29227,100,203,1,26094,44,26071,32 153 | 2015-05-01,21916,,155,,19984,,18147, 154 | 2015-06-01,19507,,150,,19302,,17689, 155 | 2015-07-01,20300,,155,,17385,,16564, 156 | 2015-08-01,19630,,151,,16694,,15558, 157 | 2015-09-01,18160,,141,,17059,,14821, 158 | 2015-10-01,19947,,149,,19977,,17525, 159 | 2015-11-01,19220,,137,,18717,,16476, 160 | 2015-12-01,17293,,125,,17737,,14920, 161 | 2016-01-01,17870,,136,,17812,,15073, 162 | 2016-02-01,16140,,122,,16780,,14393, 163 | 2016-03-01,16397,,120,,17183,,14881, 164 | 2016-04-01,26172,,148,,21724,,22944, 165 | 2016-05-01,32683,,157,,23664,,28255, 166 | 2016-06-01,33095,,161,,25207,,30076, 167 | 2016-07-01,43178,,252,,34906,,37339, 168 | 2016-08-01,42365,,246,,31809,,33110, 169 | 2016-09-01,37609,,226,,31118,,30479, 170 | 2016-10-01,38936,,239,,32862,,32232, 171 | 2016-11-01,51765,,264,,36805,,43348, 172 | 2016-12-01,56643,,287,,38534,,46031, 173 | 2017-01-01,62834,,317,,39693,,48150, 174 | 2017-02-01,58263,,293,,40347,,48729, 175 | 2017-03-01,58263,,293,,40443,,48729, 176 | -------------------------------------------------------------------------------- /datasets/Hawaiian_Airlines/HA-LAS.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,2537,,35,,7505,,1771, 3 | 2002-11-01,2385,,34,,7195,,1698, 4 | 2002-12-01,2306,,36,,5606,,1323, 5 | 2003-01-01,9324,,36,,5419,,5555, 6 | 2003-02-01,8773,,28,,3777,,5687, 7 | 2003-03-01,10303,,31,,4793,,7729, 8 | 2003-04-01,9575,,30,,4648,,7136, 9 | 2003-05-01,10341,,31,,5437,,8751, 10 | 2003-06-01,19086,,30,,7161,,18032, 11 | 2003-07-01,22298,,31,,7559,,20878, 12 | 2003-08-01,22057,,31,,6968,,19246, 13 | 2003-09-01,21067,,30,,7093,,19131, 14 | 2003-10-01,22408,,31,,7854,,21693, 15 | 2003-11-01,21744,,31,,7557,,20828, 16 | 2003-12-01,22419,,31,,7640,,21102, 17 | 2004-01-01,23024,,32,,6310,,17428, 18 | 2004-02-01,20939,,29,,6826,,18853, 19 | 2004-03-01,22242,,31,,7224,,19953, 20 | 2004-04-01,21673,,30,,6852,,18925, 21 | 2004-05-01,22278,,31,,7636,,21091, 22 | 2004-06-01,21571,,30,,7676,,21201, 23 | 2004-07-01,22276,,31,,7793,,21524, 24 | 2004-08-01,21486,,31,,7349,,20124, 25 | 2004-09-01,21580,,30,,7524,,20781, 26 | 2004-10-01,22405,,31,,7934,,21914, 27 | 2004-11-01,21684,,30,,7618,,21041, 28 | 2004-12-01,22306,,31,,7862,,21715, 29 | 2005-01-01,22438,,31,,7765,,21447, 30 | 2005-02-01,20328,,28,,7115,,19652, 31 | 2005-03-01,21538,,31,,7801,,20930, 32 | 2005-04-01,34583,,48,,11370,,31404, 33 | 2005-05-01,43115,,60,,14866,,41060, 34 | 2005-06-01,39638,,56,,13769,,37391, 35 | 2005-07-01,40397,,56,,13975,,38599, 36 | 2005-08-01,41068,,57,,13362,,36906, 37 | 2005-09-01,41726,,58,,13431,,37096, 38 | 2005-10-01,42413,,59,,14951,,41295, 39 | 2005-11-01,39682,,56,,13992,,38338, 40 | 2005-12-01,40940,,58,,14146,,38432, 41 | 2006-01-01,41532,,58,,13719,,37892, 42 | 2006-02-01,36722,,52,,13002,,35288, 43 | 2006-03-01,41060,,57,,13856,,38270, 44 | 2006-04-01,40275,,56,,13409,,37036, 45 | 2006-05-01,42433,,59,,14443,,39892, 46 | 2006-06-01,40248,,56,,13999,,38665, 47 | 2006-07-01,41525,,59,,14430,,39922, 48 | 2006-08-01,40171,,57,,12270,,33890, 49 | 2006-09-01,41485,,58,,13349,,36870, 50 | 2006-10-01,42711,,60,,14323,,39225, 51 | 2006-11-01,39665,,57,,13278,,35858, 52 | 2006-12-01,40983,,57,,13412,,37044, 53 | 2007-01-01,40925,,57,,13598,,37558, 54 | 2007-02-01,35512,,52,,12743,,33672, 55 | 2007-03-01,41850,,58,,14406,,39789, 56 | 2007-04-01,43178,,60,,14201,,39223, 57 | 2007-05-01,44358,,62,,15189,,41952, 58 | 2007-06-01,43189,,60,,15138,,41811, 59 | 2007-07-01,44866,,62,,15660,,43253, 60 | 2007-08-01,44711,,62,,14406,,39789, 61 | 2007-09-01,43307,,61,,14745,,40137, 62 | 2007-10-01,46925,,66,,16231,,44711, 63 | 2007-11-01,46909,,66,,16043,,43687, 64 | 2007-12-01,44413,,62,,15287,,42223, 65 | 2008-01-01,44648,,62,,13938,,38497, 66 | 2008-02-01,40582,,58,,13879,,38334, 67 | 2008-03-01,44766,,62,,15433,,42626, 68 | 2008-04-01,43217,,60,,14870,,41071, 69 | 2008-05-01,44965,,62,,15740,,43474, 70 | 2008-06-01,42441,,60,,14508,,40071, 71 | 2008-07-01,44565,,62,,13747,,37969, 72 | 2008-08-01,44675,,62,,14082,,38894, 73 | 2008-09-01,43162,,60,,14102,,38950, 74 | 2008-10-01,44592,,62,,15335,,42355, 75 | 2008-11-01,44613,,63,,15544,,42933, 76 | 2008-12-01,44507,,63,,15171,,41276, 77 | 2009-01-01,44628,,62,,13198,,36453, 78 | 2009-02-01,42659,,60,,14158,,38758, 79 | 2009-03-01,56870,,79,,17684,,48843, 80 | 2009-04-01,53970,,77,,17528,,47339, 81 | 2009-05-01,57433,,80,,18525,,51166, 82 | 2009-06-01,54739,,77,,18209,,49743, 83 | 2009-07-01,57303,,80,,18669,,51564, 84 | 2009-08-01,55949,,79,,17634,,48129, 85 | 2009-09-01,54240,,75,,17394,,48042, 86 | 2009-10-01,54675,,77,,18331,,50050, 87 | 2009-11-01,52489,,73,,17203,,47515, 88 | 2009-12-01,55964,,78,,18105,,50006, 89 | 2010-01-01,54616,,77,,16363,,44755, 90 | 2010-02-01,49089,,68,,14754,,40751, 91 | 2010-03-01,53934,,75,,17236,,47606, 92 | 2010-04-01,55201,,77,,17048,,47087, 93 | 2010-05-01,56972,,79,,18505,,51111, 94 | 2010-06-01,55417,,77,,18679,,51591, 95 | 2010-07-01,58041,,81,,19423,,53646, 96 | 2010-08-01,56150,,79,,18303,,49979, 97 | 2010-09-01,57311,,78,,17789,,48659, 98 | 2010-10-01,63212,,84,,20747,,57187, 99 | 2010-11-01,63407,,83,,21006,,57887, 100 | 2010-12-01,67219,,86,,21988,,60598, 101 | 2011-01-01,66697,,85,,19741,,54418, 102 | 2011-02-01,59458,,76,,18610,,51289, 103 | 2011-03-01,65200,,84,,20653,,56404, 104 | 2011-04-01,63968,,82,,20162,,55579, 105 | 2011-05-01,65906,,84,,21538,,59359, 106 | 2011-06-01,63439,,81,,20893,,57567, 107 | 2011-07-01,65668,,84,,21798,,60081, 108 | 2011-08-01,65533,,84,,20313,,55978, 109 | 2011-09-01,58099,,73,,18543,,51216, 110 | 2011-10-01,61203,,77,,19985,,55199, 111 | 2011-11-01,63600,,81,,20999,,57891, 112 | 2011-12-01,65878,,85,,22229,,61257, 113 | 2012-01-01,65794,,84,,21401,,58979, 114 | 2012-02-01,60360,,77,,19996,,55106, 115 | 2012-03-01,65480,,84,,21385,,58927, 116 | 2012-04-01,63259,,81,,20403,,56219, 117 | 2012-05-01,65948,,84,,21788,,60048, 118 | 2012-06-01,64211,,82,,21874,,60284, 119 | 2012-07-01,65909,,84,,21733,,59894, 120 | 2012-08-01,68041,,87,,21145,,58277, 121 | 2012-09-01,69606,,90,,22249,,61330, 122 | 2012-10-01,72830,,94,,24268,,66885, 123 | 2012-11-01,63562,,83,,21034,,58080, 124 | 2012-12-01,58809,,76,,19725,,54480, 125 | 2013-01-01,55174,,71,,18057,,49873, 126 | 2013-02-01,51144,,66,,17274,,47711, 127 | 2013-03-01,57825,,73,,19801,,54690, 128 | 2013-04-01,48120,,61,,15906,,43932, 129 | 2013-05-01,48211,,61,,16609,,45874, 130 | 2013-06-01,57521,,72,,19870,,54881, 131 | 2013-07-01,60819,,75,,20324,,56135, 132 | 2013-08-01,62993,,78,,19841,,54801, 133 | 2013-09-01,60493,,76,,18752,,51793, 134 | 2013-10-01,60192,,75,,20708,,57195, 135 | 2013-11-01,59278,,73,,19823,,54751, 136 | 2013-12-01,62360,,77,,21269,,58745, 137 | 2014-01-01,60736,,75,,19626,,54207, 138 | 2014-02-01,57723,,72,,18428,,50967, 139 | 2014-03-01,60971,,76,,20303,,55334, 140 | 2014-04-01,58466,,72,,18767,,51834, 141 | 2014-05-01,61714,,76,,21305,,58844, 142 | 2014-06-01,59278,,73,,20804,,57461, 143 | 2014-07-01,59347,,74,,20781,,56778, 144 | 2014-08-01,60941,,76,,19829,,54256, 145 | 2014-09-01,58354,,73,,19184,,52423, 146 | 2014-10-01,60902,,75,,20855,,57602, 147 | 2014-11-01,59278,,73,,19995,,55226, 148 | 2014-12-01,60902,,75,,20866,,57632, 149 | 2015-01-01,61714,,76,,18102,,49998, 150 | 2015-02-01,55287,,69,,17404,,48104, 151 | 2015-03-01,60902,,75,,20185,,55751, 152 | 2015-04-01,59278,,73,,17973,,49641, 153 | 2015-05-01,60902,,75,,20415,,56386, 154 | 2015-06-01,58535,,73,,20109,,54836, 155 | 2015-07-01,60902,,75,,20208,,55814, 156 | 2015-08-01,61714,,76,,19259,,53193, 157 | 2015-09-01,58466,,72,,17992,,49694, 158 | 2015-10-01,61714,,76,,21092,,58256, 159 | 2015-11-01,58605,,74,,20079,,54718, 160 | 2015-12-01,60902,,75,,20617,,56944, 161 | 2016-01-01,60902,,75,,19121,,52812, 162 | 2016-02-01,56169,,71,,18565,,50395, 163 | 2016-03-01,60902,,75,,20563,,56795, 164 | 2016-04-01,59278,,73,,18946,,52329, 165 | 2016-05-01,60902,,75,,20545,,56745, 166 | 2016-06-01,59278,,73,,20259,,55955, 167 | 2016-07-01,60902,,75,,20799,,57447, 168 | 2016-08-01,60858,,75,,18808,,51948, 169 | 2016-09-01,59278,,73,,19597,,54127, 170 | 2016-10-01,61714,,76,,21492,,59361, 171 | 2016-11-01,58422,,72,,20367,,56254, 172 | 2016-12-01,61714,,76,,21148,,58411, 173 | 2017-01-01,60814,,75,,20115,,55558, 174 | 2017-02-01,54997,,68,,18242,,50384, 175 | 2017-03-01,61607,,77,,20414,,55760, 176 | -------------------------------------------------------------------------------- /datasets/Hawaiian_Airlines/HA-LAX.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,74387,,135,,18505,,59900, 3 | 2002-11-01,72780,,133,,17242,,52900, 4 | 2002-12-01,78486,,144,,21552,,61844, 5 | 2003-01-01,70517,,116,,12795,,34559, 6 | 2003-02-01,54882,,82,,12129,,30971, 7 | 2003-03-01,60025,,93,,16878,,42831, 8 | 2003-04-01,64551,,98,,19633,,49799, 9 | 2003-05-01,66846,,101,,18404,,46877, 10 | 2003-06-01,68524,,103,,23370,,60187, 11 | 2003-07-01,68149,,103,,25225,,64382, 12 | 2003-08-01,69393,,104,,25391,,64942, 13 | 2003-09-01,60980,,93,,18575,,48953, 14 | 2003-10-01,62894,,98,,21438,,55937, 15 | 2003-11-01,60239,,95,,20442,,52688, 16 | 2003-12-01,62422,,95,,21406,,55172, 17 | 2004-01-01,61464,,92,,17500,,44730, 18 | 2004-02-01,56742,,87,,17101,,43959, 19 | 2004-03-01,62170,,94,,20130,,51485, 20 | 2004-04-01,63949,,98,,21350,,55639, 21 | 2004-05-01,61817,,94,,22231,,56850, 22 | 2004-06-01,59961,,90,,22622,,57822, 23 | 2004-07-01,62070,,93,,23461,,59966, 24 | 2004-08-01,62132,,94,,23446,,60115, 25 | 2004-09-01,59143,,89,,22099,,56485, 26 | 2004-10-01,60894,,91,,22621,,57819, 27 | 2004-11-01,61459,,93,,22616,,57622, 28 | 2004-12-01,62489,,94,,21791,,56309, 29 | 2005-01-01,62011,,93,,21090,,53906, 30 | 2005-02-01,56063,,84,,19500,,49842, 31 | 2005-03-01,62412,,94,,21407,,55263, 32 | 2005-04-01,60173,,90,,20242,,51739, 33 | 2005-05-01,61206,,92,,22159,,56638, 34 | 2005-06-01,61334,,92,,21985,,56840, 35 | 2005-07-01,62172,,93,,23380,,59759, 36 | 2005-08-01,62057,,93,,23717,,60621, 37 | 2005-09-01,58773,,88,,20551,,52528, 38 | 2005-10-01,50581,,76,,19038,,48661, 39 | 2005-11-01,50624,,76,,18724,,47859, 40 | 2005-12-01,57855,,87,,21067,,54494, 41 | 2006-01-01,52567,,79,,18002,,46013, 42 | 2006-02-01,45177,,68,,16134,,41870, 43 | 2006-03-01,50098,,75,,17940,,45855, 44 | 2006-04-01,48892,,75,,17252,,44216, 45 | 2006-05-01,50767,,76,,18233,,46604, 46 | 2006-06-01,49942,,75,,18334,,46862, 47 | 2006-07-01,52534,,81,,19875,,50954, 48 | 2006-08-01,53993,,81,,19755,,51138, 49 | 2006-09-01,47751,,72,,15643,,39984, 50 | 2006-10-01,50044,,78,,18381,,47094, 51 | 2006-11-01,51629,,78,,17670,,46504, 52 | 2006-12-01,51853,,80,,18393,,47661, 53 | 2007-01-01,51703,,78,,16960,,43350, 54 | 2007-02-01,48375,,73,,17062,,44239, 55 | 2007-03-01,53254,,80,,19007,,48582, 56 | 2007-04-01,51319,,77,,18171,,46445, 57 | 2007-05-01,53017,,80,,19460,,49740, 58 | 2007-06-01,54006,,81,,19971,,51046, 59 | 2007-07-01,62021,,93,,22625,,57830, 60 | 2007-08-01,58931,,88,,21308,,55013, 61 | 2007-09-01,52393,,78,,18637,,48232, 62 | 2007-10-01,53423,,80,,19530,,50039, 63 | 2007-11-01,51935,,78,,18533,,48002, 64 | 2007-12-01,54024,,81,,18095,,46251, 65 | 2008-01-01,55435,,84,,17866,,45665, 66 | 2008-02-01,50039,,75,,16676,,42624, 67 | 2008-03-01,53285,,80,,18230,,46596, 68 | 2008-04-01,45435,,68,,16622,,42486, 69 | 2008-05-01,41430,,62,,15408,,39383, 70 | 2008-06-01,47296,,71,,16692,,42665, 71 | 2008-07-01,60792,,91,,20567,,52569, 72 | 2008-08-01,48687,,73,,17027,,43521, 73 | 2008-09-01,40699,,61,,14164,,36203, 74 | 2008-10-01,41402,,62,,15099,,38593, 75 | 2008-11-01,40638,,61,,13961,,35684, 76 | 2008-12-01,45479,,68,,16249,,41532, 77 | 2009-01-01,44651,,67,,14867,,38000, 78 | 2009-02-01,38677,,58,,13378,,35171, 79 | 2009-03-01,41428,,62,,14101,,36042, 80 | 2009-04-01,41531,,63,,13972,,36852, 81 | 2009-05-01,41374,,62,,14382,,37371, 82 | 2009-06-01,52971,,79,,19212,,49638, 83 | 2009-07-01,62134,,93,,21814,,55757, 84 | 2009-08-01,56838,,85,,19794,,51176, 85 | 2009-09-01,35976,,54,,12831,,32796, 86 | 2009-10-01,35339,,53,,12854,,32855, 87 | 2009-11-01,34741,,52,,12145,,31043, 88 | 2009-12-01,44597,,67,,15933,,40725, 89 | 2010-01-01,41400,,62,,13396,,34680, 90 | 2010-02-01,32078,,48,,10942,,27968, 91 | 2010-03-01,35381,,54,,12272,,31444, 92 | 2010-04-01,40801,,61,,13401,,35434, 93 | 2010-05-01,42146,,63,,14672,,38084, 94 | 2010-06-01,51900,,73,,18633,,47626, 95 | 2010-07-01,66837,,93,,24545,,62737, 96 | 2010-08-01,67818,,94,,23605,,60915, 97 | 2010-09-01,48052,,68,,15795,,41016, 98 | 2010-10-01,43953,,62,,16236,,41499, 99 | 2010-11-01,41816,,59,,14930,,38161, 100 | 2010-12-01,54923,,75,,20031,,51199, 101 | 2011-01-01,49594,,67,,17596,,44975, 102 | 2011-02-01,42082,,56,,14661,,37474, 103 | 2011-03-01,47233,,64,,16181,,41939, 104 | 2011-04-01,48845,,65,,16716,,42726, 105 | 2011-05-01,69886,,93,,24357,,62256, 106 | 2011-06-01,68077,,91,,24669,,63680, 107 | 2011-07-01,57147,,77,,20619,,52702, 108 | 2011-08-01,55725,,77,,19811,,50000, 109 | 2011-09-01,49124,,66,,16873,,43127, 110 | 2011-10-01,46591,,62,,16663,,42591, 111 | 2011-11-01,48017,,64,,16880,,43145, 112 | 2011-12-01,53162,,72,,19032,,48646, 113 | 2012-01-01,49808,,68,,17222,,44019, 114 | 2012-02-01,44260,,59,,14920,,38136, 115 | 2012-03-01,60028,,80,,20975,,53612, 116 | 2012-04-01,46437,,62,,15746,,40247, 117 | 2012-05-01,54780,,73,,19476,,49781, 118 | 2012-06-01,68291,,95,,24944,,63612, 119 | 2012-07-01,86395,,123,,29557,,75088, 120 | 2012-08-01,82680,,117,,28436,,72298, 121 | 2012-09-01,72691,,102,,25201,,64232, 122 | 2012-10-01,75213,,105,,26877,,68517, 123 | 2012-11-01,63655,,88,,22720,,58072, 124 | 2012-12-01,69788,,97,,25106,,64087, 125 | 2013-01-01,55447,,76,,19365,,49482, 126 | 2013-02-01,62320,,86,,20887,,53387, 127 | 2013-03-01,67450,,93,,23920,,61140, 128 | 2013-04-01,64130,,90,,22117,,56531, 129 | 2013-05-01,67864,,94,,23764,,60741, 130 | 2013-06-01,92704,,129,,34591,,87752, 131 | 2013-07-01,107750,,152,,38815,,98254, 132 | 2013-08-01,86778,,119,,31773,,80786, 133 | 2013-09-01,67555,,90,,23363,,59716, 134 | 2013-10-01,69733,,93,,25837,,66039, 135 | 2013-11-01,66543,,89,,22153,,56623, 136 | 2013-12-01,79542,,112,,27304,,69525, 137 | 2014-01-01,68122,,94,,23584,,60274, 138 | 2014-02-01,61132,,84,,21390,,54673, 139 | 2014-03-01,68516,,94,,21798,,56467, 140 | 2014-04-01,66484,,90,,21229,,54261, 141 | 2014-05-01,82782,,113,,26978,,68693, 142 | 2014-06-01,91570,,124,,32036,,82063, 143 | 2014-07-01,133826,,187,,45679,,116360, 144 | 2014-08-01,132994,,185,,42615,,108032, 145 | 2014-09-01,106302,,146,,31279,,79441, 146 | 2014-10-01,92027,,124,,30817,,78211, 147 | 2014-11-01,95346,,129,,28386,,71958, 148 | 2014-12-01,107637,,148,,34574,,87760, 149 | 2015-01-01,94606,,129,,27067,,68693, 150 | 2015-02-01,83174,,112,,24759,,62876, 151 | 2015-03-01,92576,,125,,31120,,79032, 152 | 2015-04-01,89558,,120,,25757,,65347, 153 | 2015-05-01,98973,,134,,33241,,84427, 154 | 2015-06-01,122686,,168,,41872,,106959, 155 | 2015-07-01,135716,,186,,46247,,117760, 156 | 2015-08-01,133435,,183,,41819,,105995, 157 | 2015-09-01,97972,,132,,29971,,76013, 158 | 2015-10-01,91501,,123,,30465,,77300, 159 | 2015-11-01,90310,,121,,28827,,73901, 160 | 2015-12-01,106361,,144,,35292,,89691, 161 | 2016-01-01,106279,,144,,29467,,74944, 162 | 2016-02-01,96741,,131,,26827,,69152, 163 | 2016-03-01,100734,,136,,33357,,84832, 164 | 2016-04-01,98345,,133,,31285,,79551, 165 | 2016-05-01,102834,,139,,34605,,87979, 166 | 2016-06-01,136940,,188,,47772,,121213, 167 | 2016-07-01,142308,,196,,49227,,125566, 168 | 2016-08-01,131236,,181,,40987,,104296, 169 | 2016-09-01,94906,,128,,30774,,78175, 170 | 2016-10-01,91503,,123,,31868,,80900, 171 | 2016-11-01,88556,,119,,29645,,75269, 172 | 2016-12-01,111798,,152,,39588,,100539, 173 | 2017-01-01,101029,,137,,32025,,81362, 174 | 2017-02-01,82115,,112,,26436,,67130, 175 | 2017-03-01,91204,,125,,32133,,82220, 176 | -------------------------------------------------------------------------------- /datasets/Hawaiian_Airlines/HA-PDX.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,24765,,31,,7697,,20035, 3 | 2002-11-01,23922,,30,,7902,,20569, 4 | 2002-12-01,24669,,32,,8486,,21960, 5 | 2003-01-01,24773,,32,,8101,,20894, 6 | 2003-02-01,26691,,40,,7880,,21215, 7 | 2003-03-01,30228,,45,,8787,,22790, 8 | 2003-04-01,27761,,42,,8189,,21082, 9 | 2003-05-01,28842,,44,,7802,,20265, 10 | 2003-06-01,28007,,42,,9532,,24706, 11 | 2003-07-01,29046,,43,,9145,,23709, 12 | 2003-08-01,49241,,73,,9222,,39276, 13 | 2003-09-01,28624,,49,,8793,,23665, 14 | 2003-10-01,29074,,44,,8848,,22940, 15 | 2003-11-01,32177,,48,,10821,,28019, 16 | 2003-12-01,40443,,62,,13016,,33164, 17 | 2004-01-01,31340,,47,,9805,,25398, 18 | 2004-02-01,27520,,41,,9935,,25745, 19 | 2004-03-01,40821,,62,,11636,,29886, 20 | 2004-04-01,35047,,53,,10857,,28089, 21 | 2004-05-01,30036,,45,,10305,,26695, 22 | 2004-06-01,28728,,43,,10178,,26372, 23 | 2004-07-01,29191,,44,,10259,,26581, 24 | 2004-08-01,28808,,43,,10095,,26166, 25 | 2004-09-01,28888,,43,,9890,,25629, 26 | 2004-10-01,29250,,44,,10537,,27302, 27 | 2004-11-01,33015,,49,,11816,,30865, 28 | 2004-12-01,41434,,62,,13776,,35589, 29 | 2005-01-01,33465,,50,,11127,,28794, 30 | 2005-02-01,26690,,40,,9355,,24238, 31 | 2005-03-01,29721,,44,,9169,,23764, 32 | 2005-04-01,28745,,43,,9941,,25754, 33 | 2005-05-01,29454,,44,,9692,,25116, 34 | 2005-06-01,28896,,43,,9969,,25834, 35 | 2005-07-01,29241,,44,,10416,,26984, 36 | 2005-08-01,29730,,45,,10956,,28376, 37 | 2005-09-01,28023,,42,,9398,,24365, 38 | 2005-10-01,30100,,45,,11327,,29340, 39 | 2005-11-01,28941,,43,,10689,,27691, 40 | 2005-12-01,29576,,44,,10563,,27370, 41 | 2006-01-01,29474,,44,,10692,,27701, 42 | 2006-02-01,26982,,40,,9957,,25795, 43 | 2006-03-01,29774,,44,,9842,,25503, 44 | 2006-04-01,29065,,43,,9902,,25654, 45 | 2006-05-01,30162,,45,,10424,,27003, 46 | 2006-06-01,28202,,42,,9457,,24510, 47 | 2006-07-01,30438,,45,,10482,,27154, 48 | 2006-08-01,29509,,44,,10021,,25963, 49 | 2006-09-01,29007,,43,,9156,,23722, 50 | 2006-10-01,33669,,51,,11701,,30074, 51 | 2006-11-01,40257,,60,,14135,,36514, 52 | 2006-12-01,41672,,63,,14318,,37132, 53 | 2007-01-01,41455,,62,,13497,,34875, 54 | 2007-02-01,37711,,56,,13163,,34006, 55 | 2007-03-01,41530,,62,,14756,,38114, 56 | 2007-04-01,39946,,60,,13410,,34638, 57 | 2007-05-01,41786,,62,,13291,,34336, 58 | 2007-06-01,40206,,60,,13063,,33744, 59 | 2007-07-01,41650,,62,,13617,,35171, 60 | 2007-08-01,41054,,62,,14149,,35969, 61 | 2007-09-01,40471,,60,,13417,,34661, 62 | 2007-10-01,41743,,62,,15551,,40161, 63 | 2007-11-01,40277,,60,,14611,,37735, 64 | 2007-12-01,41651,,62,,14089,,36387, 65 | 2008-01-01,41608,,62,,14309,,36953, 66 | 2008-02-01,39013,,58,,13820,,35690, 67 | 2008-03-01,41577,,62,,14562,,37609, 68 | 2008-04-01,39991,,60,,13133,,33914, 69 | 2008-05-01,41530,,62,,13804,,35650, 70 | 2008-06-01,39748,,59,,11973,,30925, 71 | 2008-07-01,41423,,62,,10630,,27481, 72 | 2008-08-01,62370,,93,,12541,,48682, 73 | 2008-09-01,40401,,60,,12098,,31254, 74 | 2008-10-01,41541,,62,,14008,,36175, 75 | 2008-11-01,40482,,60,,13005,,33595, 76 | 2008-12-01,41399,,62,,13475,,34810, 77 | 2009-01-01,41527,,62,,12997,,33574, 78 | 2009-02-01,37486,,56,,13095,,33821, 79 | 2009-03-01,41584,,62,,13948,,36026, 80 | 2009-04-01,40354,,60,,13359,,34505, 81 | 2009-05-01,41530,,62,,13476,,34804, 82 | 2009-06-01,40126,,60,,13735,,35473, 83 | 2009-07-01,41919,,62,,13709,,35409, 84 | 2009-08-01,41689,,62,,13824,,35707, 85 | 2009-09-01,40151,,60,,12390,,32008, 86 | 2009-10-01,41653,,62,,14136,,36513, 87 | 2009-11-01,40505,,60,,13082,,33792, 88 | 2009-12-01,41984,,62,,13550,,35003, 89 | 2010-01-01,41697,,62,,13755,,35530, 90 | 2010-02-01,37906,,56,,12450,,32161, 91 | 2010-03-01,41652,,62,,14015,,36204, 92 | 2010-04-01,40049,,60,,12845,,33186, 93 | 2010-05-01,41730,,62,,13226,,34172, 94 | 2010-06-01,40143,,60,,13153,,33984, 95 | 2010-07-01,41391,,62,,13696,,35389, 96 | 2010-08-01,41712,,62,,14264,,36846, 97 | 2010-09-01,40956,,61,,13732,,35482, 98 | 2010-10-01,41583,,62,,14799,,38226, 99 | 2010-11-01,40186,,60,,13339,,34457, 100 | 2010-12-01,41002,,62,,13806,,35483, 101 | 2011-01-01,41583,,62,,13433,,34693, 102 | 2011-02-01,37632,,56,,12918,,33365, 103 | 2011-03-01,41449,,62,,14184,,36632, 104 | 2011-04-01,40246,,60,,12871,,33244, 105 | 2011-05-01,41832,,62,,13371,,34540, 106 | 2011-06-01,40610,,60,,13725,,35455, 107 | 2011-07-01,41635,,62,,13514,,34912, 108 | 2011-08-01,41106,,62,,13829,,35203, 109 | 2011-09-01,40309,,60,,12726,,32875, 110 | 2011-10-01,41412,,62,,14102,,36424, 111 | 2011-11-01,40162,,60,,13660,,35280, 112 | 2011-12-01,41309,,62,,14642,,37817, 113 | 2012-01-01,26952,,41,,9538,,24737, 114 | 2012-02-01,19658,,29,,6994,,18205, 115 | 2012-03-01,22929,,34,,8076,,20991, 116 | 2012-04-01,20967,,31,,7124,,18544, 117 | 2012-05-01,20863,,31,,7213,,18775, 118 | 2012-06-01,20376,,30,,7190,,18716, 119 | 2012-07-01,21095,,31,,7022,,18278, 120 | 2012-08-01,21290,,31,,7089,,18453, 121 | 2012-09-01,19879,,30,,6643,,17292, 122 | 2012-10-01,21227,,31,,7334,,19090, 123 | 2012-11-01,20408,,30,,6828,,17773, 124 | 2012-12-01,21170,,31,,7238,,18841, 125 | 2013-01-01,21090,,32,,7024,,18283, 126 | 2013-02-01,19090,,28,,6206,,16154, 127 | 2013-03-01,24654,,36,,8218,,21347, 128 | 2013-04-01,21384,,30,,7111,,18510, 129 | 2013-05-01,23724,,31,,8099,,21082, 130 | 2013-06-01,22958,,30,,8252,,21480, 131 | 2013-07-01,23724,,31,,8275,,21540, 132 | 2013-08-01,23724,,31,,7829,,20379, 133 | 2013-09-01,22958,,30,,7598,,19778, 134 | 2013-10-01,23724,,31,,8343,,21717, 135 | 2013-11-01,22958,,30,,7211,,18770, 136 | 2013-12-01,23724,,31,,8128,,21157, 137 | 2014-01-01,23568,,31,,7544,,19637, 138 | 2014-02-01,21428,,28,,6881,,17911, 139 | 2014-03-01,23724,,31,,7486,,19486, 140 | 2014-04-01,22958,,30,,6801,,17703, 141 | 2014-05-01,23724,,31,,7571,,19707, 142 | 2014-06-01,22524,,30,,7643,,19895, 143 | 2014-07-01,23724,,31,,7869,,20483, 144 | 2014-08-01,24489,,32,,7856,,21027, 145 | 2014-09-01,23255,,31,,7144,,18596, 146 | 2014-10-01,23646,,31,,8219,,21394, 147 | 2014-11-01,22880,,30,,7722,,20100, 148 | 2014-12-01,23724,,31,,8373,,21795, 149 | 2015-01-01,23724,,31,,7708,,20064, 150 | 2015-02-01,21428,,28,,7516,,19564, 151 | 2015-03-01,23724,,31,,8179,,21290, 152 | 2015-04-01,22958,,30,,7246,,18861, 153 | 2015-05-01,23724,,31,,7974,,20756, 154 | 2015-06-01,22958,,30,,7905,,20577, 155 | 2015-07-01,23724,,31,,7524,,19585, 156 | 2015-08-01,23724,,31,,7963,,20728, 157 | 2015-09-01,22958,,30,,7595,,19770, 158 | 2015-10-01,23724,,31,,8598,,22381, 159 | 2015-11-01,22958,,30,,7703,,20051, 160 | 2015-12-01,23724,,31,,8504,,22136, 161 | 2016-01-01,23724,,31,,7847,,20426, 162 | 2016-02-01,22193,,29,,7769,,20223, 163 | 2016-03-01,23724,,31,,8474,,22058, 164 | 2016-04-01,22958,,30,,8240,,21449, 165 | 2016-05-01,23724,,31,,8479,,22071, 166 | 2016-06-01,22958,,30,,8436,,21959, 167 | 2016-07-01,23724,,31,,8701,,22649, 168 | 2016-08-01,23724,,31,,8517,,22170, 169 | 2016-09-01,22958,,30,,7806,,20319, 170 | 2016-10-01,23724,,31,,8786,,22870, 171 | 2016-11-01,22792,,30,,8335,,21696, 172 | 2016-12-01,22247,,31,,8117,,20493, 173 | 2017-01-01,23016,,31,,7903,,20572, 174 | 2017-02-01,20428,,28,,7355,,19145, 175 | 2017-03-01,23240,,32,,8533,,22211, 176 | -------------------------------------------------------------------------------- /datasets/Hawaiian_Airlines/HA-SAN.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,20941,,31,,6761,,17673, 3 | 2002-11-01,19908,,29,,6100,,15945, 4 | 2002-12-01,21215,,31,,6533,,17077, 5 | 2003-01-01,20236,,31,,5522,,14019, 6 | 2003-02-01,19200,,28,,5299,,13852, 7 | 2003-03-01,21024,,31,,6095,,15932, 8 | 2003-04-01,20666,,30,,6775,,17710, 9 | 2003-05-01,21328,,31,,7274,,19014, 10 | 2003-06-01,30913,,47,,10418,,26342, 11 | 2003-07-01,32446,,48,,12038,,31158, 12 | 2003-08-01,32491,,48,,11453,,29665, 13 | 2003-09-01,20564,,30,,7548,,19730, 14 | 2003-10-01,21335,,31,,7790,,20363, 15 | 2003-11-01,20397,,30,,7038,,18397, 16 | 2003-12-01,21226,,31,,7261,,18980, 17 | 2004-01-01,20974,,31,,6555,,17120, 18 | 2004-02-01,19751,,29,,7070,,18481, 19 | 2004-03-01,21111,,31,,7291,,19059, 20 | 2004-04-01,20447,,30,,7500,,19605, 21 | 2004-05-01,21186,,31,,7823,,20449, 22 | 2004-06-01,33751,,50,,12372,,31992, 23 | 2004-07-01,41453,,62,,15242,,39305, 24 | 2004-08-01,41662,,62,,14881,,38378, 25 | 2004-09-01,25036,,37,,8189,,21345, 26 | 2004-10-01,21341,,31,,7770,,20311, 27 | 2004-11-01,20768,,31,,7479,,19240, 28 | 2004-12-01,21270,,31,,7421,,19398, 29 | 2005-01-01,21111,,31,,7002,,18303, 30 | 2005-02-01,19124,,28,,6627,,17323, 31 | 2005-03-01,21354,,31,,7446,,19464, 32 | 2005-04-01,20562,,30,,7564,,19772, 33 | 2005-05-01,21213,,31,,7726,,20196, 34 | 2005-06-01,33607,,51,,11421,,29116, 35 | 2005-07-01,41418,,62,,14448,,37264, 36 | 2005-08-01,41755,,62,,15251,,39322, 37 | 2005-09-01,23878,,35,,8348,,21751, 38 | 2005-10-01,21092,,31,,7888,,20619, 39 | 2005-11-01,20414,,31,,7126,,18966, 40 | 2005-12-01,21137,,31,,7721,,20183, 41 | 2006-01-01,21155,,31,,7475,,19540, 42 | 2006-02-01,19035,,28,,7039,,18400, 43 | 2006-03-01,21226,,31,,7569,,19785, 44 | 2006-04-01,20486,,30,,7524,,19668, 45 | 2006-05-01,21207,,31,,7844,,20504, 46 | 2006-06-01,34996,,52,,12588,,32517, 47 | 2006-07-01,41649,,62,,14840,,38274, 48 | 2006-08-01,41772,,62,,14742,,38014, 49 | 2006-09-01,38198,,57,,11578,,29944, 50 | 2006-10-01,41135,,62,,13486,,35167, 51 | 2006-11-01,38124,,57,,12777,,32991, 52 | 2006-12-01,40840,,62,,13570,,34459, 53 | 2007-01-01,26383,,39,,8847,,23017, 54 | 2007-02-01,19785,,30,,7048,,18756, 55 | 2007-03-01,31498,,47,,11084,,28723, 56 | 2007-04-01,40249,,60,,12804,,33043, 57 | 2007-05-01,41426,,62,,13989,,36084, 58 | 2007-06-01,39991,,60,,13990,,36075, 59 | 2007-07-01,41166,,62,,14189,,36594, 60 | 2007-08-01,40770,,62,,14298,,36332, 61 | 2007-09-01,40023,,60,,13696,,35327, 62 | 2007-10-01,41341,,62,,14655,,37790, 63 | 2007-11-01,40392,,60,,13226,,34125, 64 | 2007-12-01,41505,,62,,12690,,32757, 65 | 2008-01-01,40860,,61,,10969,,28337, 66 | 2008-02-01,38647,,58,,11340,,29282, 67 | 2008-03-01,41410,,62,,13263,,34216, 68 | 2008-04-01,40131,,60,,14280,,36820, 69 | 2008-05-01,41360,,62,,14498,,37382, 70 | 2008-06-01,40067,,60,,12532,,32326, 71 | 2008-07-01,41579,,62,,12469,,32189, 72 | 2008-08-01,41521,,62,,13178,,34000, 73 | 2008-09-01,21048,,32,,7250,,18941, 74 | 2008-10-01,20886,,31,,7492,,19584, 75 | 2008-11-01,20504,,30,,6915,,18076, 76 | 2008-12-01,21064,,31,,7070,,18481, 77 | 2009-01-01,20988,,31,,7002,,18303, 78 | 2009-02-01,18254,,27,,6549,,17119, 79 | 2009-03-01,21696,,32,,7330,,19161, 80 | 2009-04-01,20360,,30,,7110,,18586, 81 | 2009-05-01,20496,,31,,7372,,18672, 82 | 2009-06-01,20379,,30,,7380,,19291, 83 | 2009-07-01,21064,,31,,7391,,19320, 84 | 2009-08-01,21090,,31,,7524,,19668, 85 | 2009-09-01,20468,,30,,7117,,18604, 86 | 2009-10-01,20975,,31,,7396,,19333, 87 | 2009-11-01,20400,,30,,6900,,18037, 88 | 2009-12-01,21030,,31,,7164,,18727, 89 | 2010-01-01,21043,,31,,6528,,17064, 90 | 2010-02-01,18933,,28,,6200,,16207, 91 | 2010-03-01,21064,,31,,7244,,18936, 92 | 2010-04-01,20405,,30,,6923,,18097, 93 | 2010-05-01,21064,,31,,7324,,19145, 94 | 2010-06-01,28975,,43,,10346,,26821, 95 | 2010-07-01,41650,,62,,14051,,36236, 96 | 2010-08-01,36766,,55,,11960,,30906, 97 | 2010-09-01,20449,,30,,7129,,18635, 98 | 2010-10-01,21139,,31,,7661,,20026, 99 | 2010-11-01,20353,,30,,7091,,18536, 100 | 2010-12-01,21142,,31,,7320,,19134, 101 | 2011-01-01,21181,,31,,7183,,18776, 102 | 2011-02-01,19030,,28,,6418,,16777, 103 | 2011-03-01,20967,,31,,7272,,19009, 104 | 2011-04-01,20376,,30,,7149,,18687, 105 | 2011-05-01,21037,,31,,7450,,19474, 106 | 2011-06-01,20347,,30,,7354,,19223, 107 | 2011-07-01,21024,,31,,7315,,19121, 108 | 2011-08-01,21077,,31,,7328,,19155, 109 | 2011-09-01,20245,,30,,7019,,18348, 110 | 2011-10-01,21098,,31,,7155,,18703, 111 | 2011-11-01,20366,,30,,6932,,18120, 112 | 2011-12-01,21048,,31,,7129,,18635, 113 | 2012-01-01,20962,,31,,6881,,17987, 114 | 2012-02-01,19568,,29,,6430,,16808, 115 | 2012-03-01,21030,,31,,7114,,18596, 116 | 2012-04-01,20311,,30,,6838,,17875, 117 | 2012-05-01,20962,,31,,7295,,19069, 118 | 2012-06-01,21035,,30,,7457,,19493, 119 | 2012-07-01,23824,,31,,8021,,20967, 120 | 2012-08-01,23824,,31,,8188,,21403, 121 | 2012-09-01,23055,,30,,7752,,20264, 122 | 2012-10-01,23824,,31,,8272,,21623, 123 | 2012-11-01,21623,,30,,7518,,19652, 124 | 2012-12-01,22316,,31,,7709,,20151, 125 | 2013-01-01,21494,,31,,7549,,19733, 126 | 2013-02-01,19940,,28,,6808,,17796, 127 | 2013-03-01,23048,,32,,7790,,20363, 128 | 2013-04-01,21484,,30,,7348,,19208, 129 | 2013-05-01,23466,,31,,8303,,21704, 130 | 2013-06-01,23055,,30,,8429,,22033, 131 | 2013-07-01,23824,,31,,8503,,22227, 132 | 2013-08-01,23824,,31,,8589,,22452, 133 | 2013-09-01,22854,,30,,8048,,21037, 134 | 2013-10-01,23604,,31,,8426,,22026, 135 | 2013-11-01,23055,,30,,7647,,19989, 136 | 2013-12-01,24514,,32,,8579,,22426, 137 | 2014-01-01,23824,,31,,8068,,21090, 138 | 2014-02-01,21518,,28,,7442,,19453, 139 | 2014-03-01,23824,,31,,8166,,21346, 140 | 2014-04-01,23055,,30,,7618,,19913, 141 | 2014-05-01,23824,,31,,8195,,21422, 142 | 2014-06-01,22977,,30,,8224,,21498, 143 | 2014-07-01,23824,,31,,8530,,22297, 144 | 2014-08-01,23824,,31,,8402,,21963, 145 | 2014-09-01,23055,,30,,8283,,21652, 146 | 2014-10-01,23824,,31,,8681,,22692, 147 | 2014-11-01,23055,,30,,7816,,20431, 148 | 2014-12-01,23824,,31,,8238,,21534, 149 | 2015-01-01,23824,,31,,7882,,20604, 150 | 2015-02-01,21409,,28,,7213,,18855, 151 | 2015-03-01,23824,,31,,8272,,21623, 152 | 2015-04-01,22977,,30,,7669,,20047, 153 | 2015-05-01,23824,,31,,8219,,21484, 154 | 2015-06-01,23055,,30,,8251,,21568, 155 | 2015-07-01,23824,,31,,8544,,22334, 156 | 2015-08-01,23824,,31,,8515,,22258, 157 | 2015-09-01,23055,,30,,8362,,21858, 158 | 2015-10-01,23824,,31,,8754,,22883, 159 | 2015-11-01,23055,,30,,8366,,21869, 160 | 2015-12-01,23824,,31,,8683,,22697, 161 | 2016-01-01,23055,,30,,8220,,21487, 162 | 2016-02-01,22287,,29,,7981,,20862, 163 | 2016-03-01,23824,,31,,8575,,22415, 164 | 2016-04-01,23055,,30,,8311,,21725, 165 | 2016-05-01,23824,,31,,8549,,22347, 166 | 2016-06-01,23055,,30,,8440,,22062, 167 | 2016-07-01,23824,,31,,8729,,22818, 168 | 2016-08-01,23824,,31,,8575,,22415, 169 | 2016-09-01,23055,,30,,8291,,21673, 170 | 2016-10-01,23824,,31,,8604,,22491, 171 | 2016-11-01,23055,,30,,8213,,21469, 172 | 2016-12-01,23824,,31,,8593,,22462, 173 | 2017-01-01,23824,,31,,8348,,21822, 174 | 2017-02-01,21518,,28,,7638,,19966, 175 | 2017-03-01,23782,,31,,8614,,22517, 176 | -------------------------------------------------------------------------------- /datasets/Hawaiian_Airlines/HA-SEA.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,41887,,62,,13388,,35615, 3 | 2002-11-01,41075,,60,,13641,,36280, 4 | 2002-12-01,42866,,62,,13176,,35056, 5 | 2003-01-01,43193,,62,,12960,,34474, 6 | 2003-02-01,37546,,56,,12212,,31726, 7 | 2003-03-01,42855,,62,,13322,,35440, 8 | 2003-04-01,41351,,60,,13202,,35102, 9 | 2003-05-01,42891,,63,,11798,,31396, 10 | 2003-06-01,41105,,60,,12307,,32737, 11 | 2003-07-01,42683,,62,,12972,,34514, 12 | 2003-08-01,63932,,93,,13697,,55918, 13 | 2003-09-01,33216,,54,,11455,,29679, 14 | 2003-10-01,33905,,49,,11891,,31680, 15 | 2003-11-01,35482,,51,,12676,,33746, 16 | 2003-12-01,42712,,62,,14592,,38807, 17 | 2004-01-01,35552,,51,,11971,,31887, 18 | 2004-02-01,33298,,49,,11815,,31462, 19 | 2004-03-01,63567,,92,,19207,,51399, 20 | 2004-04-01,55792,,84,,16889,,44353, 21 | 2004-05-01,43630,,63,,11347,,30258, 22 | 2004-06-01,38207,,56,,13191,53,35232, 23 | 2004-07-01,42636,,62,,13864,94,37131, 24 | 2004-08-01,42358,,62,,13942,119,37398, 25 | 2004-09-01,34380,,50,,11273,115,30329, 26 | 2004-10-01,33546,,49,,12064,109,32422, 27 | 2004-11-01,37541,,54,,13329,67,35660, 28 | 2004-12-01,42814,,62,,14459,72,38636, 29 | 2005-01-01,35643,,52,,12041,65,32234, 30 | 2005-02-01,38638,,56,,13240,27,35369, 31 | 2005-03-01,41524,,60,,13487,34,36040, 32 | 2005-04-01,41523,,60,,13969,1,37248, 33 | 2005-05-01,42856,,62,,14048,,37456, 34 | 2005-06-01,41551,,60,,13990,,37321, 35 | 2005-07-01,42826,,62,,15135,,40359, 36 | 2005-08-01,42754,,62,,15412,,41106, 37 | 2005-09-01,41240,,60,,14258,,38016, 38 | 2005-10-01,33176,,48,,12189,,32471, 39 | 2005-11-01,35615,,52,,12780,,33869, 40 | 2005-12-01,39501,,57,,14143,,37699, 41 | 2006-01-01,35370,,51,,12587,,33534, 42 | 2006-02-01,31407,,45,,11394,,30352, 43 | 2006-03-01,33741,,49,,11570,,30816, 44 | 2006-04-01,33130,,49,,11378,,30317, 45 | 2006-05-01,33062,,48,,10893,,29023, 46 | 2006-06-01,33161,,48,,10808,,28796, 47 | 2006-07-01,33464,,48,,11533,,30733, 48 | 2006-08-01,33728,,49,,11648,,31029, 49 | 2006-09-01,32700,,47,,11214,,29875, 50 | 2006-10-01,38678,,57,,13847,,37054, 51 | 2006-11-01,44310,,65,,15174,,40364, 52 | 2006-12-01,49259,,75,,17375,,46133, 53 | 2007-01-01,51842,,75,,16622,,44238, 54 | 2007-02-01,47196,,68,,16546,,44038, 55 | 2007-03-01,51738,,75,,18279,,48656, 56 | 2007-04-01,50520,,73,,16934,,45083, 57 | 2007-05-01,52071,,75,,16680,,44403, 58 | 2007-06-01,54622,,79,,17356,,46223, 59 | 2007-07-01,64353,,93,,19350,,51571, 60 | 2007-08-01,65561,,94,,21011,,56609, 61 | 2007-09-01,61449,,88,,19325,,51487, 62 | 2007-10-01,64864,,93,,23443,,62464, 63 | 2007-11-01,62547,,90,,22088,,58855, 64 | 2007-12-01,64739,,93,,21195,,56474, 65 | 2008-01-01,64745,,93,,20910,,55707, 66 | 2008-02-01,60573,,87,,20638,,54989, 67 | 2008-03-01,64439,,93,,21966,,58526, 68 | 2008-04-01,62659,,90,,18345,,48865, 69 | 2008-05-01,42822,,62,,14248,,37887, 70 | 2008-06-01,42389,,61,,13120,,34894, 71 | 2008-07-01,42755,,62,,11621,,30913, 72 | 2008-08-01,42890,,62,,12688,,33741, 73 | 2008-09-01,43726,,63,,13338,,35482, 74 | 2008-10-01,45815,,66,,15273,,40608, 75 | 2008-11-01,61866,,89,,17039,,45359, 76 | 2008-12-01,60217,,87,,17679,,47081, 77 | 2009-01-01,64091,,92,,18127,,48269, 78 | 2009-02-01,56305,,81,,18512,,49311, 79 | 2009-03-01,52768,,76,,17647,,46966, 80 | 2009-04-01,50046,,72,,16332,,43462, 81 | 2009-05-01,52677,,76,,16685,,44410, 82 | 2009-06-01,50715,,74,,16915,,45023, 83 | 2009-07-01,51540,,74,,16653,,44322, 84 | 2009-08-01,52765,,76,,16839,,44824, 85 | 2009-09-01,50472,,73,,15373,,40911, 86 | 2009-10-01,51981,,75,,17071,,45431, 87 | 2009-11-01,50588,,73,,16318,,43430, 88 | 2009-12-01,52323,,75,,17169,,45698, 89 | 2010-01-01,53202,,77,,17650,,46981, 90 | 2010-02-01,47229,,68,,15757,,41941, 91 | 2010-03-01,51799,,75,,17460,,46476, 92 | 2010-04-01,49791,,71,,15690,,41755, 93 | 2010-05-01,52583,,76,,16242,,43244, 94 | 2010-06-01,50701,,73,,16529,,44006, 95 | 2010-07-01,52060,,75,,17004,,45269, 96 | 2010-08-01,52752,,76,,18249,,48577, 97 | 2010-09-01,48768,,71,,16275,,42879, 98 | 2010-10-01,54859,,79,,19370,,51566, 99 | 2010-11-01,52761,,76,,17850,,47516, 100 | 2010-12-01,52384,,76,,17789,,47349, 101 | 2011-01-01,52979,,76,,17772,,47305, 102 | 2011-02-01,47709,,69,,16366,,43564, 103 | 2011-03-01,51926,,75,,17849,,47506, 104 | 2011-04-01,43736,,63,,14646,,38947, 105 | 2011-05-01,42945,,62,,14252,,37892, 106 | 2011-06-01,41529,,60,,13944,,37074, 107 | 2011-07-01,42869,,62,,14043,,37334, 108 | 2011-08-01,51364,,74,,16885,,45494, 109 | 2011-09-01,42169,,61,,13961,,37117, 110 | 2011-10-01,43031,,62,,14917,,39656, 111 | 2011-11-01,49869,,72,,16764,,44611, 112 | 2011-12-01,48308,,70,,16590,,44137, 113 | 2012-01-01,43629,,63,,14818,,39398, 114 | 2012-02-01,39820,,58,,13837,,36786, 115 | 2012-03-01,43026,,62,,14896,,39602, 116 | 2012-04-01,41614,,60,,13815,,36725, 117 | 2012-05-01,42781,,62,,14071,,37407, 118 | 2012-06-01,41685,,60,,14316,,38058, 119 | 2012-07-01,43013,,62,,14397,,38279, 120 | 2012-08-01,42892,,62,,14518,,38597, 121 | 2012-09-01,42624,,62,,13911,,36989, 122 | 2012-10-01,42849,,62,,14811,,39372, 123 | 2012-11-01,41431,,60,,13893,,36932, 124 | 2012-12-01,42399,,62,,14563,,38718, 125 | 2013-01-01,42670,,62,,14206,,37762, 126 | 2013-02-01,38801,,56,,12918,,34340, 127 | 2013-03-01,42864,,62,,14553,,38687, 128 | 2013-04-01,41706,,60,,13726,,36484, 129 | 2013-05-01,42918,,62,,14079,,37427, 130 | 2013-06-01,41522,,60,,14574,,38743, 131 | 2013-07-01,43054,,62,,14239,,37858, 132 | 2013-08-01,43571,,63,,14019,,37265, 133 | 2013-09-01,41147,,60,,13128,,34898, 134 | 2013-10-01,42726,,62,,14801,,39349, 135 | 2013-11-01,42127,,60,,13231,,35171, 136 | 2013-12-01,48144,,62,,16312,,43368, 137 | 2014-01-01,48459,,62,,15744,,41862, 138 | 2014-02-01,43770,,56,,14311,,38052, 139 | 2014-03-01,48459,,62,,16043,,42650, 140 | 2014-04-01,47683,,61,,14983,,39827, 141 | 2014-05-01,48459,,62,,14695,,39067, 142 | 2014-06-01,46896,,60,,15317,,40727, 143 | 2014-07-01,48379,,62,,16265,,43240, 144 | 2014-08-01,46577,,60,,15716,,41778, 145 | 2014-09-01,47593,,61,,14619,,38870, 146 | 2014-10-01,48459,,62,,16244,,43176, 147 | 2014-11-01,46896,,60,,15006,,39890, 148 | 2014-12-01,48459,,62,,16553,,44010, 149 | 2015-01-01,48459,,62,,14874,,39547, 150 | 2015-02-01,43689,,56,,14921,,39667, 151 | 2015-03-01,48459,,62,,16632,,44216, 152 | 2015-04-01,46896,,60,,14598,,38792, 153 | 2015-05-01,48358,,62,,13880,,36910, 154 | 2015-06-01,46896,,60,,14298,,38017, 155 | 2015-07-01,48300,,62,,14824,,39422, 156 | 2015-08-01,48379,,62,,15846,,42128, 157 | 2015-09-01,46896,,60,,14705,,39106, 158 | 2015-10-01,48459,,62,,16712,,44426, 159 | 2015-11-01,46896,,60,,15680,,41689, 160 | 2015-12-01,48459,,62,,16697,,44395, 161 | 2016-01-01,48459,,62,,15382,,40899, 162 | 2016-02-01,47694,,61,,15836,,42109, 163 | 2016-03-01,50033,,64,,17283,,46458, 164 | 2016-04-01,47683,,61,,15862,,42862, 165 | 2016-05-01,48459,,62,,16064,,42701, 166 | 2016-06-01,46896,,60,,15897,,42267, 167 | 2016-07-01,48256,,62,,16081,,42762, 168 | 2016-08-01,48427,,62,,16531,,43961, 169 | 2016-09-01,46768,,60,,15465,,41792, 170 | 2016-10-01,48288,,62,,16972,,45118, 171 | 2016-11-01,46811,,60,,16384,,43558, 172 | 2016-12-01,49161,,63,,17292,,46660, 173 | 2017-01-01,48129,,62,,16019,,42598, 174 | 2017-02-01,43088,,56,,14890,,39589, 175 | 2017-03-01,48117,,62,,17010,,45220, 176 | -------------------------------------------------------------------------------- /datasets/Hawaiian_Airlines/HA-SFO.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,27842,,43,,8768,,20927, 3 | 2002-11-01,27160,,42,,8358,,19943, 4 | 2002-12-01,32319,,50,,10218,,24324, 5 | 2003-01-01,22420,,36,,5193,,12434, 6 | 2003-02-01,18346,,29,,4912,,11769, 7 | 2003-03-01,19564,,31,,5899,,14152, 8 | 2003-04-01,20133,,33,,6608,,16035, 9 | 2003-05-01,19370,,31,,6253,,15001, 10 | 2003-06-01,19506,,31,,6892,,17119, 11 | 2003-07-01,19221,,31,,7448,,17868, 12 | 2003-08-01,19465,,31,,7173,,17208, 13 | 2003-09-01,18775,,30,,6962,,16702, 14 | 2003-10-01,19331,,31,,7255,,17405, 15 | 2003-11-01,18669,,30,,6954,,16683, 16 | 2003-12-01,19749,,32,,7148,,17726, 17 | 2004-01-01,19487,,31,,6531,,15668, 18 | 2004-02-01,18665,,31,,6683,,16469, 19 | 2004-03-01,19441,,31,,6937,,16642, 20 | 2004-04-01,18808,,30,,6845,,16421, 21 | 2004-05-01,19254,,31,,7008,,16812, 22 | 2004-06-01,18683,,30,,7533,,18072, 23 | 2004-07-01,19293,,31,,7715,,18508, 24 | 2004-08-01,19372,,31,,7248,,17388, 25 | 2004-09-01,18563,,30,,7008,,16812, 26 | 2004-10-01,19348,,31,,7430,,17825, 27 | 2004-11-01,18432,,30,,6995,,16781, 28 | 2004-12-01,19199,,31,,7145,,17141, 29 | 2005-01-01,19582,,32,,6657,,16074, 30 | 2005-02-01,17414,,28,,6205,,14886, 31 | 2005-03-01,19379,,31,,6901,,16555, 32 | 2005-04-01,18681,,30,,6469,,15519, 33 | 2005-05-01,19360,,31,,7414,,17786, 34 | 2005-06-01,18806,,30,,7347,,17625, 35 | 2005-07-01,19346,,31,,7468,,17916, 36 | 2005-08-01,19473,,31,,7622,,18285, 37 | 2005-09-01,18875,,30,,7505,,18004, 38 | 2005-10-01,19348,,31,,7359,,17654, 39 | 2005-11-01,18647,,30,,6983,,16752, 40 | 2005-12-01,19377,,31,,7506,,18007, 41 | 2006-01-01,19295,,31,,7102,,17038, 42 | 2006-02-01,17395,,28,,6537,,15682, 43 | 2006-03-01,19398,,31,,6971,,16723, 44 | 2006-04-01,18784,,30,,6894,,16539, 45 | 2006-05-01,19470,,31,,7212,,17302, 46 | 2006-06-01,18686,,30,,7220,,17321, 47 | 2006-07-01,19214,,31,,7467,,17913, 48 | 2006-08-01,19492,,31,,7102,,17038, 49 | 2006-09-01,18848,,31,,6835,,16490, 50 | 2006-10-01,19175,,31,,7401,,17755, 51 | 2006-11-01,18156,,30,,7070,,16570, 52 | 2006-12-01,18575,,30,,6664,,15987, 53 | 2007-01-01,19458,,31,,6805,,16325, 54 | 2007-02-01,17347,,28,,6678,,16021, 55 | 2007-03-01,19318,,32,,7245,,17484, 56 | 2007-04-01,18688,,30,,7051,,16915, 57 | 2007-05-01,19413,,31,,7465,,17909, 58 | 2007-06-01,18976,,30,,7413,,17784, 59 | 2007-07-01,19461,,31,,7325,,17573, 60 | 2007-08-01,19458,,31,,7047,,16906, 61 | 2007-09-01,20128,,32,,7113,,17592, 62 | 2007-10-01,18935,,30,,6979,,17304, 63 | 2007-11-01,18902,,30,,6797,,16306, 64 | 2007-12-01,20116,,32,,6824,,16371, 65 | 2008-01-01,18878,,30,,6630,,15905, 66 | 2008-02-01,19004,,31,,6395,,15342, 67 | 2008-03-01,19458,,31,,7010,,16817, 68 | 2008-04-01,20742,,33,,7801,,18715, 69 | 2008-05-01,19470,,31,,7290,,17489, 70 | 2008-06-01,18849,,30,,6582,,15790, 71 | 2008-07-01,19475,,31,,6678,,16021, 72 | 2008-08-01,20101,,32,,6985,,16757, 73 | 2008-09-01,18755,,30,,6278,,15061, 74 | 2008-10-01,19487,,31,,7151,,17155, 75 | 2008-11-01,18842,,30,,6620,,15881, 76 | 2008-12-01,19441,,31,,6808,,16332, 77 | 2009-01-01,19474,,32,,6309,,15235, 78 | 2009-02-01,17727,,29,,6369,,15407, 79 | 2009-03-01,19465,,31,,6890,,16529, 80 | 2009-04-01,18758,,30,,6882,,16510, 81 | 2009-05-01,19430,,31,,7004,,16803, 82 | 2009-06-01,18854,,30,,7210,,17297, 83 | 2009-07-01,19487,,31,,7310,,17537, 84 | 2009-08-01,20108,,32,,7187,,17834, 85 | 2009-09-01,17558,,28,,6586,,15800, 86 | 2009-10-01,19516,,31,,7208,,17885, 87 | 2009-11-01,18808,,30,,6911,,16579, 88 | 2009-12-01,19475,,31,,7064,,16947, 89 | 2010-01-01,20080,,32,,6535,,15677, 90 | 2010-02-01,17575,,28,,5795,,13902, 91 | 2010-03-01,20807,,33,,6924,,17453, 92 | 2010-04-01,18796,,30,,6622,,15886, 93 | 2010-05-01,20075,,32,,6965,,17184, 94 | 2010-06-01,19552,,31,,7114,,17657, 95 | 2010-07-01,20255,,32,,7302,,18076, 96 | 2010-08-01,19593,,31,,7132,,17110, 97 | 2010-09-01,19573,,31,,6683,,16584, 98 | 2010-10-01,19470,,31,,7252,,17398, 99 | 2010-11-01,18861,,30,,6898,,16548, 100 | 2010-12-01,23234,,37,,8628,,20699, 101 | 2011-01-01,18895,,30,,6467,,15514, 102 | 2011-02-01,17489,,28,,6011,,14420, 103 | 2011-03-01,20104,,32,,6805,,16870, 104 | 2011-04-01,19487,,31,,6920,,17150, 105 | 2011-05-01,19458,,31,,7023,,16848, 106 | 2011-06-01,18919,,30,,7240,,17369, 107 | 2011-07-01,20214,,32,,7175,,17762, 108 | 2011-08-01,20327,,32,,6849,,17119, 109 | 2011-09-01,18952,,30,,6596,,15824, 110 | 2011-10-01,18873,,30,,7154,,17162, 111 | 2011-11-01,21513,,32,,7807,,18729, 112 | 2011-12-01,22570,,32,,8196,,19662, 113 | 2012-01-01,22426,,32,,7908,,18971, 114 | 2012-02-01,20454,,29,,7356,,17647, 115 | 2012-03-01,21709,,31,,7992,,19173, 116 | 2012-04-01,21015,,30,,7546,,18103, 117 | 2012-05-01,21864,,31,,8217,,19713, 118 | 2012-06-01,21637,,31,,8069,,19358, 119 | 2012-07-01,21781,,31,,8003,,19199, 120 | 2012-08-01,22498,,32,,7764,,18626, 121 | 2012-09-01,20843,,30,,6846,,16424, 122 | 2012-10-01,22498,,32,,7990,,19168, 123 | 2012-11-01,21159,,30,,7837,,18801, 124 | 2012-12-01,21793,,31,,8092,,19413, 125 | 2013-01-01,21847,,31,,7861,,18859, 126 | 2013-02-01,20310,,29,,7144,,17138, 127 | 2013-03-01,22570,,32,,8049,,19310, 128 | 2013-04-01,21159,,30,,7759,,18614, 129 | 2013-05-01,21721,,31,,8163,,19583, 130 | 2013-06-01,21159,,30,,8360,,20056, 131 | 2013-07-01,21864,,31,,8298,,19907, 132 | 2013-08-01,21864,,31,,8171,,19602, 133 | 2013-09-01,21159,,30,,7217,,17314, 134 | 2013-10-01,21864,,31,,8031,,19266, 135 | 2013-11-01,21159,,30,,7248,,17388, 136 | 2013-12-01,23131,,33,,8446,,20262, 137 | 2014-01-01,21864,,31,,7591,,18211, 138 | 2014-02-01,19749,,28,,6750,,16193, 139 | 2014-03-01,21864,,31,,7275,,17453, 140 | 2014-04-01,22616,,32,,7707,,19017, 141 | 2014-05-01,21855,,31,,7831,,18779, 142 | 2014-06-01,21078,,30,,7950,,19064, 143 | 2014-07-01,21855,,31,,7733,,18544, 144 | 2014-08-01,21700,,31,,6817,,16870, 145 | 2014-09-01,21855,,31,,6757,,16203, 146 | 2014-10-01,21783,,31,,7725,,18525, 147 | 2014-11-01,25818,,37,,8079,,19287, 148 | 2014-12-01,36987,,54,,12676,,30076, 149 | 2015-01-01,42405,,61,,10938,,25990, 150 | 2015-02-01,38987,,56,,10735,,25481, 151 | 2015-03-01,42477,,61,,13252,,31428, 152 | 2015-04-01,41772,,60,,12826,,30403, 153 | 2015-05-01,43110,,62,,13892,,32951, 154 | 2015-06-01,41772,,60,,15385,,36439, 155 | 2015-07-01,42376,,61,,14385,,34097, 156 | 2015-08-01,43092,,62,,12170,,28851, 157 | 2015-09-01,41772,,60,,12374,,29343, 158 | 2015-10-01,42948,,62,,13840,,32817, 159 | 2015-11-01,41084,,59,,11950,,28354, 160 | 2015-12-01,43164,,62,,14104,,33414, 161 | 2016-01-01,43164,,62,,11546,,27403, 162 | 2016-02-01,40063,,58,,12196,,28914, 163 | 2016-03-01,43164,,62,,15417,,36524, 164 | 2016-04-01,41772,,60,,15373,,36409, 165 | 2016-05-01,43080,,62,,16630,,39391, 166 | 2016-06-01,41700,,60,,16501,,39075, 167 | 2016-07-01,43164,,62,,16929,,40090, 168 | 2016-08-01,43092,,62,,16663,,39457, 169 | 2016-09-01,39907,,59,,15308,,36247, 170 | 2016-10-01,40927,,62,,16160,,38268, 171 | 2016-11-01,38951,,59,,14384,,34057, 172 | 2016-12-01,41050,,62,,15203,,36578, 173 | 2017-01-01,41311,,62,,14067,,33340, 174 | 2017-02-01,36977,,56,,12607,,29885, 175 | 2017-03-01,40834,,62,,14771,,35005, 176 | -------------------------------------------------------------------------------- /datasets/JetBlue_Airways/B6-DEN.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,8166,,31,,4021,,6538, 3 | 2002-11-01,7902,,30,,3374,,5486, 4 | 2002-12-01,8166,,30,,4215,,6854, 5 | 2003-01-01,8166,,31,,4160,,6764, 6 | 2003-02-01,7376,,27,,3384,,5502, 7 | 2003-03-01,7902,,30,,4179,,6795, 8 | 2003-04-01,7902,,30,,4099,,6665, 9 | 2003-05-01,8429,,32,,4376,,7115, 10 | 2003-06-01,7902,,30,,4648,,7558, 11 | 2003-07-01,8166,,31,,4855,,7894, 12 | 2003-08-01,8166,,31,,4794,,7795, 13 | 2003-09-01,7658,,30,,4080,,6634, 14 | 2003-10-01,7863,,31,,4003,,6509, 15 | 2003-11-01,7610,,30,,3405,,5537, 16 | 2003-12-01,7863,,31,,3987,,6483, 17 | 2004-01-01,14450,,55,,5313,,8813, 18 | 2004-02-01,15291,,58,,5801,,9745, 19 | 2004-03-01,16346,,62,,7114,,11977, 20 | 2004-04-01,15818,,60,,6895,,11628, 21 | 2004-05-01,19643,,75,,8736,,14631, 22 | 2004-06-01,23428,,90,,11611,,19383, 23 | 2004-07-01,24209,,93,,12407,,20664, 24 | 2004-08-01,24209,,93,,11995,,19981, 25 | 2004-09-01,23428,,90,,9641,,16036, 26 | 2004-10-01,24209,,93,,10020,,16687, 27 | 2004-11-01,23174,,89,,9791,,16305, 28 | 2004-12-01,24209,,93,,10821,,18023, 29 | 2005-01-01,24209,,88,,10302,,17144, 30 | 2005-02-01,21866,,84,,9444,,15719, 31 | 2005-03-01,24209,,91,,12202,,20357, 32 | 2005-04-01,23428,,90,,11372,,18979, 33 | 2005-05-01,24209,,93,,11857,,19776, 34 | 2005-06-01,23428,,90,,12694,,21193, 35 | 2005-07-01,24209,,93,,12980,,21656, 36 | 2005-08-01,24209,,93,,12784,,21346, 37 | 2005-09-01,23428,,90,,10649,,17740, 38 | 2005-10-01,24209,,93,,10482,,17474, 39 | 2005-11-01,23174,,89,,9850,,16404, 40 | 2005-12-01,24209,,93,,10980,,18279, 41 | 2006-01-01,24209,,93,,10786,,17935, 42 | 2006-02-01,21339,,82,,9174,,15260, 43 | 2006-03-01,24209,,93,,12403,,20677, 44 | 2006-04-01,23428,,90,,10871,,18112, 45 | 2006-05-01,24209,,93,,9984,,16588, 46 | 2006-06-01,27487,,106,,13688,,22752, 47 | 2006-07-01,32072,,124,,16301,,27033, 48 | 2006-08-01,32072,,124,,15949,,26420, 49 | 2006-09-01,24696,,95,,10383,,17223, 50 | 2006-10-01,24209,,93,,9783,,16257, 51 | 2006-11-01,22901,,88,,8931,,14858, 52 | 2006-12-01,22921,,88,,9594,,15959, 53 | 2007-01-01,23935,,92,,9025,,15004, 54 | 2007-02-01,20051,,77,,7103,,11823, 55 | 2007-03-01,23428,,90,,10556,,17611, 56 | 2007-04-01,23174,,89,,9418,,15725, 57 | 2007-05-01,19863,,79,,8781,,14725, 58 | 2007-06-01,27630,,111,,13372,,22223, 59 | 2007-07-01,29375,,118,,14394,,23927, 60 | 2007-08-01,29863,,120,,14732,,24469, 61 | 2007-09-01,22752,,91,,9173,,15290, 62 | 2007-10-01,23034,,92,,8863,,14808, 63 | 2007-11-01,21757,,87,,8085,,13481, 64 | 2007-12-01,22508,,90,,9011,,15017, 65 | 2008-01-01,21064,,84,,8846,,14753, 66 | 2008-02-01,19806,,79,,7831,,13077, 67 | 2008-03-01,23278,,93,,11352,,18928, 68 | 2008-04-01,20332,,81,,8846,,14771, 69 | 2008-05-01,20576,,82,,9382,,15699, 70 | 2008-06-01,21513,,86,,10478,,17508, 71 | 2008-07-01,25191,,101,,12332,,20536, 72 | 2008-08-01,27874,,112,,13045,,21678, 73 | 2008-09-01,22020,,88,,10526,,17592, 74 | 2008-10-01,22302,,89,,9479,,15908, 75 | 2008-11-01,21288,,85,,6477,,10825, 76 | 2008-12-01,21757,,87,,8508,,14157, 77 | 2009-01-01,22245,,89,,7849,,13057, 78 | 2009-02-01,20762,,83,,6449,,10735, 79 | 2009-03-01,22771,,91,,8827,,14714, 80 | 2009-04-01,21288,,85,,8360,,13939, 81 | 2009-05-01,21083,,84,,8605,,14441, 82 | 2009-06-01,22527,,90,,9786,,16400, 83 | 2009-07-01,23034,,92,,11388,,19052, 84 | 2009-08-01,23278,,93,,11358,,18995, 85 | 2009-09-01,20495,,84,,9270,,15531, 86 | 2009-10-01,19457,,85,,8590,,14425, 87 | 2009-11-01,17912,,71,,6924,,11641, 88 | 2009-12-01,19844,,79,,7997,,13379, 89 | 2010-01-01,19132,,76,,7232,,12120, 90 | 2010-02-01,19157,,75,,6737,,11477, 91 | 2010-03-01,23629,,92,,10473,,17930, 92 | 2010-04-01,23719,,93,,9805,,17315, 93 | 2010-05-01,22802,,89,,9863,,17332, 94 | 2010-06-01,22577,,88,,10478,,17901, 95 | 2010-07-01,24117,,94,,12020,,20777, 96 | 2010-08-01,23873,,93,,11718,,20048, 97 | 2010-09-01,22180,,87,,10020,,17172, 98 | 2010-10-01,22272,,87,,9573,,16694, 99 | 2010-11-01,20649,,88,,7645,,15709, 100 | 2010-12-01,19127,,76,,7721,,13531, 101 | 2011-01-01,18406,,72,,8376,,14299, 102 | 2011-02-01,20763,,92,,7457,,15629, 103 | 2011-03-01,21395,,85,,10217,,18362, 104 | 2011-04-01,21806,,88,,9753,,17643, 105 | 2011-05-01,23084,,90,,11242,,19220, 106 | 2011-06-01,23347,,91,,11644,,20144, 107 | 2011-07-01,23591,,92,,11835,,20499, 108 | 2011-08-01,22748,,89,,11977,,20680, 109 | 2011-09-01,22295,,87,,10819,,18722, 110 | 2011-10-01,22703,,89,,10522,,18128, 111 | 2011-11-01,23406,,95,,9755,,17570, 112 | 2011-12-01,23572,,92,,10008,,17561, 113 | 2012-01-01,22551,,90,,9110,,16224, 114 | 2012-02-01,20793,,81,,8697,,14877, 115 | 2012-03-01,22652,,89,,11694,,20064, 116 | 2012-04-01,22051,,86,,10664,,18260, 117 | 2012-05-01,22821,,89,,10827,,18520, 118 | 2012-06-01,22719,,89,,11824,,20372, 119 | 2012-07-01,23873,,93,,12436,,21309, 120 | 2012-08-01,24002,,94,,12678,,21834, 121 | 2012-09-01,21917,,86,,10846,,18654, 122 | 2012-10-01,21563,,84,,10741,,18860, 123 | 2012-11-01,21357,,83,,10254,,17588, 124 | 2012-12-01,22596,,88,,10502,,17958, 125 | 2013-01-01,20899,,82,,10144,,17875, 126 | 2013-02-01,17636,,69,,8727,,15114, 127 | 2013-03-01,22831,,90,,11990,,20769, 128 | 2013-04-01,22325,,88,,10971,,19021, 129 | 2013-05-01,22558,,88,,11612,,19858, 130 | 2013-06-01,22314,,87,,11916,,20384, 131 | 2013-07-01,23873,,93,,12686,,21722, 132 | 2013-08-01,24117,,94,,12731,,22034, 133 | 2013-09-01,22276,,88,,11180,,19558, 134 | 2013-10-01,22462,,88,,10790,,18570, 135 | 2013-11-01,20694,,81,,8546,,14770, 136 | 2013-12-01,22446,,88,,10730,,18432, 137 | 2014-01-01,18869,,74,,9174,,16067, 138 | 2014-02-01,18738,,74,,9161,,15903, 139 | 2014-03-01,22703,,89,,12108,,20842, 140 | 2014-04-01,22179,,87,,11190,,19698, 141 | 2014-05-01,22159,,87,,11714,,20118, 142 | 2014-06-01,22051,,86,,11865,,20274, 143 | 2014-07-01,23141,,90,,12325,,21126, 144 | 2014-08-01,24926,,97,,13292,,22769, 145 | 2014-09-01,22730,,90,,11449,,20174, 146 | 2014-10-01,22596,,88,,11357,,19419, 147 | 2014-11-01,20328,,80,,9339,,16448, 148 | 2014-12-01,22278,,88,,10324,,18036, 149 | 2015-01-01,19474,,76,,9631,,16634, 150 | 2015-02-01,19130,,77,,9444,,16758, 151 | 2015-03-01,23912,,98,,11951,,21623, 152 | 2015-04-01,21944,,86,,11341,,19458, 153 | 2015-05-01,22031,,86,,11642,,19877, 154 | 2015-06-01,23892,,93,,12733,,21805, 155 | 2015-07-01,24001,,94,,12714,,21870, 156 | 2015-08-01,25189,,98,,13545,,23198, 157 | 2015-09-01,23366,,91,,12248,,20950, 158 | 2015-10-01,22517,,88,,11586,,19959, 159 | 2015-11-01,20189,,79,,10172,,17541, 160 | 2015-12-01,22839,,92,,10572,,18910, 161 | 2016-01-01,21807,,85,,10706,,18295, 162 | 2016-02-01,22290,,91,,11191,,19133, 163 | 2016-03-01,22722,,89,,11696,,20515, 164 | 2016-04-01,21300,,84,,10911,,18849, 165 | 2016-05-01,24379,,88,,12737,,21679, 166 | 2016-06-01,27569,,101,,14706,,25216, 167 | 2016-07-01,31874,,119,,16381,,27888, 168 | 2016-08-01,27257,,104,,14451,,24697, 169 | 2016-09-01,24346,,89,,12703,,22103, 170 | 2016-10-01,23149,,90,,11550,,19951, 171 | 2016-11-01,20910,,82,,10112,,17746, 172 | 2016-12-01,24648,,106,,10800,,20537, 173 | 2017-01-01,25418,,100,,11728,,21381, 174 | 2017-02-01,22639,,82,,10648,,18944, 175 | 2017-03-01,24083,,85,,12833,,21854, 176 | -------------------------------------------------------------------------------- /datasets/JetBlue_Airways/B6-SEA.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,12158,,31,,3487,,8442, 3 | 2002-11-01,11766,,30,,2939,,7115, 4 | 2002-12-01,12158,,31,,3998,,9679, 5 | 2003-01-01,12158,,31,,3474,,8411, 6 | 2003-02-01,10982,,27,,2873,,6956, 7 | 2003-03-01,12158,,31,,3388,,8202, 8 | 2003-04-01,11766,,30,,3612,,8745, 9 | 2003-05-01,12550,,32,,4307,,10427, 10 | 2003-06-01,11766,,30,,4434,,10735, 11 | 2003-07-01,12158,,31,,4624,,11195, 12 | 2003-08-01,12158,,31,,4806,,11635, 13 | 2003-09-01,11403,,30,,4416,,10691, 14 | 2003-10-01,11708,,31,,4148,,10042, 15 | 2003-11-01,10953,,29,,3361,,8137, 16 | 2003-12-01,11708,,31,,4117,,9967, 17 | 2004-01-01,11708,,31,,3870,,9369, 18 | 2004-02-01,10953,,29,,3096,,7495, 19 | 2004-03-01,11708,,31,,3707,,8975, 20 | 2004-04-01,11330,,30,,4043,,9788, 21 | 2004-05-01,12086,,32,,4296,,10401, 22 | 2004-06-01,11330,,30,,4331,,10485, 23 | 2004-07-01,11708,,31,,4468,,10817, 24 | 2004-08-01,11708,,31,,4548,,11011, 25 | 2004-09-01,11330,,30,,4342,,10512, 26 | 2004-10-01,11708,,31,,4302,,10415, 27 | 2004-11-01,11330,,30,,3902,,9447, 28 | 2004-12-01,11708,,31,,4273,,10345, 29 | 2005-01-01,11708,,30,,4272,,10343, 30 | 2005-02-01,10575,,28,,3942,,9544, 31 | 2005-03-01,11708,,30,,4292,,10391, 32 | 2005-04-01,11330,,29,,4202,,10173, 33 | 2005-05-01,11708,,31,,4524,,10953, 34 | 2005-06-01,16618,,44,,5906,,14298, 35 | 2005-07-01,23416,,61,,7860,,19029, 36 | 2005-08-01,23416,,62,,9054,,21920, 37 | 2005-09-01,22661,,60,,7274,,17610, 38 | 2005-10-01,23416,,62,,6446,,15606, 39 | 2005-11-01,21843,,57,,6300,,15420, 40 | 2005-12-01,23389,,61,,7231,,17734, 41 | 2006-01-01,23779,,62,,6806,,16688, 42 | 2006-02-01,21088,,55,,6578,,16036, 43 | 2006-03-01,23779,,62,,8668,,21304, 44 | 2006-04-01,23012,,60,,8147,,20051, 45 | 2006-05-01,35121,,92,,10529,,25744, 46 | 2006-06-01,34342,,90,,12077,,29543, 47 | 2006-07-01,35487,,93,,12159,,29749, 48 | 2006-08-01,35487,,93,,13023,,31860, 49 | 2006-09-01,24900,,65,,9058,,22220, 50 | 2006-10-01,23779,,62,,7286,,17868, 51 | 2006-11-01,22622,,59,,7229,,17744, 52 | 2006-12-01,23779,,62,,7573,,18588, 53 | 2007-01-01,23779,,62,,6498,,15929, 54 | 2007-02-01,21100,,55,,5958,,14620, 55 | 2007-03-01,23401,,61,,7876,,19347, 56 | 2007-04-01,22634,,59,,7241,,17781, 57 | 2007-05-01,34122,,93,,11147,,27252, 58 | 2007-06-01,32658,,89,,11741,,28728, 59 | 2007-07-01,34122,,93,,12093,,29585, 60 | 2007-08-01,34122,,93,,12981,,31750, 61 | 2007-09-01,33021,,90,,11558,,28270, 62 | 2007-10-01,34122,,93,,10131,,24775, 63 | 2007-11-01,21389,,58,,7233,,17782, 64 | 2007-12-01,22127,,60,,7033,,17280, 65 | 2008-01-01,22864,,62,,6350,,15590, 66 | 2008-02-01,21389,,58,,5920,,14535, 67 | 2008-03-01,22864,,62,,7070,,17359, 68 | 2008-04-01,22127,,60,,6857,,16833, 69 | 2008-05-01,36633,,120,,13198,,28390, 70 | 2008-06-01,43725,,176,,20488,,37031, 71 | 2008-07-01,44778,,180,,22075,,39378, 72 | 2008-08-01,44802,,180,,23723,,42100, 73 | 2008-09-01,37093,,153,,17454,,31571, 74 | 2008-10-01,37722,,156,,15925,,28118, 75 | 2008-11-01,31842,,142,,13629,,22086, 76 | 2008-12-01,32435,,141,,14916,,24638, 77 | 2009-01-01,35044,,154,,11863,,20220, 78 | 2009-02-01,32334,,139,,12020,,18912, 79 | 2009-03-01,36347,,154,,17742,,28001, 80 | 2009-04-01,35537,,150,,15854,,25410, 81 | 2009-05-01,47979,,186,,20933,,35865, 82 | 2009-06-01,48677,,186,,23272,,40546, 83 | 2009-07-01,53220,,200,,25839,,46204, 84 | 2009-08-01,52846,,199,,27911,,49875, 85 | 2009-09-01,36798,,135,,18037,,33182, 86 | 2009-10-01,32307,,120,,13588,,25081, 87 | 2009-11-01,27009,,107,,10460,,18878, 88 | 2009-12-01,29461,,113,,13142,,22557, 89 | 2010-01-01,29086,,119,,10292,,18143, 90 | 2010-02-01,25497,,106,,9198,,15859, 91 | 2010-03-01,30584,,124,,12968,,22552, 92 | 2010-04-01,30088,,120,,12688,,22330, 93 | 2010-05-01,39057,,144,,16553,,30436, 94 | 2010-06-01,46221,,162,,20061,,38761, 95 | 2010-07-01,59151,,217,,27512,,50674, 96 | 2010-08-01,59191,,217,,29389,,53775, 97 | 2010-09-01,48816,,187,,24041,,42028, 98 | 2010-10-01,43814,,175,,18704,,32310, 99 | 2010-11-01,33780,,139,,15994,,26903, 100 | 2010-12-01,32785,,143,,16733,,26624, 101 | 2011-01-01,28811,,128,,10619,,17679, 102 | 2011-02-01,27976,,122,,12301,,19516, 103 | 2011-03-01,29904,,128,,15127,,23855, 104 | 2011-04-01,30152,,131,,14625,,23485, 105 | 2011-05-01,46243,,182,,21907,,37840, 106 | 2011-06-01,53921,,201,,26440,,47185, 107 | 2011-07-01,58825,,216,,28349,,50518, 108 | 2011-08-01,56595,,210,,29611,,53222, 109 | 2011-09-01,50379,,189,,23723,,43890, 110 | 2011-10-01,42746,,155,,17972,,33629, 111 | 2011-11-01,30018,,116,,14062,,24104, 112 | 2011-12-01,33870,,138,,17252,,27681, 113 | 2012-01-01,30172,,133,,13660,,21800, 114 | 2012-02-01,31451,,137,,15884,,24977, 115 | 2012-03-01,36342,,155,,21026,,33073, 116 | 2012-04-01,34639,,148,,19648,,30875, 117 | 2012-05-01,45183,,179,,23352,,39440, 118 | 2012-06-01,56189,,207,,28119,,50615, 119 | 2012-07-01,59054,,216,,29325,,53048, 120 | 2012-08-01,59199,,217,,31076,,56495, 121 | 2012-09-01,47536,,168,,22864,,42864, 122 | 2012-10-01,39131,,144,,19316,,34523, 123 | 2012-11-01,30353,,117,,15479,,26677, 124 | 2012-12-01,29163,,115,,15212,,25591, 125 | 2013-01-01,27725,,113,,15039,,24510, 126 | 2013-02-01,25717,,104,,13947,,22923, 127 | 2013-03-01,31843,,124,,16759,,28365, 128 | 2013-04-01,30442,,119,,15814,,26573, 129 | 2013-05-01,56417,,216,,25750,,44797, 130 | 2013-06-01,73061,,271,,34468,,63140, 131 | 2013-07-01,81282,,308,,39049,,70110, 132 | 2013-08-01,81881,,309,,40160,,71925, 133 | 2013-09-01,63285,,240,,27798,,51614, 134 | 2013-10-01,58235,,217,,24283,,45313, 135 | 2013-11-01,38400,,139,,16788,,30054, 136 | 2013-12-01,38293,,140,,18714,,33722, 137 | 2014-01-01,35511,,132,,16422,,29243, 138 | 2014-02-01,35086,,128,,15760,,28430, 139 | 2014-03-01,41214,,149,,20263,,37232, 140 | 2014-04-01,40176,,145,,18601,,34240, 141 | 2014-05-01,55706,,212,,27226,,49286, 142 | 2014-06-01,72836,,264,,33542,,64197, 143 | 2014-07-01,74621,,271,,35244,,65676, 144 | 2014-08-01,75722,,274,,36539,,68257, 145 | 2014-09-01,57114,,204,,25056,,48882, 146 | 2014-10-01,48240,,169,,21884,,41541, 147 | 2014-11-01,37121,,135,,17194,,31094, 148 | 2014-12-01,39414,,143,,18914,,34677, 149 | 2015-01-01,36951,,137,,16880,,30653, 150 | 2015-02-01,34014,,126,,15751,,27660, 151 | 2015-03-01,41952,,151,,20130,,36947, 152 | 2015-04-01,40550,,146,,19866,,36699, 153 | 2015-05-01,45535,,178,,22931,,39627, 154 | 2015-06-01,63442,,238,,31402,,56480, 155 | 2015-07-01,93761,,334,,40672,,76168, 156 | 2015-08-01,86963,,312,,40211,,75575, 157 | 2015-09-01,57974,,206,,26306,,50516, 158 | 2015-10-01,47720,,167,,21954,,41527, 159 | 2015-11-01,37566,,138,,17711,,31309, 160 | 2015-12-01,41967,,152,,19307,,34962, 161 | 2016-01-01,37856,,140,,17580,,31531, 162 | 2016-02-01,36769,,134,,17186,,30765, 163 | 2016-03-01,41952,,151,,19970,,36631, 164 | 2016-04-01,40176,,145,,18700,,34075, 165 | 2016-05-01,50215,,202,,25568,,42817, 166 | 2016-06-01,65062,,243,,31393,,57283, 167 | 2016-07-01,73957,,268,,33902,,63400, 168 | 2016-08-01,73089,,267,,34044,,63809, 169 | 2016-09-01,51061,,180,,23166,,44933, 170 | 2016-10-01,43779,,156,,20599,,38246, 171 | 2016-11-01,37047,,136,,18768,,33892, 172 | 2016-12-01,40829,,148,,19967,,36342, 173 | 2017-01-01,38831,,143,,18828,,33927, 174 | 2017-02-01,34014,,126,,16644,,29564, 175 | 2017-03-01,37470,,139,,18913,,34006, 176 | -------------------------------------------------------------------------------- /datasets/JetBlue_Airways/B6-SLC.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,11993,,52,,5590,,8565, 3 | 2002-11-01,12529,,60,,6032,,7620, 4 | 2002-12-01,12947,,61,,7445,,9777, 5 | 2003-01-01,12947,,62,,8264,,10994, 6 | 2003-02-01,11694,,55,,6946,,8976, 7 | 2003-03-01,12947,,62,,8923,,11781, 8 | 2003-04-01,12529,,60,,7937,,10297, 9 | 2003-05-01,12947,,62,,8134,,11271, 10 | 2003-06-01,12529,,60,,8684,,11774, 11 | 2003-07-01,12947,,62,,8926,,11869, 12 | 2003-08-01,12947,,62,,9054,,11981, 13 | 2003-09-01,12142,,60,,7074,,9650, 14 | 2003-10-01,12467,,62,,7149,,9712, 15 | 2003-11-01,12065,,60,,6182,,7757, 16 | 2003-12-01,12467,,62,,7250,,9477, 17 | 2004-01-01,12467,,62,,7858,,10511, 18 | 2004-02-01,11663,,58,,6778,,9134, 19 | 2004-03-01,12467,,62,,8132,,10887, 20 | 2004-04-01,12065,,60,,7603,,10155, 21 | 2004-05-01,12467,,62,,7368,,9832, 22 | 2004-06-01,12065,,60,,8031,,10752, 23 | 2004-07-01,12467,,62,,8504,,11203, 24 | 2004-08-01,12467,,62,,8386,,11128, 25 | 2004-09-01,12065,,60,,6809,,9205, 26 | 2004-10-01,12467,,62,,7289,,9363, 27 | 2004-11-01,12065,,60,,6910,,9202, 28 | 2004-12-01,12467,,62,,7584,,10300, 29 | 2005-01-01,12467,,61,,7970,,10330, 30 | 2005-02-01,11261,,56,,7130,,9090, 31 | 2005-03-01,12467,,61,,8296,,11041, 32 | 2005-04-01,12065,,60,,7721,,10123, 33 | 2005-05-01,12467,,62,,7555,,9602, 34 | 2005-06-01,12065,,60,,7784,,9926, 35 | 2005-07-01,12467,,62,,8169,,10368, 36 | 2005-08-01,12467,,62,,7908,,10233, 37 | 2005-09-01,12065,,60,,6752,,8711, 38 | 2005-10-01,12467,,62,,7188,,9292, 39 | 2005-11-01,12065,,60,,6510,,8574, 40 | 2005-12-01,12467,,62,,7584,,10041, 41 | 2006-01-01,12467,,62,,8643,,11289, 42 | 2006-02-01,11169,,55,,7410,,9610, 43 | 2006-03-01,12467,,62,,8856,,11551, 44 | 2006-04-01,12065,,60,,8109,,10848, 45 | 2006-05-01,13110,,69,,8563,,11013, 46 | 2006-06-01,14822,,90,,10746,,12504, 47 | 2006-07-01,15316,,93,,12059,,13318, 48 | 2006-08-01,15316,,93,,11649,,13436, 49 | 2006-09-01,14822,,90,,9825,,11234, 50 | 2006-10-01,15316,,93,,9949,,11042, 51 | 2006-11-01,14822,,90,,9866,,10731, 52 | 2006-12-01,15316,,93,,10219,,11559, 53 | 2007-01-01,15316,,93,,11721,,12786, 54 | 2007-02-01,13213,,82,,10187,,10432, 55 | 2007-03-01,15005,,92,,12234,,13089, 56 | 2007-04-01,14822,,90,,11450,,12485, 57 | 2007-05-01,14727,,93,,10966,,12235, 58 | 2007-06-01,14252,,90,,11531,,12759, 59 | 2007-07-01,15645,,103,,13419,,14103, 60 | 2007-08-01,20423,,155,,18896,,17656, 61 | 2007-09-01,19676,,149,,14829,,14108, 62 | 2007-10-01,20423,,155,,14120,,13096, 63 | 2007-11-01,20117,,154,,14219,,12560, 64 | 2007-12-01,22328,,177,,16659,,14151, 65 | 2008-01-01,23269,,188,,19224,,16487, 66 | 2008-02-01,23660,,183,,17449,,15313, 67 | 2008-03-01,23534,,191,,21537,,18580, 68 | 2008-04-01,22607,,183,,17244,,15258, 69 | 2008-05-01,25648,,226,,18332,,14616, 70 | 2008-06-01,25572,,231,,23027,,18067, 71 | 2008-07-01,23606,,199,,20263,,16552, 72 | 2008-08-01,21138,,174,,19413,,16633, 73 | 2008-09-01,18426,,149,,14074,,11409, 74 | 2008-10-01,19349,,155,,14803,,11388, 75 | 2008-11-01,18426,,149,,13257,,9781, 76 | 2008-12-01,19349,,155,,15313,,12365, 77 | 2009-01-01,19945,,157,,15386,,12705, 78 | 2009-02-01,19266,,146,,14233,,12052, 79 | 2009-03-01,19349,,155,,15205,,13548, 80 | 2009-04-01,18249,,147,,14723,,12593, 81 | 2009-05-01,17637,,124,,11229,,10467, 82 | 2009-06-01,17069,,120,,12829,,12057, 83 | 2009-07-01,17637,,124,,14501,,14076, 84 | 2009-08-01,17461,,122,,13883,,13869, 85 | 2009-09-01,15179,,114,,11254,,10267, 86 | 2009-10-01,13063,,113,,10585,,8703, 87 | 2009-11-01,14340,,91,,8537,,7970, 88 | 2009-12-01,14727,,93,,10070,,9892, 89 | 2010-01-01,14727,,93,,10754,,10519, 90 | 2010-02-01,13003,,83,,8983,,8546, 91 | 2010-03-01,14340,,91,,10607,,11041, 92 | 2010-04-01,14876,,97,,9004,,9513, 93 | 2010-05-01,16516,,106,,9347,,11692, 94 | 2010-06-01,14607,,94,,11296,,12360, 95 | 2010-07-01,14816,,94,,12278,,13015, 96 | 2010-08-01,15169,,98,,12132,,13514, 97 | 2010-09-01,16026,,98,,10811,,13250, 98 | 2010-10-01,15116,,95,,10306,,11253, 99 | 2010-11-01,17023,,119,,11933,,11611, 100 | 2010-12-01,17496,,129,,13391,,13064, 101 | 2011-01-01,17270,,124,,14076,,13445, 102 | 2011-02-01,16978,,128,,12723,,13375, 103 | 2011-03-01,18090,,131,,14552,,14809, 104 | 2011-04-01,17918,,129,,13653,,13861, 105 | 2011-05-01,18028,,128,,13497,,13982, 106 | 2011-06-01,17435,,124,,13635,,14150, 107 | 2011-07-01,17550,,125,,15115,,14400, 108 | 2011-08-01,17481,,129,,14710,,14699, 109 | 2011-09-01,16893,,120,,13051,,11953, 110 | 2011-10-01,18197,,130,,14231,,13700, 111 | 2011-11-01,19144,,143,,14579,,13908, 112 | 2011-12-01,18779,,139,,15800,,13864, 113 | 2012-01-01,18164,,132,,16114,,14990, 114 | 2012-02-01,16510,,118,,14899,,13919, 115 | 2012-03-01,17755,,125,,16556,,15968, 116 | 2012-04-01,17192,,121,,15414,,14706, 117 | 2012-05-01,17544,,125,,15756,,14966, 118 | 2012-06-01,16772,,121,,15686,,14796, 119 | 2012-07-01,17456,,124,,16011,,15373, 120 | 2012-08-01,17456,,124,,16036,,15507, 121 | 2012-09-01,15285,,97,,11872,,12589, 122 | 2012-10-01,13826,,90,,11636,,11706, 123 | 2012-11-01,14106,,91,,11074,,11221, 124 | 2012-12-01,15604,,98,,10327,,11252, 125 | 2013-01-01,14993,,96,,12151,,13063, 126 | 2013-02-01,12916,,82,,10923,,11381, 127 | 2013-03-01,15080,,97,,12498,,13545, 128 | 2013-04-01,14337,,91,,11779,,12392, 129 | 2013-05-01,15020,,94,,12157,,12919, 130 | 2013-06-01,14563,,91,,12179,,13006, 131 | 2013-07-01,14899,,95,,12513,,13266, 132 | 2013-08-01,14810,,94,,12734,,13468, 133 | 2013-09-01,14247,,90,,11577,,12014, 134 | 2013-10-01,14722,,93,,11655,,12008, 135 | 2013-11-01,14954,,98,,10966,,10884, 136 | 2013-12-01,15531,,102,,11645,,12369, 137 | 2014-01-01,13868,,91,,11443,,11750, 138 | 2014-02-01,14409,,99,,12198,,12164, 139 | 2014-03-01,14749,,96,,12239,,13178, 140 | 2014-04-01,15007,,101,,12564,,12250, 141 | 2014-05-01,14810,,94,,11820,,12512, 142 | 2014-06-01,15623,,103,,13050,,13743, 143 | 2014-07-01,17425,,126,,15386,,14907, 144 | 2014-08-01,17578,,123,,14408,,14711, 145 | 2014-09-01,14954,,98,,12213,,13200, 146 | 2014-10-01,16754,,111,,13266,,14303, 147 | 2014-11-01,20111,,113,,12579,,15166, 148 | 2014-12-01,25173,,138,,14857,,20152, 149 | 2015-01-01,25878,,148,,17523,,22030, 150 | 2015-02-01,22647,,126,,15550,,19401, 151 | 2015-03-01,26144,,144,,16229,,23143, 152 | 2015-04-01,24791,,141,,15619,,19879, 153 | 2015-05-01,23881,,126,,15560,,19984, 154 | 2015-06-01,23886,,126,,15625,,20851, 155 | 2015-07-01,25057,,136,,16116,,21658, 156 | 2015-08-01,24743,,131,,15806,,21024, 157 | 2015-09-01,23412,,123,,14705,,19184, 158 | 2015-10-01,24406,,129,,15666,,19900, 159 | 2015-11-01,23404,,125,,14816,,19277, 160 | 2015-12-01,25341,,133,,15500,,20687, 161 | 2016-01-01,25790,,150,,19471,,22809, 162 | 2016-02-01,24542,,143,,19017,,22307, 163 | 2016-03-01,25136,,140,,18399,,22997, 164 | 2016-04-01,25474,,144,,19057,,22164, 165 | 2016-05-01,31726,,161,,21191,,27775, 166 | 2016-06-01,33772,,163,,21271,,29962, 167 | 2016-07-01,33224,,157,,20621,,28999, 168 | 2016-08-01,33475,,156,,20333,,29039, 169 | 2016-09-01,29550,,141,,18437,,25615, 170 | 2016-10-01,33806,,156,,19062,,28196, 171 | 2016-11-01,33247,,155,,19193,,28554, 172 | 2016-12-01,36284,,186,,19905,,28727, 173 | 2017-01-01,39644,,223,,26230,,32980, 174 | 2017-02-01,35457,,204,,23351,,28730, 175 | 2017-03-01,37869,,212,,26306,,32468, 176 | -------------------------------------------------------------------------------- /datasets/SkyWest_Airlines/OO-LAS.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,1680,,189,,4132,,1115, 3 | 2002-11-01,1846,,180,,4346,,1325, 4 | 2002-12-01,1845,,189,,4521,,1397, 5 | 2003-01-01,1970,,211,,4881,,1457, 6 | 2003-02-01,1863,,200,,4560,,1343, 7 | 2003-03-01,2140,,228,,5161,,1543, 8 | 2003-04-01,1784,,212,,4103,,1133, 9 | 2003-05-01,1729,,212,,3704,,1015, 10 | 2003-06-01,1156,,179,,2551,,587, 11 | 2003-07-01,1161,,179,,2134,,487, 12 | 2003-08-01,1190,,182,,2257,,515, 13 | 2003-09-01,1119,,172,,2589,,571, 14 | 2003-10-01,1166,,179,,3115,,695, 15 | 2003-11-01,1091,,170,,3376,,738, 16 | 2003-12-01,1173,,179,,3453,,759, 17 | 2004-01-01,1154,,179,,3317,,713, 18 | 2004-02-01,1067,,165,,3177,,692, 19 | 2004-03-01,1161,,180,,3183,,691, 20 | 2004-04-01,1117,,174,,2693,,596, 21 | 2004-05-01,1116,,172,,2823,,646, 22 | 2004-06-01,1083,,167,,2595,,584, 23 | 2004-07-01,1246,,163,,2556,,570, 24 | 2004-08-01,1127,,173,,2672,,613, 25 | 2004-09-01,1068,,165,,2417,,545, 26 | 2004-10-01,1045,,161,,2862,,644, 27 | 2004-11-01,1228,,163,,2860,,639, 28 | 2004-12-01,1037,,160,,2568,,589, 29 | 2005-01-01,1138,,169,,2779,,619, 30 | 2005-02-01,2055,,209,,5008,,1427, 31 | 2005-03-01,2343,,245,,5651,,1606, 32 | 2005-04-01,2241,,231,,5347,,1549, 33 | 2005-05-01,1562,,201,,3749,,968, 34 | 2005-06-01,1130,,174,,3115,,701, 35 | 2005-07-01,1130,,173,,2795,,615, 36 | 2005-08-01,1166,,178,,2563,,574, 37 | 2005-09-01,1094,,169,,2850,,616, 38 | 2005-10-01,1125,,174,,3370,,733, 39 | 2005-11-01,1094,,168,,2969,,643, 40 | 2005-12-01,2057,,225,,4589,,1332, 41 | 2006-01-01,1669,,206,,4112,,1064, 42 | 2006-02-01,1506,,189,,3567,,904, 43 | 2006-03-01,2733,,267,,6580,,1957, 44 | 2006-04-01,2938,,284,,6474,,1947, 45 | 2006-05-01,1991,,237,,4651,,1242, 46 | 2006-06-01,2799,,276,,7866,,2370, 47 | 2006-07-01,2396,,254,,6890,,2000, 48 | 2006-08-01,2488,,265,,6611,,1944, 49 | 2006-09-01,1553,,203,,4165,,1053, 50 | 2006-10-01,1395,,202,,4434,,1030, 51 | 2006-11-01,1369,,197,,4393,,1012, 52 | 2006-12-01,2031,,231,,5524,,1484, 53 | 2007-01-01,2507,,252,,6625,,1902, 54 | 2007-02-01,2156,,225,,5920,,1648, 55 | 2007-03-01,2269,,247,,6314,,1721, 56 | 2007-04-01,2106,,237,,5937,,1619, 57 | 2007-05-01,2227,,251,,5975,13,1681, 58 | 2007-06-01,3371,,318,,9081,2,2768, 59 | 2007-07-01,4317,,361,,11256,88,3614, 60 | 2007-08-01,4019,,349,,10301,93,3265, 61 | 2007-09-01,3447,,295,,8591,23,2692, 62 | 2007-10-01,3191,,285,,8278,,2513, 63 | 2007-11-01,3241,,279,,8291,,2539, 64 | 2007-12-01,2977,,276,,7159,,2140, 65 | 2008-01-01,1941,,232,,5214,,1394, 66 | 2008-02-01,2012,,221,,5209,,1422, 67 | 2008-03-01,3395,,303,,8436,,2568, 68 | 2008-04-01,2693,,258,,6388,,1921, 69 | 2008-05-01,2143,,246,,5066,,1447, 70 | 2008-06-01,2019,,242,,5518,,1503, 71 | 2008-07-01,2555,,263,,6792,,1951, 72 | 2008-08-01,2831,,273,,7373,,2204, 73 | 2008-09-01,1929,,234,,5198,,1386, 74 | 2008-10-01,1720,,226,,4720,,1163, 75 | 2008-11-01,2604,,244,,6841,,1973, 76 | 2008-12-01,2594,,240,,6014,,1789, 77 | 2009-01-01,3060,,261,,7067,,2181, 78 | 2009-02-01,2534,,232,,5816,,1759, 79 | 2009-03-01,2934,,265,,7006,,2122, 80 | 2009-04-01,2976,,260,,7476,,2316, 81 | 2009-05-01,2156,,228,,5042,,1475, 82 | 2009-06-01,2815,,261,,6477,,1910, 83 | 2009-07-01,3031,,273,,6428,3,1906, 84 | 2009-08-01,2907,,272,,6441,1,1894, 85 | 2009-09-01,2652,,261,,6295,1,1880, 86 | 2009-10-01,3177,,280,,7425,,2198, 87 | 2009-11-01,2784,,261,,6711,,1946, 88 | 2009-12-01,3255,,282,,6969,,2127, 89 | 2010-01-01,3497,,275,,7527,70,2386, 90 | 2010-02-01,3358,,268,,7636,31,2425, 91 | 2010-03-01,3788,,298,,9095,70,2902, 92 | 2010-04-01,5845,,410,,15925,7,4473, 93 | 2010-05-01,7528,,505,,21990,60,5953, 94 | 2010-06-01,7552,,494,,21242,15,5909, 95 | 2010-07-01,7235,,483,,20509,,5584, 96 | 2010-08-01,7407,,495,,20831,,5676, 97 | 2010-09-01,7070,,481,,19901,,5268, 98 | 2010-10-01,6593,,470,,20969,,5294, 99 | 2010-11-01,7720,,521,,23964,,6309, 100 | 2010-12-01,8070,,540,,22927,,6065, 101 | 2011-01-01,7575,,499,,21547,,5968, 102 | 2011-02-01,7103,,469,,20227,,5748, 103 | 2011-03-01,8065,,534,,21577,,6394, 104 | 2011-04-01,8360,,545,,23691,,6828, 105 | 2011-05-01,8915,,565,,24888,,7386, 106 | 2011-06-01,8446,,509,,22927,9,7031, 107 | 2011-07-01,10745,,634,,30395,4,8805, 108 | 2011-08-01,10212,,611,,29951,11,8586, 109 | 2011-09-01,7684,,498,,24888,,6468, 110 | 2011-10-01,7386,,521,,25391,,6325, 111 | 2011-11-01,8423,,584,,28701,,7260, 112 | 2011-12-01,9734,,628,,28576,,7924, 113 | 2012-01-01,8810,,606,,27867,,7137, 114 | 2012-02-01,9139,,617,,28772,6,7550, 115 | 2012-03-01,10694,,703,,32732,,8807, 116 | 2012-04-01,11012,,700,,32857,,8999, 117 | 2012-05-01,11933,,752,,37043,,10371, 118 | 2012-06-01,9305,,591,,29056,,7901, 119 | 2012-07-01,10923,,663,,32014,,9415, 120 | 2012-08-01,10455,,655,,29800,,8572, 121 | 2012-09-01,9855,,636,,30741,,8549, 122 | 2012-10-01,11402,,709,,35820,,10168, 123 | 2012-11-01,10593,,664,,31689,,9025, 124 | 2012-12-01,10813,,669,,30322,,8711, 125 | 2013-01-01,9033,,562,,23074,,7009, 126 | 2013-02-01,8541,,521,,22272,,6802, 127 | 2013-03-01,10295,,610,,27801,,8543, 128 | 2013-04-01,9247,,562,,24837,,7493, 129 | 2013-05-01,8678,,553,,23748,,6866, 130 | 2013-06-01,6569,,411,,16384,,5308, 131 | 2013-07-01,5366,,348,,13121,,4331, 132 | 2013-08-01,5771,,364,,13985,,4687, 133 | 2013-09-01,6017,,381,,15421,,4870, 134 | 2013-10-01,6219,,402,,16747,,5251, 135 | 2013-11-01,4764,,339,,13026,,3883, 136 | 2013-12-01,6064,,400,,15503,,4849, 137 | 2014-01-01,12627,,579,,26291,,9993, 138 | 2014-02-01,11914,,545,,26154,,9748, 139 | 2014-03-01,14807,,695,,35187,,12412, 140 | 2014-04-01,17580,,700,,35545,,14299, 141 | 2014-05-01,17373,,696,,33812,,13080, 142 | 2014-06-01,16295,,614,,28782,,12255, 143 | 2014-07-01,17102,,633,,29824,,12963, 144 | 2014-08-01,13080,,572,,25924,,9720, 145 | 2014-09-01,10791,,356,,19867,,7869, 146 | 2014-10-01,10984,,356,,21035,,8084, 147 | 2014-11-01,12570,,394,,23816,,10171, 148 | 2014-12-01,12060,,380,,22007,,9019, 149 | 2015-01-01,9362,,260,,14229,,6480, 150 | 2015-02-01,9732,,260,,15025,,7318, 151 | 2015-03-01,12801,,362,,20951,,10476, 152 | 2015-04-01,10159,,300,,18686,,8847, 153 | 2015-05-01,7685,,246,,15302,,6419, 154 | 2015-06-01,5736,,173,,10247,,4899, 155 | 2015-07-01,6197,,184,,10616,,5381, 156 | 2015-08-01,5262,,149,,8359,,4444, 157 | 2015-09-01,5853,,141,,7517,,4626, 158 | 2015-10-01,9981,,231,,14315,,8591, 159 | 2015-11-01,6793,,177,,11134,,5649, 160 | 2015-12-01,6505,,164,,10131,,5535, 161 | 2016-01-01,5734,,178,,11511,,5117, 162 | 2016-02-01,5140,,151,,9904,,4514, 163 | 2016-03-01,6168,,162,,10468,,5609, 164 | 2016-04-01,2470,,106,,6948,,2319, 165 | 2016-05-01,2751,,111,,7468,,2474, 166 | 2016-06-01,2554,,108,,7464,,2380, 167 | 2016-07-01,2032,,89,,5879,,1871, 168 | 2016-08-01,2545,,107,,7017,,2241, 169 | 2016-09-01,1518,,73,,5048,,1397, 170 | 2016-10-01,1224,,65,,4296,,1068, 171 | 2016-11-01,1816,,94,,6070,,1634, 172 | 2016-12-01,2801,,104,,6435,,2376, 173 | 2017-01-01,2503,,86,,4682,,1801, 174 | 2017-02-01,785,,37,,2541,,726, 175 | 2017-03-01,972,,44,,3041,,897, 176 | -------------------------------------------------------------------------------- /datasets/SkyWest_Airlines/OO-PDX.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,2566,,598,,9718,,1454, 3 | 2002-11-01,2509,,583,,8961,,1304, 4 | 2002-12-01,2469,,575,,10518,,1495, 5 | 2003-01-01,2606,,590,,7635,,1057, 6 | 2003-02-01,2353,,541,,7338,,1011, 7 | 2003-03-01,2580,,598,,8923,,1231, 8 | 2003-04-01,2486,,568,,7955,,1135, 9 | 2003-05-01,2491,8,575,1,9761,0,1404,0 10 | 2003-06-01,2430,,561,,10737,,1532, 11 | 2003-07-01,2503,,579,,10646,,1514, 12 | 2003-08-01,2524,,576,,10041,,1415, 13 | 2003-09-01,2369,,545,,9153,,1299, 14 | 2003-10-01,2430,,560,,9508,,1381, 15 | 2003-11-01,2352,,546,,9978,,1424, 16 | 2003-12-01,2569,,581,,11437,,1648, 17 | 2004-01-01,2874,,521,,7742,,1595, 18 | 2004-02-01,3254,,567,,9506,,2011, 19 | 2004-03-01,3657,,603,,11134,,2353, 20 | 2004-04-01,4577,,614,,10778,,3037, 21 | 2004-05-01,4708,,631,,11949,,3268, 22 | 2004-06-01,5598,,664,,14067,,4179, 23 | 2004-07-01,6028,,655,,13804,,4225, 24 | 2004-08-01,4574,,655,,13943,,3449, 25 | 2004-09-01,4226,,602,,11753,,2879, 26 | 2004-10-01,4406,,630,,11896,,2925, 27 | 2004-11-01,4632,,600,,11199,,2746, 28 | 2004-12-01,4513,,642,,13431,,3103, 29 | 2005-01-01,4627,,612,,11873,,3040, 30 | 2005-02-01,3325,,545,,10448,,2301, 31 | 2005-03-01,6384,,702,,13684,,3867, 32 | 2005-04-01,5307,,653,,12320,,3553, 33 | 2005-05-01,3677,,623,,11412,,2432, 34 | 2005-06-01,6167,,660,,15730,,4967, 35 | 2005-07-01,6788,,683,,16201,,5388, 36 | 2005-08-01,5896,,664,,14580,,4524, 37 | 2005-09-01,5671,,625,,13211,,4136, 38 | 2005-10-01,6854,,680,,14534,,4872, 39 | 2005-11-01,6017,,549,,12133,,4509, 40 | 2005-12-01,5960,,574,,13704,,4704, 41 | 2006-01-01,5221,,571,,10554,,3489, 42 | 2006-02-01,7280,,561,,14082,,5876, 43 | 2006-03-01,8172,,611,,16319,,6765, 44 | 2006-04-01,9779,,823,,17961,,6947, 45 | 2006-05-01,9535,,836,,19337,,6907, 46 | 2006-06-01,9033,,811,,20505,,7332, 47 | 2006-07-01,9010,,802,,20053,,7393, 48 | 2006-08-01,9283,,838,,19829,,7526, 49 | 2006-09-01,8896,,803,,17222,,6569, 50 | 2006-10-01,9433,,848,,18673,,7050, 51 | 2006-11-01,8366,,801,,17953,,6357, 52 | 2006-12-01,6443,,751,,15710,,4585, 53 | 2007-01-01,6222,,741,,13099,,3806, 54 | 2007-02-01,5822,,674,,12264,,3725, 55 | 2007-03-01,7263,,778,,16256,,5243, 56 | 2007-04-01,6950,,738,,15565,,5088, 57 | 2007-05-01,7575,,780,,17514,,5804, 58 | 2007-06-01,6367,,737,,17427,,4907, 59 | 2007-07-01,6168,,744,,15917,,4464, 60 | 2007-08-01,5851,,746,,15215,,4121, 61 | 2007-09-01,5424,,667,,14903,,4002, 62 | 2007-10-01,6777,,753,,15924,,4980, 63 | 2007-11-01,6705,,715,,15492,,4881, 64 | 2007-12-01,6620,,742,,16480,,4939, 65 | 2008-01-01,10284,,809,,17210,,7422, 66 | 2008-02-01,11333,,798,,19073,,8799, 67 | 2008-03-01,12205,,875,,21831,,9950, 68 | 2008-04-01,13461,,887,,22877,,10928, 69 | 2008-05-01,13397,,894,,23788,,11095, 70 | 2008-06-01,12208,,864,,23568,,10158, 71 | 2008-07-01,12415,,884,,23175,,10002, 72 | 2008-08-01,11895,,850,,22677,,10004, 73 | 2008-09-01,12979,,755,,22242,,10888, 74 | 2008-10-01,13214,,820,,22917,,10998, 75 | 2008-11-01,14610,,845,,22451,,11607, 76 | 2008-12-01,14098,,828,,20636,,11372, 77 | 2009-01-01,15841,,917,,22717,,11628, 78 | 2009-02-01,15083,,864,,21924,,11691, 79 | 2009-03-01,17644,,982,,26641,,14564, 80 | 2009-04-01,20733,,1009,,28066,,15703, 81 | 2009-05-01,21231,,1015,,30410,,16840, 82 | 2009-06-01,23509,,1140,,36834,,20037, 83 | 2009-07-01,24986,,1194,,39271,,21480, 84 | 2009-08-01,23473,,1179,,37600,,20583, 85 | 2009-09-01,17858,,970,,26244,,14708, 86 | 2009-10-01,18608,,973,,26687,,14886, 87 | 2009-11-01,17758,,929,,25243,,14432, 88 | 2009-12-01,19300,,990,,28581,,15850, 89 | 2010-01-01,21117,,1028,,27184,,15750, 90 | 2010-02-01,18414,,926,,24605,,14498, 91 | 2010-03-01,19873,,1027,,28219,,16057, 92 | 2010-04-01,19538,,999,,28645,,15964, 93 | 2010-05-01,19583,,1004,,28878,,16049, 94 | 2010-06-01,20627,,1115,,32692,,17402, 95 | 2010-07-01,20131,,1152,,31185,,16842, 96 | 2010-08-01,20720,,1148,,32024,,17731, 97 | 2010-09-01,19263,,1045,,28940,,15939, 98 | 2010-10-01,17424,,912,,26270,,14390, 99 | 2010-11-01,17408,,864,,26514,,14917, 100 | 2010-12-01,18188,,914,,27734,,15378, 101 | 2011-01-01,20589,11,985,1,29568,22,16357,5 102 | 2011-02-01,17142,,783,,24958,,14430, 103 | 2011-03-01,17852,,891,,27720,,15194, 104 | 2011-04-01,17797,,853,,26465,,15353, 105 | 2011-05-01,20755,,940,,31412,,17809, 106 | 2011-06-01,21525,,974,,34251,,18534, 107 | 2011-07-01,22533,,1003,,34742,,19692, 108 | 2011-08-01,23700,,1017,,36420,,21629, 109 | 2011-09-01,23045,,922,,32070,,19393, 110 | 2011-10-01,23738,,942,,31648,,19407, 111 | 2011-11-01,23606,,934,,33840,,20318, 112 | 2011-12-01,23485,,977,,35208,,20692, 113 | 2012-01-01,20356,,872,,28438,,16862, 114 | 2012-02-01,19133,,838,,28158,,16493, 115 | 2012-03-01,21787,,896,,31980,,19223, 116 | 2012-04-01,20329,,860,,28150,,16955, 117 | 2012-05-01,21276,,880,,29883,,17743, 118 | 2012-06-01,23399,,912,,33152,,20205, 119 | 2012-07-01,23191,,914,,32290,,20119, 120 | 2012-08-01,22725,,917,,32941,,20488, 121 | 2012-09-01,21745,,855,,29426,,18495, 122 | 2012-10-01,23370,,905,,33153,,21000, 123 | 2012-11-01,22928,,848,,32353,,20498, 124 | 2012-12-01,23577,,888,,33482,,21116, 125 | 2013-01-01,22111,22,803,1,28938,45,18848,15 126 | 2013-02-01,20753,,765,,29435,,18616, 127 | 2013-03-01,21773,,856,,32312,,19765, 128 | 2013-04-01,20697,,816,,29836,,18121, 129 | 2013-05-01,21071,,819,,30741,,18535, 130 | 2013-06-01,23285,,855,,32623,,20394, 131 | 2013-07-01,22938,,850,,32021,,19885, 132 | 2013-08-01,23057,,853,,33191,,20502, 133 | 2013-09-01,27853,,922,,34148,,21934, 134 | 2013-10-01,30432,,1006,,38109,,24348, 135 | 2013-11-01,33161,,1062,,39406,,26253, 136 | 2013-12-01,34087,,1056,,44830,,30304, 137 | 2014-01-01,31703,,987,,37774,,26352, 138 | 2014-02-01,28953,,868,,35810,,25044, 139 | 2014-03-01,35529,,1094,,45771,,30755, 140 | 2014-04-01,30372,,1001,,37538,,24865, 141 | 2014-05-01,34412,,1085,,40753,,27356, 142 | 2014-06-01,26696,,808,,33564,,22884, 143 | 2014-07-01,26152,,789,,33074,,22970, 144 | 2014-08-01,27119,,932,,38207,,23758, 145 | 2014-09-01,22722,,576,,29428,,19325, 146 | 2014-10-01,21446,,543,,29109,,18592, 147 | 2014-11-01,21120,,526,,27172,,17972, 148 | 2014-12-01,19119,,499,,26869,,16629, 149 | 2015-01-01,20198,,513,,26458,,16875, 150 | 2015-02-01,17558,38,450,1,24634,,15495,0 151 | 2015-03-01,23118,,582,,34003,,20657, 152 | 2015-04-01,21108,,537,,30770,,18717, 153 | 2015-05-01,20847,,529,,30349,,18135, 154 | 2015-06-01,16726,,434,,26204,,15129, 155 | 2015-07-01,19564,,435,,25742,,16909, 156 | 2015-08-01,20557,,450,,26414,,17715, 157 | 2015-09-01,21204,,489,,26112,,16266, 158 | 2015-10-01,20751,,475,,27720,,17216, 159 | 2015-11-01,25542,,503,,28894,,21568, 160 | 2015-12-01,26623,,498,,29797,,22476, 161 | 2016-01-01,29991,,604,,33731,,24179, 162 | 2016-02-01,34518,,651,,37337,,28039, 163 | 2016-03-01,47003,,791,,48090,,40426, 164 | 2016-04-01,42698,,717,,41641,,36704, 165 | 2016-05-01,47255,,754,,44478,,38851, 166 | 2016-06-01,42263,,725,,43488,,35831, 167 | 2016-07-01,41068,,699,,41619,,34868, 168 | 2016-08-01,42111,,710,,43312,,36715, 169 | 2016-09-01,41190,,658,,40482,,35042, 170 | 2016-10-01,42331,,704,,41777,,35484, 171 | 2016-11-01,43079,,720,,42318,,35694, 172 | 2016-12-01,44479,,733,,43646,,36454, 173 | 2017-01-01,43206,,750,,40883,,31610, 174 | 2017-02-01,41831,,782,,43851,,32301, 175 | 2017-03-01,47665,,908,,54251,,40440, 176 | -------------------------------------------------------------------------------- /datasets/SkyWest_Airlines/OO-SAN.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,2910,,892,,14241,,1552, 3 | 2002-11-01,2483,,758,,14388,,1567, 4 | 2002-12-01,2623,,802,,18197,,1983, 5 | 2003-01-01,2515,,768,,14993,,1636, 6 | 2003-02-01,2279,,698,,14366,,1566, 7 | 2003-03-01,2591,,796,,16297,,1814, 8 | 2003-04-01,2184,,670,,14451,,1601, 9 | 2003-05-01,2176,,664,,13786,,1537, 10 | 2003-06-01,2020,,622,,14426,,1603, 11 | 2003-07-01,2049,,631,,15617,,1724, 12 | 2003-08-01,2043,,629,,14948,,1657, 13 | 2003-09-01,2007,,618,,13357,,1486, 14 | 2003-10-01,1979,,605,,13536,,1505, 15 | 2003-11-01,2294,,610,,15950,,1765, 16 | 2003-12-01,2522,,611,,16938,,1864, 17 | 2004-01-01,3432,,650,,15281,,2280, 18 | 2004-02-01,2734,,591,,16304,,2514, 19 | 2004-03-01,2891,,622,,18031,,2735, 20 | 2004-04-01,3523,,601,,19154,,2824, 21 | 2004-05-01,3849,,649,,19136,,3298, 22 | 2004-06-01,3719,,627,,16461,,3153, 23 | 2004-07-01,4118,,636,,16492,,3255, 24 | 2004-08-01,4308,,693,,18380,,3484, 25 | 2004-09-01,4075,,673,,16220,,3120, 26 | 2004-10-01,5248,,688,,17419,,3294, 27 | 2004-11-01,4128,,661,,15920,,3082, 28 | 2004-12-01,3984,,655,,16281,,3108, 29 | 2005-01-01,3809,,672,,15467,,3008, 30 | 2005-02-01,2875,,591,,13658,,2126, 31 | 2005-03-01,3234,,665,,15785,,2450, 32 | 2005-04-01,4892,,709,,17977,,4048, 33 | 2005-05-01,4893,,729,,18421,,4156, 34 | 2005-06-01,4085,,756,,17077,,3189, 35 | 2005-07-01,4283,,771,,16546,,3206, 36 | 2005-08-01,4343,,801,,16474,,3279, 37 | 2005-09-01,4193,,756,,16485,,3069, 38 | 2005-10-01,4271,,779,,18429,,3417, 39 | 2005-11-01,3973,,739,,16943,,3145, 40 | 2005-12-01,4716,,775,,17171,,3564, 41 | 2006-01-01,4583,,763,,15555,,3398, 42 | 2006-02-01,4117,,662,,15870,,3303, 43 | 2006-03-01,4640,,746,,18188,,3716, 44 | 2006-04-01,3527,,590,,15033,,2879, 45 | 2006-05-01,4674,,680,,16567,32,3570, 46 | 2006-06-01,4908,,701,,18138,57,4125, 47 | 2006-07-01,5185,,717,,18454,30,4313, 48 | 2006-08-01,5014,,719,,16987,89,4023, 49 | 2006-09-01,3805,,655,,14752,7,2853, 50 | 2006-10-01,3943,,686,,16024,,3024, 51 | 2006-11-01,4502,,621,,15362,,3320, 52 | 2006-12-01,5420,,674,,17333,,4224, 53 | 2007-01-01,5664,,685,,17380,,4407, 54 | 2007-02-01,5312,,619,,17767,,4622, 55 | 2007-03-01,6229,,689,,20456,,5293, 56 | 2007-04-01,6267,,667,,19721,,5218, 57 | 2007-05-01,6708,,675,,19246,,5456, 58 | 2007-06-01,4789,,632,,16568,40,3875, 59 | 2007-07-01,4031,,625,,15643,,3241, 60 | 2007-08-01,3365,,608,,14790,,2732, 61 | 2007-09-01,2313,,538,,12485,,1736, 62 | 2007-10-01,2458,,565,,13323,,1930, 63 | 2007-11-01,2492,,527,,12659,,1964, 64 | 2007-12-01,4963,,618,,15997,,3932, 65 | 2008-01-01,3970,,531,,14648,,3268, 66 | 2008-02-01,4014,,483,,14300,,3416, 67 | 2008-03-01,4802,,537,,15734,,4149, 68 | 2008-04-01,4225,,520,,14692,,3635, 69 | 2008-05-01,4771,,548,,15240,,3949, 70 | 2008-06-01,4271,,543,,15942,,3689, 71 | 2008-07-01,4738,,566,,16730,,4026, 72 | 2008-08-01,4333,,544,,16064,,3789, 73 | 2008-09-01,4163,,536,,15579,,3699, 74 | 2008-10-01,4222,,546,,16421,15,3892, 75 | 2008-11-01,3535,,471,,14350,0,3180, 76 | 2008-12-01,4649,,499,,13839,,4120, 77 | 2009-01-01,6599,,582,,17695,20,5485, 78 | 2009-02-01,6322,,536,,17102,,5559, 79 | 2009-03-01,6168,,582,,18318,,5362, 80 | 2009-04-01,6163,,570,,18546,,5555, 81 | 2009-05-01,7523,,599,,20107,34,6611, 82 | 2009-06-01,6111,,576,,18650,3,5459, 83 | 2009-07-01,7131,,604,,20050,,6274, 84 | 2009-08-01,7181,,619,,20275,,6314, 85 | 2009-09-01,6187,,564,,17501,,5178, 86 | 2009-10-01,8277,,573,,21462,43,7181, 87 | 2009-11-01,9234,,568,,23971,,7781, 88 | 2009-12-01,9650,,586,,23864,,8082, 89 | 2010-01-01,10780,,609,,24750,,8896, 90 | 2010-02-01,8558,,613,,25182,,7266, 91 | 2010-03-01,8515,,713,,29621,,7525, 92 | 2010-04-01,5027,,627,,23051,,4059, 93 | 2010-05-01,4132,,646,,19988,,2826, 94 | 2010-06-01,5660,,649,,24519,,4678, 95 | 2010-07-01,5480,,651,,24884,,4501, 96 | 2010-08-01,4835,,634,,23622,,3895, 97 | 2010-09-01,3092,,556,,20354,,2257, 98 | 2010-10-01,3415,,578,,20805,,2486, 99 | 2010-11-01,4190,,560,,21114,,3312, 100 | 2010-12-01,5124,,595,,22325,,4139, 101 | 2011-01-01,5066,,609,,20259,,3802, 102 | 2011-02-01,5518,,579,,21672,,4564, 103 | 2011-03-01,7297,,686,,25648,,6148, 104 | 2011-04-01,5902,,639,,25026,,5167, 105 | 2011-05-01,5793,,642,,23455,11,4864, 106 | 2011-06-01,5051,,633,,23488,14,4300, 107 | 2011-07-01,5178,,651,,24702,,4509, 108 | 2011-08-01,5096,,651,,25508,,4514, 109 | 2011-09-01,4657,,548,,20260,,3871, 110 | 2011-10-01,4917,,577,,20618,,4084, 111 | 2011-11-01,4322,,550,,19775,1,3529, 112 | 2011-12-01,6043,,630,,22627,,4983, 113 | 2012-01-01,5175,,600,,18424,,3567, 114 | 2012-02-01,4871,,566,,18606,,3617, 115 | 2012-03-01,5560,,627,,21901,,4425, 116 | 2012-04-01,6411,,646,,24388,,5400, 117 | 2012-05-01,6602,,657,,24152,,5649, 118 | 2012-06-01,6066,,678,,24488,,5222, 119 | 2012-07-01,6796,,713,,26895,,5969, 120 | 2012-08-01,6850,,704,,27283,,6024, 121 | 2012-09-01,5706,,624,,22433,,4638, 122 | 2012-10-01,5044,,629,,23060,,4186, 123 | 2012-11-01,5932,,739,,27834,,4943, 124 | 2012-12-01,7930,,912,,32032,,6099, 125 | 2013-01-01,8278,,914,,32427,,6308, 126 | 2013-02-01,7078,,825,,29553,,5549, 127 | 2013-03-01,7633,,917,,31908,,5659, 128 | 2013-04-01,8557,,873,,32967,,6963, 129 | 2013-05-01,8534,,845,,32703,,7293, 130 | 2013-06-01,9946,,880,,34877,,8774, 131 | 2013-07-01,8231,,835,,30940,,6997, 132 | 2013-08-01,7285,,815,,29870,,6210, 133 | 2013-09-01,5062,,690,,24872,,4233, 134 | 2013-10-01,5695,,717,,27592,,4893, 135 | 2013-11-01,6267,,690,,25930,,5270, 136 | 2013-12-01,7143,,719,,28068,,6139, 137 | 2014-01-01,6286,,675,,24518,,5131, 138 | 2014-02-01,5332,,610,,23276,,4524, 139 | 2014-03-01,10477,,821,,35126,,9263, 140 | 2014-04-01,6443,,715,,29785,,5711, 141 | 2014-05-01,6570,,774,,31609,,5606, 142 | 2014-06-01,9356,,849,,34328,,8060, 143 | 2014-07-01,10390,,892,,35511,,8775, 144 | 2014-08-01,9948,,883,,36272,,8803, 145 | 2014-09-01,9101,,821,,32983,,7433, 146 | 2014-10-01,11119,,876,,36546,,9368, 147 | 2014-11-01,8222,,692,,27674,,6863, 148 | 2014-12-01,9210,,745,,29669,,7696, 149 | 2015-01-01,9216,,712,,29478,,7875, 150 | 2015-02-01,9234,,637,,28265,,8273, 151 | 2015-03-01,10182,,697,,30961,,8997, 152 | 2015-04-01,7691,,606,,28177,,6807, 153 | 2015-05-01,7228,,549,,28196,,6480, 154 | 2015-06-01,8560,,566,,30171,,7749, 155 | 2015-07-01,9806,,617,,33131,,8856, 156 | 2015-08-01,9855,,627,,33894,,8767, 157 | 2015-09-01,10129,,628,,32759,,8224, 158 | 2015-10-01,9332,,434,,25666,,7826, 159 | 2015-11-01,8101,,365,,21409,,6953, 160 | 2015-12-01,8407,,358,,20145,,7032, 161 | 2016-01-01,10719,,387,,21085,,8852, 162 | 2016-02-01,10433,,388,,20711,,8474, 163 | 2016-03-01,11500,,442,,24663,,9897, 164 | 2016-04-01,10538,,436,,24167,,9269, 165 | 2016-05-01,10954,,443,,25114,,9474, 166 | 2016-06-01,14230,,581,,32878,,11725, 167 | 2016-07-01,14105,,607,,34518,,11388, 168 | 2016-08-01,12591,,564,,31437,,9859, 169 | 2016-09-01,13432,,540,,30587,,10609, 170 | 2016-10-01,12013,,521,,28828,,9065, 171 | 2016-11-01,16411,,531,,31955,,13682, 172 | 2016-12-01,15982,,548,,31278,,12753, 173 | 2017-01-01,14985,,534,,27416,,10808, 174 | 2017-02-01,15367,,515,,29284,,12412, 175 | 2017-03-01,14144,,568,,31874,,10642, 176 | -------------------------------------------------------------------------------- /datasets/United_Airlines/UA-ATL.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,55554,,441,,33834,,33752, 3 | 2002-11-01,42498,,369,,28828,,27759, 4 | 2002-12-01,43796,,386,,35944,60,35333, 5 | 2003-01-01,45326,,389,,30168,21,29168, 6 | 2003-02-01,40629,,350,,30095,,28375, 7 | 2003-03-01,42894,,378,,35668,6,33619, 8 | 2003-04-01,43454,,355,,32757,0,31244, 9 | 2003-05-01,41279,,345,,33224,44,31958, 10 | 2003-06-01,45378,,366,,36247,85,36631, 11 | 2003-07-01,49647,,396,,40025,159,40256, 12 | 2003-08-01,48951,,390,,34384,147,33893, 13 | 2003-09-01,44910,,383,,26155,39,24114, 14 | 2003-10-01,45418,,397,,32140,91,29073, 15 | 2003-11-01,42864,,367,,29181,,27299, 16 | 2003-12-01,44674,,386,,33072,,32803, 17 | 2004-01-01,45334,,388,,29313,,28556, 18 | 2004-02-01,37569,,333,,26367,,24372, 19 | 2004-03-01,37279,,340,,30653,,27923, 20 | 2004-04-01,36336,,325,,31928,52,28315, 21 | 2004-05-01,35839,,321,,32059,46,29266, 22 | 2004-06-01,36144,,331,,32884,10,29953, 23 | 2004-07-01,35523,,331,,32099,64,29415, 24 | 2004-08-01,36693,,338,,31917,105,28857, 25 | 2004-09-01,35031,,320,,27231,11,24693, 26 | 2004-10-01,38234,,335,,30624,,27256, 27 | 2004-11-01,35784,,312,,28633,,25812, 28 | 2004-12-01,37665,,330,,30967,,29559, 29 | 2005-01-01,28355,,244,,21196,,19953, 30 | 2005-02-01,26184,,222,,19563,,18126, 31 | 2005-03-01,30303,,251,,24086,,22154, 32 | 2005-04-01,29189,,232,,23922,,21657, 33 | 2005-05-01,27662,,239,,23667,88,22802, 34 | 2005-06-01,23644,,207,,21826,62,20214, 35 | 2005-07-01,23045,,200,,21742,27,20402, 36 | 2005-08-01,23515,,208,,19647,32,18031, 37 | 2005-09-01,22792,,204,,18740,32,16325, 38 | 2005-10-01,24210,,217,,20714,43,18106, 39 | 2005-11-01,22933,,203,,19717,24,17311, 40 | 2005-12-01,22969,,203,,20035,36,18331, 41 | 2006-01-01,23810,,207,,19436,12,17136, 42 | 2006-02-01,21459,,191,,18427,,16277, 43 | 2006-03-01,23617,,212,,21218,,18893, 44 | 2006-04-01,24218,,204,,22480,,19386, 45 | 2006-05-01,24924,,215,,23425,63,20950, 46 | 2006-06-01,24591,,205,,22981,25,20407, 47 | 2006-07-01,25390,,211,,23410,,21022, 48 | 2006-08-01,25560,,215,,21895,,19196, 49 | 2006-09-01,22809,,205,,19142,,16711, 50 | 2006-10-01,23687,,214,,20760,,18472, 51 | 2006-11-01,27119,,227,,21569,,20269, 52 | 2006-12-01,23368,,204,,18880,,17566, 53 | 2007-01-01,27474,,233,,23359,,21800, 54 | 2007-02-01,23011,,192,,20036,,18581, 55 | 2007-03-01,24386,,213,,22354,35,19725, 56 | 2007-04-01,23829,,210,,22271,133,19903, 57 | 2007-05-01,26357,,240,,25483,138,22357, 58 | 2007-06-01,23967,,222,,22629,170,20343, 59 | 2007-07-01,24556,,229,,22241,247,20335, 60 | 2007-08-01,31280,,284,,26227,314,24344, 61 | 2007-09-01,24721,,228,,19454,194,17109, 62 | 2007-10-01,25435,,236,,22214,158,19257, 63 | 2007-11-01,24267,,223,,21356,148,18859, 64 | 2007-12-01,24613,,229,,19496,95,18281, 65 | 2008-01-01,24818,,228,,19367,148,17531, 66 | 2008-02-01,22428,,203,,16870,198,15498, 67 | 2008-03-01,25489,,233,,21737,262,19605, 68 | 2008-04-01,24014,,224,,22528,305,19713, 69 | 2008-05-01,24916,,231,,23312,252,21357, 70 | 2008-06-01,24316,,221,,21823,108,20608, 71 | 2008-07-01,24872,,228,,21853,161,20470, 72 | 2008-08-01,24346,,225,,19019,179,17274, 73 | 2008-09-01,24632,,227,,19561,166,17737, 74 | 2008-10-01,25279,,234,,21231,183,18912, 75 | 2008-11-01,8871,,112,,9821,122,6164, 76 | 2008-12-01,8417,,112,,9427,44,5841, 77 | 2009-01-01,8119,,110,,8551,,5182, 78 | 2009-02-01,7009,,91,,7294,,4420, 79 | 2009-03-01,7297,,91,,9225,,5664, 80 | 2009-04-01,7009,,89,,9659,,5853, 81 | 2009-05-01,6712,,87,,8723,,5286, 82 | 2009-06-01,6723,,87,,8562,,5174, 83 | 2009-07-01,7114,,91,,8985,,5445, 84 | 2009-08-01,6970,,92,,7367,,4490, 85 | 2009-09-01,7207,,86,,7216,,4373, 86 | 2009-10-01,7528,,92,,8212,,4976, 87 | 2009-11-01,7304,,88,,7772,,4710, 88 | 2009-12-01,7057,,86,,7652,,4637, 89 | 2010-01-01,5015,,62,,5928,,3652, 90 | 2010-02-01,4499,,54,,5329,,3285, 91 | 2010-03-01,5250,,62,,6556,,3973, 92 | 2010-04-01,5300,,63,,6834,,4423, 93 | 2010-05-01,4752,,59,,6613,,4007, 94 | 2010-06-01,2659,,33,,3531,,2121, 95 | 2010-07-01,2516,,31,,3323,,2014, 96 | 2010-08-01,2531,,31,,2884,,1748, 97 | 2010-09-01,2734,,33,,3031,,1837, 98 | 2010-10-01,2847,,34,,3419,,2072, 99 | 2010-11-01,5348,,60,,5582,,3423, 100 | 2010-12-01,5206,,67,,5872,,3540, 101 | 2011-01-01,4490,,56,,4828,,2909, 102 | 2011-02-01,3657,,44,,3266,,2000, 103 | 2011-03-01,3451,,43,,3541,,2146, 104 | 2011-04-01,3571,,36,,3915,,2372, 105 | 2011-05-01,4160,,54,,5560,,3363, 106 | 2011-06-01,5393,,71,,6621,,3877, 107 | 2011-07-01,5870,,76,,6939,,4024, 108 | 2011-08-01,5799,,76,,5922,,3480, 109 | 2011-09-01,2440,,29,,2447,,1507, 110 | 2011-10-01,2160,,26,,2338,,1417, 111 | 2011-11-01,2339,,30,,2772,,1660, 112 | 2011-12-01,2218,,30,,2482,0,1494, 113 | 2012-01-01,8923,,100,,5784,,3788, 114 | 2012-02-01,9611,,109,,6983,,4639, 115 | 2012-03-01,4860,,61,,4961,,3131, 116 | 2012-04-01,11838,,118,,10896,,9013, 117 | 2012-05-01,15320,,143,,14893,1,12279, 118 | 2012-06-01,11510,,122,,10436,,8509, 119 | 2012-07-01,7918,161,80,1,6999,,5998,159 120 | 2012-08-01,10027,,97,,7736,9,6695, 121 | 2012-09-01,11906,,130,,10258,2,8306, 122 | 2012-10-01,14048,,140,,12641,18,10331, 123 | 2012-11-01,7273,,86,,7363,0,5093, 124 | 2012-12-01,4987,,59,,5330,0,3566, 125 | 2013-01-01,5109,,61,,4806,1,3236, 126 | 2013-02-01,4535,,54,,3957,2,2720, 127 | 2013-03-01,4295,,49,,4048,,2841, 128 | 2013-04-01,3125,,34,,2766,,1753, 129 | 2013-05-01,2508,,33,,3287,,2016, 130 | 2013-06-01,4943,,59,,5474,,3745, 131 | 2013-07-01,5107,,56,,4696,,3266, 132 | 2013-08-01,4291,,47,,3656,,2479, 133 | 2013-09-01,2248,,30,,1972,3,1197, 134 | 2013-10-01,2415,,32,,2083,,1338, 135 | 2013-11-01,2386,,31,,2121,,1295, 136 | 2013-12-01,3862,,47,,3683,13,2602, 137 | 2014-01-01,2046,922,26,1,1769,2,1073,897 138 | 2014-02-01,2820,,35,,3455,,2318, 139 | 2014-03-01,4247,,52,,5520,0,3663, 140 | 2014-04-01,19618,,62,,7873,,16372, 141 | 2014-05-01,20828,,67,,9509,,19574, 142 | 2014-06-01,20676,,79,,9393,,16527, 143 | 2014-07-01,19022,,64,,7844,,15776, 144 | 2014-08-01,18568,,59,,6938,,14198, 145 | 2014-09-01,19233,,65,,7006,,13435, 146 | 2014-10-01,25150,,117,,11674,2,18130, 147 | 2014-11-01,31761,,201,,18959,7,22524, 148 | 2014-12-01,32963,,208,,20484,2,24556, 149 | 2015-01-01,26489,,204,,17511,0,17819, 150 | 2015-02-01,27453,,210,,19683,13,19688, 151 | 2015-03-01,43030,,295,,27665,14,30361, 152 | 2015-04-01,47445,,328,,33365,14,35839, 153 | 2015-05-01,51089,,352,,42092,3,44836, 154 | 2015-06-01,51909,,374,,40518,0,41110, 155 | 2015-07-01,44888,,308,,32319,4,36102, 156 | 2015-08-01,47296,,313,,31765,2,34021, 157 | 2015-09-01,48262,,327,,35891,5,36856, 158 | 2015-10-01,54045,,373,,42523,0,43280, 159 | 2015-11-01,49725,,324,,35680,2,38446, 160 | 2015-12-01,46098,,292,,33292,,36835, 161 | 2016-01-01,30730,,227,,21576,0,21703, 162 | 2016-02-01,39107,,250,,24094,,25798, 163 | 2016-03-01,67351,,413,,46576,,47612, 164 | 2016-04-01,62926,,412,,51760,0,49710, 165 | 2016-05-01,78357,,547,,76432,,70704, 166 | 2016-06-01,81628,,589,,84748,,76535, 167 | 2016-07-01,78905,,564,,78100,,71497, 168 | 2016-08-01,81996,,599,,70693,,62867, 169 | 2016-09-01,78379,,575,,66456,3,59162, 170 | 2016-10-01,68108,,504,,58651,,53486, 171 | 2016-11-01,61548,,452,,55321,4,48974, 172 | 2016-12-01,57694,,393,,48643,,47244, 173 | 2017-01-01,38835,,302,,30889,,26420, 174 | 2017-02-01,40820,,300,,30225,,26995, 175 | 2017-03-01,57244,,381,,42374,,43896, 176 | -------------------------------------------------------------------------------- /datasets/United_Airlines/UA-DTW.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,21355,,362,,29474,131,14410, 3 | 2002-11-01,18280,,309,,24185,108,11590, 4 | 2002-12-01,19515,,327,,28456,193,14494, 5 | 2003-01-01,19805,,312,,23924,113,12437, 6 | 2003-02-01,18297,26,291,1,27309,149,14194,20 7 | 2003-03-01,18622,,318,,27806,87,14490, 8 | 2003-04-01,18801,,318,,27816,63,13873, 9 | 2003-05-01,15391,,285,,25701,206,11844, 10 | 2003-06-01,19016,,309,,31502,178,15996, 11 | 2003-07-01,22343,,333,,35056,118,18814, 12 | 2003-08-01,21937,,329,,30719,98,16757, 13 | 2003-09-01,19998,,322,,26488,40,13941, 14 | 2003-10-01,20366,,331,,28041,89,14158, 15 | 2003-11-01,20016,,318,,26883,70,13499, 16 | 2003-12-01,19838,,333,,29682,95,14817, 17 | 2004-01-01,19000,,331,,23882,98,12401, 18 | 2004-02-01,18249,,313,,27525,132,13607, 19 | 2004-03-01,19612,,332,,29347,86,14696, 20 | 2004-04-01,18578,,325,,31012,106,14465, 21 | 2004-05-01,19862,,332,,32394,111,15635, 22 | 2004-06-01,19964,,321,,34132,141,17182, 23 | 2004-07-01,20460,,332,,34081,93,17698, 24 | 2004-08-01,20498,,337,,31624,79,16350, 25 | 2004-09-01,18728,,256,,24399,83,12426, 26 | 2004-10-01,17241,,247,,21791,98,11068, 27 | 2004-11-01,13469,,238,,22020,,9670, 28 | 2004-12-01,14269,,246,,24446,32,11029, 29 | 2005-01-01,9491,,176,,15773,12,6751, 30 | 2005-02-01,7692,,140,,14298,,5739, 31 | 2005-03-01,9281,,156,,17004,,7145, 32 | 2005-04-01,8803,,175,,17854,,6572, 33 | 2005-05-01,14309,,211,,22870,,11598, 34 | 2005-06-01,13685,,188,,21971,,11875, 35 | 2005-07-01,13931,,185,,22308,,12453, 36 | 2005-08-01,14070,,187,,21099,,11930, 37 | 2005-09-01,13331,,228,,22088,,10368, 38 | 2005-10-01,13376,,246,,23427,0,10649, 39 | 2005-11-01,14377,,262,,27166,,11407, 40 | 2005-12-01,14095,,257,,27101,61,12002, 41 | 2006-01-01,13079,,222,,21745,11,10266, 42 | 2006-02-01,15300,,190,,20960,,12824, 43 | 2006-03-01,17353,,210,,22448,,14502, 44 | 2006-04-01,16520,,202,,19921,,12944, 45 | 2006-05-01,16647,,213,,22295,,13739, 46 | 2006-06-01,12781,,185,,20425,,11436, 47 | 2006-07-01,12210,,186,,19584,,11074, 48 | 2006-08-01,15575,,213,,21762,,13761, 49 | 2006-09-01,16010,,232,,21919,26,12383, 50 | 2006-10-01,16992,,246,,23825,35,13751, 51 | 2006-11-01,13542,,238,,21924,32,10024, 52 | 2006-12-01,13487,,233,,23272,15,10484, 53 | 2007-01-01,13468,,221,,21994,,10543, 54 | 2007-02-01,9450,,168,,17875,,7874, 55 | 2007-03-01,8748,,175,,18140,,7667, 56 | 2007-04-01,9470,,182,,19226,,7846, 57 | 2007-05-01,15280,,239,,25352,,11534, 58 | 2007-06-01,10824,,196,,21563,,8962, 59 | 2007-07-01,9656,,186,,20629,,8437, 60 | 2007-08-01,9825,,189,,19313,,8207, 61 | 2007-09-01,13266,,223,,20973,,10013, 62 | 2007-10-01,14569,,243,,22653,,10992, 63 | 2007-11-01,11829,,202,,18534,,9317, 64 | 2007-12-01,12143,,201,,19397,24,9813, 65 | 2008-01-01,13020,,212,,18173,2,8836, 66 | 2008-02-01,12654,,191,,19837,,9841, 67 | 2008-03-01,14336,,214,,22609,,11708, 68 | 2008-04-01,13930,,207,,20422,,10320, 69 | 2008-05-01,14703,,215,,20712,,10924, 70 | 2008-06-01,9433,,167,,17775,,7728, 71 | 2008-07-01,7906,,159,,17120,,6768, 72 | 2008-08-01,8824,,172,,18294,,7756, 73 | 2008-09-01,7762,,145,,12906,,5697, 74 | 2008-10-01,4216,,127,,11407,,3116, 75 | 2008-11-01,3605,,112,,9050,,2127, 76 | 2008-12-01,3803,,118,,11967,,2824, 77 | 2009-01-01,4323,,132,,10583,,2487, 78 | 2009-02-01,4514,,130,,11394,,2678, 79 | 2009-03-01,5065,,139,,11685,,2787, 80 | 2009-04-01,2348,,63,,7064,,1874, 81 | 2009-05-01,2459,26,63,1,7257,0,1705,13 82 | 2009-06-01,1570,,37,,4221,16,1137, 83 | 2009-07-01,1328,,32,,3558,2,837, 84 | 2009-08-01,1344,,31,,3629,24,917, 85 | 2009-09-01,1416,,31,,2570,,663, 86 | 2009-10-01,1216,,31,,2521,,592, 87 | 2009-11-01,1255,,30,,2536,,596, 88 | 2009-12-01,1051,,28,,3015,,709, 89 | 2010-01-01,1349,,36,,2776,,652, 90 | 2010-02-01,1011,,29,,3210,,754, 91 | 2010-03-01,1169,,35,,3158,,742, 92 | 2010-04-01,1247,,31,,3462,,814, 93 | 2010-05-01,1277,,31,,3878,,911, 94 | 2010-06-01,1225,,28,,3090,,856, 95 | 2010-07-01,1036,,26,,2742,,709, 96 | 2010-08-01,1109,,25,,3002,,792, 97 | 2010-09-01,1098,,29,,2627,,645, 98 | 2010-10-01,1336,,32,,2996,,756, 99 | 2010-11-01,1060,,30,,2558,,601, 100 | 2010-12-01,1254,,36,,3256,,817, 101 | 2011-01-01,1070,,31,,2791,,656, 102 | 2011-02-01,1117,,31,,3649,,879, 103 | 2011-03-01,1551,,40,,3370,,829, 104 | 2011-04-01,1562,,35,,3765,,1000, 105 | 2011-05-01,2110,,59,,6331,,1581, 106 | 2011-06-01,1242,,36,,3998,,940, 107 | 2011-07-01,1095,26,35,1,3571,0,866,24 108 | 2011-08-01,1381,,44,,5088,,1199, 109 | 2011-09-01,1203,,30,,4144,,974, 110 | 2011-10-01,1318,,32,,4375,,1063, 111 | 2011-11-01,1229,,35,,4527,,1065, 112 | 2011-12-01,1126,,34,,4190,,985, 113 | 2012-01-01,6046,,66,,6803,,4067, 114 | 2012-02-01,6962,,69,,8523,25,5556, 115 | 2012-03-01,8357,,76,,8981,8,6632, 116 | 2012-04-01,12411,,102,,10463,3,8253, 117 | 2012-05-01,12046,,108,,10670,4,9051, 118 | 2012-06-01,9266,,83,,9567,,7332, 119 | 2012-07-01,8185,,80,,9127,,6959, 120 | 2012-08-01,5809,,62,,7448,,5172, 121 | 2012-09-01,8785,,84,,7946,,6061, 122 | 2012-10-01,10794,,101,,10228,,8011, 123 | 2012-11-01,2982,,43,,4507,0,2026, 124 | 2012-12-01,7043,,75,,8139,,5534, 125 | 2013-01-01,4300,,53,,5809,4,3326, 126 | 2013-02-01,5424,,61,,6567,0,4189, 127 | 2013-03-01,7205,,75,,8066,,6012, 128 | 2013-04-01,4017,,36,,3328,0,2779, 129 | 2013-05-01,2285,,17,,1805,,1940, 130 | 2013-06-01,3348,,26,,2824,,3069, 131 | 2013-07-01,4844,,32,,3945,,4241, 132 | 2013-08-01,5803,,41,,4403,,4656, 133 | 2013-09-01,6587,,45,,3796,,4029, 134 | 2013-10-01,3676,,31,,2665,,2568, 135 | 2013-11-01,4073,,34,,2841,,2783, 136 | 2013-12-01,3751,,39,,4118,10,3013, 137 | 2014-01-01,10545,,93,,7991,23,6843, 138 | 2014-02-01,14419,,106,,12525,54,12243, 139 | 2014-03-01,6435,,46,,5194,39,5507, 140 | 2014-04-01,6422,,45,,5704,12,5984, 141 | 2014-05-01,8620,,64,,7434,9,7864, 142 | 2014-06-01,7124,,52,,5588,11,6011, 143 | 2014-07-01,6246,,43,,5046,6,5431, 144 | 2014-08-01,7511,,54,,5946,4,6589, 145 | 2014-09-01,6205,,47,,4907,6,5058, 146 | 2014-10-01,7157,,55,,5058,39,5147, 147 | 2014-11-01,7386,,54,,5018,27,5454, 148 | 2014-12-01,6372,,50,,4992,8,4727, 149 | 2015-01-01,6567,,48,,3702,0,3840, 150 | 2015-02-01,6448,,46,,4417,5,4764, 151 | 2015-03-01,3105,,59,,5955,17,2193, 152 | 2015-04-01,8950,,69,,5417,0,4861, 153 | 2015-05-01,5696,,60,,7078,1,4952, 154 | 2015-06-01,10092,,84,,10856,18,9218, 155 | 2015-07-01,10134,,122,,13459,14,8944, 156 | 2015-08-01,12195,,124,,14754,9,10736, 157 | 2015-09-01,12638,,109,,13567,37,11108, 158 | 2015-10-01,12157,,109,,12859,0,10856, 159 | 2015-11-01,10746,,115,,13764,0,9233, 160 | 2015-12-01,10313,,113,,13079,0,9034, 161 | 2016-01-01,11057,,91,,10035,,8212, 162 | 2016-02-01,12797,,104,,10847,,9574, 163 | 2016-03-01,12084,,127,,12496,0,9098, 164 | 2016-04-01,12114,,113,,10387,3,8100, 165 | 2016-05-01,10367,,96,,11920,2,9307, 166 | 2016-06-01,12061,,92,,12492,3,11447, 167 | 2016-07-01,10451,,104,,13386,,9830, 168 | 2016-08-01,12217,,142,,17264,,10702, 169 | 2016-09-01,14713,,196,,21893,0,10848, 170 | 2016-10-01,19239,,234,,23945,0,13425, 171 | 2016-11-01,15185,,197,,21910,2,11961, 172 | 2016-12-01,14653,,156,,17085,0,11939, 173 | 2017-01-01,11291,,138,,13235,,8462, 174 | 2017-02-01,12156,,139,,14349,,9159, 175 | 2017-03-01,14805,,156,,15964,,10690, 176 | -------------------------------------------------------------------------------- /datasets/United_Airlines/UA-SLC.csv: -------------------------------------------------------------------------------- 1 | Date,ASM_Domestic,ASM_International,Flights_Domestic,Flights_International,Passengers_Domestic,Passengers_International,RPM_Domestic,RPM_International 2 | 2002-10-01,34402,,403,,29328,54,21210, 3 | 2002-11-01,31455,,374,,25790,,18162, 4 | 2002-12-01,33720,,398,,32701,,22965, 5 | 2003-01-01,32057,,374,,33337,,23880, 6 | 2003-02-01,29800,,334,,29978,,21960, 7 | 2003-03-01,33671,,365,,35265,,26882, 8 | 2003-04-01,25726,,284,,24206,,19088, 9 | 2003-05-01,25509,,279,,23620,,18787, 10 | 2003-06-01,26734,,289,,26695,,21296, 11 | 2003-07-01,28658,,308,,28669,,22470, 12 | 2003-08-01,28553,,307,,29373,,22766, 13 | 2003-09-01,27560,,298,,23941,,18344, 14 | 2003-10-01,28646,,310,,27386,51,21080, 15 | 2003-11-01,25251,,292,,22458,,16290, 16 | 2003-12-01,26748,,306,,26289,,19838, 17 | 2004-01-01,27990,,306,,30080,,22422, 18 | 2004-02-01,25672,,273,,28554,,22232, 19 | 2004-03-01,26909,,281,,31066,,24739, 20 | 2004-04-01,25417,,270,,27506,34,22522, 21 | 2004-05-01,25464,,275,,26208,0,20648, 22 | 2004-06-01,26697,,295,,28832,,22498, 23 | 2004-07-01,27598,,308,,29765,,23193, 24 | 2004-08-01,28661,,309,,30980,,24073, 25 | 2004-09-01,26585,,294,,26928,,20819, 26 | 2004-10-01,26857,,305,,26551,0,20054, 27 | 2004-11-01,24920,,269,,21291,9,16834, 28 | 2004-12-01,26867,,280,,24623,18,20070, 29 | 2005-01-01,26913,,278,,27002,66,21568, 30 | 2005-02-01,24674,,252,,25745,40,20970, 31 | 2005-03-01,25789,,252,,26511,,22909, 32 | 2005-04-01,23520,,234,,20939,,18411, 33 | 2005-05-01,24713,,243,,21359,28,18286, 34 | 2005-06-01,24469,,240,,23804,6,21198, 35 | 2005-07-01,24691,,243,,24399,,21371, 36 | 2005-08-01,25022,,247,,23890,,21157, 37 | 2005-09-01,24094,,237,,21747,,19212, 38 | 2005-10-01,24776,,247,,22406,1,19910, 39 | 2005-11-01,23555,,232,,19371,44,16624, 40 | 2005-12-01,24659,,247,,22740,19,18927, 41 | 2006-01-01,25460,,244,,25782,,22015, 42 | 2006-02-01,22826,,225,,22501,,19346, 43 | 2006-03-01,25957,,273,,28659,,23556, 44 | 2006-04-01,24028,,234,,23013,79,20180, 45 | 2006-05-01,24531,,244,,22606,63,20014, 46 | 2006-06-01,24133,,243,,22704,17,20034, 47 | 2006-07-01,25039,,246,,23176,,20777, 48 | 2006-08-01,24715,,247,,23996,0,21060, 49 | 2006-09-01,23900,,233,,22000,48,19384, 50 | 2006-10-01,24588,,242,,22734,49,19549, 51 | 2006-11-01,18757,,204,,17693,,13579, 52 | 2006-12-01,19707,,202,,18037,,14697, 53 | 2007-01-01,21929,,194,,21857,48,18493, 54 | 2007-02-01,21258,,177,,19795,18,17709, 55 | 2007-03-01,27753,,241,,26922,,24376, 56 | 2007-04-01,23410,,199,,20111,,18908, 57 | 2007-05-01,18606,,168,,16925,,15668, 58 | 2007-06-01,18854,,177,,18341,,16855, 59 | 2007-07-01,18473,,181,,17655,,15505, 60 | 2007-08-01,19452,,185,,19352,,17025, 61 | 2007-09-01,18535,,176,,16837,,14380, 62 | 2007-10-01,19377,,185,,17904,,15072, 63 | 2007-11-01,18514,,175,,16073,,13647, 64 | 2007-12-01,20715,,192,,17654,,14662, 65 | 2008-01-01,23363,,216,,21235,,18206, 66 | 2008-02-01,19693,,198,,20037,,16226, 67 | 2008-03-01,20733,,210,,22368,,18038, 68 | 2008-04-01,19261,,202,,19201,,15621, 69 | 2008-05-01,20365,,207,,19473,,16186, 70 | 2008-06-01,19237,,201,,19704,,16333, 71 | 2008-07-01,20225,,209,,20495,,16636, 72 | 2008-08-01,19473,,203,,20764,,16964, 73 | 2008-09-01,10456,,124,,12548,,8769, 74 | 2008-10-01,10436,,126,,11795,,8016, 75 | 2008-11-01,5089,,86,,6972,,3355, 76 | 2008-12-01,5812,,95,,8015,,4207, 77 | 2009-01-01,5792,,89,,9019,,4080, 78 | 2009-02-01,6997,,100,,9541,101,4460, 79 | 2009-03-01,8405,,122,,12297,198,5395, 80 | 2009-04-01,5789,,108,,8299,176,3720, 81 | 2009-05-01,6757,,117,,9326,225,4189, 82 | 2009-06-01,6745,,113,,9710,238,4665, 83 | 2009-07-01,6110,,102,,9357,191,4325, 84 | 2009-08-01,5517,,90,,8638,188,3932, 85 | 2009-09-01,3269,,56,,5717,3,2490, 86 | 2009-10-01,3172,,58,,5362,,2131, 87 | 2009-11-01,4251,,64,,5396,,2677, 88 | 2009-12-01,4711,,68,,6218,,3026, 89 | 2010-01-01,3205,,60,,6211,,2475, 90 | 2010-02-01,3083,115,53,1,5507,3,2230,28 91 | 2010-03-01,3186,,53,,5925,,2377, 92 | 2010-04-01,1720,,31,,2861,,1173, 93 | 2010-05-01,2305,,34,,2933,,1729, 94 | 2010-06-01,1584,,31,,3655,,1451, 95 | 2010-07-01,1924,,35,,3588,,1644, 96 | 2010-08-01,2224,,33,,3466,0,1877, 97 | 2010-09-01,1561,,29,,3018,,1177, 98 | 2010-10-01,1824,,33,,2906,,1254, 99 | 2010-11-01,1563,,30,,2793,,1089, 100 | 2010-12-01,2417,,46,,4696,,1903, 101 | 2011-01-01,3249,,59,,6716,,2711, 102 | 2011-02-01,2969,,53,,6361,,2481, 103 | 2011-03-01,4160,,59,,6898,,3400, 104 | 2011-04-01,7720,,58,,5359,,5362, 105 | 2011-05-01,8649,,63,,4981,,5878, 106 | 2011-06-01,6875,,37,,3666,,5617, 107 | 2011-07-01,7021,,34,,3486,,6020, 108 | 2011-08-01,7492,,43,,4478,,6466, 109 | 2011-09-01,7077,,31,,2853,,5072, 110 | 2011-10-01,7370,,31,,2698,,4932, 111 | 2011-11-01,6830,199,31,1,2158,0,3988,189 112 | 2011-12-01,7807,,51,,4856,0,5037, 113 | 2012-01-01,21535,,129,,14002,,16628, 114 | 2012-02-01,19777,,114,,12305,,15141, 115 | 2012-03-01,20492,,122,,13048,,16521, 116 | 2012-04-01,15881,,89,,8954,,11856, 117 | 2012-05-01,16396,,88,,8956,1,12651, 118 | 2012-06-01,17190,,85,,10221,22,14670, 119 | 2012-07-01,16251,,83,,9351,,13757, 120 | 2012-08-01,15905,,84,,9643,0,13856, 121 | 2012-09-01,15072,,81,,8299,1,10843, 122 | 2012-10-01,13566,,86,,7443,,9915, 123 | 2012-11-01,13016,,78,,6226,3,8386, 124 | 2012-12-01,16864,,94,,8938,47,12305, 125 | 2013-01-01,16441,,92,,10506,7,14293, 126 | 2013-02-01,15134,,80,,9744,10,13084, 127 | 2013-03-01,16885,,86,,10751,2,15008, 128 | 2013-04-01,11416,,63,,6458,,8823, 129 | 2013-05-01,9600,,57,,5557,,7608, 130 | 2013-06-01,14370,,81,,8646,,12471, 131 | 2013-07-01,19787,,98,,10093,,16123, 132 | 2013-08-01,17544,,105,,11639,0,14655, 133 | 2013-09-01,14591,,93,,8207,,9761, 134 | 2013-10-01,6929,,29,,2847,1,4637, 135 | 2013-11-01,5510,,22,,1633,,2754, 136 | 2013-12-01,8058,,45,,5426,22,6612, 137 | 2014-01-01,13075,,98,,11661,2,11431, 138 | 2014-02-01,13005,,106,,12838,,11597, 139 | 2014-03-01,17333,,136,,16532,7,15602, 140 | 2014-04-01,4459,,44,,4250,13,3230, 141 | 2014-05-01,2928,,35,,3384,4,2307, 142 | 2014-06-01,7369,,50,,5592,,6455, 143 | 2014-07-01,10046,,59,,6444,5,8594, 144 | 2014-08-01,8929,,59,,6659,0,8105, 145 | 2014-09-01,8427,,51,,5884,0,7031, 146 | 2014-10-01,8161,,49,,5448,3,6038, 147 | 2014-11-01,1466,,25,,2307,2,903, 148 | 2014-12-01,7841,,48,,5315,5,6187, 149 | 2015-01-01,18049,,136,,16290,0,15087, 150 | 2015-02-01,17410,,135,,16931,9,15218, 151 | 2015-03-01,29025,,204,,24716,40,24887, 152 | 2015-04-01,12901,,98,,10969,6,10624, 153 | 2015-05-01,11525,,82,,9807,4,10061, 154 | 2015-06-01,8008,,65,,7903,0,7264, 155 | 2015-07-01,17274,,119,,12621,,13491, 156 | 2015-08-01,18702,,125,,15179,,16760, 157 | 2015-09-01,18832,,130,,16550,1,17247, 158 | 2015-10-01,15830,,137,,16585,,14422, 159 | 2015-11-01,15845,,151,,16837,1,13619, 160 | 2015-12-01,22803,,173,,19232,12,18720, 161 | 2016-01-01,24881,,195,,23138,,21021, 162 | 2016-02-01,27422,,207,,24060,,22482, 163 | 2016-03-01,30131,,229,,27835,,24874, 164 | 2016-04-01,8645,,73,,8655,,7656, 165 | 2016-05-01,17286,,126,,14547,0,14237, 166 | 2016-06-01,17886,,122,,16852,4,16463, 167 | 2016-07-01,17464,,117,,15855,,15936, 168 | 2016-08-01,16477,,108,,15156,,14912, 169 | 2016-09-01,14113,,111,,13884,0,12375, 170 | 2016-10-01,14865,,131,,15531,,12706, 171 | 2016-11-01,16080,,136,,15322,,13028, 172 | 2016-12-01,27407,,225,,25895,,23684, 173 | 2017-01-01,33184,,223,,28569,,29725, 174 | 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https://raw.githubusercontent.com/shellshock1911/Sky-Cast-Capstone/12caf525093953700fe24bbd02b1303fd78eb1a0/proposal.pdf -------------------------------------------------------------------------------- /scripts/aviation_forecast.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python2 2 | # -*- coding: utf-8 -*- 3 | """ 4 | Created on Sat Jul 1 22:56:52 2017 5 | 6 | @author: BennyBluebird 7 | """ 8 | 9 | import warnings 10 | warnings.filterwarnings("ignore") 11 | 12 | import numpy as np 13 | import pandas as pd 14 | import matplotlib.pylab as plt 15 | from statsmodels.tsa.stattools import adfuller 16 | from statsmodels.tsa.arima_model import ARIMA 17 | from sklearn.metrics import mean_squared_error, r2_score 18 | 19 | dateparse = lambda dates: pd.datetime.strptime(dates, '%Y-%m-%d') 20 | 21 | def get_data(airline, airport, categories=["Passengers"]): 22 | 23 | """Takes airline and airport code strings along with one or more data 24 | category strings as inputs and returns a pandas Series if only one category 25 | is requested. Returns pandas DataFrame for calls with more than one category. 26 | """ 27 | # Date indexes are read in as unicode literals, dataparse will properly 28 | # reconvert them to DatetimeIndex format 29 | 30 | data = pd.read_csv('../data/{}-{}.csv'.format(airline, airport), index_col='Date', 31 | parse_dates=True, date_parser=dateparse) 32 | 33 | # Returns DataFrame if more than one category is requested 34 | if len(categories) > 1: 35 | columns = ['{}_Domestic'.format(category) for category in categories] 36 | return data[columns].astype(np.float64) 37 | 38 | # Returns Series if only one category is requested 39 | else: 40 | return data['{}_Domestic'.format(categories[0])].astype(np.float64) 41 | 42 | 43 | def test_stationarity(time_series): 44 | 45 | """Takes a single pandas Series and produces evidence that can be used 46 | to analyze stationarity or lack thereof in the time series. Will not work 47 | with pandas DataFrame, numpy array, or any other data format. 48 | """ 49 | 50 | # Check for upward or downward sloping trends in the moving average. 51 | # Trends indicate non-stationarity which should be taken into account 52 | # when building ARIMA model. 53 | 54 | moving_average = time_series.rolling(window=12).mean() 55 | moving_std = time_series.rolling(window=12).std() 56 | name = time_series.name.split('_')[0] 57 | 58 | plt.plot(time_series, color='blue', label='Monthly {}'.format(name)) 59 | plt.plot(moving_average, color='red', label='Moving Average') 60 | plt.plot(moving_std, color='black', label='Moving Std.') 61 | plt.legend(loc='best') 62 | plt.title('Rolling Mean & Standard Deviation') 63 | plt.show(block=False) 64 | 65 | # The greater the p-value in the test output, the stronger the 66 | # non-stationarity of the time series. Series with p-value less 67 | # than 0.05 can generally be considered at least weakly stationary 68 | 69 | print('Results of Dickey-Fuller Test:') 70 | test = adfuller(time_series, autolag='AIC') 71 | test_output = pd.Series(test[0:4], index=['Test Statistic', 'p-value', 72 | '#Lags Used', 'Number of Observations Used']) 73 | for key, value in test[4].items(): 74 | test_output['Critical Value {}'.format(key)] = value 75 | print(test_output) 76 | 77 | def _remove_seasonality(dataset, lag=12): 78 | 79 | # To be called inside predict_final year only. 80 | 81 | difference = list() 82 | for i in range(lag, len(dataset)): 83 | value = dataset[i] - dataset[i - lag] 84 | difference.append(value) 85 | return np.array(difference) 86 | 87 | def _add_seasonality(history, pred, lag=1): 88 | return pred + history[-lag] 89 | 90 | def predict_final_year(time_series, order=(12,1,2), search=False): 91 | 92 | data = time_series.values 93 | train, test = data[:-12], data[-12:] 94 | differenced = _remove_seasonality(train, lag=12) 95 | model = ARIMA(differenced, order=order) 96 | model_fit = model.fit(disp=0) 97 | forecast = model_fit.forecast(12)[0] 98 | history = [x for x in train] 99 | for pred in forecast: 100 | reverted = _add_seasonality(history, pred, lag=12) 101 | history.append(reverted) 102 | preds = np.array(history[-12:]) 103 | 104 | # Only to be used when called from grid_search function. 105 | # Should not be activated manually in any other context. 106 | if search: 107 | return mean_squared_error(test, preds) 108 | 109 | print('RMSE: ' + str(round(np.sqrt(mean_squared_error(test, preds)),3))) 110 | print('R_SQ: '+ str(round(r2_score(test, preds),3))) 111 | 112 | return test, preds 113 | 114 | def grid_search(dataset, p_values=range(13), d_values=range(3), q_values=range(3)): 115 | best_score, best_cfg = float("inf"), None 116 | for p in p_values: 117 | for d in d_values: 118 | for q in q_values: 119 | order = (p,d,q) 120 | try: 121 | print 'Testing ARIMA: {}'.format(order) 122 | mse = predict_final_year(dataset, order, search=True) 123 | if mse < best_score: 124 | best_score, best_cfg = mse, order 125 | print 'MSE: {:.3f}\n'.format(mse) 126 | except: 127 | continue 128 | print 'Best ARIMA: {}'.format(best_cfg) 129 | print 'Best RMSE: {}'.format(np.sqrt(best_score)) --------------------------------------------------------------------------------