├── lib ├── __init__.py └── pyds.py ├── data ├── test │ ├── testfile │ └── DaftPunk_lyrics.txt ├── student.npz ├── text.txt ├── ml-small │ ├── ratings_cured.csv │ ├── ratings_mess.csv │ ├── README.txt │ └── tags.csv ├── poems │ ├── poe-sonnet-science.txt │ ├── poe-raven.txt │ └── poe-duc.txt ├── president_heights.csv ├── student.txt ├── iris.csv ├── house_prices │ └── data_description.txt ├── titanic │ └── test.csv ├── student-mat.csv └── planets.csv ├── requirements.txt ├── img ├── UGA.png ├── cv.png ├── flower.png ├── graph.png ├── ml_map.png ├── python.png ├── sample.png ├── spyder.png ├── GroupBy.png ├── ipython.png ├── jupyter.png └── python_file.png ├── style └── style.css ├── LICENSE └── README.md /lib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/test/testfile: -------------------------------------------------------------------------------- 1 | This is a test 2 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | numpy 2 | scipy 3 | matplotlib 4 | pandas 5 | seaborn 6 | sklearn 7 | -------------------------------------------------------------------------------- /img/UGA.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iutzeler/Introduction-to-Python-for-Data-Sciences/HEAD/img/UGA.png -------------------------------------------------------------------------------- /img/cv.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iutzeler/Introduction-to-Python-for-Data-Sciences/HEAD/img/cv.png -------------------------------------------------------------------------------- /img/flower.png: 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-------------------------------------------------------------------------------- https://raw.githubusercontent.com/iutzeler/Introduction-to-Python-for-Data-Sciences/HEAD/img/python_file.png -------------------------------------------------------------------------------- /data/text.txt: -------------------------------------------------------------------------------- 1 | This is an example file 2 | Made specially for this course 3 | This is already the third line 4 | Line 4 5 | THE END 6 | -------------------------------------------------------------------------------- /data/test/DaftPunk_lyrics.txt: -------------------------------------------------------------------------------- 1 | Work it 2 | Make it 3 | Do it 4 | Makes us 5 | Harder 6 | Better 7 | Faster 8 | Stronger 9 | More than 10 | Hour 11 | Our 12 | Never 13 | Ever 14 | After 15 | Work is 16 | Over 17 | Over 18 | 19 | Work it harder, make it better. 20 | Do it faster, makes us stronger. 21 | More than ever hour after. 22 | Our work is never over. 23 | -------------------------------------------------------------------------------- /style/style.css: -------------------------------------------------------------------------------- 1 | 24 | 25 | 26 | 27 | -------------------------------------------------------------------------------- /lib/pyds.py: -------------------------------------------------------------------------------- 1 | ###################################### 2 | ### 3 | ### the CLASS module 4 | ### 5 | ###################################### 6 | 7 | 8 | teacherName = "Franck Iutzeler" 9 | teacherWebsite = "http://www.iutzeler.org" 10 | 11 | def printQuote(): 12 | print("The joy of coding Python should be in seeing short, concise, readable classes that express a lot of action in a small amount of clear code -- not in reams of trivial code that bores the reader to death.\n\n -- Guido van Rossum") 13 | -------------------------------------------------------------------------------- /data/ml-small/ratings_cured.csv: -------------------------------------------------------------------------------- 1 | userId,movieId,rating,timestamp 2 | 1.0,31.0,2.5,1260759144.0 3 | 1.0,1029.0,3.0,1260759179.0 4 | 2.0,10.0,4.0,0.0 5 | 2.0,720.0,4.0,835355978.0 6 | 3.0,60.0,3.0,1298861675.0 7 | 3.0,110.0,4.0,1298922049.0 8 | 3.0,247.0,3.5,1298861637.0 9 | 3.0,592.0,3.0,1298923247.0 10 | 3.0,593.0,3.0,1298921840.0 11 | 3.0,595.0,2.0,1298923260.0 12 | 3.0,2762.0,3.5,1298922057.0 13 | 3.0,2841.0,4.0,1298861733.0 14 | 3.0,2959.0,5.0,1298862874.0 15 | 4.0,34.0,5.0,949919556.0 16 | 4.0,112.0,5.0,949810582.0 17 | 4.0,1028.0,5.0,949949638.0 18 | 4.0,1030.0,5.0,949896377.0 19 | 4.0,1079.0,5.0,0.0 20 | 4.0,1089.0,5.0,949895732.0 21 | 4.0,1097.0,5.0,949778771.0 22 | 5.0,4447.0,4.5,1163375033.0 23 | 5.0,4718.0,3.5,1163375131.0 24 | 5.0,30749.0,4.5,1163374702.0 25 | 6.0,1250.0,4.5,1108134284.0 26 | -------------------------------------------------------------------------------- /data/poems/poe-sonnet-science.txt: -------------------------------------------------------------------------------- 1 | 1829 2 | SONNET- TO SCIENCE 3 | by Edgar Allan Poe 4 | 5 | Science! true daughter of Old Time thou art! 6 | Who alterest all things with thy peering eyes. 7 | Why preyest thou thus upon the poet's heart, 8 | Vulture, whose wings are dull realities? 9 | How should he love thee? or how deem thee wise, 10 | Who wouldst not leave him in his wandering 11 | To seek for treasure in the jewelled skies, 12 | Albeit he soared with an undaunted wing? 13 | Hast thou not dragged Diana from her car? 14 | And driven the Hamadryad from the wood 15 | To seek a shelter in some happier star? 16 | Hast thou not torn the Naiad from her flood, 17 | The Elfin from the green grass, and from me 18 | The summer dream beneath the tamarind tree? 19 | 20 | -THE END- 21 | . 22 | -------------------------------------------------------------------------------- /data/ml-small/ratings_mess.csv: -------------------------------------------------------------------------------- 1 | userId,movieId,rating,timestamp 2 | 1,31,2.5,1260759144 3 | 1,1029,3.0,1260759179 4 | 2,10,4.0, 5 | 2,52,83.0,835356031 6 | ,62,3.0,835355749 7 | 2,144,,835356016 8 | 0,616,3.0,835355932 9 | 2,,4.0,835356141 10 | 2,720,4.0,835355978 11 | 3,60,3.0,1298861675 12 | 3,110,4.0,1298922049 13 | 3,247,3.5,1298861637 14 | ,,, 15 | 3,592,3.0,1298923247 16 | 3,593,3.0,1298921840 17 | 3,595,2.0,1298923260 18 | 3,0,3.0,1298924017 19 | 3,2762,3.5,1298922057 20 | 3,2841,4.0,1298861733 21 | 3,2858,-4.0,1298921825 22 | 3,2959,5.0,1298862874 23 | 4,34,5.0,949919556 24 | 4,112,5.0,949810582 25 | 4,1028,5.0,949949638 26 | 4,1030,5.0,949896377 27 | 4,1079,5.0, 28 | 4,1089,5.0,949895732 29 | 4,1097,5.0,949778771 30 | 4,-1,2.0,949982238 31 | 5,3176,123.5,1163374408 32 | ,4022,3.5,1163373696 33 | 5,4447,4.5,1163375033 34 | 5,4718,3.5,1163375131 35 | 5,30749,4.5,1163374702 36 | 6,111,6.0,1109258212 37 | 6,1250,4.5,1108134284 38 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2017 Franck Iutzeler 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /data/president_heights.csv: -------------------------------------------------------------------------------- 1 | order,name,height(cm) 2 | 1,George Washington,189 3 | 2,John Adams,170 4 | 3,Thomas Jefferson,189 5 | 4,James Madison,163 6 | 5,James Monroe,183 7 | 6,John Quincy Adams,171 8 | 7,Andrew Jackson,185 9 | 8,Martin Van Buren,168 10 | 9,William Henry Harrison,173 11 | 10,John Tyler,183 12 | 11,James K. Polk,173 13 | 12,Zachary Taylor,173 14 | 13,Millard Fillmore,175 15 | 14,Franklin Pierce,178 16 | 15,James Buchanan,183 17 | 16,Abraham Lincoln,193 18 | 17,Andrew Johnson,178 19 | 18,Ulysses S. Grant,173 20 | 19,Rutherford B. Hayes,174 21 | 20,James A. Garfield,183 22 | 21,Chester A. Arthur,183 23 | 23,Benjamin Harrison,168 24 | 25,William McKinley,170 25 | 26,Theodore Roosevelt,178 26 | 27,William Howard Taft,182 27 | 28,Woodrow Wilson,180 28 | 29,Warren G. Harding,183 29 | 30,Calvin Coolidge,178 30 | 31,Herbert Hoover,182 31 | 32,Franklin D. Roosevelt,188 32 | 33,Harry S. Truman,175 33 | 34,Dwight D. Eisenhower,179 34 | 35,John F. Kennedy,183 35 | 36,Lyndon B. Johnson,193 36 | 37,Richard Nixon,182 37 | 38,Gerald Ford,183 38 | 39,Jimmy Carter,177 39 | 40,Ronald Reagan,185 40 | 41,George H. W. Bush,188 41 | 42,Bill Clinton,188 42 | 43,George W. Bush,182 43 | 44,Barack Obama,185 44 | 45,Donald Trump,188 45 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |

Introduction to Python for Data Sciences

Franck Iutzeler
9 |

Outline

10 | 11 | 12 | 13 | ## Chap. 1 - Introduction to Python 14 | 15 | ### [Basics](1_Basics.ipynb) 16 | 17 | ## Chap. 2 - Python for Scientific Computing 18 | 19 | ### [NumPy and co.](2_Numpy_and_co.ipynb) 20 | 21 | 22 | ## Chap. 3 - Data Handling with Pandas 23 | 24 | ### [3.1 - Pandas](3-1_Pandas.ipynb) 25 | ### [3.2 - Dataframes](3-2_Dataframes.ipynb) 26 | ### [3.3 - Fancy Visualization with Seaborn](3-3_Fancy_Visualization_with_Seaborn.ipynb) 27 | 28 | ## Chap. 4 - Machine Learning with ScikitLearn 29 | 30 | ### [4.1 - Scikit Learn](4-1_Scikit_Learn.ipynb) 31 | ### [4.2 - Supervised Learning](4-2_Supervised_Learning.ipynb) 32 | ### [4.3 - Unsupervised Learning](4-3_Unsupervised_Learning.ipynb) 33 | ### [4.4 - Going Further](4-4_Going_Further.ipynb) 34 | 35 | 36 | 37 | ## Credits 38 | 39 | I am greatly indebted to many people and resources for this course 40 | * Alexandre Gramfort for his kind permission tu use some material from his course at Telecom Paris and his scikit-learn tutorial at SciPy 2016. 41 | * Adeline Leclerc Samson for giving me the opportunity of teaching this course. 42 | * Anatoli Juditski for his advice and the conception of the Operation research course. 43 | * The [Python Data Science Handbook](http://shop.oreilly.com/product/0636920034919.do) by Jake VanderPlas, see [on GitHub](https://github.com/jakevdp/PythonDataScienceHandbook). 44 | * Many users feedbacks. 45 | * the various docs and examples on the websites of Numpy, Scipy, CvxOpt, Pandas, Scikit Learn, TensorFlow 46 | * [Numpy's quickstart tutorial](https://docs.scipy.org/doc/numpy-dev/user/quickstart.html) 47 | * [Numpy for Matlab users](https://docs.sci 48 | -------------------------------------------------------------------------------- /data/student.txt: -------------------------------------------------------------------------------- 1 | # Attributes for both student-mat.csv (Math course) and student-por.csv (Portuguese language course) datasets: 2 | 1 sex - student's sex (binary: "F" - female or "M" - male) 3 | 2 age - student's age (numeric: from 15 to 22) 4 | 3 address - student's home address type (binary: "U" - urban or "R" - rural) 5 | 4 famsize - family size (binary: "LE3" - less or equal to 3 or "GT3" - greater than 3) 6 | 5 Pstatus - parent's cohabitation status (binary: "T" - living together or "A" - apart) 7 | 6 Medu - mother's education (numeric: 0 - none, 1 - primary education (4th grade), 2 – 5th to 9th grade, 3 – secondary education or 4 – higher education) 8 | 7 Fedu - father's education (numeric: 0 - none, 1 - primary education (4th grade), 2 – 5th to 9th grade, 3 – secondary education or 4 – higher education) 9 | 8 traveltime - home to school travel time (numeric: 1 - <15 min., 2 - 15 to 30 min., 3 - 30 min. to 1 hour, or 4 - >1 hour) 10 | 9 studytime - weekly study time (numeric: 1 - <2 hours, 2 - 2 to 5 hours, 3 - 5 to 10 hours, or 4 - >10 hours) 11 | 10 failures - number of past class failures (numeric: n if 1<=n<3, else 4) 12 | 11 schoolsup - extra educational support (binary: yes or no) 13 | 12 famsup - family educational support (binary: yes or no) 14 | 13 paid - extra paid classes within the course subject (Math or Portuguese) (binary: yes or no) 15 | 14 activities - extra-curricular activities (binary: yes or no) 16 | 15 nursery - attended nursery school (binary: yes or no) 17 | 16 higher - wants to take higher education (binary: yes or no) 18 | 17 internet - Internet access at home (binary: yes or no) 19 | 18 romantic - with a romantic relationship (binary: yes or no) 20 | 19 famrel - quality of family relationships (numeric: from 1 - very bad to 5 - excellent) 21 | 20 freetime - free time after school (numeric: from 1 - very low to 5 - very high) 22 | 21 goout - going out with friends (numeric: from 1 - very low to 5 - very high) 23 | 22 Dalc - workday alcohol consumption (numeric: from 1 - very low to 5 - very high) 24 | 23 Walc - weekend alcohol consumption (numeric: from 1 - very low to 5 - very high) 25 | 24 health - current health status (numeric: from 1 - very bad to 5 - very good) 26 | 25 absences - number of school absences (numeric: from 0 to 93) 27 | 26 G1 - first period grade (numeric: from 0 to 20) 28 | 27 G2 - second period grade (numeric: from 0 to 20) 29 | 30 | 28 G3 - final grade (numeric: from 0 to 20, output target) 31 | 32 | Additional note: there are several (382) students that belong to both datasets . 33 | These students can be identified by searching for identical attributes 34 | that characterize each student, as shown in the annexed R file. 35 | -------------------------------------------------------------------------------- /data/iris.csv: -------------------------------------------------------------------------------- 1 | sepal_length,sepal_width,petal_length,petal_width,species 2 | 5.1,3.5,1.4,0.2,setosa 3 | 4.9,3.0,1.4,0.2,setosa 4 | 4.7,3.2,1.3,0.2,setosa 5 | 4.6,3.1,1.5,0.2,setosa 6 | 5.0,3.6,1.4,0.2,setosa 7 | 5.4,3.9,1.7,0.4,setosa 8 | 4.6,3.4,1.4,0.3,setosa 9 | 5.0,3.4,1.5,0.2,setosa 10 | 4.4,2.9,1.4,0.2,setosa 11 | 4.9,3.1,1.5,0.1,setosa 12 | 5.4,3.7,1.5,0.2,setosa 13 | 4.8,3.4,1.6,0.2,setosa 14 | 4.8,3.0,1.4,0.1,setosa 15 | 4.3,3.0,1.1,0.1,setosa 16 | 5.8,4.0,1.2,0.2,setosa 17 | 5.7,4.4,1.5,0.4,setosa 18 | 5.4,3.9,1.3,0.4,setosa 19 | 5.1,3.5,1.4,0.3,setosa 20 | 5.7,3.8,1.7,0.3,setosa 21 | 5.1,3.8,1.5,0.3,setosa 22 | 5.4,3.4,1.7,0.2,setosa 23 | 5.1,3.7,1.5,0.4,setosa 24 | 4.6,3.6,1.0,0.2,setosa 25 | 5.1,3.3,1.7,0.5,setosa 26 | 4.8,3.4,1.9,0.2,setosa 27 | 5.0,3.0,1.6,0.2,setosa 28 | 5.0,3.4,1.6,0.4,setosa 29 | 5.2,3.5,1.5,0.2,setosa 30 | 5.2,3.4,1.4,0.2,setosa 31 | 4.7,3.2,1.6,0.2,setosa 32 | 4.8,3.1,1.6,0.2,setosa 33 | 5.4,3.4,1.5,0.4,setosa 34 | 5.2,4.1,1.5,0.1,setosa 35 | 5.5,4.2,1.4,0.2,setosa 36 | 4.9,3.1,1.5,0.2,setosa 37 | 5.0,3.2,1.2,0.2,setosa 38 | 5.5,3.5,1.3,0.2,setosa 39 | 4.9,3.6,1.4,0.1,setosa 40 | 4.4,3.0,1.3,0.2,setosa 41 | 5.1,3.4,1.5,0.2,setosa 42 | 5.0,3.5,1.3,0.3,setosa 43 | 4.5,2.3,1.3,0.3,setosa 44 | 4.4,3.2,1.3,0.2,setosa 45 | 5.0,3.5,1.6,0.6,setosa 46 | 5.1,3.8,1.9,0.4,setosa 47 | 4.8,3.0,1.4,0.3,setosa 48 | 5.1,3.8,1.6,0.2,setosa 49 | 4.6,3.2,1.4,0.2,setosa 50 | 5.3,3.7,1.5,0.2,setosa 51 | 5.0,3.3,1.4,0.2,setosa 52 | 7.0,3.2,4.7,1.4,versicolor 53 | 6.4,3.2,4.5,1.5,versicolor 54 | 6.9,3.1,4.9,1.5,versicolor 55 | 5.5,2.3,4.0,1.3,versicolor 56 | 6.5,2.8,4.6,1.5,versicolor 57 | 5.7,2.8,4.5,1.3,versicolor 58 | 6.3,3.3,4.7,1.6,versicolor 59 | 4.9,2.4,3.3,1.0,versicolor 60 | 6.6,2.9,4.6,1.3,versicolor 61 | 5.2,2.7,3.9,1.4,versicolor 62 | 5.0,2.0,3.5,1.0,versicolor 63 | 5.9,3.0,4.2,1.5,versicolor 64 | 6.0,2.2,4.0,1.0,versicolor 65 | 6.1,2.9,4.7,1.4,versicolor 66 | 5.6,2.9,3.6,1.3,versicolor 67 | 6.7,3.1,4.4,1.4,versicolor 68 | 5.6,3.0,4.5,1.5,versicolor 69 | 5.8,2.7,4.1,1.0,versicolor 70 | 6.2,2.2,4.5,1.5,versicolor 71 | 5.6,2.5,3.9,1.1,versicolor 72 | 5.9,3.2,4.8,1.8,versicolor 73 | 6.1,2.8,4.0,1.3,versicolor 74 | 6.3,2.5,4.9,1.5,versicolor 75 | 6.1,2.8,4.7,1.2,versicolor 76 | 6.4,2.9,4.3,1.3,versicolor 77 | 6.6,3.0,4.4,1.4,versicolor 78 | 6.8,2.8,4.8,1.4,versicolor 79 | 6.7,3.0,5.0,1.7,versicolor 80 | 6.0,2.9,4.5,1.5,versicolor 81 | 5.7,2.6,3.5,1.0,versicolor 82 | 5.5,2.4,3.8,1.1,versicolor 83 | 5.5,2.4,3.7,1.0,versicolor 84 | 5.8,2.7,3.9,1.2,versicolor 85 | 6.0,2.7,5.1,1.6,versicolor 86 | 5.4,3.0,4.5,1.5,versicolor 87 | 6.0,3.4,4.5,1.6,versicolor 88 | 6.7,3.1,4.7,1.5,versicolor 89 | 6.3,2.3,4.4,1.3,versicolor 90 | 5.6,3.0,4.1,1.3,versicolor 91 | 5.5,2.5,4.0,1.3,versicolor 92 | 5.5,2.6,4.4,1.2,versicolor 93 | 6.1,3.0,4.6,1.4,versicolor 94 | 5.8,2.6,4.0,1.2,versicolor 95 | 5.0,2.3,3.3,1.0,versicolor 96 | 5.6,2.7,4.2,1.3,versicolor 97 | 5.7,3.0,4.2,1.2,versicolor 98 | 5.7,2.9,4.2,1.3,versicolor 99 | 6.2,2.9,4.3,1.3,versicolor 100 | 5.1,2.5,3.0,1.1,versicolor 101 | 5.7,2.8,4.1,1.3,versicolor 102 | 6.3,3.3,6.0,2.5,virginica 103 | 5.8,2.7,5.1,1.9,virginica 104 | 7.1,3.0,5.9,2.1,virginica 105 | 6.3,2.9,5.6,1.8,virginica 106 | 6.5,3.0,5.8,2.2,virginica 107 | 7.6,3.0,6.6,2.1,virginica 108 | 4.9,2.5,4.5,1.7,virginica 109 | 7.3,2.9,6.3,1.8,virginica 110 | 6.7,2.5,5.8,1.8,virginica 111 | 7.2,3.6,6.1,2.5,virginica 112 | 6.5,3.2,5.1,2.0,virginica 113 | 6.4,2.7,5.3,1.9,virginica 114 | 6.8,3.0,5.5,2.1,virginica 115 | 5.7,2.5,5.0,2.0,virginica 116 | 5.8,2.8,5.1,2.4,virginica 117 | 6.4,3.2,5.3,2.3,virginica 118 | 6.5,3.0,5.5,1.8,virginica 119 | 7.7,3.8,6.7,2.2,virginica 120 | 7.7,2.6,6.9,2.3,virginica 121 | 6.0,2.2,5.0,1.5,virginica 122 | 6.9,3.2,5.7,2.3,virginica 123 | 5.6,2.8,4.9,2.0,virginica 124 | 7.7,2.8,6.7,2.0,virginica 125 | 6.3,2.7,4.9,1.8,virginica 126 | 6.7,3.3,5.7,2.1,virginica 127 | 7.2,3.2,6.0,1.8,virginica 128 | 6.2,2.8,4.8,1.8,virginica 129 | 6.1,3.0,4.9,1.8,virginica 130 | 6.4,2.8,5.6,2.1,virginica 131 | 7.2,3.0,5.8,1.6,virginica 132 | 7.4,2.8,6.1,1.9,virginica 133 | 7.9,3.8,6.4,2.0,virginica 134 | 6.4,2.8,5.6,2.2,virginica 135 | 6.3,2.8,5.1,1.5,virginica 136 | 6.1,2.6,5.6,1.4,virginica 137 | 7.7,3.0,6.1,2.3,virginica 138 | 6.3,3.4,5.6,2.4,virginica 139 | 6.4,3.1,5.5,1.8,virginica 140 | 6.0,3.0,4.8,1.8,virginica 141 | 6.9,3.1,5.4,2.1,virginica 142 | 6.7,3.1,5.6,2.4,virginica 143 | 6.9,3.1,5.1,2.3,virginica 144 | 5.8,2.7,5.1,1.9,virginica 145 | 6.8,3.2,5.9,2.3,virginica 146 | 6.7,3.3,5.7,2.5,virginica 147 | 6.7,3.0,5.2,2.3,virginica 148 | 6.3,2.5,5.0,1.9,virginica 149 | 6.5,3.0,5.2,2.0,virginica 150 | 6.2,3.4,5.4,2.3,virginica 151 | 5.9,3.0,5.1,1.8,virginica 152 | -------------------------------------------------------------------------------- /data/poems/poe-raven.txt: -------------------------------------------------------------------------------- 1 | 1845 2 | THE RAVEN 3 | by Edgar Allan Poe 4 | 5 | Once upon a midnight dreary, while I pondered, weak and weary, 6 | Over many a quaint and curious volume of forgotten lore, 7 | While I nodded, nearly napping, suddenly there came a tapping, 8 | As of some one gently rapping, rapping at my chamber door. 9 | "'Tis some visitor," I muttered, "tapping at my chamber door- 10 | Only this, and nothing more." 11 | 12 | Ah, distinctly I remember it was in the bleak December, 13 | And each separate dying ember wrought its ghost upon the floor. 14 | Eagerly I wished the morrow;- vainly I had sought to borrow 15 | From my books surcease of sorrow- sorrow for the lost Lenore- 16 | For the rare and radiant maiden whom the angels name Lenore- 17 | Nameless here for evermore. 18 | 19 | And the silken sad uncertain rustling of each purple curtain 20 | Thrilled me- filled me with fantastic terrors never felt before; 21 | So that now, to still the beating of my heart, I stood repeating, 22 | "'Tis some visitor entreating entrance at my chamber door- 23 | Some late visitor entreating entrance at my chamber door;- 24 | This it is, and nothing more." 25 | 26 | Presently my soul grew stronger; hesitating then no longer, 27 | "Sir," said I, "or Madam, truly your forgiveness I implore; 28 | But the fact is I was napping, and so gently you came rapping, 29 | And so faintly you came tapping, tapping at my chamber door, 30 | That I scarce was sure I heard you"- here I opened wide the door;- 31 | Darkness there, and nothing more. 32 | 33 | Deep into that darkness peering, long I stood there wondering, 34 | fearing, 35 | Doubting, dreaming dreams no mortals ever dared to dream before; 36 | But the silence was unbroken, and the stillness gave no token, 37 | And the only word there spoken was the whispered word, "Lenore!" 38 | This I whispered, and an echo murmured back the word, "Lenore!"- 39 | Merely this, and nothing more. 40 | 41 | Back into the chamber turning, all my soul within me burning, 42 | Soon again I heard a tapping somewhat louder than before. 43 | "Surely," said I, "surely that is something at my window lattice: 44 | Let me see, then, what thereat is, and this mystery explore- 45 | Let my heart be still a moment and this mystery explore;- 46 | 'Tis the wind and nothing more." 47 | 48 | Open here I flung the shutter, when, with many a flirt and 49 | flutter, 50 | In there stepped a stately raven of the saintly days of yore; 51 | Not the least obeisance made he; not a minute stopped or stayed 52 | he; 53 | But, with mien of lord or lady, perched above my chamber door- 54 | Perched upon a bust of Pallas just above my chamber door- 55 | Perched, and sat, and nothing more. 56 | 57 | Then this ebony bird beguiling my sad fancy into smiling, 58 | By the grave and stern decorum of the countenance it wore. 59 | "Though thy crest be shorn and shaven, thou," I said, "art sure no 60 | craven, 61 | Ghastly grim and ancient raven wandering from the Nightly shore- 62 | Tell me what thy lordly name is on the Night's Plutonian shore!" 63 | Quoth the Raven, "Nevermore." 64 | 65 | Much I marvelled this ungainly fowl to hear discourse so plainly, 66 | Though its answer little meaning- little relevancy bore; 67 | For we cannot help agreeing that no living human being 68 | Ever yet was blest with seeing bird above his chamber door- 69 | Bird or beast upon the sculptured bust above his chamber door, 70 | With such name as "Nevermore." 71 | 72 | But the raven, sitting lonely on the placid bust, spoke only 73 | That one word, as if his soul in that one word he did outpour. 74 | Nothing further then he uttered- not a feather then he fluttered- 75 | Till I scarcely more than muttered, "other friends have flown 76 | before- 77 | On the morrow he will leave me, as my hopes have flown before." 78 | Then the bird said, "Nevermore." 79 | 80 | Startled at the stillness broken by reply so aptly spoken, 81 | "Doubtless," said I, "what it utters is its only stock and store, 82 | Caught from some unhappy master whom unmerciful Disaster 83 | Followed fast and followed faster till his songs one burden bore- 84 | Till the dirges of his Hope that melancholy burden bore 85 | Of 'Never- nevermore'." 86 | 87 | But the Raven still beguiling all my fancy into smiling, 88 | Straight I wheeled a cushioned seat in front of bird, and bust and 89 | door; 90 | Then upon the velvet sinking, I betook myself to linking 91 | Fancy unto fancy, thinking what this ominous bird of yore- 92 | What this grim, ungainly, ghastly, gaunt and ominous bird of yore 93 | Meant in croaking "Nevermore." 94 | 95 | This I sat engaged in guessing, but no syllable expressing 96 | To the fowl whose fiery eyes now burned into my bosom's core; 97 | This and more I sat divining, with my head at ease reclining 98 | On the cushion's velvet lining that the lamplight gloated o'er, 99 | But whose velvet violet lining with the lamplight gloating o'er, 100 | She shall press, ah, nevermore! 101 | 102 | Then methought the air grew denser, perfumed from an unseen censer 103 | Swung by Seraphim whose footfalls tinkled on the tufted floor. 104 | "Wretch," I cried, "thy God hath lent thee- by these angels he 105 | hath sent thee 106 | Respite- respite and nepenthe, from thy memories of Lenore! 107 | Quaff, oh quaff this kind nepenthe and forget this lost Lenore!" 108 | Quoth the Raven, "Nevermore." 109 | 110 | "Prophet!" said I, "thing of evil!- prophet still, if bird or 111 | devil!- 112 | Whether Tempter sent, or whether tempest tossed thee here ashore, 113 | Desolate yet all undaunted, on this desert land enchanted- 114 | On this home by horror haunted- tell me truly, I implore- 115 | Is there- is there balm in Gilead?- tell me- tell me, I implore!" 116 | Quoth the Raven, "Nevermore." 117 | 118 | "Prophet!" said I, "thing of evil- prophet still, if bird or 119 | devil! 120 | By that Heaven that bends above us- by that God we both adore- 121 | Tell this soul with sorrow laden if, within the distant Aidenn, 122 | It shall clasp a sainted maiden whom the angels name Lenore- 123 | Clasp a rare and radiant maiden whom the angels name Lenore." 124 | Quoth the Raven, "Nevermore." 125 | 126 | "Be that word our sign in parting, bird or fiend," I shrieked, 127 | upstarting- 128 | "Get thee back into the tempest and the Night's Plutonian shore! 129 | Leave no black plume as a token of that lie thy soul hath spoken! 130 | Leave my loneliness unbroken!- quit the bust above my door! 131 | Take thy beak from out my heart, and take thy form from off my 132 | door!" 133 | Quoth the Raven, "Nevermore." 134 | 135 | And the Raven, never flitting, still is sitting, still is sitting 136 | On the pallid bust of Pallas just above my chamber door; 137 | And his eyes have all the seeming of a demon's that is dreaming, 138 | And the lamplight o'er him streaming throws his shadow on the 139 | floor; 140 | And my soul from out that shadow that lies floating on the floor 141 | Shall be lifted- nevermore! 142 | 143 | -THE END- 144 | . 145 | -------------------------------------------------------------------------------- /data/poems/poe-duc.txt: -------------------------------------------------------------------------------- 1 | 1850 2 | 3 | THE DUC DE L'OMLETTE 4 | 5 | by Edgar Allan Poe 6 | 7 | And stepped at once into a cooler clime. Cowper 8 | 9 | KEATS fell by a criticism. Who was it died of "The Andromache"?* 10 | Ignoble souls!- De L'Omelette perished of an ortolan. L'histoire en 11 | est breve. Assist me, Spirit of Apicius! 12 | 13 | *Montfleury. The author of the Parnasse Reforme makes him thus speak 14 | in Hades:- "L'homme donc qui voudrait savoir ce dont Je suis morte, 15 | qu'il ne demande pas si'l fut de fievre ou de podagre ou d'autre 16 | chose, mais qui'l entende que ce fut de 'L'Andromache.'" 17 | 18 | A golden cage bore the little winged wanderer, enamored, melting, 19 | indolent, to the Chaussee D'Antin, from its home in far Peru. From its 20 | queenly possessor La Bellissima, to the Duc De L'Omelette, six peers 21 | of the empire conveyed the happy bird. 22 | 23 | That night the Duc was to sup alone. In the privacy of his bureau he 24 | reclined languidly on that ottoman for which he sacrificed his loyalty 25 | in outbidding his king- the notorious ottoman of Cadet. 26 | 27 | He buries his face in the pillow. The clock strikes! Unable to 28 | restrain his feelings, his Grace swallows an olive. At this moment the 29 | door gently opens to the sound of soft music, and lo! the most 30 | delicate of birds is before the most enamored of men! But what 31 | inexpressible dismay now overshadows the countenance of the Duc?- 32 | "Horreur!- chien!- Baptiste!- l'oiseau! ah, bon Dieu! cet oiseau 33 | modeste que tu as deshabille de ses plumes, et que tu as servi sans 34 | papier!" It is superfluous to say more:- the Duc expired in a 35 | paroxysm of disgust. 36 | 37 | "Ha! ha! ha!" said his Grace on the third day after his decease. 38 | 39 | "He! he! he!" replied the Devil faintly, drawing himself up with 40 | an air of hauteur. 41 | 42 | "Why, surely you are not serious," retorted De L'Omelette. "I have 43 | sinned- c'est vrai- but, my good sir, consider!- you have no actual 44 | intention of putting such- such barbarous threats into execution." 45 | 46 | "No what?" said his majesty- "come, sir, strip!" 47 | 48 | "Strip, indeed! very pretty i' faith! no, sir, I shall not strip. 49 | Who are you, pray, that I, Duc De L'Omelette, Prince de Foie-Gras, 50 | just come of age, author of the 'Mazurkiad,' and Member of the 51 | Academy, should divest myself at your bidding of the sweetest 52 | pantaloons ever made by Bourdon, the daintiest robe-de-chambre ever 53 | put together by Rombert- to say nothing of the taking my hair out of 54 | paper- not to mention the trouble I should have in drawing off my 55 | gloves?" 56 | 57 | "Who am I?- ah, true! I am Baal-Zebub, Prince of the Fly. I took 58 | thee, just now, from a rose-wood coffin inlaid with ivory. Thou wast 59 | curiously scented, and labelled as per invoice. Belial sent thee,- my 60 | Inspector of Cemeteries. The pantaloons, which thou sayest were made 61 | by Bourdon, are an excellent pair of linen drawers, and thy 62 | robe-de-chambre is a shroud of no scanty dimensions." 63 | 64 | "Sir!" replied the Duc, "I am not to be insulted with impunity!- 65 | Sir! I shall take the earliest opportunity of avenging this insult!- 66 | Sir! you shall hear from me! in the meantime au revoir!"- and the Duc 67 | was bowing himself out of the Satanic presence, when he was 68 | interrupted and brought back by a gentleman in waiting. Hereupon his 69 | Grace rubbed his eyes, yawned, shrugged his shoulders, reflected. 70 | Having become satisfied of his identity, he took a bird's eye view of 71 | his whereabouts. 72 | 73 | The apartment was superb. Even De L'Omelette pronounced it bien 74 | comme il faut. It was not its length nor its breadth,- but its 75 | height- ah, that was appalling!- There was no ceiling- certainly none- 76 | but a dense whirling mass of fiery-colored clouds. His Grace's brain 77 | reeled as he glanced upward. From above, hung a chain of an unknown 78 | blood-red metal- its upper end lost, like the city of Boston, parmi 79 | les nues. From its nether extremity swung a large cresset. The Duc 80 | knew it to be a ruby; but from it there poured a light so intense, 81 | so still, so terrible, Persia never worshipped such- Gheber never 82 | imagined such- Mussulman never dreamed of such when, drugged with 83 | opium, he has tottered to a bed of poppies, his back to the flowers, 84 | and his face to the God Apollo. The Duc muttered a slight oath, 85 | decidedly approbatory. 86 | 87 | The corners of the room were rounded into niches. Three of these 88 | were filled with statues of gigantic proportions. Their beauty was 89 | Grecian, their deformity Egyptian, their tout ensemble French. In 90 | the fourth niche the statue was veiled; it was not colossal. But 91 | then there was a taper ankle, a sandalled foot. De L'Omelette 92 | pressed his hand upon his heart, closed his eyes, raised them, and 93 | caught his Satanic Majesty- in a blush. 94 | 95 | But the paintings!- Kupris! Astarte! Astoreth!- a thousand and the 96 | same! And Rafaelle has beheld them! Yes, Rafaelle has been here, for 97 | did he not paint the ---? and was he not consequently damned? The 98 | paintings- the paintings! O luxury! O love!- who, gazing on those 99 | forbidden beauties, shall have eyes for the dainty devices of the 100 | golden frames that besprinkled, like stars, the hyacinth and the 101 | porphyry walls? 102 | 103 | But the Duc's heart is fainting within him. He is not, however, as 104 | you suppose, dizzy with magnificence, nor drunk with the ecstatic 105 | breath of those innumerable censers. C'est vrai que de toutes ces 106 | choses il a pense beaucoup- mais! The Duc De L'Omelette is 107 | terror-stricken; for, through the lurid vista which a single 108 | uncurtained window is affording, lo! gleams the most ghastly of all 109 | fires! 110 | 111 | Le pauvre Duc! He could not help imagining that the glorious, the 112 | voluptuous, the never-dying melodies which pervaded that hall, as they 113 | passed filtered and transmuted through the alchemy of the enchanted 114 | window-panes, were the wailings and the howlings of the hopeless and 115 | the damned! And there, too!- there!- upon the ottoman!- who could he 116 | be?- he, the petitmaitre- no, the Deity- who sat as if carved in 117 | marble, et qui sourit, with his pale countenance, si amerement? 118 | 119 | Mais il faut agir- that is to say, a Frenchman never faints 120 | outright. Besides, his Grace hated a scene- De L'Omelette is himself 121 | again. There were some foils upon a table- some points also. The Duc 122 | s'echapper. He measures two points, and, with a grace inimitable, 123 | offers his Majesty the choice. Horreur! his Majesty does not fence! 124 | 125 | Mais il joue!- how happy a thought!- but his Grace had always an 126 | excellent memory. He had dipped in the "Diable" of Abbe Gualtier. 127 | Therein it is said "que le Diable n'ose pas refuser un jeu d'ecarte." 128 | 129 | But the chances- the chances! True- desperate: but scarcely more 130 | desperate than the Duc. Besides, was he not in the secret?- had he 131 | not skimmed over Pere Le Brun?- was he not a member of the Club 132 | Vingt-un? "Si je perds," said he, "je serai deux fois perdu- I shall 133 | be doubly dammed- voila tout! (Here his Grace shrugged his 134 | shoulders.) Si je gagne, je reviendrai a mes ortolans- que les cartes 135 | soient preparees!" 136 | 137 | His Grace was all care, all attention- his Majesty all confidence. 138 | A spectator would have thought of Francis and Charles. His Grace 139 | thought of his game. His Majesty did not think; he shuffled. The Duc 140 | cut. 141 | 142 | The cards were dealt. The trump is turned- it is- it is- the king! 143 | No- it was the queen. His Majesty cursed her masculine habiliments. 144 | De L'Omelette placed his hand upon his heart. 145 | 146 | They play. The Duc counts. The hand is out. His Majesty counts 147 | heavily, smiles, and is taking wine. The Duc slips a card. 148 | 149 | "C'est a vous a faire," said his Majesty, cutting. His Grace 150 | bowed, dealt, and arose from the table en presentant le Roi. 151 | 152 | His Majesty looked chagrined. 153 | 154 | Had Alexander not been Alexander, he would have been Diogenes; and 155 | the Duc assured his antagonist in taking leave, "que s'il n'eut ete De 156 | L'Omelette il n'aurait point d'objection d'etre le Diable." 157 | 158 | -THE END- 159 | . 160 | -------------------------------------------------------------------------------- /data/ml-small/README.txt: -------------------------------------------------------------------------------- 1 | Summary 2 | ======= 3 | 4 | This dataset (ml-latest-small) describes 5-star rating and free-text tagging activity from [MovieLens](http://movielens.org), a movie recommendation service. It contains 100004 ratings and 1296 tag applications across 9125 movies. These data were created by 671 users between January 09, 1995 and October 16, 2016. This dataset was generated on October 17, 2016. 5 | 6 | Users were selected at random for inclusion. All selected users had rated at least 20 movies. No demographic information is included. Each user is represented by an id, and no other information is provided. 7 | 8 | The data are contained in the files `links.csv`, `movies.csv`, `ratings.csv` and `tags.csv`. More details about the contents and use of all these files follows. 9 | 10 | This is a *development* dataset. As such, it may change over time and is not an appropriate dataset for shared research results. See available *benchmark* datasets if that is your intent. 11 | 12 | This and other GroupLens data sets are publicly available for download at . 13 | 14 | 15 | Usage License 16 | ============= 17 | 18 | Neither the University of Minnesota nor any of the researchers involved can guarantee the correctness of the data, its suitability for any particular purpose, or the validity of results based on the use of the data set. The data set may be used for any research purposes under the following conditions: 19 | 20 | * The user may not state or imply any endorsement from the University of Minnesota or the GroupLens Research Group. 21 | * The user must acknowledge the use of the data set in publications resulting from the use of the data set (see below for citation information). 22 | * The user may redistribute the data set, including transformations, so long as it is distributed under these same license conditions. 23 | * The user may not use this information for any commercial or revenue-bearing purposes without first obtaining permission from a faculty member of the GroupLens Research Project at the University of Minnesota. 24 | * The executable software scripts are provided "as is" without warranty of any kind, either expressed or implied, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose. The entire risk as to the quality and performance of them is with you. Should the program prove defective, you assume the cost of all necessary servicing, repair or correction. 25 | 26 | In no event shall the University of Minnesota, its affiliates or employees be liable to you for any damages arising out of the use or inability to use these programs (including but not limited to loss of data or data being rendered inaccurate). 27 | 28 | If you have any further questions or comments, please email 29 | 30 | 31 | Citation 32 | ======== 33 | 34 | To acknowledge use of the dataset in publications, please cite the following paper: 35 | 36 | > F. Maxwell Harper and Joseph A. Konstan. 2015. The MovieLens Datasets: History and Context. ACM Transactions on Interactive Intelligent Systems (TiiS) 5, 4, Article 19 (December 2015), 19 pages. DOI= 37 | 38 | 39 | Further Information About GroupLens 40 | =================================== 41 | 42 | GroupLens is a research group in the Department of Computer Science and Engineering at the University of Minnesota. Since its inception in 1992, GroupLens's research projects have explored a variety of fields including: 43 | 44 | * recommender systems 45 | * online communities 46 | * mobile and ubiquitious technologies 47 | * digital libraries 48 | * local geographic information systems 49 | 50 | GroupLens Research operates a movie recommender based on collaborative filtering, MovieLens, which is the source of these data. We encourage you to visit to try it out! If you have exciting ideas for experimental work to conduct on MovieLens, send us an email at - we are always interested in working with external collaborators. 51 | 52 | 53 | Content and Use of Files 54 | ======================== 55 | 56 | Formatting and Encoding 57 | ----------------------- 58 | 59 | The dataset files are written as [comma-separated values](http://en.wikipedia.org/wiki/Comma-separated_values) files with a single header row. Columns that contain commas (`,`) are escaped using double-quotes (`"`). These files are encoded as UTF-8. If accented characters in movie titles or tag values (e.g. Misérables, Les (1995)) display incorrectly, make sure that any program reading the data, such as a text editor, terminal, or script, is configured for UTF-8. 60 | 61 | User Ids 62 | -------- 63 | 64 | MovieLens users were selected at random for inclusion. Their ids have been anonymized. User ids are consistent between `ratings.csv` and `tags.csv` (i.e., the same id refers to the same user across the two files). 65 | 66 | Movie Ids 67 | --------- 68 | 69 | Only movies with at least one rating or tag are included in the dataset. These movie ids are consistent with those used on the MovieLens web site (e.g., id `1` corresponds to the URL ). Movie ids are consistent between `ratings.csv`, `tags.csv`, `movies.csv`, and `links.csv` (i.e., the same id refers to the same movie across these four data files). 70 | 71 | 72 | Ratings Data File Structure (ratings.csv) 73 | ----------------------------------------- 74 | 75 | All ratings are contained in the file `ratings.csv`. Each line of this file after the header row represents one rating of one movie by one user, and has the following format: 76 | 77 | userId,movieId,rating,timestamp 78 | 79 | The lines within this file are ordered first by userId, then, within user, by movieId. 80 | 81 | Ratings are made on a 5-star scale, with half-star increments (0.5 stars - 5.0 stars). 82 | 83 | Timestamps represent seconds since midnight Coordinated Universal Time (UTC) of January 1, 1970. 84 | 85 | Tags Data File Structure (tags.csv) 86 | ----------------------------------- 87 | 88 | All tags are contained in the file `tags.csv`. Each line of this file after the header row represents one tag applied to one movie by one user, and has the following format: 89 | 90 | userId,movieId,tag,timestamp 91 | 92 | The lines within this file are ordered first by userId, then, within user, by movieId. 93 | 94 | Tags are user-generated metadata about movies. Each tag is typically a single word or short phrase. The meaning, value, and purpose of a particular tag is determined by each user. 95 | 96 | Timestamps represent seconds since midnight Coordinated Universal Time (UTC) of January 1, 1970. 97 | 98 | Movies Data File Structure (movies.csv) 99 | --------------------------------------- 100 | 101 | Movie information is contained in the file `movies.csv`. Each line of this file after the header row represents one movie, and has the following format: 102 | 103 | movieId,title,genres 104 | 105 | Movie titles are entered manually or imported from , and include the year of release in parentheses. Errors and inconsistencies may exist in these titles. 106 | 107 | Genres are a pipe-separated list, and are selected from the following: 108 | 109 | * Action 110 | * Adventure 111 | * Animation 112 | * Children's 113 | * Comedy 114 | * Crime 115 | * Documentary 116 | * Drama 117 | * Fantasy 118 | * Film-Noir 119 | * Horror 120 | * Musical 121 | * Mystery 122 | * Romance 123 | * Sci-Fi 124 | * Thriller 125 | * War 126 | * Western 127 | * (no genres listed) 128 | 129 | Links Data File Structure (links.csv) 130 | --------------------------------------- 131 | 132 | Identifiers that can be used to link to other sources of movie data are contained in the file `links.csv`. Each line of this file after the header row represents one movie, and has the following format: 133 | 134 | movieId,imdbId,tmdbId 135 | 136 | movieId is an identifier for movies used by . E.g., the movie Toy Story has the link . 137 | 138 | imdbId is an identifier for movies used by . E.g., the movie Toy Story has the link . 139 | 140 | tmdbId is an identifier for movies used by . E.g., the movie Toy Story has the link . 141 | 142 | Use of the resources listed above is subject to the terms of each provider. 143 | 144 | Cross-Validation 145 | ---------------- 146 | 147 | Prior versions of the MovieLens dataset included either pre-computed cross-folds or scripts to perform this computation. We no longer bundle either of these features with the dataset, since most modern toolkits provide this as a built-in feature. If you wish to learn about standard approaches to cross-fold computation in the context of recommender systems evaluation, see [LensKit](http://lenskit.org) for tools, documentation, and open-source code examples. 148 | -------------------------------------------------------------------------------- /data/house_prices/data_description.txt: -------------------------------------------------------------------------------- 1 | MSSubClass: Identifies the type of dwelling involved in the sale. 2 | 3 | 20 1-STORY 1946 & NEWER ALL STYLES 4 | 30 1-STORY 1945 & OLDER 5 | 40 1-STORY W/FINISHED ATTIC ALL AGES 6 | 45 1-1/2 STORY - UNFINISHED ALL AGES 7 | 50 1-1/2 STORY FINISHED ALL AGES 8 | 60 2-STORY 1946 & NEWER 9 | 70 2-STORY 1945 & OLDER 10 | 75 2-1/2 STORY ALL AGES 11 | 80 SPLIT OR MULTI-LEVEL 12 | 85 SPLIT FOYER 13 | 90 DUPLEX - ALL STYLES AND AGES 14 | 120 1-STORY PUD (Planned Unit Development) - 1946 & NEWER 15 | 150 1-1/2 STORY PUD - ALL AGES 16 | 160 2-STORY PUD - 1946 & NEWER 17 | 180 PUD - MULTILEVEL - INCL SPLIT LEV/FOYER 18 | 190 2 FAMILY CONVERSION - ALL STYLES AND AGES 19 | 20 | MSZoning: Identifies the general zoning classification of the sale. 21 | 22 | A Agriculture 23 | C Commercial 24 | FV Floating Village Residential 25 | I Industrial 26 | RH Residential High Density 27 | RL Residential Low Density 28 | RP Residential Low Density Park 29 | RM Residential Medium Density 30 | 31 | LotFrontage: Linear feet of street connected to property 32 | 33 | LotArea: Lot size in square feet 34 | 35 | Street: Type of road access to property 36 | 37 | Grvl Gravel 38 | Pave Paved 39 | 40 | Alley: Type of alley access to property 41 | 42 | Grvl Gravel 43 | Pave Paved 44 | NA No alley access 45 | 46 | LotShape: General shape of property 47 | 48 | Reg Regular 49 | IR1 Slightly irregular 50 | IR2 Moderately Irregular 51 | IR3 Irregular 52 | 53 | LandContour: Flatness of the property 54 | 55 | Lvl Near Flat/Level 56 | Bnk Banked - Quick and significant rise from street grade to building 57 | HLS Hillside - Significant slope from side to side 58 | Low Depression 59 | 60 | Utilities: Type of utilities available 61 | 62 | AllPub All public Utilities (E,G,W,& S) 63 | NoSewr Electricity, Gas, and Water (Septic Tank) 64 | NoSeWa Electricity and Gas Only 65 | ELO Electricity only 66 | 67 | LotConfig: Lot configuration 68 | 69 | Inside Inside lot 70 | Corner Corner lot 71 | CulDSac Cul-de-sac 72 | FR2 Frontage on 2 sides of property 73 | FR3 Frontage on 3 sides of property 74 | 75 | LandSlope: Slope of property 76 | 77 | Gtl Gentle slope 78 | Mod Moderate Slope 79 | Sev Severe Slope 80 | 81 | Neighborhood: Physical locations within Ames city limits 82 | 83 | Blmngtn Bloomington Heights 84 | Blueste Bluestem 85 | BrDale Briardale 86 | BrkSide Brookside 87 | ClearCr Clear Creek 88 | CollgCr College Creek 89 | Crawfor Crawford 90 | Edwards Edwards 91 | Gilbert Gilbert 92 | IDOTRR Iowa DOT and Rail Road 93 | MeadowV Meadow Village 94 | Mitchel Mitchell 95 | Names North Ames 96 | NoRidge Northridge 97 | NPkVill Northpark Villa 98 | NridgHt Northridge Heights 99 | NWAmes Northwest Ames 100 | OldTown Old Town 101 | SWISU South & West of Iowa State University 102 | Sawyer Sawyer 103 | SawyerW Sawyer West 104 | Somerst Somerset 105 | StoneBr Stone Brook 106 | Timber Timberland 107 | Veenker Veenker 108 | 109 | Condition1: Proximity to various conditions 110 | 111 | Artery Adjacent to arterial street 112 | Feedr Adjacent to feeder street 113 | Norm Normal 114 | RRNn Within 200' of North-South Railroad 115 | RRAn Adjacent to North-South Railroad 116 | PosN Near positive off-site feature--park, greenbelt, etc. 117 | PosA Adjacent to postive off-site feature 118 | RRNe Within 200' of East-West Railroad 119 | RRAe Adjacent to East-West Railroad 120 | 121 | Condition2: Proximity to various conditions (if more than one is present) 122 | 123 | Artery Adjacent to arterial street 124 | Feedr Adjacent to feeder street 125 | Norm Normal 126 | RRNn Within 200' of North-South Railroad 127 | RRAn Adjacent to North-South Railroad 128 | PosN Near positive off-site feature--park, greenbelt, etc. 129 | PosA Adjacent to postive off-site feature 130 | RRNe Within 200' of East-West Railroad 131 | RRAe Adjacent to East-West Railroad 132 | 133 | BldgType: Type of dwelling 134 | 135 | 1Fam Single-family Detached 136 | 2FmCon Two-family Conversion; originally built as one-family dwelling 137 | Duplx Duplex 138 | TwnhsE Townhouse End Unit 139 | TwnhsI Townhouse Inside Unit 140 | 141 | HouseStyle: Style of dwelling 142 | 143 | 1Story One story 144 | 1.5Fin One and one-half story: 2nd level finished 145 | 1.5Unf One and one-half story: 2nd level unfinished 146 | 2Story Two story 147 | 2.5Fin Two and one-half story: 2nd level finished 148 | 2.5Unf Two and one-half story: 2nd level unfinished 149 | SFoyer Split Foyer 150 | SLvl Split Level 151 | 152 | OverallQual: Rates the overall material and finish of the house 153 | 154 | 10 Very Excellent 155 | 9 Excellent 156 | 8 Very Good 157 | 7 Good 158 | 6 Above Average 159 | 5 Average 160 | 4 Below Average 161 | 3 Fair 162 | 2 Poor 163 | 1 Very Poor 164 | 165 | OverallCond: Rates the overall condition of the house 166 | 167 | 10 Very Excellent 168 | 9 Excellent 169 | 8 Very Good 170 | 7 Good 171 | 6 Above Average 172 | 5 Average 173 | 4 Below Average 174 | 3 Fair 175 | 2 Poor 176 | 1 Very Poor 177 | 178 | YearBuilt: Original construction date 179 | 180 | YearRemodAdd: Remodel date (same as construction date if no remodeling or additions) 181 | 182 | RoofStyle: Type of roof 183 | 184 | Flat Flat 185 | Gable Gable 186 | Gambrel Gabrel (Barn) 187 | Hip Hip 188 | Mansard Mansard 189 | Shed Shed 190 | 191 | RoofMatl: Roof material 192 | 193 | ClyTile Clay or Tile 194 | CompShg Standard (Composite) Shingle 195 | Membran Membrane 196 | Metal Metal 197 | Roll Roll 198 | Tar&Grv Gravel & Tar 199 | WdShake Wood Shakes 200 | WdShngl Wood Shingles 201 | 202 | Exterior1st: Exterior covering on house 203 | 204 | AsbShng Asbestos Shingles 205 | AsphShn Asphalt Shingles 206 | BrkComm Brick Common 207 | BrkFace Brick Face 208 | CBlock Cinder Block 209 | CemntBd Cement Board 210 | HdBoard Hard Board 211 | ImStucc Imitation Stucco 212 | MetalSd Metal Siding 213 | Other Other 214 | Plywood Plywood 215 | PreCast PreCast 216 | Stone Stone 217 | Stucco Stucco 218 | VinylSd Vinyl Siding 219 | Wd Sdng Wood Siding 220 | WdShing Wood Shingles 221 | 222 | Exterior2nd: Exterior covering on house (if more than one material) 223 | 224 | AsbShng Asbestos Shingles 225 | AsphShn Asphalt Shingles 226 | BrkComm Brick Common 227 | BrkFace Brick Face 228 | CBlock Cinder Block 229 | CemntBd Cement Board 230 | HdBoard Hard Board 231 | ImStucc Imitation Stucco 232 | MetalSd Metal Siding 233 | Other Other 234 | Plywood Plywood 235 | PreCast PreCast 236 | Stone Stone 237 | Stucco Stucco 238 | VinylSd Vinyl Siding 239 | Wd Sdng Wood Siding 240 | WdShing Wood Shingles 241 | 242 | MasVnrType: Masonry veneer type 243 | 244 | BrkCmn Brick Common 245 | BrkFace Brick Face 246 | CBlock Cinder Block 247 | None None 248 | Stone Stone 249 | 250 | MasVnrArea: Masonry veneer area in square feet 251 | 252 | ExterQual: Evaluates the quality of the material on the exterior 253 | 254 | Ex Excellent 255 | Gd Good 256 | TA Average/Typical 257 | Fa Fair 258 | Po Poor 259 | 260 | ExterCond: Evaluates the present condition of the material on the exterior 261 | 262 | Ex Excellent 263 | Gd Good 264 | TA Average/Typical 265 | Fa Fair 266 | Po Poor 267 | 268 | Foundation: Type of foundation 269 | 270 | BrkTil Brick & Tile 271 | CBlock Cinder Block 272 | PConc Poured Contrete 273 | Slab Slab 274 | Stone Stone 275 | Wood Wood 276 | 277 | BsmtQual: Evaluates the height of the basement 278 | 279 | Ex Excellent (100+ inches) 280 | Gd Good (90-99 inches) 281 | TA Typical (80-89 inches) 282 | Fa Fair (70-79 inches) 283 | Po Poor (<70 inches 284 | NA No Basement 285 | 286 | BsmtCond: Evaluates the general condition of the basement 287 | 288 | Ex Excellent 289 | Gd Good 290 | TA Typical - slight dampness allowed 291 | Fa Fair - dampness or some cracking or settling 292 | Po Poor - Severe cracking, settling, or wetness 293 | NA No Basement 294 | 295 | BsmtExposure: Refers to walkout or garden level walls 296 | 297 | Gd Good Exposure 298 | Av Average Exposure (split levels or foyers typically score average or above) 299 | Mn Mimimum Exposure 300 | No No Exposure 301 | NA No Basement 302 | 303 | BsmtFinType1: Rating of basement finished area 304 | 305 | GLQ Good Living Quarters 306 | ALQ Average Living Quarters 307 | BLQ Below Average Living Quarters 308 | Rec Average Rec Room 309 | LwQ Low Quality 310 | Unf Unfinshed 311 | NA No Basement 312 | 313 | BsmtFinSF1: Type 1 finished square feet 314 | 315 | BsmtFinType2: Rating of basement finished area (if multiple types) 316 | 317 | GLQ Good Living Quarters 318 | ALQ Average Living Quarters 319 | BLQ Below Average Living Quarters 320 | Rec Average Rec Room 321 | LwQ Low Quality 322 | Unf Unfinshed 323 | NA No Basement 324 | 325 | BsmtFinSF2: Type 2 finished square feet 326 | 327 | BsmtUnfSF: Unfinished square feet of basement area 328 | 329 | TotalBsmtSF: Total square feet of basement area 330 | 331 | Heating: Type of heating 332 | 333 | Floor Floor Furnace 334 | GasA Gas forced warm air furnace 335 | GasW Gas hot water or steam heat 336 | Grav Gravity furnace 337 | OthW Hot water or steam heat other than gas 338 | Wall Wall furnace 339 | 340 | HeatingQC: Heating quality and condition 341 | 342 | Ex Excellent 343 | Gd Good 344 | TA Average/Typical 345 | Fa Fair 346 | Po Poor 347 | 348 | CentralAir: Central air conditioning 349 | 350 | N No 351 | Y Yes 352 | 353 | Electrical: Electrical system 354 | 355 | SBrkr Standard Circuit Breakers & Romex 356 | FuseA Fuse Box over 60 AMP and all Romex wiring (Average) 357 | FuseF 60 AMP Fuse Box and mostly Romex wiring (Fair) 358 | FuseP 60 AMP Fuse Box and mostly knob & tube wiring (poor) 359 | Mix Mixed 360 | 361 | 1stFlrSF: First Floor square feet 362 | 363 | 2ndFlrSF: Second floor square feet 364 | 365 | LowQualFinSF: Low quality finished square feet (all floors) 366 | 367 | GrLivArea: Above grade (ground) living area square feet 368 | 369 | BsmtFullBath: Basement full bathrooms 370 | 371 | BsmtHalfBath: Basement half bathrooms 372 | 373 | FullBath: Full bathrooms above grade 374 | 375 | HalfBath: Half baths above grade 376 | 377 | Bedroom: Bedrooms above grade (does NOT include basement bedrooms) 378 | 379 | Kitchen: Kitchens above grade 380 | 381 | KitchenQual: Kitchen quality 382 | 383 | Ex Excellent 384 | Gd Good 385 | TA Typical/Average 386 | Fa Fair 387 | Po Poor 388 | 389 | TotRmsAbvGrd: Total rooms above grade (does not include bathrooms) 390 | 391 | Functional: Home functionality (Assume typical unless deductions are warranted) 392 | 393 | Typ Typical Functionality 394 | Min1 Minor Deductions 1 395 | Min2 Minor Deductions 2 396 | Mod Moderate Deductions 397 | Maj1 Major Deductions 1 398 | Maj2 Major Deductions 2 399 | Sev Severely Damaged 400 | Sal Salvage only 401 | 402 | Fireplaces: Number of fireplaces 403 | 404 | FireplaceQu: Fireplace quality 405 | 406 | Ex Excellent - Exceptional Masonry Fireplace 407 | Gd Good - Masonry Fireplace in main level 408 | TA Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement 409 | Fa Fair - Prefabricated Fireplace in basement 410 | Po Poor - Ben Franklin Stove 411 | NA No Fireplace 412 | 413 | GarageType: Garage location 414 | 415 | 2Types More than one type of garage 416 | Attchd Attached to home 417 | Basment Basement Garage 418 | BuiltIn Built-In (Garage part of house - typically has room above garage) 419 | CarPort Car Port 420 | Detchd Detached from home 421 | NA No Garage 422 | 423 | GarageYrBlt: Year garage was built 424 | 425 | GarageFinish: Interior finish of the garage 426 | 427 | Fin Finished 428 | RFn Rough Finished 429 | Unf Unfinished 430 | NA No Garage 431 | 432 | GarageCars: Size of garage in car capacity 433 | 434 | GarageArea: Size of garage in square feet 435 | 436 | GarageQual: Garage quality 437 | 438 | Ex Excellent 439 | Gd Good 440 | TA Typical/Average 441 | Fa Fair 442 | Po Poor 443 | NA No Garage 444 | 445 | GarageCond: Garage condition 446 | 447 | Ex Excellent 448 | Gd Good 449 | TA Typical/Average 450 | Fa Fair 451 | Po Poor 452 | NA No Garage 453 | 454 | PavedDrive: Paved driveway 455 | 456 | Y Paved 457 | P Partial Pavement 458 | N Dirt/Gravel 459 | 460 | WoodDeckSF: Wood deck area in square feet 461 | 462 | OpenPorchSF: Open porch area in square feet 463 | 464 | EnclosedPorch: Enclosed porch area in square feet 465 | 466 | 3SsnPorch: Three season porch area in square feet 467 | 468 | ScreenPorch: Screen porch area in square feet 469 | 470 | PoolArea: Pool area in square feet 471 | 472 | PoolQC: Pool quality 473 | 474 | Ex Excellent 475 | Gd Good 476 | TA Average/Typical 477 | Fa Fair 478 | NA No Pool 479 | 480 | Fence: Fence quality 481 | 482 | GdPrv Good Privacy 483 | MnPrv Minimum Privacy 484 | GdWo Good Wood 485 | MnWw Minimum Wood/Wire 486 | NA No Fence 487 | 488 | MiscFeature: Miscellaneous feature not covered in other categories 489 | 490 | Elev Elevator 491 | Gar2 2nd Garage (if not described in garage section) 492 | Othr Other 493 | Shed Shed (over 100 SF) 494 | TenC Tennis Court 495 | NA None 496 | 497 | MiscVal: $Value of miscellaneous feature 498 | 499 | MoSold: Month Sold (MM) 500 | 501 | YrSold: Year Sold (YYYY) 502 | 503 | SaleType: Type of sale 504 | 505 | WD Warranty Deed - Conventional 506 | CWD Warranty Deed - Cash 507 | VWD Warranty Deed - VA Loan 508 | New Home just constructed and sold 509 | COD Court Officer Deed/Estate 510 | Con Contract 15% Down payment regular terms 511 | ConLw Contract Low Down payment and low interest 512 | ConLI Contract Low Interest 513 | ConLD Contract Low Down 514 | Oth Other 515 | 516 | SaleCondition: Condition of sale 517 | 518 | Normal Normal Sale 519 | Abnorml Abnormal Sale - trade, foreclosure, short sale 520 | AdjLand Adjoining Land Purchase 521 | Alloca Allocation - two linked properties with separate deeds, typically condo with a garage unit 522 | Family Sale between family members 523 | Partial Home was not completed when last assessed (associated with New Homes) 524 | -------------------------------------------------------------------------------- /data/titanic/test.csv: -------------------------------------------------------------------------------- 1 | PassengerId,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked 2 | 892,3,"Kelly, Mr. James",male,34.5,0,0,330911,7.8292,,Q 3 | 893,3,"Wilkes, Mrs. James (Ellen Needs)",female,47,1,0,363272,7,,S 4 | 894,2,"Myles, Mr. Thomas Francis",male,62,0,0,240276,9.6875,,Q 5 | 895,3,"Wirz, Mr. Albert",male,27,0,0,315154,8.6625,,S 6 | 896,3,"Hirvonen, Mrs. Alexander (Helga E Lindqvist)",female,22,1,1,3101298,12.2875,,S 7 | 897,3,"Svensson, Mr. Johan Cervin",male,14,0,0,7538,9.225,,S 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M,15,U,GT3,T,2,2,1,1,0,yes,yes,no,no,yes,yes,yes,no,5,4,1,1,1,1,0,8,8,11 46 | F,16,U,LE3,T,2,2,2,2,1,yes,no,no,yes,yes,yes,yes,no,4,3,3,2,2,5,14,10,10,9 47 | F,15,U,LE3,A,4,3,1,2,0,yes,yes,yes,yes,yes,yes,yes,yes,5,2,2,1,1,5,8,8,8,6 48 | F,16,U,LE3,A,3,3,1,2,0,no,yes,no,no,yes,yes,yes,no,2,3,5,1,4,3,12,11,12,11 49 | M,16,U,GT3,T,4,3,1,4,0,no,no,no,yes,yes,yes,yes,no,4,2,2,1,1,2,4,19,19,20 50 | M,15,U,GT3,T,4,2,1,2,0,no,yes,yes,no,yes,yes,no,no,4,3,3,2,2,5,2,15,15,14 51 | F,15,U,GT3,T,4,4,1,2,1,yes,yes,no,yes,no,yes,yes,no,4,4,4,1,1,3,2,7,7,7 52 | F,16,U,LE3,T,2,2,3,2,0,no,yes,yes,no,yes,yes,yes,no,4,3,3,2,3,4,2,12,13,13 53 | F,15,U,LE3,T,4,2,1,2,0,no,yes,yes,no,yes,yes,yes,no,4,3,3,1,1,5,2,11,13,13 54 | M,15,U,LE3,A,4,2,2,1,1,no,no,no,no,yes,yes,no,no,5,5,5,3,4,5,6,11,11,10 55 | F,15,U,GT3,T,4,4,1,1,0,yes,yes,yes,no,yes,yes,yes,no,3,3,4,2,3,5,0,8,10,11 56 | F,15,U,LE3,A,3,3,1,1,0,no,no,yes,no,yes,yes,yes,no,5,3,4,4,4,1,6,10,13,13 57 | F,16,U,GT3,A,2,1,1,2,0,no,no,yes,yes,yes,yes,yes,yes,5,3,4,1,1,2,8,8,9,10 58 | F,15,U,GT3,A,4,3,1,2,0,no,yes,yes,yes,yes,yes,yes,no,4,3,2,1,1,1,0,14,15,15 59 | M,15,U,GT3,T,4,4,1,2,0,no,yes,no,yes,yes,yes,no,no,3,2,2,1,1,5,4,14,15,15 60 | M,15,U,LE3,T,1,2,1,2,0,yes,yes,no,yes,yes,yes,yes,no,4,3,2,1,1,5,2,9,10,9 61 | F,16,U,GT3,T,4,2,1,2,0,no,yes,no,no,yes,yes,yes,no,4,2,3,1,1,5,2,15,16,16 62 | F,16,R,GT3,T,4,4,1,2,0,no,yes,no,yes,yes,yes,no,no,2,4,4,2,3,4,6,10,11,11 63 | F,16,U,GT3,T,1,1,4,1,0,yes,yes,no,yes,no,yes,yes,yes,5,5,5,5,5,5,6,10,8,11 64 | F,16,U,LE3,T,1,2,1,2,0,yes,no,no,yes,yes,yes,yes,no,4,4,3,1,1,1,4,8,10,9 65 | F,16,U,GT3,T,4,3,1,3,0,yes,yes,yes,yes,yes,yes,yes,no,3,4,4,2,4,4,2,10,9,9 66 | F,15,U,LE3,T,4,3,1,2,0,yes,no,no,yes,yes,yes,yes,yes,4,4,4,2,4,2,0,10,10,10 67 | F,16,U,LE3,T,4,3,3,2,0,no,yes,no,yes,yes,yes,yes,no,5,4,3,1,2,1,2,16,15,15 68 | M,15,U,GT3,A,4,4,1,4,0,no,yes,no,yes,no,yes,yes,yes,1,3,3,5,5,3,4,13,13,12 69 | F,16,U,GT3,T,3,1,1,4,0,yes,yes,yes,no,yes,yes,yes,no,4,3,3,1,2,5,4,7,7,6 70 | F,15,R,LE3,T,2,2,2,2,0,yes,yes,yes,no,yes,yes,yes,no,4,1,3,1,3,4,2,8,9,8 71 | F,15,R,LE3,T,3,1,2,4,0,no,yes,no,no,no,yes,yes,no,4,4,2,2,3,3,12,16,16,16 72 | M,16,U,GT3,T,3,1,2,4,0,no,yes,yes,no,yes,yes,yes,no,4,3,2,1,1,5,0,13,15,15 73 | M,15,U,GT3,T,4,2,1,4,0,no,no,no,no,yes,yes,yes,no,3,3,3,1,1,3,0,10,10,10 74 | F,15,R,GT3,T,1,1,1,2,2,yes,yes,no,no,no,yes,yes,yes,3,3,4,2,4,5,2,8,6,5 75 | M,16,U,GT3,T,3,1,1,1,0,no,no,no,yes,yes,yes,no,no,5,3,2,2,2,5,2,12,12,14 76 | F,16,U,GT3,T,3,3,1,2,0,yes,yes,yes,yes,yes,yes,yes,no,4,3,3,2,4,5,54,11,12,11 77 | M,15,U,GT3,T,4,3,1,2,0,no,yes,yes,yes,yes,yes,yes,no,4,3,3,2,3,5,6,9,9,10 78 | M,15,U,GT3,T,4,0,2,4,0,no,no,no,yes,yes,yes,yes,no,3,4,3,1,1,1,8,11,11,10 79 | F,16,U,GT3,T,2,2,1,4,0,no,no,yes,no,yes,yes,yes,yes,5,2,3,1,3,3,0,11,11,11 80 | M,17,U,GT3,T,2,1,2,1,3,yes,yes,no,yes,yes,no,yes,no,4,5,1,1,1,3,2,8,8,10 81 | F,16,U,GT3,T,3,4,1,2,0,no,yes,no,no,yes,yes,yes,no,2,4,3,1,2,3,12,5,5,5 82 | M,15,U,GT3,T,2,3,1,1,0,yes,yes,yes,yes,no,yes,yes,yes,3,2,2,1,3,3,2,10,12,12 83 | M,15,U,GT3,T,2,3,1,3,0,yes,no,yes,no,no,yes,yes,no,5,3,2,1,2,5,4,11,10,11 84 | F,15,U,LE3,T,3,2,1,2,0,no,yes,yes,no,yes,yes,yes,no,4,4,4,1,1,5,10,7,6,6 85 | M,15,U,LE3,T,2,2,2,2,0,no,no,yes,yes,yes,yes,yes,no,5,3,3,1,3,4,4,15,15,15 86 | F,15,U,GT3,T,1,1,1,2,0,no,yes,no,yes,no,yes,yes,no,4,3,2,2,3,4,2,9,10,10 87 | F,15,U,GT3,T,4,4,2,2,2,no,no,yes,no,yes,yes,yes,yes,4,4,4,2,3,5,6,7,9,8 88 | F,16,U,LE3,T,2,2,1,2,0,no,yes,no,no,yes,yes,no,no,4,3,4,1,2,2,4,8,7,6 89 | F,15,U,GT3,T,4,2,1,3,0,no,yes,no,yes,yes,yes,yes,no,5,3,3,1,3,1,4,13,14,14 90 | M,16,U,GT3,T,2,2,2,2,1,no,no,yes,yes,no,yes,yes,no,4,4,2,1,1,3,12,11,10,10 91 | M,16,U,LE3,A,4,4,1,2,0,no,yes,no,no,yes,yes,no,no,4,1,3,3,5,5,18,8,6,7 92 | F,16,U,GT3,T,3,3,1,3,0,no,yes,yes,no,yes,yes,yes,yes,4,3,3,1,3,4,0,7,7,8 93 | F,15,U,GT3,T,4,3,1,1,0,no,no,yes,yes,yes,yes,yes,no,4,5,5,1,3,1,4,16,17,18 94 | F,16,U,LE3,T,3,1,1,2,0,yes,yes,no,no,yes,yes,no,no,3,3,3,2,3,2,4,7,6,6 95 | F,16,U,GT3,T,4,2,2,2,0,no,yes,yes,yes,yes,yes,yes,no,5,3,3,1,1,1,0,11,10,10 96 | M,15,U,LE3,T,2,2,1,4,0,no,yes,no,yes,yes,yes,yes,no,4,3,4,1,1,4,6,11,13,14 97 | F,15,R,GT3,T,1,1,2,4,1,yes,yes,yes,yes,yes,yes,yes,no,3,1,2,1,1,1,2,7,10,10 98 | M,16,R,GT3,T,4,3,2,1,0,yes,yes,no,yes,no,yes,yes,no,3,3,3,1,1,4,2,11,15,15 99 | F,16,U,GT3,T,2,1,1,2,0,no,yes,yes,no,yes,yes,no,yes,4,3,5,1,1,5,2,8,9,10 100 | F,16,U,GT3,T,4,4,1,1,0,no,no,no,yes,no,yes,yes,no,5,3,4,1,2,1,6,11,14,14 101 | F,16,U,GT3,T,4,3,1,3,0,yes,yes,yes,no,yes,yes,yes,no,5,3,5,1,1,3,0,7,9,8 102 | M,16,U,GT3,T,4,4,1,1,0,yes,yes,yes,yes,yes,yes,yes,no,4,5,5,5,5,4,14,7,7,5 103 | M,16,U,GT3,T,4,4,1,3,0,no,yes,no,yes,yes,yes,yes,yes,4,4,3,1,1,4,0,16,17,17 104 | M,15,U,GT3,T,4,4,1,1,0,no,yes,no,yes,no,yes,yes,no,5,3,3,1,1,5,4,10,13,14 105 | F,15,U,GT3,T,3,2,2,2,0,yes,yes,yes,no,yes,yes,yes,no,4,3,5,1,1,2,26,7,6,6 106 | M,15,U,GT3,A,3,4,1,2,0,no,yes,yes,yes,yes,yes,yes,no,5,4,4,1,1,1,0,16,18,18 107 | F,15,U,GT3,A,3,3,1,4,0,yes,no,no,no,yes,yes,no,no,4,3,3,1,1,4,10,10,11,11 108 | F,15,U,GT3,T,2,2,1,4,0,yes,yes,yes,no,yes,yes,yes,no,5,1,2,1,1,3,8,7,8,8 109 | M,16,U,GT3,T,3,3,1,3,0,no,yes,no,yes,yes,yes,yes,no,5,3,3,1,1,5,2,16,18,18 110 | M,15,R,GT3,T,4,4,4,4,0,no,yes,yes,yes,yes,yes,yes,yes,1,3,5,3,5,1,6,10,13,13 111 | F,16,U,LE3,T,4,4,1,3,0,no,yes,yes,yes,yes,yes,yes,yes,5,4,5,1,1,4,4,14,15,16 112 | M,15,U,LE3,A,4,4,1,1,0,no,no,no,yes,yes,yes,yes,no,5,5,3,1,1,4,6,18,19,19 113 | F,16,R,GT3,T,3,3,1,3,1,yes,yes,no,yes,yes,yes,yes,no,4,1,2,1,1,2,0,7,10,10 114 | F,16,U,GT3,T,2,2,1,2,1,yes,no,no,yes,yes,yes,yes,no,3,1,2,1,1,5,6,10,13,13 115 | M,15,U,LE3,T,4,2,1,1,0,no,no,no,no,yes,yes,yes,no,3,5,2,1,1,3,10,18,19,19 116 | M,15,R,GT3,T,2,1,1,2,0,no,no,no,yes,yes,yes,yes,yes,5,4,2,1,1,5,8,9,9,9 117 | M,16,U,GT3,T,4,4,1,2,0,no,yes,no,yes,yes,yes,yes,no,5,4,4,1,2,5,2,15,15,16 118 | M,15,U,GT3,T,4,4,2,2,0,no,yes,no,yes,yes,yes,no,no,4,4,3,1,1,2,2,11,13,14 119 | M,16,U,GT3,T,3,3,2,1,0,no,no,no,yes,yes,yes,yes,no,5,4,2,1,1,5,0,13,14,13 120 | M,17,R,GT3,T,1,3,3,2,1,no,yes,no,yes,yes,yes,yes,no,5,2,4,1,4,5,20,9,7,8 121 | M,15,U,GT3,T,3,4,1,1,0,no,no,no,no,yes,yes,yes,no,3,4,3,1,2,4,6,14,13,13 122 | F,15,U,GT3,T,1,2,1,2,0,no,no,no,no,no,yes,yes,no,3,2,3,1,2,1,2,16,15,15 123 | M,15,U,GT3,T,2,2,1,4,0,no,yes,yes,yes,yes,yes,yes,no,5,5,4,1,2,5,6,16,14,15 124 | F,16,U,LE3,T,2,4,2,2,0,no,yes,yes,yes,yes,yes,yes,yes,4,2,2,1,2,5,2,13,13,13 125 | M,16,U,GT3,T,4,4,1,1,0,no,yes,no,yes,yes,yes,yes,no,3,4,4,1,4,5,18,14,11,13 126 | F,16,U,GT3,T,2,2,1,2,0,no,no,yes,no,yes,yes,yes,yes,5,4,4,1,1,5,0,8,7,8 127 | M,15,U,GT3,T,3,4,1,1,0,yes,no,no,no,yes,yes,yes,no,5,5,5,3,2,5,0,13,13,12 128 | F,15,U,LE3,A,3,4,1,2,0,yes,no,no,yes,yes,yes,yes,yes,5,3,2,1,1,1,0,7,10,11 129 | F,19,U,GT3,T,0,1,1,2,3,no,yes,no,no,no,no,no,no,3,4,2,1,1,5,2,7,8,9 130 | M,18,R,GT3,T,2,2,1,1,2,no,yes,no,yes,yes,yes,yes,no,3,3,3,1,2,4,0,7,4,0 131 | M,16,R,GT3,T,4,4,1,1,0,no,no,yes,yes,yes,yes,yes,no,3,5,5,2,5,4,8,18,18,18 132 | F,15,R,GT3,T,3,4,2,3,2,no,yes,no,no,yes,yes,yes,yes,4,2,2,2,2,5,0,12,0,0 133 | F,15,U,GT3,T,1,1,3,1,0,no,yes,no,yes,no,yes,yes,yes,4,3,3,1,2,4,0,8,0,0 134 | F,17,U,LE3,T,2,2,1,1,0,no,yes,no,no,yes,yes,yes,yes,3,4,4,1,3,5,12,10,13,12 135 | F,16,U,GT3,A,3,4,1,1,0,no,no,no,no,yes,yes,yes,no,3,2,1,1,4,5,16,12,11,11 136 | M,15,R,GT3,T,3,4,4,2,0,no,yes,no,no,yes,yes,no,yes,5,3,3,1,1,5,0,9,0,0 137 | F,15,U,GT3,T,4,4,1,3,0,no,yes,no,yes,yes,yes,yes,yes,4,3,3,1,1,5,0,11,0,0 138 | M,17,R,GT3,T,3,4,3,2,0,no,no,no,no,yes,yes,no,no,5,4,5,2,4,5,0,10,0,0 139 | F,16,U,GT3,A,3,3,2,1,2,no,yes,no,yes,no,yes,yes,yes,4,3,2,1,1,5,0,4,0,0 140 | M,16,U,LE3,T,1,1,1,2,1,no,no,no,no,yes,yes,no,yes,4,4,4,1,3,5,0,14,12,12 141 | F,15,U,GT3,T,4,4,2,1,0,no,no,no,yes,yes,yes,yes,no,4,3,2,1,1,5,0,16,16,15 142 | M,15,U,GT3,T,4,3,2,4,0,yes,yes,no,no,yes,yes,yes,no,2,2,2,1,1,3,0,7,9,0 143 | M,16,U,LE3,T,2,2,2,1,2,no,yes,no,yes,yes,yes,yes,no,2,3,3,2,2,2,8,9,9,9 144 | F,15,U,GT3,T,4,4,1,3,0,no,yes,yes,yes,yes,yes,yes,no,4,2,2,1,1,5,2,9,11,11 145 | F,16,U,LE3,T,1,1,1,1,0,no,no,no,no,yes,yes,yes,no,3,4,4,3,3,1,2,14,14,13 146 | M,17,U,GT3,T,2,1,1,1,3,no,yes,no,no,yes,yes,yes,no,5,4,5,1,2,5,0,5,0,0 147 | F,15,U,GT3,T,1,1,1,2,0,no,yes,yes,no,yes,yes,yes,no,4,4,2,1,2,5,0,8,11,11 148 | F,15,U,GT3,T,3,2,1,2,3,no,yes,no,no,yes,yes,yes,no,3,3,2,1,1,3,0,6,7,0 149 | F,15,U,GT3,T,1,2,1,2,0,no,yes,yes,no,no,yes,yes,no,4,3,2,1,1,5,2,10,11,11 150 | M,16,U,GT3,T,4,4,1,1,0,no,yes,no,no,yes,no,yes,yes,3,3,2,2,1,5,0,7,6,0 151 | M,15,U,LE3,A,2,1,4,1,3,no,no,no,no,yes,yes,yes,no,4,5,5,2,5,5,0,8,9,10 152 | M,18,U,LE3,T,1,1,1,1,3,no,no,no,no,yes,no,yes,yes,2,3,5,2,5,4,0,6,5,0 153 | M,16,U,LE3,T,2,1,1,1,1,no,no,no,yes,yes,yes,no,yes,4,4,4,3,5,5,6,12,13,14 154 | F,15,R,GT3,T,3,3,2,3,2,no,yes,yes,yes,yes,yes,yes,yes,4,2,1,2,3,3,8,10,10,10 155 | M,19,U,GT3,T,3,2,1,1,3,no,yes,no,no,yes,no,yes,yes,4,5,4,1,1,4,0,5,0,0 156 | F,17,U,GT3,T,4,4,1,1,0,yes,yes,no,no,yes,yes,no,yes,4,2,1,1,1,4,0,11,11,12 157 | M,15,R,GT3,T,2,3,1,2,0,yes,no,yes,yes,yes,yes,no,no,4,4,4,1,1,1,2,11,8,8 158 | M,17,R,LE3,T,1,2,1,1,0,no,no,no,no,yes,yes,no,no,2,2,2,3,3,5,8,16,12,13 159 | F,18,R,GT3,T,1,1,3,1,3,no,yes,no,yes,no,yes,no,no,5,2,5,1,5,4,6,9,8,10 160 | M,16,R,GT3,T,2,2,3,1,0,no,no,no,no,no,yes,no,no,4,2,2,1,2,3,2,17,15,15 161 | M,16,U,GT3,T,3,3,1,2,1,no,yes,yes,no,yes,yes,yes,yes,4,5,5,4,4,5,4,10,12,12 162 | M,17,R,LE3,T,2,1,2,1,2,no,no,no,yes,yes,no,yes,yes,3,3,2,2,2,5,0,7,6,0 163 | M,15,R,GT3,T,3,2,2,2,2,yes,yes,no,no,yes,yes,yes,yes,4,4,4,1,4,3,6,5,9,7 164 | M,16,U,LE3,T,1,2,2,1,1,no,no,no,yes,yes,yes,no,no,4,4,4,2,4,5,0,7,0,0 165 | M,17,U,GT3,T,1,3,1,1,0,no,no,no,no,yes,no,yes,no,5,3,3,1,4,2,2,10,10,10 166 | M,17,R,LE3,T,1,1,4,2,3,no,no,no,yes,yes,no,no,yes,5,3,5,1,5,5,0,5,8,7 167 | M,16,U,GT3,T,3,2,2,1,1,no,yes,no,yes,no,no,no,no,4,5,2,1,1,2,16,12,11,12 168 | M,16,U,GT3,T,2,2,1,2,0,no,no,no,no,yes,no,yes,no,4,3,5,2,4,4,4,10,10,10 169 | F,16,U,GT3,T,4,2,1,2,0,no,no,yes,no,yes,yes,yes,yes,4,2,3,1,1,3,0,14,15,16 170 | F,16,U,GT3,T,2,2,1,2,0,no,yes,yes,no,no,yes,yes,no,5,1,5,1,1,4,0,6,7,0 171 | F,16,U,GT3,T,4,4,1,2,0,no,yes,yes,no,yes,yes,yes,yes,4,4,2,1,1,3,0,14,14,14 172 | M,16,U,GT3,T,3,4,3,1,2,no,yes,no,yes,no,yes,yes,no,3,4,5,2,4,2,0,6,5,0 173 | M,16,U,GT3,T,1,0,2,2,0,no,yes,yes,yes,yes,yes,yes,yes,4,3,2,1,1,3,2,13,15,16 174 | M,17,U,LE3,T,4,4,1,2,0,no,yes,yes,yes,yes,yes,yes,no,4,4,4,1,3,5,0,13,11,10 175 | F,16,U,GT3,T,1,3,1,2,3,no,no,no,yes,no,yes,yes,yes,4,3,5,1,1,3,0,8,7,0 176 | F,16,U,LE3,T,3,3,2,2,0,no,yes,yes,yes,yes,yes,yes,no,4,4,5,1,1,4,4,10,11,9 177 | M,17,U,LE3,T,4,3,2,2,0,no,no,yes,yes,yes,yes,yes,no,4,4,4,4,4,4,4,10,9,9 178 | F,16,U,GT3,T,2,2,2,2,0,no,no,yes,yes,no,yes,yes,no,3,4,4,1,4,5,2,13,13,11 179 | M,17,U,GT3,T,3,3,1,2,0,no,no,no,yes,no,yes,yes,no,4,3,4,1,4,4,4,6,5,6 180 | M,16,R,GT3,T,4,2,1,1,0,no,yes,no,yes,yes,yes,yes,yes,4,3,3,3,4,3,10,10,8,9 181 | M,17,U,GT3,T,4,3,1,2,0,no,yes,no,yes,yes,yes,yes,yes,5,2,3,1,1,2,4,10,10,11 182 | M,16,U,GT3,T,4,3,1,2,0,no,yes,yes,yes,yes,yes,yes,no,3,4,3,2,3,3,10,9,8,8 183 | M,16,U,GT3,T,3,3,1,2,0,no,no,yes,yes,yes,yes,yes,yes,4,2,3,1,2,3,2,12,13,12 184 | F,17,U,GT3,T,2,4,1,2,0,no,yes,no,yes,yes,yes,no,no,5,4,2,2,3,5,0,16,17,17 185 | F,17,U,LE3,T,3,3,1,2,0,no,yes,no,yes,yes,yes,yes,yes,5,3,3,2,3,1,56,9,9,8 186 | F,16,U,GT3,T,3,2,1,2,0,no,yes,yes,no,yes,yes,yes,no,1,2,2,1,2,1,14,12,13,12 187 | M,17,U,GT3,T,3,3,1,2,0,no,yes,no,yes,yes,yes,yes,yes,4,3,4,2,3,4,12,12,12,11 188 | M,16,U,GT3,T,1,2,1,1,0,no,yes,yes,yes,yes,yes,yes,yes,3,3,3,1,2,3,2,11,12,11 189 | M,16,U,LE3,T,2,1,1,2,0,no,no,yes,yes,yes,yes,yes,yes,4,2,3,1,2,5,0,15,15,15 190 | F,17,U,GT3,A,3,3,1,2,0,no,yes,no,no,no,yes,yes,yes,3,3,3,1,3,3,6,8,7,9 191 | M,17,R,GT3,T,1,2,1,2,0,no,no,no,no,yes,yes,no,no,3,1,3,1,5,3,4,8,9,10 192 | F,16,U,GT3,T,2,3,1,2,0,no,no,no,no,yes,yes,yes,no,4,3,3,1,1,2,10,11,12,13 193 | F,17,U,GT3,T,1,1,1,2,0,no,no,no,yes,yes,yes,yes,no,5,3,3,1,1,3,0,8,8,9 194 | M,17,U,GT3,T,1,2,2,2,0,no,no,yes,yes,no,yes,yes,no,4,4,4,4,5,5,12,7,8,8 195 | M,16,R,GT3,T,3,3,1,1,0,no,yes,no,yes,yes,yes,yes,no,4,3,2,3,4,5,8,8,9,10 196 | M,16,U,GT3,T,2,3,2,1,0,no,no,no,no,yes,yes,yes,no,5,3,3,1,1,3,0,13,14,14 197 | F,17,U,LE3,T,2,4,1,2,0,no,no,no,yes,yes,yes,yes,yes,4,3,2,1,1,5,0,14,15,15 198 | M,17,U,GT3,T,4,4,1,1,0,no,no,no,no,yes,yes,yes,no,5,2,3,1,2,5,4,17,15,16 199 | M,16,R,LE3,T,3,3,3,1,0,no,yes,yes,yes,yes,yes,yes,no,3,3,4,3,5,3,8,9,9,10 200 | F,17,U,GT3,T,4,4,2,1,1,no,yes,no,no,yes,yes,yes,no,4,2,4,2,3,2,24,18,18,18 201 | F,16,U,LE3,T,4,4,1,2,0,no,yes,yes,no,yes,yes,yes,no,4,5,2,1,2,3,0,9,9,10 202 | F,16,U,GT3,T,4,3,1,2,0,no,yes,no,yes,yes,yes,yes,no,4,3,5,1,5,2,2,16,16,16 203 | F,16,U,GT3,T,2,3,1,2,0,yes,yes,yes,yes,yes,yes,no,no,4,4,3,1,3,4,6,8,10,10 204 | F,17,U,GT3,T,1,1,1,2,0,no,yes,yes,no,no,yes,no,no,4,4,4,1,3,1,4,9,9,10 205 | F,17,R,GT3,T,2,2,1,1,0,no,yes,no,no,yes,yes,yes,no,5,3,2,1,2,3,18,7,6,6 206 | F,16,R,GT3,T,2,2,2,4,0,no,yes,yes,yes,no,yes,yes,no,5,3,5,1,1,5,6,10,10,11 207 | F,17,U,GT3,T,3,4,1,3,1,no,yes,yes,no,yes,yes,yes,yes,4,4,3,3,4,5,28,10,9,9 208 | F,16,U,GT3,A,3,1,1,2,3,no,yes,yes,no,yes,yes,yes,no,2,3,3,2,2,4,5,7,7,7 209 | F,16,U,GT3,T,4,3,1,2,0,no,no,yes,yes,yes,yes,yes,yes,1,3,2,1,1,1,10,11,12,13 210 | F,16,U,GT3,T,1,1,2,1,0,no,yes,yes,no,yes,yes,no,no,4,3,2,1,4,5,6,9,9,10 211 | F,17,R,GT3,T,4,3,2,3,0,no,yes,yes,yes,yes,yes,yes,yes,4,4,2,1,1,4,6,7,7,7 212 | F,19,U,GT3,T,3,3,1,4,0,no,yes,yes,yes,yes,yes,yes,no,4,3,3,1,2,3,10,8,8,8 213 | M,17,U,LE3,T,4,4,1,2,0,no,yes,yes,no,yes,yes,yes,yes,5,3,5,4,5,3,13,12,12,13 214 | F,16,U,GT3,A,2,2,1,2,0,yes,yes,yes,no,yes,yes,yes,no,3,3,4,1,1,4,0,12,13,14 215 | M,18,U,GT3,T,2,2,1,2,1,no,yes,yes,yes,yes,yes,yes,no,4,4,4,2,4,5,15,6,7,8 216 | F,17,R,LE3,T,4,4,1,1,0,no,yes,yes,no,yes,yes,no,no,5,2,1,1,2,3,12,8,10,10 217 | F,17,U,LE3,T,3,2,2,2,0,no,no,yes,no,yes,yes,yes,no,4,4,4,1,3,1,2,14,15,15 218 | F,17,U,GT3,T,4,3,1,2,2,no,no,yes,no,yes,yes,yes,yes,3,4,5,2,4,1,22,6,6,4 219 | M,18,U,LE3,T,3,3,1,2,1,no,yes,yes,no,yes,yes,yes,no,3,2,4,2,4,4,13,6,6,8 220 | F,17,U,GT3,T,2,3,2,1,0,no,yes,yes,no,yes,yes,no,no,3,3,3,1,4,3,3,7,7,8 221 | F,17,U,GT3,T,2,2,1,3,0,no,yes,yes,yes,yes,yes,yes,no,4,3,3,1,1,4,4,9,10,10 222 | F,17,R,GT3,T,2,1,2,2,0,no,yes,no,yes,yes,yes,yes,no,4,2,5,1,2,5,2,6,6,6 223 | F,17,U,GT3,T,1,1,1,3,1,no,yes,no,yes,yes,yes,no,yes,4,3,4,1,1,5,0,6,5,0 224 | F,16,U,GT3,T,2,3,1,2,0,yes,no,no,no,yes,yes,yes,no,2,3,1,1,1,3,2,16,16,17 225 | M,18,U,GT3,T,2,2,2,2,0,no,yes,yes,no,yes,yes,yes,no,3,3,3,5,5,4,0,12,13,13 226 | F,16,U,GT3,T,4,4,1,3,0,no,yes,no,yes,no,yes,yes,no,5,3,2,1,1,5,0,13,13,14 227 | F,18,R,GT3,T,3,1,1,2,1,no,no,no,yes,yes,yes,yes,yes,5,3,3,1,1,4,16,9,8,7 228 | F,17,U,GT3,T,3,2,1,2,0,no,no,no,yes,no,yes,yes,no,5,3,4,1,3,3,10,16,15,15 229 | M,17,U,LE3,T,2,3,1,2,0,no,yes,yes,no,no,yes,yes,no,5,3,3,1,3,3,2,12,11,12 230 | M,18,U,LE3,T,2,1,4,2,0,yes,yes,yes,yes,yes,yes,yes,yes,4,3,2,4,5,3,14,10,8,9 231 | F,17,U,GT3,A,2,1,2,3,0,no,no,no,yes,yes,yes,yes,yes,3,2,3,1,2,3,10,12,10,12 232 | F,17,U,LE3,T,4,3,1,2,0,no,no,no,yes,yes,yes,yes,yes,3,2,3,1,2,3,14,13,13,14 233 | M,17,R,GT3,T,2,2,2,2,0,no,yes,yes,yes,yes,yes,yes,no,4,5,2,1,1,1,4,11,11,11 234 | M,17,U,GT3,T,4,4,1,2,0,yes,yes,no,yes,yes,yes,yes,yes,4,5,5,1,3,2,14,11,9,9 235 | M,16,U,GT3,T,4,4,1,2,0,no,yes,yes,yes,yes,yes,yes,no,4,2,4,2,4,1,2,14,13,13 236 | M,16,U,LE3,T,1,1,2,2,0,no,yes,yes,no,yes,yes,yes,no,3,4,2,1,1,5,18,9,7,6 237 | M,16,U,GT3,T,3,2,2,3,0,no,no,no,yes,yes,yes,yes,yes,5,3,3,1,3,2,10,11,9,10 238 | M,17,U,LE3,T,2,2,1,2,0,no,no,yes,yes,no,yes,yes,yes,4,4,2,5,5,4,4,14,13,13 239 | F,16,U,GT3,T,2,1,1,1,0,no,no,no,no,yes,yes,yes,yes,4,5,2,1,1,5,20,13,12,12 240 | F,17,R,GT3,T,2,1,3,2,0,no,no,no,yes,yes,yes,no,no,2,1,1,1,1,3,2,13,11,11 241 | M,18,U,GT3,T,2,2,1,2,1,no,no,no,no,yes,no,yes,no,5,5,4,3,5,2,0,7,7,0 242 | M,17,U,LE3,T,4,3,2,2,0,no,no,no,yes,yes,yes,yes,yes,2,5,5,1,4,5,14,12,12,12 243 | M,17,R,LE3,A,4,4,2,2,0,no,yes,yes,no,yes,yes,yes,no,3,3,3,2,3,4,2,10,11,12 244 | M,16,U,LE3,T,4,3,1,1,0,no,no,no,yes,no,yes,yes,no,5,4,5,1,1,3,0,6,0,0 245 | M,16,U,GT3,T,4,4,1,1,0,no,no,no,yes,yes,yes,yes,no,5,3,2,1,2,5,0,13,12,12 246 | F,18,U,GT3,T,2,1,2,3,0,no,yes,yes,no,no,yes,yes,yes,4,4,4,1,1,3,0,7,0,0 247 | M,16,U,GT3,T,2,1,3,1,0,no,no,no,no,yes,yes,yes,no,4,3,3,1,1,4,6,18,18,18 248 | M,17,U,GT3,T,2,3,2,1,0,no,no,no,no,yes,yes,yes,no,5,2,2,1,1,2,4,12,12,13 249 | M,22,U,GT3,T,3,1,1,1,3,no,no,no,no,no,no,yes,yes,5,4,5,5,5,1,16,6,8,8 250 | M,18,R,LE3,T,3,3,1,2,1,no,yes,no,no,yes,yes,yes,yes,4,3,3,1,3,5,8,3,5,5 251 | M,16,U,GT3,T,0,2,1,1,0,no,no,yes,no,no,yes,yes,no,4,3,2,2,4,5,0,13,15,15 252 | M,18,U,GT3,T,3,2,2,1,1,no,no,no,no,yes,no,yes,no,4,4,5,2,4,5,0,6,8,8 253 | M,16,U,GT3,T,3,3,3,2,0,yes,yes,no,no,no,yes,yes,no,5,3,3,1,3,2,6,7,10,10 254 | M,18,U,GT3,T,2,1,1,1,1,no,no,no,no,no,no,yes,no,3,2,5,2,5,5,4,6,9,8 255 | M,16,R,GT3,T,2,1,2,1,0,no,no,no,yes,no,yes,no,no,3,3,2,1,3,3,0,8,9,8 256 | M,17,R,GT3,T,2,1,1,1,0,no,no,no,no,no,yes,yes,no,4,4,2,2,4,5,0,8,12,12 257 | M,17,U,LE3,T,1,1,2,1,1,no,yes,no,yes,yes,yes,yes,no,4,4,4,1,2,5,2,7,9,8 258 | F,17,U,LE3,T,4,2,1,4,0,no,yes,yes,yes,yes,yes,yes,no,4,2,3,1,1,4,6,14,12,13 259 | M,19,U,LE3,A,4,3,1,2,0,no,yes,no,no,yes,yes,yes,no,4,3,1,1,1,1,12,11,11,11 260 | M,18,U,GT3,T,2,1,1,2,0,no,no,no,yes,yes,yes,yes,no,5,2,4,1,2,4,8,15,14,14 261 | F,17,U,LE3,T,2,2,1,4,0,no,no,yes,yes,yes,yes,yes,yes,3,4,1,1,1,2,0,10,9,0 262 | F,18,U,GT3,T,4,3,1,2,0,no,yes,yes,no,yes,yes,yes,yes,3,1,2,1,3,2,21,17,18,18 263 | M,18,U,GT3,T,4,3,1,2,0,no,yes,yes,no,no,yes,yes,no,4,3,2,1,1,3,2,8,8,8 264 | M,18,R,GT3,T,3,2,1,3,0,no,no,no,yes,no,yes,no,no,5,3,2,1,1,3,1,13,12,12 265 | F,17,U,GT3,T,3,3,1,3,0,no,no,no,yes,no,yes,no,no,3,2,3,1,1,4,4,10,9,9 266 | F,18,U,GT3,T,2,2,1,3,0,no,yes,yes,yes,yes,yes,yes,yes,4,3,3,1,1,3,0,9,10,0 267 | M,18,R,LE3,A,3,4,2,2,0,no,yes,yes,yes,yes,yes,yes,no,4,2,5,3,4,1,13,17,17,17 268 | M,17,U,GT3,T,3,1,1,2,0,no,no,yes,yes,yes,yes,yes,yes,5,4,4,3,4,5,2,9,9,10 269 | F,18,R,GT3,T,4,4,2,2,0,no,no,yes,yes,yes,yes,yes,no,4,3,4,2,2,4,8,12,10,11 270 | M,18,U,GT3,T,4,2,1,2,0,no,yes,yes,yes,yes,yes,yes,yes,5,4,5,1,3,5,10,10,9,10 271 | F,18,R,GT3,T,2,1,2,2,0,no,yes,no,no,yes,no,yes,yes,4,3,5,1,2,3,0,6,0,0 272 | F,19,U,GT3,T,3,3,1,2,2,no,yes,yes,yes,yes,yes,yes,no,4,3,5,3,3,5,15,9,9,9 273 | F,18,U,GT3,T,2,3,1,4,0,no,yes,yes,yes,yes,yes,yes,yes,4,5,5,1,3,2,4,15,14,14 274 | F,18,U,LE3,T,1,1,2,2,0,no,yes,yes,no,no,yes,no,no,4,4,3,1,1,3,2,11,11,11 275 | M,17,R,GT3,T,1,2,1,2,0,no,yes,yes,yes,no,yes,no,yes,3,5,2,2,2,1,2,15,14,14 276 | F,17,U,GT3,T,2,4,2,2,0,no,yes,yes,no,yes,yes,yes,yes,4,3,3,1,1,1,2,10,10,10 277 | F,17,U,LE3,T,2,2,2,2,0,yes,yes,yes,no,yes,yes,yes,yes,4,4,4,2,3,5,6,12,12,12 278 | F,18,R,GT3,A,3,2,2,2,0,no,no,no,no,no,no,yes,yes,4,1,1,1,1,5,75,10,9,9 279 | M,18,U,GT3,T,4,4,2,1,0,no,no,yes,yes,yes,yes,yes,no,3,2,4,1,4,3,22,9,9,9 280 | F,18,U,GT3,T,4,4,1,2,1,yes,yes,no,yes,yes,yes,yes,yes,2,4,4,1,1,4,15,9,8,8 281 | M,18,U,LE3,T,4,3,2,1,0,no,no,yes,yes,yes,yes,yes,no,4,2,3,1,2,1,8,10,11,10 282 | M,17,U,LE3,A,4,1,2,1,0,no,no,yes,yes,yes,yes,yes,yes,4,5,4,2,4,5,30,8,8,8 283 | M,17,U,LE3,A,3,2,1,1,1,no,no,no,no,yes,yes,yes,no,4,4,4,3,4,3,19,11,9,10 284 | F,18,R,LE3,T,1,1,2,4,0,no,yes,yes,yes,yes,yes,no,no,5,2,2,1,1,3,1,12,12,12 285 | F,18,U,GT3,T,1,1,2,2,0,yes,no,no,yes,yes,yes,yes,no,5,4,4,1,1,4,4,8,9,10 286 | F,17,U,GT3,T,2,2,1,2,0,no,yes,no,no,no,yes,yes,no,5,4,5,1,2,5,4,10,9,11 287 | M,17,U,GT3,T,1,1,1,2,0,no,no,yes,no,no,yes,yes,no,4,3,3,1,2,4,2,12,10,11 288 | F,18,U,GT3,T,2,2,1,3,0,no,yes,yes,no,yes,yes,yes,no,4,3,3,1,2,2,5,18,18,19 289 | F,17,U,GT3,T,1,1,1,3,0,no,yes,yes,no,yes,yes,yes,no,4,3,3,1,1,3,6,13,12,12 290 | M,18,U,GT3,T,2,1,1,3,0,no,no,yes,yes,yes,yes,yes,no,4,2,4,1,3,2,6,15,14,14 291 | M,18,U,LE3,A,4,4,1,2,0,no,yes,yes,yes,yes,yes,yes,no,5,4,3,1,1,2,9,15,13,15 292 | M,18,U,GT3,T,4,2,1,2,0,no,yes,yes,yes,yes,yes,yes,yes,4,3,2,1,4,5,11,12,11,11 293 | F,17,U,GT3,T,4,3,1,3,0,no,yes,yes,no,yes,yes,yes,no,4,2,2,1,2,3,0,15,15,15 294 | F,18,U,LE3,T,2,1,1,2,1,no,no,no,no,yes,yes,yes,yes,5,4,3,1,1,5,12,12,12,13 295 | F,17,R,LE3,T,3,1,2,4,0,no,yes,yes,no,yes,yes,no,no,3,1,2,1,1,3,6,18,18,18 296 | M,18,R,LE3,T,3,2,2,3,0,no,yes,yes,yes,yes,yes,yes,no,5,4,2,1,1,4,8,14,13,14 297 | M,17,U,GT3,T,3,3,1,1,0,no,yes,yes,no,yes,yes,yes,no,4,4,3,1,3,5,4,14,12,11 298 | F,19,U,GT3,T,4,4,2,2,0,no,yes,yes,yes,yes,yes,yes,no,2,3,4,2,3,2,0,10,9,0 299 | F,18,U,LE3,T,4,3,2,2,0,no,yes,yes,no,yes,yes,yes,yes,4,4,5,1,2,2,10,10,8,8 300 | F,18,U,GT3,T,4,3,1,4,0,no,yes,yes,no,yes,yes,yes,no,4,3,3,1,1,3,0,14,13,14 301 | M,18,U,LE3,T,4,4,1,1,0,no,yes,yes,no,yes,yes,yes,yes,1,4,2,2,2,1,5,16,15,16 302 | F,18,U,LE3,A,4,4,1,2,0,no,yes,no,no,yes,yes,yes,yes,4,2,4,1,1,4,14,12,10,11 303 | M,17,U,LE3,T,4,4,2,1,0,no,no,yes,no,yes,yes,yes,no,4,1,1,2,2,5,0,11,11,10 304 | F,17,U,GT3,T,4,2,2,3,0,no,yes,yes,no,yes,yes,yes,no,4,3,3,1,1,3,0,15,12,14 305 | F,17,U,GT3,T,3,2,1,4,0,no,yes,yes,yes,no,yes,yes,no,5,2,2,1,2,5,0,17,17,18 306 | M,19,U,GT3,T,3,3,1,2,1,no,yes,no,yes,yes,yes,yes,yes,4,4,4,1,1,3,20,15,14,13 307 | F,18,U,GT3,T,2,4,1,2,1,no,yes,yes,yes,yes,yes,yes,no,4,4,3,1,1,3,8,14,12,12 308 | M,20,U,GT3,A,3,2,1,1,0,no,no,no,yes,yes,yes,no,no,5,5,3,1,1,5,0,17,18,18 309 | M,19,U,GT3,T,4,4,2,1,1,no,yes,yes,no,yes,yes,yes,yes,4,3,4,1,1,4,38,8,9,8 310 | M,19,R,GT3,T,3,3,1,2,1,no,no,no,yes,yes,yes,no,yes,4,5,3,1,2,5,0,15,12,12 311 | F,19,U,LE3,T,1,1,1,2,1,yes,yes,no,yes,no,yes,yes,no,4,4,3,1,3,3,18,12,10,10 312 | F,19,U,LE3,T,1,2,1,2,1,no,no,no,yes,no,yes,no,yes,4,2,4,2,2,3,0,9,9,0 313 | F,19,U,GT3,T,2,1,3,2,0,no,yes,no,no,yes,no,yes,yes,3,4,1,1,1,2,20,14,12,13 314 | M,19,U,GT3,T,1,2,1,2,1,no,no,no,no,no,yes,yes,no,4,5,2,2,2,4,3,13,11,11 315 | F,19,U,LE3,T,3,2,2,2,1,no,yes,yes,no,no,yes,yes,yes,4,2,2,1,2,1,22,13,10,11 316 | F,19,U,GT3,T,1,1,1,3,2,no,no,no,no,no,yes,yes,yes,4,1,2,1,1,3,14,15,13,13 317 | F,19,R,GT3,T,2,3,1,3,1,no,no,no,no,yes,yes,yes,yes,4,1,2,1,1,3,40,13,11,11 318 | F,18,U,GT3,T,2,1,2,2,0,no,yes,yes,yes,yes,yes,yes,no,5,3,3,1,2,1,0,8,8,0 319 | F,18,U,GT3,T,4,3,1,3,0,no,yes,yes,yes,yes,yes,yes,yes,4,3,4,1,1,5,9,9,10,9 320 | F,17,R,GT3,T,3,4,1,3,0,no,yes,yes,yes,no,yes,yes,no,4,3,4,2,5,5,0,11,11,10 321 | F,18,U,GT3,T,4,4,1,2,0,no,yes,yes,no,yes,yes,yes,no,4,4,4,3,3,5,2,11,11,11 322 | F,17,U,GT3,A,4,3,1,2,0,no,yes,yes,no,yes,yes,yes,yes,5,2,2,1,2,5,23,13,13,13 323 | F,17,U,GT3,T,2,2,1,2,0,no,yes,no,no,yes,yes,no,yes,4,2,2,1,1,3,12,11,9,9 324 | F,17,R,LE3,T,2,2,1,3,0,no,yes,yes,yes,yes,yes,yes,no,3,3,2,2,2,3,3,11,11,11 325 | F,17,U,GT3,T,3,1,1,3,0,no,yes,no,no,no,yes,yes,no,3,4,3,2,3,5,1,12,14,15 326 | F,17,U,LE3,T,0,2,2,3,0,no,no,no,no,yes,yes,yes,no,3,3,3,2,3,2,0,16,15,15 327 | M,18,U,GT3,T,4,4,1,3,0,no,no,no,yes,yes,yes,yes,no,4,3,3,2,2,3,3,9,12,11 328 | M,17,U,GT3,T,3,3,1,1,0,no,no,no,yes,no,yes,yes,no,4,3,5,3,5,5,3,14,15,16 329 | M,17,R,GT3,T,2,2,4,1,0,no,yes,no,no,yes,yes,yes,no,4,4,5,5,5,4,8,11,10,10 330 | F,17,U,GT3,T,4,4,1,3,0,no,yes,yes,yes,yes,yes,yes,no,5,4,4,1,3,4,7,10,9,9 331 | F,17,U,GT3,T,4,4,2,3,0,no,yes,yes,no,no,yes,yes,yes,4,3,3,1,2,4,4,14,14,14 332 | M,18,U,LE3,T,2,2,1,4,0,no,yes,no,yes,yes,yes,yes,no,4,5,5,2,4,5,2,9,8,8 333 | F,17,R,GT3,T,2,4,1,3,0,no,yes,no,no,yes,yes,yes,yes,4,4,3,1,1,5,7,12,14,14 334 | F,18,U,GT3,T,3,3,1,2,0,no,no,no,yes,yes,yes,yes,no,5,3,4,1,1,4,0,7,0,0 335 | F,18,U,LE3,T,2,2,1,2,0,no,no,no,yes,no,yes,yes,yes,4,3,3,1,1,2,0,8,8,0 336 | F,18,R,GT3,T,2,2,2,4,0,no,no,no,yes,yes,yes,no,no,4,4,4,1,1,4,0,10,9,0 337 | F,17,U,GT3,T,3,4,1,3,0,no,no,no,no,yes,yes,yes,no,4,4,5,1,3,5,16,16,15,15 338 | F,19,R,GT3,A,3,1,1,3,1,no,no,yes,no,yes,yes,no,no,5,4,3,1,2,5,12,14,13,13 339 | F,17,U,GT3,T,3,2,1,2,0,no,yes,yes,no,yes,yes,yes,yes,4,3,2,2,3,2,0,7,8,0 340 | F,18,U,LE3,T,3,3,1,4,0,no,yes,no,no,yes,yes,yes,no,5,3,3,1,1,1,7,16,15,17 341 | F,17,R,GT3,A,3,2,1,2,0,no,yes,yes,no,yes,yes,yes,no,4,3,3,2,3,2,4,9,10,10 342 | F,19,U,GT3,T,2,1,1,3,1,no,no,yes,yes,yes,yes,yes,yes,4,3,4,1,3,3,4,11,12,11 343 | M,18,U,GT3,T,4,4,1,2,1,no,yes,no,yes,yes,yes,yes,no,4,3,3,2,2,2,0,10,10,0 344 | M,18,U,LE3,T,3,4,1,2,0,no,no,no,yes,yes,yes,yes,yes,4,3,3,1,3,5,11,16,15,15 345 | F,17,U,GT3,A,2,2,1,2,1,no,yes,no,no,yes,yes,yes,yes,3,3,1,1,2,4,0,9,8,0 346 | F,18,U,GT3,T,2,3,1,3,0,no,yes,no,no,yes,yes,yes,no,4,3,3,1,2,3,4,11,10,10 347 | F,18,U,GT3,T,3,2,1,3,0,no,no,no,no,yes,yes,yes,yes,5,4,3,2,3,1,7,13,13,14 348 | M,18,R,GT3,T,4,3,1,3,0,no,no,no,no,yes,yes,yes,yes,5,3,2,1,2,4,9,16,15,16 349 | M,18,U,GT3,T,4,3,1,3,0,no,yes,yes,no,yes,yes,yes,yes,5,4,5,2,3,5,0,10,10,9 350 | F,17,U,GT3,T,4,3,1,3,0,no,yes,yes,yes,yes,yes,yes,yes,4,4,3,1,3,4,0,13,15,15 351 | M,18,R,GT3,T,3,2,2,1,1,no,yes,no,no,no,yes,yes,no,2,5,5,5,5,5,10,11,13,13 352 | M,19,R,GT3,T,1,1,3,2,3,no,no,no,no,yes,yes,yes,no,5,4,4,3,3,2,8,8,7,8 353 | M,17,U,GT3,T,3,3,2,2,0,no,yes,yes,no,yes,yes,yes,no,4,5,4,2,3,3,2,13,13,13 354 | M,18,U,LE3,T,1,3,1,1,1,no,no,no,no,yes,no,yes,yes,4,3,3,2,3,3,7,8,7,8 355 | M,19,R,GT3,T,1,1,3,1,1,no,yes,no,no,yes,yes,yes,no,4,4,4,3,3,5,4,8,8,8 356 | M,17,R,GT3,T,4,3,2,2,0,no,yes,yes,yes,no,yes,yes,yes,4,5,5,1,3,2,4,13,11,11 357 | F,18,U,GT3,T,3,3,1,2,0,no,yes,no,no,yes,yes,no,yes,5,3,4,1,1,5,0,10,9,9 358 | F,17,R,GT3,T,4,4,2,2,0,no,yes,yes,yes,yes,yes,yes,no,4,3,3,1,2,5,4,12,13,13 359 | F,17,U,LE3,A,3,2,2,2,0,no,no,no,no,yes,yes,no,yes,1,2,3,1,2,5,2,12,12,11 360 | M,18,U,LE3,T,1,1,2,1,0,no,no,no,no,no,yes,yes,yes,3,3,2,1,2,3,4,10,10,10 361 | F,18,U,LE3,T,1,1,2,3,0,no,no,no,no,yes,yes,yes,no,5,3,2,1,1,4,0,18,16,16 362 | F,18,R,LE3,A,1,4,3,2,0,no,no,no,no,yes,yes,no,yes,4,3,4,1,4,5,0,13,13,13 363 | M,18,R,LE3,T,1,1,2,2,1,no,no,no,yes,no,no,no,no,4,4,3,2,3,5,2,13,12,12 364 | F,18,U,GT3,T,3,3,2,2,0,no,yes,no,no,yes,yes,yes,yes,4,3,2,1,3,3,0,11,11,10 365 | F,17,U,LE3,T,4,4,1,2,0,no,yes,yes,yes,yes,yes,yes,yes,2,3,4,1,1,1,0,16,15,15 366 | F,17,R,GT3,T,1,2,2,2,0,no,no,no,no,no,yes,no,no,3,2,2,1,2,3,0,12,11,12 367 | M,18,R,GT3,T,1,3,2,2,0,no,yes,yes,no,yes,yes,no,no,3,3,4,2,4,3,4,10,10,10 368 | M,18,U,LE3,T,4,4,2,3,0,no,no,yes,no,yes,yes,yes,yes,4,2,2,2,2,5,0,13,13,13 369 | F,17,R,GT3,T,1,1,3,1,1,no,yes,yes,no,yes,yes,yes,yes,5,2,1,1,2,1,0,7,6,0 370 | F,18,U,GT3,T,2,3,2,1,0,no,yes,yes,no,yes,yes,yes,yes,5,2,3,1,2,4,0,11,10,10 371 | F,18,R,GT3,T,4,4,3,2,0,no,yes,yes,no,no,yes,yes,yes,3,2,2,4,2,5,10,14,12,11 372 | F,19,U,LE3,T,3,2,2,2,2,no,no,no,yes,yes,yes,no,yes,3,2,2,1,1,3,4,7,7,9 373 | M,18,R,LE3,T,1,2,3,1,0,no,yes,yes,yes,yes,no,yes,yes,4,3,3,2,3,3,3,14,12,12 374 | F,17,U,GT3,T,2,2,1,3,0,no,no,no,yes,yes,yes,no,yes,3,4,3,1,1,3,8,13,11,11 375 | F,17,R,GT3,T,1,2,1,1,0,no,no,no,yes,yes,yes,yes,no,3,5,5,1,3,1,14,6,5,5 376 | F,18,R,LE3,T,4,4,2,3,0,no,no,no,no,yes,yes,yes,no,5,4,4,1,1,1,0,19,18,19 377 | F,18,R,GT3,T,1,1,4,3,0,no,no,no,no,yes,yes,yes,no,4,3,2,1,2,4,2,8,8,10 378 | F,20,U,GT3,T,4,2,2,3,2,no,yes,yes,no,no,yes,yes,yes,5,4,3,1,1,3,4,15,14,15 379 | F,18,R,LE3,T,4,4,1,2,0,no,no,yes,yes,yes,yes,yes,no,5,4,3,3,4,2,4,8,9,10 380 | F,18,U,GT3,T,3,3,1,2,0,no,no,yes,no,yes,yes,yes,yes,4,1,3,1,2,1,0,15,15,15 381 | F,17,R,GT3,T,3,1,1,2,0,no,yes,yes,yes,no,yes,yes,no,4,5,4,2,3,1,17,10,10,10 382 | M,18,U,GT3,T,4,4,1,2,0,no,no,yes,yes,no,yes,yes,no,3,2,4,1,4,2,4,15,14,14 383 | M,18,R,GT3,T,2,1,2,1,0,no,no,no,yes,no,yes,yes,yes,4,4,3,1,3,5,5,7,6,7 384 | M,17,U,GT3,T,2,3,2,2,0,no,no,no,yes,yes,yes,yes,no,4,4,3,1,1,3,2,11,11,10 385 | M,19,R,GT3,T,1,1,2,1,1,no,no,no,no,yes,yes,no,no,4,3,2,1,3,5,0,6,5,0 386 | M,18,R,GT3,T,4,2,2,1,1,no,no,yes,no,yes,yes,no,no,5,4,3,4,3,3,14,6,5,5 387 | F,18,R,GT3,T,2,2,2,3,0,no,no,yes,no,yes,yes,no,no,5,3,3,1,3,4,2,10,9,10 388 | F,18,R,GT3,T,4,4,3,1,0,no,yes,yes,yes,yes,yes,yes,yes,4,4,3,2,2,5,7,6,5,6 389 | F,19,R,GT3,T,2,3,1,3,1,no,no,no,yes,no,yes,yes,no,5,4,2,1,2,5,0,7,5,0 390 | F,18,U,LE3,T,3,1,1,2,0,no,yes,yes,no,yes,yes,yes,no,4,3,4,1,1,1,0,7,9,8 391 | F,18,U,GT3,T,1,1,2,2,1,no,no,no,yes,yes,yes,no,no,1,1,1,1,1,5,0,6,5,0 392 | M,20,U,LE3,A,2,2,1,2,2,no,yes,yes,no,yes,yes,no,no,5,5,4,4,5,4,11,9,9,9 393 | M,17,U,LE3,T,3,1,2,1,0,no,no,no,no,no,yes,yes,no,2,4,5,3,4,2,3,14,16,16 394 | M,21,R,GT3,T,1,1,1,1,3,no,no,no,no,no,yes,no,no,5,5,3,3,3,3,3,10,8,7 395 | M,18,R,LE3,T,3,2,3,1,0,no,no,no,no,no,yes,yes,no,4,4,1,3,4,5,0,11,12,10 396 | M,19,U,LE3,T,1,1,1,1,0,no,no,no,no,yes,yes,yes,no,3,2,3,3,3,5,5,8,9,9 397 | -------------------------------------------------------------------------------- /data/planets.csv: -------------------------------------------------------------------------------- 1 | method,number,orbital_period,mass,distance,year 2 | Radial Velocity,1,269.3,7.1,77.4,2006 3 | Radial Velocity,1,874.774,2.21,56.95,2008 4 | Radial Velocity,1,763.0,2.6,19.84,2011 5 | Radial Velocity,1,326.03,19.4,110.62,2007 6 | Radial Velocity,1,516.22,10.5,119.47,2009 7 | Radial Velocity,1,185.84,4.8,76.39,2008 8 | Radial Velocity,1,1773.4,4.64,18.15,2002 9 | Radial Velocity,1,798.5,,21.41,1996 10 | Radial Velocity,1,993.3,10.3,73.1,2008 11 | Radial Velocity,2,452.8,1.99,74.79,2010 12 | Radial Velocity,2,883.0,0.86,74.79,2010 13 | Radial Velocity,1,335.1,9.88,39.43,2009 14 | Radial Velocity,1,479.1,3.88,97.28,2008 15 | Radial Velocity,3,1078.0,2.53,14.08,1996 16 | Radial Velocity,3,2391.0,0.54,14.08,2001 17 | Radial Velocity,3,14002.0,1.64,14.08,2009 18 | Radial Velocity,1,4.230785,0.472,15.36,1995 19 | Radial Velocity,5,14.651,0.8,12.53,1996 20 | Radial Velocity,5,44.38,0.165,12.53,2004 21 | Radial Velocity,5,4909.0,3.53,12.53,2002 22 | Radial Velocity,5,0.73654,,12.53,2011 23 | Radial Velocity,5,261.2,0.172,12.53,2007 24 | Radial Velocity,3,4.215,0.016,8.52,2009 25 | Radial Velocity,3,38.021,0.057,8.52,2009 26 | Radial Velocity,3,123.01,0.072,8.52,2009 27 | Radial Velocity,1,116.6884,,18.11,1996 28 | Radial Velocity,1,691.9,,81.5,2012 29 | Radial Velocity,1,952.7,5.3,97.18,2008 30 | Radial Velocity,1,181.4,3.2,45.52,2013 31 | Imaging,1,,,45.52,2005 32 | Imaging,1,,,165.0,2007 33 | Imaging,1,,,140.0,2004 34 | Eclipse Timing Variations,1,10220.0,6.05,,2009 35 | Imaging,1,,,,2008 36 | Imaging,1,,,145.0,2013 37 | Imaging,1,,,139.0,2004 38 | Imaging,1,,,18.39,2006 39 | Eclipse Timing Variations,2,5767.0,,130.72,2008 40 | Eclipse Timing Variations,2,3321.0,,130.72,2008 41 | Eclipse Timing Variations,2,5573.55,,500.0,2010 42 | Eclipse Timing Variations,2,2883.5,,500.0,2010 43 | Eclipse Timing Variations,1,2900.0,,,2011 44 | Eclipse Timing Variations,1,4343.5,4.2,,2012 45 | Eclipse Timing Variations,2,5840.0,,,2011 46 | Eclipse Timing Variations,2,1916.25,,,2011 47 | Radial Velocity,1,380.8,1.8,20.21,2010 48 | Radial Velocity,1,3.2357,0.0036,1.35,2012 49 | Imaging,1,6000.0,,19.28,2008 50 | Radial Velocity,1,2502.0,1.55,3.22,2000 51 | Radial Velocity,1,417.9,,70.42,2012 52 | Radial Velocity,1,594.9,7.6,47.53,2006 53 | Radial Velocity,1,428.5,8.78,38.52,2009 54 | Radial Velocity,1,903.3,1.85,13.79,2003 55 | Radial Velocity,1,1251.0,,31.12,2007 56 | Imaging,1,,,52.03,2012 57 | Radial Velocity,1,136.75,2.8,62.66,2007 58 | Radial Velocity,2,530.32,,46.84,2012 59 | Radial Velocity,2,3186.0,,46.84,2012 60 | Radial Velocity,1,277.02,1.7,80.64,2013 61 | Radial Velocity,1,187.83,,84.03,2012 62 | Radial Velocity,1,1630.0,,56.31,2012 63 | Radial Velocity,1,39.845,1.04,17.43,1997 64 | Radial Velocity,1,3.3135,3.9,15.6,1996 65 | Radial Velocity,1,305.5,20.6,92.51,2013 66 | Radial Velocity,4,4.617033,0.6876,13.47,1996 67 | Radial Velocity,4,241.258,1.981,13.47,1999 68 | Radial Velocity,4,1276.46,4.132,13.47,1999 69 | Radial Velocity,4,3848.86,1.059,13.47,2010 70 | Imaging,1,318280.0,,7.69,2008 71 | Imaging,1,,,145.0,2008 72 | Imaging,1,,,36.0,2013 73 | Imaging,1,,,140.0,2010 74 | Imaging,1,4639.15,,12.21,2009 75 | Imaging,1,,,52.4,2004 76 | Imaging,1,7336.5,,25.0,2009 77 | Imaging,1,8679.7,,26.67,2009 78 | Radial Velocity,1,655.6,5.1,37.54,2008 79 | Radial Velocity,1,714.3,10.6,,2007 80 | Radial Velocity,1,3.48777,,80.0,2000 81 | Radial Velocity,2,5.6,0.045,42.09,2009 82 | Radial Velocity,2,237.6,0.33,42.09,2009 83 | Radial Velocity,2,3.8728,0.027,20.1,2013 84 | Radial Velocity,2,125.94,0.17,20.1,2013 85 | Radial Velocity,1,268.94,1.47,50.03,2009 86 | Radial Velocity,1,137.48,1.11,175.44,2013 87 | Radial Velocity,2,379.63,21.42,,2009 88 | Radial Velocity,2,621.99,12.47,,2009 89 | Radial Velocity,1,578.2,,,2012 90 | Radial Velocity,1,392.6,0.91,,2011 91 | Imaging,1,10037.5,,23.1,2011 92 | Imaging,1,,,,2006 93 | Transit,1,1.5089557,,,2008 94 | Transit,1,1.7429935,,200.0,2008 95 | Transit,1,4.2568,,680.0,2008 96 | Transit,1,9.20205,,,2008 97 | Transit,1,4.0378962,,,2009 98 | Transit,1,8.886593,,,2009 99 | Transit,2,0.853585,,150.0,2009 100 | Radial Velocity,2,3.698,,150.0,2009 101 | Transit,1,6.21229,,380.0,2010 102 | Transit,1,95.2738,,460.0,2009 103 | Transit,1,13.2406,,345.0,2010 104 | Transit,1,2.99433,,560.0,2010 105 | Transit,1,2.828042,,1150.0,2010 106 | Transit,1,4.03519,,1060.0,2010 107 | Transit,1,1.51214,,1340.0,2010 108 | Transit,1,5.35227,,840.0,2011 109 | Transit,1,3.7681,,920.0,2011 110 | Transit,1,1.9000693,,870.0,2011 111 | Transit,1,3.89713,,770.0,2011 112 | Transit,1,9.24285,,1230.0,2011 113 | Transit,1,3.6313,,600.0,2011 114 | Transit,1,3.57532,,,2014 115 | Astrometry,1,246.36,,20.77,2013 116 | Radial Velocity,1,15.76491,3.91,10.91,1999 117 | Radial Velocity,3,8.631,0.035,14.97,2013 118 | Radial Velocity,3,25.6,0.024,14.97,2013 119 | Radial Velocity,3,603.0,0.079,14.97,2013 120 | Radial Velocity,1,2288.0,0.82,12.12,2009 121 | Radial Velocity,2,692.0,1.894,15.1,2007 122 | Radial Velocity,2,7100.0,1.6,15.1,2011 123 | Radial Velocity,1,4100.0,2.3,20.03,2013 124 | Radial Velocity,1,7.3709,0.018,9.04,2011 125 | Radial Velocity,1,2.64385,,10.23,2004 126 | Imaging,1,,,17.95,2013 127 | Radial Velocity,4,5.36874,0.049,6.27,2005 128 | Radial Velocity,4,12.9292,0.017,6.27,2005 129 | Radial Velocity,4,66.8,0.022,6.27,2005 130 | Radial Velocity,4,3.14942,0.006,6.27,2005 131 | Radial Velocity,1,598.3,0.328,10.32,2009 132 | Radial Velocity,6,7.2004,0.018,6.8,2011 133 | Radial Velocity,6,28.14,0.012,6.8,2011 134 | Radial Velocity,6,91.61,0.016,6.8,2013 135 | Radial Velocity,6,62.24,0.008,6.8,2013 136 | Radial Velocity,6,39.026,0.008,6.8,2013 137 | Radial Velocity,6,256.2,0.014,6.8,2013 138 | Radial Velocity,1,4.6938,0.035,4.54,2007 139 | Radial Velocity,3,1050.3,4.95,16.13,2010 140 | Radial Velocity,3,3.6,0.014,16.13,2012 141 | Radial Velocity,3,35.37,0.036,16.13,2012 142 | Radial Velocity,1,3416.0,0.64,4.94,2008 143 | Radial Velocity,1,1845.0,0.91,8.77,2006 144 | Radial Velocity,4,61.1166,2.2756,4.7,1998 145 | Radial Velocity,4,30.0881,0.7142,4.7,2000 146 | Radial Velocity,4,1.93778,0.021,4.7,2005 147 | Radial Velocity,4,124.26,0.046,4.7,2010 148 | Transit,1,1.58040482,,,2009 149 | Radial Velocity,1,133.71,3.37,17.62,2000 150 | Radial Velocity,1,3.33714,,25.2,2012 151 | Radial Velocity,1,2.64561,0.022,19.8,2010 152 | Imaging,1,,,145.0,2010 153 | Transit,1,4.4652934,,139.0,2006 154 | Transit,1,5.6334729,,135.32,2007 155 | Transit,1,2.899736,,138.0,2007 156 | Transit,1,3.056536,,314.0,2007 157 | Transit,1,2.788491,,342.0,2007 158 | Transit,1,3.852985,,261.0,2007 159 | Transit,1,3.0763776,,230.0,2008 160 | Transit,1,3.92289,,480.0,2008 161 | Transit,1,3.2130598,,142.5,2009 162 | Transit,2,2.91626,,214.0,2009 163 | Radial Velocity,2,428.5,15.2,214.0,2009 164 | Transit,1,4.627669,,205.0,2010 165 | Transit,1,10.863502,,190.0,2010 166 | Transit,1,2.77596,,235.0,2010 167 | Transit,2,10.338523,,90.0,2010 168 | Radial Velocity,2,5584.0,3.4,90.0,2010 169 | Transit,1,5.508023,,166.0,2010 170 | Transit,1,4.008778,,215.0,2010 171 | Transit,1,2.875317,,70.0,2010 172 | Transit,1,4.124481,,254.0,2010 173 | Transit,1,3.21222,,82.0,2010 174 | Transit,1,1.212884,,393.0,2010 175 | Transit,1,3.35524,,396.0,2010 176 | Transit,1,3.652836,,297.0,2010 177 | Transit,1,4.234516,,134.0,2010 178 | Transit,1,3.039577,,204.0,2011 179 | Transit,1,3.257215,,395.0,2011 180 | Transit,1,5.723186,,322.0,2011 181 | Transit,1,2.810595,,193.0,2011 182 | Transit,2,5.005425,,354.0,2011 183 | Radial Velocity,2,1022.0,3.4,354.0,2011 184 | Transit,1,2.150008,,283.0,2011 185 | Transit,1,3.474474,,387.0,2011 186 | Transit,1,5.452654,,257.0,2011 187 | Transit,1,3.646706,,535.0,2011 188 | Transit,1,1.327347,,317.0,2011 189 | Transit,1,2.797436,,411.0,2011 190 | Transit,1,4.640382,,249.0,2012 191 | Transit,1,3.54387,,642.0,2012 192 | Transit,1,4.457243,,501.0,2012 193 | Transit,1,2.694047,,344.0,2012 194 | Transit,1,4.641878,,447.0,2012 195 | Transit,1,3.332687,,542.0,2012 196 | Transit,1,2.691548,,322.0,2014 197 | Transit,1,3.446459,,303.0,2012 198 | Transit,1,1.354133,,360.0,2013 199 | Transit,1,3.547851,,453.0,2013 200 | Radial Velocity,2,349.7,1.25,25.64,2001 201 | Radial Velocity,2,6005.0,5.3,25.64,2012 202 | Radial Velocity,2,5.7727,0.024,23.44,2009 203 | Radial Velocity,2,13.505,0.0186,23.44,2011 204 | Radial Velocity,1,431.8,3.1,167.5,2011 205 | Radial Velocity,1,533.0,6.1,7.01,2010 206 | Radial Velocity,1,1183.0,4.9,89.85,2002 207 | Radial Velocity,1,3.4442,0.48,53.71,2005 208 | Radial Velocity,1,311.6,1.6,115.21,2013 209 | Radial Velocity,1,62.218,0.229,11.11,2003 210 | Radial Velocity,1,526.62,1.56,44.05,2007 211 | Radial Velocity,1,829.0,0.8,32.7,2001 212 | Radial Velocity,1,15.609,0.0405,21.85,2005 213 | Radial Velocity,1,431.88,2.07,77.82,2001 214 | Radial Velocity,1,356.0,2.3,131.41,2009 215 | Radial Velocity,2,360.2,2.37,56.5,2012 216 | Radial Velocity,2,2732.0,2.37,56.5,2012 217 | Radial Velocity,1,675.0,1.94,100.0,2007 218 | Radial Velocity,1,777.0,1.96,53.28,2009 219 | Radial Velocity,1,792.6,,58.17,2012 220 | Radial Velocity,1,177.11,7.6,150.6,2011 221 | Radial Velocity,1,22.09,0.48,40.32,2003 222 | Radial Velocity,1,2496.0,1.65,55.01,2009 223 | Radial Velocity,1,615.0,0.29,35.88,2011 224 | Radial Velocity,2,1275.0,1.11,38.52,2011 225 | Radial Velocity,2,4046.0,2.0,38.52,2011 226 | Radial Velocity,1,5.3978,0.029,16.82,2008 227 | Radial Velocity,1,1313.0,0.63,56.34,2010 228 | Radial Velocity,1,227.0,1.8,44.15,2002 229 | Radial Velocity,1,1634.0,14.2,38.26,2009 230 | Radial Velocity,2,30.052,0.7,52.85,2009 231 | Radial Velocity,2,192.9,1.82,52.85,2009 232 | Radial Velocity,6,5.75962,0.041,39.39,2010 233 | Radial Velocity,6,16.3567,0.038,39.39,2010 234 | Radial Velocity,6,49.747,0.08,39.39,2010 235 | Radial Velocity,6,122.72,0.074,39.39,2010 236 | Radial Velocity,6,602.0,0.067,39.39,2010 237 | Radial Velocity,6,2248.0,0.205,39.39,2010 238 | Radial Velocity,1,989.2,0.94,17.35,2006 239 | Radial Velocity,1,1075.2,6.21,32.56,1999 240 | Radial Velocity,2,1270.2,3.44,53.82,2007 241 | Radial Velocity,2,170.455,0.82,53.82,2008 242 | Radial Velocity,1,711.0,6.54,66.49,2005 243 | Radial Velocity,2,1945.0,0.622,33.98,2005 244 | Radial Velocity,2,37.91,0.0788,33.98,2008 245 | Radial Velocity,2,262.709,2.3,37.16,2000 246 | Radial Velocity,2,1708.0,1.92,37.16,2002 247 | Radial Velocity,1,471.6,14.0,300.3,2005 248 | Radial Velocity,2,14.182,0.0325,28.6,2011 249 | Radial Velocity,2,53.832,0.036,28.6,2011 250 | Radial Velocity,2,19.382,0.865,66.89,2013 251 | Radial Velocity,2,931.0,5.13,66.89,2013 252 | Radial Velocity,1,4218.0,1.88,45.52,2009 253 | Radial Velocity,1,75.523,0.26,35.91,2000 254 | Radial Velocity,1,17.24,0.0696,25.54,2008 255 | Radial Velocity,1,990.0,4.4,59.84,2009 256 | Radial Velocity,1,465.1,14.3,50.18,2009 257 | Radial Velocity,1,359.9,4.6,,2007 258 | Radial Velocity,1,21.21663,,78.25,2007 259 | Radial Velocity,1,772.0,2.7,127.88,2011 260 | Radial Velocity,1,466.2,1.37,22.38,2003 261 | Radial Velocity,2,11.849,0.0378,43.08,2011 262 | Radial Velocity,2,33.823,0.0422,43.08,2011 263 | Radial Velocity,1,500.0,1.07,27.13,2002 264 | Radial Velocity,3,18.315,0.0085,6.06,2011 265 | Radial Velocity,3,40.114,0.00755,6.06,2011 266 | Radial Velocity,3,90.309,0.0151,6.06,2011 267 | Radial Velocity,2,29.15,0.0379,35.89,2011 268 | Radial Velocity,2,85.131,0.0496,35.89,2011 269 | Radial Velocity,1,591.9,1.9,36.02,2006 270 | Radial Velocity,1,380.85,1.99,44.5,2008 271 | Radial Velocity,2,22.656,0.0322,32.31,2011 272 | Radial Velocity,2,53.881,0.06472,32.31,2011 273 | Radial Velocity,1,1214.0,1.5,89.13,2006 274 | Radial Velocity,1,738.459,2.61,34.6,2001 275 | Radial Velocity,1,528.07,13.65,31.79,2011 276 | Radial Velocity,1,1561.0,7.71,51.97,2003 277 | Radial Velocity,1,3668.0,4.01,46.51,2006 278 | Radial Velocity,1,1845.0,0.95,56.05,2010 279 | Radial Velocity,1,423.841,1.28,18.24,2000 280 | Radial Velocity,1,2208.0,1.45,44.54,2012 281 | Radial Velocity,1,17.991,0.62,42.37,2005 282 | Radial Velocity,1,1117.0,1.16,56.18,2010 283 | Radial Velocity,1,385.9,5.59,39.56,2001 284 | Radial Velocity,1,387.1,1.7,168.92,2011 285 | Radial Velocity,1,2819.654,9.17,54.71,2002 286 | Radial Velocity,1,1159.2,1.373,26.5,2009 287 | Radial Velocity,1,912.0,1.8,121.07,2011 288 | Radial Velocity,1,466.0,0.5,53.82,2010 289 | Radial Velocity,3,16.546,0.0363,38.01,2011 290 | Radial Velocity,3,51.284,0.0498,38.01,2011 291 | Radial Velocity,3,274.49,0.0519,38.01,2011 292 | Radial Velocity,1,326.6,1.3,136.8,2011 293 | Radial Velocity,1,18.179,0.33,86.88,2006 294 | Radial Velocity,1,157.54,3.04,117.37,2009 295 | Radial Velocity,1,1049.0,0.79,45.01,2009 296 | Radial Velocity,1,388.0,9.1,20.98,2005 297 | Radial Velocity,1,363.2,,37.78,2010 298 | Radial Velocity,3,154.46,0.61,33.24,2002 299 | Radial Velocity,3,2295.0,0.683,33.24,2002 300 | Radial Velocity,3,843.6,0.624,33.24,2005 301 | Radial Velocity,1,2063.818,10.35,18.21,2001 302 | Radial Velocity,2,55.0,2.3,42.88,2004 303 | Radial Velocity,2,2720.0,3.366,42.88,2012 304 | Radial Velocity,3,5.6363,0.0117,25.59,2011 305 | Radial Velocity,3,14.025,0.0187,25.59,2011 306 | Radial Velocity,3,33.941,0.0162,25.59,2011 307 | Radial Velocity,2,14.3098,0.839,42.43,2000 308 | Radial Velocity,2,2140.2,13.38,42.43,2000 309 | Radial Velocity,1,696.3,10.7,99.4,2009 310 | Radial Velocity,1,407.15,0.0961,15.56,2011 311 | Radial Velocity,6,4.3123,0.0126,12.83,2008 312 | Radial Velocity,6,9.6184,0.0208,12.83,2008 313 | Radial Velocity,6,20.432,0.0299,12.83,2008 314 | Radial Velocity,6,34.62,0.011,12.83,2012 315 | Radial Velocity,6,51.76,0.0164,12.83,2012 316 | Radial Velocity,6,197.8,0.0223,12.83,2012 317 | Radial Velocity,1,264.15,4.01,33.33,2002 318 | Radial Velocity,1,963.0,2.54,43.03,2004 319 | Radial Velocity,1,1.3283,18.37,43.03,2003 320 | Radial Velocity,2,18.357,0.039,52.03,2013 321 | Radial Velocity,2,25.648,0.027,52.03,2013 322 | Radial Velocity,1,327.8,0.6,54.94,2010 323 | Radial Velocity,1,2371.0,25.0,37.05,2008 324 | Radial Velocity,1,36.96,2.49,93.2,2007 325 | Radial Velocity,1,472.0,0.58,50.43,2010 326 | Radial Velocity,1,5.8872,0.04,22.04,2011 327 | Radial Velocity,2,226.93,0.1872,32.58,2008 328 | Radial Velocity,2,342.85,0.6579,32.58,2008 329 | Radial Velocity,1,890.76,1.79,48.95,2004 330 | Radial Velocity,1,43.6,0.47,36.14,2008 331 | Radial Velocity,1,3.024,0.249,33.41,2000 332 | Radial Velocity,2,4.0845,0.07167000000000001,37.84,2008 333 | Radial Velocity,2,1353.6,0.35061,37.84,2008 334 | Radial Velocity,2,430.0,5.0,121.36,2002 335 | Radial Velocity,2,2500.0,7.0,121.36,2008 336 | Radial Velocity,1,700.0,1.16,87.41,2008 337 | Radial Velocity,1,4.9437,0.115,40.73,2002 338 | Radial Velocity,1,2582.7,1.71,47.26,2005 339 | Radial Velocity,1,1279.0,4.9,31.03,2002 340 | Radial Velocity,2,14.07,0.0413,34.07,2011 341 | Radial Velocity,2,95.415,0.0565,34.07,2011 342 | Radial Velocity,1,118.96,1.13,28.07,2000 343 | Radial Velocity,1,303.0,5.25,92.51,2003 344 | Radial Velocity,2,201.83,3.1548,25.7,2008 345 | Radial Velocity,2,607.06,7.4634,25.7,2008 346 | Radial Velocity,1,2.817822,0.38,35.8,2005 347 | Radial Velocity,1,589.64,2.9,10.34,2006 348 | Radial Velocity,1,358.0,0.64,32.62,2009 349 | Radial Velocity,2,572.4,1.26,35.59,2003 350 | Radial Velocity,2,152.6,0.17,35.59,2011 351 | Radial Velocity,1,480.5,6.0,80.06,2012 352 | Radial Velocity,1,1973.0,2.82,55.04,2005 353 | Radial Velocity,1,6.276,1.9,58.82,2001 354 | Radial Velocity,3,8.667,0.033,12.58,2006 355 | Radial Velocity,3,31.56,0.038,12.58,2006 356 | Radial Velocity,3,197.0,0.058,12.58,2006 357 | Radial Velocity,1,851.8,6.1,,2007 358 | Radial Velocity,1,2231.0,2.0,28.76,2003 359 | Radial Velocity,1,3383.0,3.15,51.36,2002 360 | Radial Velocity,1,1260.0,3.06,53.05,2008 361 | Radial Velocity,1,2.54858,1.87,36.52,2003 362 | Radial Velocity,2,188.9,2.25,94.61,2002 363 | Radial Velocity,2,379.1,2.25,94.61,2005 364 | Radial Velocity,1,1800.0,1.15,96.99,2008 365 | Radial Velocity,3,51.645,1.8,64.56,2003 366 | Radial Velocity,3,2473.0,8.06,64.56,2003 367 | Radial Velocity,3,346.6,0.396,64.56,2007 368 | Radial Velocity,1,3.51,0.42,28.94,1999 369 | Radial Velocity,1,418.2,2.51,80.58,2007 370 | Radial Velocity,1,3.971,0.197,59.7,2002 371 | Radial Velocity,1,5.7361,,41.27,2012 372 | Radial Velocity,1,1966.1,1.34,48.64,2011 373 | Radial Velocity,1,111.4357,,29.04,2001 374 | Radial Velocity,1,1001.7,6.86,32.56,2005 375 | Radial Velocity,1,184.02,2.7,88.26,2007 376 | Radial Velocity,2,441.47,,27.46,2003 377 | Radial Velocity,2,220.078,,27.46,2003 378 | Radial Velocity,1,705.0,1.3,112.23,2011 379 | Radial Velocity,1,2.985625,0.4,43.53,2002 380 | Radial Velocity,1,788.0,0.132,33.96,2009 381 | Radial Velocity,1,58.43,0.01133,11.15,2011 382 | Radial Velocity,1,2.1375,1.5,91.16,2006 383 | Radial Velocity,1,1695.0,0.92,42.48,2009 384 | Radial Velocity,1,1475.0,7.0,72.57,2009 385 | Radial Velocity,1,2754.0,1.78,18.06,2009 386 | Radial Velocity,1,3.416,0.22,74.46,2004 387 | Radial Velocity,1,2157.0,1.78,30.88,2009 388 | Radial Velocity,1,256.78,8.44,38.99,1999 389 | Radial Velocity,1,49.77,0.057,22.09,2009 390 | Radial Velocity,1,325.81,3.86,32.32,2000 391 | Radial Velocity,1,143.58,0.37,28.9,2005 392 | Radial Velocity,2,13.186,0.0263,42.52,2011 393 | Radial Velocity,2,46.025,0.0318,42.52,2011 394 | Imaging,1,,,91.57,2013 395 | Radial Velocity,1,507.0,1.2,149.03,2009 396 | Radial Velocity,1,361.1,0.9,132.8,2011 397 | Radial Velocity,1,498.9,0.68,84.03,2009 398 | Radial Velocity,1,647.3,4.0,221.24,2011 399 | Radial Velocity,2,8.1256,0.0284,26.21,2011 400 | Radial Velocity,2,103.49,0.04,26.21,2011 401 | Radial Velocity,1,9.494,0.026,21.3,2010 402 | Radial Velocity,1,436.9,1.8,150.38,2011 403 | Radial Velocity,1,4951.0,6.8,42.77,2012 404 | Radial Velocity,1,439.3,0.502,60.46,2005 405 | Radial Velocity,2,17.054,0.087,17.99,2004 406 | Radial Velocity,2,4970.0,0.36,17.99,2010 407 | Radial Velocity,1,868.0,1.4,130.89,2011 408 | Radial Velocity,1,157.57,1.7,140.85,2011 409 | Radial Velocity,1,383.7,1.16,52.8,2007 410 | Radial Velocity,1,70.46,0.3,30.5,2005 411 | Radial Velocity,1,20.8133,0.172,42.0,2005 412 | Radial Velocity,1,4.113775,0.45,28.98,2006 413 | Radial Velocity,2,127.58,5.9,164.2,2008 414 | Radial Velocity,2,520.0,2.6,164.2,2008 415 | Radial Velocity,1,122.1,0.05,9.24,2010 416 | Radial Velocity,1,778.1,5.9,138.5,2011 417 | Radial Velocity,1,6.495,0.96,121.07,2010 418 | Radial Velocity,1,47.84,0.098,49.33,2009 419 | Radial Velocity,1,5.8881,0.367,53.08,2013 420 | Radial Velocity,1,55.806,0.186,20.82,2009 421 | Radial Velocity,1,199.505,8.3,102.04,2003 422 | Radial Velocity,1,1531.0,6.92,37.44,2002 423 | Radial Velocity,1,2890.0,11.0,87.87,2011 424 | Radial Velocity,1,3630.0,9.61,36.36,2012 425 | Imaging,1,,,91.83,2013 426 | Radial Velocity,1,48.056,0.21,51.26,2005 427 | Radial Velocity,1,10.8985,0.261,38.56,2002 428 | Radial Velocity,1,443.4,2.6,138.5,2011 429 | Radial Velocity,2,395.8,1.29,68.54,2002 430 | Radial Velocity,2,1624.0,0.99,68.54,2005 431 | Radial Velocity,1,68.27,0.77,65.62,2010 432 | Radial Velocity,2,7.8543,0.054,56.92,2013 433 | Radial Velocity,2,30.93,0.076,56.92,2013 434 | Radial Velocity,1,5.24,0.28,59.03,2005 435 | Radial Velocity,1,835.477,11.09,97.66,2009 436 | Radial Velocity,1,1143.0,6.8,28.88,2003 437 | Radial Velocity,1,324.0,2.83,37.42,2013 438 | Radial Velocity,2,263.3,0.27,15.71,2010 439 | Radial Velocity,2,1657.0,0.71,15.71,2010 440 | Radial Velocity,2,937.7,1.24,28.04,2003 441 | Radial Velocity,2,1046.0,,28.04,2011 442 | Radial Velocity,1,3827.0,0.48,20.48,2014 443 | Radial Velocity,1,83.888,11.68,40.57,1989 444 | Radial Velocity,1,493.7,1.1,20.43,2001 445 | Radial Velocity,1,1114.0,0.95,35.0,2002 446 | Radial Velocity,1,670.0,2.1,110.62,2011 447 | Radial Velocity,1,2597.0,1.88,33.01,2004 448 | Radial Velocity,1,25.827,0.178,38.02,2004 449 | Radial Velocity,1,6.1335,2.13,88.57,2005 450 | Radial Velocity,1,2082.0,4.5,97.66,2013 451 | Radial Velocity,1,63.33,1.22,44.37,2003 452 | Radial Velocity,1,344.95,3.71,133.16,2003 453 | Radial Velocity,3,559.4,3.0,52.83,2007 454 | Radial Velocity,3,4.1547,0.058,52.83,2009 455 | Radial Velocity,3,3008.0,7.2,52.83,2009 456 | Radial Velocity,1,9.6737,0.041,27.45,2009 457 | Radial Velocity,1,1244.0,0.38,68.35,2009 458 | Radial Velocity,1,948.12,0.224,38.05,2011 459 | Radial Velocity,2,454.2,1.45,16.57,2002 460 | Radial Velocity,2,923.8,3.24,16.57,2005 461 | Radial Velocity,1,1840.0,1.6,67.61,2009 462 | Radial Velocity,1,10.7085,1.04,29.76,1999 463 | Radial Velocity,1,883.0,2.2,121.36,2011 464 | Radial Velocity,1,1951.0,18.15,57.21,2008 465 | Radial Velocity,1,974.0,5.61,70.97,2007 466 | Radial Velocity,1,1544.0,1.49,98.52,2011 467 | Radial Velocity,2,3.27,0.0351,24.15,2011 468 | Radial Velocity,2,1160.9,0.1507,24.15,2011 469 | Radial Velocity,2,258.19,1.59,25.65,1999 470 | Radial Velocity,2,5000.0,0.82,25.65,2009 471 | Radial Velocity,3,12.083,0.0292,26.91,2011 472 | Radial Velocity,3,59.519,0.0382,26.91,2011 473 | Radial Velocity,3,459.26,0.121,26.91,2011 474 | Radial Velocity,1,464.3,2.0,106.38,2009 475 | Radial Velocity,3,11.577,0.0166,14.56,2011 476 | Radial Velocity,3,27.582,0.0358,14.56,2011 477 | Radial Velocity,3,106.72,0.03,14.56,2011 478 | Radial Velocity,1,330.0,0.223,38.45,2011 479 | Radial Velocity,1,1125.7,9.76,121.36,2008 480 | Radial Velocity,1,653.22,9.7,33.46,2002 481 | Radial Velocity,1,1928.0,5.1,35.87,2005 482 | Radial Velocity,1,1299.0,1.9,106.38,2011 483 | Radial Velocity,1,386.3,1.62,34.57,2003 484 | Radial Velocity,1,1057.0,3.12,59.35,2008 485 | Radial Velocity,1,176.3,2.9,126.1,2010 486 | Radial Velocity,1,103.95,5.76,55.19,2008 487 | Radial Velocity,2,44.236,2.12,42.68,2009 488 | Radial Velocity,2,1008.0,6.56,42.68,2009 489 | Radial Velocity,1,528.4,1.21,12.87,2003 490 | Radial Velocity,1,1027.0,0.85,53.05,2009 491 | Radial Velocity,1,331.5,0.96,59.28,2009 492 | Radial Velocity,1,2.8758911,,78.86,2005 493 | Radial Velocity,1,4.072,1.33,63.49,2005 494 | Radial Velocity,1,2.391,15.5,76.51,2009 495 | Radial Velocity,1,1096.2,0.168,29.55,2011 496 | Radial Velocity,1,2097.0,3.0,85.18,2009 497 | Radial Velocity,1,689.0,1.5,182.82,2011 498 | Radial Velocity,1,499.4,2.73,51.87,2008 499 | Radial Velocity,1,18.596,0.0193,18.08,2011 500 | Radial Velocity,1,3342.0,0.947,18.06,2006 501 | Radial Velocity,1,163.9,5.02,65.79,2008 502 | Radial Velocity,2,408.6,2.24,68.54,2004 503 | Radial Velocity,2,3452.0,2.58,68.54,2014 504 | Radial Velocity,2,194.3,0.85,43.4,2007 505 | Radial Velocity,2,391.9,0.82,43.4,2007 506 | Radial Velocity,1,131.05,9.71,35.37,2011 507 | Radial Velocity,1,842.0,0.75,55.1,2009 508 | Radial Velocity,1,4.6455,0.013,24.05,2010 509 | Radial Velocity,1,359.5546,10.57,49.0,2007 510 | Radial Velocity,1,104.84,0.12,33.48,2011 511 | Radial Velocity,1,521.0,1.8,114.15,2011 512 | Radial Velocity,2,12.62,1.13,68.59,2013 513 | Radial Velocity,2,248.4,1.9,68.59,2013 514 | Radial Velocity,2,1178.4,2.1,52.72,2006 515 | Radial Velocity,2,352.3,0.73,52.72,2012 516 | Radial Velocity,4,643.25,,15.28,2000 517 | Radial Velocity,4,4205.8,1.814,15.28,2004 518 | Radial Velocity,4,9.6386,,15.28,2004 519 | Radial Velocity,4,310.55,,15.28,2006 520 | Radial Velocity,1,8.428198,14.4,31.26,2002 521 | Radial Velocity,2,75.29,0.77,69.44,2010 522 | Radial Velocity,2,1314.0,2.29,69.44,2010 523 | Radial Velocity,1,282.4,0.48,51.81,2010 524 | Radial Velocity,1,606.4,2.7,37.98,2009 525 | Radial Velocity,1,1155.0,0.36,21.92,2005 526 | Radial Velocity,1,5144.0,3.53,42.99,2012 527 | Radial Velocity,1,420.77,1.7,50.0,2007 528 | Radial Velocity,2,58.11289,8.02,37.88,1998 529 | Radial Velocity,2,1749.5,18.1,37.88,2000 530 | Radial Velocity,1,6.403,0.23,43.12,2002 531 | Radial Velocity,2,225.62,2.88,36.32,2000 532 | Radial Velocity,2,2102.0,4.04,36.32,2003 533 | Radial Velocity,1,1145.0,0.67,64.98,2007 534 | Radial Velocity,1,538.0,1.83,,2007 535 | Radial Velocity,1,1523.0,2.6,44.05,2009 536 | Radial Velocity,1,323.6,2.7,134.95,2008 537 | Radial Velocity,1,1290.0,7.8,67.02,2009 538 | Radial Velocity,1,297.3,0.61,127.55,2007 539 | Astrometry,1,1016.0,,14.98,2010 540 | Radial Velocity,2,406.6,1.49,59.03,1999 541 | Radial Velocity,2,110.9,0.15,59.03,2010 542 | Radial Velocity,1,71.484,7.03,46.73,2001 543 | Radial Velocity,1,14.476,0.08,63.69,2008 544 | Radial Velocity,1,3.0925,0.95,27.05,2000 545 | Radial Velocity,1,396.03,,131.75,2010 546 | Radial Velocity,1,479.0,1.6,114.55,2009 547 | Radial Velocity,1,663.0,3.3,115.47,2009 548 | Radial Velocity,3,9.3743,0.0238,26.15,2008 549 | Radial Velocity,3,962.0,0.64,26.15,2008 550 | Radial Velocity,3,2172.0,0.54,26.15,2008 551 | Radial Velocity,1,956.0,0.37,55.93,2009 552 | Radial Velocity,2,634.23,3.69,52.83,2004 553 | Radial Velocity,2,2950.0,3.82,52.83,2008 554 | Radial Velocity,1,6.838,0.94,47.37,2006 555 | Radial Velocity,1,986.0,0.75,44.98,2006 556 | Radial Velocity,2,3.097,0.52,47.92,1998 557 | Radial Velocity,2,3810.0,1.99,47.92,1999 558 | Radial Velocity,1,456.46,1.26,52.63,2004 559 | Radial Velocity,1,14.275,0.0316,17.72,2011 560 | Radial Velocity,1,2.21857578,,19.25,2005 561 | Radial Velocity,1,1136.1,5.93,62.11,2002 562 | Radial Velocity,2,2891.0,1.502,15.89,2003 563 | Radial Velocity,2,17.1,0.057,15.89,2005 564 | Radial Velocity,1,1038.1,1.9,54.23,2007 565 | Radial Velocity,1,4885.0,3.1,189.39,2009 566 | Radial Velocity,1,24.348,0.72,19.89,1999 567 | Radial Velocity,2,74.72,0.05318,8.82,2011 568 | Radial Velocity,2,525.8,0.07552,8.82,2011 569 | Radial Velocity,1,351.5,2.5,67.39,2007 570 | Radial Velocity,1,18.20163,3.7,37.35,1999 571 | Radial Velocity,1,1289.0,3.0,46.93,2002 572 | Radial Velocity,1,3638.0,6.9,43.57,2012 573 | Radial Velocity,1,1333.0,2.58,32.99,2007 574 | Radial Velocity,1,1035.7,0.79,32.83,2011 575 | Radial Velocity,2,613.8,1.85,68.35,2010 576 | Radial Velocity,2,825.0,0.895,68.35,2010 577 | Radial Velocity,2,255.87,17.4,46.34,2002 578 | Radial Velocity,2,1383.4,2.44,46.34,2004 579 | Imaging,1,,,40.85,2006 580 | Radial Velocity,3,1931.0,4.05,47.3,2009 581 | Radial Velocity,3,34.873,0.054,47.3,2011 582 | Radial Velocity,3,2831.6,1.68,47.3,2012 583 | Radial Velocity,1,1733.0,0.266,26.95,2011 584 | Radial Velocity,1,279.8,1.37,90.33,2008 585 | Radial Velocity,1,610.0,2.2,170.07,2009 586 | Radial Velocity,2,161.97,,55.31,2012 587 | Radial Velocity,2,1155.7,,55.31,2012 588 | Radial Velocity,1,123.0,0.45,43.99,2004 589 | Radial Velocity,1,875.5,9.9,352.11,2012 590 | Radial Velocity,1,3.52474859,,47.08,1999 591 | Radial Velocity,1,442.1,1.23,21.29,1998 592 | Radial Velocity,1,354.8,,55.93,2007 593 | Radial Velocity,1,2.245715,0.45,52.72,2005 594 | Radial Velocity,1,373.3,2.3,121.8,2009 595 | Radial Velocity,1,951.0,4.5,40.75,2001 596 | Radial Velocity,2,7.2825,0.0087,21.52,2011 597 | Radial Velocity,2,10.866,0.0097,21.52,2011 598 | Radial Velocity,2,191.99,0.101,38.64,2011 599 | Radial Velocity,2,2277.0,0.246,38.64,2011 600 | Radial Velocity,2,3.93,0.017,43.53,2009 601 | Radial Velocity,2,567.0,0.33,43.53,2009 602 | Radial Velocity,1,1311.0,1.26,33.29,2002 603 | Radial Velocity,1,1294.0,2.1,26.52,2002 604 | Radial Velocity,1,118.45,0.65,37.89,2003 605 | Radial Velocity,2,7.126816,1.39,19.72,1998 606 | Radial Velocity,2,4270.0,2.6,19.72,2005 607 | Radial Velocity,1,1319.0,13.0,54.92,2010 608 | Radial Velocity,1,225.7,0.21,29.94,2010 609 | Radial Velocity,1,5501.0,10.39,29.2,2012 610 | Radial Velocity,1,2093.3,,,2012 611 | Radial Velocity,1,3.8335,0.06,81.1,2007 612 | Radial Velocity,1,672.1,11.1,289.02,2012 613 | Radial Velocity,1,2209.0,1.06,45.23,2012 614 | Radial Velocity,1,3724.7,1.45,48.43,2011 615 | Radial Velocity,1,456.1,3.09,52.88,2007 616 | Radial Velocity,1,3999.0,1.9,50.45,2011 617 | Radial Velocity,1,572.38,7.75,41.95,1999 618 | Radial Velocity,1,26.73,0.71,94.07,2006 619 | Radial Velocity,1,141.6,1.08,108.46,2007 620 | Radial Velocity,1,192.0,6.575,,2013 621 | Radial Velocity,1,501.75,6.9,,2009 622 | Radial Velocity,1,745.7,5.3,307.69,2011 623 | Radial Velocity,1,2443.0,2.54,54.92,2009 624 | Radial Velocity,1,8.7836,0.0265,9.42,2008 625 | Radial Velocity,1,3.369,0.76,50.2,2004 626 | Radial Velocity,2,345.72,1.42,44.8,2009 627 | Radial Velocity,2,9017.8,,44.8,2011 628 | Radial Velocity,1,57.0,0.47,23.8,2010 629 | Radial Velocity,1,16.2,1.25,223.21,2010 630 | Radial Velocity,3,6.673855,3.88,52.88,2005 631 | Radial Velocity,3,147.73,1.28,52.88,2006 632 | Radial Velocity,3,952.0,0.57,52.88,2009 633 | Radial Velocity,1,41.397,0.298,11.03,2010 634 | Radial Velocity,3,8.1352,0.036,25.87,2011 635 | Radial Velocity,3,32.03,0.41,25.87,2011 636 | Radial Velocity,3,431.7,0.527,25.87,2011 637 | Imaging,1,,,11.43,2010 638 | Radial Velocity,1,124.6,9.18,149.25,2013 639 | Radial Velocity,1,17337.5,9.0,23.98,2009 640 | Radial Velocity,1,511.098,8.82,31.33,2002 641 | Imaging,1,,,131.93,2010 642 | Radial Velocity,1,111.7,2.1,14.9,2009 643 | Radial Velocity,1,5.0505,1.068,44.46,2013 644 | Radial Velocity,1,311.288,1.94,17.24,1999 645 | Imaging,4,170000.0,,39.94,2008 646 | Imaging,4,69000.0,,39.94,2008 647 | Imaging,4,37000.0,,39.94,2008 648 | Imaging,4,18000.0,,39.94,2010 649 | Transit,1,1.217514,,262.0,2012 650 | Transit,1,4.1137912,,124.22,2012 651 | Transit,1,2.7033904,1.47,178.0,2013 652 | Transit,1,7.8457,,222.0,2014 653 | Transit,1,2.47063,,213.0,2006 654 | Transit,1,2.204737,,320.0,2008 655 | Transit,1,4.8878162,,38.0,2008 656 | Transit,1,3.21346,,550.0,2009 657 | Transit,1,3.54846,,,2009 658 | Transit,1,3.234723,,,2009 659 | Transit,1,4.885525,,,2009 660 | Transit,1,3.52254,,1330.0,2010 661 | Transit,3,19.24,,650.0,2010 662 | Transit,3,38.91,,650.0,2010 663 | Transit,3,1.592851,,650.0,2010 664 | Transit,2,0.837495,,173.0,2011 665 | Transit,2,45.29485,,173.0,2011 666 | Transit,6,10.3039,,613.0,2010 667 | Transit,6,13.0241,,613.0,2010 668 | Transit,6,22.6845,,613.0,2010 669 | Transit,6,31.9996,,613.0,2010 670 | Transit,6,46.6888,,613.0,2010 671 | Transit,6,118.3807,,613.0,2010 672 | Transit,1,4.4379637,,600.0,2011 673 | Transit,1,1.7635892,,,2011 674 | Transit,1,6.790123,,980.0,2011 675 | Transit,1,4.942782,,,2011 676 | Transit,1,228.776,,61.0,2011 677 | Transit,1,1.4857108,,800.0,2011 678 | Transit,3,3.504725,,,2011 679 | Transit,3,7.64159,,,2011 680 | Transit,3,14.85888,,,2011 681 | Transit,2,9.2869944,,2119.0,2011 682 | Transit Timing Variations,2,160.0,,2119.0,2011 683 | Transit,5,3.6961219,,290.0,2011 684 | Transit,5,10.854092,,290.0,2011 685 | Transit,5,77.61184,,290.0,2011 686 | Transit,5,6.098493,,290.0,2011 687 | Transit,5,19.57706,,290.0,2011 688 | Transit,1,2.785755,,108.0,2011 689 | Transit,1,289.8623,,190.0,2011 690 | Transit,2,7.1073,,800.0,2011 691 | Transit,2,10.7421,,800.0,2011 692 | Transit,2,8.1453,,1200.0,2011 693 | Transit,2,12.3335,,1200.0,2011 694 | Transit,3,6.2385,,,2011 695 | Transit,3,12.7204,,,2011 696 | Radial Velocity,3,123.0,,,2014 697 | Transit,2,12.2829,,,2011 698 | Transit,2,17.2513,,,2011 699 | Transit,2,15.3348,,,2011 700 | Transit,2,31.3309,,,2011 701 | Transit,2,5.9123,,,2011 702 | Transit,2,8.9858,,,2011 703 | Transit,2,10.3376,,1400.0,2011 704 | Transit,2,13.2907,,1400.0,2011 705 | Transit,3,29.33434,,1400.0,2012 706 | Transit,3,60.323105,,1400.0,2012 707 | Transit,3,143.34394,,1400.0,2012 708 | Transit,2,20.8613,,2100.0,2011 709 | Transit,2,42.6318,,2100.0,2011 710 | Transit,5,5.90124,,303.0,2011 711 | Transit,5,8.7522,,303.0,2011 712 | Transit,5,22.7802,,303.0,2012 713 | Transit,5,2.896,,303.0,2012 714 | Transit,5,0.74296,,303.0,2012 715 | Transit,5,5.66793,,,2011 716 | Transit,5,13.17562,,,2011 717 | Transit,5,21.77596,,,2011 718 | Transit,5,31.7844,,,2011 719 | Transit,5,41.02902,,,2011 720 | Transit,1,288.822,,1499.0,2011 721 | Transit,1,131.458,,1645.0,2011 722 | Transit,2,13.83989,,470.0,2012 723 | Transit,2,16.23855,,470.0,2012 724 | Transit,3,13.367308,,66.0,2013 725 | Transit,3,21.301886,,66.0,2013 726 | Transit,3,39.792187,,66.0,2013 727 | Transit,1,105.599,,600.0,2012 728 | Transit,1,21.0874,,1200.0,2011 729 | Transit,1,6.87349,,2700.0,2010 730 | Transit,1,1.855558,,770.0,2011 731 | Transit,3,1.2137672,,38.7,2011 732 | Transit,3,0.45328509,,38.7,2011 733 | Transit,3,1.865169,,38.7,2011 734 | Transit,1,3.024095,,1950.0,2011 735 | Transit,1,3.24674,,2250.0,2011 736 | Transit,1,2.455239,,333.0,2011 737 | Transit,2,33.60134,,855.0,2012 738 | Transit Timing Variations,2,57.011,,855.0,2012 739 | Transit,2,49.532,,1500.0,2012 740 | Transit,2,303.137,,1500.0,2012 741 | Transit,4,4.7779803,,,2012 742 | Transit,4,9.6739283,,,2012 743 | Transit,4,42.8961,,,2014 744 | Radial Velocity,4,982.0,,,2014 745 | Transit,2,7.2037945,,,2012 746 | Transit,2,10.9129343,,,2012 747 | Transit,2,7.81254,,,2012 748 | Transit,2,9.37647,,,2012 749 | Transit,3,45.154,,,2012 750 | Transit,3,85.312,,,2012 751 | Transit Timing Variations,3,,,,2014 752 | Transit,2,7.8773565,,,2012 753 | Transit,2,16.3850021,,,2012 754 | Transit,2,18.6489525,,,2012 755 | Transit,2,38.5583038,,,2012 756 | Transit,2,8.0109434,,,2012 757 | Transit,2,12.0717249,,,2012 758 | Transit,2,27.9481449,,,2012 759 | Transit,2,42.1516418,,,2012 760 | Transit,2,10.5016,,,2012 761 | Transit,2,21.40239,,,2012 762 | Transit,2,5.7293196,,,2012 763 | Transit,2,11.6092567,,,2012 764 | Transit,2,10.2184954,,,2012 765 | Transit,2,15.5741568,,,2012 766 | Transit,2,11.8681707,,,2012 767 | Transit,2,17.9801235,,,2012 768 | Transit,3,7.1316185,,,2012 769 | Transit,3,8.9193459,,,2012 770 | Transit,3,11.9016171,,,2012 771 | Transit,1,59.87756,,,2013 772 | Transit,5,5.714932,,368.0,2013 773 | Transit,5,12.4417,,368.0,2013 774 | Transit,5,18.16406,,368.0,2013 775 | Transit,5,122.3874,,368.0,2013 776 | Transit,5,267.291,,368.0,2013 777 | Transit,1,9.4341505,,200.0,2013 778 | Transit,1,138.317,,1000.0,2012 779 | Transit,3,2.15491,,,2012 780 | Transit,3,5.859944,,,2012 781 | Transit,3,8.13123,,,2012 782 | Transit,1,17.815815,,1107.0,2013 783 | Transit,1,15.7259,,1107.0,2013 784 | Transit,3,5.398763,,135.0,2012 785 | Transit,3,9.605085,,135.0,2012 786 | Radial Velocity,3,580.0,0.947,135.0,2012 787 | Transit,2,13.722341,,,2013 788 | Transit,2,242.4613,,,2013 789 | Orbital Brightness Modulation,2,0.240104,,1180.0,2011 790 | Orbital Brightness Modulation,2,0.342887,,1180.0,2011 791 | Transit,1,3.90512,,800.0,2010 792 | Transit,1,7.340718,,1330.0,2013 793 | Transit,1,8.884924,,1140.0,2013 794 | Orbital Brightness Modulation,1,1.54492875,,,2013 795 | Transit,1,3.57878087,,570.0,2013 796 | Transit,1,0.355,,,2013 797 | Transit,2,13.485,,,2012 798 | Transit,2,27.402,,,2012 799 | Transit,2,7.053,,,2012 800 | Transit,2,9.522,,,2012 801 | Transit,2,5.955,,,2012 802 | Transit,2,12.04,,,2012 803 | Transit,2,26.444,,,2012 804 | Transit,2,51.538,,,2012 805 | Transit,2,9.77,,,2012 806 | Transit,2,20.09,,,2012 807 | Transit,2,8.726,,,2012 808 | Transit,2,12.883,,,2012 809 | Transit,2,8.306,,,2012 810 | Transit,2,12.513,,,2012 811 | Transit,1,282.5255,,,2013 812 | Transit,2,114.73635,,,2013 813 | Transit,2,191.2318,,,2013 814 | Transit,2,10.95416,,339.0,2013 815 | Transit Timing Variations,2,22.3395,,339.0,2013 816 | Transit,4,3.743208,,,2013 817 | Transit,4,10.423648,,,2013 818 | Transit,4,22.342989,,,2013 819 | Transit,4,54.32031,,,2013 820 | Transit,7,7.008151,,780.0,2013 821 | Transit,7,8.719375,,780.0,2013 822 | Transit,7,59.73667,,780.0,2013 823 | Transit,7,91.93913,,780.0,2013 824 | Transit,7,124.9144,,780.0,2013 825 | Transit,7,210.60697,,780.0,2013 826 | Transit,7,331.60059,,780.0,2013 827 | Transit,1,6.24658,,1030.0,2013 828 | Transit,2,13.749,,,2013 829 | Transit,2,26.723,,,2013 830 | Transit,2,4.72674,,,2014 831 | Radial Velocity,2,1460.0,,,2014 832 | Transit,2,2.50806,,,2014 833 | Radial Velocity,2,820.3,,,2014 834 | Transit,1,11.5231,,,2014 835 | Transit,1,16.2385,,,2014 836 | Transit,2,2.58664,,,2014 837 | Radial Velocity,2,789.0,,,2014 838 | Transit,1,1.54168,,,2014 839 | Transit,1,4.60358,,,2014 840 | Transit,3,6.88705,,,2014 841 | Transit,3,12.8159,,,2014 842 | Transit,3,35.3331,,,2014 843 | Transit,5,5.28696,,,2014 844 | Transit,5,7.07142,,,2014 845 | Transit,5,10.3117,,,2014 846 | Transit,5,16.1457,,,2013 847 | Transit,5,27.4536,,,2014 848 | Transit,2,15.9654,,,2014 849 | Transit,2,179.612,,,2014 850 | Transit,2,5.4122,,,2013 851 | Transit,4,6.16486,,,2014 852 | Transit,4,13.5708,,,2014 853 | Transit,4,23.9802,,,2014 854 | Transit,4,43.8445,,,2014 855 | Transit,2,6.48163,,,2014 856 | Transit,2,21.2227,,,2014 857 | Transit,2,4.754,,,2014 858 | Transit,2,8.92507,,,2014 859 | Transit,2,8.041,,,2013 860 | Transit,2,11.776,,,2013 861 | Transit,2,15.09,,,2013 862 | Transit,2,22.804,,,2013 863 | Transit,3,27.50868,,,2013 864 | Transit,2,16.092,,,2014 865 | Transit,2,25.5169,,,2014 866 | Transit,2,13.78164,,,2014 867 | Transit,2,23.08933,,,2014 868 | Transit,2,22.951,,,2013 869 | Transit,2,42.882,,,2013 870 | Transit,2,36.855,,,2013 871 | Transit,2,49.412,,,2013 872 | Transit,2,23.654,,,2013 873 | Transit,2,50.447,,,2013 874 | Transit,2,31.884,,,2013 875 | Transit,2,48.648,,,2013 876 | Transit,2,17.324,,,2013 877 | Transit,2,33.006,,,2013 878 | Transit,2,35.736,,,2013 879 | Transit,2,54.414,,,2013 880 | Transit,2,24.806,,,2013 881 | Transit,2,44.347,,,2013 882 | Transit,2,5.487,,,2013 883 | Transit,2,8.291,,,2013 884 | Transit,2,10.416,,,2013 885 | Transit,2,13.084,,,2013 886 | Transit,2,34.921,,,2013 887 | Transit,2,71.312,,,2013 888 | Transit,2,17.849,,,2013 889 | Transit,2,26.136,,,2013 890 | Transit,2,42.994,,,2013 891 | Transit,2,88.505,,,2013 892 | Transit,2,2.42629,,,2014 893 | Transit,2,4.62332,,,2014 894 | Transit,2,0.66931,,,2014 895 | Radial Velocity,2,3000.0,,,2014 896 | Transit,1,2.46502,,,2014 897 | Transit,1,68.9584,,,2014 898 | Transit,1,17.833648,,132.0,2013 899 | Transit,1,3.00516,,,2013 900 | Transit,1,1.72086123,,1056.0,2014 901 | Transit,1,66.262,,,2014 902 | Imaging,1,40000.0,,,2011 903 | Transit,1,3.91405,,2000.0,2007 904 | Microlensing,1,,,,2008 905 | Microlensing,1,,,,2008 906 | Microlensing,1,,,,2009 907 | Microlensing,1,,,3600.0,2013 908 | Microlensing,1,2780.0,,,2011 909 | Microlensing,1,,,,2010 910 | Microlensing,1,1970.0,,,2010 911 | Microlensing,1,,,2300.0,2012 912 | Microlensing,1,,,2800.0,2012 913 | Microlensing,1,,,7720.0,2012 914 | Microlensing,1,,,7560.0,2013 915 | Radial Velocity,1,677.8,19.8,,2007 916 | Radial Velocity,1,6.958,0.34,,2014 917 | Radial Velocity,1,5.118,0.4,,2014 918 | Radial Velocity,1,121.71,1.54,,2014 919 | Microlensing,1,,,,2004 920 | Microlensing,1,3600.0,,,2005 921 | Microlensing,1,3300.0,,,2006 922 | Microlensing,1,3500.0,,,2005 923 | Microlensing,2,1825.0,,,2008 924 | Microlensing,2,5100.0,,,2008 925 | Microlensing,1,,,,2009 926 | Microlensing,1,,,2570.0,2012 927 | Microlensing,2,,,4080.0,2012 928 | Microlensing,2,,,4080.0,2012 929 | Microlensing,1,,,1760.0,2013 930 | Microlensing,1,,,4970.0,2013 931 | Transit,1,2.4855335,,,2008 932 | Transit,1,3.101278,,,2004 933 | Transit,1,1.2119189,,,2002 934 | Transit,1,4.0161,,,2004 935 | Transit,1,1.4324752,,600.0,2004 936 | Transit,1,1.689868,,2500.0,2004 937 | Transit,1,3.9791,,,2007 938 | Transit,1,3.67724,,,2007 939 | Imaging,1,730000.0,,,2006 940 | Transit,1,3.1606296,,1200.0,2013 941 | Radial Velocity,1,4.4264,,,2012 942 | Radial Velocity,1,2.1451,,,2012 943 | Pulsar Timing,3,25.262,,,1992 944 | Pulsar Timing,3,66.5419,,,1992 945 | Pulsar Timing,3,98.2114,,,1994 946 | Pulsar Timing,1,36525.0,,,2003 947 | Pulsar Timing,1,0.09070629,,1200.0,2011 948 | Transit,1,1.420033,,,2010 949 | Transit,1,1.3371182,,,2011 950 | Imaging,1,,,135.0,2013 951 | Imaging,1,,,120.0,2013 952 | Imaging,1,,,,2010 953 | Transit,1,4.2,,8500.0,2006 954 | Transit,1,1.796,,8500.0,2006 955 | Transit,1,3.030065,,152.3,2004 956 | Transit,1,1.30618581,,228.0,2007 957 | Transit,1,3.553945,,492.0,2007 958 | Transit,1,1.4822446,,360.0,2011 959 | Imaging,1,,,,2008 960 | Pulsation Timing Variations,1,1170.0,,,2007 961 | Transit,1,2.5199449,,408.0,2007 962 | Transit,1,2.152226,,147.0,2007 963 | Transit,1,1.846835,,220.0,2007 964 | Transit,1,1.33823187,,300.0,2007 965 | Transit,1,1.62843142,,300.0,2008 966 | Transit,1,3.361006,,,2009 967 | Transit,1,4.954658,,140.0,2008 968 | Transit,1,8.158715,,87.0,2010 969 | Transit,1,3.0927616,,90.0,2008 970 | Transit,1,3.7224747,,121.7,2008 971 | Transit,1,1.091423,,,2008 972 | Transit,1,4.353011,,155.0,2009 973 | Transit,1,2.243752,,160.0,2008 974 | Transit,1,3.7520656,,,2009 975 | Transit,1,3.1186009,,,2009 976 | Transit,1,3.7354417,,400.0,2009 977 | Transit,1,0.94145299,,105.49,2009 978 | Transit,1,0.78884,,250.0,2009 979 | Transit,1,4.322482,,242.0,2010 980 | Transit,1,3.5327313,,300.0,2010 981 | Transit,1,2.9444256,,,2010 982 | Transit,1,2.34121242,,,2010 983 | Transit,1,3.764825,,,2010 984 | Transit,1,2.7566004,,250.0,2010 985 | Transit,1,3.408821,,,2010 986 | Transit,1,3.922727,,70.0,2010 987 | Transit,1,3.4059096,,360.0,2010 988 | Transit,1,2.718659,,,2010 989 | Transit,1,1.2198669,,116.14,2010 990 | Transit,1,4.3176782,,120.0,2010 991 | Transit,1,3.161575,,,2011 992 | Transit,1,1.5373653,,450.0,2011 993 | Transit,1,3.577469,,343.0,2010 994 | Transit,1,6.871815,,110.0,2010 995 | Transit,1,4.055259,,230.0,2011 996 | Transit,1,3.052401,,180.0,2010 997 | Transit,1,4.9816872,,160.0,2012 998 | Transit,1,0.813475,,80.0,2011 999 | Transit,1,2.4238039,,,2011 1000 | Transit,1,3.1260876,,,2011 1001 | Transit,1,1.43037,,,2011 1002 | Transit,1,4.1591399,,200.0,2012 1003 | Transit,1,2.143634,,,2011 1004 | Transit,1,2.7817387,,170.0,2012 1005 | Transit,1,1.9550959,,230.0,2011 1006 | Transit,1,1.7497798,,140.0,2012 1007 | Transit,1,3.6936411,,200.0,2012 1008 | Transit,1,4.465633,,330.0,2012 1009 | Transit,1,4.617101,,255.0,2012 1010 | Transit,1,2.838971,,455.0,2012 1011 | Transit,1,5.01718,,300.0,2012 1012 | Transit,1,7.919585,,125.0,2012 1013 | Transit,1,4.3050011,,400.0,2012 1014 | Transit,1,3.8559,,480.0,2012 1015 | Transit,1,4.411953,,160.0,2012 1016 | Transit,1,4.37809,,330.0,2012 1017 | Transit,1,1.5732918,,350.0,2012 1018 | Transit,1,2.3114243,,310.0,2013 1019 | Transit,1,4.086052,,380.0,2012 1020 | Transit,1,4.61442,,225.0,2012 1021 | Transit,1,2.9036747,,345.0,2012 1022 | Transit,1,2.2167421,,340.0,2012 1023 | Transit,1,2.484193,,260.0,2013 1024 | Transit,1,1.3600309,,93.0,2012 1025 | Transit,1,2.17517632,,550.0,2012 1026 | Transit,1,3.6623866,,240.0,2012 1027 | Transit,1,3.0678504,,60.0,2012 1028 | Transit,1,0.925542,,470.0,2014 1029 | Imaging,1,,,19.2,2011 1030 | Transit,1,3.352057,,3200.0,2012 1031 | Imaging,1,,,10.1,2012 1032 | Transit,1,3.94150685,,172.0,2006 1033 | Transit,1,2.615864,,148.0,2007 1034 | Transit,1,3.1915239,,174.0,2007 1035 | Transit,1,4.1250828,,293.0,2008 1036 | Transit,1,4.187757,,260.0,2008 1037 | -------------------------------------------------------------------------------- /data/ml-small/tags.csv: -------------------------------------------------------------------------------- 1 | userId,movieId,tag,timestamp 2 | 15,339,sandra 'boring' bullock,1138537770 3 | 15,1955,dentist,1193435061 4 | 15,7478,Cambodia,1170560997 5 | 15,32892,Russian,1170626366 6 | 15,34162,forgettable,1141391765 7 | 15,35957,short,1141391873 8 | 15,37729,dull story,1141391806 9 | 15,45950,powerpoint,1169616291 10 | 15,100365,activist,1425876220 11 | 15,100365,documentary,1425876220 12 | 15,100365,uganda,1425876220 13 | 23,150,Ron Howard,1148672905 14 | 68,2174,music,1249808064 15 | 68,2174,weird,1249808102 16 | 68,8623,Steve Martin,1249808497 17 | 73,107999,action,1430799184 18 | 73,107999,anime,1430799184 19 | 73,107999,kung fu,1430799184 20 | 73,111624,drama,1431584497 21 | 73,111624,indie,1431584497 22 | 73,111624,love,1431584497 23 | 73,130682,b movie,1432523704 24 | 73,130682,comedt,1432523704 25 | 73,130682,horror,1432523704 26 | 77,1199,Trilogy of the Imagination,1163220043 27 | 77,2968,Gilliam,1163220138 28 | 77,2968,Trilogy of the Imagination,1163220039 29 | 77,4467,Trilogy of the Imagination,1163220065 30 | 77,4911,Gilliam,1163220167 31 | 77,5909,Takashi Miike,1163219591 32 | 77,47465,Gilliam,1163220186 33 | 84,296,intense,1429911417 34 | 84,296,r:violence,1429911417 35 | 84,296,tarantino,1429911417 36 | 91,4388,parody,1448813502 37 | 94,1131,emotional,1291781542 38 | 94,1131,tragedy,1291781538 39 | 94,64957,original plot,1291781246 40 | 94,74458,Predictable,1291780920 41 | 106,48711,CHRISTIAN,1215923364 42 | 132,4189,jesus,1367909949 43 | 132,4612,jesus,1367909949 44 | 132,6683,bollywood,1367909913 45 | 132,6986,jesus,1367909949 46 | 132,27255,No progress,1283581045 47 | 132,27255,Too slow,1283581045 48 | 132,27255,Views,1283581045 49 | 138,260,cult classic,1440379022 50 | 138,260,Science Fiction,1440379018 51 | 138,1258,cult film,1440380361 52 | 138,1258,jack nicholson,1440380355 53 | 138,1258,psychological,1440380357 54 | 138,1258,Stanley Kubrick,1440380352 55 | 138,1704,genius,1440380467 56 | 138,1704,intellectual,1440380463 57 | 138,1704,mathematics,1440380466 58 | 138,1704,psychology,1440380470 59 | 138,4226,Mindfuck,1440380125 60 | 138,4226,nonlinear,1440380113 61 | 138,4226,psychology,1440380115 62 | 138,4226,twist ending,1440380118 63 | 138,4995,genius,1440380440 64 | 138,4995,intelligent,1440380446 65 | 138,4995,math,1440380438 66 | 138,4995,mathematics,1440380436 67 | 138,4995,twist ending,1440380448 68 | 138,48780,Christopher Nolan,1440380053 69 | 138,48780,complicated,1440380062 70 | 138,48780,Hugh Jackman,1440380072 71 | 138,48780,nonlinear,1440380067 72 | 138,48780,psychological,1440380064 73 | 138,48780,twist ending,1440380047 74 | 138,79132,alternate reality,1440380233 75 | 138,79132,Christopher Nolan,1440380255 76 | 138,79132,intellectual,1440380251 77 | 138,79132,mindfuck,1440380252 78 | 138,79132,philosophy,1440380242 79 | 138,79132,sci-fi,1440380239 80 | 138,79132,twist ending,1440380245 81 | 138,109487,artificial intelligence,1440379984 82 | 138,109487,Christopher Nolan,1440380001 83 | 138,109487,good science,1440379977 84 | 138,109487,interesting ideea,1440379991 85 | 138,109487,philosophical issues,1440379996 86 | 138,109487,physics,1440379925 87 | 138,109487,relativity,1440380500 88 | 138,109487,sci-fi,1440380008 89 | 138,109487,sentimental,1440379993 90 | 138,109487,space,1440379974 91 | 138,109487,time travel,1440379981 92 | 138,109487,time-travel,1440379968 93 | 149,121231,eerie,1436920551 94 | 149,121231,friendship,1436920551 95 | 149,121231,teenagers,1436920551 96 | 152,52319,World War II,1335900622 97 | 164,608,Quirky,1179031045 98 | 176,5445,Tom Cruise,1378384753 99 | 176,7458,Brad Pitt,1341055445 100 | 176,8972,Nicolas Cage,1341055378 101 | 176,69640,Johnny Depp,1340916254 102 | 176,104841,sexist,1384107184 103 | 179,260,nerdy,1436669973 104 | 179,260,Science Fiction,1436669968 105 | 187,2082,Emilio Estevez,1233517175 106 | 200,260,critically acclaimed,1437932756 107 | 200,260,Science Fiction,1437932763 108 | 200,80551,strong female presence,1438023607 109 | 212,1061,emotional,1253930128 110 | 212,1061,revenge,1253930131 111 | 212,1061,true story,1253930149 112 | 212,1732,cult film,1253929373 113 | 212,1732,dark comedy,1253929372 114 | 212,1732,satirical,1253929376 115 | 212,2359,British,1253930034 116 | 212,2641,childish plot,1253930390 117 | 212,2641,plot holes,1253930395 118 | 212,2641,superhero,1253930399 119 | 212,3257,Kevin Costner,1253930539 120 | 212,3257,snorefest,1253930543 121 | 212,3275,vigilantism,1218405594 122 | 212,3300,anti-hero,1253929917 123 | 212,3300,Cole Hauser,1253929922 124 | 212,3300,Vin Diesel,1253929910 125 | 212,3301,Amanda Peet,1253929798 126 | 212,3301,Matthew Perry,1253929802 127 | 212,3301,Rosanna Arquette,1253929813 128 | 212,3809,Bill Murray,1253931205 129 | 212,3809,quirky,1253931216 130 | 212,3882,cheerleading,1253932873 131 | 212,3882,Eliza Dushku,1253932876 132 | 212,3882,Overrated,1253932878 133 | 212,4069,standard romantic comedy,1253933882 134 | 212,5219,video game adaptation,1253930587 135 | 212,5507,play enough video games and you can become an NSA agent,1253930345 136 | 212,5507,ridiculous training sequence,1253930342 137 | 212,7373,Guillermo del Toro,1253929290 138 | 212,7373,steampunk,1253929296 139 | 212,7373,superhero,1253929293 140 | 212,8861,Oded Fehr,1253930624 141 | 212,8861,post-apocalyptic,1253930636 142 | 212,8861,Sienna Guillory,1253930633 143 | 212,8861,zombies,1253930644 144 | 212,8928,Beautiful Woman,1253926735 145 | 212,8928,campy,1253926723 146 | 212,8928,irreverent,1253926726 147 | 212,8928,quirky,1253926728 148 | 212,8928,Roman Polanski,1253926730 149 | 212,27904,good animation,1253931241 150 | 212,27904,interesting concept - bad execution,1253931234 151 | 212,27904,surrealism,1253931244 152 | 212,34405,aliens,1253928597 153 | 212,34405,black comedy,1253928590 154 | 212,34405,Firefly,1253928585 155 | 212,37733,disappointing,1253929514 156 | 212,37733,overrated,1253929532 157 | 212,37733,Viggo Mortensen,1253929518 158 | 212,48394,dark,1218405627 159 | 212,48394,fairytale,1218405627 160 | 212,60684,alternate reality,1253926526 161 | 212,60684,diluted version of comic,1253926511 162 | 212,60684,dystopia,1253926517 163 | 212,60684,stylized,1253926519 164 | 212,63992,high school,1253932469 165 | 212,63992,Kristen Stewart,1253932484 166 | 212,63992,Robert Pattinson,1253932481 167 | 212,63992,Teen movie,1253932459 168 | 212,63992,Vampire Human Love,1253932463 169 | 212,64957,adapted from:book,1253929184 170 | 212,64957,Aging Disorder,1253929189 171 | 212,64957,Brad Pitt,1253929141 172 | 212,64957,cinematography,1253929177 173 | 212,64957,drama,1253929173 174 | 212,64957,original plot,1253929180 175 | 212,64957,slow parts,1253929162 176 | 212,64957,touching,1253929169 177 | 212,66097,alternate universe,1253926354 178 | 212,66097,author:Neil Gaiman,1253926328 179 | 212,66097,claymation,1253926330 180 | 212,66097,Dakota Fanning,1253926349 181 | 212,66097,dark,1253926337 182 | 212,66097,fairy tale,1253926364 183 | 212,66097,Neil Gaiman,1253926360 184 | 212,66934,Captain Hammer,1253926165 185 | 212,66934,joss whedon,1253926158 186 | 212,66934,mad scientist,1253926186 187 | 212,66934,musical,1253926178 188 | 212,66934,Nathan Fillion,1253926182 189 | 212,66934,Neil Patrick Harris,1253926160 190 | 212,66934,parody,1253926168 191 | 212,68157,Brad Pitt,1253926443 192 | 212,68157,ending,1253926451 193 | 212,68157,gratuitous violence,1253926429 194 | 212,68157,Quentin Tarantino,1253926404 195 | 212,68157,satire,1253926435 196 | 212,68157,unusual plot structure,1253926417 197 | 212,68157,violence,1253926426 198 | 212,68157,World War II,1253926408 199 | 212,68319,action,1253928934 200 | 212,68319,bad plot,1253928950 201 | 212,68319,hugh jackman,1253928926 202 | 212,68319,superhero,1253928935 203 | 212,68319,too long,1253928954 204 | 212,69526,bad plot,1253929636 205 | 212,69526,robots,1253929657 206 | 212,69526,sufficiently explodey to be good,1253929639 207 | 212,69712,Abigail Breslin,1260688098 208 | 212,69712,ending,1260688053 209 | 212,69712,genuine characters,1260688086 210 | 212,69712,Jason Patric,1260688105 211 | 212,71057,animation style,1253926100 212 | 219,46970,funny,1156788918 213 | 219,46970,nascar,1156788904 214 | 219,46970,will farell,1156788913 215 | 219,47640,beer,1156788764 216 | 219,47640,guy movie,1156788774 217 | 255,6985,breathtaking,1237060605 218 | 255,7361,i'd like to live in this movie,1237060140 219 | 255,44555,breathtaking,1237060235 220 | 257,3030,akira kurosawa,1338084833 221 | 257,3030,black comedy,1338084822 222 | 277,5618,anime,1463916275 223 | 277,5618,children,1463916304 224 | 277,5618,fantasy,1463916289 225 | 277,5971,fantasy,1463916386 226 | 277,5971,feel-good,1463916401 227 | 277,82461,bad acting,1463916776 228 | 277,82461,bad plot,1463916772 229 | 277,104283,anime,1463916484 230 | 277,132046,sci-fi,1463916817 231 | 294,6754,vampire,1138983469 232 | 294,8865,1940's feel,1140395930 233 | 294,8865,unique look,1140395930 234 | 294,36401,fairy tales,1138983064 235 | 297,104,adam sandler,1318706504 236 | 297,608,overrated,1318706739 237 | 297,1103,overrated,1318706182 238 | 297,2502,that fat nerd is just annoying,1318706118 239 | 297,8528,seen it before,1318706449 240 | 297,47640,Just stupid,1318706536 241 | 297,52973,overrated,1318706470 242 | 297,55820,overrated,1318706705 243 | 297,61024,Exellent first half,1318706053 244 | 297,61024,terrible ending,1318706042 245 | 297,76251,Gore!!!,1318706275 246 | 297,76251,sort of honest,1318706296 247 | 297,78209,Lame everything,1318706227 248 | 313,153,Ei muista,1168879424 249 | 313,293,Ei muista,1168878292 250 | 313,434,Ei muista,1168879406 251 | 313,494,Ei muista,1168878844 252 | 313,593,Katso Sanna!,1146476938 253 | 313,745,Ei muista,1146476364 254 | 313,780,Ei muista,1168878578 255 | 313,858,Katso Sanna!,1146476794 256 | 313,1036,Ei muista,1168878388 257 | 313,1042,Katso Sanna!,1146477133 258 | 313,1120,Katso Sanna!,1146477118 259 | 313,1200,Katso Sanna!,1146477102 260 | 313,1291,Ei muista,1146476308 261 | 313,1610,Katso Sanna!,1146476692 262 | 313,1617,Ei muista,1168878593 263 | 313,2273,Ei muista,1146477049 264 | 313,2329,Ei muista,1146477033 265 | 313,2600,Ei muista,1168879003 266 | 313,2985,Ei muista,1168878743 267 | 313,2989,Ei muista,1168878972 268 | 313,3160,Ei muista,1168878736 269 | 313,3175,Ei muista,1168879647 270 | 313,3499,Ei muista,1168878727 271 | 313,3793,Katso Sanna!,1146476954 272 | 313,3916,Ei muista,1146476265 273 | 313,3949,Ei muista,1168878697 274 | 313,3994,Ei muista,1168879611 275 | 313,4011,Ei muista,1168878363 276 | 313,4023,ei muista,1146477341 277 | 313,4121,Katso Sanna!,1146477233 278 | 313,4223,Ei muista,1146476274 279 | 313,4638,Ei muista,1146477217 280 | 313,5064,Ei muista,1146476225 281 | 313,5602,Ei muista,1168879553 282 | 313,6218,Ei muista,1146477184 283 | 313,7347,Ei muista,1168879177 284 | 313,8781,Ei muista,1168879161 285 | 313,44199,Ei muista,1168878406 286 | 314,260,awesome,1437338154 287 | 314,260,awesome soundtrack,1437338150 288 | 314,260,jedi,1437338139 289 | 314,260,space adventure,1437338130 290 | 346,741,anime,1159734531 291 | 346,924,boring,1159734220 292 | 346,924,slow,1159734220 293 | 346,1036,explosions,1159734488 294 | 346,1199,dystopia,1159734421 295 | 346,1274,anime,1159734245 296 | 346,2019,long,1159734734 297 | 346,2571,sci-fi,1159734634 298 | 346,2571,virtual reality,1159734636 299 | 346,2924,martial arts,1159734502 300 | 346,2997,interesting,1159734363 301 | 346,3265,explosions,1159734552 302 | 346,3265,martial arts,1159734552 303 | 346,3996,martial arts,1159734445 304 | 346,4993,long,1159734600 305 | 346,5782,explosions,1159734683 306 | 346,5782,interesting,1159734683 307 | 346,5902,boring,1159734233 308 | 346,5952,boring,1159734622 309 | 346,5952,long,1159734622 310 | 346,6350,anime,1159734417 311 | 346,6539,Johnny Depp,1159734656 312 | 346,6857,anime,1159734652 313 | 346,7022,explosions,1159734326 314 | 346,7022,martial arts,1159734467 315 | 346,7090,martial arts,1159734555 316 | 346,7153,boring,1159734608 317 | 346,7153,long,1159734608 318 | 346,7361,interesting,1159734515 319 | 346,7844,martial arts,1159734589 320 | 346,8795,Long,1159734165 321 | 346,8874,comedy,1159734745 322 | 346,8874,zombies,1159734745 323 | 346,8961,super-hero,1159734563 324 | 346,26554,apocalypse,1159734706 325 | 346,26554,interesting,1159734706 326 | 346,26585,explosions,1159734379 327 | 346,31878,comedy,1159734584 328 | 346,31878,martial arts,1159734584 329 | 346,31878,Stephen Chow,1159734584 330 | 346,33794,bad camerawork,1159734301 331 | 346,33794,slow,1159734301 332 | 347,1721,romance,1463337171 333 | 347,122886,space,1463337217 334 | 347,122886,star,1463337213 335 | 353,4721,As historicaly correct as Germany winning WW2,1140389056 336 | 353,4721,but still a fun movie.,1140389056 337 | 353,7376,"The Rocks ""finest"" work need I say more?",1140389511 338 | 353,31221,Try not to mistake this for an episode of Alias,1140389595 339 | 353,32025,Mossad,1142686944 340 | 353,35836,dumb,1137217440 341 | 364,47,biblical,1444534976 342 | 364,47,crime,1444534982 343 | 364,47,dark,1444534994 344 | 364,47,disturbing,1444534971 345 | 364,47,greed,1444534998 346 | 364,47,horror,1444534981 347 | 364,47,serial killer,1444534961 348 | 364,47,violent,1444534985 349 | 364,50,thriller,1444534932 350 | 364,232,aging,1444531181 351 | 364,232,Ang Lee,1444531177 352 | 364,232,cooking,1444531178 353 | 364,232,food,1444531186 354 | 364,232,relationships,1444531173 355 | 364,293,assassin,1444534872 356 | 364,293,hit men,1444534872 357 | 364,293,thriller,1444534887 358 | 364,318,friendship,1444529800 359 | 364,318,Morgan Freeman,1444529792 360 | 364,318,narrated,1444529829 361 | 364,318,prison,1444529824 362 | 364,318,prison escape,1444529820 363 | 364,318,revenge,1444529816 364 | 364,318,Tim Robbins,1444529804 365 | 364,318,wrongful imprisonment,1444529809 366 | 364,1176,imaginative,1444528969 367 | 364,1176,intellectual,1444528955 368 | 364,1176,Irene Jacob,1444528944 369 | 364,1176,Krzysztof Kieslowski,1444528941 370 | 364,1176,lyrical,1444528947 371 | 364,1210,action,1444529881 372 | 364,1210,aliens,1444529879 373 | 364,1210,George Lucas,1444529892 374 | 364,1210,Harrison Ford,1444529867 375 | 364,1210,sci-fi,1444529889 376 | 364,1210,sequel,1444529879 377 | 364,1210,space,1444529864 378 | 364,1210,Star Wars,1444529869 379 | 364,1210,starship pilots,1444529899 380 | 364,1210,war,1444529884 381 | 364,1265,alternate reality,1444530190 382 | 364,1265,Bill Murray,1444530207 383 | 364,1265,character development,1444530216 384 | 364,1265,comedy,1444530195 385 | 364,1265,existentialism,1444530199 386 | 364,1265,feel-good,1444530209 387 | 364,1265,funny,1444530200 388 | 364,1265,love,1444530219 389 | 364,1265,romantic,1444530228 390 | 364,1265,self discovery,1444530203 391 | 364,1732,great dialogue,1444535166 392 | 364,1732,Jeff Bridges,1444535201 393 | 364,1732,Nudity (Full Frontal),1444535170 394 | 364,1732,off-beat comedy,1444535205 395 | 364,1732,quirky,1444535198 396 | 364,1732,satirical,1444535172 397 | 364,1732,Steve Buscemi,1444535164 398 | 364,2068,coming of age,1444530920 399 | 364,2068,funny,1444530913 400 | 364,2424,bookshop,1444530521 401 | 364,2424,happy ending,1444530524 402 | 364,2424,Meg Ryan,1444530516 403 | 364,2424,Romance,1444530517 404 | 364,2424,romantic comedy,1444530529 405 | 364,2424,Tom Hanks,1444530527 406 | 364,3948,awkward,1444529225 407 | 364,4018,creative,1444529752 408 | 364,4018,funny,1444529739 409 | 364,4018,Helen Hunt,1444529729 410 | 364,4018,hilarious,1444529746 411 | 364,4018,Mel Gibson,1444529756 412 | 364,4018,stereotypes,1444529760 413 | 364,4973,beautifully filmed,1444528866 414 | 364,4973,comedy,1444528870 415 | 364,4973,feel-good,1444528900 416 | 364,4973,imagination,1444528880 417 | 364,4973,love,1444528875 418 | 364,4973,notable soundtrack,1444528857 419 | 364,4973,quirky,1444528852 420 | 364,4973,whimsical,1444528860 421 | 364,5299,comedy,1444529040 422 | 364,5299,family,1444529044 423 | 364,5299,funny,1444529038 424 | 364,6350,aviation,1444531651 425 | 364,6350,funny,1444531664 426 | 364,6350,imagination,1444531644 427 | 364,6350,Studio Ghibli,1444531642 428 | 364,6350,visually appealing,1444531647 429 | 364,6539,comedy,1444529977 430 | 364,6539,Disney,1444529957 431 | 364,6539,funny,1444529960 432 | 364,6539,johnny depp,1444529962 433 | 364,6539,magic,1444529965 434 | 364,6539,Orlando Bloom,1444529978 435 | 364,6539,pirates,1444529987 436 | 364,6539,sword fight,1444529953 437 | 364,7161,family,1444535334 438 | 364,7161,funny,1444535340 439 | 364,7161,Steve Martin,1444535326 440 | 364,8464,american idiocy,1444531783 441 | 364,8464,documentary,1444531780 442 | 364,8464,social criticism,1444531787 443 | 364,26614,thriller,1444534834 444 | 364,26662,anime,1444530775 445 | 364,26662,Hayao Miyazaki,1444530771 446 | 364,26662,Studio Ghibli,1444530778 447 | 364,27611,military,1444534772 448 | 364,27611,sci-fi,1444534765 449 | 364,34321,Billy Bob Thornton,1444531424 450 | 364,34321,comedy,1444531438 451 | 364,34321,cursing,1444531450 452 | 364,34321,funny,1444531430 453 | 364,34321,redemption,1444531445 454 | 364,46578,beauty pageant,1444529380 455 | 364,46578,family,1444529368 456 | 364,46578,independent film,1444529351 457 | 364,46578,off-beat comedy,1444529354 458 | 364,46578,quirky,1444529369 459 | 364,46578,road trip,1444529384 460 | 364,46578,satire,1444529372 461 | 364,46578,steve carell,1444529375 462 | 364,56367,comedy,1444535241 463 | 364,56367,indie,1444535247 464 | 364,56367,pregnancy,1444535236 465 | 364,56367,teen pregnancy,1444535244 466 | 364,56367,witty,1444535238 467 | 364,64957,Aging,1444531050 468 | 364,64957,Brad Pitt,1444531041 469 | 364,64957,original plot,1444531048 470 | 364,64957,philosophical,1444531044 471 | 364,66934,comedy,1444530699 472 | 364,66934,great soundtrack,1444530694 473 | 364,66934,mad scientist,1444530688 474 | 364,66934,Neil Patrick Harris,1444530691 475 | 364,66934,parody,1444530697 476 | 364,68358,sci fi,1444530041 477 | 364,68358,spock,1444530038 478 | 364,68358,Star Trek,1444530030 479 | 364,68358,teleportation,1444530045 480 | 364,72998,aliens,1444529449 481 | 364,72998,graphic design,1444529463 482 | 364,72998,predictable,1444529440 483 | 364,72998,racism,1444529457 484 | 364,72998,sci-fi,1444529439 485 | 364,93040,drama,1444530864 486 | 364,93040,historical,1444530873 487 | 364,93040,interesting,1444530861 488 | 364,95441,cocaine,1444529273 489 | 364,95441,crude humor,1444529258 490 | 364,95441,directorial debut,1444529282 491 | 364,95441,Mark Wahlberg,1444529284 492 | 364,97938,Ang Lee,1444531076 493 | 364,97938,India,1444531086 494 | 364,97938,ocean,1444531083 495 | 364,97938,visually appealing,1444531077 496 | 364,106696,Disney,1444530267 497 | 364,106696,feminist,1444530281 498 | 364,106696,musical,1444530270 499 | 364,106696,storyline,1444530270 500 | 364,109249,beautiful scenery,1444529645 501 | 364,109249,coming of age,1444529671 502 | 364,109249,dark humor,1444529660 503 | 364,109249,Fernando E. Solanas,1444529608 504 | 364,109249,imaginative,1444529635 505 | 364,109249,quirky,1444529613 506 | 364,109249,whimsical,1444529629 507 | 364,109374,amazing storytelling,1444529104 508 | 364,109374,Bill Murray,1444529124 509 | 364,109374,cinematography,1444529143 510 | 364,109374,eastern europe,1444529119 511 | 364,109374,europe,1444529115 512 | 364,109374,historical,1444529139 513 | 364,109374,on the run,1444529148 514 | 364,109374,quirky,1444529109 515 | 364,115617,comedy,1444530392 516 | 364,115617,Coming of Age,1444530417 517 | 364,115617,family,1444530402 518 | 364,115617,friends,1444530410 519 | 364,115617,funny,1444530394 520 | 364,115617,happy ending,1444530413 521 | 364,115617,heartwarming,1444528813 522 | 364,115617,inspiring,1444530404 523 | 364,115617,japanese influence,1444528772 524 | 364,115617,pixar,1444530397 525 | 364,115617,technology,1444528781 526 | 364,118997,comedy,1444530159 527 | 364,118997,fairy tale,1444530100 528 | 364,118997,funny,1444530106 529 | 364,118997,great soundtrack,1444530127 530 | 364,118997,imaginative,1444530113 531 | 364,118997,meryl streep,1444530142 532 | 364,118997,musical,1444530098 533 | 364,134853,coming of age,1444530618 534 | 364,134853,creative,1444530620 535 | 364,134853,happiness,1444530631 536 | 364,134853,imaginative,1444530628 537 | 364,134853,Pixar,1444530633 538 | 377,54290,Why the terrorists hate us,1187054169 539 | 380,40614,predictable,1148077862 540 | 402,260,coming of age,1443393648 541 | 402,260,"space epic, science fiction, hero's journey",1443393664 542 | 423,111,cult film,1354033605 543 | 423,111,Martin Scorsese,1354033608 544 | 423,111,social commentary,1354033602 545 | 423,247,stylized,1353702088 546 | 423,247,surreal,1353702083 547 | 423,247,surrealism,1353702082 548 | 423,247,visceral,1353702078 549 | 423,745,animation,1354033746 550 | 423,1079,dark comedy,1353703178 551 | 423,1079,dark humor,1353703182 552 | 423,1079,John Cleese,1353703171 553 | 423,1079,quirky,1353703185 554 | 423,1080,Monty Python,1354033667 555 | 423,1089,nonlinear,1354033640 556 | 423,1089,organized crime,1354033636 557 | 423,1089,Quentin Tarantino,1354033638 558 | 423,1219,Alfred Hitchcock,1354033644 559 | 423,1219,psychology,1354033646 560 | 423,1256,Marx Brothers,1354033718 561 | 423,1258,cult film,1354033633 562 | 423,1258,psychology,1354033630 563 | 423,1729,dark comedy,1354033685 564 | 423,2288,disturbing,1354033600 565 | 423,2529,post-apocalyptic,1354033650 566 | 423,2529,twist ending,1354033653 567 | 423,3030,atmospheric,1354033596 568 | 423,3546,insanity,1353702162 569 | 423,3546,psychological thriller,1353702155 570 | 423,5618,atmospheric,1354033628 571 | 423,5618,surreal,1354033624 572 | 423,5662,Dave Foley,1354033569 573 | 423,6287,Adam Sandler,1354044970 574 | 423,6713,Satoshi Kon,1354033681 575 | 423,8188,elegant,1353701935 576 | 423,27592,stylized,1354033620 577 | 423,27592,violent,1354033611 578 | 423,27773,depressing,1353702390 579 | 423,27773,disturbing,1353702357 580 | 423,27773,hallucinatory,1353702345 581 | 423,27773,paranoid,1353702396 582 | 423,27773,revenge,1353702393 583 | 423,27773,stylized,1353702395 584 | 423,27773,twist ending,1353702400 585 | 423,27773,vengeance,1353702404 586 | 423,30745,Takashi Miike,1354033711 587 | 423,31658,Studio Ghibli,1354033715 588 | 423,52885,anime,1354033657 589 | 423,55820,coen brothers,1354033663 590 | 423,58559,Batman,1354033727 591 | 423,67997,british,1354033698 592 | 423,67997,politics,1354033700 593 | 423,67997,satire,1354033695 594 | 431,5,steve martin,1140455432 595 | 431,150,tom hanks,1165548454 596 | 431,186,hugh grant,1140455419 597 | 431,215,ethan hawke,1165548716 598 | 431,236,meg ryan,1140455397 599 | 431,246,school,1140455370 600 | 431,260,classic,1140454408 601 | 431,300,Ralph Fiennes,1165548551 602 | 431,318,Phenomenal!,1140454312 603 | 431,337,Johnny Depp***,1140455226 604 | 431,350,overrated,1140455303 605 | 431,357,didn't get it,1140455255 606 | 431,377,Sandra Bullock,1140454879 607 | 431,520,very funny!,1140454299 608 | 431,529,jodi foster,1140455238 609 | 431,587,sweet,1140455292 610 | 431,628,edward norton,1140455195 611 | 431,661,creepy good,1140454443 612 | 431,904,jimmy stewart,1140455208 613 | 431,1059,claire daines,1140455275 614 | 431,1059,clever,1140455275 615 | 431,1059,Leonardo DiCaprio,1140455275 616 | 431,1059,shakespeare,1140455275 617 | 431,1242,denzel washington,1140455181 618 | 431,1250,war,1140455073 619 | 431,1259,r. phoneix,1140455011 620 | 431,1291,cool,1140454996 621 | 431,1358,billy bob thorton,1140455032 622 | 431,1376,not too thrilled,1140455126 623 | 431,1517,cheezy to the max!,1140454281 624 | 431,1635,moody,1165548220 625 | 431,1639,hillarious,1140455102 626 | 431,1801,good but not accurate,1140454574 627 | 431,1954,stallone,1140455043 628 | 431,1956,il,1165548392 629 | 431,1956,lake forest,1165548392 630 | 431,2004,not worth your time,1140454610 631 | 431,2012,liked the other two better,1140455152 632 | 431,2019,classic,1140455086 633 | 431,2085,cute,1140454548 634 | 431,2174,Micheal Keaton,1140454821 635 | 431,2369,must see,1140454589 636 | 431,2396,colin firth,1165548675 637 | 431,2396,Gwenth Paltrow,1165548675 638 | 431,2396,joseph fiennes,1165548675 639 | 431,2571,philosophy,1140454933 640 | 431,2692,cool and great music,1140454393 641 | 431,2700,stupidity,1140454856 642 | 431,3052,controversial,1140454805 643 | 431,3113,stupid,1140455730 644 | 431,3114,Tom Hanks,1140454833 645 | 431,3260,boring,1140455703 646 | 431,3361,tim robbins,1140455685 647 | 431,3751,mel gibson,1140454892 648 | 431,3785,stupid,1140455743 649 | 431,3793,can't stand rogue!,1140454770 650 | 431,3893,renee z,1140455496 651 | 431,3978,boring,1140455549 652 | 431,3994,predictable,1140454952 653 | 431,4016,okay,1140454522 654 | 431,4041,overrated,1140455478 655 | 431,4306,witty!,1140454779 656 | 431,4351,keanu reeves,1140455511 657 | 431,4369,no desire to see this,1140454634 658 | 431,4641,thora birch,1140455465 659 | 431,4701,jakie chan,1140455522 660 | 431,4823,john cusack,1140455540 661 | 431,4890,Gwenth Paltrow,1140455564 662 | 431,5064,not by book,1165548741 663 | 431,5135,nair,1165548358 664 | 431,5349,tobey maguire,1140454907 665 | 431,5377,books,1140455343 666 | 431,5377,relationships,1140455343 667 | 431,5481,mike myers,1140455409 668 | 431,5812,moore,1165548495 669 | 431,6281,collin farrel,1140455383 670 | 431,6539,I loved it! Seen it five times already!,1140454336 671 | 431,6953,Benicio Del Toro,1165548439 672 | 431,8636,the best comic adaptation!,1140454370 673 | 446,65514,kung fu,1436621295 674 | 446,65514,martial arts,1436621295 675 | 446,65514,well done,1436621295 676 | 446,68954,feel good,1436621325 677 | 446,68954,light,1436621329 678 | 446,88125,dark,1436621257 679 | 448,260,sci-fi,1444761481 680 | 448,260,supernatural powers,1444761492 681 | 450,107649,Alex van Warmerdam,1475737520 682 | 450,107649,magical realism,1475737516 683 | 450,107649,weird,1475737522 684 | 456,3703,action,1432308664 685 | 456,3703,desert,1432308674 686 | 456,3703,Dieselpunk,1432308755 687 | 456,3703,Mel Gibson,1432308659 688 | 456,3703,Post apocalyptic,1432308686 689 | 456,3703,post-apocalyptic,1432308656 690 | 456,44191,dystopia,1432308622 691 | 456,44191,thought-provoking,1432308624 692 | 456,106473,animation,1432309088 693 | 456,106473,anime,1432309076 694 | 456,106473,based on a TV show,1432309085 695 | 456,106473,fantasy world,1432309090 696 | 468,3676,National Film Registry,1296204035 697 | 468,5449,Adam Sandler,1296202619 698 | 478,55247,adventure,1446622291 699 | 478,55247,freedom,1446622248 700 | 478,55247,road trip,1446622240 701 | 478,55247,self discovery,1446622259 702 | 478,55247,travel,1446622390 703 | 478,106918,Iceland,1446830144 704 | 478,106918,photography,1446830153 705 | 478,106918,travel,1446830142 706 | 480,8369,who done it,1339456173 707 | 480,70286,aliens,1339283926 708 | 480,70286,humor,1339283929 709 | 480,70286,sci-fi,1339283933 710 | 480,70286,violence,1339283935 711 | 480,78349,claustrophobic,1339283636 712 | 480,78349,experiment,1339283627 713 | 480,78349,group psychology,1339283610 714 | 480,78349,psychological,1339283617 715 | 480,94777,aliens,1339284270 716 | 480,94777,franchise,1339284250 717 | 480,94777,funny,1339284240 718 | 480,94777,time travel,1339284259 719 | 481,260,George Lucas,1437000955 720 | 481,260,starwars,1437000940 721 | 481,1900,brother sister relationship,1437107499 722 | 481,1900,sad,1437107475 723 | 481,1900,siblings,1437107491 724 | 481,2361,cult film,1437105893 725 | 481,117533,big brother,1437004053 726 | 481,117533,documentary,1437004053 727 | 481,117533,privacy,1437004053 728 | 501,1,Pixar,1292956344 729 | 501,47,psychology,1292956276 730 | 501,47,twist ending,1292956362 731 | 501,296,dark comedy,1292956439 732 | 501,296,Quentin Tarantino,1292956435 733 | 501,778,dark comedy,1292956194 734 | 501,1089,organized crime,1292956420 735 | 501,1089,Quentin Tarantino,1292956416 736 | 501,2542,dark comedy,1292956446 737 | 501,2542,Guy Ritchie,1292956448 738 | 501,2542,organized crime,1292956450 739 | 501,2692,nonlinear,1292956226 740 | 501,2692,time travel,1292956392 741 | 501,2959,dark comedy,1292956481 742 | 501,2959,psychology,1292956476 743 | 501,2959,twist ending,1292956479 744 | 501,3114,animation,1292956346 745 | 501,3949,addiction,1292956422 746 | 501,3949,psychology,1292956425 747 | 501,4011,Guy Ritchie,1292956203 748 | 501,4011,twist ending,1292956205 749 | 501,5608,psychology,1292956490 750 | 501,6016,multiple storylines,1292956518 751 | 501,40148,guy ritchie,1292956408 752 | 501,47099,based on a true story,1292956431 753 | 501,60072,assassin,1292956189 754 | 501,62849,Drugs,1292956230 755 | 501,62849,Guy Ritchie,1292956234 756 | 501,62849,twist ending,1292956236 757 | 501,68157,Quentin Tarantino,1292956453 758 | 501,74458,psychological,1292956215 759 | 501,74458,twist ending,1292956212 760 | 501,77455,renegade art,1292956306 761 | 501,78499,Pixar,1292956196 762 | 501,79132,alternate reality,1292956469 763 | 503,260,Science Fiction,1432365802 764 | 503,260,space,1432365814 765 | 512,74458,Psychological Thriller,1434169401 766 | 512,79132,Intrigued,1434169472 767 | 520,4322,baseball,1146596187 768 | 531,1028,comedy of manners,1243454358 769 | 531,1028,Disney,1243454364 770 | 531,1028,Disney studios,1243454367 771 | 531,1028,Julie Andrews,1243454386 772 | 531,1028,multiple roles,1243454371 773 | 531,1028,musical,1243454374 774 | 531,1028,villain nonexistent or not needed for good story,1243454382 775 | 531,1088,80's classic,1243454483 776 | 531,1088,dance,1243454500 777 | 531,1088,girlie movie,1243454518 778 | 531,1088,music,1243454488 779 | 531,1088,musical parodies,1243454503 780 | 531,1088,rich families,1243454508 781 | 531,1258,disturbing,1243454832 782 | 531,1258,Nudity (Full Frontal - Notable),1243454840 783 | 531,1258,Nudity (Full Frontal),1243454842 784 | 531,1258,psychological,1243454846 785 | 531,1258,violent,1243454848 786 | 531,1997,demons,1243454875 787 | 531,1997,horror,1243454878 788 | 531,1997,possession,1243454880 789 | 531,1997,scary,1243454882 790 | 531,2942,dance,1243454447 791 | 531,2942,girlie movie,1243454450 792 | 531,2942,Nudity (Topless),1243454452 793 | 531,2942,strippers,1243454454 794 | 531,4973,comedy,1243510202 795 | 531,4973,drama,1243510204 796 | 531,4973,notable soundtrack,1243510209 797 | 531,4973,quirky,1243510212 798 | 531,6218,football,1243509668 799 | 531,6218,Funny,1243509674 800 | 531,6218,Keira Knightley,1243509670 801 | 531,6218,love,1243509684 802 | 531,6863,funny,1243454300 803 | 531,6863,Jack Black,1243454312 804 | 531,6863,music,1243454317 805 | 531,6863,not only for kids,1243454321 806 | 531,6863,Rock,1243454333 807 | 531,6863,rock and roll,1243454326 808 | 531,6942,british,1243454933 809 | 531,6942,christmas,1243454936 810 | 531,6942,ensemble cast,1243454939 811 | 531,6942,Keira Knightley,1243454943 812 | 531,6942,love,1243454946 813 | 531,6942,multiple storylines,1243454948 814 | 531,6942,Nudity (Topless - Notable),1243454950 815 | 531,6942,Nudity (Topless),1243454952 816 | 531,6942,Romance,1243454954 817 | 531,8533,covers a lifespan,1243455160 818 | 531,8533,memories,1243455166 819 | 531,35836,comedy,1243454586 820 | 531,35836,crude,1243454590 821 | 531,35836,funny,1243454588 822 | 531,35836,nerds,1243454598 823 | 531,35836,Nudity (Topless - Notable),1243454603 824 | 531,35836,Nudity (Topless),1243454610 825 | 531,35836,sex,1243454608 826 | 531,45720,fashion,1243454978 827 | 531,45720,New York,1243454980 828 | 531,45720,Paris,1243454982 829 | 531,45720,Streep strong & funny,1243454985 830 | 531,59725,fashion,1243455007 831 | 531,59725,New York City,1243455012 832 | 531,59725,Nudity (Topless),1243455014 833 | 531,59725,R:strong sexual content,1243455020 834 | 531,59725,romance,1243455018 835 | 531,63131,funny,1243509641 836 | 531,63131,obvious plot,1243509645 837 | 531,63992,romance,1243455092 838 | 531,63992,Teen movie,1243455095 839 | 531,63992,vampires,1243455099 840 | 531,64957,Brad Pitt,1243455053 841 | 531,64957,cinematography,1243455057 842 | 531,64957,drama,1243455060 843 | 531,64969,easily confused with other movie(s) (title),1243454548 844 | 531,64969,funny,1243454556 845 | 531,64969,Jim carrey,1243454553 846 | 531,64969,Zooey Deschanel,1243454561 847 | 546,3176,Gwyneth Paltrow,1301715429 848 | 546,3176,Jude Law,1301715415 849 | 546,3707,Nudity (Rear),1301284184 850 | 546,3707,Nudity (Topless),1301284182 851 | 546,3707,sexy food,1301284180 852 | 546,5984,BDSM,1301785972 853 | 546,5984,Blindfold,1301785976 854 | 546,5984,Bondage,1301785990 855 | 546,5984,Domination,1301785971 856 | 546,5984,Fetish,1301785980 857 | 546,5984,Gag,1301785974 858 | 546,5984,Spanked,1301785983 859 | 546,5984,Submission,1301785988 860 | 546,5984,Tied,1301785981 861 | 546,5984,Udo Kier,1301785978 862 | 546,7155,Nudity (Topless - Notable),1334013574 863 | 546,7155,Nudity (Topless),1334013570 864 | 546,39421,Nudity (Topless),1334013436 865 | 546,39421,porn,1334013433 866 | 546,48780,based on a book,1301715225 867 | 546,48780,twist ending,1301715231 868 | 546,53318,notable nudity,1301196436 869 | 546,53318,Nudity (Full Frontal),1301196425 870 | 547,215,holes90s,1342849999 871 | 547,293,holes90s,1342849862 872 | 547,306,holes90s,1342849839 873 | 547,319,holes90s,1342849790 874 | 547,364,holes90s,1342849955 875 | 547,541,afi,1182393913 876 | 547,588,holes90s,1342849969 877 | 547,599,dvd,1388422564 878 | 547,599,holes60s,1388820371 879 | 547,757,getdvd,1423201850 880 | 547,914,holes60s,1342850735 881 | 547,946,holes40s,1412348245 882 | 547,954,afi,1182393876 883 | 547,1153,tcm,1189187818 884 | 547,1172,holes80s,1342849456 885 | 547,1197,holes80s,1342849599 886 | 547,1209,holes60s,1351319934 887 | 547,1211,holes80s,1342849466 888 | 547,1232,sightsound,1343973832 889 | 547,1245,holes90s,1342849804 890 | 547,1260,tcm,1189187750 891 | 547,1272,holes70s,1342849087 892 | 547,1273,holes80s,1342849477 893 | 547,1281,holes40s,1412348178 894 | 547,1281,tivo,1476583274 895 | 547,1283,afi,1182394030 896 | 547,1283,hdtv,1199396362 897 | 547,1572,sightsound,1343973703 898 | 547,1935,holes40s,1412348396 899 | 547,1942,holes40s,1412348211 900 | 547,1957,holes80s,1342849494 901 | 547,2028,afi,1182394053 902 | 547,2028,hdtv,1200784012 903 | 547,2028,holes90s,1342849945 904 | 547,2109,holes70s,1342849272 905 | 547,2178,holes70s,1342849166 906 | 547,2182,tcm,1412347392 907 | 547,2202,holes40s,1412348261 908 | 547,2330,holes90s,1342849749 909 | 547,2677,holes90s,1342849900 910 | 547,2730,getdvd,1350531508 911 | 547,2730,holes70s,1342849220 912 | 547,2747,tivo,1476583080 913 | 547,2857,holes60s,1342850705 914 | 547,2920,getdvd,1412348038 915 | 547,2920,holes40s,1412348038 916 | 547,2927,holes40s,1412348319 917 | 547,2936,afi,1182393939 918 | 547,2936,holes40s,1412348275 919 | 547,3022,afi,1182393819 920 | 547,3089,holes40s,1412348191 921 | 547,3111,holes80s,1342849685 922 | 547,3246,holes90s,1342849768 923 | 547,3384,holes70s,1342849030 924 | 547,3415,sightsound,1343973557 925 | 547,3498,holes70s,1342849114 926 | 547,3539,tivo,1476583329 927 | 547,3629,afi,1182433856 928 | 547,3629,hdtv,1200784036 929 | 547,3632,holes40s,1412348295 930 | 547,3634,getdvd,1418986019 931 | 547,3634,holes60s,1418986015 932 | 547,3671,holes70s,1342849229 933 | 547,3679,holes80s,1342849435 934 | 547,3742,sightsound,1343973400 935 | 547,3789,holes60s,1342850721 936 | 547,3811,holes80s,1342849524 937 | 547,3947,holes70s,1431088744 938 | 547,4103,holes80s,1342849627 939 | 547,4262,holes80s,1342849544 940 | 547,4326,holes80s,1342849552 941 | 547,4327,holes60s,1342850801 942 | 547,4437,holes70s,1342849298 943 | 547,4712,holes70s,1342849242 944 | 547,4763,getdvd,1471010946 945 | 547,4928,holes70s,1342849195 946 | 547,5169,tcm,1189187923 947 | 547,5198,holes80s,1342849514 948 | 547,5289,tcm,1189187738 949 | 547,5464,holes00s,1342850481 950 | 547,5747,holes80s,1342849443 951 | 547,5791,holes00s,1342850231 952 | 547,5795,tosee,1475705682 953 | 547,5956,dvd,1259388129 954 | 547,6229,holes70s,1342849313 955 | 547,6433,sightsound,1343973308 956 | 547,6515,tcm,1190475823 957 | 547,6643,sightsound,1343973230 958 | 547,6783,sightsound,1343973251 959 | 547,6830,tcm,1190475890 960 | 547,6874,holes00s,1342850598 961 | 547,6981,sightsound,1343973754 962 | 547,6983,holes40s,1412348440 963 | 547,6985,sightsound,1343973328 964 | 547,7195,tcm,1189187983 965 | 547,7243,afi,1182394001 966 | 547,7243,hdtv,1200784002 967 | 547,7335,tcm,1189187908 968 | 547,7438,holes00s,1342850493 969 | 547,7792,holes70s,1342849103 970 | 547,7926,getdvd,1412347952 971 | 547,8125,afi,1182393855 972 | 547,8128,holes80s,1342849418 973 | 547,8154,holes60s,1342850820 974 | 547,8195,sightsound,1343973620 975 | 547,8207,holes70s,1342849135 976 | 547,8236,tcm,1190475838 977 | 547,8494,dvd,1254390631 978 | 547,8584,tivo,1476583430 979 | 547,8645,holes00s,1342850358 980 | 547,8751,tcm,1189187687 981 | 547,8765,tcm,1189187626 982 | 547,8766,tcm,1189187878 983 | 547,8767,tcm,1189187947 984 | 547,25805,sightsound,1343973445 985 | 547,25927,holes40s,1412348360 986 | 547,25927,tcm,1189187934 987 | 547,26150,sightsound,1343973817 988 | 547,26151,sightsound,1343973505 989 | 547,26366,holes70s,1342849254 990 | 547,31770,tcm,1189187673 991 | 547,34517,tivo,1476583581 992 | 547,37741,toplist05,1378985294 993 | 547,38304,toplist05,1378985376 994 | 547,39183,toplist05,1334343486 995 | 547,40629,toplist05,1378985440 996 | 547,40819,toplist05,1378985328 997 | 547,41585,tcm,1189187574 998 | 547,41863,toplist06,1197165976 999 | 547,41997,hdtv,1200107294 1000 | 547,41997,holes00s,1342850302 1001 | 547,42217,sightsound,1343973482 1002 | 547,44199,toplist06,1197165844 1003 | 547,44555,toplist06,1235048573 1004 | 547,45028,toplist06,1197165941 1005 | 547,45210,toplist06,1198810519 1006 | 547,46578,toplist06,1197165894 1007 | 547,46664,holes40s,1412348651 1008 | 547,46664,tcm,1412348651 1009 | 547,46723,toplist06,1197165832 1010 | 547,47099,toplist06,1197164385 1011 | 547,47274,holes70s,1342849207 1012 | 547,47423,toplist06,1197164296 1013 | 547,47629,toplist06,1197165707 1014 | 547,48394,hdtv,1200549984 1015 | 547,48394,holes00s,1342850387 1016 | 547,48516,toplist06,1197165676 1017 | 547,48696,toplist06,1197165862 1018 | 547,48738,toplist06,1197164312 1019 | 547,48774,toplist06,1197165663 1020 | 547,49824,toplist06,1197165695 1021 | 547,49917,toplist06,1268555186 1022 | 547,50068,holes00s,1342850218 1023 | 547,51540,toplist07,1192323038 1024 | 547,52241,toplist07,1197122754 1025 | 547,52281,hdtv,1200875555 1026 | 547,52281,holes00s,1342850259 1027 | 547,52579,getdvd,1471606640 1028 | 547,52967,toplist07,1197313756 1029 | 547,53000,toplist07,1198811122 1030 | 547,53123,toplist07,1187738100 1031 | 547,53894,toplist07,1197122145 1032 | 547,53953,getdvd,1467870755 1033 | 547,54272,toplist07,1187738146 1034 | 547,54286,toplist07,1197122822 1035 | 547,54513,toplist07,1187737659 1036 | 547,54881,toplist07,1268555304 1037 | 547,55052,toplist07,1197122048 1038 | 547,55063,toplist08,1228486494 1039 | 547,55069,holes00s,1472570165 1040 | 547,55069,toplist07,1301765688 1041 | 547,55118,toplist07,1197121987 1042 | 547,55247,toplist07,1197121953 1043 | 547,55253,toplist07,1268555286 1044 | 547,55269,toplist07,1197122030 1045 | 547,55276,toplist07,1195959915 1046 | 547,55280,holes00s,1342850401 1047 | 547,55363,getdvd,1412346850 1048 | 547,55363,holes00s,1342850280 1049 | 547,55442,holes00s,1342850172 1050 | 547,55442,toplist07,1268555437 1051 | 547,55820,toplist07,1197121965 1052 | 547,55946,tivo,1476113630 1053 | 547,56015,tcm,1412347417 1054 | 547,56152,toplist07,1198811180 1055 | 547,56286,toplist07,1268555500 1056 | 547,56367,toplist07,1198968553 1057 | 547,56607,toplist07,1200334592 1058 | 547,56782,toplist07,1200334609 1059 | 547,56788,toplist07,1201665448 1060 | 547,56805,toplist07,1198968631 1061 | 547,57669,toplist08,1250738298 1062 | 547,58191,toplist08,1223243755 1063 | 547,58879,toplist08,1207957343 1064 | 547,60069,toplist08,1230814631 1065 | 547,60766,toplist08,1223243682 1066 | 547,61024,toplist08,1223243801 1067 | 547,61236,holes00s,1342850181 1068 | 547,61236,toplist08,1230870494 1069 | 547,61240,holes00s,1342850379 1070 | 547,61240,toplist08,1230814624 1071 | 547,61323,toplist08,1223244145 1072 | 547,61357,toplist08,1222269690 1073 | 547,63082,toplist08,1228486518 1074 | 547,63876,toplist08,1230814303 1075 | 547,64614,toplist08,1250440712 1076 | 547,64620,toplist08,1230814286 1077 | 547,64622,toplist08,1230942216 1078 | 547,64701,toplist08,1230869509 1079 | 547,64839,toplist08,1236951337 1080 | 547,66665,toplist09,1253860576 1081 | 547,67087,toplist09,1259384470 1082 | 547,67255,toplist10,1270485757 1083 | 547,67429,toplist08,1238823068 1084 | 547,67665,getdvd,1321564884 1085 | 547,67665,toplist09,1250742907 1086 | 547,67997,toplist09,1250742829 1087 | 547,68157,toplist09,1253860562 1088 | 547,68954,holes00s,1342850438 1089 | 547,69481,toplist09,1250742859 1090 | 547,70286,toplist09,1250742877 1091 | 547,70293,toplist09,1253860588 1092 | 547,71108,toplist09,1292047039 1093 | 547,71464,toplist09,1259383811 1094 | 547,71745,toplist09,1259383809 1095 | 547,72011,toplist09,1262145753 1096 | 547,72131,toplist09,1257694906 1097 | 547,72176,tivo,1476113567 1098 | 547,72226,toplist09,1259383836 1099 | 547,72395,toplist09,1262146022 1100 | 547,72720,toplist09,1271429973 1101 | 547,72741,tivo,1476113594 1102 | 547,73023,toplist09,1267280510 1103 | 547,74324,toplist10,1312868042 1104 | 547,74458,toplist10,1276350948 1105 | 547,74545,toplist10,1276350928 1106 | 547,77455,getdvd,1446815214 1107 | 547,77455,toplist10,1292077803 1108 | 547,78039,toplist10,1296798992 1109 | 547,78499,toplist10,1293381435 1110 | 547,78574,toplist10,1281363877 1111 | 547,78653,toplist09,1277386636 1112 | 547,79132,toplist10,1279986154 1113 | 547,79242,toplist10,1281363890 1114 | 547,80463,toplist10,1287199615 1115 | 547,80489,toplist10,1294976085 1116 | 547,81562,toplist10,1292077909 1117 | 547,81591,toplist10,1296799009 1118 | 547,81786,getdvd,1468248495 1119 | 547,81786,toplist11,1312868144 1120 | 547,81845,toplist10,1296798962 1121 | 547,81932,toplist10,1296799034 1122 | 547,82313,tivo,1476650744 1123 | 547,82459,toplist10,1296798978 1124 | 547,82463,toplist10,1299563653 1125 | 547,83976,toplist11,1328012694 1126 | 547,85394,toplist11,1312868243 1127 | 547,86320,toplist11,1317998755 1128 | 547,86833,toplist11,1312868088 1129 | 547,87304,toplist11,1312868078 1130 | 547,88129,toplist11,1322848734 1131 | 547,88235,toplist11,1322849030 1132 | 547,88810,toplist11,1322894457 1133 | 547,89260,toplist11,1329513993 1134 | 547,89470,toplist11,1317998768 1135 | 547,89492,toplist11,1317998745 1136 | 547,89759,toplist11,1327491628 1137 | 547,89804,toplist11,1322848784 1138 | 547,90057,toplist11,1322848999 1139 | 547,90376,toplist11,1327491698 1140 | 547,90439,toplist11,1332487973 1141 | 547,90531,toplist11,1327491714 1142 | 547,90866,toplist11,1327491687 1143 | 547,91077,toplist11,1322848957 1144 | 547,94931,toplist12,1355599327 1145 | 547,94959,toplist12,1342275142 1146 | 547,94969,getdvd,1409381147 1147 | 547,95135,toplist12,1354966882 1148 | 547,95449,toplist12,1356967567 1149 | 547,95558,toplist12,1348198533 1150 | 547,95761,dvd,1387360646 1151 | 547,96417,dvd,1367718836 1152 | 547,96588,toplist12,1355599298 1153 | 547,96610,dvd,1361888026 1154 | 547,96610,toplist12,1354966811 1155 | 547,96728,toplist12,1355599008 1156 | 547,96811,toplist12,1356623017 1157 | 547,96832,dvd,1369217683 1158 | 547,96832,toplist12,1356409181 1159 | 547,97304,toplist12,1353063038 1160 | 547,97673,toplist13,1383626018 1161 | 547,97752,toplist12,1354966835 1162 | 547,97921,toplist12,1354966859 1163 | 547,97923,toplist12,1356623118 1164 | 547,97938,toplist12,1354966894 1165 | 547,98154,toplist12,1354966827 1166 | 547,98961,toplist12,1355938883 1167 | 547,99114,toplist12,1357543606 1168 | 547,99149,toplist12,1356273884 1169 | 547,101285,getdvd,1386729453 1170 | 547,101525,toplist12,1386245688 1171 | 547,101895,toplist13,1383626036 1172 | 547,102194,toplist13,1386658060 1173 | 547,102469,getdvd,1387083948 1174 | 547,103107,toplist13,1396017727 1175 | 547,103372,toplist13,1383625950 1176 | 547,103449,dvd,1378132522 1177 | 547,103624,toplist13,1388209512 1178 | 547,103688,dvd,1472303875 1179 | 547,105197,toplist13,1386657913 1180 | 547,105355,toplist13,1397129838 1181 | 547,105504,toplist13,1386245656 1182 | 547,106100,toplist13,1389766232 1183 | 547,106766,toplist13,1386658220 1184 | 547,106916,toplist13,1386657846 1185 | 547,106920,toplist13,1386657798 1186 | 547,107141,toplist13,1386946018 1187 | 547,107636,tivo,1476583144 1188 | 547,109374,toplist14,1402760218 1189 | 547,110871,getdvd,1399051398 1190 | 547,111249,getdvd,1423194272 1191 | 547,111251,dvd,1410947141 1192 | 547,111251,toplist14,1446283752 1193 | 547,111505,getdvd,1400501925 1194 | 547,111622,toplist14,1420131617 1195 | 547,112070,tivo,1476113970 1196 | 547,112183,toplist14,1416281804 1197 | 547,112290,toplist14,1411137921 1198 | 547,112515,getdvd,1423194952 1199 | 547,112515,toplist14,1418485385 1200 | 547,112550,getdvd,1470238109 1201 | 547,112552,toplist14,1417010184 1202 | 547,112556,toplist14,1412347244 1203 | 547,112852,toplist14,1407510485 1204 | 547,113064,getdvd,1423194143 1205 | 547,114254,getdvd,1450365156 1206 | 547,114342,toplist14,1417010271 1207 | 547,114459,getdvd,1412474417 1208 | 547,114662,toplist14,1423131235 1209 | 547,115139,tcm,1413426713 1210 | 547,115569,toplist14,1431187332 1211 | 547,115713,toplist15,1446211131 1212 | 547,116161,toplist14,1417010500 1213 | 547,116797,toplist14,1425780053 1214 | 547,117176,toplist14,1417010208 1215 | 547,117533,dvd,1473748292 1216 | 547,117533,getdvd,1446815098 1217 | 547,117533,toplist14,1417010466 1218 | 547,118700,getdvd,1446815138 1219 | 547,118700,toplist14,1423224182 1220 | 547,118880,getdvd,1449757705 1221 | 547,118880,toplist14,1449757002 1222 | 547,122882,getdvd,1470112098 1223 | 547,122882,toplist15,1449755519 1224 | 547,123663,tivo,1476583542 1225 | 547,123695,tivo,1476583459 1226 | 547,127108,tivo,1476583101 1227 | 547,127108,toplist15,1449756138 1228 | 547,127114,toplist15,1449756046 1229 | 547,127144,tivo,1476583306 1230 | 547,127206,getdvd,1470111984 1231 | 547,127212,tivo,1476113822 1232 | 547,128235,tivo,1476583410 1233 | 547,128360,toplist15,1449755822 1234 | 547,128512,getdvd,1470112064 1235 | 547,128606,toplist15,1468592921 1236 | 547,131796,tivo,1476583367 1237 | 547,132458,tivo,1476583517 1238 | 547,132547,dvd,1473748244 1239 | 547,132549,tivo,1476583387 1240 | 547,132800,getdvd,1454164221 1241 | 547,133645,toplist15,1449754606 1242 | 547,133771,getdvd,1470111738 1243 | 547,134130,toplist15,1446210938 1244 | 547,134853,toplist15,1446211185 1245 | 547,134859,getdvd,1470111811 1246 | 547,134859,toplist15,1449755731 1247 | 547,134881,toplist15,1446283359 1248 | 547,137337,toplist15,1446211164 1249 | 547,139385,toplist15,1449755171 1250 | 547,139642,tivo,1476583038 1251 | 547,140174,toplist15,1446211303 1252 | 547,140715,tivo,1476583167 1253 | 547,140725,tivo,1476583059 1254 | 547,141749,toplist15,1468077718 1255 | 547,142488,toplist15,1449754627 1256 | 547,143385,toplist15,1446211337 1257 | 547,144172,bkk,1472400655 1258 | 547,146656,toplist15,1449755899 1259 | 547,148482,tivo,1476583253 1260 | 547,148626,toplist15,1449755637 1261 | 547,155064,bkk,1472179444 1262 | 547,156387,toplist16,1467946629 1263 | 547,158783,bkk,1466133970 1264 | 547,160954,bkk,1472178574 1265 | 547,161336,getdvd,1469112392 1266 | 547,161582,bkk,1472737430 1267 | 547,163056,bkk,1472178747 1268 | 547,163949,toplist16,1476419254 1269 | 547,164977,tivo,1476113746 1270 | 547,164979,tivo,1476113908 1271 | 567,138610,found footage,1436827601 1272 | 567,138610,survival horror,1436827612 1273 | 574,47044,Michael Mann,1232812787 1274 | 583,112552,determination,1430526450 1275 | 583,112552,devotion,1430526450 1276 | 583,112552,music,1430526450 1277 | 599,66203,honest,1344134759 1278 | 599,82152,alex pettyfer,1306109318 1279 | 611,105504,hijacking,1471521058 1280 | 611,105504,ocean,1471521036 1281 | 611,105504,pirates,1471521067 1282 | 611,105504,suspense,1471521044 1283 | 615,111384,revenge,1408781036 1284 | 615,111384,vengeance,1408781025 1285 | 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