├── game data.csv ├── Screen Time Data.csv ├── README.md ├── index.csv ├── perfume.csv ├── iris.csv ├── asia_gdp.csv ├── hepatitis.csv ├── electricity.csv ├── country-data.csv ├── seeds.csv ├── heart.csv ├── glass.csv ├── heart_disease.csv ├── ipl.csv ├── employee_performance.csv ├── blood.csv ├── cancer.csv ├── questions.csv ├── migration.csv └── Real estate.csv /game data.csv: -------------------------------------------------------------------------------- 1 | Days,Outlook,Temprature,Routine,Wear Jacket? 2 | 1,Sunny,Cold,Indoor ,No 3 | 2,Cloudy,Cold,Indoor ,Yes 4 | 3,Cloudy,Warm,Outdoor,No 5 | 4,Sunny,Cold,Outdoor,Yes 6 | 5,Cloudy,Cold,Outdoor,Yes 7 | 6,Sunny,Warm,Outdoor,No 8 | 7,Cloudy,Warm,Indoor ,No 9 | 8,Sunny,Warm,Indoor ,No -------------------------------------------------------------------------------- /Screen Time Data.csv: -------------------------------------------------------------------------------- 1 | index,Date,Week Day,Total Screen Time ,Social Networking,Reading and Reference,Other,Productivity,Health and Fitness,Entertainment,Creativity,Yoga 2 | 0,04/17/19,Wednesday,187,89,17,41,22,0,0,0,0 3 | 1,04/18/19,Thursday,123,78,17,8,9,0,0,0,0 4 | 2,04/19/19,Friday,112,52,40,8,4,0,3,0,0 5 | 3,04/20/19,Saturday,101,69,9,38,2,0,3,0,0 6 | 4,04/21/19,Sunday,56,35,2,43,3,0,1,1,0 7 | 5,04/22/19,Monday,189,68,0,9,3,4,0,0,0 8 | 6,04/23/19,Tuesday,158,56,18,41,12,15,0,0,0 9 | 7,04/24/19,Wednesday,135,98,3,33,16,0,0,0,0 10 | 8,04/25/19,Thursday,52,25,7,3,16,0,0,0,0 11 | 9,04/26/19,Friday,198,76,8,29,15,0,32,0,0 12 | 10,04/27/19,Saturday,116,75,10,20,5,0,0,0,0 13 | 11,04/28/19,Sunday,85,42,22,4,2,0,0,0,0 14 | 12,04/29/19,Monday,109,46,8,13,9,15,1,0,1 15 | 13,04/30/19,Tuesday,79,40,2,9,12,0,0,0,1 16 | 14,05/01/19,Wednesday,127,90,0,10,7,0,0,0,1 17 | 15,05/02/19,Thursday,170,60,3,2,11,0,0,0,1 18 | 16,05/03/19,Friday,91,64,2,18,5,1,1,2,1 19 | 17,05/04/19,Saturday,58,34,4,5,3,0,1,0,1 20 | 18,05/05/19,Sunday,133,109,5,1,3,0,0,0,1 21 | 19,05/06/19,Monday,144,81,4,5,3,0,0,0,1 22 | 20,05/07/19,Tuesday,110,70,5,6,15,0,9,0,1 23 | 21,05/08/19,Wednesday,122,53,25,26,15,0,0,0,1 24 | 22,05/09/19,Thursday,96,42,15,16,19,0,0,0,1 25 | 23,05/10/19,Friday,161,93,13,17,16,1,0,0,1 26 | 24,05/11/19,Saturday,58,49,1,2,2,0,0,2,1 27 | 25,05/12/19,Sunday,52,28,1,1,6,0,0,1,1 28 | 26,05/13/19,Monday,61,37,1,0,4,0,0,0,1 29 | 27,05/14/19,Tuesday,88,41,2,7,15,0,0,0,1 30 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Comprehensive Dataset Collection!! 5 | 6 | 7 |

Comprehensive Dataset Collection

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Welcome to the Comprehensive Dataset Collection repository! This repository contains over 50 datasets collected from various reputable sources such as Kaggle, Data.gov, Nasdaq, and more. These datasets cover a wide range of topics and are perfect for data science, machine learning, and AI projects.

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Repository Overview

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In this repository, you will find a diverse collection of datasets that can be used for various purposes including academic research, data analysis, and machine learning model training.

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Sources of Datasets

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Kaggle
Data.gov
Nasdaq
and many more...

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How to Use

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You can browse through the datasets in this repository and use them for your projects. Each dataset is stored in a separate directory with a brief description and metadata.

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Repository Link

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Explore the datasets in detail here.

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Additional Resources

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We also offer a variety of paid courses on data science on our website. Visit aiQuest for more details.

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For free resources, check out our YouTube channel: StudyMart.

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Join our Facebook group for more discussions and resources: StudyMart Facebook Group.

31 | 32 | 37 | 38 | 39 | -------------------------------------------------------------------------------- /index.csv: -------------------------------------------------------------------------------- 1 | Dataset,Data Types,Default Task,Target Variable 1,Target Variable 2,# Instances,# Attributes,Missing Values 2 | anomaly,Multivariate,Anomaly Detection,None,None,1000,10,N 3 | france,Multivariate,Association Rule Mining,InvoiceNo,Description,8557,8,N 4 | germany,Multivariate,Association Rule Mining,InvoiceNo,Description,9495,8,N 5 | bank,Multivariate,Classification (Binary),deposit,None,45211,17,N 6 | blood,Multivariate,Classification (Binary),Class,None,748,5,N 7 | cancer,Multivariate,Classification (Binary),Class,None,683,10,N 8 | credit,Multivariate,Classification (Binary),default,None,24000,24,N 9 | diabetes,Multivariate,Classification (Binary),Class variable,None,768,9,N 10 | electrical_grid,Multivariate,Classification (Binary),stabf,None,10000,14,N 11 | employee,Multivariate,Classification (Binary),left,None,14999,10,N 12 | heart,Multivariate,Classification (Binary),DEATH,None,200,16,N 13 | heart_disease,Multivariate,Classification (Binary),Disease,None,270,14,N 14 | hepatitis,Multivariate,Classification (Binary),Class,None,154,32,Y 15 | income,Multivariate,Classification (Binary),income >50K,None,32561,14,Y 16 | juice,Multivariate,Classification (Binary),Purchase,None,1070,15,N 17 | nba,Multivariate,Classification (Binary),TARGET_5Yrs,None,1340,21,N 18 | wine,Multivariate,Classification (Binary),type,None,6498,13,N 19 | telescope,Multivariate,Classification (Binary),Class,None,19020,11,N 20 | titanic,Multivariate,Classification (Binary),Survived,None,891,11,Y 21 | us_presidential_election_results,Multivariate,Classification (Binary),party_winner,None,497,7,N 22 | glass,Multivariate,Classification (Multiclass),Type,None,214,10,N 23 | iris,Multivariate,Classification (Multiclass),species,None,150,5,N 24 | poker,Multivariate,Classification (Multiclass),CLASS,None,100000,11,N 25 | questions,Multivariate,Classification (Multiclass),Next_Question,None,499,4,N 26 | satellite,Multivariate,Classification (Multiclass),Class,None,6435,37,N 27 | CTG,Multivariate,Classification (Multiclass),NSP,None,2129,40,Y 28 | asia_gdp,Multivariate,Clustering,None,None,40,11,N 29 | elections,Multivariate,Clustering,None,None,3195,54,Y 30 | facebook,Multivariate,Clustering,None,None,7050,12,N 31 | ipl,Multivariate,Clustering,None,None,153,25,N 32 | jewellery,Multivariate,Clustering,None,None,505,4,N 33 | mice,Multivariate,Clustering,None,None,1080,82,Y 34 | migration,Multivariate,Clustering,None,None,233,12,N 35 | perfume,Multivariate,Clustering,None,None,20,29,N 36 | pokemon,Multivariate,Clustering,None,None,800,13,Y 37 | population,Multivariate,Clustering,None,None,255,56,Y 38 | public_health,Multivariate,Clustering,None,None,224,21,N 39 | seeds,Multivariate,Clustering,None,None,210,7,N 40 | wholesale,Multivariate,Clustering,None,None,440,8,N 41 | tweets,Text,NLP,tweet,None,8594,2,N 42 | amazon,Text,NLP / Classification,reviewText,None,20000,2,N 43 | kiva,Text,NLP / Classification,en,None,6818,7,N 44 | spx,Text,NLP / Regression,text,None,874,4,N 45 | wikipedia,Text,NLP / Classification,Text,None,500,3,N 46 | automobile,Multivariate,Regression,price,None,202,26,Y 47 | bike,Multivariate,Regression,cnt,None,17379,15,N 48 | boston,Multivariate,Regression,medv,None,506,14,N 49 | concrete,Multivariate,Regression,strength,None,1030,9,N 50 | diamond,Multivariate,Regression,Price,None,6000,8,N 51 | energy,Multivariate,Regression,Heating Load,Cooling Load,768,10,N 52 | forest,Multivariate,Regression,area,None,517,13,N 53 | gold,Multivariate,Regression,Gold_T+22,None,2558,121,N 54 | house,Multivariate,Regression,SalePrice,None,1461,81,Y 55 | insurance,Multivariate,Regression,charges,None,1338,7,N 56 | parkinsons,Multivariate,Regression,PPE,None,5875,22,N 57 | traffic,Multivariate,Regression,traffic_volume,None,48204,8,N 58 | -------------------------------------------------------------------------------- /perfume.csv: -------------------------------------------------------------------------------- 1 | Perfume,Measurement1,Measurement2,Measurement3,Measurement4,Measurement5,Measurement6,Measurement7,Measurement8,Measurement9,Measurement10,Measurement11,Measurement12,Measurement13,Measurement14,Measurement15,Measurement16,Measurement17,Measurement18,Measurement19,Measurement20,Measurement21,Measurement22,Measurement23,Measurement24,Measurement25,Measurement26,Measurement27,Measurement28 2 | ajayeb,64558,64556,64543,64543,64541,64543,64543,64541,64541,64541,64541,64541,64541,64528,64528,63529,63529,64541,64541,64541,64541,64541,64541,64541,64528,64528,64528,64528 3 | ajmal,60502,60489,61485,60487,61485,61513,60515,60500,60500,60487,60500,61526,60528,60528,60528,60500,61483,61485,60472,60472,60461,61470,60487,60487,61485,60487,60472,60472 4 | amreaj,57040,57040,57040,58041,58041,58041,58041,57042,57042,58043,58043,58043,58043,58043,57042,58041,58041,58041,58041,58041,58041,58041,58041,58041,58041,58041,58041,58041 5 | aood,71083,72087,71091,71095,71099,72103,71099,72099,72099,73098,72094,73094,72091,72091,72091,72095,72095,72095,72095,71095,71095,72103,71103,71103,71103,72103,72103,72098 6 | asgar_ali,68209,68209,68216,68216,68223,68223,68223,68223,68230,68230,68230,68230,68230,68230,68223,68223,68223,68223,68230,67224,67217,67217,68223,68223,68223,68223,68223,68230 7 | bukhoor,71046,71046,71046,71046,71046,71046,71046,71046,71046,70046,69046,70046,70046,69046,69046,70048,70048,70048,70049,70049,70049,70048,70049,70048,70046,70046,70048,71048 8 | burberrry,61096,61096,60093,60092,60093,60093,61096,61096,61096,61096,60092,60092,60092,60092,61092,61092,60089,60089,60089,60089,60089,60092,60089,60089,60089,61088,61088,60089 9 | dehenalaod,68132,69137,69137,68137,68137,69142,69142,68137,68137,68137,69142,69142,69142,69142,69142,68142,68142,69142,69142,69142,69142,69142,69142,68137,69137,69137,69137,69136 10 | junaid,71590,71575,71574,71560,71560,71559,72573,71559,71559,71559,71559,72588,72588,72587,72573,72572,72571,72557,72557,72556,72556,72557,72556,72542,72542,72556,72556,72556 11 | kausar,74631,74649,74650,74650,74650,74632,74632,74632,73633,73650,73650,74667,74667,73650,73633,73617,73617,73617,73617,73585,73584,73600,73601,73601,73585,73585,73585,73585 12 | rose,62999,62999,62999,62999,62999,62999,61999,62999,62999,62999,62999,62999,61999,62999,62999,62999,62999,62999,62999,62999,62999,62999,62999,61999,62999,62999,62999,61999 13 | solidmusk,46014,46014,46014,46014,46014,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015,46015 14 | TeaTreeOil,82394,82382,82383,82372,82382,82372,82416,82440,82428,82416,82382,82372,82383,82394,82405,82394,82382,82383,82383,82383,82394,82394,82394,82394,82383,83382,82372,82361 15 | raspberry,78999,78999,78999,78999,79999,78999,78999,78999,79999,78999,78999,78999,78999,79999,79999,78999,78999,79999,79999,78999,79999,79999,79999,79999,79999,79999,78999,78999 16 | RoseMusk,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056,85056 17 | strawberry,71999,71999,71999,70999,71999,71999,71999,71999,71999,71999,71999,71999,71999,70999,70999,70999,71999,71999,71999,70999,71999,71999,71999,70999,70999,70999,70999,70999 18 | constrected2,66805,65808,65808,66805,66805,65785,65785,65785,65785,66782,65765,66763,66760,66760,66760,66739,66722,66722,66722,67736,66719,66719,66701,66701,67717,66701,66698,66698 19 | carolina_herrera,63076,63072,64072,64068,63065,64065,65064,64061,65061,63062,63062,63062,64065,63058,65061,65061,65058,65057,65055,66054,66054,65055,65055,64055,63052,64052,63052,63052 20 | oudh_ma'alattar,67197,67197,67204,67210,67204,67204,67210,67210,67210,67210,67204,66198,67197,67197,66198,67203,67203,66198,66198,66204,67211,66204,67217,66211,66212,66211,66211,67218 21 | constrected,65151,66151,66151,66151,65146,66151,65146,65146,65146,65146,65146,65146,65146,65146,65146,65146,65146,65146,66145,66145,66145,66145,66145,66145,66145,66145,66145,66150 22 | -------------------------------------------------------------------------------- /iris.csv: -------------------------------------------------------------------------------- 1 | sepal_length,sepal_width,petal_length,petal_width,species 2 | 5.1,3.5,1.4,0.2,Iris-setosa 3 | 4.9,3,1.4,0.2,Iris-setosa 4 | 4.7,3.2,1.3,0.2,Iris-setosa 5 | 4.6,3.1,1.5,0.2,Iris-setosa 6 | 5,3.6,1.4,0.2,Iris-setosa 7 | 5.4,3.9,1.7,0.4,Iris-setosa 8 | 4.6,3.4,1.4,0.3,Iris-setosa 9 | 5,3.4,1.5,0.2,Iris-setosa 10 | 4.4,2.9,1.4,0.2,Iris-setosa 11 | 4.9,3.1,1.5,0.1,Iris-setosa 12 | 5.4,3.7,1.5,0.2,Iris-setosa 13 | 4.8,3.4,1.6,0.2,Iris-setosa 14 | 4.8,3,1.4,0.1,Iris-setosa 15 | 4.3,3,1.1,0.1,Iris-setosa 16 | 5.8,4,1.2,0.2,Iris-setosa 17 | 5.7,4.4,1.5,0.4,Iris-setosa 18 | 5.4,3.9,1.3,0.4,Iris-setosa 19 | 5.1,3.5,1.4,0.3,Iris-setosa 20 | 5.7,3.8,1.7,0.3,Iris-setosa 21 | 5.1,3.8,1.5,0.3,Iris-setosa 22 | 5.4,3.4,1.7,0.2,Iris-setosa 23 | 5.1,3.7,1.5,0.4,Iris-setosa 24 | 4.6,3.6,1,0.2,Iris-setosa 25 | 5.1,3.3,1.7,0.5,Iris-setosa 26 | 4.8,3.4,1.9,0.2,Iris-setosa 27 | 5,3,1.6,0.2,Iris-setosa 28 | 5,3.4,1.6,0.4,Iris-setosa 29 | 5.2,3.5,1.5,0.2,Iris-setosa 30 | 5.2,3.4,1.4,0.2,Iris-setosa 31 | 4.7,3.2,1.6,0.2,Iris-setosa 32 | 4.8,3.1,1.6,0.2,Iris-setosa 33 | 5.4,3.4,1.5,0.4,Iris-setosa 34 | 5.2,4.1,1.5,0.1,Iris-setosa 35 | 5.5,4.2,1.4,0.2,Iris-setosa 36 | 4.9,3.1,1.5,0.1,Iris-setosa 37 | 5,3.2,1.2,0.2,Iris-setosa 38 | 5.5,3.5,1.3,0.2,Iris-setosa 39 | 4.9,3.1,1.5,0.1,Iris-setosa 40 | 4.4,3,1.3,0.2,Iris-setosa 41 | 5.1,3.4,1.5,0.2,Iris-setosa 42 | 5,3.5,1.3,0.3,Iris-setosa 43 | 4.5,2.3,1.3,0.3,Iris-setosa 44 | 4.4,3.2,1.3,0.2,Iris-setosa 45 | 5,3.5,1.6,0.6,Iris-setosa 46 | 5.1,3.8,1.9,0.4,Iris-setosa 47 | 4.8,3,1.4,0.3,Iris-setosa 48 | 5.1,3.8,1.6,0.2,Iris-setosa 49 | 4.6,3.2,1.4,0.2,Iris-setosa 50 | 5.3,3.7,1.5,0.2,Iris-setosa 51 | 5,3.3,1.4,0.2,Iris-setosa 52 | 7,3.2,4.7,1.4,Iris-versicolor 53 | 6.4,3.2,4.5,1.5,Iris-versicolor 54 | 6.9,3.1,4.9,1.5,Iris-versicolor 55 | 5.5,2.3,4,1.3,Iris-versicolor 56 | 6.5,2.8,4.6,1.5,Iris-versicolor 57 | 5.7,2.8,4.5,1.3,Iris-versicolor 58 | 6.3,3.3,4.7,1.6,Iris-versicolor 59 | 4.9,2.4,3.3,1,Iris-versicolor 60 | 6.6,2.9,4.6,1.3,Iris-versicolor 61 | 5.2,2.7,3.9,1.4,Iris-versicolor 62 | 5,2,3.5,1,Iris-versicolor 63 | 5.9,3,4.2,1.5,Iris-versicolor 64 | 6,2.2,4,1,Iris-versicolor 65 | 6.1,2.9,4.7,1.4,Iris-versicolor 66 | 5.6,2.9,3.6,1.3,Iris-versicolor 67 | 6.7,3.1,4.4,1.4,Iris-versicolor 68 | 5.6,3,4.5,1.5,Iris-versicolor 69 | 5.8,2.7,4.1,1,Iris-versicolor 70 | 6.2,2.2,4.5,1.5,Iris-versicolor 71 | 5.6,2.5,3.9,1.1,Iris-versicolor 72 | 5.9,3.2,4.8,1.8,Iris-versicolor 73 | 6.1,2.8,4,1.3,Iris-versicolor 74 | 6.3,2.5,4.9,1.5,Iris-versicolor 75 | 6.1,2.8,4.7,1.2,Iris-versicolor 76 | 6.4,2.9,4.3,1.3,Iris-versicolor 77 | 6.6,3,4.4,1.4,Iris-versicolor 78 | 6.8,2.8,4.8,1.4,Iris-versicolor 79 | 6.7,3,5,1.7,Iris-versicolor 80 | 6,2.9,4.5,1.5,Iris-versicolor 81 | 5.7,2.6,3.5,1,Iris-versicolor 82 | 5.5,2.4,3.8,1.1,Iris-versicolor 83 | 5.5,2.4,3.7,1,Iris-versicolor 84 | 5.8,2.7,3.9,1.2,Iris-versicolor 85 | 6,2.7,5.1,1.6,Iris-versicolor 86 | 5.4,3,4.5,1.5,Iris-versicolor 87 | 6,3.4,4.5,1.6,Iris-versicolor 88 | 6.7,3.1,4.7,1.5,Iris-versicolor 89 | 6.3,2.3,4.4,1.3,Iris-versicolor 90 | 5.6,3,4.1,1.3,Iris-versicolor 91 | 5.5,2.5,4,1.3,Iris-versicolor 92 | 5.5,2.6,4.4,1.2,Iris-versicolor 93 | 6.1,3,4.6,1.4,Iris-versicolor 94 | 5.8,2.6,4,1.2,Iris-versicolor 95 | 5,2.3,3.3,1,Iris-versicolor 96 | 5.6,2.7,4.2,1.3,Iris-versicolor 97 | 5.7,3,4.2,1.2,Iris-versicolor 98 | 5.7,2.9,4.2,1.3,Iris-versicolor 99 | 6.2,2.9,4.3,1.3,Iris-versicolor 100 | 5.1,2.5,3,1.1,Iris-versicolor 101 | 5.7,2.8,4.1,1.3,Iris-versicolor 102 | 6.3,3.3,6,2.5,Iris-virginica 103 | 5.8,2.7,5.1,1.9,Iris-virginica 104 | 7.1,3,5.9,2.1,Iris-virginica 105 | 6.3,2.9,5.6,1.8,Iris-virginica 106 | 6.5,3,5.8,2.2,Iris-virginica 107 | 7.6,3,6.6,2.1,Iris-virginica 108 | 4.9,2.5,4.5,1.7,Iris-virginica 109 | 7.3,2.9,6.3,1.8,Iris-virginica 110 | 6.7,2.5,5.8,1.8,Iris-virginica 111 | 7.2,3.6,6.1,2.5,Iris-virginica 112 | 6.5,3.2,5.1,2,Iris-virginica 113 | 6.4,2.7,5.3,1.9,Iris-virginica 114 | 6.8,3,5.5,2.1,Iris-virginica 115 | 5.7,2.5,5,2,Iris-virginica 116 | 5.8,2.8,5.1,2.4,Iris-virginica 117 | 6.4,3.2,5.3,2.3,Iris-virginica 118 | 6.5,3,5.5,1.8,Iris-virginica 119 | 7.7,3.8,6.7,2.2,Iris-virginica 120 | 7.7,2.6,6.9,2.3,Iris-virginica 121 | 6,2.2,5,1.5,Iris-virginica 122 | 6.9,3.2,5.7,2.3,Iris-virginica 123 | 5.6,2.8,4.9,2,Iris-virginica 124 | 7.7,2.8,6.7,2,Iris-virginica 125 | 6.3,2.7,4.9,1.8,Iris-virginica 126 | 6.7,3.3,5.7,2.1,Iris-virginica 127 | 7.2,3.2,6,1.8,Iris-virginica 128 | 6.2,2.8,4.8,1.8,Iris-virginica 129 | 6.1,3,4.9,1.8,Iris-virginica 130 | 6.4,2.8,5.6,2.1,Iris-virginica 131 | 7.2,3,5.8,1.6,Iris-virginica 132 | 7.4,2.8,6.1,1.9,Iris-virginica 133 | 7.9,3.8,6.4,2,Iris-virginica 134 | 6.4,2.8,5.6,2.2,Iris-virginica 135 | 6.3,2.8,5.1,1.5,Iris-virginica 136 | 6.1,2.6,5.6,1.4,Iris-virginica 137 | 7.7,3,6.1,2.3,Iris-virginica 138 | 6.3,3.4,5.6,2.4,Iris-virginica 139 | 6.4,3.1,5.5,1.8,Iris-virginica 140 | 6,3,4.8,1.8,Iris-virginica 141 | 6.9,3.1,5.4,2.1,Iris-virginica 142 | 6.7,3.1,5.6,2.4,Iris-virginica 143 | 6.9,3.1,5.1,2.3,Iris-virginica 144 | 5.8,2.7,5.1,1.9,Iris-virginica 145 | 6.8,3.2,5.9,2.3,Iris-virginica 146 | 6.7,3.3,5.7,2.5,Iris-virginica 147 | 6.7,3,5.2,2.3,Iris-virginica 148 | 6.3,2.5,5,1.9,Iris-virginica 149 | 6.5,3,5.2,2,Iris-virginica 150 | 6.2,3.4,5.4,2.3,Iris-virginica 151 | 5.9,3,5.1,1.8,Iris-virginica 152 | -------------------------------------------------------------------------------- /asia_gdp.csv: -------------------------------------------------------------------------------- 1 | Country Name,Indicator Name,2013,2014,2015,2016,2017,2018,2019,2020,2021 2 | "China, P.R.: Macao","National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",11.20061279,-0.852107968,-20.34874242,-4.748693225,0.238774156,0.410595217,1.087283077,1.94296636,2.583093715 3 | Mongolia,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",11.64891619,7.885225481,2.357171189,0.041471652,0.97636868,3.466654065,5.129723428,8.574177658,5.467369048 4 | Vanuatu,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",1.96914608,2.330436376,-0.8,4,4.5,4,3.5,3,3 5 | Tuvalu,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",1.292326462,2.236106813,2.642013713,3.951913367,2.267878331,2.335116729,2.216674225,2.021799219,2.070993406 6 | Tonga,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",-0.565545018,2.896921266,3.411636443,2.726308314,2.440973959,2.708004667,2.303733313,1.773981682,1.784196318 7 | "Timor-Leste, Dem. Rep. of","National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",2.875695733,5.861136159,4.251,5,5.5,6,6.5,5.5,5.500342783 8 | Solomon Islands,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",3.020456238,1.979384022,3.25,2.999114491,3.270791031,3.00933265,2.995353088,2.998842276,3.240687579 9 | Samoa,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",-1.931325182,1.196146621,1.634775059,3.014977665,1.5090759,2.038807748,2.103983938,2.103983938,2.103983938 10 | Papua New Guinea,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",4.734803832,7.352608126,6.619787527,2.540932916,2.953125928,2.486958021,3.371378589,3.38963245,3.415703156 11 | Palau,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",-2.409274277,4.234079877,9.383689562,0,5,5,4,3,2 12 | "Micronesia, Federated States of","National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",-3.561518835,-3.402898057,-0.164921439,1.053562091,0.722411638,0.718223468,0.824271178,0.48034527,0.6 13 | "Marshall Islands, Republic of","National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",-1.073990088,0.398062973,1.379068779,1.745163508,1.750031487,1.59962375,1.550544686,1.336450028,1.3 14 | Maldives,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",4.69770875,6.479384759,1.515245939,3.008267047,4.059876043,4.715681647,4.722155313,4.779915699,4.724322714 15 | Kiribati,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",5.782164323,2.408704811,3.496995189,3.074732931,2.478712751,2.014172282,1.487975497,1.689492397,1.815199618 16 | Fiji,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",4.735557923,5.289234505,4.3,2.5,3.9,3.9,3.6,3.6,3.6 17 | Bhutan,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",3.570475314,3.818127122,5.213714102,6.028486239,6.408630329,11.34265762,13.87697543,8.50152687,5.231192867 18 | Vietnam,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",5.421873799,5.983634849,6.67930813,6.1,6.2,6.2,6.2,6.2,6.2 19 | Thailand,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",2.70211729,0.817633102,2.819683122,3.234097168,3.273706483,3.097167164,3.033919066,3.033919066,3.033919066 20 | Singapore,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",4.675248276,3.260046591,2.008348373,1.69466882,2.229646936,2.641678561,2.635425212,2.635425212,2.635425212 21 | Philippines,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",7.064009888,6.216544794,5.90691837,6.40000064,6.69674346,6.8,6.9,7,7 22 | Myanmar,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",8.427677575,8.699746636,7.030816998,8.072204726,7.696104177,7.750067247,7.622153309,7.651543853,7.659390693 23 | Malaysia,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",4.69372252,6.012690036,4.967674266,4.3,4.6,4.7,4.9,5,5 24 | Lao People's Democratic Republic,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",7.967987411,7.500573808,7.55931228,7.478469027,7.263841028,7.304080233,7.212946543,7.082066837,7.097085136 25 | Indonesia,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",5.557263689,5.023889052,4.793921304,4.935120756,5.300037236,5.500112732,5.799740428,6.000212453,6.000853183 26 | Cambodia,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",7.427900099,7.071525352,7.036087179,6.991899377,6.911406206,6.794893054,6.757324767,6.519123493,6.285017647 27 | Brunei Darussalam,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",-2.124783186,-2.34864098,-0.55074411,0.376323803,3.947195729,1.712029751,9.064160008,13.02862346,13.17115744 28 | ASEAN,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",5.05899859,4.60358268,4.764492865,4.833352376,5.108379495,5.209726477,5.392987018,5.528551173,5.543085058 29 | Nepal,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",4.128877676,5.988933368,2.725365459,0.560589013,4.047930821,3.766571915,3.82004543,3.788579051,3.834026556 30 | Sri Lanka,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",3.395722774,4.878640647,4.785933632,5,5,5,5.2,5.4,5.5 31 | India,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",6.638755462,7.243509024,7.563387556,7.616677906,7.608115608,7.668814563,7.827526556,7.955524586,8.122209587 32 | Bangladesh,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",6.03803736,6.314085213,6.811657422,6.923036251,6.903288201,7,7,6.741545894,6.5 33 | South Asia,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",6.207929528,6.809899054,7.081902014,7.197007056,7.247304067,7.329195959,7.499186988,7.597139806,7.729264327 34 | Taiwan Province of China,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",2.202440392,3.924934953,0.647897743,0.972080981,1.664803851,1.934578815,2.249272252,2.544222024,2.743406726 35 | "Korea, Republic of","National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",2.896220054,3.341447519,2.611935409,2.720195585,3.038068414,3.059220538,3.007748199,2.998755143,2.982417041 36 | "China, P.R.: Hong Kong","National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",3.08804821,2.68193502,2.436791891,1.438521079,1.853713697,2.807975425,3.220050234,3.082651701,2.937601896 37 | "China, P.R.: Mainland","National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",7.8,7.3,6.9,6.588139633,6.170586143,6.03,6,5.9,5.8 38 | New Zealand,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",1.680001557,3.021615102,2.998963952,2.76584073,2.706633215,2.592582276,2.494073845,2.539299322,2.566014115 39 | Japan,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",1.356736022,-0.027780887,0.539349864,0.509566308,0.562637306,0.453037588,0.675805708,0.117260042,0.61279328 40 | Australia,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",2.005601553,2.687196637,2.443814096,2.869979044,2.665295075,2.892838378,2.989949257,2.944193034,2.827654025 41 | Asia,"National Accounts, Gross Domestic Product, Real, Constant Prices, Percent Change",5.797520502,5.580187607,5.433416152,5.400475262,5.346727493,5.367463885,5.486507948,5.485341197,5.551937928 42 | -------------------------------------------------------------------------------- /hepatitis.csv: -------------------------------------------------------------------------------- 1 | Class,AGE,SEX,STEROID,ANTIVIRALS,FATIGUE,MALAISE,ANOREXIA,LIVER BIG,LIVER FIRM,SPLEEN PALPABLE,SPIDERS,ASCITES,VARICES,BILIRUBIN,ALK PHOSPHATE,SGOT,ALBUMIN,PROTIME,HISTOLOGY 2 | 0,30,2,1,2,2,2,2,1,2,2,2,2,2,1,85,18,4,,1 3 | 0,50,1,1,2,1,2,2,1,2,2,2,2,2,0.9,135,42,3.5,,1 4 | 0,78,1,2,2,1,2,2,2,2,2,2,2,2,0.7,96,32,4,,1 5 | 0,31,1,,1,2,2,2,2,2,2,2,2,2,0.7,46,52,4,80,1 6 | 0,34,1,2,2,2,2,2,2,2,2,2,2,2,1,,200,4,,1 7 | 0,34,1,2,2,2,2,2,2,2,2,2,2,2,0.9,95,28,4,75,1 8 | 1,51,1,1,2,1,2,1,2,2,1,1,2,2,,,,,,1 9 | 0,23,1,2,2,2,2,2,2,2,2,2,2,2,1,,,,,1 10 | 0,39,1,2,2,1,2,2,2,1,2,2,2,2,0.7,,48,4.4,,1 11 | 0,30,1,2,2,2,2,2,2,2,2,2,2,2,1,,120,3.9,,1 12 | 0,39,1,1,1,2,2,2,1,1,2,2,2,2,1.3,78,30,4.4,85,1 13 | 0,32,1,2,1,1,2,2,2,1,2,1,2,2,1,59,249,3.7,54,1 14 | 0,41,1,2,1,1,2,2,2,1,2,2,2,2,0.9,81,60,3.9,52,1 15 | 0,30,1,2,2,1,2,2,2,1,2,2,2,2,2.2,57,144,4.9,78,1 16 | 0,47,1,1,1,2,2,2,2,2,2,2,2,2,,,60,,,1 17 | 0,38,1,1,2,1,1,1,2,2,2,2,1,2,2,72,89,2.9,46,1 18 | 0,66,1,2,2,1,2,2,2,2,2,2,2,2,1.2,102,53,4.3,,1 19 | 0,40,1,1,2,1,2,2,2,1,2,2,2,2,0.6,62,166,4,63,1 20 | 0,38,1,2,2,2,2,2,2,2,2,2,2,2,0.7,53,42,4.1,85,2 21 | 0,38,1,1,1,2,2,2,1,1,2,2,2,2,0.7,70,28,4.2,62,1 22 | 0,22,2,2,1,1,2,2,2,2,2,2,2,2,0.9,48,20,4.2,64,1 23 | 0,27,1,2,2,1,1,1,1,1,1,1,2,2,1.2,133,98,4.1,39,1 24 | 0,31,1,2,2,2,2,2,2,2,2,2,2,2,1,85,20,4,100,1 25 | 0,42,1,2,2,2,2,2,2,2,2,2,2,2,0.9,60,63,4.7,47,1 26 | 0,25,2,1,1,2,2,2,2,2,2,2,2,2,0.4,45,18,4.3,70,1 27 | 0,27,1,1,2,1,1,2,2,2,2,2,2,2,0.8,95,46,3.8,100,1 28 | 0,49,1,1,1,1,1,1,2,1,2,1,2,2,0.6,85,48,3.7,,1 29 | 0,58,2,2,2,1,2,2,2,1,2,1,2,2,1.4,175,55,2.7,36,1 30 | 0,61,1,1,2,1,2,2,1,1,2,2,2,2,1.3,78,25,3.8,100,1 31 | 0,51,1,1,1,1,1,2,2,2,2,2,2,2,1,78,58,4.6,52,1 32 | 1,39,1,1,1,1,1,2,2,1,2,2,2,2,2.3,280,98,3.8,40,1 33 | 1,62,1,1,2,1,1,2,,,2,2,2,2,1,,60,,,1 34 | 0,41,2,2,1,1,1,1,2,2,2,2,2,2,0.7,81,53,5,74,1 35 | 0,26,2,1,2,2,2,2,2,1,2,2,2,2,0.5,135,29,3.8,60,1 36 | 0,35,1,2,2,1,2,2,2,2,2,2,2,2,0.9,58,92,4.3,73,1 37 | 1,37,1,2,2,1,2,2,2,2,2,1,2,2,0.6,67,28,4.2,,1 38 | 0,23,1,2,2,1,1,1,2,2,1,2,2,2,1.3,194,150,4.1,90,1 39 | 0,20,2,1,2,1,1,1,1,1,1,1,2,2,2.3,150,68,3.9,,1 40 | 0,42,1,1,2,2,2,2,2,2,2,2,2,2,1,85,14,4,100,1 41 | 0,65,1,2,2,1,1,2,2,1,1,1,1,2,0.3,180,53,2.9,74,2 42 | 0,52,1,1,1,2,2,2,2,2,2,2,2,2,0.7,75,55,4,21,1 43 | 0,23,1,2,2,2,2,2,,,,,,,4.6,56,16,4.6,,1 44 | 0,33,1,2,2,2,2,2,2,2,2,2,2,2,1,46,90,4.4,60,1 45 | 0,56,1,1,2,1,2,2,2,2,2,2,2,2,0.7,71,18,4.4,100,1 46 | 0,34,1,2,2,2,2,2,2,2,2,2,2,2,,,86,,,1 47 | 0,28,1,2,2,1,1,2,2,2,2,2,2,2,0.7,74,110,4.4,,1 48 | 0,37,1,1,2,2,2,2,2,1,2,1,2,2,0.6,80,80,3.8,,1 49 | 0,28,2,2,2,1,1,2,2,1,2,2,2,2,1.8,191,420,3.3,46,1 50 | 0,36,1,1,2,2,2,2,2,2,1,2,2,2,0.8,85,44,4.2,85,1 51 | 0,38,1,2,1,1,1,1,2,2,2,1,2,2,0.7,125,65,4.2,77,1 52 | 0,39,1,1,2,2,2,2,2,2,2,2,2,2,0.9,85,60,4,,1 53 | 0,39,1,2,2,2,2,2,2,2,2,2,2,2,1,85,20,4,,1 54 | 0,44,1,2,2,2,2,2,2,2,2,2,2,2,0.6,110,145,4.4,70,1 55 | 0,40,1,2,1,1,2,2,2,1,1,2,2,2,1.2,85,31,4,100,1 56 | 0,30,1,2,2,1,2,2,2,2,2,2,2,2,0.7,50,78,4.2,74,1 57 | 0,37,1,1,2,1,1,1,2,2,2,2,2,2,0.8,92,59,,,1 58 | 0,30,1,2,1,2,2,2,2,2,2,2,2,2,0.7,52,38,3.9,52,1 59 | 0,64,1,2,1,1,1,2,1,1,2,2,2,2,1,80,38,4.3,74,1 60 | 0,45,2,1,2,1,1,2,2,2,1,2,2,2,1,85,75,,,1 61 | 0,37,1,2,2,2,2,2,2,2,2,2,2,2,0.7,26,58,4.5,100,1 62 | 0,32,1,2,2,2,2,2,2,2,2,2,2,2,0.7,102,64,4,90,1 63 | 0,32,1,2,2,1,1,1,2,2,2,1,2,1,3.5,215,54,3.4,29,1 64 | 0,36,1,1,2,2,2,2,1,1,1,2,2,2,0.7,164,44,3.1,41,1 65 | 0,49,1,2,2,1,1,2,2,2,2,2,2,2,0.8,103,43,3.5,66,1 66 | 0,27,1,2,2,2,2,2,2,2,2,2,2,2,0.8,,38,4.2,,1 67 | 0,56,1,1,2,2,2,2,2,2,2,2,2,2,0.7,62,33,3,,1 68 | 1,57,1,2,2,1,1,1,2,2,2,1,1,2,4.1,,48,2.6,73,1 69 | 0,39,1,2,2,1,2,2,2,2,2,2,2,2,1,34,15,4,54,1 70 | 0,44,1,1,2,1,1,2,2,2,2,2,2,2,1.6,68,68,3.7,,1 71 | 0,24,1,2,2,2,2,2,2,2,2,2,2,2,0.8,82,39,4.3,,1 72 | 1,34,1,1,2,1,1,2,1,1,2,1,2,2,2.8,127,182,,,1 73 | 0,51,1,2,2,1,1,1,,,,,,,0.9,76,271,4.4,,1 74 | 0,36,1,1,2,1,1,1,2,1,2,2,2,2,1,,45,4,57,1 75 | 0,50,1,2,2,2,2,2,2,2,2,2,2,2,1.5,100,100,5.3,,1 76 | 0,32,1,1,1,1,1,2,2,2,2,2,2,2,1,55,45,4.1,56,1 77 | 1,58,1,2,2,1,2,2,1,1,1,1,2,2,2,167,242,3.3,,1 78 | 0,34,2,1,1,2,2,2,2,1,2,2,2,2,0.6,30,24,4,76,1 79 | 0,34,1,1,2,1,2,2,1,1,2,1,2,2,1,72,46,4.4,57,1 80 | 0,28,1,2,2,2,2,2,2,2,2,2,2,2,0.7,85,31,4.9,,1 81 | 0,23,1,2,2,1,1,1,2,2,2,2,2,2,0.8,,14,4.8,,1 82 | 0,36,1,2,2,2,2,2,2,2,2,2,2,2,0.7,62,224,4.2,100,1 83 | 0,30,1,1,2,2,2,2,2,2,2,2,2,2,0.7,100,31,4,100,1 84 | 0,67,2,1,2,1,1,2,2,2,,,,,1.5,179,69,2.9,,1 85 | 0,62,2,2,2,1,1,2,2,1,2,1,2,2,1.3,141,156,3.9,58,1 86 | 0,28,1,1,2,1,1,1,2,1,2,2,2,2,1.6,44,123,4,46,1 87 | 1,44,1,1,2,1,1,2,2,2,1,2,2,1,0.9,135,55,,41,2 88 | 1,30,1,2,2,1,1,1,2,1,2,1,1,1,2.5,165,64,2.8,,2 89 | 1,38,1,1,2,1,1,1,2,1,2,1,1,1,1.2,118,16,2.8,,2 90 | 0,38,1,1,2,1,1,1,1,1,2,2,2,2,0.6,76,18,4.4,84,2 91 | 0,50,2,1,2,1,2,2,1,1,1,1,2,2,0.9,230,117,3.4,41,2 92 | 1,42,1,1,2,1,1,1,2,2,1,1,2,1,4.6,,55,3.3,,2 93 | 0,33,1,2,2,2,2,2,,,2,2,2,2,1,,60,4,,2 94 | 0,52,1,1,2,2,2,2,2,2,2,2,2,2,1.5,,69,2.9,,2 95 | 1,59,1,1,2,1,1,2,2,1,1,1,2,2,1.5,107,157,3.6,38,2 96 | 0,40,1,1,1,1,1,1,1,1,2,2,2,2,0.6,40,69,4.2,67,2 97 | 0,30,1,1,2,1,1,2,2,1,2,1,2,2,0.8,147,128,3.9,100,2 98 | 0,44,1,1,2,1,1,2,1,1,2,1,2,2,3,114,65,3.5,,2 99 | 1,47,1,2,2,2,2,2,2,2,2,1,2,1,2,84,23,4.2,66,2 100 | 0,60,1,1,2,1,2,2,1,1,1,1,2,2,,,40,,,2 101 | 1,48,1,1,2,1,1,2,2,1,2,1,1,1,4.8,123,157,2.7,31,2 102 | 0,22,1,2,2,2,2,2,2,2,2,2,2,2,0.7,,24,,,2 103 | 0,27,1,1,2,1,2,2,2,1,2,2,2,2,2.4,168,227,3,66,2 104 | 0,51,1,1,2,1,1,1,2,1,1,1,2,1,4.6,215,269,3.9,51,2 105 | 1,47,1,2,2,1,1,2,2,1,2,2,1,1,1.7,86,20,2.1,46,2 106 | 0,25,1,2,2,2,2,2,2,2,2,2,2,2,0.6,,34,6.4,,2 107 | 1,35,1,1,2,1,2,2,,,1,1,1,2,1.5,138,58,2.6,,2 108 | 0,45,1,1,2,1,1,1,2,2,2,2,2,2,2.3,,648,,,2 109 | 0,54,1,1,1,2,2,2,1,1,2,2,2,2,1,155,225,3.6,67,2 110 | 1,33,1,1,2,1,1,2,2,2,2,2,1,2,0.7,63,80,3,31,2 111 | 0,7,1,2,2,2,2,2,2,1,1,2,2,2,0.7,256,25,4.2,,2 112 | 1,42,1,1,1,1,1,2,2,2,2,1,2,2,0.5,62,68,3.8,29,2 113 | 0,52,1,1,2,1,2,2,2,2,2,2,2,2,1,85,30,4,,2 114 | 0,45,1,1,2,1,2,2,2,1,1,2,2,2,1.2,81,65,3,,1 115 | 0,36,1,1,2,2,2,2,2,2,2,2,2,2,1.1,141,75,3.3,,2 116 | 0,69,2,2,2,1,2,2,2,2,2,2,2,2,3.2,119,136,,,2 117 | 0,24,1,1,2,1,2,2,2,2,2,2,2,2,1,,34,4.1,,2 118 | 0,50,1,2,2,2,2,2,2,2,2,2,2,2,1,139,81,3.9,62,2 119 | 1,61,1,1,2,1,1,2,,,2,1,2,2,,,,,,2 120 | 0,54,1,2,2,1,2,2,1,1,2,2,2,2,3.2,85,28,3.8,,2 121 | 1,56,1,1,2,1,1,1,1,1,2,1,2,2,2.9,90,153,4,,2 122 | 0,20,1,1,2,1,1,1,2,2,2,1,1,2,1,160,118,2.9,23,2 123 | 0,42,1,2,2,2,2,2,2,2,1,2,2,2,1.5,85,40,,,2 124 | 0,37,1,1,2,1,2,2,2,2,2,1,2,2,0.9,,231,4.3,,2 125 | 0,50,1,2,2,2,2,2,2,1,1,1,2,2,1,85,75,4,72,2 126 | 0,34,2,2,2,1,1,1,1,1,2,1,2,2,0.7,70,24,4.1,100,2 127 | 0,28,1,2,2,1,1,1,,,2,1,1,2,1,,20,4,,2 128 | 1,50,1,2,2,1,2,2,2,1,1,2,1,1,2.8,155,75,2.4,32,2 129 | 0,54,1,1,2,1,1,2,2,2,2,2,1,2,1.2,85,92,3.1,66,2 130 | 1,57,1,1,2,1,1,2,2,2,2,1,1,2,4.6,82,55,3.3,30,2 131 | 0,54,1,2,2,2,2,2,2,2,2,2,2,2,1,85,30,4.5,0,2 132 | 1,31,1,1,2,1,1,1,2,2,1,2,2,2,8,,101,2.2,,2 133 | 0,48,1,2,2,1,1,1,2,1,2,1,2,2,2,158,278,3.8,,2 134 | 0,72,1,2,1,1,2,2,2,1,2,2,2,2,1,115,52,3.4,50,2 135 | 1,38,1,1,2,2,2,2,2,1,2,2,2,2,0.4,243,49,3.8,90,2 136 | 0,25,1,2,2,1,2,2,1,1,1,1,1,1,1.3,181,181,4.5,57,2 137 | 0,51,1,2,2,2,2,2,1,1,2,1,2,2,0.8,,33,4.5,,2 138 | 0,38,1,2,2,2,2,2,2,1,2,1,2,1,1.6,130,140,3.5,56,2 139 | 1,47,1,2,2,1,1,2,2,1,2,1,1,1,1,166,30,2.6,31,2 140 | 0,45,1,2,1,2,2,2,2,2,2,2,2,2,1.3,85,44,4.2,85,2 141 | 0,36,1,1,2,1,1,1,1,1,2,1,2,1,1.7,295,60,2.7,,2 142 | 1,54,1,1,2,1,1,2,,,1,2,1,2,3.9,120,28,3.5,43,2 143 | 0,51,1,2,2,1,2,2,2,1,1,1,2,1,1,,20,3,63,2 144 | 1,49,1,1,2,1,1,2,2,2,1,1,2,2,1.4,85,70,3.5,35,2 145 | 1,45,1,2,2,1,1,1,2,2,2,1,1,2,1.9,,114,2.4,,2 146 | 0,31,1,1,2,1,2,2,2,2,2,2,2,2,1.2,75,173,4.2,54,2 147 | 1,41,1,2,2,1,2,2,2,1,1,1,2,1,4.2,65,120,3.4,,2 148 | 1,70,1,1,2,1,1,1,,,,,,,1.7,109,528,2.8,35,2 149 | 0,20,1,1,2,2,2,2,2,,2,2,2,2,0.9,89,152,4,,2 150 | 0,36,1,2,2,2,2,2,2,2,2,2,2,2,0.6,120,30,4,,2 151 | 1,46,1,2,2,1,1,1,2,2,2,1,1,1,7.6,,242,3.3,50,2 152 | 0,44,1,2,2,1,2,2,2,1,2,2,2,2,0.9,126,142,4.3,,2 153 | 0,61,1,1,2,1,1,2,1,1,2,1,2,2,0.8,75,20,4.1,,2 154 | 0,53,2,1,2,1,2,2,2,2,1,1,2,1,1.5,81,19,4.1,48,2 155 | 1,43,1,2,2,1,2,2,2,2,1,1,1,2,1.2,100,19,3.1,42,2 156 | -------------------------------------------------------------------------------- /electricity.csv: -------------------------------------------------------------------------------- 1 | Usage Date,Usage Amount 2 | 4/10/2021,4.96 3 | 4/11/2021,5.48 4 | 4/12/2021,5.19 5 | 4/13/2021,6.96 6 | 4/14/2021,6.53 7 | 4/15/2021,7.55 8 | 4/16/2021,7.56 9 | 4/17/2021,6.94 10 | 4/18/2021,6.81 11 | 4/19/2021,6.21 12 | 4/20/2021,7.63 13 | 4/21/2021,7.33 14 | 4/22/2021,6.37 15 | 4/23/2021,5.78 16 | 4/24/2021,5.64 17 | 4/25/2021,5.66 18 | 4/26/2021,5.74 19 | 4/27/2021,5.46 20 | 4/28/2021,5.6 21 | 4/29/2021,7.72 22 | 4/30/2021,6.95 23 | 5/1/2021,6.09 24 | 5/2/2021,6.61 25 | 5/3/2021,6.42 26 | 5/4/2021,7.53 27 | 5/5/2021,5.2 28 | 5/6/2021,5.16 29 | 5/7/2021,5.14 30 | 5/8/2021,5.31 31 | 5/9/2021,6.8 32 | 5/10/2021,5.95 33 | 5/11/2021,5.67 34 | 5/12/2021,5.54 35 | 5/13/2021,6.99 36 | 5/14/2021,6.11 37 | 5/15/2021,6.47 38 | 5/16/2021,7 39 | 5/17/2021,7.4 40 | 5/18/2021,6.82 41 | 5/19/2021,7.57 42 | 5/20/2021,8.28 43 | 5/21/2021,7.63 44 | 5/22/2021,10.62 45 | 5/23/2021,10.23 46 | 5/24/2021,10.82 47 | 5/25/2021,12.07 48 | 5/26/2021,10.07 49 | 5/27/2021,11.33 50 | 5/28/2021,6.26 51 | 5/29/2021,6.12 52 | 5/30/2021,5.15 53 | 5/31/2021,5.89 54 | 6/1/2021,7.39 55 | 6/2/2021,5.78 56 | 6/3/2021,5.27 57 | 6/4/2021,7.23 58 | 6/5/2021,8.15 59 | 6/6/2021,11.55 60 | 6/7/2021,8.91 61 | 6/8/2021,9.64 62 | 6/9/2021,8.24 63 | 6/10/2021,8.54 64 | 6/11/2021,7.85 65 | 6/12/2021,8.14 66 | 6/13/2021,9.54 67 | 6/14/2021,10.51 68 | 6/15/2021,10.43 69 | 6/16/2021,11.11 70 | 6/17/2021,8.96 71 | 6/18/2021,9.49 72 | 6/19/2021,10.57 73 | 6/20/2021,10.49 74 | 6/21/2021,9.97 75 | 6/22/2021,9.45 76 | 6/23/2021,10.71 77 | 6/24/2021,10.08 78 | 6/25/2021,9.89 79 | 6/26/2021,10.93 80 | 6/27/2021,10.46 81 | 6/28/2021,11.97 82 | 6/29/2021,12.12 83 | 6/30/2021,10.91 84 | 7/1/2021,9.57 85 | 7/2/2021,9.66 86 | 7/3/2021,9.18 87 | 7/4/2021,11.01 88 | 7/5/2021,10.01 89 | 7/6/2021,10.4 90 | 7/7/2021,12.32 91 | 7/8/2021,10.76 92 | 7/9/2021,10.38 93 | 7/10/2021,10.3 94 | 7/11/2021,11.16 95 | 7/12/2021,9.44 96 | 7/13/2021,9.52 97 | 7/14/2021,9.66 98 | 7/15/2021,10.13 99 | 7/16/2021,9.99 100 | 7/17/2021,10.67 101 | 7/18/2021,10.9 102 | 7/19/2021,10.09 103 | 7/20/2021,10.07 104 | 7/21/2021,10.13 105 | 7/22/2021,10.39 106 | 7/23/2021,10.36 107 | 7/24/2021,11.32 108 | 7/25/2021,7.89 109 | 7/26/2021,6.33 110 | 7/27/2021,6.39 111 | 7/28/2021,6.29 112 | 7/29/2021,7.15 113 | 7/30/2021,9.17 114 | 7/31/2021,9.65 115 | 8/1/2021,9.65 116 | 8/2/2021,10.77 117 | 8/3/2021,10.85 118 | 8/4/2021,9.76 119 | 8/5/2021,10.37 120 | 8/6/2021,11.14 121 | 8/7/2021,10.15 122 | 8/8/2021,11.59 123 | 8/9/2021,11.82 124 | 8/10/2021,10.92 125 | 8/11/2021,10.48 126 | 8/12/2021,10.72 127 | 8/13/2021,9.9 128 | 8/14/2021,11.16 129 | 8/15/2021,9.1 130 | 8/16/2021,10.85 131 | 8/17/2021,11.83 132 | 8/18/2021,10.94 133 | 8/19/2021,9.5 134 | 8/20/2021,10.26 135 | 8/21/2021,10.56 136 | 8/22/2021,10.64 137 | 8/23/2021,10.24 138 | 8/24/2021,10.99 139 | 8/25/2021,11.37 140 | 8/26/2021,11.29 141 | 8/27/2021,9.99 142 | 8/28/2021,9.65 143 | 8/29/2021,12.29 144 | 8/30/2021,11.42 145 | 8/31/2021,10.38 146 | 9/1/2021,10.64 147 | 9/2/2021,9.5 148 | 9/3/2021,10.64 149 | 9/4/2021,9.26 150 | 9/6/2021,21.26 151 | 9/7/2021,10.13 152 | 9/8/2021,9.57 153 | 9/9/2021,10.05 154 | 9/10/2021,9.59 155 | 9/11/2021,9.92 156 | 9/12/2021,9.79 157 | 9/13/2021,10.42 158 | 9/14/2021,9.8 159 | 9/15/2021,9.87 160 | 9/16/2021,9.94 161 | 9/17/2021,9.75 162 | 9/18/2021,10.4 163 | 9/19/2021,10.36 164 | 9/20/2021,9.93 165 | 9/21/2021,10.31 166 | 9/22/2021,10.39 167 | 9/23/2021,9.87 168 | 9/24/2021,9.04 169 | 9/25/2021,9.54 170 | 9/26/2021,11.01 171 | 9/27/2021,10.94 172 | 9/28/2021,11.55 173 | 9/29/2021,10.82 174 | 9/30/2021,10.01 175 | 10/1/2021,7.82 176 | 10/2/2021,6.62 177 | 10/3/2021,9.4 178 | 10/4/2021,8.79 179 | 10/7/2021,24.97 180 | 10/8/2021,7.71 181 | 10/9/2021,6.77 182 | 10/10/2021,7.41 183 | 10/11/2021,7.77 184 | 10/12/2021,8.09 185 | 10/13/2021,7.51 186 | 10/14/2021,7.7 187 | 10/15/2021,6.75 188 | 10/16/2021,5.65 189 | 10/17/2021,7.15 190 | 10/18/2021,6.72 191 | 10/19/2021,7.95 192 | 10/20/2021,6.59 193 | 10/21/2021,8.04 194 | 10/22/2021,5.85 195 | 10/23/2021,6.72 196 | 10/24/2021,8.51 197 | 10/25/2021,8.45 198 | 10/26/2021,8.85 199 | 10/27/2021,10.86 200 | 10/28/2021,9.22 201 | 10/29/2021,9.97 202 | 10/30/2021,13.41 203 | 10/31/2021,13.32 204 | 11/1/2021,12.34 205 | 11/2/2021,14.32 206 | 11/3/2021,11.41 207 | 11/4/2021,10.73 208 | 11/5/2021,11.65 209 | 11/6/2021,9.6 210 | 11/7/2021,12.44 211 | 11/8/2021,12.49 212 | 11/9/2021,12.81 213 | 11/10/2021,12.73 214 | 11/11/2021,10.9 215 | 11/12/2021,13.25 216 | 11/13/2021,11.14 217 | 11/14/2021,14.02 218 | 11/15/2021,11.89 219 | 11/16/2021,9.58 220 | 11/17/2021,9.77 221 | 11/18/2021,11.22 222 | 11/19/2021,10.57 223 | 11/20/2021,14.36 224 | 11/21/2021,14.54 225 | 11/22/2021,11.65 226 | 11/23/2021,11.89 227 | 11/24/2021,12.4 228 | 11/25/2021,11.62 229 | 11/26/2021,13.82 230 | 11/27/2021,12.62 231 | 11/28/2021,13.72 232 | 11/29/2021,13.41 233 | 11/30/2021,13.18 234 | 12/1/2021,12.5 235 | 12/2/2021,12.12 236 | 12/3/2021,14.77 237 | 12/4/2021,12.1 238 | 12/5/2021,12.7 239 | 12/6/2021,12.67 240 | 12/7/2021,10.76 241 | 12/8/2021,14.26 242 | 12/9/2021,12.21 243 | 12/10/2021,12.63 244 | 12/11/2021,11.4 245 | 12/12/2021,11.84 246 | 12/13/2021,14.09 247 | 12/14/2021,12 248 | 12/15/2021,12.03 249 | 12/16/2021,12.23 250 | 12/17/2021,12.55 251 | 12/18/2021,13.82 252 | 12/19/2021,12.02 253 | 12/20/2021,12 254 | 12/21/2021,13.14 255 | 12/22/2021,11.11 256 | 12/23/2021,11.39 257 | 12/24/2021,11.5 258 | 12/25/2021,11.44 259 | 12/26/2021,12.49 260 | 12/27/2021,12.38 261 | 12/28/2021,12.43 262 | 12/29/2021,11.91 263 | 12/30/2021,13.04 264 | 12/31/2021,12.25 265 | 1/1/2022,12.39 266 | 1/2/2022,12.2 267 | 1/3/2022,13.71 268 | 1/4/2022,14.16 269 | 1/6/2022,26.04 270 | 1/7/2022,13.27 271 | 1/8/2022,10.89 272 | 1/9/2022,14.35 273 | 1/10/2022,12.21 274 | 1/11/2022,13.29 275 | 1/12/2022,12.52 276 | 1/13/2022,15.7 277 | 1/14/2022,12.29 278 | 1/15/2022,10.51 279 | 1/16/2022,14.64 280 | 1/17/2022,16.95 281 | 1/18/2022,13.67 282 | 1/19/2022,13.38 283 | 1/20/2022,13.83 284 | 1/21/2022,11.88 285 | 1/22/2022,12.98 286 | 1/23/2022,11.89 287 | 1/24/2022,12.14 288 | 1/25/2022,12.1 289 | 1/26/2022,12.42 290 | 1/27/2022,12.65 291 | 1/28/2022,12.79 292 | 1/29/2022,10.8 293 | 1/30/2022,11.03 294 | 2/1/2022,26.22 295 | 2/2/2022,12.42 296 | 2/3/2022,12.93 297 | 2/4/2022,11.5 298 | 2/5/2022,10.85 299 | 2/6/2022,10.53 300 | 2/7/2022,11.29 301 | 2/8/2022,11.55 302 | 2/9/2022,11.81 303 | 2/10/2022,11.41 304 | 2/11/2022,11.06 305 | 2/12/2022,11.48 306 | 2/13/2022,12.62 307 | 2/14/2022,12.43 308 | 2/15/2022,12.79 309 | 2/16/2022,12.34 310 | 2/17/2022,12.39 311 | 2/18/2022,11.52 312 | 2/19/2022,12.31 313 | 2/20/2022,11.72 314 | 2/21/2022,11.97 315 | 2/22/2022,13.79 316 | 2/23/2022,12.32 317 | 2/24/2022,12.45 318 | 2/25/2022,12.8 319 | 2/26/2022,12.17 320 | 2/27/2022,12.38 321 | 2/28/2022,12.64 322 | 3/1/2022,12.57 323 | 3/2/2022,13.1 324 | 3/3/2022,11.89 325 | 3/4/2022,9.19 326 | 3/5/2022,5.94 327 | 3/6/2022,5.91 328 | 3/7/2022,5.93 329 | 3/8/2022,5.89 330 | 3/9/2022,5.96 331 | 3/10/2022,5.91 332 | 3/11/2022,5.95 333 | 3/12/2022,5.83 334 | 3/13/2022,5.9 335 | 3/14/2022,5.85 336 | 3/15/2022,5.93 337 | 3/16/2022,5.83 338 | 3/17/2022,5.94 339 | 3/18/2022,5.94 340 | 3/19/2022,6.01 341 | 3/20/2022,5.9 342 | 3/21/2022,5.95 343 | 3/22/2022,6 344 | 3/23/2022,5.79 345 | 3/24/2022,5.96 346 | 3/25/2022,5.96 347 | 3/26/2022,5.89 348 | 3/27/2022,5.94 349 | 3/28/2022,5.82 350 | 3/29/2022,5.89 351 | 3/30/2022,5.82 352 | 3/31/2022,5.88 353 | 4/1/2022,5.94 354 | 4/2/2022,5.86 355 | 4/3/2022,8.1 356 | 4/4/2022,9.44 357 | 4/5/2022,8.59 358 | 4/6/2022,9.77 359 | 4/7/2022,8.8 360 | 4/8/2022,9.17 361 | 4/9/2022,11.86 362 | 4/10/2022,14.08 363 | 4/11/2022,12.21 364 | 4/12/2022,12.31 365 | 4/13/2022,14.15 366 | 4/14/2022,12.83 367 | 4/15/2022,12.15 368 | 4/16/2022,12.89 369 | 4/17/2022,12.94 370 | 4/18/2022,11.91 371 | 4/19/2022,11.63 372 | 4/20/2022,12.18 373 | 4/21/2022,11.56 374 | 4/22/2022,12.5 375 | 4/23/2022,12.45 376 | 4/24/2022,10.69 377 | 4/25/2022,14.27 378 | 4/26/2022,14.48 379 | 4/27/2022,13.32 380 | 4/28/2022,11.19 381 | 4/29/2022,12.52 382 | 4/30/2022,10.72 383 | 5/1/2022,11.98 384 | 5/2/2022,11.15 385 | 5/3/2022,13.37 386 | 5/4/2022,11.8 387 | 5/5/2022,12.8 388 | 5/9/2022,48.46 389 | 5/10/2022,10.59 390 | 5/11/2022,9.09 391 | 5/12/2022,11.03 392 | 5/13/2022,9.77 393 | 5/15/2022,22.94 394 | 5/16/2022,14.48 395 | 5/17/2022,13.31 396 | 5/18/2022,12.96 397 | 5/19/2022,11.6 398 | 5/20/2022,12.15 399 | 5/21/2022,10.85 400 | 5/22/2022,12.43 401 | 5/23/2022,10.89 402 | 5/24/2022,11.66 403 | 5/25/2022,11.92 404 | 5/26/2022,12.85 405 | 5/27/2022,12.58 406 | 5/28/2022,14.42 407 | 5/29/2022,12.04 408 | 5/30/2022,12.02 409 | 5/31/2022,13.46 410 | 6/1/2022,12.41 411 | 6/2/2022,13.97 412 | 6/3/2022,12.22 413 | 6/4/2022,10.53 414 | 6/5/2022,11.43 415 | 6/6/2022,13.2 416 | 6/7/2022,13.94 417 | -------------------------------------------------------------------------------- /country-data.csv: -------------------------------------------------------------------------------- 1 | country,child_mort,exports,health,imports,income,inflation,life_expec,total_fer,gdpp 2 | Afghanistan,90.2,10,7.58,44.9,1610,9.44,56.2,5.82,553 3 | Albania,16.6,28,6.55,48.6,9930,4.49,76.3,1.65,4090 4 | Algeria,27.3,38.4,4.17,31.4,12900,16.1,76.5,2.89,4460 5 | Angola,119,62.3,2.85,42.9,5900,22.4,60.1,6.16,3530 6 | Antigua and Barbuda,10.3,45.5,6.03,58.9,19100,1.44,76.8,2.13,12200 7 | Argentina,14.5,18.9,8.1,16,18700,20.9,75.8,2.37,10300 8 | Armenia,18.1,20.8,4.4,45.3,6700,7.77,73.3,1.69,3220 9 | Australia,4.8,19.8,8.73,20.9,41400,1.16,82,1.93,51900 10 | Austria,4.3,51.3,11,47.8,43200,0.873,80.5,1.44,46900 11 | Azerbaijan,39.2,54.3,5.88,20.7,16000,13.8,69.1,1.92,5840 12 | Bahamas,13.8,35,7.89,43.7,22900,-0.393,73.8,1.86,28000 13 | Bahrain,8.6,69.5,4.97,50.9,41100,7.44,76,2.16,20700 14 | Bangladesh,49.4,16,3.52,21.8,2440,7.14,70.4,2.33,758 15 | Barbados,14.2,39.5,7.97,48.7,15300,0.321,76.7,1.78,16000 16 | Belarus,5.5,51.4,5.61,64.5,16200,15.1,70.4,1.49,6030 17 | Belgium,4.5,76.4,10.7,74.7,41100,1.88,80,1.86,44400 18 | Belize,18.8,58.2,5.2,57.5,7880,1.14,71.4,2.71,4340 19 | Benin,111,23.8,4.1,37.2,1820,0.885,61.8,5.36,758 20 | Bhutan,42.7,42.5,5.2,70.7,6420,5.99,72.1,2.38,2180 21 | Bolivia,46.6,41.2,4.84,34.3,5410,8.78,71.6,3.2,1980 22 | Bosnia and Herzegovina,6.9,29.7,11.1,51.3,9720,1.4,76.8,1.31,4610 23 | Botswana,52.5,43.6,8.3,51.3,13300,8.92,57.1,2.88,6350 24 | Brazil,19.8,10.7,9.01,11.8,14500,8.41,74.2,1.8,11200 25 | Brunei,10.5,67.4,2.84,28,80600,16.7,77.1,1.84,35300 26 | Bulgaria,10.8,50.2,6.87,53,15300,1.11,73.9,1.57,6840 27 | Burkina Faso,116,19.2,6.74,29.6,1430,6.81,57.9,5.87,575 28 | Burundi,93.6,8.92,11.6,39.2,764,12.3,57.7,6.26,231 29 | Cambodia,44.4,54.1,5.68,59.5,2520,3.12,66.1,2.88,786 30 | Cameroon,108,22.2,5.13,27,2660,1.91,57.3,5.11,1310 31 | Canada,5.6,29.1,11.3,31,40700,2.87,81.3,1.63,47400 32 | Cape Verde,26.5,32.7,4.09,61.8,5830,0.505,72.5,2.67,3310 33 | Central African Republic,149,11.8,3.98,26.5,888,2.01,47.5,5.21,446 34 | Chad,150,36.8,4.53,43.5,1930,6.39,56.5,6.59,897 35 | Chile,8.7,37.7,7.96,31.3,19400,8.96,79.1,1.88,12900 36 | China,15.7,26.3,5.07,22.6,9530,6.94,74.6,1.59,4560 37 | Colombia,18.6,15.9,7.59,17.8,10900,3.86,76.4,2.01,6250 38 | Comoros,88.2,16.5,4.51,51.7,1410,3.87,65.9,4.75,769 39 | "Congo, Dem. Rep.",116,41.1,7.91,49.6,609,20.8,57.5,6.54,334 40 | "Congo, Rep.",63.9,85.1,2.46,54.7,5190,20.7,60.4,4.95,2740 41 | Costa Rica,10.2,33.2,10.9,35,13000,6.57,80.4,1.92,8200 42 | Cote d'Ivoire,111,50.6,5.3,43.3,2690,5.39,56.3,5.27,1220 43 | Croatia,5.5,37.6,7.76,38.1,20100,0.821,76.3,1.55,13500 44 | Cyprus,3.6,50.2,5.97,57.5,33900,2.01,79.9,1.42,30800 45 | Czech Republic,3.4,66,7.88,62.9,28300,-1.43,77.5,1.51,19800 46 | Denmark,4.1,50.5,11.4,43.6,44000,3.22,79.5,1.87,58000 47 | Dominican Republic,34.4,22.7,6.22,33.3,11100,5.44,74.6,2.6,5450 48 | Ecuador,25.1,27.9,8.06,32.4,9350,7.47,76.7,2.66,4660 49 | Egypt,29.1,21.3,4.66,26.6,9860,10.1,70.5,3.19,2600 50 | El Salvador,19.2,26.9,6.91,46.6,7300,2.65,74.1,2.27,2990 51 | Equatorial Guinea,111,85.8,4.48,58.9,33700,24.9,60.9,5.21,17100 52 | Eritrea,55.2,4.79,2.66,23.3,1420,11.6,61.7,4.61,482 53 | Estonia,4.5,75.1,6.03,68.7,22700,1.74,76,1.72,14600 54 | Fiji,24.1,57.8,4.86,63.9,7350,4.23,65.3,2.67,3650 55 | Finland,3,38.7,8.95,37.4,39800,0.351,80,1.87,46200 56 | France,4.2,26.8,11.9,28.1,36900,1.05,81.4,2.03,40600 57 | Gabon,63.7,57.7,3.5,18.9,15400,16.6,62.9,4.08,8750 58 | Gambia,80.3,23.8,5.69,42.7,1660,4.3,65.5,5.71,562 59 | Georgia,16.5,35,10.1,52.8,6730,8.55,72.8,1.92,2960 60 | Germany,4.2,42.3,11.6,37.1,40400,0.758,80.1,1.39,41800 61 | Ghana,74.7,29.5,5.22,45.9,3060,16.6,62.2,4.27,1310 62 | Greece,3.9,22.1,10.3,30.7,28700,0.673,80.4,1.48,26900 63 | Grenada,14.6,23.8,5.86,49.2,11200,0.48,71.3,2.24,7370 64 | Guatemala,35.4,25.8,6.85,36.3,6710,5.14,71.3,3.38,2830 65 | Guinea,109,30.3,4.93,43.2,1190,16.1,58,5.34,648 66 | Guinea-Bissau,114,14.9,8.5,35.2,1390,2.97,55.6,5.05,547 67 | Guyana,37.6,51.4,5.38,79.1,5840,5.73,65.5,2.65,3040 68 | Haiti,208,15.3,6.91,64.7,1500,5.45,32.1,3.33,662 69 | Hungary,6,81.8,7.33,76.5,22300,2.33,74.5,1.25,13100 70 | Iceland,2.6,53.4,9.4,43.3,38800,5.47,82,2.2,41900 71 | India,58.8,22.6,4.05,27.1,4410,8.98,66.2,2.6,1350 72 | Indonesia,33.3,24.3,2.61,22.4,8430,15.3,69.9,2.48,3110 73 | Iran,19.3,24.4,5.6,19.4,17400,15.9,74.5,1.76,6530 74 | Iraq,36.9,39.4,8.41,34.1,12700,16.6,67.2,4.56,4500 75 | Ireland,4.2,103,9.19,86.5,45700,-3.22,80.4,2.05,48700 76 | Israel,4.6,35,7.63,32.9,29600,1.77,81.4,3.03,30600 77 | Italy,4,25.2,9.53,27.2,36200,0.319,81.7,1.46,35800 78 | Jamaica,18.1,31.3,4.81,49.6,8000,9.81,74.7,2.17,4680 79 | Japan,3.2,15,9.49,13.6,35800,-1.9,82.8,1.39,44500 80 | Jordan,21.1,48.3,8.04,69,9470,8.43,75.8,3.66,3680 81 | Kazakhstan,21.5,44.2,4.29,29.9,20100,19.5,68.4,2.6,9070 82 | Kenya,62.2,20.7,4.75,33.6,2480,2.09,62.8,4.37,967 83 | Kiribati,62.7,13.3,11.3,79.9,1730,1.52,60.7,3.84,1490 84 | Kuwait,10.8,66.7,2.63,30.4,75200,11.2,78.2,2.21,38500 85 | Kyrgyz Republic,29.6,51.6,6.18,81.7,2790,10,68.5,3.1,880 86 | Lao,78.9,35.4,4.47,49.3,3980,9.2,63.8,3.15,1140 87 | Latvia,7.8,53.7,6.68,55.1,18300,-0.812,73.1,1.36,11300 88 | Lebanon,10.3,35.8,7.03,60.2,16300,0.238,79.8,1.61,8860 89 | Lesotho,99.7,39.4,11.1,101,2380,4.15,46.5,3.3,1170 90 | Liberia,89.3,19.1,11.8,92.6,700,5.47,60.8,5.02,327 91 | Libya,16.6,65.6,3.88,42.1,29600,14.2,76.1,2.41,12100 92 | Lithuania,6.1,65.3,7.04,67.2,21100,2.38,73.2,1.5,12000 93 | Luxembourg,2.8,175,7.77,142,91700,3.62,81.3,1.63,105000 94 | "Macedonia, FYR",10.4,39.8,7.09,58.1,11400,2.04,74,1.47,4540 95 | Madagascar,62.2,25,3.77,43,1390,8.79,60.8,4.6,413 96 | Malawi,90.5,22.8,6.59,34.9,1030,12.1,53.1,5.31,459 97 | Malaysia,7.9,86.9,4.39,71,21100,7.27,74.5,2.15,9070 98 | Maldives,13.2,77.6,6.33,65.4,10500,2.88,77.9,2.23,7100 99 | Mali,137,22.8,4.98,35.1,1870,4.37,59.5,6.55,708 100 | Malta,6.8,153,8.65,154,28300,3.83,80.3,1.36,21100 101 | Mauritania,97.4,50.7,4.41,61.2,3320,18.9,68.2,4.98,1200 102 | Mauritius,15,51.2,6,62.2,15900,1.13,73.4,1.57,8000 103 | "Micronesia, Fed. Sts.",40,23.5,14.2,81,3340,3.8,65.4,3.46,2860 104 | Moldova,17.2,39.2,11.7,78.5,3910,11.1,69.7,1.27,1630 105 | Mongolia,26.1,46.7,5.44,56.7,7710,39.2,66.2,2.64,2650 106 | Montenegro,6.8,37,9.11,62.7,14000,1.6,76.4,1.77,6680 107 | Morocco,33.5,32.2,5.2,43,6440,0.976,73.5,2.58,2830 108 | Mozambique,101,31.5,5.21,46.2,918,7.64,54.5,5.56,419 109 | Myanmar,64.4,0.109,1.97,0.0659,3720,7.04,66.8,2.41,988 110 | Namibia,56,47.8,6.78,60.7,8460,3.56,58.6,3.6,5190 111 | Nepal,47,9.58,5.25,36.4,1990,15.1,68.3,2.61,592 112 | Netherlands,4.5,72,11.9,63.6,45500,0.848,80.7,1.79,50300 113 | New Zealand,6.2,30.3,10.1,28,32300,3.73,80.9,2.17,33700 114 | Niger,123,22.2,5.16,49.1,814,2.55,58.8,7.49,348 115 | Nigeria,130,25.3,5.07,17.4,5150,104,60.5,5.84,2330 116 | Norway,3.2,39.7,9.48,28.5,62300,5.95,81,1.95,87800 117 | Oman,11.7,65.7,2.77,41.2,45300,15.6,76.1,2.9,19300 118 | Pakistan,92.1,13.5,2.2,19.4,4280,10.9,65.3,3.85,1040 119 | Panama,19.7,70,8.1,78.2,15400,2.59,77.8,2.62,8080 120 | Paraguay,24.1,55.1,5.87,51.5,7290,6.1,74.1,2.73,3230 121 | Peru,20.3,27.8,5.08,23.8,9960,5.71,77.9,2.54,5020 122 | Philippines,31.9,34.8,3.61,36.6,5600,4.22,69,3.16,2130 123 | Poland,6,40.1,7.46,42.1,21800,1.66,76.3,1.41,12600 124 | Portugal,3.9,29.9,11,37.4,27200,0.643,79.8,1.39,22500 125 | Qatar,9,62.3,1.81,23.8,125000,6.98,79.5,2.07,70300 126 | Romania,11.5,32.6,5.58,38.8,17800,3.53,73.7,1.59,8230 127 | Russia,10,29.2,5.08,21.1,23100,14.2,69.2,1.57,10700 128 | Rwanda,63.6,12,10.5,30,1350,2.61,64.6,4.51,563 129 | Samoa,18.9,29.2,6.47,53.1,5400,1.72,71.5,4.34,3450 130 | Saudi Arabia,15.7,49.6,4.29,33,45400,17.2,75.1,2.96,19300 131 | Senegal,66.8,24.9,5.66,40.3,2180,1.85,64,5.06,1000 132 | Serbia,7.6,32.9,10.4,47.9,12700,5.88,74.7,1.4,5410 133 | Seychelles,14.4,93.8,3.4,108,20400,-4.21,73.4,2.17,10800 134 | Sierra Leone,160,16.8,13.1,34.5,1220,17.2,55,5.2,399 135 | Singapore,2.8,200,3.96,174,72100,-0.046,82.7,1.15,46600 136 | Slovak Republic,7,76.3,8.79,77.8,25200,0.485,75.5,1.43,16600 137 | Slovenia,3.2,64.3,9.41,62.9,28700,-0.987,79.5,1.57,23400 138 | Solomon Islands,28.1,49.3,8.55,81.2,1780,6.81,61.7,4.24,1290 139 | South Africa,53.7,28.6,8.94,27.4,12000,6.35,54.3,2.59,7280 140 | South Korea,4.1,49.4,6.93,46.2,30400,3.16,80.1,1.23,22100 141 | Spain,3.8,25.5,9.54,26.8,32500,0.16,81.9,1.37,30700 142 | Sri Lanka,11.2,19.6,2.94,26.8,8560,22.8,74.4,2.2,2810 143 | St. Vincent and the Grenadines,20.7,26.9,4.47,57.1,9920,4.44,71.6,2.07,6230 144 | Sudan,76.7,19.7,6.32,17.2,3370,19.6,66.3,4.88,1480 145 | Suriname,24.1,52.5,7.01,38.4,14200,7.2,70.3,2.52,8300 146 | Sweden,3,46.2,9.63,40.7,42900,0.991,81.5,1.98,52100 147 | Switzerland,4.5,64,11.5,53.3,55500,0.317,82.2,1.52,74600 148 | Tajikistan,52.4,14.9,5.98,58.6,2110,12.5,69.6,3.51,738 149 | Tanzania,71.9,18.7,6.01,29.1,2090,9.25,59.3,5.43,702 150 | Thailand,14.9,66.5,3.88,60.8,13500,4.08,76.6,1.55,5080 151 | Timor-Leste,62.6,2.2,9.12,27.8,1850,26.5,71.1,6.23,3600 152 | Togo,90.3,40.2,7.65,57.3,1210,1.18,58.7,4.87,488 153 | Tonga,17.4,12.4,5.07,60.3,4980,3.68,69.9,3.91,3550 154 | Tunisia,17.4,50.5,6.21,55.3,10400,3.82,76.9,2.14,4140 155 | Turkey,19.1,20.4,6.74,25.5,18000,7.01,78.2,2.15,10700 156 | Turkmenistan,62,76.3,2.5,44.5,9940,2.31,67.9,2.83,4440 157 | Uganda,81,17.1,9.01,28.6,1540,10.6,56.8,6.15,595 158 | Ukraine,11.7,47.1,7.72,51.1,7820,13.4,70.4,1.44,2970 159 | United Arab Emirates,8.6,77.7,3.66,63.6,57600,12.5,76.5,1.87,35000 160 | United Kingdom,5.2,28.2,9.64,30.8,36200,1.57,80.3,1.92,38900 161 | United States,7.3,12.4,17.9,15.8,49400,1.22,78.7,1.93,48400 162 | Uruguay,10.6,26.3,8.35,25.4,17100,4.91,76.4,2.08,11900 163 | Uzbekistan,36.3,31.7,5.81,28.5,4240,16.5,68.8,2.34,1380 164 | Vanuatu,29.2,46.6,5.25,52.7,2950,2.62,63,3.5,2970 165 | Venezuela,17.1,28.5,4.91,17.6,16500,45.9,75.4,2.47,13500 166 | Vietnam,23.3,72,6.84,80.2,4490,12.1,73.1,1.95,1310 167 | Yemen,56.3,30,5.18,34.4,4480,23.6,67.5,4.67,1310 168 | Zambia,83.1,37,5.89,30.9,3280,14,52,5.4,1460 169 | -------------------------------------------------------------------------------- /seeds.csv: -------------------------------------------------------------------------------- 1 | area,perimeter,compactness,length,width,asymmetry,length 2 | 15.26,14.84,0.871,5.763,3.312,2.221,5.22 3 | 14.88,14.57,0.8811,5.554,3.333,1.018,4.956 4 | 14.29,14.09,0.905,5.291,3.337,2.699,4.825 5 | 13.84,13.94,0.8955,5.324,3.379,2.259,4.805 6 | 16.14,14.99,0.9034,5.658,3.562,1.355,5.175 7 | 14.38,14.21,0.8951,5.386,3.312,2.462,4.956 8 | 14.69,14.49,0.8799,5.563,3.259,3.586,5.219 9 | 14.11,14.1,0.8911,5.42,3.302,2.7,5.4 10 | 16.63,15.46,0.8747,6.053,3.465,2.04,5.877 11 | 16.44,15.25,0.888,5.884,3.505,1.969,5.533 12 | 15.26,14.85,0.8696,5.714,3.242,4.543,5.314 13 | 14.03,14.16,0.8796,5.438,3.201,1.717,5.001 14 | 13.89,14.02,0.888,5.439,3.199,3.986,4.738 15 | 13.78,14.06,0.8759,5.479,3.156,3.136,4.872 16 | 13.74,14.05,0.8744,5.482,3.114,2.932,4.825 17 | 14.59,14.28,0.8993,5.351,3.333,4.185,4.781 18 | 13.99,13.83,0.9183,5.119,3.383,5.234,4.781 19 | 15.69,14.75,0.9058,5.527,3.514,1.599,5.046 20 | 14.7,14.21,0.9153,5.205,3.466,1.767,4.649 21 | 12.72,13.57,0.8686,5.226,3.049,4.102,4.914 22 | 14.16,14.4,0.8584,5.658,3.129,3.072,5.176 23 | 14.11,14.26,0.8722,5.52,3.168,2.688,5.219 24 | 15.88,14.9,0.8988,5.618,3.507,0.7651,5.091 25 | 12.08,13.23,0.8664,5.099,2.936,1.415,4.961 26 | 15.01,14.76,0.8657,5.789,3.245,1.791,5.001 27 | 16.19,15.16,0.8849,5.833,3.421,0.903,5.307 28 | 13.02,13.76,0.8641,5.395,3.026,3.373,4.825 29 | 12.74,13.67,0.8564,5.395,2.956,2.504,4.869 30 | 14.11,14.18,0.882,5.541,3.221,2.754,5.038 31 | 13.45,14.02,0.8604,5.516,3.065,3.531,5.097 32 | 13.16,13.82,0.8662,5.454,2.975,0.8551,5.056 33 | 15.49,14.94,0.8724,5.757,3.371,3.412,5.228 34 | 14.09,14.41,0.8529,5.717,3.186,3.92,5.299 35 | 13.94,14.17,0.8728,5.585,3.15,2.124,5.012 36 | 15.05,14.68,0.8779,5.712,3.328,2.129,5.36 37 | 16.12,15,,0.9,,5.709,3.485 38 | 16.2,15.27,0.8734,5.826,3.464,2.823,5.527 39 | 17.08,15.38,0.9079,5.832,3.683,2.956,5.484 40 | 14.8,14.52,0.8823,5.656,3.288,3.112,5.309 41 | 14.28,14.17,0.8944,5.397,3.298,6.685,5.001 42 | 13.54,13.85,0.8871,5.348,3.156,2.587,5.178 43 | 13.5,13.85,0.8852,5.351,3.158,2.249,5.176 44 | 13.16,13.55,0.9009,5.138,3.201,2.461,4.783 45 | 15.5,14.86,0.882,5.877,3.396,4.711,5.528 46 | 15.11,14.54,0.8986,5.579,3.462,3.128,5.18 47 | 13.8,14.04,0.8794,5.376,3.155,1.56,4.961 48 | 15.36,14.76,0.8861,5.701,3.393,1.367,5.132 49 | 14.99,14.56,0.8883,5.57,3.377,2.958,5.175 50 | 14.79,14.52,0.8819,5.545,3.291,2.704,5.111 51 | 14.86,14.67,0.8676,5.678,3.258,2.129,5.351 52 | 14.43,14.4,0.8751,5.585,3.272,3.975,5.144 53 | 15.78,14.91,0.8923,5.674,3.434,5.593,5.136 54 | 14.49,14.61,0.8538,5.715,3.113,4.116,5.396 55 | 14.33,14.28,0.8831,5.504,3.199,3.328,5.224 56 | 14.52,14.6,0.8557,5.741,3.113,1.481,5.487 57 | 15.03,14.77,0.8658,5.702,3.212,1.933,5.439 58 | 14.46,14.35,0.8818,5.388,3.377,2.802,5.044 59 | 14.92,14.43,0.9006,5.384,3.412,1.142,5.088 60 | 15.38,14.77,0.8857,5.662,3.419,1.999,5.222 61 | 12.11,13.47,0.8392,5.159,3.032,1.502,4.519 62 | 11.42,12.86,0.8683,5.008,2.85,2.7,5.4 63 | 11.23,12.63,0.884,4.902,2.879,2.269,4.703 64 | 12.36,13.19,0.8923,5.076,3.042,3.22,4.605 65 | 13.22,13.84,0.868,5.395,3.07,4.157,5.088 66 | 12.78,13.57,0.8716,5.262,3.026,1.176,4.782 67 | 12.88,13.5,0.8879,5.139,3.119,2.352,4.607 68 | 14.34,14.37,0.8726,5.63,3.19,1.313,5.15 69 | 14.01,14.29,0.8625,5.609,3.158,2.217,5.132 70 | 14.37,14.39,0.8726,5.569,3.153,1.464,5.3 71 | 12.73,13.75,0.8458,5.412,2.882,3.533,5.067 72 | 17.63,15.98,0.8673,6.191,3.561,4.076,6.06 73 | 16.84,15.67,0.8623,5.998,3.484,4.675,5.877 74 | 17.26,15.73,0.8763,5.978,3.594,4.539,5.791 75 | 19.11,16.26,0.9081,6.154,3.93,2.936,6.079 76 | 16.82,15.51,0.8786,6.017,3.486,4.004,5.841 77 | 16.77,15.62,0.8638,5.927,3.438,4.92,5.795 78 | 17.32,15.91,0.8599,6.064,3.403,3.824,5.922 79 | 20.71,17.23,0.8763,6.579,3.814,4.451,6.451 80 | 18.94,16.49,0.875,6.445,3.639,5.064,6.362 81 | 17.12,15.55,0.8892,5.85,3.566,2.858,5.746 82 | 16.53,15.34,0.8823,5.875,3.467,5.532,5.88 83 | 18.72,16.19,0.8977,6.006,3.857,5.324,5.879 84 | 20.2,16.89,0.8894,6.285,3.864,5.173,6.187 85 | 19.57,16.74,0.8779,6.384,3.772,1.472,6.273 86 | 19.51,16.71,0.878,6.366,3.801,2.962,6.185 87 | 18.27,16.09,0.887,6.173,3.651,2.443,6.197 88 | 18.88,16.26,0.8969,6.084,3.764,1.649,6.109 89 | 18.98,16.66,0.859,6.549,3.67,3.691,6.498 90 | 21.18,17.21,0.8989,6.573,4.033,5.78,6.231 91 | 20.88,17.05,0.9031,6.45,4.032,5.016,6.321 92 | 20.1,16.99,0.8746,6.581,3.785,1.955,6.449 93 | 18.76,16.2,0.8984,6.172,3.796,3.12,6.053 94 | 18.81,16.29,0.8906,6.272,3.693,3.237,6.053 95 | 18.59,16.05,0.9066,6.037,3.86,6.001,5.877 96 | 18.36,16.52,0.8452,6.666,3.485,4.933,6.448 97 | 16.87,15.65,0.8648,6.139,3.463,3.696,5.967 98 | 19.31,16.59,0.8815,6.341,3.81,3.477,6.238 99 | 18.98,16.57,0.8687,6.449,3.552,2.144,6.453 100 | 18.17,16.26,0.8637,6.271,3.512,2.853,6.273 101 | 18.72,16.34,0.881,6.219,3.684,2.188,6.097 102 | 16.41,15.25,0.8866,5.718,3.525,4.217,5.618 103 | 17.99,15.86,0.8992,5.89,3.694,2.068,5.837 104 | 19.46,16.5,0.8985,6.113,3.892,4.308,6.009 105 | 19.18,16.63,0.8717,6.369,3.681,3.357,6.229 106 | 18.95,16.42,0.8829,6.248,3.755,3.368,6.148 107 | 18.83,16.29,0.8917,6.037,3.786,2.553,5.879 108 | 18.85,16.17,0.9056,6.152,3.806,2.843,6.2 109 | 17.63,15.86,0.88,6.033,3.573,3.747,5.929 110 | 19.94,16.92,0.8752,6.675,3.763,3.252,6.55 111 | 18.55,16.22,0.8865,6.153,3.674,1.738,5.894 112 | 18.45,16.12,0.8921,6.107,3.769,2.235,5.794 113 | 19.38,16.72,0.8716,6.303,3.791,3.678,5.965 114 | 19.13,16.31,0.9035,6.183,3.902,2.109,5.924 115 | 19.14,16.61,0.8722,6.259,3.737,6.682,6.053 116 | 20.97,17.25,0.8859,6.563,3.991,4.677,6.316 117 | 19.06,16.45,0.8854,6.416,3.719,2.248,6.163 118 | 18.96,16.2,0.9077,6.051,3.897,4.334,5.75 119 | 19.15,16.45,0.889,6.245,3.815,3.084,6.185 120 | 18.89,16.23,0.9008,6.227,3.769,3.639,5.966 121 | 20.03,16.9,0.8811,6.493,3.857,3.063,6.32 122 | 20.24,16.91,0.8897,6.315,3.962,5.901,6.188 123 | 18.14,16.12,0.8772,6.059,3.563,3.619,6.011 124 | 16.17,15.38,0.8588,5.762,3.387,4.286,5.703 125 | 18.43,15.97,0.9077,5.98,3.771,2.984,5.905 126 | 15.99,14.89,0.9064,5.363,3.582,3.336,5.144 127 | 18.75,16.18,0.8999,6.111,3.869,4.188,5.992 128 | 18.65,16.41,0.8698,6.285,3.594,4.391,6.102 129 | 17.98,15.85,0.8993,5.979,3.687,2.257,5.919 130 | 20.16,17.03,0.8735,6.513,3.773,1.91,6.185 131 | 17.55,15.66,0.8991,5.791,3.69,5.366,5.661 132 | 18.3,15.89,0.9108,5.979,3.755,2.837,5.962 133 | 18.94,16.32,0.8942,6.144,3.825,2.908,5.949 134 | 15.38,14.9,0.8706,5.884,3.268,4.462,5.795 135 | 16.16,15.33,0.8644,5.845,3.395,4.266,5.795 136 | 15.56,14.89,0.8823,5.776,3.408,4.972,5.847 137 | 15.38,14.66,0.899,5.477,3.465,3.6,5.4 138 | 17.36,15.76,0.8785,6.145,3.574,3.526,5.971 139 | 15.57,15.15,0.8527,5.92,3.231,2.64,5.879 140 | 15.6,15.11,0.858,5.832,3.286,2.725,5.752 141 | 16.23,15.18,0.885,5.872,3.472,3.769,5.922 142 | 13.07,13.92,0.848,5.472,2.994,5.304,5.395 143 | 13.32,13.94,0.8613,5.541,3.073,7.035,5.44 144 | 13.34,13.95,0.862,5.389,3.074,5.995,5.307 145 | 12.22,13.32,0.8652,5.224,2.967,5.469,5.221 146 | 11.82,13.4,0.8274,5.314,2.777,4.471,5.178 147 | 11.21,13.13,0.8167,5.279,2.687,6.169,5.275 148 | 11.43,13.13,0.8335,5.176,2.719,2.221,5.132 149 | 12.49,13.46,0.8658,5.267,2.967,4.421,5.002 150 | 12.7,13.71,0.8491,5.386,2.911,3.26,5.316 151 | 10.79,12.93,0.8107,5.317,2.648,5.462,5.194 152 | 11.83,13.23,0.8496,5.263,2.84,5.195,5.307 153 | 12.01,13.52,0.8249,5.405,2.776,6.992,5.27 154 | 12.26,13.6,0.8333,5.408,2.833,4.756,5.36 155 | 11.18,13.04,0.8266,5.22,2.693,3.332,5.001 156 | 11.36,13.05,0.8382,5.175,2.755,4.048,5.263 157 | 11.19,13.05,0.8253,5.25,2.675,5.813,5.219 158 | 11.34,12.87,0.8596,5.053,2.849,3.347,5.003 159 | 12.13,13.73,0.8081,5.394,2.745,4.825,5.22 160 | 11.75,13.52,0.8082,5.444,2.678,4.378,5.31 161 | 11.49,13.22,0.8263,5.304,2.695,5.388,5.31 162 | 12.54,13.67,0.8425,5.451,2.879,3.082,5.491 163 | 12.02,13.33,0.8503,5.35,2.81,4.271,5.308 164 | 12.05,13.41,0.8416,5.267,2.847,4.988,5.046 165 | 12.55,13.57,0.8558,5.333,2.968,4.419,5.176 166 | 11.14,12.79,0.8558,5.011,2.794,6.388,5.049 167 | 12.1,13.15,0.8793,5.105,2.941,2.201,5.056 168 | 12.44,13.59,0.8462,5.319,2.897,4.924,5.27 169 | 12.15,13.45,0.8443,5.417,2.837,3.638,5.338 170 | 11.35,13.12,0.8291,5.176,2.668,4.337,5.132 171 | 11.24,13,,0.8359,5.09,2.715,3.521 172 | 11.02,13,,0.8189,5.325,2.701,6.735 173 | 11.55,13.1,0.8455,5.167,2.845,6.715,4.956 174 | 11.27,12.97,0.8419,5.088,2.763,4.309,5 175 | 11.4,13.08,0.8375,5.136,2.763,5.588,5.089 176 | 10.83,12.96,0.8099,5.278,2.641,5.182,5.185 177 | 10.8,12.57,0.859,4.981,2.821,4.773,5.063 178 | 11.26,13.01,0.8355,5.186,2.71,5.335,5.092 179 | 10.74,12.73,0.8329,5.145,2.642,4.702,4.963 180 | 11.48,13.05,0.8473,5.18,2.758,5.876,5.002 181 | 12.21,13.47,0.8453,5.357,2.893,1.661,5.178 182 | 11.41,12.95,0.856,5.09,2.775,4.957,4.825 183 | 12.46,13.41,0.8706,5.236,3.017,4.987,5.147 184 | 12.19,13.36,0.8579,5.24,2.909,4.857,5.158 185 | 11.65,13.07,0.8575,5.108,2.85,5.209,5.135 186 | 12.89,13.77,0.8541,5.495,3.026,6.185,5.316 187 | 11.56,13.31,0.8198,5.363,2.683,4.062,5.182 188 | 11.81,13.45,0.8198,5.413,2.716,4.898,5.352 189 | 10.91,12.8,0.8372,5.088,2.675,4.179,4.956 190 | 11.23,12.82,0.8594,5.089,2.821,7.524,4.957 191 | 10.59,12.41,0.8648,4.899,2.787,4.975,4.794 192 | 10.93,12.8,0.839,5.046,2.717,5.398,5.045 193 | 11.27,12.86,0.8563,5.091,2.804,3.985,5.001 194 | 11.87,13.02,0.8795,5.132,2.953,3.597,5.132 195 | 10.82,12.83,0.8256,5.18,2.63,4.853,5.089 196 | 12.11,13.27,0.8639,5.236,2.975,4.132,5.012 197 | 12.8,13.47,0.886,5.16,3.126,4.873,4.914 198 | 12.79,13.53,0.8786,5.224,3.054,5.483,4.958 199 | 13.37,13.78,0.8849,5.32,3.128,4.67,5.091 200 | 12.62,13.67,0.8481,5.41,2.911,3.306,5.231 201 | 12.76,13.38,0.8964,5.073,3.155,2.828,4.83 202 | 12.38,13.44,0.8609,5.219,2.989,5.472,5.045 203 | 12.67,13.32,0.8977,4.984,3.135,2.3,5.4 204 | 11.18,12.72,0.868,5.009,2.81,4.051,4.828 205 | 12.7,13.41,0.8874,5.183,3.091,8.456,5 206 | 12.37,13.47,0.8567,5.204,2.96,3.919,5.001 207 | 12.19,13.2,0.8783,5.137,2.981,3.631,4.87 208 | 11.23,12.88,0.8511,5.14,2.795,4.325,5.003 209 | 13.2,13.66,0.8883,5.236,3.232,8.315,5.056 210 | 11.84,13.21,0.8521,5.175,2.836,3.598,5.044 211 | 12.3,13.34,0.8684,5.243,2.974,5.637,5.063 212 | -------------------------------------------------------------------------------- /heart.csv: -------------------------------------------------------------------------------- 1 | AGE_50,MD_50,SBP_50,DBP_50,HT_50,WT_50,CHOL_50,SES,CL_STATUS,MD_62,SBP_62,DBP_62,CHOL_62,WT_62,IHD_DX,DEATH 2 | 42,1,110,65,64,147,291,2,8,4,120,78,271,146,2,1 3 | 53,1,130,72,69,167,278,1,6,2,122,68,250,165,9,1 4 | 53,2,120,90,70,222,342,4,8,1,132,90,304,223,2,1 5 | 48,4,120,80,72,229,239,4,8,2,118,68,209,227,3,1 6 | 53,3,118,74,66,134,243,3,8,5,118,56,261,138,2,1 7 | 58,2,122,72,69,135,210,3,8,4,130,72,245,136,2,1 8 | 48,4,130,90,67,165,219,3,8,4,138,86,275,166,2,1 9 | 60,1,124,80,74,235,203,3,8,1,160,90,271,226,3,1 10 | 59,4,160,100,72,206,269,5,8,3,150,100,291,198,3,1 11 | 40,3,120,80,69,148,185,3,8,3,110,64,241,152,2,1 12 | 56,3,115,80,64,147,260,3,8,4,140,80,326,152,2,1 13 | 58,3,140,90,63,121,312,5,8,1,120,75,234,114,2,1 14 | 64,2,135,85,64,189,185,1,8,4,140,78,153,168,3,1 15 | 57,2,110,78,70,173,282,3,8,2,144,74,236,171,2,1 16 | 32,1,112,70,69,171,254,2,8,4,142,96,249,179,3,1 17 | 59,1,140,90,65,150,303,2,8,1,205,85,302,153,2,1 18 | 48,1,130,80,64,147,271,4,8,3,165,85,251,163,3,1 19 | 47,2,115,84,67,211,304,1,8,1,155,80,278,149,9,1 20 | 47,2,130,80,67,147,334,1,8,3,138,85,303,147,2,0 21 | 28,1,120,86,70,189,328,3,8,2,128,88,300,194,6,0 22 | 37,3,95,55,69,190,226,3,8,3,155,105,311,191,2,0 23 | 54,1,141,100,65,171,363,3,7,2,180,100,276,154,2,1 24 | 38,1,130,90,67,170,399,2,8,2,132,86,353,167,2,0 25 | 52,2,125,90,65,141,199,2,8,2,152,100,234,135,6,0 26 | 46,1,110,70,67,159,271,3,8,3,152,88,299,164,6,1 27 | 51,4,120,80,70,139,261,3,8,1,130,95,285,173,6,0 28 | 49,1,120,80,68,194,263,3,8,1,178,76,230,196,9,0 29 | 46,4,110,70,66,160,242,3,8,3,130,90,254,175,6,0 30 | 26,1,110,80,70,206,260,3,8,3,130,76,325,231,2,0 31 | 35,2,120,80,72,191,321,3,8,1,130,80,334,169,6,0 32 | 45,2,108,80,70,155,258,5,8,4,138,88,259,182,2,0 33 | 57,1,130,80,69,184,167,3,8,3,155,90,237,173,2,0 34 | 24,3,104,75,70,157,185,5,8,2,120,80,236,166,7,0 35 | 64,1,144,95,66,191,244,1,8,2,198,110,227,187,7,0 36 | 34,3,142,102,71,176,314,1,7,1,145,100,233,176,9,0 37 | 30,3,110,80,71,198,234,2,8,1,100,65,227,187,2,0 38 | 52,4,145,90,66,183,289,3,7,3,150,88,299,143,6,0 39 | 56,2,125,75,65,122,329,5,8,1,140,80,253,130,2,1 40 | 44,1,125,90,65,156,439,1,8,1,130,80,342,152,2,0 41 | 45,3,130,90,73,143,243,4,8,4,158,78,249,146,6,0 42 | 29,2,140,95,64,148,419,5,7,1,130,85,254,139,5,0 43 | 42,2,108,80,67,145,285,2,8,1,115,70,249,146,6,0 44 | 46,3,134,90,73,198,271,3,8,1,125,80,219,205,4,0 45 | 45,4,150,104,71,187,278,1,7,1,210,110,368,189,2,0 46 | 51,3,120,90,66,163,226,3,8,1,130,80,271,167,1,0 47 | 44,2,120,90,72,211,188,3,8,2,138,88,240,196,2,1 48 | 32,2,108,78,66,151,235,4,8,2,120,70,226,155,6,0 49 | 34,2,130,90,61,120,317,2,5,2,122,68,248,118,6,0 50 | 30,2,120,84,68,170,258,3,8,1,165,110,359,181,4,0 51 | 40,1,112,80,69,167,334,3,8,2,100,70,306,154,6,0 52 | 34,3,124,38,66,195,345,3,8,1,130,85,309,183,4,0 53 | 43,3,118,72,71,149,224,3,8,2,120,70,209,147,2,0 54 | 39,2,164,110,66,245,220,4,7,1,145,95,258,194,2,0 55 | 45,2,110,80,69,170,347,3,8,3,150,90,296,186,2,0 56 | 41,2,115,80,68,145,339,5,8,1,160,80,254,149,1,0 57 | 57,1,130,90,68,188,353,3,8,1,160,80,230,172,7,0 58 | 53,3,110,80,67,150,235,3,8,4,120,76,221,170,9,0 59 | 55,2,125,90,65,163,235,2,8,2,170,94,255,139,6,0 60 | 57,2,210,110,67,165,220,1,4,2,150,94,178,174,6,0 61 | 38,3,115,90,70,187,385,3,8,2,142,108,334,202,9,0 62 | 45,4,110,80,67,209,240,3,8,2,156,108,251,205,1,0 63 | 33,1,130,90,68,200,188,3,8,4,125,70,210,191,7,0 64 | 61,2,160,100,68,160,241,2,7,3,170,110,235,163,6,0 65 | 36,3,100,75,72,164,241,3,8,4,125,72,271,175,2,0 66 | 37,3,130,88,67,178,295,4,8,3,170,90,367,194,1,0 67 | 51,3,125,85,73,198,283,4,8,4,175,85,309,211,9,0 68 | 46,1,110,80,69,178,277,3,8,4,150,88,311,186,2,0 69 | 51,3,138,100,72,208,296,3,7,1,135,95,286,199,8,0 70 | 60,3,130,84,69,122,243,2,8,4,166,102,291,113,0,1 71 | 57,2,110,80,71,224,158,1,8,3,135,80,202,224,0,1 72 | 63,4,130,80,67,143,243,3,8,2,166,90,273,121,0,1 73 | 63,3,115,65,69,196,278,2,8,1,150,65,248,192,0,1 74 | 68,3,120,80,63,109,215,1,8,2,136,76,251,108,0,1 75 | 57,3,145,85,66,140,308,1,8,3,150,80,247,134,0,1 76 | 64,1,150,90,70,147,226,2,8,4,140,85,192,145,0,1 77 | 63,2,115,75,67,180,303,3,8,2,122,80,289,126,0,1 78 | 62,1,120,80,68,174,535,2,8,5,146,76,268,156,0,1 79 | 55,1,140,82,69,145,199,3,8,2,176,106,218,155,0,1 80 | 50,3,150,90,71,170,326,1,7,1,195,98,204,178,0,1 81 | 39,1,114,72,65,156,187,5,8,3,168,110,199,170,0,1 82 | 50,3,150,115,71,220,283,3,7,1,164,120,275,239,0,1 83 | 42,3,105,78,67,166,195,3,8,2,112,80,218,168,0,1 84 | 53,4,100,80,71,199,209,2,8,1,110,65,220,185,0,1 85 | 56,1,150,90,72,233,284,1,8,5,134,74,170,225,0,1 86 | 62,4,166,90,66,130,258,3,7,3,150,70,185,126,0,1 87 | 61,3,138,80,63,158,285,3,8,1,120,70,225,113,0,1 88 | 57,2,110,68,71,166,300,3,8,1,105,60,262,143,0,1 89 | 43,1,120,85,70,134,220,3,8,4,140,85,354,141,0,1 90 | 65,1,170,105,67,183,214,5,3,4,190,100,148,161,0,1 91 | 49,2,120,90,69,139,273,3,8,3,160,104,308,163,0,1 92 | 47,1,110,70,70,130,203,3,8,1,125,75,198,127,0,1 93 | 59,1,110,80,70,167,220,3,8,1,125,75,275,152,0,1 94 | 53,4,120,90,62,166,253,3,8,4,134,78,316,168,0,1 95 | 43,1,120,80,72,171,198,3,8,3,152,86,190,178,0,1 96 | 52,3,140,86,67,128,300,1,8,1,185,95,260,144,0,1 97 | 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1.51602,14.85,0,2.38,73.28,0,8.76,0.64,0.09,7 194 | 1.51623,14.2,0,2.79,73.46,0.04,9.04,0.4,0.09,7 195 | 1.51719,14.75,0,2,73.02,0,8.53,1.59,0.08,7 196 | 1.51683,14.56,0,1.98,73.29,0,8.52,1.57,0.07,7 197 | 1.51545,14.14,0,2.68,73.39,0.08,9.07,0.61,0.05,7 198 | 1.51556,13.87,0,2.54,73.23,0.14,9.41,0.81,0.01,7 199 | 1.51727,14.7,0,2.34,73.28,0,8.95,0.66,0,7 200 | 1.51531,14.38,0,2.66,73.1,0.04,9.08,0.64,0,7 201 | 1.51609,15.01,0,2.51,73.05,0.05,8.83,0.53,0,7 202 | 1.51508,15.15,0,2.25,73.5,0,8.34,0.63,0,7 203 | 1.51653,11.95,0,1.19,75.18,2.7,8.93,0,0,7 204 | 1.51514,14.85,0,2.42,73.72,0,8.39,0.56,0,7 205 | 1.51658,14.8,0,1.99,73.11,0,8.28,1.71,0,7 206 | 1.51617,14.95,0,2.27,73.3,0,8.71,0.67,0,7 207 | 1.51732,14.95,0,1.8,72.99,0,8.61,1.55,0,7 208 | 1.51645,14.94,0,1.87,73.11,0,8.67,1.38,0,7 209 | 1.51831,14.39,0,1.82,72.86,1.41,6.47,2.88,0,7 210 | 1.5164,14.37,0,2.74,72.85,0,9.45,0.54,0,7 211 | 1.51623,14.14,0,2.88,72.61,0.08,9.18,1.06,0,7 212 | 1.51685,14.92,0,1.99,73.06,0,8.4,1.59,0,7 213 | 1.52065,14.36,0,2.02,73.42,0,8.44,1.64,0,7 214 | 1.51651,14.38,0,1.94,73.61,0,8.48,1.57,0,7 215 | 1.51711,14.23,0,2.08,73.36,0,8.62,1.67,0,7 216 | -------------------------------------------------------------------------------- /heart_disease.csv: -------------------------------------------------------------------------------- 1 | age,sex,chest pain type,resting blood pressure,serum cholestoral in mg/dl ,fasting blood sugar > 120 mg/dl ,resting electrocardiographic results,maximum heart rate achieved ,exercise induced angina ,oldpeak ,slope of peak,number of major vessels ,thal,Disease 2 | 70,1,4,130,322,0,2,109,0,2.4,2,3,3,1 3 | 67,0,3,115,564,0,2,160,0,1.6,2,0,7,0 4 | 57,1,2,124,261,0,0,141,0,0.3,1,0,7,1 5 | 64,1,4,128,263,0,0,105,1,0.2,2,1,7,0 6 | 74,0,2,120,269,0,2,121,1,0.2,1,1,3,0 7 | 65,1,4,120,177,0,0,140,0,0.4,1,0,7,0 8 | 56,1,3,130,256,1,2,142,1,0.6,2,1,6,1 9 | 59,1,4,110,239,0,2,142,1,1.2,2,1,7,1 10 | 60,1,4,140,293,0,2,170,0,1.2,2,2,7,1 11 | 63,0,4,150,407,0,2,154,0,4,2,3,7,1 12 | 59,1,4,135,234,0,0,161,0,0.5,2,0,7,0 13 | 53,1,4,142,226,0,2,111,1,0,1,0,7,0 14 | 44,1,3,140,235,0,2,180,0,0,1,0,3,0 15 | 61,1,1,134,234,0,0,145,0,2.6,2,2,3,1 16 | 57,0,4,128,303,0,2,159,0,0,1,1,3,0 17 | 71,0,4,112,149,0,0,125,0,1.6,2,0,3,0 18 | 46,1,4,140,311,0,0,120,1,1.8,2,2,7,1 19 | 53,1,4,140,203,1,2,155,1,3.1,3,0,7,1 20 | 64,1,1,110,211,0,2,144,1,1.8,2,0,3,0 21 | 40,1,1,140,199,0,0,178,1,1.4,1,0,7,0 22 | 67,1,4,120,229,0,2,129,1,2.6,2,2,7,1 23 | 48,1,2,130,245,0,2,180,0,0.2,2,0,3,0 24 | 43,1,4,115,303,0,0,181,0,1.2,2,0,3,0 25 | 47,1,4,112,204,0,0,143,0,0.1,1,0,3,0 26 | 54,0,2,132,288,1,2,159,1,0,1,1,3,0 27 | 48,0,3,130,275,0,0,139,0,0.2,1,0,3,0 28 | 46,0,4,138,243,0,2,152,1,0,2,0,3,0 29 | 51,0,3,120,295,0,2,157,0,0.6,1,0,3,0 30 | 58,1,3,112,230,0,2,165,0,2.5,2,1,7,1 31 | 71,0,3,110,265,1,2,130,0,0,1,1,3,0 32 | 57,1,3,128,229,0,2,150,0,0.4,2,1,7,1 33 | 66,1,4,160,228,0,2,138,0,2.3,1,0,6,0 34 | 37,0,3,120,215,0,0,170,0,0,1,0,3,0 35 | 59,1,4,170,326,0,2,140,1,3.4,3,0,7,1 36 | 50,1,4,144,200,0,2,126,1,0.9,2,0,7,1 37 | 48,1,4,130,256,1,2,150,1,0,1,2,7,1 38 | 61,1,4,140,207,0,2,138,1,1.9,1,1,7,1 39 | 59,1,1,160,273,0,2,125,0,0,1,0,3,1 40 | 42,1,3,130,180,0,0,150,0,0,1,0,3,0 41 | 48,1,4,122,222,0,2,186,0,0,1,0,3,0 42 | 40,1,4,152,223,0,0,181,0,0,1,0,7,1 43 | 62,0,4,124,209,0,0,163,0,0,1,0,3,0 44 | 44,1,3,130,233,0,0,179,1,0.4,1,0,3,0 45 | 46,1,2,101,197,1,0,156,0,0,1,0,7,0 46 | 59,1,3,126,218,1,0,134,0,2.2,2,1,6,1 47 | 58,1,3,140,211,1,2,165,0,0,1,0,3,0 48 | 49,1,3,118,149,0,2,126,0,0.8,1,3,3,1 49 | 44,1,4,110,197,0,2,177,0,0,1,1,3,1 50 | 66,1,2,160,246,0,0,120,1,0,2,3,6,1 51 | 65,0,4,150,225,0,2,114,0,1,2,3,7,1 52 | 42,1,4,136,315,0,0,125,1,1.8,2,0,6,1 53 | 52,1,2,128,205,1,0,184,0,0,1,0,3,0 54 | 65,0,3,140,417,1,2,157,0,0.8,1,1,3,0 55 | 63,0,2,140,195,0,0,179,0,0,1,2,3,0 56 | 45,0,2,130,234,0,2,175,0,0.6,2,0,3,0 57 | 41,0,2,105,198,0,0,168,0,0,1,1,3,0 58 | 61,1,4,138,166,0,2,125,1,3.6,2,1,3,1 59 | 60,0,3,120,178,1,0,96,0,0,1,0,3,0 60 | 59,0,4,174,249,0,0,143,1,0,2,0,3,1 61 | 62,1,2,120,281,0,2,103,0,1.4,2,1,7,1 62 | 57,1,3,150,126,1,0,173,0,0.2,1,1,7,0 63 | 51,0,4,130,305,0,0,142,1,1.2,2,0,7,1 64 | 44,1,3,120,226,0,0,169,0,0,1,0,3,0 65 | 60,0,1,150,240,0,0,171,0,0.9,1,0,3,0 66 | 63,1,1,145,233,1,2,150,0,2.3,3,0,6,0 67 | 57,1,4,150,276,0,2,112,1,0.6,2,1,6,1 68 | 51,1,4,140,261,0,2,186,1,0,1,0,3,0 69 | 58,0,2,136,319,1,2,152,0,0,1,2,3,1 70 | 44,0,3,118,242,0,0,149,0,0.3,2,1,3,0 71 | 47,1,3,108,243,0,0,152,0,0,1,0,3,1 72 | 61,1,4,120,260,0,0,140,1,3.6,2,1,7,1 73 | 57,0,4,120,354,0,0,163,1,0.6,1,0,3,0 74 | 70,1,2,156,245,0,2,143,0,0,1,0,3,0 75 | 76,0,3,140,197,0,1,116,0,1.1,2,0,3,0 76 | 67,0,4,106,223,0,0,142,0,0.3,1,2,3,0 77 | 45,1,4,142,309,0,2,147,1,0,2,3,7,1 78 | 45,1,4,104,208,0,2,148,1,3,2,0,3,0 79 | 39,0,3,94,199,0,0,179,0,0,1,0,3,0 80 | 42,0,3,120,209,0,0,173,0,0,2,0,3,0 81 | 56,1,2,120,236,0,0,178,0,0.8,1,0,3,0 82 | 58,1,4,146,218,0,0,105,0,2,2,1,7,1 83 | 35,1,4,120,198,0,0,130,1,1.6,2,0,7,1 84 | 58,1,4,150,270,0,2,111,1,0.8,1,0,7,1 85 | 41,1,3,130,214,0,2,168,0,2,2,0,3,0 86 | 57,1,4,110,201,0,0,126,1,1.5,2,0,6,0 87 | 42,1,1,148,244,0,2,178,0,0.8,1,2,3,0 88 | 62,1,2,128,208,1,2,140,0,0,1,0,3,0 89 | 59,1,1,178,270,0,2,145,0,4.2,3,0,7,0 90 | 41,0,2,126,306,0,0,163,0,0,1,0,3,0 91 | 50,1,4,150,243,0,2,128,0,2.6,2,0,7,1 92 | 59,1,2,140,221,0,0,164,1,0,1,0,3,0 93 | 61,0,4,130,330,0,2,169,0,0,1,0,3,1 94 | 54,1,4,124,266,0,2,109,1,2.2,2,1,7,1 95 | 54,1,4,110,206,0,2,108,1,0,2,1,3,1 96 | 52,1,4,125,212,0,0,168,0,1,1,2,7,1 97 | 47,1,4,110,275,0,2,118,1,1,2,1,3,1 98 | 66,1,4,120,302,0,2,151,0,0.4,2,0,3,0 99 | 58,1,4,100,234,0,0,156,0,0.1,1,1,7,1 100 | 64,0,3,140,313,0,0,133,0,0.2,1,0,7,0 101 | 50,0,2,120,244,0,0,162,0,1.1,1,0,3,0 102 | 44,0,3,108,141,0,0,175,0,0.6,2,0,3,0 103 | 67,1,4,120,237,0,0,71,0,1,2,0,3,1 104 | 49,0,4,130,269,0,0,163,0,0,1,0,3,0 105 | 57,1,4,165,289,1,2,124,0,1,2,3,7,1 106 | 63,1,4,130,254,0,2,147,0,1.4,2,1,7,1 107 | 48,1,4,124,274,0,2,166,0,0.5,2,0,7,1 108 | 51,1,3,100,222,0,0,143,1,1.2,2,0,3,0 109 | 60,0,4,150,258,0,2,157,0,2.6,2,2,7,1 110 | 59,1,4,140,177,0,0,162,1,0,1,1,7,1 111 | 45,0,2,112,160,0,0,138,0,0,2,0,3,0 112 | 55,0,4,180,327,0,1,117,1,3.4,2,0,3,1 113 | 41,1,2,110,235,0,0,153,0,0,1,0,3,0 114 | 60,0,4,158,305,0,2,161,0,0,1,0,3,1 115 | 54,0,3,135,304,1,0,170,0,0,1,0,3,0 116 | 42,1,2,120,295,0,0,162,0,0,1,0,3,0 117 | 49,0,2,134,271,0,0,162,0,0,2,0,3,0 118 | 46,1,4,120,249,0,2,144,0,0.8,1,0,7,1 119 | 56,0,4,200,288,1,2,133,1,4,3,2,7,1 120 | 66,0,1,150,226,0,0,114,0,2.6,3,0,3,0 121 | 56,1,4,130,283,1,2,103,1,1.6,3,0,7,1 122 | 49,1,3,120,188,0,0,139,0,2,2,3,7,1 123 | 54,1,4,122,286,0,2,116,1,3.2,2,2,3,1 124 | 57,1,4,152,274,0,0,88,1,1.2,2,1,7,1 125 | 65,0,3,160,360,0,2,151,0,0.8,1,0,3,0 126 | 54,1,3,125,273,0,2,152,0,0.5,3,1,3,0 127 | 54,0,3,160,201,0,0,163,0,0,1,1,3,0 128 | 62,1,4,120,267,0,0,99,1,1.8,2,2,7,1 129 | 52,0,3,136,196,0,2,169,0,0.1,2,0,3,0 130 | 52,1,2,134,201,0,0,158,0,0.8,1,1,3,0 131 | 60,1,4,117,230,1,0,160,1,1.4,1,2,7,1 132 | 63,0,4,108,269,0,0,169,1,1.8,2,2,3,1 133 | 66,1,4,112,212,0,2,132,1,0.1,1,1,3,1 134 | 42,1,4,140,226,0,0,178,0,0,1,0,3,0 135 | 64,1,4,120,246,0,2,96,1,2.2,3,1,3,1 136 | 54,1,3,150,232,0,2,165,0,1.6,1,0,7,0 137 | 46,0,3,142,177,0,2,160,1,1.4,3,0,3,0 138 | 67,0,3,152,277,0,0,172,0,0,1,1,3,0 139 | 56,1,4,125,249,1,2,144,1,1.2,2,1,3,1 140 | 34,0,2,118,210,0,0,192,0,0.7,1,0,3,0 141 | 57,1,4,132,207,0,0,168,1,0,1,0,7,0 142 | 64,1,4,145,212,0,2,132,0,2,2,2,6,1 143 | 59,1,4,138,271,0,2,182,0,0,1,0,3,0 144 | 50,1,3,140,233,0,0,163,0,0.6,2,1,7,1 145 | 51,1,1,125,213,0,2,125,1,1.4,1,1,3,0 146 | 54,1,2,192,283,0,2,195,0,0,1,1,7,1 147 | 53,1,4,123,282,0,0,95,1,2,2,2,7,1 148 | 52,1,4,112,230,0,0,160,0,0,1,1,3,1 149 | 40,1,4,110,167,0,2,114,1,2,2,0,7,1 150 | 58,1,3,132,224,0,2,173,0,3.2,1,2,7,1 151 | 41,0,3,112,268,0,2,172,1,0,1,0,3,0 152 | 41,1,3,112,250,0,0,179,0,0,1,0,3,0 153 | 50,0,3,120,219,0,0,158,0,1.6,2,0,3,0 154 | 54,0,3,108,267,0,2,167,0,0,1,0,3,0 155 | 64,0,4,130,303,0,0,122,0,2,2,2,3,0 156 | 51,0,3,130,256,0,2,149,0,0.5,1,0,3,0 157 | 46,0,2,105,204,0,0,172,0,0,1,0,3,0 158 | 55,1,4,140,217,0,0,111,1,5.6,3,0,7,1 159 | 45,1,2,128,308,0,2,170,0,0,1,0,3,0 160 | 56,1,1,120,193,0,2,162,0,1.9,2,0,7,0 161 | 66,0,4,178,228,1,0,165,1,1,2,2,7,1 162 | 38,1,1,120,231,0,0,182,1,3.8,2,0,7,1 163 | 62,0,4,150,244,0,0,154,1,1.4,2,0,3,1 164 | 55,1,2,130,262,0,0,155,0,0,1,0,3,0 165 | 58,1,4,128,259,0,2,130,1,3,2,2,7,1 166 | 43,1,4,110,211,0,0,161,0,0,1,0,7,0 167 | 64,0,4,180,325,0,0,154,1,0,1,0,3,0 168 | 50,0,4,110,254,0,2,159,0,0,1,0,3,0 169 | 53,1,3,130,197,1,2,152,0,1.2,3,0,3,0 170 | 45,0,4,138,236,0,2,152,1,0.2,2,0,3,0 171 | 65,1,1,138,282,1,2,174,0,1.4,2,1,3,1 172 | 69,1,1,160,234,1,2,131,0,0.1,2,1,3,0 173 | 69,1,3,140,254,0,2,146,0,2,2,3,7,1 174 | 67,1,4,100,299,0,2,125,1,0.9,2,2,3,1 175 | 68,0,3,120,211,0,2,115,0,1.5,2,0,3,0 176 | 34,1,1,118,182,0,2,174,0,0,1,0,3,0 177 | 62,0,4,138,294,1,0,106,0,1.9,2,3,3,1 178 | 51,1,4,140,298,0,0,122,1,4.2,2,3,7,1 179 | 46,1,3,150,231,0,0,147,0,3.6,2,0,3,1 180 | 67,1,4,125,254,1,0,163,0,0.2,2,2,7,1 181 | 50,1,3,129,196,0,0,163,0,0,1,0,3,0 182 | 42,1,3,120,240,1,0,194,0,0.8,3,0,7,0 183 | 56,0,4,134,409,0,2,150,1,1.9,2,2,7,1 184 | 41,1,4,110,172,0,2,158,0,0,1,0,7,1 185 | 42,0,4,102,265,0,2,122,0,0.6,2,0,3,0 186 | 53,1,3,130,246,1,2,173,0,0,1,3,3,0 187 | 43,1,3,130,315,0,0,162,0,1.9,1,1,3,0 188 | 56,1,4,132,184,0,2,105,1,2.1,2,1,6,1 189 | 52,1,4,108,233,1,0,147,0,0.1,1,3,7,0 190 | 62,0,4,140,394,0,2,157,0,1.2,2,0,3,0 191 | 70,1,3,160,269,0,0,112,1,2.9,2,1,7,1 192 | 54,1,4,140,239,0,0,160,0,1.2,1,0,3,0 193 | 70,1,4,145,174,0,0,125,1,2.6,3,0,7,1 194 | 54,1,2,108,309,0,0,156,0,0,1,0,7,0 195 | 35,1,4,126,282,0,2,156,1,0,1,0,7,1 196 | 48,1,3,124,255,1,0,175,0,0,1,2,3,0 197 | 55,0,2,135,250,0,2,161,0,1.4,2,0,3,0 198 | 58,0,4,100,248,0,2,122,0,1,2,0,3,0 199 | 54,0,3,110,214,0,0,158,0,1.6,2,0,3,0 200 | 69,0,1,140,239,0,0,151,0,1.8,1,2,3,0 201 | 77,1,4,125,304,0,2,162,1,0,1,3,3,1 202 | 68,1,3,118,277,0,0,151,0,1,1,1,7,0 203 | 58,1,4,125,300,0,2,171,0,0,1,2,7,1 204 | 60,1,4,125,258,0,2,141,1,2.8,2,1,7,1 205 | 51,1,4,140,299,0,0,173,1,1.6,1,0,7,1 206 | 55,1,4,160,289,0,2,145,1,0.8,2,1,7,1 207 | 52,1,1,152,298,1,0,178,0,1.2,2,0,7,0 208 | 60,0,3,102,318,0,0,160,0,0,1,1,3,0 209 | 58,1,3,105,240,0,2,154,1,0.6,2,0,7,0 210 | 64,1,3,125,309,0,0,131,1,1.8,2,0,7,1 211 | 37,1,3,130,250,0,0,187,0,3.5,3,0,3,0 212 | 59,1,1,170,288,0,2,159,0,0.2,2,0,7,1 213 | 51,1,3,125,245,1,2,166,0,2.4,2,0,3,0 214 | 43,0,3,122,213,0,0,165,0,0.2,2,0,3,0 215 | 58,1,4,128,216,0,2,131,1,2.2,2,3,7,1 216 | 29,1,2,130,204,0,2,202,0,0,1,0,3,0 217 | 41,0,2,130,204,0,2,172,0,1.4,1,0,3,0 218 | 63,0,3,135,252,0,2,172,0,0,1,0,3,0 219 | 51,1,3,94,227,0,0,154,1,0,1,1,7,0 220 | 54,1,3,120,258,0,2,147,0,0.4,2,0,7,0 221 | 44,1,2,120,220,0,0,170,0,0,1,0,3,0 222 | 54,1,4,110,239,0,0,126,1,2.8,2,1,7,1 223 | 65,1,4,135,254,0,2,127,0,2.8,2,1,7,1 224 | 57,1,3,150,168,0,0,174,0,1.6,1,0,3,0 225 | 63,1,4,130,330,1,2,132,1,1.8,1,3,7,1 226 | 35,0,4,138,183,0,0,182,0,1.4,1,0,3,0 227 | 41,1,2,135,203,0,0,132,0,0,2,0,6,0 228 | 62,0,3,130,263,0,0,97,0,1.2,2,1,7,1 229 | 43,0,4,132,341,1,2,136,1,3,2,0,7,1 230 | 58,0,1,150,283,1,2,162,0,1,1,0,3,0 231 | 52,1,1,118,186,0,2,190,0,0,2,0,6,0 232 | 61,0,4,145,307,0,2,146,1,1,2,0,7,1 233 | 39,1,4,118,219,0,0,140,0,1.2,2,0,7,1 234 | 45,1,4,115,260,0,2,185,0,0,1,0,3,0 235 | 52,1,4,128,255,0,0,161,1,0,1,1,7,1 236 | 62,1,3,130,231,0,0,146,0,1.8,2,3,7,0 237 | 62,0,4,160,164,0,2,145,0,6.2,3,3,7,1 238 | 53,0,4,138,234,0,2,160,0,0,1,0,3,0 239 | 43,1,4,120,177,0,2,120,1,2.5,2,0,7,1 240 | 47,1,3,138,257,0,2,156,0,0,1,0,3,0 241 | 52,1,2,120,325,0,0,172,0,0.2,1,0,3,0 242 | 68,1,3,180,274,1,2,150,1,1.6,2,0,7,1 243 | 39,1,3,140,321,0,2,182,0,0,1,0,3,0 244 | 53,0,4,130,264,0,2,143,0,0.4,2,0,3,0 245 | 62,0,4,140,268,0,2,160,0,3.6,3,2,3,1 246 | 51,0,3,140,308,0,2,142,0,1.5,1,1,3,0 247 | 60,1,4,130,253,0,0,144,1,1.4,1,1,7,1 248 | 65,1,4,110,248,0,2,158,0,0.6,1,2,6,1 249 | 65,0,3,155,269,0,0,148,0,0.8,1,0,3,0 250 | 60,1,3,140,185,0,2,155,0,3,2,0,3,1 251 | 60,1,4,145,282,0,2,142,1,2.8,2,2,7,1 252 | 54,1,4,120,188,0,0,113,0,1.4,2,1,7,1 253 | 44,1,2,130,219,0,2,188,0,0,1,0,3,0 254 | 44,1,4,112,290,0,2,153,0,0,1,1,3,1 255 | 51,1,3,110,175,0,0,123,0,0.6,1,0,3,0 256 | 59,1,3,150,212,1,0,157,0,1.6,1,0,3,0 257 | 71,0,2,160,302,0,0,162,0,0.4,1,2,3,0 258 | 61,1,3,150,243,1,0,137,1,1,2,0,3,0 259 | 55,1,4,132,353,0,0,132,1,1.2,2,1,7,1 260 | 64,1,3,140,335,0,0,158,0,0,1,0,3,1 261 | 43,1,4,150,247,0,0,171,0,1.5,1,0,3,0 262 | 58,0,3,120,340,0,0,172,0,0,1,0,3,0 263 | 60,1,4,130,206,0,2,132,1,2.4,2,2,7,1 264 | 58,1,2,120,284,0,2,160,0,1.8,2,0,3,1 265 | 49,1,2,130,266,0,0,171,0,0.6,1,0,3,0 266 | 48,1,2,110,229,0,0,168,0,1,3,0,7,1 267 | 52,1,3,172,199,1,0,162,0,0.5,1,0,7,0 268 | 44,1,2,120,263,0,0,173,0,0,1,0,7,0 269 | 56,0,2,140,294,0,2,153,0,1.3,2,0,3,0 270 | 57,1,4,140,192,0,0,148,0,0.4,2,0,6,0 271 | 67,1,4,160,286,0,2,108,1,1.5,2,3,3,1 272 | -------------------------------------------------------------------------------- /ipl.csv: -------------------------------------------------------------------------------- 1 | PLAYER,Mat.x,Inns.x,NO,Runs.x,HS,Avg.x,BF,SR.x,X100,X50,X4s,X6s,Mat.y,Inns.y,Ov,Runs.y,Wkts,BBI,Avg.y,Econ,SR.y,X4w,X5w,y 2 | Aaron Finch,10,9,1,134,46,16.75,100,134,0,0,6,8,0,0,0,0,0,0,0,0,0,0,0,0 3 | AB de Villiers,12,11,2,480,90,53.33,275,174.54,0,6,39,30,0,0,0,0,0,0,0,0,0,0,0,0 4 | Abhishek Sharma,3,3,2,63,46,63,33,190.9,0,0,3,5,0,0,0,0,0,0,0,0,0,0,0,0 5 | Ajinkya Rahane,15,14,1,370,65,28.46,313,118.21,0,1,39,5,0,0,0,0,0,0,0,0,0,0,0,0 6 | Alex Hales,6,6,0,148,45,24.66,118,125.42,0,0,13,6,0,0,0,0,0,0,0,0,0,0,0,0 7 | Ambati Rayudu,16,16,2,602,100,43,402,149.75,1,3,53,34,0,0,0,0,0,0,0,0,0,0,0,0 8 | Andre Russell,16,14,3,316,88,28.72,171,184.79,0,1,17,31,16,15,37.5,355,13,0,27.3,9.38,17.46,0,0,0 9 | Andrew Tye,14,8,2,32,14,5.33,38,84.21,0,0,2,1,14,14,56,448,24,0,18.66,8,14,3,0,0 10 | Axar Patel,9,8,2,80,19,13.33,69,115.94,0,0,3,4,9,8,26,218,3,0,72.66,8.38,52,0,0,0 11 | Ben Cutting,9,6,2,96,37,24,58,165.51,0,0,5,8,9,7,17,168,2,0,84,9.88,51,0,0,0 12 | Ben Stokes,13,13,1,196,45,16.33,161,121.73,0,0,13,6,13,12,37,303,8,0,37.87,8.18,27.75,0,0,0 13 | Bhuvneshwar Kumar,12,4,2,13,7,6.5,16,81.25,0,0,1,0,12,12,46.1,354,9,0,39.33,7.66,30.77,0,0,0 14 | Brendon McCullum,6,6,0,127,43,21.16,88,144.31,0,0,16,6,0,0,0,0,0,0,0,0,0,0,0,0 15 | Carlos Brathwaite,4,4,1,75,43,25,48,156.25,0,0,1,8,4,4,10.1,94,5,0,18.8,9.24,12.2,0,0,0 16 | Chris Gayle,11,11,2,368,104,40.88,252,146.03,1,3,30,27,0,0,0,0,0,0,0,0,0,0,0,0 17 | Chris Lynn,16,16,1,491,74,32.73,377,130.23,0,3,56,18,0,0,0,0,0,0,0,0,0,0,0,0 18 | Chris Morris,4,4,3,46,27,46,26,176.92,0,0,3,2,4,4,14,143,3,0,47.66,10.21,28,0,0,0 19 | Chris Woakes,5,4,2,17,11,8.5,19,89.47,0,0,1,1,5,5,18.2,190,8,0,23.75,10.36,13.75,0,0,0 20 | Colin de Grandhomme,9,8,3,131,40,26.2,84,155.95,0,0,4,10,9,7,15,129,2,0,64.5,8.6,45,0,0,0 21 | Colin Munro,5,5,0,63,33,12.6,41,153.65,0,0,7,4,0,0,0,0,0,0,0,0,0,0,0,0 22 | Corey Anderson,3,3,0,17,15,5.66,22,77.27,0,0,0,1,3,3,8.4,115,3,0,38.33,13.26,17.33,0,0,0 23 | D'Arcy Short,7,7,0,115,44,16.42,99,116.16,0,0,11,5,7,2,3,19,1,0,19,6.33,18,0,0,0 24 | Dan Christian,4,3,1,26,13,13,33,78.78,0,0,0,1,4,4,11.5,101,4,0,25.25,8.53,17.75,0,0,0 25 | David Miller,3,3,1,74,26,37,64,115.62,0,0,3,2,0,0,0,0,0,0,0,0,0,0,0,0 26 | Deepak Chahar,12,4,1,50,39,16.66,29,172.41,0,0,1,4,12,12,38.1,278,10,0,27.8,7.28,22.9,0,0,0 27 | Deepak Hooda,9,8,4,87,32,21.75,81,107.4,0,0,2,3,9,2,3,24,0,0,0,8,0,0,0,0 28 | Dinesh Karthik,16,16,6,498,52,49.8,337,147.77,0,2,49,16,0,0,0,0,0,0,0,0,0,0,0,0 29 | Dwayne Bravo,16,10,6,141,68,35.25,91,154.94,0,1,8,10,16,16,53.3,533,14,0,38.07,9.96,22.92,0,0,0 30 | Evin Lewis,13,13,0,382,65,29.38,276,138.4,0,2,32,24,0,0,0,0,0,0,0,0,0,0,0,0 31 | Faf du Plessis,6,6,1,162,67,32.4,129,125.58,0,1,17,6,0,0,0,0,0,0,0,0,0,0,0,0 32 | Gautam Gambhir,6,5,0,85,55,17,88,96.59,0,1,8,1,0,0,0,0,0,0,0,0,0,0,0,0 33 | Glenn Maxwell,12,12,0,169,47,14.08,120,140.83,0,0,14,9,12,10,16,132,5,0,26.4,8.25,19.2,0,0,0 34 | Harbhajan Singh,13,3,0,29,19,9.66,36,80.55,0,0,3,1,13,12,31.5,270,7,0,38.57,8.48,27.28,0,0,0 35 | Hardik Pandya,13,13,4,260,50,28.88,195,133.33,0,1,20,11,13,13,42.4,381,18,0,21.16,8.92,14.22,0,0,0 36 | Harshal Patel,5,2,1,60,36,60,33,181.81,0,0,1,6,5,5,17.3,167,7,0,23.85,9.54,15,0,0,0 37 | Heinrich Klaasen,4,4,1,57,32,19,47,121.27,0,0,5,1,0,0,0,0,0,0,0,0,0,0,0,0 38 | Ishan Kishan,14,12,0,275,62,22.91,184,149.45,0,2,22,17,0,0,0,0,0,0,0,0,0,0,0,0 39 | Jason Roy,5,5,1,120,91,30,94,127.65,0,1,9,7,0,0,0,0,0,0,0,0,0,0,0,0 40 | Jaydev U0dkat,15,7,3,49,26,12.25,38,128.94,0,0,6,1,15,15,50.2,486,11,0,44.18,9.65,27.45,0,0,0 41 | Jofra Archer,10,8,3,15,8,3,21,71.42,0,0,2,0,10,10,38.5,325,15,0,21.66,8.36,15.53,0,0,0 42 | Jos Buttler,13,13,3,548,95,54.8,353,155.24,0,5,52,21,0,0,0,0,0,0,0,0,0,0,0,0 43 | JP Duminy,6,4,3,36,23,36,40,90,0,0,3,1,6,2,3,36,0,0,0,12,0,0,0,0 44 | Kane Williamson ,17,17,3,735,84,52.5,516,142.44,0,8,64,28,0,0,0,0,0,0,0,0,0,0,0,0 45 | Karun 0ir,13,12,0,301,54,25.08,221,136.19,0,2,23,13,0,0,0,0,0,0,0,0,0,0,0,0 46 | Kedar Jadhav,1,1,1,24,24,0,22,109.09,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0 47 | Kieron Pollard,9,8,1,133,50,19,100,133,0,1,10,7,0,0,0,0,0,0,0,0,0,0,0,0 48 | Krish0ppa Gowtham,15,13,4,126,33,14,64,196.87,0,0,9,9,15,15,40,312,11,0,28.36,7.8,21.81,0,0,0 49 | Kru0l Pandya,14,13,3,228,41,22.8,157,145.22,0,0,22,10,14,13,40.1,284,12,0,23.66,7.07,20.08,0,0,0 50 | Lokesh Rahul,14,14,2,659,95,54.91,416,158.41,0,6,66,32,0,0,0,0,0,0,0,0,0,0,0,0 51 | Mahipal Lomror,2,2,1,20,11,20,21,95.23,0,0,1,0,2,2,3,27,0,0,0,9,0,0,0,0 52 | Ma0n Vohra,4,4,0,55,45,13.75,47,117.02,0,0,2,4,0,0,0,0,0,0,0,0,0,0,0,0 53 | Mandeep Singh,14,13,3,252,47,25.2,186,135.48,0,0,16,11,0,0,0,0,0,0,0,0,0,0,0,0 54 | Manish Pandey,15,13,2,284,62,25.81,246,115.44,0,3,22,5,0,0,0,0,0,0,0,0,0,0,0,0 55 | Manoj Tiwary,5,4,1,47,35,15.66,44,106.81,0,0,4,1,5,1,1,10,0,0,0,10,0,0,0,0 56 | Marcus Stoinis,7,7,3,99,29,24.75,76,130.26,0,0,6,4,7,6,11,120,3,0,40,10.9,22,0,0,0 57 | Mayank Agarwal,11,11,1,120,30,12,94,127.65,0,0,9,5,0,0,0,0,0,0,0,0,0,0,0,0 58 | Mayank Markande,14,6,4,21,7,10.5,24,87.5,0,0,2,0,14,14,44,368,15,0,24.53,8.36,17.6,1,0,0 59 | Mitchell Johnson,6,2,2,16,12,0,11,145.45,0,0,2,0,6,6,21,216,2,0,108,10.28,63,0,0,0 60 | Moeen Ali,5,4,0,77,65,19.25,46,167.39,0,1,4,6,5,5,13.1,97,3,0,32.33,7.36,26.33,0,0,0 61 | Mohammad 0bi,2,2,0,18,14,9,12,150,0,0,3,0,2,2,5,47,1,0,47,9.4,30,0,0,0 62 | Mohammed Siraj,11,4,2,25,14,12.5,22,113.63,0,0,2,1,11,11,41,367,11,0,33.36,8.95,22.36,0,0,0 63 | MS Dhoni,16,15,9,455,79,75.83,302,150.66,0,3,24,30,0,0,0,0,0,0,0,0,0,0,0,0 64 | Nitish Ra0,15,15,2,304,59,23.38,232,131.03,0,1,26,14,15,5,6.1,44,4,0,11,7.13,9.25,0,0,0 65 | Parthiv Patel,6,6,1,153,53,30.6,109,140.36,0,1,20,4,0,0,0,0,0,0,0,0,0,0,0,0 66 | Piyush Chawla,15,7,3,27,12,6.75,34,79.41,0,0,1,1,15,15,49,412,14,0,29.42,8.4,21,0,0,0 67 | Prithvi Shaw,9,9,0,245,65,27.22,160,153.12,0,2,27,10,0,0,0,0,0,0,0,0,0,0,0,0 68 | Quinton de Kock,8,8,0,201,53,25.12,162,124.07,0,1,20,8,0,0,0,0,0,0,0,0,0,0,0,0 69 | Rahul Tewatia,8,5,2,50,24,16.66,43,116.27,0,0,5,1,8,8,22,173,6,0,28.83,7.86,22,0,0,0 70 | Rahul Tripathi,12,12,3,226,80,25.11,167,135.32,0,1,18,8,0,0,0,0,0,0,0,0,0,0,0,0 71 | Rashid Khan,17,7,2,59,34,11.8,31,190.32,0,0,3,6,17,17,68,458,21,0,21.8,6.73,19.42,0,0,0 72 | Ravichandran Ashwin,14,9,1,102,45,12.75,71,143.66,0,0,7,5,14,14,50.4,410,10,0,41,8.09,30.4,0,0,0 73 | Ravindra Jadeja,16,10,5,89,27,17.8,74,120.27,0,0,3,4,16,14,41,303,11,0,27.54,7.39,22.36,0,0,0 74 | Rinku Singh,4,4,0,29,16,7.25,31,93.54,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0 75 | Rishabh Pant,14,14,1,684,128,52.61,394,173.6,1,5,68,37,0,0,0,0,0,0,0,0,0,0,0,0 76 | Robin Uthappa,16,16,0,351,54,21.93,265,132.45,0,1,30,21,0,0,0,0,0,0,0,0,0,0,0,0 77 | Rohit Sharma,14,14,2,286,94,23.83,215,133.02,0,2,25,12,0,0,0,0,0,0,0,0,0,0,0,0 78 | Sam Billings,10,8,0,108,56,13.5,78,138.46,0,1,8,5,0,0,0,0,0,0,0,0,0,0,0,0 79 | Sanju Samson,15,15,1,441,92,31.5,320,137.81,0,3,30,19,0,0,0,0,0,0,0,0,0,0,0,0 80 | Sarfaraz Khan,7,6,1,51,22,10.2,41,124.39,0,0,7,1,0,0,0,0,0,0,0,0,0,0,0,0 81 | Shakib Al Hasan,17,13,2,239,35,21.72,197,121.31,0,0,26,5,17,17,57,456,14,0,32.57,8,24.42,0,0,0 82 | Shane Watson,15,15,1,555,117,39.64,359,154.59,2,2,44,35,15,11,28,251,6,0,41.83,8.96,28,0,0,0 83 | Shardul Thakur,13,1,1,15,15,0,5,300,0,0,3,0,13,13,46.4,431,16,0,26.93,9.23,17.5,0,0,0 84 | Shikhar Dhawan,16,16,3,497,92,38.23,363,136.91,0,4,59,14,0,0,0,0,0,0,0,0,0,0,0,0 85 | Shivam Mavi,9,4,1,13,7,4.33,15,86.66,0,0,1,0,9,9,28,270,5,0,54,9.64,33.6,0,0,0 86 | Shreevats Goswami,6,3,0,52,35,17.33,40,130,0,0,6,1,0,0,0,0,0,0,0,0,0,0,0,0 87 | Shreyas Gopal,11,4,1,50,24,16.66,45,111.11,0,0,5,0,11,10,31,236,11,0,21.45,7.61,16.9,1,0,0 88 | Shreyas Iyer,14,14,3,411,93,37.36,310,132.58,0,4,29,21,0,0,0,0,0,0,0,0,0,0,0,0 89 | Shubman Gill,13,11,5,203,57,33.83,139,146.04,0,1,22,5,0,0,0,0,0,0,0,0,0,0,0,0 90 | Stuart Binny,7,5,0,44,22,8.8,39,112.82,0,0,2,2,7,1,2,33,0,0,0,16.5,0,0,0,0 91 | Sunil 0rine,16,16,0,357,75,22.31,188,189.89,0,2,40,23,16,16,61,467,17,0,27.47,7.65,21.52,0,0,0 92 | Suresh Rai0,15,15,3,445,75,37.08,336,132.44,0,4,46,12,0,0,0,0,0,0,0,0,0,0,0,0 93 | Suryakumar Yadav,14,14,0,512,72,36.57,384,133.33,0,4,61,16,0,0,0,0,0,0,0,0,0,0,0,0 94 | Tim Southee,8,4,2,52,36,26,46,113.04,0,0,5,1,8,8,29,261,5,0,52.2,9,34.8,0,0,0 95 | Tom Curran,5,4,1,23,18,7.66,28,82.14,0,0,3,0,5,5,10.1,118,6,0,19.66,11.6,10.16,0,0,0 96 | Vijay Shankar,13,11,7,212,54,53,148,143.24,0,1,11,11,13,4,5,58,1,0,58,11.6,30,0,0,0 97 | Virat Kohli,14,14,3,530,92,48.18,381,139.1,0,4,52,18,0,0,0,0,0,0,0,0,0,0,0,0 98 | Washington Sundar,7,6,3,65,35,21.66,38,171.05,0,0,5,4,7,7,20,192,4,0,48,9.6,30,0,0,0 99 | Wriddhiman Saha,11,10,2,122,35,15.25,102,119.6,0,0,17,1,0,0,0,0,0,0,0,0,0,0,0,0 100 | Yusuf Pathan,15,13,4,260,45,28.88,200,130,0,0,22,11,15,1,2,14,1,0,14,7,12,0,0,0 101 | Yuvraj Singh,8,6,0,65,20,10.83,73,89.04,0,0,6,2,8,2,2,23,0,0,0,11.5,0,0,0,0 102 | Akila Da0njaya,0,0,0,0,0,0,0,0,0,0,0,0,1,1,4,47,0,0,0,11.75,0,0,0,0 103 | Amit Mishra,0,0,0,0,0,0,0,0,0,0,0,0,10,10,37,264,12,0,22,7.13,18.5,0,0,0 104 | Ankit Rajpoot,0,0,0,0,0,0,0,0,0,0,0,0,8,8,26.1,223,11,0,20.27,8.52,14.27,0,1,0 105 | Ankit Sharma,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,11,0,0,0,11,0,0,0,0 106 | Anureet Singh,0,0,0,0,0,0,0,0,0,0,0,0,3,3,4,42,1,0,42,10.5,24,0,0,0 107 | Avesh Khan,0,0,0,0,0,0,0,0,0,0,0,0,6,6,19,204,4,0,51,10.73,28.5,0,0,0 108 | Barinder Sran,0,0,0,0,0,0,0,0,0,0,0,0,6,6,22,229,4,0,57.25,10.4,33,0,0,0 109 | Basil Thampi,0,0,0,0,0,0,0,0,0,0,0,0,4,4,10.1,114,5,0,22.8,11.21,12.2,0,0,0 110 | Ben Laughlin,0,0,0,0,0,0,0,0,0,0,0,0,7,7,21,211,9,0,23.44,10.04,14,0,0,0 111 | Billy Stanlake,0,0,0,0,0,0,0,0,0,0,0,0,4,4,16,130,5,0,26,8.12,19.2,0,0,0 112 | Chris Jordan,0,0,0,0,0,0,0,0,0,0,0,0,1,1,4,31,0,0,0,7.75,0,0,0,0 113 | David Willey,0,0,0,0,0,0,0,0,0,0,0,0,3,3,10,95,2,0,47.5,9.5,30,0,0,0 114 | Dhawal Kulkarni,0,0,0,0,0,0,0,0,0,0,0,0,8,8,19.5,188,4,0,47,9.47,29.75,0,0,0 115 | Imran Tahir,0,0,0,0,0,0,0,0,0,0,0,0,6,6,20.4,188,6,0,31.33,9.09,20.66,0,0,0 116 | Ish Sodhi,0,0,0,0,0,0,0,0,0,0,0,0,6,6,23,135,5,0,27,5.86,27.6,0,0,0 117 | Jasprit Bumrah,0,0,0,0,0,0,0,0,0,0,0,0,14,14,54,372,17,0,21.88,6.88,19.05,0,0,0 118 | Javon Searles,0,0,0,0,0,0,0,0,0,0,0,0,4,3,7,89,2,0,44.5,12.71,21,0,0,0 119 | Junior Dala,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,34,0,0,0,11.33,0,0,0,0 120 | Karn Sharma,0,0,0,0,0,0,0,0,0,0,0,0,6,5,9.3,89,4,0,22.25,9.36,14.25,0,0,0 121 | Khaleel Ahmed,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,38,0,0,0,12.66,0,0,0,0 122 | KM Asif,0,0,0,0,0,0,0,0,0,0,0,0,2,2,6,75,3,0,25,12.5,12,0,0,0 123 | Kuldeep Yadav,0,0,0,0,0,0,0,0,0,0,0,0,16,16,51.2,418,17,0,24.58,8.14,18.11,1,0,0 124 | Kulwant Khejroliya,0,0,0,0,0,0,0,0,0,0,0,0,3,3,10.5,107,2,0,53.5,9.87,32.5,0,0,0 125 | Liam Plunkett,0,0,0,0,0,0,0,0,0,0,0,0,7,7,25,225,4,0,56.25,9,37.5,0,0,0 126 | Lungi Ngidi,0,0,0,0,0,0,0,0,0,0,0,0,7,7,26,156,11,0,14.18,6,14.18,1,0,0 127 | Mark Wood,0,0,0,0,0,0,0,0,0,0,0,0,1,1,4,49,0,0,0,12.25,0,0,0,0 128 | Mitchell McCle0ghan,0,0,0,0,0,0,0,0,0,0,0,0,11,11,40,332,14,0,23.71,8.3,17.14,0,0,0 129 | Mohammed Shami,0,0,0,0,0,0,0,0,0,0,0,0,4,4,13.5,144,3,0,48,10.4,27.66,0,0,0 130 | Mohit Sharma,0,0,0,0,0,0,0,0,0,0,0,0,9,9,29.4,322,7,0,46,10.85,25.42,0,0,0 131 | Mujeeb Ur Rahman,0,0,0,0,0,0,0,0,0,0,0,0,11,11,41.2,289,14,0,20.64,6.99,17.71,0,0,0 132 | Murugan Ashwin,0,0,0,0,0,0,0,0,0,0,0,0,2,2,7,53,3,0,17.66,7.57,14,0,0,0 133 | Mustafizur Rahman,0,0,0,0,0,0,0,0,0,0,0,0,7,7,27.3,230,7,0,32.85,8.36,23.57,0,0,0 134 | Pawan Negi,0,0,0,0,0,0,0,0,0,0,0,0,2,2,4,49,1,0,49,12.25,24,0,0,0 135 | Pradeep Sangwan,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,19,0,0,0,9.5,0,0,0,0 136 | Prasidh Krish0,0,0,0,0,0,0,0,0,0,0,0,0,7,7,28,260,10,0,26,9.28,16.8,1,0,0 137 | Sandeep Lamichhane,0,0,0,0,0,0,0,0,0,0,0,0,3,3,12,82,5,0,16.4,6.83,14.4,0,0,0 138 | Sandeep Sharma,0,0,0,0,0,0,0,0,0,0,0,0,12,12,44,333,12,0,27.75,7.56,22,0,0,0 139 | Shahbaz 0deem,0,0,0,0,0,0,0,0,0,0,0,0,6,6,15,161,3,0,53.66,10.73,30,0,0,0 140 | Siddarth Kaul,0,0,0,0,0,0,0,0,0,0,0,0,17,17,66,547,21,0,26.04,8.28,18.85,0,0,0 141 | Trent Boult,0,0,0,0,0,0,0,0,0,0,0,0,14,14,52.4,466,18,0,25.88,8.84,17.55,0,0,0 142 | Umesh Yadav,0,0,0,0,0,0,0,0,0,0,0,0,14,14,53.1,418,20,0,20.9,7.86,15.95,0,0,0 143 | Vi0y Kumar,0,0,0,0,0,0,0,0,0,0,0,0,2,2,3.5,65,2,0,32.5,16.95,11.5,0,0,0 144 | Yuzvendra Chahal,0,0,0,0,0,0,0,0,0,0,0,0,14,14,50,363,12,0,30.25,7.26,25,0,0,0 145 | -------------------------------------------------------------------------------- /employee_performance.csv: -------------------------------------------------------------------------------- 1 | Agent_ID,Friday,Monday,Saturday,Sunday,Thursday,Tuesday,Wednesday,Site,Function_Field,tenure,Total number of calls,Assistance,Recommend,CSat,total coaching,total coaching improved,Actual Value,FCR Week before 2 | 384091,100,90,90,96.14583333,100,96.875,100,Kuala Lumpur,Agent,33,163,95.0617284,94.23076923,4.865030675,0,0,85.71,97.14 3 | 369185,94,100,96.86552808,96.86552808,96.1038961,95.89041096,98.33333333,Kuala Lumpur,Agent,33,306,95.08196721,94.66666667,4.830065359,0,0,100,88.64 4 | 360854,94.44444444,80,92.93602694,92.93602694,100,93.93939394,96.2962963,Kuala Lumpur,Agent,32,138,94.16058394,94.73684211,4.81884058,2,1,80,92.31 5 | 374407,100,95,96.63043478,96.63043478,92.5,95.65217391,100,Kuala Lumpur,Agent,32,148,98.64864865,95.83333333,4.844594595,0,0,94.44,100 6 | 372496,96.875,95.83333333,94.27810078,94.27810078,83.33333333,95.34883721,100,Kuala Lumpur,Agent,29,142,97.18309859,98.55072464,4.85915493,0,0,100,90.91 7 | 375859,95.55555556,97.36842105,93.93939394,97.2972973,96.43997671,98.03921569,96.43997671,Kuala Lumpur,Agent,29,204,96.0199005,93.84615385,4.81372549,0,0,100,96.88 8 | 382193,96.15384615,93.33333333,94.44444444,100,98.30508475,94.44444444,96.2962963,Kuala Lumpur,Agent,27,274,94.7761194,96.16858238,4.784671533,2,2,93.33,96.43 9 | 377678,100,100,92.85714286,96.08411741,92.30769231,94.11764706,97.22222222,Kuala Lumpur,Agent,26,185,95.5801105,95.50561798,4.72972973,1,0,100,100 10 | 385472,93.5483871,92.85714286,94.5726486,94.5726486,93.10344828,95.91836735,97.43589744,Kuala Lumpur,Agent,25,303,94.68438538,92.4137931,4.732673267,1,1,94.12,100 11 | 363838,93.93939394,94.44444444,95.67676768,95.67676768,100,90,100,Kuala Lumpur,Agent,25,135,99.12280702,97.2972973,4.784482759,0,0,100,93.75 12 | 384994,92.30769231,83.33333333,97.87234043,93.99204616,97.36842105,96.2962963,96.77419355,Kuala Lumpur,Agent,24,228,97.80701754,95.04504505,4.850877193,1,0,100,87.5 13 | 369496,100,0,100,94.11764706,95.65217391,80,95.65217391,Kuala Lumpur,Agent,21,111,96.36363636,94.39252336,4.657657658,3,2,100,100 14 | 365416,89.70588235,94.28571429,93.85189076,93.85189076,90.625,100,94.64285714,Kuala Lumpur,Agent,21,314,94.85530547,96.03960396,4.808917197,4,2,89.19,92.31 15 | 378217,100,92.30769231,100,100,97.66153846,96,97.66153846,Kuala Lumpur,Agent,21,120,95.79831933,95.68965517,4.783333333,0,0,100,97.37 16 | 363582,95,100,100,100,95.83333333,100,95.65217391,Kuala Lumpur,Agent,21,102,93.1372549,95.95959596,4.696078431,0,0,92.86,100 17 | 384261,100,95.83333333,97.1397272,97.1397272,94,97.82608696,98.03921569,Kuala Lumpur,Agent,20,237,93.67088608,96.98275862,4.725738397,2,2,96.3,96.15 18 | 387748,100,100,93.59354414,90.90909091,75,95.65217391,100,Kuala Lumpur,Agent,20,92,94.50549451,98.7804878,4.826086957,1,0,100,94.12 19 | 383094,100,93.5483871,96.99539171,96.99539171,96.42857143,100,95,Kuala Lumpur,Agent,20,224,96.41255605,97.68518519,4.754464286,2,2,100,100 20 | 381695,96.8,100,96.8,100,100,96,88,Kuala Lumpur,Agent,20,116,97.32142857,98.11320755,4.74137931,4,4,100,100 21 | 388431,97.61904762,95.65217391,94.11764706,100,100,96.66666667,96.42857143,Kuala Lumpur,Agent,19,220,96.34703196,97.11538462,4.931818182,1,0,100,96.43 22 | 377665,100,87.5,93.5483871,94.44312945,96,93.18181818,96.42857143,Kuala Lumpur,Agent,17,161,95.625,95.56962025,4.826086957,1,1,92.86,88.89 23 | 370173,97.87234043,94.43567246,97.14285714,86.66666667,95.34883721,100,89.58333333,Kuala Lumpur,Agent,17,216,97.19626168,97.6076555,4.861111111,1,0,75,96.3 24 | 373992,100,94.44444444,90,94.44444444,100,95,100,Kuala Lumpur,Agent,17,98,95.78947368,97.82608696,4.744897959,1,1,78.57,96.55 25 | 374455,96.5954127,94.11764706,96.5954127,92.30769231,100,100,96.55172414,Kuala Lumpur,Agent,17,98,94.89795918,100,4.775510204,0,0,88.24,100 26 | 359251,100,96.0952381,90,96.0952381,90.47619048,100,100,Kuala Lumpur,Agent,17,92,95.65217391,94.38202247,4.826086957,1,0,80,96 27 | 385925,94.87179487,100,97.06959707,97.06959707,90.47619048,100,100,Kuala Lumpur,Agent,17,180,96.08938547,95.42857143,4.905555556,4,1,100,100 28 | 366897,94.73684211,100,100,97.45614035,100,95,95,Kuala Lumpur,Agent,17,101,93,97.93814433,4.940594059,0,0,100,100 29 | 366394,100,98.27586207,98.33040019,96.96969697,100,100,94.73684211,Kuala Lumpur,Agent,17,282,97.5088968,98.16176471,4.921985816,1,0,95,100 30 | 368079,100,100,100,98.25533662,93.10344828,100,96.42857143,Kuala Lumpur,Agent,17,111,94.54545455,94.33962264,4.918918919,0,0,90,100 31 | 366368,100,100,96.90185676,93.10344828,100,92.30769231,96,Kuala Lumpur,Agent,17,135,93.89312977,99.2248062,4.837037037,1,0,95.24,95.24 32 | 367112,96,91.30434783,94.01501035,100,100,89.28571429,87.5,Kuala Lumpur,Agent,17,132,94.53125,97.56097561,4.818181818,0,0,100,100 33 | 353147,100,100,98.17751552,100,96.55172414,97.05882353,95.45454545,Kuala Lumpur,Agent,17,218,95.81395349,97.59615385,4.862385321,0,0,95.24,100 34 | 357454,100,100,100,97.60458839,89.47368421,96.15384615,100,Kuala Lumpur,Agent,16,93,95.50561798,93.10344828,4.903225806,0,0,100,96.88 35 | 362681,90,100,96.68261563,97.36842105,100,97.72727273,95,Kuala Lumpur,Agent,16,214,95.75471698,98.0861244,4.91588785,1,0,95.65,100 36 | 371840,86.20689655,87.09677419,90.1266619,90.1266619,93.75,90.47619048,93.10344828,Kuala Lumpur,Agent,16,142,95.74468085,92.64705882,4.788732394,5,3,83.33,89.47 37 | 378089,94.73684211,87.5,95.5778032,95.5778032,100,95.65217391,100,Kuala Lumpur,Agent,16,72,95.83333333,98.52941176,4.611111111,1,1,100,100 38 | 365613,95.13138049,94.73684211,95.13138049,91.17647059,89.74358974,100,100,Kuala Lumpur,Agent,16,125,95.12195122,98.30508475,4.768,2,1,100,83.33 39 | 371722,91.06121948,84.21052632,91.06121948,95.45454545,92.30769231,83.33333333,100,Kuala Lumpur,Agent,16,73,97.18309859,92.85714286,4.931506849,1,1,100,80 40 | 384701,96.92395983,97.05882353,96.92395983,97.56097561,100,90,100,Kuala Lumpur,Agent,16,139,99.27536232,94.7761194,4.784172662,0,0,100,94.44 41 | 375680,95.55555556,94,93.09825792,80,97.2972973,97.61904762,94.11764706,Kuala Lumpur,Agent,16,235,93.96551724,96.42857143,4.834042553,1,0,95,94.74 42 | 387754,100,90,100,95.42929293,91.66666667,90.90909091,100,Kuala Lumpur,Agent,16,63,95.16129032,95.16129032,4.984126984,0,0,100,100 43 | 367096,100,97.14285714,97.21601104,97.21601104,91.11111111,97.82608696,100,Kuala Lumpur,Agent,16,184,97.23756906,95.48022599,4.788043478,2,1,100,100 44 | 373748,96.66666667,100,96.98039216,96.98039216,88.23529412,100,100,Kuala Lumpur,Agent,16,80,95,97.4025974,4.7625,2,1,94.12,94.12 45 | 380223,90.90909091,95.12195122,95.67334865,97.05882353,100,96.07843137,94.87179487,Kuala Lumpur,Agent,16,221,97.26027397,95.28301887,4.841628959,6,2,96.3,100 46 | 373874,100,93.75,100,86.66666667,95.23809524,95.65217391,100,Kuala Lumpur,Agent,16,119,96.61016949,95.65217391,4.840336134,0,0,100,92.86 47 | 355564,98.11320755,97.72727273,100,97.91358169,98.21428571,96.55172414,96.875,Kuala Lumpur,Agent,16,218,98.60465116,97.6076555,4.917431193,0,0,100,100 48 | 353849,100,94,95.11050986,92.5,90.90909091,96.82539683,96.42857143,Kuala Lumpur,Agent,15,248,95.12195122,94.04255319,4.782258065,2,0,97.3,97.3 49 | 376661,93.87755102,92.85714286,94.74189676,94.74189676,92.85714286,94.11764706,100,Kuala Lumpur,Agent,15,139,94.89051095,97.76119403,4.618705036,1,1,100,100 50 | 353039,96.92307692,100,96.49620075,96.49620075,96,96.875,92.68292683,Kuala Lumpur,Agent,15,224,96.42857143,96.34703196,4.857142857,1,0,100,90.32 51 | 357970,100,100,92.85714286,100,95.65217391,93.33333333,95,Kuala Lumpur,Agent,15,128,94.53125,94.4,4.8359375,1,1,100,96.67 52 | 375039,100,100,100,98.41269841,90.47619048,100,100,Kuala Lumpur,Agent,15,130,96.15384615,96,4.907692308,0,0,100,100 53 | 368041,91.30434783,91.66666667,93.34744965,93.34744965,100,92.85714286,90.90909091,Kuala Lumpur,Agent,15,131,93.89312977,93.5483871,4.732824427,2,1,96,92.31 54 | 376070,90.76923077,91.35802469,92.61047083,92.85714286,95.0617284,95.29411765,90.32258065,Kuala Lumpur,Agent,14,388,95.36082474,94.9197861,4.731958763,8,4,91.89,85.42 55 | 371286,100,100,93.75,100,100,92.30769231,100,Kuala Lumpur,Agent,14,80,97.5,94.80519481,4.7875,0,0,92.59,91.67 56 | 387142,77.77777778,90,92.17145787,93.10344828,97.18309859,96.55172414,98.41269841,Kuala Lumpur,Agent,14,309,97.06840391,95.15570934,4.809061489,3,2,91.43,97.62 57 | 383803,97.91666667,100,96.1893003,96.1893003,92.68292683,92.30769231,98.03921569,Kuala Lumpur,Agent,14,227,96.91629956,96.86098655,4.876651982,4,1,89.47,100 58 | 356718,88.46153846,96.15384615,92.51526252,80,100,90.47619048,100,Kuala Lumpur,Agent,14,164,95.09202454,96.79487179,4.865853659,3,2,100,100 59 | 356813,100,83.33333333,100,97.22222222,100,100,100,Kuala Lumpur,Agent,12,52,100,96,4.884615385,0,0,85.71,100 60 | 364165,100,93.93939394,95.34186292,96.15384615,94.11764706,94.73684211,93.10344828,Kuala Lumpur,Agent,12,150,99.33333333,96.59863946,4.8,2,2,94.12,92.86 61 | 362641,100,100,92.59259259,100,95.46430488,91.30434783,88.88888889,Kuala Lumpur,Agent,12,117,97.43589744,95.68965517,4.854700855,0,0,100,96 62 | 385080,92.84848485,90.90909091,92.84848485,90,83.33333333,100,100,Kuala Lumpur,Agent,12,74,94.52054795,94.02985075,4.810810811,2,1,100,100 63 | 388627,95.45454545,100,100,98.00785634,100,92.59259259,100,Kuala Lumpur,Agent,11,131,97.69230769,95.3125,4.839694656,1,0,94.44,96.15 64 | 358739,92.85714286,92.30769231,85.71428571,93.91303141,94.87179487,100,97.72727273,Kuala Lumpur,Agent,11,174,94.67455621,95.09202454,4.810344828,0,0,100,91.89 65 | 377533,100,93.5483871,95.28154059,95.34883721,91.83673469,95.83333333,95.12195122,Kuala Lumpur,Agent,10,224,95.98214286,96.24413146,4.834821429,3,2,97.56,100 66 | 385994,91.66666667,94.11764706,96.72055347,97.87234043,100,96.66666667,100,Kuala Lumpur,Agent,10,217,97.6635514,95.6097561,4.875576037,0,0,95.45,89.66 67 | 362003,97.80058651,93.5483871,97.80058651,100,100,95.45454545,100,Kuala Lumpur,Agent,10,131,96.15384615,96.12403101,4.885496183,1,1,100,96.43 68 | 360406,96,100,97.98529981,97.98529981,100,98.18181818,95.74468085,Kuala Lumpur,Agent,10,229,99.12663755,97.74774775,4.864628821,2,1,100,90.91 69 | 377791,98.18181818,100,95.65217391,97.96223101,100,93.93939394,100,Kuala Lumpur,Agent,10,233,96.1038961,97.30941704,4.896995708,4,2,95.83,97.44 70 | 355608,97.33333333,100,98.03921569,97.61601224,96.36363636,95.52238806,98.4375,Kuala Lumpur,Agent,10,322,96.57320872,97.10610932,4.875776398,1,1,96.15,95.83 71 | 373435,96.875,93.33333333,95.61288106,95.61288106,96.55172414,100,91.30434783,Kuala Lumpur,Agent,10,122,100,96.63865546,4.795081967,1,0,100,100 72 | 355175,95.23809524,100,95.83333333,96.92460317,100,95.23809524,95.23809524,Kuala Lumpur,Agent,9,193,95.28795812,97.88359788,4.808290155,1,1,100,100 73 | 383173,100,100,100,100,100,100,100,Kuala Lumpur,Agent,9,64,96.82539683,96.61016949,4.703125,0,0,100,100 74 | 358226,81.25,100,100,93.2630289,94.11764706,84.21052632,100,Kuala Lumpur,Agent,9,87,89.65517241,90.58823529,4.413793103,1,1,85.71,94.44 75 | 361809,96.96969697,88.88888889,90.625,92.12760619,84.61538462,97.22222222,94.44444444,Kuala Lumpur,Agent,9,167,92.12121212,94.83870968,4.826347305,1,0,100,89.66 76 | 388269,93.18181818,93.5483871,95.45253227,95.45253227,95.12195122,97.2972973,98.11320755,Kuala Lumpur,Agent,8,206,98.53658537,95.43147208,4.883495146,3,3,100,89.66 77 | 359652,87.5,100,100,91.8482906,76.92307692,86.66666667,100,Kuala Lumpur,Agent,8,80,93.67088608,92,4.6125,1,1,100,94.74 78 | 384442,93.75,100,95.98345822,97.56097561,94.87179487,91.89189189,97.82608696,Kuala Lumpur,Agent,8,200,96.96969697,94.89795918,4.715,4,3,96.15,100 79 | 353804,91.42857143,94.73684211,95.94276013,95.94276013,93.5483871,100,100,Kuala Lumpur,Agent,8,139,96.32352941,98.4496124,4.820143885,7,4,100,94.12 80 | 383455,100,97.22222222,96.99401612,91.17647059,97.6744186,97.77777778,98.11320755,Kuala Lumpur,Agent,8,220,95.41284404,97.19626168,4.727272727,3,1,83.33,100 81 | 356533,95.70421826,93.02325581,95.70421826,94.28571429,96.66666667,94.54545455,100,Kuala Lumpur,Agent,7,245,94.19087137,97.81659389,4.87755102,1,1,96.88,97.62 82 | 380856,98.46153846,98.52941176,97.57035122,97.57035122,98.71794872,97.14285714,95,Kuala Lumpur,Agent,7,361,96.64804469,96.59090909,4.858725762,3,2,97.22,98.46 83 | 362423,95.23809524,88.88888889,100,85.71428571,95,81.25,100,Kuala Lumpur,Agent,7,101,95,95.83333333,4.603960396,0,0,100,100 84 | 366903,100,92.30769231,96.59156904,93.18181818,98,98.5915493,97.46835443,Kuala Lumpur,Agent,7,315,97.74919614,95.75163399,4.774603175,1,0,95.35,100 85 | 386170,96.55172414,90,96.2962963,95.53527613,94,100,96.36363636,Kuala Lumpur,Agent,7,253,98.00796813,95.81589958,4.885375494,1,1,92.86,96.88 86 | 375998,91.83673469,94.44444444,94.99628477,100,100,90.47619048,93.22033898,Kuala Lumpur,Agent,7,260,96.49805447,94.35483871,4.784615385,0,0,100,100 87 | 363513,96.04166667,94.44444444,96.04166667,96.875,100,88.88888889,100,Kuala Lumpur,Agent,7,75,92,94.59459459,4.733333333,3,0,100,96.55 88 | 360836,92.71927223,94.87179487,92.71927223,93.47826087,82.14285714,100,93.10344828,Kuala Lumpur,Agent,7,180,92.77777778,93.49112426,4.7,4,3,92.86,82.35 89 | 367797,94.70964144,96.55172414,94.70964144,95.55555556,96.15384615,93.18181818,92.10526316,Kuala Lumpur,Agent,7,182,94.44444444,95.45454545,4.741758242,3,3,100,94.44 90 | 354654,96.158553,98,96.158553,92.68292683,96.55172414,98.24561404,95.3125,Kuala Lumpur,Agent,7,241,96.20253165,94.7826087,4.717842324,2,0,97.37,92.31 91 | 382952,92,100,100,94.55555556,92,100,83.33333333,Kuala Lumpur,Agent,7,109,93.57798165,95.37037037,4.669724771,2,1,92.86,96.55 92 | 386352,93.75,95.3125,95.83349413,95.83349413,95.12195122,98.7804878,96.20253165,Kuala Lumpur,Agent,7,371,96.99453552,94.98607242,4.921832884,1,0,100,94.44 93 | 378385,88,92,93.40890688,93.40890688,92.30769231,94.73684211,100,Kuala Lumpur,Agent,7,120,94.11764706,91.45299145,4.766666667,0,0,100,95.24 94 | 358926,96.15384615,97.75207249,95.23809524,97.75207249,100,97.36842105,100,Kuala Lumpur,Agent,7,123,96.74796748,93.38842975,4.780487805,2,1,100,100 95 | 367762,94.44444444,97.05882353,95.65217391,89.65517241,90.90909091,100,100,Kuala Lumpur,Agent,7,141,94.89051095,95.38461538,4.865248227,0,0,100,96.3 96 | 375329,94.11764706,91.66666667,83.33333333,90.62013694,100,85.71428571,88.88888889,Kuala Lumpur,Agent,6,78,93.58974359,94.66666667,4.769230769,3,2,100,87.5 97 | 374458,95,91.30124521,100,91.30124521,77.77777778,90.625,93.10344828,Kuala Lumpur,Agent,6,114,94.69026549,95.45454545,4.640350877,1,1,100,93.75 98 | 354857,100,100,100,100,100,84,100,Kuala Lumpur,Agent,6,155,95.48387097,94.66666667,4.870967742,1,1,100,97.83 99 | 363616,98.14814815,96.15384615,97.51652534,97.51652534,97.82608696,95.45454545,100,Kuala Lumpur,Agent,6,240,95.81589958,93.91304348,4.883333333,1,1,100,95.24 100 | 382506,92.45283019,93.25309054,95.45454545,97.56097561,91.66666667,93.25309054,89.13043478,Kuala Lumpur,Agent,6,244,93.00411523,92.01680672,4.852459016,4,3,100,93.1 101 | 354474,95.65217391,97.05882353,94.31773884,98.30508475,89.47368421,91.66666667,93.75,Kuala Lumpur,Agent,6,250,95.951417,94.62809917,4.792,0,0,90,89.19 102 | 357637,87.22943723,86.66666667,87.22943723,92.85714286,90.90909091,80,85.71428571,Santiago,Agent,6,52,98,91.83673469,4.961538462,4,3,93.33,85.71 103 | 374085,85.29411765,84.74400871,80.55555556,84.74400871,81.48148148,88.88888889,87.5,Santiago,Agent,3,268,96.15384615,87.16216216,4.833333333,9,2,83.33,85.71 -------------------------------------------------------------------------------- /blood.csv: -------------------------------------------------------------------------------- 1 | Recency,Frequency,Monetary,Time,Class 2 | 2,50,12500,98,1 3 | 0,13,3250,28,1 4 | 1,16,4000,35,1 5 | 2,20,5000,45,1 6 | 1,24,6000,77,0 7 | 4,4,1000,4,0 8 | 2,7,1750,14,1 9 | 1,12,3000,35,0 10 | 2,9,2250,22,1 11 | 5,46,11500,98,1 12 | 4,23,5750,58,0 13 | 0,3,750,4,0 14 | 2,10,2500,28,1 15 | 1,13,3250,47,0 16 | 2,6,1500,15,1 17 | 2,5,1250,11,1 18 | 2,14,3500,48,1 19 | 2,15,3750,49,1 20 | 2,6,1500,15,1 21 | 2,3,750,4,1 22 | 2,3,750,4,1 23 | 4,11,2750,28,0 24 | 2,6,1500,16,1 25 | 2,6,1500,16,1 26 | 9,9,2250,16,0 27 | 4,14,3500,40,0 28 | 4,6,1500,14,0 29 | 4,12,3000,34,1 30 | 4,5,1250,11,1 31 | 4,8,2000,21,0 32 | 1,14,3500,58,0 33 | 4,10,2500,28,1 34 | 4,10,2500,28,1 35 | 4,9,2250,26,1 36 | 2,16,4000,64,0 37 | 2,8,2000,28,1 38 | 2,12,3000,47,1 39 | 4,6,1500,16,1 40 | 2,14,3500,57,1 41 | 4,7,1750,22,1 42 | 2,13,3250,53,1 43 | 2,5,1250,16,0 44 | 2,5,1250,16,1 45 | 2,5,1250,16,0 46 | 4,20,5000,69,1 47 | 4,9,2250,28,1 48 | 2,9,2250,36,0 49 | 2,2,500,2,0 50 | 2,2,500,2,0 51 | 2,2,500,2,0 52 | 2,11,2750,46,0 53 | 2,11,2750,46,1 54 | 2,6,1500,22,0 55 | 2,12,3000,52,0 56 | 4,5,1250,14,1 57 | 4,19,4750,69,1 58 | 4,8,2000,26,1 59 | 2,7,1750,28,1 60 | 2,16,4000,81,0 61 | 3,6,1500,21,0 62 | 2,7,1750,29,0 63 | 2,8,2000,35,1 64 | 2,10,2500,49,0 65 | 4,5,1250,16,1 66 | 2,3,750,9,1 67 | 3,16,4000,74,0 68 | 2,4,1000,14,1 69 | 0,2,500,4,0 70 | 4,7,1750,25,0 71 | 1,9,2250,51,0 72 | 2,4,1000,16,0 73 | 2,4,1000,16,0 74 | 4,17,4250,71,1 75 | 2,2,500,4,0 76 | 2,2,500,4,1 77 | 2,2,500,4,1 78 | 2,4,1000,16,1 79 | 2,2,500,4,0 80 | 2,2,500,4,0 81 | 2,2,500,4,0 82 | 4,6,1500,23,1 83 | 2,4,1000,16,0 84 | 2,4,1000,16,0 85 | 2,4,1000,16,0 86 | 2,6,1500,28,1 87 | 2,6,1500,28,0 88 | 4,2,500,4,0 89 | 4,2,500,4,0 90 | 4,2,500,4,0 91 | 2,7,1750,35,1 92 | 4,2,500,4,1 93 | 4,2,500,4,0 94 | 4,2,500,4,0 95 | 4,2,500,4,0 96 | 12,11,2750,23,0 97 | 4,7,1750,28,0 98 | 3,17,4250,86,0 99 | 4,9,2250,38,1 100 | 4,4,1000,14,1 101 | 5,7,1750,26,1 102 | 4,8,2000,34,1 103 | 2,13,3250,76,1 104 | 4,9,2250,40,0 105 | 2,5,1250,26,0 106 | 2,5,1250,26,0 107 | 6,17,4250,70,0 108 | 0,8,2000,59,0 109 | 3,5,1250,26,0 110 | 2,3,750,14,0 111 | 2,10,2500,64,0 112 | 4,5,1250,23,1 113 | 4,9,2250,46,0 114 | 4,5,1250,23,0 115 | 4,8,2000,40,1 116 | 2,12,3000,82,0 117 | 11,24,6000,64,0 118 | 2,7,1750,46,1 119 | 4,11,2750,61,0 120 | 1,7,1750,57,0 121 | 2,11,2750,79,1 122 | 2,3,750,16,1 123 | 4,5,1250,26,1 124 | 2,6,1500,41,1 125 | 2,5,1250,33,1 126 | 2,4,1000,26,0 127 | 2,5,1250,34,0 128 | 4,8,2000,46,1 129 | 2,4,1000,26,0 130 | 4,8,2000,48,1 131 | 2,2,500,10,1 132 | 4,5,1250,28,0 133 | 2,12,3000,95,0 134 | 2,2,500,10,0 135 | 4,6,1500,35,0 136 | 2,11,2750,88,0 137 | 2,3,750,19,0 138 | 2,5,1250,37,0 139 | 2,12,3000,98,0 140 | 9,5,1250,19,0 141 | 2,2,500,11,0 142 | 2,9,2250,74,0 143 | 5,14,3500,86,0 144 | 4,3,750,16,0 145 | 4,3,750,16,0 146 | 4,2,500,9,1 147 | 4,3,750,16,1 148 | 6,3,750,14,0 149 | 2,2,500,11,0 150 | 2,2,500,11,1 151 | 2,2,500,11,0 152 | 2,7,1750,58,1 153 | 4,6,1500,39,0 154 | 4,11,2750,78,0 155 | 2,1,250,2,1 156 | 2,1,250,2,0 157 | 2,1,250,2,0 158 | 2,1,250,2,0 159 | 2,1,250,2,0 160 | 2,1,250,2,0 161 | 2,1,250,2,0 162 | 2,1,250,2,0 163 | 2,1,250,2,0 164 | 2,1,250,2,0 165 | 2,1,250,2,1 166 | 2,1,250,2,1 167 | 2,1,250,2,1 168 | 2,1,250,2,0 169 | 2,1,250,2,0 170 | 2,1,250,2,0 171 | 2,1,250,2,0 172 | 2,1,250,2,0 173 | 2,1,250,2,0 174 | 2,1,250,2,0 175 | 2,1,250,2,0 176 | 2,1,250,2,0 177 | 11,10,2500,35,0 178 | 11,4,1000,16,1 179 | 4,5,1250,33,1 180 | 4,6,1500,41,1 181 | 2,3,750,22,0 182 | 4,4,1000,26,1 183 | 10,4,1000,16,0 184 | 2,4,1000,35,0 185 | 4,12,3000,88,0 186 | 13,8,2000,26,0 187 | 11,9,2250,33,0 188 | 4,5,1250,34,0 189 | 4,4,1000,26,0 190 | 8,15,3750,77,0 191 | 4,5,1250,35,1 192 | 4,7,1750,52,0 193 | 4,7,1750,52,0 194 | 2,4,1000,35,0 195 | 11,11,2750,42,0 196 | 2,2,500,14,0 197 | 2,5,1250,47,1 198 | 9,8,2000,38,1 199 | 4,6,1500,47,0 200 | 11,7,1750,29,0 201 | 9,9,2250,45,0 202 | 4,6,1500,52,0 203 | 4,7,1750,58,0 204 | 6,2,500,11,1 205 | 4,7,1750,58,0 206 | 11,9,2250,38,0 207 | 11,6,1500,26,0 208 | 2,2,500,16,0 209 | 2,7,1750,76,0 210 | 11,6,1500,27,0 211 | 11,3,750,14,0 212 | 4,1,250,4,0 213 | 4,1,250,4,0 214 | 4,1,250,4,0 215 | 4,1,250,4,0 216 | 4,1,250,4,0 217 | 4,1,250,4,1 218 | 4,1,250,4,0 219 | 4,1,250,4,0 220 | 4,1,250,4,0 221 | 4,1,250,4,0 222 | 4,1,250,4,0 223 | 4,1,250,4,1 224 | 4,1,250,4,1 225 | 4,1,250,4,0 226 | 4,1,250,4,1 227 | 4,1,250,4,1 228 | 4,1,250,4,0 229 | 4,3,750,24,0 230 | 4,1,250,4,0 231 | 4,1,250,4,0 232 | 4,1,250,4,0 233 | 4,1,250,4,1 234 | 4,1,250,4,0 235 | 10,8,2000,39,0 236 | 14,7,1750,26,0 237 | 8,10,2500,63,0 238 | 11,3,750,15,0 239 | 4,2,500,14,0 240 | 2,4,1000,43,0 241 | 8,9,2250,58,0 242 | 8,8,2000,52,1 243 | 11,22,5500,98,0 244 | 4,3,750,25,1 245 | 11,17,4250,79,1 246 | 9,2,500,11,0 247 | 4,5,1250,46,0 248 | 11,12,3000,58,0 249 | 7,12,3000,86,0 250 | 11,2,500,11,0 251 | 11,2,500,11,0 252 | 11,2,500,11,0 253 | 2,6,1500,75,0 254 | 11,8,2000,41,1 255 | 11,3,750,16,1 256 | 12,13,3250,59,0 257 | 2,3,750,35,0 258 | 16,8,2000,28,0 259 | 11,7,1750,37,0 260 | 4,3,750,28,0 261 | 12,12,3000,58,0 262 | 4,4,1000,41,0 263 | 11,14,3500,73,1 264 | 2,2,500,23,0 265 | 2,3,750,38,1 266 | 4,5,1250,58,0 267 | 4,4,1000,43,1 268 | 3,2,500,23,0 269 | 11,8,2000,46,0 270 | 4,7,1750,82,0 271 | 13,4,1000,21,0 272 | 16,11,2750,40,0 273 | 16,7,1750,28,0 274 | 7,2,500,16,0 275 | 4,5,1250,58,0 276 | 4,5,1250,58,0 277 | 4,4,1000,46,0 278 | 14,13,3250,57,0 279 | 4,3,750,34,0 280 | 14,18,4500,78,0 281 | 11,8,2000,48,0 282 | 14,16,4000,70,0 283 | 14,4,1000,22,1 284 | 14,5,1250,26,0 285 | 8,2,500,16,0 286 | 11,5,1250,33,0 287 | 11,2,500,14,0 288 | 4,2,500,23,0 289 | 9,2,500,16,1 290 | 14,5,1250,28,1 291 | 14,3,750,19,1 292 | 14,4,1000,23,1 293 | 16,12,3000,50,0 294 | 11,4,1000,28,0 295 | 11,5,1250,35,0 296 | 11,5,1250,35,0 297 | 2,4,1000,70,0 298 | 14,5,1250,28,0 299 | 14,2,500,14,0 300 | 14,2,500,14,0 301 | 14,2,500,14,0 302 | 14,2,500,14,0 303 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39,1,250,39,0 749 | 72,1,250,72,0 750 | -------------------------------------------------------------------------------- /cancer.csv: -------------------------------------------------------------------------------- 1 | Class,age,menopause,tumor-size,inv-nodes,node-caps,deg-malig,breast,breast-quad,irradiat 2 | 0,5,1,1,1,2,1,3,1,1 3 | 0,5,4,4,5,7,10,3,2,1 4 | 0,3,1,1,1,2,2,3,1,1 5 | 0,6,8,8,1,3,4,3,7,1 6 | 0,4,1,1,3,2,1,3,1,1 7 | 1,8,10,10,8,7,10,9,7,1 8 | 0,1,1,1,1,2,10,3,1,1 9 | 0,2,1,2,1,2,1,3,1,1 10 | 0,2,1,1,1,2,1,1,1,5 11 | 0,4,2,1,1,2,1,2,1,1 12 | 0,1,1,1,1,1,1,3,1,1 13 | 0,2,1,1,1,2,1,2,1,1 14 | 1,5,3,3,3,2,3,4,4,1 15 | 0,1,1,1,1,2,3,3,1,1 16 | 1,8,7,5,10,7,9,5,5,4 17 | 1,7,4,6,4,6,1,4,3,1 18 | 0,4,1,1,1,2,1,2,1,1 19 | 0,4,1,1,1,2,1,3,1,1 20 | 1,10,7,7,6,4,10,4,1,2 21 | 0,6,1,1,1,2,1,3,1,1 22 | 1,7,3,2,10,5,10,5,4,4 23 | 1,10,5,5,3,6,7,7,10,1 24 | 0,3,1,1,1,2,1,2,1,1 25 | 0,1,1,1,1,2,1,3,1,1 26 | 1,5,2,3,4,2,7,3,6,1 27 | 0,3,2,1,1,1,1,2,1,1 28 | 0,5,1,1,1,2,1,2,1,1 29 | 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1,9,1,2,6,4,10,7,7,2 290 | 1,8,4,10,5,4,4,7,10,1 291 | 0,1,1,1,1,2,1,3,1,1 292 | 1,10,10,10,7,9,10,7,10,10 293 | 0,1,1,1,1,2,1,3,1,1 294 | 1,8,3,4,9,3,10,3,3,1 295 | 1,10,8,4,4,4,10,3,10,4 296 | 0,1,1,1,1,2,1,3,1,1 297 | 0,1,1,1,1,2,1,3,1,1 298 | 1,7,8,7,6,4,3,8,8,4 299 | 0,3,1,1,1,2,5,5,1,1 300 | 0,2,1,1,1,3,1,2,1,1 301 | 0,1,1,1,1,2,1,1,1,1 302 | 1,8,6,4,10,10,1,3,5,1 303 | 0,1,1,1,1,2,1,1,1,1 304 | 0,1,1,1,1,1,1,2,1,1 305 | 1,5,5,5,2,5,10,4,3,1 306 | 1,6,8,7,8,6,8,8,9,1 307 | 0,1,1,1,1,5,1,3,1,1 308 | 0,4,4,4,4,6,5,7,3,1 309 | 1,7,6,3,2,5,10,7,4,6 310 | 0,3,1,1,1,2,1,3,1,1 311 | 1,5,4,6,10,2,10,4,1,1 312 | 0,1,1,1,1,2,1,3,1,1 313 | 0,3,2,2,1,2,1,2,3,1 314 | 1,10,1,1,1,2,10,5,4,1 315 | 0,1,1,1,1,2,1,2,1,1 316 | 1,8,10,3,2,6,4,3,10,1 317 | 1,10,4,6,4,5,10,7,1,1 318 | 1,10,4,7,2,2,8,6,1,1 319 | 0,5,1,1,1,2,1,3,1,2 320 | 0,5,2,2,2,2,1,2,2,1 321 | 1,5,4,6,6,4,10,4,3,1 322 | 1,8,6,7,3,3,10,3,4,2 323 | 0,1,1,1,1,2,1,1,1,1 324 | 1,6,5,5,8,4,10,3,4,1 325 | 0,1,1,1,1,2,1,3,1,1 326 | 0,1,1,1,1,1,1,2,1,1 327 | 1,8,5,5,5,2,10,4,3,1 328 | 1,10,3,3,1,2,10,7,6,1 329 | 0,1,1,1,1,2,1,3,1,1 330 | 0,2,1,1,1,2,1,1,1,1 331 | 0,1,1,1,1,2,1,1,1,1 332 | 1,7,6,4,8,10,10,9,5,3 333 | 0,1,1,1,1,2,1,1,1,1 334 | 0,5,2,2,2,3,1,1,3,1 335 | 0,1,1,1,1,1,1,1,3,1 336 | 1,3,4,4,10,5,1,3,3,1 337 | 1,4,2,3,5,3,8,7,6,1 338 | 0,5,1,1,3,2,1,1,1,1 339 | 0,2,1,1,1,2,1,3,1,1 340 | 0,3,4,5,3,7,3,4,6,1 341 | 1,2,7,10,10,7,10,4,9,4 342 | 0,1,1,1,1,2,1,2,1,1 343 | 0,4,1,1,1,3,1,2,2,1 344 | 1,5,3,3,1,3,3,3,3,3 345 | 1,8,10,10,7,10,10,7,3,8 346 | 1,8,10,5,3,8,4,4,10,3 347 | 1,10,3,5,4,3,7,3,5,3 348 | 1,6,10,10,10,10,10,8,10,10 349 | 1,3,10,3,10,6,10,5,1,4 350 | 0,3,2,2,1,4,3,2,1,1 351 | 0,4,4,4,2,2,3,2,1,1 352 | 0,2,1,1,1,2,1,3,1,1 353 | 0,2,1,1,1,2,1,2,1,1 354 | 1,6,10,10,10,8,10,7,10,7 355 | 1,5,8,8,10,5,10,8,10,3 356 | 0,1,1,3,1,2,1,1,1,1 357 | 0,1,1,3,1,1,1,2,1,1 358 | 0,4,3,2,1,3,1,2,1,1 359 | 0,1,1,3,1,2,1,1,1,1 360 | 0,4,1,2,1,2,1,2,1,1 361 | 0,5,1,1,2,2,1,2,1,1 362 | 0,3,1,2,1,2,1,2,1,1 363 | 0,1,1,1,1,2,1,1,1,1 364 | 0,1,1,1,1,2,1,2,1,1 365 | 0,1,1,1,1,1,1,2,1,1 366 | 0,3,1,1,4,3,1,2,2,1 367 | 0,5,3,4,1,4,1,3,1,1 368 | 0,1,1,1,1,2,1,1,1,1 369 | 1,10,6,3,6,4,10,7,8,4 370 | 0,3,2,2,2,2,1,3,2,1 371 | 0,2,1,1,1,2,1,1,1,1 372 | 0,2,1,1,1,2,1,1,1,1 373 | 0,3,3,2,2,3,1,1,2,3 374 | 1,7,6,6,3,2,10,7,1,1 375 | 0,5,3,3,2,3,1,3,1,1 376 | 0,2,1,1,1,2,1,2,2,1 377 | 0,5,1,1,1,3,2,2,2,1 378 | 0,1,1,1,2,2,1,2,1,1 379 | 1,10,8,7,4,3,10,7,9,1 380 | 0,3,1,1,1,2,1,2,1,1 381 | 0,1,1,1,1,1,1,1,1,1 382 | 0,1,2,3,1,2,1,2,1,1 383 | 0,3,1,1,1,2,1,2,1,1 384 | 0,3,1,1,1,2,1,3,1,1 385 | 0,4,1,1,1,2,1,1,1,1 386 | 0,3,2,1,1,2,1,2,2,1 387 | 0,1,2,3,1,2,1,1,1,1 388 | 1,3,10,8,7,6,9,9,3,8 389 | 0,3,1,1,1,2,1,1,1,1 390 | 0,5,3,3,1,2,1,2,1,1 391 | 0,3,1,1,1,2,4,1,1,1 392 | 0,1,2,1,3,2,1,1,2,1 393 | 0,1,1,1,1,2,1,2,1,1 394 | 0,4,2,2,1,2,1,2,1,1 395 | 0,1,1,1,1,2,1,2,1,1 396 | 0,2,3,2,2,2,2,3,1,1 397 | 0,3,1,2,1,2,1,2,1,1 398 | 0,1,1,1,1,2,1,2,1,1 399 | 1,10,10,10,6,8,4,8,5,1 400 | 0,5,1,2,1,2,1,3,1,1 401 | 1,8,5,6,2,3,10,6,6,1 402 | 0,3,3,2,6,3,3,3,5,1 403 | 1,8,7,8,5,10,10,7,2,1 404 | 0,1,1,1,1,2,1,2,1,1 405 | 0,5,2,2,2,2,2,3,2,2 406 | 0,2,3,1,1,5,1,1,1,1 407 | 0,3,2,2,3,2,3,3,1,1 408 | 1,10,10,10,7,10,10,8,2,1 409 | 0,4,3,3,1,2,1,3,3,1 410 | 0,5,1,3,1,2,1,2,1,1 411 | 0,3,1,1,1,2,1,1,1,1 412 | 1,9,10,10,10,10,10,10,10,1 413 | 0,5,3,6,1,2,1,1,1,1 414 | 1,8,7,8,2,4,2,5,10,1 415 | 0,1,1,1,1,2,1,2,1,1 416 | 0,2,1,1,1,2,1,2,1,1 417 | 0,1,3,1,1,2,1,2,2,1 418 | 0,5,1,1,3,4,1,3,2,1 419 | 0,5,1,1,1,2,1,2,2,1 420 | 0,3,2,2,3,2,1,1,1,1 421 | 0,6,9,7,5,5,8,4,2,1 422 | 1,10,8,10,1,3,10,5,1,1 423 | 1,10,10,10,1,6,1,2,8,1 424 | 0,4,1,1,1,2,1,1,1,1 425 | 0,4,1,3,3,2,1,1,1,1 426 | 0,5,1,1,1,2,1,1,1,1 427 | 1,10,4,3,10,4,10,10,1,1 428 | 0,5,2,2,4,2,4,1,1,1 429 | 0,1,1,1,3,2,3,1,1,1 430 | 0,1,1,1,1,2,2,1,1,1 431 | 0,5,1,1,6,3,1,2,1,1 432 | 0,2,1,1,1,2,1,1,1,1 433 | 0,1,1,1,1,2,1,1,1,1 434 | 0,5,1,1,1,2,1,1,1,1 435 | 0,1,1,1,1,1,1,1,1,1 436 | 1,5,7,9,8,6,10,8,10,1 437 | 0,4,1,1,3,1,1,2,1,1 438 | 0,5,1,1,1,2,1,1,1,1 439 | 0,3,1,1,3,2,1,1,1,1 440 | 1,4,5,5,8,6,10,10,7,1 441 | 0,2,3,1,1,3,1,1,1,1 442 | 1,10,2,2,1,2,6,1,1,2 443 | 1,10,6,5,8,5,10,8,6,1 444 | 1,8,8,9,6,6,3,10,10,1 445 | 0,5,1,2,1,2,1,1,1,1 446 | 0,5,1,3,1,2,1,1,1,1 447 | 0,5,1,1,3,2,1,1,1,1 448 | 0,3,1,1,1,2,5,1,1,1 449 | 0,6,1,1,3,2,1,1,1,1 450 | 0,4,1,1,1,2,1,1,2,1 451 | 0,4,1,1,1,2,1,1,1,1 452 | 1,10,9,8,7,6,4,7,10,3 453 | 1,10,6,6,2,4,10,9,7,1 454 | 1,6,6,6,5,4,10,7,6,2 455 | 0,4,1,1,1,2,1,1,1,1 456 | 0,1,1,2,1,2,1,2,1,1 457 | 0,3,1,1,1,1,1,2,1,1 458 | 0,6,1,1,3,2,1,1,1,1 459 | 0,6,1,1,1,1,1,1,1,1 460 | 0,4,1,1,1,2,1,1,1,1 461 | 0,5,1,1,1,2,1,1,1,1 462 | 0,3,1,1,1,2,1,1,1,1 463 | 0,4,1,2,1,2,1,1,1,1 464 | 0,4,1,1,1,2,1,1,1,1 465 | 0,5,2,1,1,2,1,1,1,1 466 | 1,4,8,7,10,4,10,7,5,1 467 | 0,5,1,1,1,1,1,1,1,1 468 | 0,5,3,2,4,2,1,1,1,1 469 | 1,9,10,10,10,10,5,10,10,10 470 | 1,8,7,8,5,5,10,9,10,1 471 | 0,5,1,2,1,2,1,1,1,1 472 | 0,1,1,1,3,1,3,1,1,1 473 | 0,3,1,1,1,1,1,2,1,1 474 | 1,10,10,10,10,6,10,8,1,5 475 | 1,3,6,4,10,3,3,3,4,1 476 | 1,6,3,2,1,3,4,4,1,1 477 | 0,1,1,1,1,2,1,1,1,1 478 | 1,5,8,9,4,3,10,7,1,1 479 | 0,4,1,1,1,1,1,2,1,1 480 | 1,5,10,10,10,6,10,6,5,2 481 | 0,5,1,2,10,4,5,2,1,1 482 | 0,3,1,1,1,1,1,2,1,1 483 | 0,1,1,1,1,1,1,1,1,1 484 | 0,4,2,1,1,2,1,1,1,1 485 | 0,4,1,1,1,2,1,2,1,1 486 | 0,4,1,1,1,2,1,2,1,1 487 | 0,6,1,1,1,2,1,3,1,1 488 | 0,4,1,1,1,2,1,2,1,1 489 | 0,4,1,1,2,2,1,2,1,1 490 | 0,4,1,1,1,2,1,3,1,1 491 | 0,1,1,1,1,2,1,1,1,1 492 | 0,3,3,1,1,2,1,1,1,1 493 | 1,8,10,10,10,7,5,4,8,7 494 | 0,1,1,1,1,2,4,1,1,1 495 | 0,5,1,1,1,2,1,1,1,1 496 | 0,2,1,1,1,2,1,1,1,1 497 | 0,1,1,1,1,2,1,1,1,1 498 | 0,5,1,1,1,2,1,2,1,1 499 | 0,5,1,1,1,2,1,1,1,1 500 | 0,3,1,1,1,1,1,2,1,1 501 | 1,6,6,7,10,3,10,8,10,2 502 | 1,4,10,4,7,3,10,9,10,1 503 | 0,1,1,1,1,1,1,1,1,1 504 | 0,1,1,1,1,1,1,2,1,1 505 | 0,3,1,2,2,2,1,1,1,1 506 | 1,4,7,8,3,4,10,9,1,1 507 | 0,1,1,1,1,3,1,1,1,1 508 | 0,4,1,1,1,3,1,1,1,1 509 | 1,10,4,5,4,3,5,7,3,1 510 | 1,7,5,6,10,4,10,5,3,1 511 | 0,3,1,1,1,2,1,2,1,1 512 | 0,3,1,1,2,2,1,1,1,1 513 | 0,4,1,1,1,2,1,1,1,1 514 | 0,4,1,1,1,2,1,3,1,1 515 | 0,6,1,3,2,2,1,1,1,1 516 | 0,4,1,1,1,1,1,2,1,1 517 | 1,7,4,4,3,4,10,6,9,1 518 | 0,4,2,2,1,2,1,2,1,1 519 | 0,1,1,1,1,1,1,3,1,1 520 | 0,3,1,1,1,2,1,2,1,1 521 | 0,2,1,1,1,2,1,2,1,1 522 | 0,1,1,3,2,2,1,3,1,1 523 | 0,5,1,1,1,2,1,3,1,1 524 | 0,5,1,2,1,2,1,3,1,1 525 | 0,4,1,1,1,2,1,2,1,1 526 | 0,6,1,1,1,2,1,2,1,1 527 | 0,5,1,1,1,2,2,2,1,1 528 | 0,3,1,1,1,2,1,1,1,1 529 | 0,5,3,1,1,2,1,1,1,1 530 | 0,4,1,1,1,2,1,2,1,1 531 | 0,2,1,3,2,2,1,2,1,1 532 | 0,5,1,1,1,2,1,2,1,1 533 | 1,6,10,10,10,4,10,7,10,1 534 | 0,2,1,1,1,1,1,1,1,1 535 | 0,3,1,1,1,1,1,1,1,1 536 | 1,7,8,3,7,4,5,7,8,2 537 | 0,3,1,1,1,2,1,2,1,1 538 | 0,1,1,1,1,2,1,3,1,1 539 | 0,3,2,2,2,2,1,4,2,1 540 | 0,4,4,2,1,2,5,2,1,2 541 | 0,3,1,1,1,2,1,1,1,1 542 | 0,4,3,1,1,2,1,4,8,1 543 | 0,5,2,2,2,1,1,2,1,1 544 | 0,5,1,1,3,2,1,1,1,1 545 | 0,2,1,1,1,2,1,2,1,1 546 | 0,5,1,1,1,2,1,2,1,1 547 | 0,5,1,1,1,2,1,3,1,1 548 | 0,5,1,1,1,2,1,3,1,1 549 | 0,1,1,1,1,2,1,3,1,1 550 | 0,3,1,1,1,2,1,2,1,1 551 | 0,4,1,1,1,2,1,3,2,1 552 | 1,5,7,10,10,5,10,10,10,1 553 | 0,3,1,2,1,2,1,3,1,1 554 | 0,4,1,1,1,2,3,2,1,1 555 | 1,8,4,4,1,6,10,2,5,2 556 | 1,10,10,8,10,6,5,10,3,1 557 | 1,8,10,4,4,8,10,8,2,1 558 | 1,7,6,10,5,3,10,9,10,2 559 | 0,3,1,1,1,2,1,2,1,1 560 | 0,1,1,1,1,2,1,2,1,1 561 | 1,10,9,7,3,4,2,7,7,1 562 | 0,5,1,2,1,2,1,3,1,1 563 | 0,5,1,1,1,2,1,2,1,1 564 | 0,1,1,1,1,2,1,2,1,1 565 | 0,1,1,1,1,2,1,2,1,1 566 | 0,1,1,1,1,2,1,3,1,1 567 | 0,5,1,2,1,2,1,2,1,1 568 | 1,5,7,10,6,5,10,7,5,1 569 | 1,6,10,5,5,4,10,6,10,1 570 | 0,3,1,1,1,2,1,1,1,1 571 | 0,5,1,1,6,3,1,1,1,1 572 | 0,1,1,1,1,2,1,1,1,1 573 | 1,8,10,10,10,6,10,10,10,1 574 | 0,5,1,1,1,2,1,2,2,1 575 | 1,9,8,8,9,6,3,4,1,1 576 | 0,5,1,1,1,2,1,1,1,1 577 | 1,4,10,8,5,4,1,10,1,1 578 | 1,2,5,7,6,4,10,7,6,1 579 | 1,10,3,4,5,3,10,4,1,1 580 | 0,5,1,2,1,2,1,1,1,1 581 | 1,4,8,6,3,4,10,7,1,1 582 | 0,5,1,1,1,2,1,2,1,1 583 | 0,4,1,2,1,2,1,2,1,1 584 | 0,5,1,3,1,2,1,3,1,1 585 | 0,3,1,1,1,2,1,2,1,1 586 | 0,5,2,4,1,1,1,1,1,1 587 | 0,3,1,1,1,2,1,2,1,1 588 | 0,1,1,1,1,1,1,2,1,1 589 | 0,4,1,1,1,2,1,2,1,1 590 | 1,5,4,6,8,4,1,8,10,1 591 | 1,5,3,2,8,5,10,8,1,2 592 | 1,10,5,10,3,5,8,7,8,3 593 | 0,4,1,1,2,2,1,1,1,1 594 | 0,1,1,1,1,2,1,1,1,1 595 | 1,5,10,10,10,10,10,10,1,1 596 | 0,5,1,1,1,2,1,1,1,1 597 | 1,10,4,3,10,3,10,7,1,2 598 | 1,5,10,10,10,5,2,8,5,1 599 | 1,8,10,10,10,6,10,10,10,10 600 | 0,2,3,1,1,2,1,2,1,1 601 | 0,2,1,1,1,1,1,2,1,1 602 | 0,4,1,3,1,2,1,2,1,1 603 | 0,3,1,1,1,2,1,2,1,1 604 | 0,4,1,1,1,2,1,2,1,1 605 | 0,5,1,1,1,2,1,2,1,1 606 | 0,3,1,1,1,2,1,2,1,1 607 | 0,6,3,3,3,3,2,6,1,1 608 | 0,7,1,2,3,2,1,2,1,1 609 | 0,1,1,1,1,2,1,1,1,1 610 | 0,5,1,1,2,1,1,2,1,1 611 | 0,3,1,3,1,3,4,1,1,1 612 | 1,4,6,6,5,7,6,7,7,3 613 | 0,2,1,1,1,2,5,1,1,1 614 | 0,2,1,1,1,2,1,1,1,1 615 | 0,4,1,1,1,2,1,1,1,1 616 | 0,6,2,3,1,2,1,1,1,1 617 | 0,5,1,1,1,2,1,2,1,1 618 | 0,1,1,1,1,2,1,1,1,1 619 | 1,8,7,4,4,5,3,5,10,1 620 | 0,3,1,1,1,2,1,1,1,1 621 | 0,3,1,4,1,2,1,1,1,1 622 | 1,10,10,7,8,7,1,10,10,3 623 | 0,4,2,4,3,2,2,2,1,1 624 | 0,4,1,1,1,2,1,1,1,1 625 | 0,5,1,1,3,2,1,1,1,1 626 | 0,4,1,1,3,2,1,1,1,1 627 | 0,3,1,1,1,2,1,2,1,1 628 | 0,3,1,1,1,2,1,2,1,1 629 | 0,1,1,1,1,2,1,1,1,1 630 | 0,2,1,1,1,2,1,1,1,1 631 | 0,3,1,1,1,2,1,2,1,1 632 | 0,1,2,2,1,2,1,1,1,1 633 | 0,1,1,1,3,2,1,1,1,1 634 | 1,5,10,10,10,10,2,10,10,10 635 | 0,3,1,1,1,2,1,2,1,1 636 | 0,3,1,1,2,3,4,1,1,1 637 | 0,1,2,1,3,2,1,2,1,1 638 | 0,5,1,1,1,2,1,2,2,1 639 | 0,4,1,1,1,2,1,2,1,1 640 | 0,3,1,1,1,2,1,3,1,1 641 | 0,3,1,1,1,2,1,2,1,1 642 | 0,5,1,1,1,2,1,2,1,1 643 | 0,5,4,5,1,8,1,3,6,1 644 | 1,7,8,8,7,3,10,7,2,3 645 | 0,1,1,1,1,2,1,1,1,1 646 | 0,1,1,1,1,2,1,2,1,1 647 | 0,4,1,1,1,2,1,3,1,1 648 | 0,1,1,3,1,2,1,2,1,1 649 | 0,1,1,3,1,2,1,2,1,1 650 | 0,3,1,1,3,2,1,2,1,1 651 | 0,1,1,1,1,2,1,1,1,1 652 | 0,5,2,2,2,2,1,1,1,2 653 | 0,3,1,1,1,2,1,3,1,1 654 | 1,5,7,4,1,6,1,7,10,3 655 | 1,5,10,10,8,5,5,7,10,1 656 | 1,3,10,7,8,5,8,7,4,1 657 | 0,3,2,1,2,2,1,3,1,1 658 | 0,2,1,1,1,2,1,3,1,1 659 | 0,5,3,2,1,3,1,1,1,1 660 | 0,1,1,1,1,2,1,2,1,1 661 | 0,4,1,4,1,2,1,1,1,1 662 | 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0.677419355,0,0.322580645,1 494 | 0.24137931,0.534482759,0.224137931,1 495 | 0.441489362,0.25,0.308510638,1 496 | 0.485981308,0.392523364,0.121495327,1 497 | 0.428571429,0.235023041,0.33640553,1 498 | 0.333333333,0.538461538,0.128205128,1 499 | 0.349282297,0.28708134,0.363636364,1 500 | 0.186602871,0.435406699,0.377990431,1 501 | -------------------------------------------------------------------------------- /migration.csv: -------------------------------------------------------------------------------- 1 | Country Name,1962,1967,1972,1977,1982,1987,1992,1997,2002,2007,2012 2 | Arab World,-485569,-849826,-876979,1697107,103693,-1021606,293332,-1432980,396646,4413525,-1168750 3 | Caribbean small states,-247909,-316430,-289373,-284532,-303086,-387993,-249602,-181604,-174651,-127609,-124122 4 | Central Europe and the Baltics,112936,-227571,-104933,-85960,-279101,-819390,-1514119,-1176975,-593078,-811784,-770310 5 | Early-demographic dividend,-1127882,-2453929,-3192784,-4981537,1228808,-1903124,-8288636,-7729474,-14370853,-14314078,-12621653 6 | East Asia & Pacific,-479477,628975,-808879,-1454415,713290,392043,-2395809,-385097,-2992651,-5719538,-1457489 7 | East Asia & Pacific (excluding high income),-1086544,-582028,-1239154,-1912183,-525665,-390019,-3110397,-1362174,-4975250,-8308340,-3728059 8 | East Asia & Pacific (IDA & IBRD countries),-1086544,-582028,-1239154,-1912183,-525665,-390019,-3110397,-1362174,-4975250,-8308340,-3728059 9 | Euro area,974732,247447,2255999,1627705,745736,2441366,4907571,2840300,6201684,4638063,1575613 10 | Europe & Central Asia,1533274,377468,2318325,1429251,833519,949003,1950916,480855,6969397,7418656,5547385 11 | Europe & Central Asia (excluding high income),10238,224818,31783,-202389,237484,-1406767,-3419220,-2809431,-793952,58963,2121162 12 | Europe & Central Asia (IDA & IBRD countries),1896,80479,-157523,-290303,209962,-1839608,-3803301,-3241492,-758482,41666,2027353 13 | European Union,1217105,23657,2173816,1548770,265084,1796483,4201189,2448237,6933624,5884417,2324066 14 | Fragile and conflict affected situations,-118109,-157483,-556738,-100562,-4786010,-4143997,1012375,-2845812,-1638769,-2889159,-4018991 15 | Heavily indebted poor countries (HIPC),-274305,-253406,-1164717,-3255550,-5433668,-2700825,3134824,-2697152,-1375699,-3090205,-2672487 16 | High income,3573488,3635870,7145777,7928492,7164586,8638343,11617847,14460563,18497281,22686636,15359563 17 | Late-demographic dividend,-2291864,-1635843,-2129860,-1739365,-969708,-1703926,-4814532,-2127648,-642281,927371,1194303 18 | Latin America & Caribbean,-1400307,-2001834,-2220184,-3146290,-3443208,-3509490,-3239912,-4325806,-5546821,-2675725,-2081948 19 | Latin America & Caribbean (excluding high income),-1205979,-1724440,-1955477,-2963799,-3265079,-3343434,-3247230,-4294365,-5387792,-2640776,-2159855 20 | Latin America & the Caribbean (IDA & IBRD countries),-1100369,-1614223,-1985477,-2949147,-3105502,-3348226,-3114035,-4112852,-5261446,-2368828,-1913623 21 | Least developed countries: UN classification,-886867,-862527,-4824809,-4350241,-6377448,-3756203,1732313,-3862918,-4296546,-8375096,-4741314 22 | Low & middle income,-3826648,-4094255,-7032007,-8095133,-7150407,-8501035,-11472337,-14329437,-18714994,-22729859,-15350665 23 | Low income,-510960,-63036,-1271457,-3163339,-5714429,-3088354,749912,-2112809,-983039,-2543110,-1115618 24 | Lower middle income,100180,-1858025,-2519524,-1846086,-1579249,-3343466,-5635256,-8651606,-14179486,-17104727,-15784815 25 | Middle East & North Africa,-299675,-731461,-651693,406941,2711242,906434,-1961791,18067,1045034,5031419,-213002 26 | Middle East & North Africa (excluding high income),-801516,-1178377,-1733109,-1303996,855807,-204318,-2219266,-752761,-1686956,-1442624,-3615666 27 | Middle East & North Africa (IDA & IBRD countries),-723877,-894743,-1700859,-1220296,917257,-164968,-2254266,-822761,-1496956,-1352624,-3571916 28 | Middle income,-3315688,-4031219,-5760550,-4931794,-1435978,-5412681,-12222249,-12216628,-17731955,-20186749,-14235047 29 | North America,1136723,2103693,3612021,4310838,3655389,4561110,5267705,9453948,6175859,6300158,6183750 30 | OECD members,2531631,2664622,5119370,4356805,3526638,5681741,10140443,11452785,12775444,15773864,13138424 31 | Other small states,-102880,-40167,-26137,-33719,62757,155225,-298858,-127911,222163,987643,332029 32 | Pacific island small states,2297,-17349,-39393,-48858,-48025,-104291,-68700,-92620,-105941,-75792,-71075 33 | Post-demographic dividend,3354009,3544112,6275958,6160968,5512813,7898606,10607152,13029889,15351199,16128162,12324314 34 | Pre-demographic dividend,-173453,88665,-836285,406039,-5748651,-4139787,2656522,-3020049,-548701,-2798921,-891831 35 | Small states,-348492,-373946,-354903,-367109,-288354,-337059,-617160,-402135,-58429,784242,136832 36 | South Asia,-454109,-689461,-1196421,-650272,-2923138,-1873468,-701580,-3508471,-5336232,-9901386,-6280804 37 | South Asia (IDA & IBRD),-454109,-689461,-1196421,-650272,-2923138,-1873468,-701580,-3508471,-5336232,-9901386,-6280804 38 | Sub-Saharan Africa,-289589,-145765,-939399,-1062694,-1532915,-1288324,1225981,-1602370,-532299,-496807,-1688994 39 | Sub-Saharan Africa (excluding high income),-288738,-144767,-939629,-1062494,-1529816,-1283029,1225356,-1602235,-534812,-495696,-1687443 40 | Sub-Saharan Africa (IDA & IBRD countries),-289589,-145765,-939399,-1062694,-1532915,-1288324,1225981,-1602370,-532299,-496807,-1688994 41 | Upper middle income,-3415868,-2173194,-3241026,-3085708,143271,-2069215,-6586993,-3565022,-3552469,-3082022,1549768 42 | World,0,0,0,0,0,0,0,0,0,0,0 43 | Afghanistan,-20000,-20000,-20000,-1117459,-3418299,-1484185,2227474,-379474,804120,-677497,473007 44 | Albania,-99,-99,-99,-99,-99,-99,-443212,-179606,-175406,-252926,-91750 45 | Algeria,-284266,-121335,-247822,-224833,-81020,-93302,-128679,-164413,-205228,-357340,-143268 46 | Angola,-135000,-201155,-80955,11455,234149,-150282,142811,-126701,172594,85286,102322 47 | Antigua and Barbuda,-1703,-1625,-2874,-3492,-8840,-7629,2617,4421,-282,-92,-56 48 | Argentina,122001,130001,290000,-230001,139999,160002,29999,-80000,-90000,-84998,30000 49 | Armenia,70335,103399,86404,35724,-22331,-58313,-496288,-223873,-143966,-136009,-9876 50 | Aruba,-4323,-4275,-3537,-5470,-1921,-5194,14218,6926,6263,-441,1253 51 | Australia,382989,852782,264129,235744,456227,666233,351078,377552,575104,1132688,1023107 52 | Austria,15996,50401,82001,5502,18002,110999,227841,65082,178117,153763,147089 53 | Azerbaijan,66429,50466,14620,-28122,-40822,-118757,-105573,-119785,10655,-96798,-16125 54 | "Bahamas, The",14357,14080,887,2791,180,-1099,-395,-3097,15483,14363,9672 55 | Bahrain,-4341,-7199,19123,48962,3195,12899,5480,43086,133500,316544,29915 56 | Bangladesh,-142378,-161822,-3028254,-1101492,-837319,-219363,-853717,-756121,-1700003,-3570954,-2226481 57 | Barbados,-15903,-11880,-5433,-3595,-5589,-4077,-3263,-1323,-77,2050,2180 58 | Belarus,-125387,57574,23022,10001,47114,-6309,-63057,56146,-6382,63933,120535 59 | Belgium,71911,86168,39275,70243,13460,44794,115391,67177,247560,267204,269998 60 | Belize,-2418,-2957,-10665,-13542,-5332,-5404,-9011,11909,5797,8722,7594 61 | Benin,-24295,-23742,-24845,-19393,-10848,-8723,105000,-29287,98831,50000,-10000 62 | Bhutan,5000,10000,20000,15000,797,1595,-85887,143,34976,16829,10000 63 | Bolivia,-34003,-37001,-42998,-60007,-87002,-106998,-90997,-83002,-89995,-84003,-61794 64 | Bosnia and Herzegovina,-50002,-99999,-74999,-74999,-29999,-56374,-748374,-160020,34820,3677,-2506 65 | Botswana,-15000,-6020,2326,14845,601,5803,17864,24546,21278,18730,20000 66 | Brazil,0,0,0,0,0,0,0,0,0,0,15924 67 | Brunei Darussalam,5209,10747,8005,5624,1827,243,1346,1852,2294,2441,2102 68 | Bulgaria,-1437,-6423,-43396,-94868,-22346,-184143,-356464,-106602,-83002,-83002,-50000 69 | Burkina Faso,-144723,-144723,-170263,-217400,-217400,-183699,-150001,-137499,-125000,-125000,-125000 70 | Burundi,-84989,-57900,-260594,-150288,-86002,-44320,-250000,-404999,112532,163733,40000 71 | Cabo Verde,-1167,4267,-34907,-27982,-20313,-27757,-6376,-2438,-9859,-25866,-11052 72 | Cambodia,0,-225001,-125000,-84999,-88854,-78022,409414,348495,-35156,-295987,-149999 73 | Cameroon,0,-1000,-2500,-8000,-55000,-65000,-80000,-80000,-90000,-90000,-60000 74 | Canada,178066,608528,771526,438027,376129,875013,698764,761611,1026702,1229905,1175863 75 | Central African Republic,11930,13145,-20075,-1000,40165,-40982,37392,11293,-45000,5000,10000 76 | Chad,-5000,-40950,-49050,-175500,-131245,1418,-10374,69444,218966,70000,100000 77 | Channel Islands,2934,3880,4250,1726,5380,6085,2120,3778,4592,4479,3654 78 | Chile,-33751,-42595,-51769,-50998,-37305,7909,62545,71640,93789,139345,201289 79 | China,-1058832,-12737,-1113125,-428313,-258072,-154256,-823657,-507000,-2144051,-2202103,-1800000 80 | Colombia,-253998,-281000,-289998,-286998,-273997,-254001,-223998,-190000,-159003,-143000,-144998 81 | Comoros,-8491,-5500,-5500,10000,-4500,-4500,-3000,-6000,-10000,-10000,-10000 82 | "Congo, Dem. Rep.",122650,241910,27450,100685,-446860,74515,1202404,-1006384,-241564,-43426,-95920 83 | "Congo, Rep.",0,500,6945,-7408,2097,1915,15531,35300,-13257,49872,-60000 84 | Costa Rica,7905,7827,12638,17425,18876,17417,69202,89527,41792,30339,19658 85 | Cote d'Ivoire,200000,300000,400000,420000,430000,325000,375000,180000,-370000,-220000,50000 86 | Croatia,1854,-1225,-18403,18681,54369,26145,-143579,-188129,-2580,-22532,-20000 87 | Cuba,-205000,-250000,-190000,-160000,-270000,-69999,-120006,-163997,-149998,-193998,-79999 88 | Curacao,-7752,-4526,-5000,-13251,-8464,-14547,-11517,-17077,-6070,15363,5710 89 | Cyprus,-43025,-7843,3053,-1215,-27634,17167,43195,53260,61830,44166,35000 90 | Czech Republic,24999,-129099,9999,9999,-52946,5671,29999,46002,47402,250889,29999 91 | Denmark,2256,21866,23256,14925,9319,32839,65466,74568,46306,87989,96839 92 | Djibouti,18000,25000,34997,91193,9999,89998,-15000,-16501,-18151,-19965,-15996 93 | Dominican Republic,-43490,-56172,-70824,-87098,-118102,-134470,-144154,-150146,-152553,-153773,-153010 94 | Ecuador,-9002,-5500,-5499,-7198,-14001,-16998,-19000,-69999,-120002,-44999,-38001 95 | "Egypt, Arab Rep.",-50100,-239700,-546796,-563569,-389781,-205428,-452508,-204143,-67708,-279228,-215681 96 | El Salvador,-24031,-44306,-90977,-164230,-231749,-256685,-265152,-326853,-312786,-285671,-240415 97 | Equatorial Guinea,0,0,-70000,-30000,65000,15000,15000,20000,25000,20000,20000 98 | Eritrea,6997,4999,10000,10000,10000,-40000,-400002,-70000,110001,-160001,-160001 99 | Estonia,43228,41204,30581,30510,25900,15497,-111876,-1197,-18406,-15151,-11850 100 | Ethiopia,-19999,-42182,-59597,-2024797,250001,780074,1445274,-155577,-83182,-50132,-60001 101 | Fiji,2451,-9567,-12506,-20709,-11628,-66875,-35796,-42260,-61797,-28754,-28720 102 | Finland,-64984,-97937,28880,-29377,26181,18268,47223,22154,31935,71143,107409 103 | France,1466682,416217,805181,146855,268131,481869,303416,188966,739395,480787,331555 104 | French Polynesia,3190,3344,4388,3844,3650,241,-4324,3483,77,-3463,-500 105 | Gabon,9410,16188,2999,4999,4999,4999,4999,9566,9566,9566,5000 106 | "Gambia, The",-3232,118,9392,-3380,19475,48392,-14801,-26418,-13742,-13742,-13476 107 | Georgia,51113,24146,-32156,-78920,-18616,-61577,-544069,-390036,-309021,-289534,-296323 108 | Germany,666962,917575,714153,288662,23,1710683,3232654,744288,1217,31640,1249998 109 | Ghana,0,-361999,-164002,-563999,206001,-30003,-16285,-112636,165518,189259,-49999 110 | Greece,-145243,-99122,10771,330211,114020,158887,464636,297431,113586,80157,-136299 111 | Grenada,-8968,-9319,-11426,-12867,-288,-15001,-3923,-4912,-4132,-4274,-4274 112 | Guam,-2905,-1442,-2131,-1511,109,99,1739,-4116,-9556,-9776,0 113 | Guatemala,-19999,-40498,-81000,-180001,-220003,-250001,-260001,-280001,-199998,-132000,-120001 114 | Guinea,-13857,-18000,-275000,-353000,-38000,162450,800000,-246148,-368004,-55577,-10000 115 | Guinea-Bissau,-20000,-7230,-15000,-28000,-30000,-28000,-30000,-30000,-30000,-25000,-10000 116 | Guyana,2132,-43195,-52068,-53966,-121338,-134808,-76825,-54757,-58713,-34129,-27278 117 | Haiti,-51997,-58003,-88000,-97999,-124999,-135001,-140001,-144998,-139999,-138004,-150000 118 | Honduras,11000,-70000,-50000,-30000,-50002,-70001,-119999,-180003,-149999,-99997,-80000 119 | "Hong Kong SAR, China",224481,-177802,66508,401993,82471,160164,155840,550810,-41256,44716,150000 120 | Hungary,3984,-9921,-5948,51236,-119461,-99736,96796,78562,66163,95789,29999 121 | Iceland,-732,-2757,-1061,-3929,260,646,-1054,1994,3894,8041,-378 122 | India,-85382,-245182,2118323,1132181,483097,45147,-677938,-716900,-2206411,-2829378,-2598218 123 | Indonesia,-107486,-40261,-90360,-202747,-49566,-166738,-381823,-344962,-851310,-1116994,-700000 124 | "Iran, Islamic Rep.",-7838,51755,77633,419996,1969420,1344377,-2276004,615293,-70307,-549266,-300001 125 | Iraq,-1862,-6877,-8587,-47791,-199939,-630184,-154026,-17859,-266320,-457332,548666 126 | Ireland,-109734,-50860,37331,53058,-50745,-115193,-10648,83412,199949,198144,-140001 127 | Israel,208759,72440,165879,62546,2604,65418,456923,245334,102935,273635,19497 128 | Italy,-231607,-231781,19396,164927,266352,-10058,152825,223974,1624300,1006308,528269 129 | Jamaica,-147722,-168398,-103176,-112462,-80344,-158694,-109999,-90002,-91999,-94999,-97000 130 | Japan,209163,878290,457099,45014,212063,-628168,451392,16977,622058,445267,350000 131 | Jordan,35715,254352,-29706,-80758,81657,118198,401472,-188262,-93897,449998,229617 132 | Kazakhstan,691681,173343,-55461,-313630,-398259,-656091,-1511745,-1324984,44530,-35196,159807 133 | Kenya,-20000,-19535,-17915,-2930,3805,5023,221569,-21386,25144,-189330,-50000 134 | Kiribati,-1219,-1274,-1500,-2576,-3112,-766,-4598,-2977,-2039,-578,-2130 135 | "Korea, Dem. People’s Rep.",0,0,0,0,0,0,0,0,0,0,0 136 | "Korea, Rep.",-281388,-389118,-449729,-165179,317043,434981,-633048,-293082,229017,404715,300000 137 | Kuwait,153599,137534,109162,112656,95952,110759,-580898,98500,139000,522000,517500 138 | Kyrgyz Republic,116848,110071,34140,17954,-39988,-120200,-271590,-32705,-172911,-76604,-113963 139 | Lao PDR,76,30,46,-198756,-35110,138,-45184,-131254,-175100,-117700,-117700 140 | Latvia,76276,69482,54668,41271,39884,42002,-135622,-39042,-82692,-86168,-73442 141 | Lebanon,20000,-70002,-10000,-270000,-214381,-228040,90000,-29428,550110,183370,1250000 142 | Lesotho,-25000,-22400,-24048,-6538,-25760,-62682,-46345,-74427,-34493,-24418,-19998 143 | Liberia,7996,11013,10996,11949,0,-400000,-300000,450000,-50000,175585,-20000 144 | Libya,45891,48002,58665,57534,113380,5490,3965,8736,-11679,-82008,-501692 145 | Lithuania,24715,26314,37782,38815,43804,36863,-100301,-111160,-83738,-141659,-169529 146 | Luxembourg,8527,5918,15284,11846,2552,12831,20040,19940,14473,42279,48704 147 | "Macao SAR, China",19802,36083,-7003,-6011,32747,37411,18844,20203,29866,56322,35000 148 | "Macedonia, FYR",-40940,-28981,-61002,-14749,-72752,-98818,-133498,-4999,-15272,-4999,-4999 149 | Madagascar,0,-8000,-19000,-30000,-8000,-8000,-7000,-6000,-5000,-5000,-5000 150 | Malawi,-61928,-61928,-52404,-33348,-28605,913937,-899584,-36820,-36820,-36820,-30000 151 | Malaysia,80684,-18722,-31056,-6950,158020,435408,298812,397501,490830,652234,450000 152 | Maldives,-581,-2904,2415,0,0,-2605,-3072,-1100,-105,-53,-53 153 | Mali,-70243,-98235,-95585,-174998,-218064,-480652,-173489,-141950,-67110,-100823,-302449 154 | Malta,-26384,-12601,-9682,-4843,2880,1159,2893,4316,5760,13525,6252 155 | Mauritania,-1820,-2760,-5950,-9700,-16100,-30300,-14700,9900,30000,-20000,-20000 156 | Mauritius,-30869,-29156,-20463,-20617,-21632,-35977,-5611,-8858,-19372,-12079,0 157 | Mexico,-411004,-620001,-899999,-1212001,-1519000,-1535834,-1302868,-1844707,-2841190,-409596,-523585 158 | "Micronesia, Fed. Sts.",0,0,-7997,-548,0,-2461,-2234,-13618,-12850,-12132,-8192 159 | Moldova,100890,74449,55824,-26414,-9185,-84531,-131953,-165309,-12079,-47911,-9529 160 | Mongolia,0,0,0,0,0,0,-88432,-52463,-15001,-15001,-15001 161 | Montenegro,-2001,-53773,-2001,-7401,-2001,-29965,-20249,-21588,-7999,-3108,-2412 162 | Morocco,-240922,-477753,-497677,-293328,-320659,-418575,-466627,-559380,-694821,-577912,-310624 163 | Mozambique,-23500,-23500,-23500,87373,-373366,-1300000,650000,-50000,37504,-50000,-25000 164 | Myanmar,0,0,0,0,-54656,-200000,-699993,-537998,-1372688,-1466799,-474278 165 | Namibia,0,-870,-2825,-44585,-29139,74791,23492,35497,-50000,-50000,-1371 166 | Nepal,-70000,-21075,-5799,-41002,-101147,-216407,76064,-464703,-922843,-1023896,-372369 167 | Netherlands,11589,54636,179460,180718,79525,133845,220083,153553,144620,55674,110006 168 | New Caledonia,3347,1106,6442,-1222,-2085,475,4778,5571,4771,4234,5660 169 | New Zealand,42751,-2624,76678,-74794,-2908,-9418,118016,42584,134629,62413,7265 170 | Nicaragua,-14003,-18997,-37999,-58001,-110002,-150001,-120001,-145000,-173998,-155000,-135000 171 | Niger,-11545,-11545,-13763,-18138,-92946,-91917,-2679,24056,-28497,-28497,-28497 172 | Nigeria,1021,-43347,-38526,854649,-671640,-91407,-95769,-95027,-170000,-300000,-300000 173 | Norway,-2274,13867,29273,20728,24805,38715,46903,58773,67400,174001,235665 174 | Oman,-10000,-5000,25470,76409,81500,11169,93700,-207887,40452,185500,1211000 175 | Pakistan,-93268,-209978,-138106,700000,1345233,139790,-1128724,-728632,-896486,-1296372,-1081918 176 | Panama,-11928,-12692,-12288,-14077,-12704,-9395,1954,9797,16119,22244,28105 177 | Papua New Guinea,-4317,2993,-7352,-8243,0,0,0,0,0,0,0 178 | Paraguay,-70580,-65825,-58830,-46331,-21209,-17242,-31049,-43861,-46919,-117299,-86700 179 | Peru,-30000,-50003,-87999,-98998,-117998,-185001,-293999,-540001,-634999,-489999,-240000 180 | Philippines,364,-271845,-237734,-313636,-176673,-298756,-504878,-765620,-1097371,-1829034,-700000 181 | Poland,-10196,-143114,-170903,-106595,-81891,-458986,-240502,-243932,38050,5235,-73809 182 | Portugal,-547884,-701600,108187,198629,-66894,-147873,149122,173604,178353,127025,-140000 183 | Puerto Rico,-91587,-134255,-41031,-19579,-48420,-55192,-296,-30450,-145704,-138043,-103537 184 | Qatar,16337,20912,34368,28315,102097,57517,-22453,42840,185343,854839,363500 185 | Romania,-2001,-2001,-2001,-99999,-200000,-200000,-520001,-610000,-490472,-874406,-437201 186 | Russian Federation,-1394343,-550619,-290289,639801,1107000,906615,2519717,2308220,1735324,2157349,1117884 187 | Rwanda,-140001,20000,-20000,-20000,-50002,29999,-1347866,1210134,-72601,-75001,-75001 188 | Samoa,-1453,-5043,-13312,-17563,-17430,-18654,-13724,-17300,-15726,-15371,-12690 189 | Sao Tome and Principe,-9152,-744,-2509,-1221,-5999,-5999,-5599,-8293,-5599,-5599,-5599 190 | Saudi Arabia,125989,187007,491874,995676,1391626,590900,-25000,60187,945000,815000,850000 191 | Senegal,50002,86522,65586,-134783,-85108,-60291,-70008,-209864,-151131,-166051,-99996 192 | Seychelles,-851,-998,230,-200,-3099,-5295,625,-135,2513,-1111,-1551 193 | Sierra Leone,0,0,0,0,0,62745,-450000,-150000,500000,60000,-21000 194 | Singapore,428,-363,5889,14266,137811,119801,248927,255243,435595,449245,397936 195 | Slovak Republic,-26427,-57838,-15254,-9696,-34777,-35312,-15108,-2964,1199,9597,1199 196 | Slovenia,-22059,-14950,17942,34686,68363,32609,-17461,1487,14998,49624,4324 197 | Solomon Islands,2348,2188,2118,182,-1,-1832,-971,-677,-4898,-11896,-11868 198 | Somalia,-1046,1489,-6,1587565,-832045,-632286,-893365,-100004,-200000,-350000,-400000 199 | South Africa,115210,200939,231569,73316,175112,-133363,804595,158911,1072076,1402640,600000 200 | South Sudan,0,0,25000,60000,150000,-405000,-1076000,400000,432000,785000,865000 201 | Spain,-193807,-145936,96990,76903,-43291,-67671,319268,896019,2829228,2250005,-593069 202 | Sri Lanka,-47500,-38500,-145000,-237500,-395500,-137440,-255780,-461684,-449480,-520065,-484772 203 | St. Lucia,-9372,-7697,-9649,-8932,-8141,-4262,-4806,-948,-227,2850,40 204 | St. Vincent and the Grenadines,-9326,-10014,-8792,-7257,-7345,-7103,-8682,-7948,-5200,-5122,-5000 205 | Sudan,0,0,20000,180000,220000,150000,1350000,-490000,-430000,-500000,-800000 206 | Suriname,-11050,-13862,-56820,-40352,-31771,-4845,-3342,-2402,-22142,-5675,-5000 207 | Swaziland,-9908,-9472,-7872,-9472,-14496,17149,-38243,-12000,-46077,-6000,-6000 208 | Sweden,80351,130980,18798,88567,29799,134569,156460,58470,141723,262453,272626 209 | Switzerland,276181,92978,25185,-135365,81040,130857,247406,65218,186125,344872,382267 210 | Syrian Arab Republic,-16000,-16000,-81501,-161672,-87001,-146501,-70000,-130000,-379910,370000,-4029996 211 | Tajikistan,77739,34640,28954,-5749,-21870,-37962,-289263,-324793,-96542,-65435,-117382 212 | Tanzania,26997,36024,118989,-22250,37181,68208,591285,-205874,-295952,-265317,-199999 213 | Thailand,0,0,402578,287226,341913,513675,-807534,695804,1102862,-858537,100000 214 | Timor-Leste,670,864,2242,-93784,10300,-4850,-4186,-156056,12,-104946,-50004 215 | Togo,-77885,138923,-49999,-100000,50001,-20000,-95003,-30000,-9994,-9994,-9994 216 | Tonga,103,-3147,-7635,-7889,-12542,-10902,-11082,-8701,-8129,-8196,-8078 217 | Trinidad and Tobago,-57936,-61563,-29357,-30858,-34278,-45071,-31973,-32545,-13159,-11303,-5000 218 | Tunisia,-142495,-96523,-97065,-72068,85582,48999,140341,-36804,-139045,-32941,-32941 219 | Turkey,-259169,-319769,-314799,-367998,-77591,-150000,-200001,-149998,-100002,-50000,2000003 220 | Turkmenistan,36261,36429,31549,16341,-25116,-34319,43633,-60324,-114454,-57048,-25001 221 | Uganda,125200,53330,-240530,-166660,-115340,233366,119995,-45737,-5000,-135000,-150000 222 | Ukraine,454164,267629,209851,104383,189092,0,74421,-462264,-165445,235195,195000 223 | United Arab Emirates,37882,53823,245222,391216,175581,260931,326830,484452,1180000,3493000,405000 224 | United Kingdom,142563,-84853,106415,39119,-97495,98758,205443,498998,968350,1523939,900000 225 | United States,958657,1495165,2840495,3872811,3279260,3686097,4568941,8692337,5149157,5070253,5007887 226 | Uruguay,-6000,-34000,-136000,-60000,-30000,-30000,-20000,-26000,-104000,-50000,-30000 227 | Uzbekistan,308297,444080,444273,78675,-114387,-388436,-400002,-290000,-449997,-290000,-195001 228 | Vanuatu,67,-506,1439,245,-3312,-2801,-295,-7087,-502,1135,603 229 | "Venezuela, RB",18874,3172,892,1094,1373,891,-572,-2061,-7648,-28395,-69121 230 | Vietnam,0,0,0,-813123,-324942,-332327,-394236,-216001,-772336,-877681,-200002 231 | Virgin Islands (U.S.),10270,3245,9407,1961,-3492,-11156,-4618,-3936,-5272,-6191,-3604 232 | "Yemen, Rep.",-100000,-245662,-353000,-75000,-50000,-50000,672800,-100000,-100000,0,-50000 233 | Zambia,2500,-4245,26662,17573,58483,2822,-22952,79445,-93014,-124044,-34490 234 | Zimbabwe,-10001,-27996,-30360,-101516,141524,120505,-191803,-200000,-395554,-307650,-219922 235 | -------------------------------------------------------------------------------- /Real estate.csv: -------------------------------------------------------------------------------- 1 | No,X1 transaction date,X2 house age,X3 distance to the nearest MRT station,X4 number of convenience stores,X5 latitude,X6 longitude,Y house price of unit area 2 | 1,2012.917,32,84.87882,10,24.98298,121.54024,37.9 3 | 2,2012.917,19.5,306.5947,9,24.98034,121.53951,42.2 4 | 3,2013.583,13.3,561.9845,5,24.98746,121.54391,47.3 5 | 4,2013.500,13.3,561.9845,5,24.98746,121.54391,54.8 6 | 5,2012.833,5,390.5684,5,24.97937,121.54245,43.1 7 | 6,2012.667,7.1,2175.03,3,24.96305,121.51254,32.1 8 | 7,2012.667,34.5,623.4731,7,24.97933,121.53642,40.3 9 | 8,2013.417,20.3,287.6025,6,24.98042,121.54228,46.7 10 | 9,2013.500,31.7,5512.038,1,24.95095,121.48458,18.8 11 | 10,2013.417,17.9,1783.18,3,24.96731,121.51486,22.1 12 | 11,2013.083,34.8,405.2134,1,24.97349,121.53372,41.4 13 | 12,2013.333,6.3,90.45606,9,24.97433,121.5431,58.1 14 | 13,2012.917,13,492.2313,5,24.96515,121.53737,39.3 15 | 14,2012.667,20.4,2469.645,4,24.96108,121.51046,23.8 16 | 15,2013.500,13.2,1164.838,4,24.99156,121.53406,34.3 17 | 16,2013.583,35.7,579.2083,2,24.9824,121.54619,50.5 18 | 17,2013.250,0,292.9978,6,24.97744,121.54458,70.1 19 | 18,2012.750,17.7,350.8515,1,24.97544,121.53119,37.4 20 | 19,2013.417,16.9,368.1363,8,24.9675,121.54451,42.3 21 | 20,2012.667,1.5,23.38284,7,24.96772,121.54102,47.7 22 | 21,2013.417,4.5,2275.877,3,24.96314,121.51151,29.3 23 | 22,2013.417,10.5,279.1726,7,24.97528,121.54541,51.6 24 | 23,2012.917,14.7,1360.139,1,24.95204,121.54842,24.6 25 | 24,2013.083,10.1,279.1726,7,24.97528,121.54541,47.9 26 | 25,2013.000,39.6,480.6977,4,24.97353,121.53885,38.8 27 | 26,2013.083,29.3,1487.868,2,24.97542,121.51726,27 28 | 27,2012.667,3.1,383.8624,5,24.98085,121.54391,56.2 29 | 28,2013.250,10.4,276.449,5,24.95593,121.53913,33.6 30 | 29,2013.500,19.2,557.478,4,24.97419,121.53797,47 31 | 30,2013.083,7.1,451.2438,5,24.97563,121.54694,57.1 32 | 31,2013.500,25.9,4519.69,0,24.94826,121.49587,22.1 33 | 32,2012.750,29.6,769.4034,7,24.98281,121.53408,25 34 | 33,2012.750,37.9,488.5727,1,24.97349,121.53451,34.2 35 | 34,2013.250,16.5,323.655,6,24.97841,121.54281,49.3 36 | 35,2012.750,15.4,205.367,7,24.98419,121.54243,55.1 37 | 36,2013.500,13.9,4079.418,0,25.01459,121.51816,27.3 38 | 37,2012.917,14.7,1935.009,2,24.96386,121.51458,22.9 39 | 38,2013.167,12,1360.139,1,24.95204,121.54842,25.3 40 | 39,2012.667,3.1,577.9615,6,24.97201,121.54722,47.7 41 | 40,2013.167,16.2,289.3248,5,24.98203,121.54348,46.2 42 | 41,2013.000,13.6,4082.015,0,24.94155,121.50381,15.9 43 | 42,2013.500,16.8,4066.587,0,24.94297,121.50342,18.2 44 | 43,2013.417,36.1,519.4617,5,24.96305,121.53758,34.7 45 | 44,2012.750,34.4,512.7871,6,24.98748,121.54301,34.1 46 | 45,2013.583,2.7,533.4762,4,24.97445,121.54765,53.9 47 | 46,2013.083,36.6,488.8193,8,24.97015,121.54494,38.3 48 | 47,2013.417,21.7,463.9623,9,24.9703,121.54458,42 49 | 48,2013.583,35.9,640.7391,3,24.97563,121.53715,61.5 50 | 49,2013.417,24.2,4605.749,0,24.94684,121.49578,13.4 51 | 50,2012.667,29.4,4510.359,1,24.94925,121.49542,13.2 52 | 51,2013.417,21.7,512.5487,4,24.974,121.53842,44.2 53 | 52,2013.083,31.3,1758.406,1,24.95402,121.55282,20.7 54 | 53,2013.583,32.1,1438.579,3,24.97419,121.5175,27 55 | 54,2013.083,13.3,492.2313,5,24.96515,121.53737,38.9 56 | 55,2013.083,16.1,289.3248,5,24.98203,121.54348,51.7 57 | 56,2012.833,31.7,1160.632,0,24.94968,121.53009,13.7 58 | 57,2013.417,33.6,371.2495,8,24.97254,121.54059,41.9 59 | 58,2012.917,3.5,56.47425,7,24.95744,121.53711,53.5 60 | 59,2013.500,30.3,4510.359,1,24.94925,121.49542,22.6 61 | 60,2013.083,13.3,336.0532,5,24.95776,121.53438,42.4 62 | 61,2013.417,11,1931.207,2,24.96365,121.51471,21.3 63 | 62,2013.500,5.3,259.6607,6,24.97585,121.54516,63.2 64 | 63,2012.917,17.2,2175.877,3,24.96303,121.51254,27.7 65 | 64,2013.583,2.6,533.4762,4,24.97445,121.54765,55 66 | 65,2013.333,17.5,995.7554,0,24.96305,121.54915,25.3 67 | 66,2013.417,40.1,123.7429,8,24.97635,121.54329,44.3 68 | 67,2013.000,1,193.5845,6,24.96571,121.54089,50.7 69 | 68,2013.500,8.5,104.8101,5,24.96674,121.54067,56.8 70 | 69,2013.417,30.4,464.223,6,24.97964,121.53805,36.2 71 | 70,2012.833,12.5,561.9845,5,24.98746,121.54391,42 72 | 71,2013.583,6.6,90.45606,9,24.97433,121.5431,59 73 | 72,2013.083,35.5,640.7391,3,24.97563,121.53715,40.8 74 | 73,2013.583,32.5,424.5442,8,24.97587,121.53913,36.3 75 | 74,2013.167,13.8,4082.015,0,24.94155,121.50381,20 76 | 75,2012.917,6.8,379.5575,10,24.98343,121.53762,54.4 77 | 76,2013.500,12.3,1360.139,1,24.95204,121.54842,29.5 78 | 77,2013.583,35.9,616.4004,3,24.97723,121.53767,36.8 79 | 78,2012.833,20.5,2185.128,3,24.96322,121.51237,25.6 80 | 79,2012.917,38.2,552.4371,2,24.97598,121.53381,29.8 81 | 80,2013.000,18,1414.837,1,24.95182,121.54887,26.5 82 | 81,2013.500,11.8,533.4762,4,24.97445,121.54765,40.3 83 | 82,2013.000,30.8,377.7956,6,24.96427,121.53964,36.8 84 | 83,2013.083,13.2,150.9347,7,24.96725,121.54252,48.1 85 | 84,2012.917,25.3,2707.392,3,24.96056,121.50831,17.7 86 | 85,2013.083,15.1,383.2805,7,24.96735,121.54464,43.7 87 | 86,2012.750,0,338.9679,9,24.96853,121.54413,50.8 88 | 87,2012.833,1.8,1455.798,1,24.9512,121.549,27 89 | 88,2013.583,16.9,4066.587,0,24.94297,121.50342,18.3 90 | 89,2012.917,8.9,1406.43,0,24.98573,121.52758,48 91 | 90,2013.500,23,3947.945,0,24.94783,121.50243,25.3 92 | 91,2012.833,0,274.0144,1,24.9748,121.53059,45.4 93 | 92,2013.250,9.1,1402.016,0,24.98569,121.5276,43.2 94 | 93,2012.917,20.6,2469.645,4,24.96108,121.51046,21.8 95 | 94,2012.917,31.9,1146.329,0,24.9492,121.53076,16.1 96 | 95,2012.917,40.9,167.5989,5,24.9663,121.54026,41 97 | 96,2012.917,8,104.8101,5,24.96674,121.54067,51.8 98 | 97,2013.417,6.4,90.45606,9,24.97433,121.5431,59.5 99 | 98,2013.083,28.4,617.4424,3,24.97746,121.53299,34.6 100 | 99,2013.417,16.4,289.3248,5,24.98203,121.54348,51 101 | 100,2013.417,6.4,90.45606,9,24.97433,121.5431,62.2 102 | 101,2013.500,17.5,964.7496,4,24.98872,121.53411,38.2 103 | 102,2012.833,12.7,170.1289,1,24.97371,121.52984,32.9 104 | 103,2013.083,1.1,193.5845,6,24.96571,121.54089,54.4 105 | 104,2012.750,0,208.3905,6,24.95618,121.53844,45.7 106 | 105,2012.667,32.7,392.4459,6,24.96398,121.5425,30.5 107 | 106,2012.833,0,292.9978,6,24.97744,121.54458,71 108 | 107,2013.083,17.2,189.5181,8,24.97707,121.54308,47.1 109 | 108,2013.333,12.2,1360.139,1,24.95204,121.54842,26.6 110 | 109,2013.417,31.4,592.5006,2,24.9726,121.53561,34.1 111 | 110,2013.583,4,2147.376,3,24.96299,121.51284,28.4 112 | 111,2013.083,8.1,104.8101,5,24.96674,121.54067,51.6 113 | 112,2013.583,33.3,196.6172,7,24.97701,121.54224,39.4 114 | 113,2013.417,9.9,2102.427,3,24.96044,121.51462,23.1 115 | 114,2013.333,14.8,393.2606,6,24.96172,121.53812,7.6 116 | 115,2012.667,30.6,143.8383,8,24.98155,121.54142,53.3 117 | 116,2013.083,20.6,737.9161,2,24.98092,121.54739,46.4 118 | 117,2013.000,30.9,6396.283,1,24.94375,121.47883,12.2 119 | 118,2013.000,13.6,4197.349,0,24.93885,121.50383,13 120 | 119,2013.500,25.3,1583.722,3,24.96622,121.51709,30.6 121 | 120,2013.500,16.6,289.3248,5,24.98203,121.54348,59.6 122 | 121,2013.167,13.3,492.2313,5,24.96515,121.53737,31.3 123 | 122,2013.500,13.6,492.2313,5,24.96515,121.53737,48 124 | 123,2013.250,31.5,414.9476,4,24.98199,121.54464,32.5 125 | 124,2013.417,0,185.4296,0,24.9711,121.5317,45.5 126 | 125,2012.917,9.9,279.1726,7,24.97528,121.54541,57.4 127 | 126,2013.167,1.1,193.5845,6,24.96571,121.54089,48.6 128 | 127,2013.083,38.6,804.6897,4,24.97838,121.53477,62.9 129 | 128,2013.250,3.8,383.8624,5,24.98085,121.54391,55 130 | 129,2013.083,41.3,124.9912,6,24.96674,121.54039,60.7 131 | 130,2013.417,38.5,216.8329,7,24.98086,121.54162,41 132 | 131,2013.250,29.6,535.527,8,24.98092,121.53653,37.5 133 | 132,2013.500,4,2147.376,3,24.96299,121.51284,30.7 134 | 133,2013.167,26.6,482.7581,5,24.97433,121.53863,37.5 135 | 134,2012.833,18,373.3937,8,24.9866,121.54082,39.5 136 | 135,2012.667,33.4,186.9686,6,24.96604,121.54211,42.2 137 | 136,2012.917,18.9,1009.235,0,24.96357,121.54951,20.8 138 | 137,2012.750,11.4,390.5684,5,24.97937,121.54245,46.8 139 | 138,2013.500,13.6,319.0708,6,24.96495,121.54277,47.4 140 | 139,2013.167,10,942.4664,0,24.97843,121.52406,43.5 141 | 140,2012.667,12.9,492.2313,5,24.96515,121.53737,42.5 142 | 141,2013.250,16.2,289.3248,5,24.98203,121.54348,51.4 143 | 142,2013.333,5.1,1559.827,3,24.97213,121.51627,28.9 144 | 143,2013.417,19.8,640.6071,5,24.97017,121.54647,37.5 145 | 144,2013.500,13.6,492.2313,5,24.96515,121.53737,40.1 146 | 145,2013.083,11.9,1360.139,1,24.95204,121.54842,28.4 147 | 146,2012.917,2.1,451.2438,5,24.97563,121.54694,45.5 148 | 147,2012.750,0,185.4296,0,24.9711,121.5317,52.2 149 | 148,2012.750,3.2,489.8821,8,24.97017,121.54494,43.2 150 | 149,2013.500,16.4,3780.59,0,24.93293,121.51203,45.1 151 | 150,2012.667,34.9,179.4538,8,24.97349,121.54245,39.7 152 | 151,2013.250,35.8,170.7311,7,24.96719,121.54269,48.5 153 | 152,2013.500,4.9,387.7721,9,24.98118,121.53788,44.7 154 | 153,2013.333,12,1360.139,1,24.95204,121.54842,28.9 155 | 154,2013.250,6.5,376.1709,6,24.95418,121.53713,40.9 156 | 155,2013.500,16.9,4066.587,0,24.94297,121.50342,20.7 157 | 156,2013.167,13.8,4082.015,0,24.94155,121.50381,15.6 158 | 157,2013.583,30.7,1264.73,0,24.94883,121.52954,18.3 159 | 158,2013.250,16.1,815.9314,4,24.97886,121.53464,35.6 160 | 159,2013.000,11.6,390.5684,5,24.97937,121.54245,39.4 161 | 160,2012.667,15.5,815.9314,4,24.97886,121.53464,37.4 162 | 161,2012.917,3.5,49.66105,8,24.95836,121.53756,57.8 163 | 162,2013.417,19.2,616.4004,3,24.97723,121.53767,39.6 164 | 163,2012.750,16,4066.587,0,24.94297,121.50342,11.6 165 | 164,2013.500,8.5,104.8101,5,24.96674,121.54067,55.5 166 | 165,2012.833,0,185.4296,0,24.9711,121.5317,55.2 167 | 166,2012.917,13.7,1236.564,1,24.97694,121.55391,30.6 168 | 167,2013.417,0,292.9978,6,24.97744,121.54458,73.6 169 | 168,2013.417,28.2,330.0854,8,24.97408,121.54011,43.4 170 | 169,2013.083,27.6,515.1122,5,24.96299,121.5432,37.4 171 | 170,2013.417,8.4,1962.628,1,24.95468,121.55481,23.5 172 | 171,2013.333,24,4527.687,0,24.94741,121.49628,14.4 173 | 172,2013.083,3.6,383.8624,5,24.98085,121.54391,58.8 174 | 173,2013.583,6.6,90.45606,9,24.97433,121.5431,58.1 175 | 174,2013.083,41.3,401.8807,4,24.98326,121.5446,35.1 176 | 175,2013.417,4.3,432.0385,7,24.9805,121.53778,45.2 177 | 176,2013.083,30.2,472.1745,3,24.97005,121.53758,36.5 178 | 177,2012.833,13.9,4573.779,0,24.94867,121.49507,19.2 179 | 178,2013.083,33,181.0766,9,24.97697,121.54262,42 180 | 179,2013.500,13.1,1144.436,4,24.99176,121.53456,36.7 181 | 180,2013.083,14,438.8513,1,24.97493,121.5273,42.6 182 | 181,2012.667,26.9,4449.27,0,24.94898,121.49621,15.5 183 | 182,2013.167,11.6,201.8939,8,24.98489,121.54121,55.9 184 | 183,2013.500,13.5,2147.376,3,24.96299,121.51284,23.6 185 | 184,2013.500,17,4082.015,0,24.94155,121.50381,18.8 186 | 185,2012.750,14.1,2615.465,0,24.95495,121.56174,21.8 187 | 186,2012.750,31.4,1447.286,3,24.97285,121.5173,21.5 188 | 187,2013.167,20.9,2185.128,3,24.96322,121.51237,25.7 189 | 188,2013.000,8.9,3078.176,0,24.95464,121.56627,22 190 | 189,2012.917,34.8,190.0392,8,24.97707,121.54312,44.3 191 | 190,2012.917,16.3,4066.587,0,24.94297,121.50342,20.5 192 | 191,2013.500,35.3,616.5735,8,24.97945,121.53642,42.3 193 | 192,2013.167,13.2,750.0704,2,24.97371,121.54951,37.8 194 | 193,2013.167,43.8,57.58945,7,24.9675,121.54069,42.7 195 | 194,2013.417,9.7,421.479,5,24.98246,121.54477,49.3 196 | 195,2013.500,15.2,3771.895,0,24.93363,121.51158,29.3 197 | 196,2013.333,15.2,461.1016,5,24.95425,121.5399,34.6 198 | 197,2013.000,22.8,707.9067,2,24.981,121.54713,36.6 199 | 198,2013.250,34.4,126.7286,8,24.96881,121.54089,48.2 200 | 199,2013.083,34,157.6052,7,24.96628,121.54196,39.1 201 | 200,2013.417,18.2,451.6419,8,24.96945,121.5449,31.6 202 | 201,2013.417,17.4,995.7554,0,24.96305,121.54915,25.5 203 | 202,2013.417,13.1,561.9845,5,24.98746,121.54391,45.9 204 | 203,2012.917,38.3,642.6985,3,24.97559,121.53713,31.5 205 | 204,2012.667,15.6,289.3248,5,24.98203,121.54348,46.1 206 | 205,2013.000,18,1414.837,1,24.95182,121.54887,26.6 207 | 206,2013.083,12.8,1449.722,3,24.97289,121.51728,21.4 208 | 207,2013.250,22.2,379.5575,10,24.98343,121.53762,44 209 | 208,2013.083,38.5,665.0636,3,24.97503,121.53692,34.2 210 | 209,2012.750,11.5,1360.139,1,24.95204,121.54842,26.2 211 | 210,2012.833,34.8,175.6294,8,24.97347,121.54271,40.9 212 | 211,2013.500,5.2,390.5684,5,24.97937,121.54245,52.2 213 | 212,2013.083,0,274.0144,1,24.9748,121.53059,43.5 214 | 213,2013.333,17.6,1805.665,2,24.98672,121.52091,31.1 215 | 214,2013.083,6.2,90.45606,9,24.97433,121.5431,58 216 | 215,2013.583,18.1,1783.18,3,24.96731,121.51486,20.9 217 | 216,2013.333,19.2,383.7129,8,24.972,121.54477,48.1 218 | 217,2013.250,37.8,590.9292,1,24.97153,121.53559,39.7 219 | 218,2012.917,28,372.6242,6,24.97838,121.54119,40.8 220 | 219,2013.417,13.6,492.2313,5,24.96515,121.53737,43.8 221 | 220,2012.750,29.3,529.7771,8,24.98102,121.53655,40.2 222 | 221,2013.333,37.2,186.5101,9,24.97703,121.54265,78.3 223 | 222,2013.333,9,1402.016,0,24.98569,121.5276,38.5 224 | 223,2013.583,30.6,431.1114,10,24.98123,121.53743,48.5 225 | 224,2013.250,9.1,1402.016,0,24.98569,121.5276,42.3 226 | 225,2013.333,34.5,324.9419,6,24.97814,121.5417,46 227 | 226,2013.250,1.1,193.5845,6,24.96571,121.54089,49 228 | 227,2013.000,16.5,4082.015,0,24.94155,121.50381,12.8 229 | 228,2012.917,32.4,265.0609,8,24.98059,121.53986,40.2 230 | 229,2013.417,11.9,3171.329,0,25.00115,121.51776,46.6 231 | 230,2013.583,31,1156.412,0,24.9489,121.53095,19 232 | 231,2013.500,4,2147.376,3,24.96299,121.51284,33.4 233 | 232,2012.833,16.2,4074.736,0,24.94235,121.50357,14.7 234 | 233,2012.917,27.1,4412.765,1,24.95032,121.49587,17.4 235 | 234,2013.333,39.7,333.3679,9,24.98016,121.53932,32.4 236 | 235,2013.250,8,2216.612,4,24.96007,121.51361,23.9 237 | 236,2012.750,12.9,250.631,7,24.96606,121.54297,39.3 238 | 237,2013.167,3.6,373.8389,10,24.98322,121.53765,61.9 239 | 238,2013.167,13,732.8528,0,24.97668,121.52518,39 240 | 239,2013.083,12.8,732.8528,0,24.97668,121.52518,40.6 241 | 240,2013.500,18.1,837.7233,0,24.96334,121.54767,29.7 242 | 241,2013.083,11,1712.632,2,24.96412,121.5167,28.8 243 | 242,2013.500,13.7,250.631,7,24.96606,121.54297,41.4 244 | 243,2012.833,2,2077.39,3,24.96357,121.51329,33.4 245 | 244,2013.417,32.8,204.1705,8,24.98236,121.53923,48.2 246 | 245,2013.083,4.8,1559.827,3,24.97213,121.51627,21.7 247 | 246,2013.417,7.5,639.6198,5,24.97258,121.54814,40.8 248 | 247,2013.417,16.4,389.8219,6,24.96412,121.54273,40.6 249 | 248,2013.333,21.7,1055.067,0,24.96211,121.54928,23.1 250 | 249,2013.000,19,1009.235,0,24.96357,121.54951,22.3 251 | 250,2012.833,18,6306.153,1,24.95743,121.47516,15 252 | 251,2013.167,39.2,424.7132,7,24.97429,121.53917,30 253 | 252,2012.917,31.7,1159.454,0,24.9496,121.53018,13.8 254 | 253,2012.833,5.9,90.45606,9,24.97433,121.5431,52.7 255 | 254,2012.667,30.4,1735.595,2,24.96464,121.51623,25.9 256 | 255,2012.667,1.1,329.9747,5,24.98254,121.54395,51.8 257 | 256,2013.417,31.5,5512.038,1,24.95095,121.48458,17.4 258 | 257,2012.667,14.6,339.2289,1,24.97519,121.53151,26.5 259 | 258,2013.250,17.3,444.1334,1,24.97501,121.5273,43.9 260 | 259,2013.417,0,292.9978,6,24.97744,121.54458,63.3 261 | 260,2013.083,17.7,837.7233,0,24.96334,121.54767,28.8 262 | 261,2013.250,17,1485.097,4,24.97073,121.517,30.7 263 | 262,2013.167,16.2,2288.011,3,24.95885,121.51359,24.4 264 | 263,2012.917,15.9,289.3248,5,24.98203,121.54348,53 265 | 264,2013.417,3.9,2147.376,3,24.96299,121.51284,31.7 266 | 265,2013.167,32.6,493.657,7,24.96968,121.54522,40.6 267 | 266,2012.833,15.7,815.9314,4,24.97886,121.53464,38.1 268 | 267,2013.250,17.8,1783.18,3,24.96731,121.51486,23.7 269 | 268,2012.833,34.7,482.7581,5,24.97433,121.53863,41.1 270 | 269,2013.417,17.2,390.5684,5,24.97937,121.54245,40.1 271 | 270,2013.000,17.6,837.7233,0,24.96334,121.54767,23 272 | 271,2013.333,10.8,252.5822,1,24.9746,121.53046,117.5 273 | 272,2012.917,17.7,451.6419,8,24.96945,121.5449,26.5 274 | 273,2012.750,13,492.2313,5,24.96515,121.53737,40.5 275 | 274,2013.417,13.2,170.1289,1,24.97371,121.52984,29.3 276 | 275,2013.167,27.5,394.0173,7,24.97305,121.53994,41 277 | 276,2012.667,1.5,23.38284,7,24.96772,121.54102,49.7 278 | 277,2013.000,19.1,461.1016,5,24.95425,121.5399,34 279 | 278,2013.417,21.2,2185.128,3,24.96322,121.51237,27.7 280 | 279,2012.750,0,208.3905,6,24.95618,121.53844,44 281 | 280,2013.417,2.6,1554.25,3,24.97026,121.51642,31.1 282 | 281,2013.250,2.3,184.3302,6,24.96581,121.54086,45.4 283 | 282,2013.333,4.7,387.7721,9,24.98118,121.53788,44.8 284 | 283,2012.917,2,1455.798,1,24.9512,121.549,25.6 285 | 284,2013.417,33.5,1978.671,2,24.98674,121.51844,23.5 286 | 285,2012.917,15,383.2805,7,24.96735,121.54464,34.4 287 | 286,2013.167,30.1,718.2937,3,24.97509,121.53644,55.3 288 | 287,2012.917,5.9,90.45606,9,24.97433,121.5431,56.3 289 | 288,2013.000,19.2,461.1016,5,24.95425,121.5399,32.9 290 | 289,2013.583,16.6,323.6912,6,24.97841,121.5428,51 291 | 290,2013.333,13.9,289.3248,5,24.98203,121.54348,44.5 292 | 291,2013.083,37.7,490.3446,0,24.97217,121.53471,37 293 | 292,2012.833,3.4,56.47425,7,24.95744,121.53711,54.4 294 | 293,2013.083,17.5,395.6747,5,24.95674,121.534,24.5 295 | 294,2012.667,12.6,383.2805,7,24.96735,121.54464,42.5 296 | 295,2013.500,26.4,335.5273,6,24.9796,121.5414,38.1 297 | 296,2013.167,18.2,2179.59,3,24.96299,121.51252,21.8 298 | 297,2012.750,12.5,1144.436,4,24.99176,121.53456,34.1 299 | 298,2012.833,34.9,567.0349,4,24.97003,121.5458,28.5 300 | 299,2013.333,16.7,4082.015,0,24.94155,121.50381,16.7 301 | 300,2013.167,33.2,121.7262,10,24.98178,121.54059,46.1 302 | 301,2013.083,2.5,156.2442,4,24.96696,121.53992,36.9 303 | 302,2012.750,38,461.7848,0,24.97229,121.53445,35.7 304 | 303,2013.500,16.5,2288.011,3,24.95885,121.51359,23.2 305 | 304,2013.500,38.3,439.7105,0,24.97161,121.53423,38.4 306 | 305,2013.417,20,1626.083,3,24.96622,121.51668,29.4 307 | 306,2013.083,16.2,289.3248,5,24.98203,121.54348,55 308 | 307,2013.500,14.4,169.9803,1,24.97369,121.52979,50.2 309 | 308,2012.833,10.3,3079.89,0,24.9546,121.56627,24.7 310 | 309,2013.417,16.4,289.3248,5,24.98203,121.54348,53 311 | 310,2013.250,30.3,1264.73,0,24.94883,121.52954,19.1 312 | 311,2013.583,16.4,1643.499,2,24.95394,121.55174,24.7 313 | 312,2013.167,21.3,537.7971,4,24.97425,121.53814,42.2 314 | 313,2013.583,35.4,318.5292,9,24.97071,121.54069,78 315 | 314,2013.333,8.3,104.8101,5,24.96674,121.54067,42.8 316 | 315,2013.250,3.7,577.9615,6,24.97201,121.54722,41.6 317 | 316,2013.083,15.6,1756.411,2,24.9832,121.51812,27.3 318 | 317,2013.250,13.3,250.631,7,24.96606,121.54297,42 319 | 318,2012.750,15.6,752.7669,2,24.97795,121.53451,37.5 320 | 319,2013.333,7.1,379.5575,10,24.98343,121.53762,49.8 321 | 320,2013.250,34.6,272.6783,5,24.95562,121.53872,26.9 322 | 321,2012.750,13.5,4197.349,0,24.93885,121.50383,18.6 323 | 322,2012.917,16.9,964.7496,4,24.98872,121.53411,37.7 324 | 323,2013.000,12.9,187.4823,1,24.97388,121.52981,33.1 325 | 324,2013.417,28.6,197.1338,6,24.97631,121.54436,42.5 326 | 325,2012.667,12.4,1712.632,2,24.96412,121.5167,31.3 327 | 326,2013.083,36.6,488.8193,8,24.97015,121.54494,38.1 328 | 327,2013.500,4.1,56.47425,7,24.95744,121.53711,62.1 329 | 328,2013.417,3.5,757.3377,3,24.97538,121.54971,36.7 330 | 329,2012.833,15.9,1497.713,3,24.97003,121.51696,23.6 331 | 330,2013.000,13.6,4197.349,0,24.93885,121.50383,19.2 332 | 331,2013.083,32,1156.777,0,24.94935,121.53046,12.8 333 | 332,2013.333,25.6,4519.69,0,24.94826,121.49587,15.6 334 | 333,2013.167,39.8,617.7134,2,24.97577,121.53475,39.6 335 | 334,2012.750,7.8,104.8101,5,24.96674,121.54067,38.4 336 | 335,2012.917,30,1013.341,5,24.99006,121.5346,22.8 337 | 336,2013.583,27.3,337.6016,6,24.96431,121.54063,36.5 338 | 337,2012.833,5.1,1867.233,2,24.98407,121.51748,35.6 339 | 338,2012.833,31.3,600.8604,5,24.96871,121.54651,30.9 340 | 339,2012.917,31.5,258.186,9,24.96867,121.54331,36.3 341 | 340,2013.333,1.7,329.9747,5,24.98254,121.54395,50.4 342 | 341,2013.333,33.6,270.8895,0,24.97281,121.53265,42.9 343 | 342,2013.000,13,750.0704,2,24.97371,121.54951,37 344 | 343,2012.667,5.7,90.45606,9,24.97433,121.5431,53.5 345 | 344,2013.000,33.5,563.2854,8,24.98223,121.53597,46.6 346 | 345,2013.500,34.6,3085.17,0,24.998,121.5155,41.2 347 | 346,2012.667,0,185.4296,0,24.9711,121.5317,37.9 348 | 347,2013.417,13.2,1712.632,2,24.96412,121.5167,30.8 349 | 348,2013.583,17.4,6488.021,1,24.95719,121.47353,11.2 350 | 349,2012.833,4.6,259.6607,6,24.97585,121.54516,53.7 351 | 350,2012.750,7.8,104.8101,5,24.96674,121.54067,47 352 | 351,2013.000,13.2,492.2313,5,24.96515,121.53737,42.3 353 | 352,2012.833,4,2180.245,3,24.96324,121.51241,28.6 354 | 353,2012.833,18.4,2674.961,3,24.96143,121.50827,25.7 355 | 354,2013.500,4.1,2147.376,3,24.96299,121.51284,31.3 356 | 355,2013.417,12.2,1360.139,1,24.95204,121.54842,30.1 357 | 356,2013.250,3.8,383.8624,5,24.98085,121.54391,60.7 358 | 357,2012.833,10.3,211.4473,1,24.97417,121.52999,45.3 359 | 358,2013.417,0,338.9679,9,24.96853,121.54413,44.9 360 | 359,2013.167,1.1,193.5845,6,24.96571,121.54089,45.1 361 | 360,2013.500,5.6,2408.993,0,24.95505,121.55964,24.7 362 | 361,2012.667,32.9,87.30222,10,24.983,121.54022,47.1 363 | 362,2013.083,41.4,281.205,8,24.97345,121.54093,63.3 364 | 363,2013.417,17.1,967.4,4,24.98872,121.53408,40 365 | 364,2013.500,32.3,109.9455,10,24.98182,121.54086,48 366 | 365,2013.417,35.3,614.1394,7,24.97913,121.53666,33.1 367 | 366,2012.917,17.3,2261.432,4,24.96182,121.51222,29.5 368 | 367,2012.750,14.2,1801.544,1,24.95153,121.55254,24.8 369 | 368,2012.833,15,1828.319,2,24.96464,121.51531,20.9 370 | 369,2013.417,18.2,350.8515,1,24.97544,121.53119,43.1 371 | 370,2012.667,20.2,2185.128,3,24.96322,121.51237,22.8 372 | 371,2012.750,15.9,289.3248,5,24.98203,121.54348,42.1 373 | 372,2013.500,4.1,312.8963,5,24.95591,121.53956,51.7 374 | 373,2013.000,33.9,157.6052,7,24.96628,121.54196,41.5 375 | 374,2013.083,0,274.0144,1,24.9748,121.53059,52.2 376 | 375,2013.250,5.4,390.5684,5,24.97937,121.54245,49.5 377 | 376,2013.250,21.7,1157.988,0,24.96165,121.55011,23.8 378 | 377,2013.417,14.7,1717.193,2,24.96447,121.51649,30.5 379 | 378,2013.333,3.9,49.66105,8,24.95836,121.53756,56.8 380 | 379,2013.333,37.3,587.8877,8,24.97077,121.54634,37.4 381 | 380,2013.333,0,292.9978,6,24.97744,121.54458,69.7 382 | 381,2013.333,14.1,289.3248,5,24.98203,121.54348,53.3 383 | 382,2013.417,8,132.5469,9,24.98298,121.53981,47.3 384 | 383,2013.000,16.3,3529.564,0,24.93207,121.51597,29.3 385 | 384,2012.667,29.1,506.1144,4,24.97845,121.53889,40.3 386 | 385,2012.750,16.1,4066.587,0,24.94297,121.50342,12.9 387 | 386,2013.000,18.3,82.88643,10,24.983,121.54026,46.6 388 | 387,2012.833,0,185.4296,0,24.9711,121.5317,55.3 389 | 388,2013.250,16.2,2103.555,3,24.96042,121.51462,25.6 390 | 389,2013.500,10.4,2251.938,4,24.95957,121.51353,27.3 391 | 390,2013.250,40.9,122.3619,8,24.96756,121.5423,67.7 392 | 391,2013.500,32.8,377.8302,9,24.97151,121.5435,38.6 393 | 392,2013.583,6.2,1939.749,1,24.95155,121.55387,31.3 394 | 393,2013.083,42.7,443.802,6,24.97927,121.53874,35.3 395 | 394,2013.000,16.9,967.4,4,24.98872,121.53408,40.3 396 | 395,2013.500,32.6,4136.271,1,24.95544,121.4963,24.7 397 | 396,2012.917,21.2,512.5487,4,24.974,121.53842,42.5 398 | 397,2012.667,37.1,918.6357,1,24.97198,121.55063,31.9 399 | 398,2013.417,13.1,1164.838,4,24.99156,121.53406,32.2 400 | 399,2013.417,14.7,1717.193,2,24.96447,121.51649,23 401 | 400,2012.917,12.7,170.1289,1,24.97371,121.52984,37.3 402 | 401,2013.250,26.8,482.7581,5,24.97433,121.53863,35.5 403 | 402,2013.083,7.6,2175.03,3,24.96305,121.51254,27.7 404 | 403,2012.833,12.7,187.4823,1,24.97388,121.52981,28.5 405 | 404,2012.667,30.9,161.942,9,24.98353,121.53966,39.7 406 | 405,2013.333,16.4,289.3248,5,24.98203,121.54348,41.2 407 | 406,2012.667,23,130.9945,6,24.95663,121.53765,37.2 408 | 407,2013.167,1.9,372.1386,7,24.97293,121.54026,40.5 409 | 408,2013.000,5.2,2408.993,0,24.95505,121.55964,22.3 410 | 409,2013.417,18.5,2175.744,3,24.9633,121.51243,28.1 411 | 410,2013.000,13.7,4082.015,0,24.94155,121.50381,15.4 412 | 411,2012.667,5.6,90.45606,9,24.97433,121.5431,50 413 | 412,2013.250,18.8,390.9696,7,24.97923,121.53986,40.6 414 | 413,2013.000,8.1,104.8101,5,24.96674,121.54067,52.5 415 | 414,2013.500,6.5,90.45606,9,24.97433,121.5431,63.9 416 | --------------------------------------------------------------------------------