library(dslabs)
library(readr)
library(dplyr)##
## Adjuntando el paquete: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union#base datos externa https://www.kaggle.com/datasets/thebumpkin/1980s-classic
bd_ana<-read.csv('1980sClassics.csv')print(bd_ana)## Track
## 1 Babe
## 2 The Rose
## 3 Cars
## 4 Magic
## 5 We Don’t Talk Anymore
## 6 Desire
## 7 Real Love
## 8 Rock With You
## 9 Sara
## 10 Upside Down
## 11 Escape (THE Piña Colada Song)
## 12 Him
## 13 Lady
## 14 It’s Still Rock And Roll To Me
## 15 On The Radio
## 16 Still
## 17 Another One Bites The Dust
## 18 Longer
## 19 Please Don’t Go
## 20 All Out Of Love
## 21 Call Me
## 22 Crazy Little Thing Called Love
## 23 Daydream Believer
## 24 Cruisin’
## 25 Dreaming
## 26 More Love
## 27 This Is It
## 28 Woman In Love
## 29 Fire Lake
## 30 Sailing
## 31 Against The Wind
## 32 Biggest Part Of Me
## 33 Do That To Me One More Time
## 34 I Can’t Tell You Why
## 35 Ride Like The Wind
## 36 Coward Of The County
## 37 How Do I Make You
## 38 Jane
## 39 Off The Wall
## 40 Shining Star
## 41 The Wanderer
## 42 Don’t Do Me Like That
## 43 Give Me The Night
## 44 Lost In Love
## 45 You May Be Right
## 46 Fame
## 47 Hurt So Bad
## 48 Coming Up
## 49 Funkytown
## 50 Ladies’ Night
## 51 Master Blaster (JAMMIN’)
## 52 Stomp!
## 53 Let My Love Open The Door
## 54 One Fine Day
## 55 Steal Away
## 56 The Long Run
## 57 Cool Change
## 58 Into The Night
## 59 She’s Out Of My Life
## 60 Drivin’ My Life Away
## 61 Head Games
## 62 I Wanna Be Your Lover
## 63 Lookin’ For Love
## 64 Late In The Evening
## 65 Little Jeannie
## 66 Sexy Eyes
## 67 Too Hot
## 68 Yes, I’m Ready
## 69 Emotional Rescue
## 70 He’s So Shy
## 71 The Second Time Around
## 72 Working My Way Back To You/Forgive Me, Girl
## 73 Xanadu
## 74 Look What You’ve Done To Me
## 75 Jesse
## 76 All Over The World
## 77 An American Dream
## 78 Tired Of Toein’ The Line
## 79 Better Love Next Time
## 80 Hot Rod Hearts
## 81 No More Tears (ENOUGH Is Enough)
## 82 Let Me Love You Tonight
## 83 Hold On To My Love
## 84 I’m Alright
## 85 Let’s Get Serious
## 86 Breakdown Dead Ahead
## 87 With You I’m Born Again
## 88 Send One Your Love
## 89 Cupid/I’ve Loved You For A Long Time
## 90 Special Lady
## 91 Never Knew Love Like This Before
## 92 Take Your Time (DO It Right)
## 93 You’re Only Lonely
## 94 Pilot Of The Airwaves
## 95 Another Brick In The Wall, Part Ii
## 96 Romeo’s Tune
## 97 I’m Coming Out (#5*)
## 98 Brass In Pocket (I’M Special)
## 99 Don’t Fall In Love With A Dreamer
## 100 You’re The Only Woman (YOU & I)
## 101 Together
## 102 I Love You
## 103 Time
## 104 Woman
## 105 You Make My Dreams
## 106 Elvira
## 107 Guilty
## 108 Passion
## 109 America
## 110 9 To 5
## 111 Hearts
## 112 Start Me Up
## 113 Bette Davis Eyes
## 114 Physical
## 115 Lady
## 116 Keep On Loving You
## 117 Slow Hand
## 118 The Winner Takes It All
## 119 Crying
## 120 De Do Do Do, De Da Da Da
## 121 Just The Two Of Us
## 122 Another One Bites The Dust
## 123 Hungry Heart
## 124 Rapture
## 125 Hit Me With Your Best Shot
## 126 Waiting For A Girl Like You
## 127 Celebration
## 128 Hold On Tight
## 129 Private Eyes
## 130 Sweetheart
## 131 Take It On The Run
## 132 Time Is Time
## 133 Here I Am (JUST When I Thought I Was Over You)
## 134 Angel Of The Morning
## 135 Every Woman In The World
## 136 Hey Nineteen
## 137 I Love A Rainy Night
## 138 Kiss On My List
## 139 Stop Draggin’ My Heart Around
## 140 Morning Train (NINE To Five)
## 141 Tell It Like It Is
## 142 The One That You Love
## 143 Urgent
## 144 For Your Eyes Only
## 145 Step By Step
## 146 Master Blaster (JAMMIN’)
## 147 Too Much Time On My Hands
## 148 I Don’t Need You
## 149 Queen Of Hearts
## 150 (JUST Like) Starting Over
## 151 Ain’t Even Done With The Night
## 152 Cool Love
## 153 Endless Love
## 154 Hard To Say
## 155 Watching The Wheels
## 156 Lady (YOU Bring Me Up)
## 157 The Tide Is High
## 158 Being With You
## 159 What Kind Of Fool
## 160 While You See A Chance
## 161 All Those Years Ago
## 162 The Best Of Times
## 163 I Can’t Stand It
## 164 More Than I Can Say
## 165 A Woman Needs Love (JUST Like You Do)
## 166 Her Town Too
## 167 Living Inside Myself
## 168 Hello Again
## 169 How ‘BOUT Us
## 170 The Night Owls
## 171 A Little In Love
## 172 Love On The Rocks
## 173 This Little Girl
## 174 When She Was My Girl
## 175 Miss Sun
## 176 Sukiyaki
## 177 I Made It Through The Rain
## 178 Somebody’s Knockin’
## 179 Tryin’ To Live My Life Without You (LIVE)
## 180 Same Old Lang Syne
## 181 Gemini Dream
## 182 Share Your Love With Me
## 183 Giving It Up For Your Love
## 184 I Ain’t Gonna Stand For It
## 185 The Boy From New York City
## 186 It’s My Turn
## 187 Theme From Hill Street Blues
## 188 What Are We Doin’ In Love
## 189 Who’s Crying Now
## 190 Jessie’s Girl
## 191 Theme From The Greatest American Hero (BELIEVE It Or Not)
## 192 Stars On 45 Medley
## 193 (THERE’S) No Gettin’ Over Me
## 194 The Beach Boys Medley
## 195 Don’t Stand So Close To Me
## 196 We’re In This Love Together
## 197 Super Freak (PART 1)
## 198 I’ve Done Everything For You
## 199 The Breakup Song (THEY Don’t Write ‘EM)
## 200 Arthur’s Theme (BEST That You Can Do)
## 201 Do I Do
## 202 Trouble
## 203 Tainted Love
## 204 I Love Rock ‘N Roll
## 205 Oh, Pretty Woman
## 206 Heart Attack
## 207 Mirror Mirror
## 208 Open Arms
## 209 Physical
## 210 Eye Of The Tiger
## 211 Sweet Dreams
## 212 Who Can It Be Now?
## 213 Hold Me
## 214 Jack & Diane
## 215 The Other Woman
## 216 Oh No
## 217 Rosanna
## 218 Think I’m In Love
## 219 Eye In The Sky
## 220 Centerfold
## 221 Edge Of Seventeen
## 222 Hold On
## 223 Making Love
## 224 Waiting For A Girl Like You
## 225 HURTS SO GOOD
## 226 Up Where We Belong
## 227 Abracadabra
## 228 Gloria
## 229 Heat Of The Moment
## 230 Get Down On It
## 231 I Can’t Go For That (NO Can Do)
## 232 Somebody’s Baby
## 233 That Girl
## 234 Vacation
## 235 Even The Nights Are Better
## 236 Only The Lonely
## 237 Always On My Mind
## 238 Blue Eyes
## 239 Caught Up In You
## 240 Goin’ Down
## 241 Through The Years
## 242 You Can Do Magic
## 243 867-5309/Jenny
## 244 Cool Night
## 245 Do You Believe In Love
## 246 I Ran (SO Far Away)
## 247 Waiting On A Friend
## 248 Crimson And Clover
## 249 Leader Of The Band
## 250 You Could Have Been With Me
## 251 Ebony And Ivory
## 252 Turn Your Love Around
## 253 We Got The Beat
## 254 Break It To Me Gently
## 255 Leather And Lace
## 256 Shake It Up
## 257 Let It Whip
## 258 Should I Do It
## 259 Key Largo
## 260 Truly (#1*)
## 261 Harden My Heart
## 262 Why Do Fools Fall In Love?
## 263 Freeze-Frame
## 264 Personally
## 265 Body Language
## 266 Wasted On The Way
## 267 Empty Garden (HEY Hey Johnny)
## 268 Young Turks
## 269 Don’t Stop Believin’
## 270 Don’t Talk To Strangers
## 271 Love Will Turn You Around
## 272 Any Day Now
## 273 Take It Easy On Me
## 274 Take It Away
## 275 Don’t You Want Me
## 276 What’s Forever For
## 277 Bobbie Sue
## 278 Man On Your Mind
## 279 65 Love Affair
## 280 Chariots Of Fire
## 281 You Should Hear How She Talks About You
## 282 Did It In A Minute
## 283 Keep The Fire Burnin’
## 284 Love Is In Control (FINGER On The Trigger)
## 285 Comin’ In And Out Of Your Life
## 286 Hard To Say I’m Sorry
## 287 Make A Move On Me
## 288 Heartlight
## 289 I Keep Forgettin’ (EVERY Time You’re Near)
## 290 Pac-Man Fever
## 291 Yesterday’s Songs
## 292 Someone Could Lose A Heart Tonight
## 293 It’s Gonna Take A Miracle
## 294 I’ve Never Been To Me
## 295 Let’s Groove
## 296 Hooked On Classics
## 297 Spirits In The Material World
## 298 Love’s Been A Little Bit Hard On Me
## 299 The Sweetest Thing (I’VE Ever Known)
## 300 My Love
## 301 Every Breath You Take
## 302 Africa
## 303 One On One
## 304 Sweet Dreams (ARE Made Of This)
## 305 Uptown Girl
## 306 Maneater
## 307 Billie Jean
## 308 Heart To Heart
## 309 You Are
## 310 Down Under
## 311 Total Eclipse Of The Heart
## 312 Beat It
## 313 You Can’t Hurry Love
## 314 Come On Eileen
## 315 Flashdance… What A Feeling
## 316 Maniac
## 317 Promises, Promises
## 318 True
## 319 Heartbreaker
## 320 Hungry Like The Wolf
## 321 Rock The Casbah
## 322 Separate Ways (WORLDS Apart)
## 323 Islands In The Stream
## 324 Making Love Out Of Nothing At All
## 325 Sexual Healing
## 326 You And I
## 327 Cum On Feel The Noize
## 328 How Am I Supposed To Live Without You
## 329 Faithfully
## 330 Human Nature
## 331 Straight From The Heart
## 332 Truly
## 333 Gloria
## 334 Do You Really Want To Hurt Me
## 335 Burning Down The House
## 336 Our House
## 337 Pass The Dutchie
## 338 The Girl Is Mine
## 339 I’m Still Standing
## 340 1999
## 341 Say Say Say
## 342 Tonight, I Celebrate My Love
## 343 Always Something There To Remind Me
## 344 Overkill
## 345 Wanna Be Startin’ Somethin’
## 346 Baby, Come To Me
## 347 Back On The Chain Gang
## 348 China Girl
## 349 Solitaire
## 350 Dirty Laundry
## 351 Never Gonna Let You Go
## 352 Too Shy
## 353 All Night Long (ALL Night)
## 354 Delirious
## 355 Puttin’ On The Ritz
## 356 I Won’t Hold You Back
## 357 Mickey
## 358 Mr. Roboto
## 359 She Works Hard For The Money
## 360 All Right
## 361 One Thing Leads To Another
## 362 Stand Back
## 363 Tell Her About It
## 364 The Safety Dance
## 365 Time (CLOCK Of The Heart)
## 366 Don’t Cry
## 367 Electric Avenue
## 368 Jeopardy
## 369 She Blinded Me With Science
## 370 She’s A Beauty
## 371 Steppin’ Out
## 372 The Other Guy
## 373 Twilight Zone
## 374 Allentown
## 375 Little Red Corvette
## 376 Shame On The Moon
## 377 Come Dancing
## 378 Goody Two-Shoes
## 379 Stray Cat Strut
## 380 Your Love Is Driving Me Crazy
## 381 I Know There’s Something Going On
## 382 (KEEP Feeling) Fascination
## 383 Rock This Town
## 384 Affair Of The Heart
## 385 Der Kommissar
## 386 Family Man
## 387 Suddenly Last Summer
## 388 Hot Girls In Love
## 389 Let’s Dance
## 390 Lawyers In Love
## 391 (SHE’S) Sexy + 17
## 392 Far From Over
## 393 Telefone (LONG Distance Love Affair)
## 394 Is There Something I Should Know?
## 395 King Of Pain
## 396 Don’t Let It End
## 397 We’ve Got Tonight
## 398 It’s A Mistake
## 399 I’ll Tumble 4 Ya
## 400 Cruel Summer
## 401 Girls Just Want To Have Fun
## 402 Uptown Girl
## 403 Dancing In The Dark
## 404 Time After Time
## 405 Borderline
## 406 Wake Me Up Before You Go-Go
## 407 Drive
## 408 Magic
## 409 Blue Jean
## 410 Self Control
## 411 Eyes Without A Face
## 412 Jump
## 413 Karma Chameleon
## 414 99 Luftballons
## 415 Against All Odds (TAKE A Look At Me Now)
## 416 I Just Called To Say I Love You
## 417 Cover Me
## 418 Purple Rain
## 419 Break My Stride
## 420 Caribbean Queen (NO More Love On The Run)
## 421 Footloose
## 422 Hello
## 423 Owner Of A Lonely Heart
## 424 Head Over Heels
## 425 Thriller
## 426 Talking In Your Sleep
## 427 That’s All
## 428 Missing You
## 429 Round And Round
## 430 Stuck On You
## 431 When Doves Cry
## 432 Love Somebody
## 433 Wrapped Around Your Finger
## 434 Got A Hold On Me
## 435 Doctor! Doctor!
## 436 Ghostbusters
## 437 Here Comes The Rain Again
## 438 Lights Out
## 439 Pink Houses
## 440 The Longest Time
## 441 Hold Me Now
## 442 Say Say Say
## 443 You Might Think
## 444 Legs
## 445 Let’s Hear It For The Boy
## 446 The Warrior
## 447 Love Is A Battlefield
## 448 Oh Sherrie
## 449 Sister Christian
## 450 They Don’t Know
## 451 Automatic
## 452 I Feel For You
## 453 On The Dark Side
## 454 All Night Long (ALL Night)
## 455 Let The Music Play
## 456 Sunglasses At Night
## 457 The Reflex
## 458 Hard Habit To Break
## 459 If This Is It
## 460 Jump (FOR My Love)
## 461 I Can Dream About You
## 462 Lucky Star
## 463 Somebody’s Watching Me
## 464 Sad Songs (SAY So Much)
## 465 An Innocent Man
## 466 I Want A New Drug
## 467 Infatuation
## 468 She Bop
## 469 Some Guys Have All The Luck
## 470 The Heart Of Rock & Roll
## 471 Adult Education
## 472 Joanna
## 473 New Moon On Monday
## 474 Say It Isn’t So
## 475 Think Of Laura
## 476 Union Of The Snake
## 477 Desert Moon
## 478 Miss Me Blind
## 479 The Glamorous Life
## 480 Nobody Told Me
## 481 Church Of The Poison Mind
## 482 I Guess That’s Why They Call It The Blues
## 483 If Ever You’re In My Arms Again
## 484 Better Be Good To Me
## 485 Rock Me Tonite
## 486 State Of Shock
## 487 Undercover Of The Night
## 488 Almost Paradise
## 489 I’ll Wait
## 490 Running With The Night
## 491 Breakdance
## 492 I’m So Excited
## 493 Twist Of Fate
## 494 Breakin’… There’s No Stopping Us
## 495 The Language Of Love
## 496 To All The Girls I’ve Loved Before
## 497 What’s Love Got To Do With It
## 498 Let’s Go Crazy
## 499 I Still Can’t Get Over Loving You
## 500 Take On Me
## 501 Everybody Wants To Rule The World
## 502 Dancing In The Street
## 503 Summer Of ’69
## 504 Crazy For You
## 505 Careless Whisper
## 506 I Want To Know What Love Is
## 507 Smooth Operator
## 508 Fresh
## 509 Walking On Sunshine
## 510 The Boys Of Summer
## 511 Born In The U.S.A.
## 512 I’m On Fire
## 513 Suddenly
## 514 You’re The Inspiration
## 515 Angel
## 516 Easy Lover
## 517 The Power Of Love
## 518 We Built This City
## 519 Invincible
## 520 Can’t Fight This Feeling
## 521 Run To You
## 522 Shout
## 523 Material Girl
## 524 All I Need
## 525 Glory Days
## 526 One More Night
## 527 Heaven
## 528 Axel F
## 529 Head Over Heels
## 530 Part-Time Lover
## 531 We Belong
## 532 Like A Virgin
## 533 Missing You
## 534 Saving All My Love For You
## 535 Everything She Wants
## 536 Loverboy
## 537 Sussudio
## 538 Freedom
## 539 Money For Nothing
## 540 Out Of Touch
## 541 St. Elmo’s Fire (MAN In Motion)
## 542 We Are The World
## 543 Would I Lie To You?
## 544 A View To A Kill
## 545 Raspberry Beret
## 546 The Heat Is On
## 547 We Don’t Need Another Hero
## 548 Cherish
## 549 What About Love
## 550 California Girls
## 551 Sea Of Love
## 552 Separate Lives
## 553 Private Dancer
## 554 I Feel For You
## 555 Dare Me
## 556 I Would Die 4 U
## 557 In My House
## 558 Rhythm Of The Night
## 559 Voices Carry
## 560 If You Love Somebody Set Them Free
## 561 The Wild Boys
## 562 All She Wants To Do Is Dance
## 563 Obsession
## 564 Things Can Only Get Better
## 565 Cool It Now
## 566 Nightshift
## 567 You Belong To The City
## 568 You Give Good Love
## 569 Oh Sheila
## 570 Too Late For Goodbyes
## 571 Lay Your Hands On Me
## 572 Lovin’ Every Minute Of It
## 573 Neutron Dance
## 574 Never Surrender
## 575 No More Lonely Nights
## 576 The Search Is Over
## 577 Dress You Up
## 578 One Night In Bangkok
## 579 Fortress Around Your Heart
## 580 Lonely Ol’ Night
## 581 Some Like It Hot
## 582 Lovergirl
## 583 Everytime You Go Away
## 584 Freeway Of Love
## 585 Smuggler’s Blues
## 586 Misled
## 587 Pop Life
## 588 Get It On (BANG A Gong)
## 589 Sugar Walls
## 590 Sugar Walls
## 591 Be Near Me
## 592 Miami Vice Theme
## 593 Method Of Modern Love
## 594 Sentimental Street
## 595 Valotte
## 596 Don’t You (FORGET About Me)
## 597 Don’t Lose My Number
## 598 Who’s Holding Donna Now
## 599 You’re Only Human (SECOND Wind)
## 600 I’m Your Man
## 601 Nasty
## 602 You Give Love A Bad Name
## 603 Kiss
## 604 Something About You
## 605 Your Love
## 606 I Miss You
## 607 Human
## 608 My Hometown
## 609 Stuck With You
## 610 Baby Love
## 611 Heartbeat
## 612 Sara
## 613 Danger Zone
## 614 Higher Love
## 615 King For A Day
## 616 If You Leave
## 617 Walk This Way
## 618 On My Own
## 619 Take My Breath Away
## 620 Burning Heart
## 621 Glory Of Love
## 622 Take Me Home
## 623 How Will I Know
## 624 Invisible Touch
## 625 West End Girls
## 626 What You Need
## 627 Broken Wings
## 628 I Can’t Wait
## 629 True Colors
## 630 Holding Back The Years
## 631 Sweet Love
## 632 Take Me Home Tonight
## 633 Venus
## 634 Greatest Love Of All
## 635 Nikita
## 636 Friends And Lovers
## 637 The Sweetest Taboo
## 638 Alive And Kicking
## 639 Bad Boy
## 640 Dancing On The Ceiling
## 641 Say You, Say Me
## 642 Small Town
## 643 Word Up!
## 644 Addicted To Love
## 645 Conga
## 646 Rock Me Amadeus
## 647 These Dreams
## 648 Why Can’t This Be Love
## 649 Papa Don’t Preach
## 650 Rumors
## 651 True Blue
## 652 Amanda
## 653 Talk To Me
## 654 Tonight She Comes
## 655 Two Of Hearts
## 656 Walk Of Life
## 657 R.O.C.K. In The U.S.A.
## 658 Tender Love
## 659 Go Home
## 660 Separate Lives
## 661 When The Going Gets Tough, The Tough Get Going
## 662 Live To Tell
## 663 Party All The Time
## 664 Throwing It All Away
## 665 Manic Monday
## 666 Sledgehammer
## 667 We Don’t Have To Take Our Clothes Off
## 668 Is It Love
## 669 Living In America
## 670 When I Think Of You
## 671 Kyrie
## 672 Life In A Northern Town
## 673 Your Wildest Dreams
## 674 A Different Corner
## 675 Crush On You
## 676 Secret Lovers
## 677 That’s What Friends Are For
## 678 Harlem Shuffle
## 679 Sweet Freedom
## 680 All I Need Is A Miracle
## 681 No One Is To Blame
## 682 Typical Male
## 683 Mad About You
## 684 What Have You Done For Me Lately
## 685 Words Get In The Way
## 686 Love Touch
## 687 All Cried Out
## 688 I Didn’t Mean To Turn You On
## 689 Love Zone
## 690 Tuff Enuff
## 691 A Love Bizarre
## 692 Who’s Johnny
## 693 This Could Be The Night
## 694 Dreamtime
## 695 Let’s Go All The Way
## 696 Silent Running (ON Dangerous Ground)
## 697 Spies Like Us
## 698 Don’t Forget Me (WHEN I’m Gone)
## 699 There’ll Be Sad Songs (TO Make You Cry)
## 700 Control
## 701 Livin’ On A Prayer
## 702 I Wanna Dance With Somebody (WHO Loves Me)
## 703 Bad
## 704 Sign O’ The Times
## 705 Nothing’s Gonna Stop Us Now
## 706 Always
## 707 Love You Down
## 708 With Or Without You
## 709 (I Just) Died In Your Arms
## 710 Is This Love
## 711 You Got It All
## 712 Come Go With Me
## 713 Lean On Me
## 714 Little Lies
## 715 The Lady In Red
## 716 Wanted Dead Or Alive
## 717 In Too Deep
## 718 Stand By Me
## 719 Alone
## 720 La Isla Bonita
## 721 Someday
## 722 Diamonds
## 723 Something So Strong
## 724 Head To Toe
## 725 I Want Your Sex
## 726 Let’s Go
## 727 C’est La Vie
## 728 War
## 729 Notorious
## 730 The Way It Is
## 731 Tonight, Tonight, Tonight
## 732 Who’s That Girl
## 733 Big Time
## 734 It’s A Sin
## 735 La Bamba
## 736 Only In My Dreams
## 737 Songbird
## 738 I Still Haven’t Found What I’m Looking For
## 739 Keep Your Hands To Yourself
## 740 Mony Mony
## 741 You Keep Me Hangin’ On
## 742 Here I Go Again
## 743 I Knew You Were Waiting (FOR Me)
## 744 Land Of Confusion
## 745 Walk Like An Egyptian
## 746 Will You Still Love Me?
## 747 Breakout
## 748 I Just Can’t Stop Loving You
## 749 Somewhere Out There
## 750 Victory
## 751 Funkytown
## 752 Shake You Down
## 753 Brilliant Disguise
## 754 Big Love
## 755 Heart And Soul
## 756 Meet Me Half Way
## 757 Open Your Heart
## 758 Casanova
## 759 Shakedown
## 760 Everybody Have Fun Tonight
## 761 Ballerina Girl
## 762 I Think We’re Alone Now
## 763 Touch Me (I Want Your Body)
## 764 Wipe Out
## 765 Just To See Her
## 766 Mandolin Rain
## 767 Paper In Fire
## 768 (I’VE Had) The Time Of My Life
## 769 Midnight Blue
## 770 Point Of No Return
## 771 Rock Steady
## 772 Don’t Disturb This Groove
## 773 Respect Yourself
## 774 I Heard A Rumour
## 775 Luka
## 776 When Smokey Sings
## 777 Who Will You Run To
## 778 Doing It All For My Baby
## 779 Rhythm Is Gonna Get You
## 780 Causing A Commotion
## 781 U Got The Look
## 782 Right On Track
## 783 Nothing’s Gonna Change My Love For You
## 784 The Finer Things
## 785 Lost In Emotion
## 786 Change Of Heart
## 787 Let Me Be The One
## 788 Looking For A New Love
## 789 (YOU Gotta) Fight For Your Right (TO Party!)
## 790 At This Moment
## 791 Can’t We Try
## 792 Heat Of The Night
## 793 Don’t Mean Nothing
## 794 Cross My Broken Heart
## 795 Don’t Dream It’s Over
## 796 Jacob’s Ladder
## 797 Carrie
## 798 Didn’t We Almost Have It All
## 799 Let’s Wait Awhile
## 800 Red Red Wine
## 801 Sweet Child O’ Mine
## 802 Fast Car
## 803 Wait
## 804 Never Gonna Give You Up
## 805 Is This Love
## 806 Faith
## 807 Hungry Eyes
## 808 Wishing Well
## 809 Got My Mind Set On You
## 810 Angel
## 811 Girlfriend
## 812 Pour Some Sugar On Me
## 813 Kokomo
## 814 The Way You Make Me Feel
## 815 Monkey
## 816 Nothin’ But A Good Time
## 817 Candle In The Wind
## 818 Cherry Bomb
## 819 I Hate Myself For Loving You
## 820 Pink Cadillac
## 821 She’s Like The Wind
## 822 Tell It To My Heart
## 823 Together Forever
## 824 Dirty Diana
## 825 Man In The Mirror
## 826 Need You Tonight
## 827 Perfect World
## 828 Love Bites
## 829 The Flame
## 830 Where Do Broken Hearts Go
## 831 Always On My Mind
## 832 Shattered Dreams
## 833 1-2-3
## 834 Father Figure
## 835 I Found Someone
## 836 Never Tear Us Apart
## 837 Anything For You
## 838 I Want Her
## 839 What Have I Done To Deserve This?
## 840 New Sensation
## 841 The Loco-Motion
## 842 Two Occasions
## 843 Endless Summer Nights
## 844 Get Outta My Dreams, Get Into My Car
## 845 One More Try
## 846 Sign Your Name
## 847 When It’s Love
## 848 A Groovy Kind Of Love
## 849 Electric Blue
## 850 I Don’t Want To Live Without You
## 851 Just Like Paradise
## 852 Nite And Day
## 853 One Moment In Time
## 854 Make Me Lose Control
## 855 Out Of The Blue
## 856 Roll With It
## 857 Foolish Beat
## 858 I Still Believe
## 859 Rush Hour
## 860 Say You Will
## 861 Hands To Heaven
## 862 I Don’t Wanna Go On With You Like That
## 863 I Want To Be Your Man
## 864 Simply Irresistible
## 865 Don’t Worry, Be Happy
## 866 Hold On To The Nights
## 867 Make It Real
## 868 A Hazy Shade Of Winter
## 869 Devil Inside
## 870 Please Don’t Go Girl
## 871 Wild, Wild West
## 872 Piano In The Dark
## 873 Seasons Change
## 874 Catch Me (I’M Falling)
## 875 Don’t You Want Me
## 876 The Valley Road
## 877 Don’t Shed A Tear
## 878 One Good Woman
## 879 Shake Your Love
## 880 Circle In The Sand
## 881 Mercedes Boy
## 882 Nobody’s Fool
## 883 Everything Your Heart Desires
## 884 I Could Never Take The Place Of Your Man
## 885 I Get Weak
## 886 Rocket 2 U
## 887 Naughty Girls (NEED Love Too)
## 888 Bad Medicine (#1*)
## 889 Don’t You Know What The Night Can Do?
## 890 I Don’t Wanna Live Without Your Love
## 891 Don’t Be Cruel
## 892 Don’t Be Cruel
## 893 I’ll Always Love You
## 894 Could’ve Been
## 895 If It Isn’t Love
## 896 Prove Your Love
## 897 What’s On Your Mind (PURE Energy)
## 898 Can’t Stay Away From You
## 899 Stand
## 900 Wild Thing
## 901 Welcome To The Jungle
## 902 Friends
## 903 Paradise City
## 904 Real Love
## 905 I Like It
## 906 After All
## 907 So Alive
## 908 Right Here Waiting
## 909 Like A Prayer
## 910 Smooth Criminal
## 911 She Drives Me Crazy
## 912 The Look
## 913 18 And Life
## 914 Patience
## 915 Heaven
## 916 Every Rose Has Its Thorn
## 917 If I Could Turn Back Time
## 918 Love Shack
## 919 Dr. Feelgood
## 920 Rock On
## 921 Rock Wit’cha
## 922 Satisfied
## 923 Second Chance
## 924 Dreamin’
## 925 Lost In Your Eyes
## 926 Lovesong
## 927 Walking Away
## 928 Straight Up
## 929 When I’m With You
## 930 Bust A Move
## 931 Every Little Step
## 932 Good Thing
## 933 Angel Eyes
## 934 I Drove All Night
## 935 Sowing The Seeds Of Love
## 936 What I Am
## 937 Miss You Like Crazy
## 938 When I See You Smile
## 939 Born To Be My Baby
## 940 Cherish
## 941 Toy Soldiers
## 942 Waiting For A Star To Fall
## 943 Express Yourself
## 944 All This Time
## 945 Close My Eyes Forever
## 946 If You Don’t Know Me By Now
## 947 My Prerogative
## 948 The End Of The Innocence
## 949 Wind Beneath My Wings
## 950 Funky Cold Medina
## 951 Once Bitten, Twice Shy
## 952 Soldier Of Love
## 953 Girl You Know It’s True
## 954 Listen To Your Heart
## 955 When The Children Cry
## 956 Armageddon It
## 957 Eternal Flame
## 958 Roni
## 959 The Way You Love Me
## 960 You Got It (THE Right Stuff)
## 961 Love In An Elevator
## 962 The Living Years
## 963 This Time I Know It’s For Real
## 964 Buffalo Stance
## 965 Giving You The Best That I Got
## 966 Heaven Help Me
## 967 Keep On Movin’
## 968 Cover Girl
## 969 Shower Me With Your Love
## 970 Cold Hearted
## 971 Don’t Wanna Lose You
## 972 In Your Room
## 973 Lay Your Hands On Me
## 974 Look Away
## 975 Thinking Of You
## 976 Baby Don’t Forget My Number
## 977 Hangin’ Tough
## 978 Miss You Much
## 979 Put A Little Love In Your Heart
## 980 On Our Own
## 981 She Wants To Dance With Me
## 982 What You Don’t Know
## 983 Batdance
## 984 Forever Your Girl
## 985 It’s No Crime
## 986 Surrender To Me
## 987 I Wanna Have Some Fun
## 988 My Heart Can’t Tell You No
## 989 Secret Rendezvous
## 990 Girl I’m Gonna Miss You
## 991 Two Hearts
## 992 I’ll Be There For You
## 993 The Lover In Me
## 994 When I Looked At Him
## 995 I Remember Holding You
## 996 Don’t Rush Me
## 997 I’ll Be Loving You (FOREVER)
## 998 Baby, I Love Your Way/Freebird Medley
## Artist
## 1 Styx
## 2 Bette Midler
## 3 Gary Numan
## 4 Olivia Newton-John
## 5 Cliff Richard
## 6 Andy Gibb
## 7 Doobie Brothers
## 8 Michael Jackson
## 9 Fleetwood Mac
## 10 Diana Ross
## 11 Rupert Holmes
## 12 Rupert Holmes
## 13 Kenny Rogers
## 14 Billy Joel
## 15 Donna Summer
## 16 Commodores
## 17 Queen
## 18 Dan Fogelberg
## 19 KC and the Sunshine Band
## 20 Air Supply
## 21 Blondie
## 22 Queen
## 23 Anne Murray
## 24 Smokey Robinson
## 25 Cliff Richard
## 26 Kim Carnes
## 27 Kenny Loggins
## 28 Barbra Streisand
## 29 Bob Seger and the Silver Bullet Band
## 30 Christopher Cross
## 31 Bob Seger and the Silver Bullet Band
## 32 Ambrosia
## 33 Captain & Tennille
## 34 Eagles
## 35 Christopher Cross
## 36 Kenny Rogers
## 37 Linda Ronstadt
## 38 Jefferson Starship
## 39 Michael Jackson
## 40 The Manhattans
## 41 Donna Summer
## 42 Tom Petty and the Heartbreakers
## 43 George Benson
## 44 Air Supply
## 45 Billy Joel
## 46 Irene Cara
## 47 Linda Ronstadt
## 48 Paul McCartney
## 49 Lipps Inc
## 50 Kool & the Gang
## 51 Stevie Wonder
## 52 The Brothers Johnson
## 53 Pete Townshend
## 54 Carole King
## 55 Robbie Dupree
## 56 Eagles
## 57 Little River Band
## 58 Benny Mardones
## 59 Michael Jackson
## 60 Eddie Rabbitt
## 61 Foreigner
## 62 Prince
## 63 Johnny Lee
## 64 Paul Simon
## 65 Elton John
## 66 Dr. Hook
## 67 Kool & the Gang
## 68 Teri DeSario & KC
## 69 The Rolling Stones
## 70 the Pointer Sisters
## 71 Shalamar
## 72 The Spinners
## 73 Olivia Newton-John / Electric Light Orchestra
## 74 Boz Scaggs
## 75 Carly Simon
## 76 Electric Light Orchestra
## 77 The Dirt Band
## 78 Rocky Burnette
## 79 Dr. Hook
## 80 Robbie Dupree
## 81 Barbra Streisand & Donna Summer
## 82 Pure Prairie League
## 83 Jimmy Ruffin
## 84 Kenny Loggins
## 85 Jermaine Jackson
## 86 Boz Scaggs
## 87 Billy Preston and Syreeta
## 88 Stevie Wonder
## 89 The Spinners
## 90 Ray, Goodman & Brown
## 91 Stephanie Mills
## 92 The SOS Band
## 93 J.D. Souther
## 94 Charlie Dore
## 95 Pink Floyd
## 96 Steve Forbert
## 97 Diana Ross
## 98 The Pretenders
## 99 Kenny Rogers & Kim Carnes
## 100 Ambrosia
## 101 Tierra
## 102 Climax Blues Band
## 103 The Alan Parsons Project
## 104 John Lennon
## 105 Daryl Hall & John Oates
## 106 The Oak Ridge Boys
## 107 Barbra Streisand & Barry Gibb
## 108 Rod Stewart
## 109 Neil Diamond
## 110 Dolly Parton
## 111 Marty Balin
## 112 the Rolling Stones
## 113 Kim Carnes
## 114 Olivia Newton-John
## 115 Kenny Rogers
## 116 REO Speedwagon
## 117 The Pointer Sisters
## 118 ABBA
## 119 Don McLean
## 120 The Police
## 121 Grover Washington, Jr. & Bill Withers
## 122 Queen
## 123 Bruce Springsteen
## 124 Blondie
## 125 Pat Benatar
## 126 Foreigner
## 127 Kool & the Gang
## 128 Electric Light Orchestra
## 129 Daryl Hall & John Oates
## 130 Franke and the Knockouts
## 131 REO Speedwagon
## 132 Andy Gibb
## 133 Air Supply
## 134 Juice Newton
## 135 Air Supply
## 136 Steely Dan
## 137 Eddie Rabbitt
## 138 Daryl Hall & John Oates
## 139 Stevie Nicks with Tom Petty & the Heartbreakers
## 140 Sheena Easton
## 141 Heart
## 142 Air Supply
## 143 Foreigner
## 144 Sheena Easton
## 145 Eddie Rabbitt
## 146 Stevie Wonder
## 147 Styx
## 148 Kenny Rogers
## 149 Juice Newton
## 150 John Lennon
## 151 John Cougar
## 152 Pablo Cruise
## 153 Diana Ross & Lionel Richie
## 154 Dan Fogelberg
## 155 John Lennon
## 156 Commodores
## 157 Blondie
## 158 Smokey Robinson
## 159 Barbra Streisand & Barry Gibb
## 160 Steve Winwood
## 161 George Harrison
## 162 Styx
## 163 Eric Clapton
## 164 Leo Sayer
## 165 Ray Parker, Jr. & Raydio
## 166 James Taylor & J.D. Souther
## 167 Gino Vannelli
## 168 Neil Diamond
## 169 Champaign
## 170 Little River Band
## 171 Cliff Richard
## 172 Neil Diamond
## 173 Gary U.S. Bonds
## 174 Four Tops
## 175 Boz Scaggs
## 176 A Taste of Honey
## 177 Barry Manilow
## 178 Terri Gibbs
## 179 Bob Seger & the Silver Bullet Band
## 180 Dan Fogelberg
## 181 Moody Blues
## 182 Kenny Rogers
## 183 Delbert McClinton
## 184 Stevie Wonder
## 185 The Manhattan Transfer
## 186 Diana Ross
## 187 Mike Post featuring Larry Carlton
## 188 Dottie West with Kenny Rogers
## 189 Journey
## 190 Rick Springfield
## 191 Joey Scarbury
## 192 Stars on 45
## 193 Ronnie Milsap
## 194 The Beach Boys
## 195 The Police
## 196 Al Jarreau
## 197 Rick James
## 198 Rick Springfield
## 199 The Greg Kihn Band
## 200 Christopher Cross
## 201 Stevie Wonder
## 202 Lindsey Buckingham
## 203 Soft Cell
## 204 Joan Jett & The Blackhearts
## 205 Van Halen
## 206 Olivia Newton-John
## 207 Diana Ross
## 208 Journey
## 209 Olivia Newton-John
## 210 Survivor
## 211 Air Supply
## 212 Men at Work
## 213 Fleetwood Mac
## 214 John Cougar
## 215 Ray Parker Jr.
## 216 Commodores
## 217 Toto
## 218 Eddie Money
## 219 Alan Parsons Project
## 220 J. Geils Band
## 221 Stevie Nicks
## 222 Santana
## 223 Roberta Flack
## 224 Foreigner
## 225 John Cougar
## 226 Joe Cocker & Jennifer Warnes
## 227 Steve Miller Band
## 228 Laura Branigan
## 229 Asia
## 230 Kool & the Gang
## 231 Daryl Hall & John Oates
## 232 Jackson Browne
## 233 Stevie Wonder
## 234 The Go-Go’s
## 235 Air Supply
## 236 The Motels
## 237 Willie Nelson
## 238 Elton John
## 239 38 Special
## 240 Greg Guidry
## 241 Kenny Rogers
## 242 America
## 243 Tommy Tutone
## 244 Paul Davis
## 245 Huey Lewis and the News
## 246 A Flock of Seagulls
## 247 The Rolling Stones
## 248 Joan Jett & The Blackhearts
## 249 Dan Fogelberg
## 250 Sheena Easton
## 251 Paul McCartney and Stevie Wonder
## 252 George Benson
## 253 The Go-Go’s
## 254 Juice Newton
## 255 Stevie Nicks and Don Henley
## 256 The Cars
## 257 Dazz Band
## 258 The Pointer Sisters
## 259 Bertie Higgins
## 260 Lionel Richie
## 261 Quarterflash
## 262 Diana Ross
## 263 J. Geils Band
## 264 Karla Bonoff
## 265 Queen
## 266 Crosby, Stills & Nash
## 267 Elton John
## 268 Rod Stewart
## 269 Journey
## 270 Rick Springfield
## 271 Kenny Rogers
## 272 Ronnie Milsap
## 273 Little River Band
## 274 Paul McCartney
## 275 Human League
## 276 Michael Murphey
## 277 Oak Ridge Boys
## 278 Little River Band
## 279 Paul Davis
## 280 Vangelis
## 281 Melissa Manchester
## 282 Daryl Hall & John Oates
## 283 REO Speedwagon
## 284 Donna Summer
## 285 Barbra Streisand
## 286 Chicago
## 287 Olivia Newton-John
## 288 Neil Diamond
## 289 Michael McDonald
## 290 Buckner & Garcia
## 291 Neil Diamond
## 292 Eddie Rabbitt
## 293 Deniece Williams
## 294 Charlene
## 295 Earth, Wind & Fire
## 296 Royal Philharmonic Orchestra
## 297 The Police
## 298 Juice Newton
## 299 Juice Newton
## 300 Lionel Richie
## 301 The Police
## 302 Toto
## 303 Daryl Hall & John Oates
## 304 Eurythmics
## 305 Billy Joel
## 306 Daryl Hall & John Oates
## 307 Michael Jackson
## 308 Kenny Loggins
## 309 Lionel Richie
## 310 Men at Work
## 311 Bonnie Tyler
## 312 Michael Jackson
## 313 Phil Collins
## 314 Dexys Midnight Runners
## 315 Irene Cara
## 316 Michael Sembello
## 317 Naked Eyes
## 318 Spandau Ballet
## 319 Dionne Warwick
## 320 Duran Duran
## 321 The Clash
## 322 Journey
## 323 Kenny Rogers with Dolly Parton
## 324 Air Supply
## 325 Marvin Gaye
## 326 Eddie Rabbitt and Crystal Gayle
## 327 Quiet Riot
## 328 Laura Branigan
## 329 Journey
## 330 Michael Jackson
## 331 Bryan Adams
## 332 Lionel Richie
## 333 Laura Branigan
## 334 Culture Club
## 335 Talking Heads
## 336 Madness
## 337 Musical Youth
## 338 Michael Jackson and Paul McCartney
## 339 Elton John
## 340 Prince
## 341 Paul McCartney & Michael Jackson
## 342 Peabo Bryson and Roberta Flack
## 343 Naked Eyes
## 344 Men at Work
## 345 Michael Jackson
## 346 Patti Austin and James Ingram
## 347 The Pretenders
## 348 David Bowie
## 349 Laura Branigan
## 350 Don Henley
## 351 Sérgio Mendes
## 352 Kajagoogoo
## 353 Lionel Richie
## 354 Prince
## 355 Taco
## 356 Toto
## 357 Toni Basil
## 358 Styx
## 359 Donna Summer
## 360 Christopher Cross
## 361 the Fixx
## 362 Stevie Nicks
## 363 Billy Joel
## 364 Men Without Hats
## 365 Culture Club
## 366 Asia
## 367 Eddy Grant
## 368 The Greg Kihn Band
## 369 Thomas Dolby
## 370 The Tubes
## 371 Joe Jackson
## 372 Little River Band
## 373 Golden Earring
## 374 Billy Joel
## 375 Prince
## 376 Bob Seger & The Silver Bullet Band
## 377 The Kinks
## 378 Adam Ant
## 379 Stray Cats
## 380 Sammy Hagar
## 381 Frida
## 382 Human League
## 383 Stray Cats
## 384 Rick Springfield
## 385 After the Fire
## 386 Daryl Hall & John Oates
## 387 the Motels
## 388 Loverboy
## 389 David Bowie
## 390 Jackson Browne
## 391 Stray Cats
## 392 Frank Stallone
## 393 Sheena Easton
## 394 Duran Duran
## 395 The Police
## 396 Styx
## 397 Kenny Rogers and Sheena Easton
## 398 Men at Work
## 399 Culture Club
## 400 Bananarama
## 401 Cyndi Lauper
## 402 Billy Joel
## 403 Bruce Springsteen
## 404 Cyndi Lauper
## 405 Madonna
## 406 Wham!
## 407 The Cars
## 408 The Cars
## 409 David Bowie
## 410 Laura Branigan
## 411 Billy Idol
## 412 Van Halen
## 413 Culture Club
## 414 Nena
## 415 Phil Collins
## 416 Stevie Wonder
## 417 Bruce Springsteen
## 418 Prince
## 419 Matthew Wilder
## 420 Billy Ocean
## 421 Kenny Loggins
## 422 Lionel Richie
## 423 Yes
## 424 The Go-Go’s
## 425 Michael Jackson
## 426 The Romantics
## 427 Genesis
## 428 John Waite
## 429 Ratt
## 430 Lionel Richie
## 431 Prince
## 432 Rick Springfield
## 433 The Police
## 434 Christine McVie
## 435 Thompson Twins
## 436 Ray Parker Jr.
## 437 Eurythmics
## 438 Peter Wolf
## 439 John Cougar Mellencamp
## 440 Billy Joel
## 441 Thompson Twins
## 442 Paul McCartney and Michael Jackson
## 443 The Cars
## 444 ZZ Top
## 445 Deniece Williams
## 446 Scandal featuring Patty Smyth
## 447 Pat Benatar
## 448 Steve Perry
## 449 Night Ranger
## 450 Tracey Ullman
## 451 The Pointer Sisters
## 452 Chaka Khan
## 453 John Cafferty & The Beaver Brown Band
## 454 Lionel Richie
## 455 Shannon
## 456 Corey Hart
## 457 Duran Duran
## 458 Chicago
## 459 Huey Lewis and the News
## 460 The Pointer Sisters
## 461 Dan Hartman
## 462 Madonna
## 463 Rockwell
## 464 Elton John
## 465 Billy Joel
## 466 Huey Lewis and the News
## 467 Rod Stewart
## 468 Cyndi Lauper
## 469 Rod Stewart
## 470 Huey Lewis and the News
## 471 Daryl Hall & John Oates
## 472 Kool & The Gang
## 473 Duran Duran
## 474 Daryl Hall & John Oates
## 475 Christopher Cross
## 476 Duran Duran
## 477 Dennis DeYoung
## 478 Culture Club
## 479 Sheila E.
## 480 John Lennon
## 481 Culture Club
## 482 Elton John
## 483 Peabo Bryson
## 484 Tina Turner
## 485 Billy Squier
## 486 The Jacksons featuring Mick Jagger
## 487 The Rolling Stones
## 488 Mike Reno and Ann Wilson
## 489 Van Halen
## 490 Lionel Richie
## 491 Irene Cara
## 492 The Pointer Sisters
## 493 Olivia Newton-John
## 494 Ollie & Jerry
## 495 Dan Fogelberg
## 496 Julio Iglesias and Willie Nelson
## 497 Tina Turner
## 498 Prince and The Revolution
## 499 Ray Parker Jr.
## 500 a-ha
## 501 Tears for Fears
## 502 Mick Jagger & David Bowie
## 503 Bryan Adams
## 504 Madonna
## 505 Wham! featuring George Michael
## 506 Foreigner
## 507 Sade
## 508 Kool & the Gang
## 509 Katrina and the Waves
## 510 Don Henley
## 511 Bruce Springsteen
## 512 Bruce Springsteen
## 513 Billy Ocean
## 514 Chicago
## 515 Madonna
## 516 Philip Bailey and Phil Collins
## 517 Huey Lewis and the News
## 518 Starship
## 519 Pat Benatar
## 520 REO Speedwagon
## 521 Bryan Adams
## 522 Tears for Fears
## 523 Madonna
## 524 Jack Wagner
## 525 Bruce Springsteen
## 526 Phil Collins
## 527 Bryan Adams
## 528 Harold Faltermeyer
## 529 Tears for Fears
## 530 Stevie Wonder
## 531 Pat Benatar
## 532 Madonna
## 533 Diana Ross
## 534 Whitney Houston
## 535 Wham!
## 536 Billy Ocean
## 537 Phil Collins
## 538 Wham!
## 539 Dire Straits
## 540 Daryl Hall & John Oates
## 541 John Parr
## 542 USA for Africa
## 543 Eurythmics
## 544 Duran Duran
## 545 Prince and The Revolution
## 546 Glenn Frey
## 547 Tina Turner
## 548 Kool & the Gang
## 549 Heart
## 550 David Lee Roth
## 551 The Honeydrippers
## 552 Phil Collins and Marilyn Martin
## 553 Tina Turner
## 554 Chaka Khan
## 555 The Pointer Sisters
## 556 Prince
## 557 Mary Jane Girls
## 558 DeBarge
## 559 ‘Til Tuesday
## 560 Sting
## 561 Duran Duran
## 562 Don Henley
## 563 Animotion
## 564 Howard Jones
## 565 New Edition
## 566 Commodores
## 567 Glenn Frey
## 568 Whitney Houston
## 569 Ready for the World
## 570 Julian Lennon
## 571 Thompson Twins
## 572 Loverboy
## 573 The Pointer Sisters
## 574 Corey Hart
## 575 Paul McCartney
## 576 Survivor
## 577 Madonna
## 578 Murray Head
## 579 Sting
## 580 John Cougar Mellencamp
## 581 Power Station
## 582 Teena Marie
## 583 Paul Young
## 584 Aretha Franklin
## 585 Glenn Frey
## 586 Kool & the Gang
## 587 Prince & the Revolution
## 588 Power Station
## 589 Sheena Easton
## 590 Sheena Easton
## 591 ABC
## 592 Jan Hammer
## 593 Daryl Hall & John Oates
## 594 Night Ranger
## 595 Julian Lennon
## 596 Simple Minds
## 597 Phil Collins
## 598 DeBarge
## 599 Billy Joel
## 600 Wham!
## 601 Janet Jackson
## 602 Bon Jovi
## 603 Prince and The Revolution
## 604 Level 42
## 605 The Outfield
## 606 Klymaxx
## 607 The Human League
## 608 Bruce Springsteen
## 609 Huey Lewis and the News
## 610 Regina
## 611 Don Johnson
## 612 Starship
## 613 Kenny Loggins
## 614 Steve Winwood
## 615 Thompson Twins
## 616 Orchestral Manoeuvres in the Dark
## 617 Run–D.M.C. featuring Aerosmith
## 618 Patti LaBelle and Michael McDonald
## 619 Berlin
## 620 Survivor
## 621 Peter Cetera
## 622 Phil Collins
## 623 Whitney Houston
## 624 Genesis
## 625 Pet Shop Boys
## 626 INXS
## 627 Mr. Mister
## 628 Nu Shooz
## 629 Cyndi Lauper
## 630 Simply Red
## 631 Anita Baker
## 632 Eddie Money
## 633 Bananarama
## 634 Whitney Houston
## 635 Elton John
## 636 Gloria Loring and Carl Anderson
## 637 Sade
## 638 Simple Minds
## 639 Miami Sound Machine
## 640 Lionel Richie
## 641 Lionel Richie
## 642 John Cougar Mellencamp
## 643 Cameo
## 644 Robert Palmer
## 645 Miami Sound Machine
## 646 Falco
## 647 Heart
## 648 Van Halen
## 649 Madonna
## 650 Timex Social Club
## 651 Madonna
## 652 Boston
## 653 Stevie Nicks
## 654 The Cars
## 655 Stacey Q
## 656 Dire Straits
## 657 John Cougar Mellencamp
## 658 Force MDs
## 659 Stevie Wonder
## 660 Phil Collins & Marilyn Martin
## 661 Billy Ocean
## 662 Madonna
## 663 Eddie Murphy
## 664 Genesis
## 665 The Bangles
## 666 Peter Gabriel
## 667 Jermaine Stewart
## 668 Mr. Mister
## 669 James Brown
## 670 Janet Jackson
## 671 Mr. Mister
## 672 Dream Academy
## 673 Moody Blues
## 674 George Michael
## 675 The Jets
## 676 Atlantic Starr
## 677 Dionne Warwick featuring Gladys Knight, Elton John and Stevie Wonder
## 678 the Rolling Stones
## 679 Michael McDonald
## 680 Mike + The Mechanics
## 681 Howard Jones
## 682 Tina Turner
## 683 Belinda Carlisle
## 684 Janet Jackson
## 685 Miami Sound Machine
## 686 Rod Stewart
## 687 Lisa Lisa and Cult Jam
## 688 Robert Palmer
## 689 Billy Ocean
## 690 Fabulous Thunderbirds
## 691 Sheila E.
## 692 El DeBarge
## 693 Loverboy
## 694 Daryl Hall
## 695 Sly Fox
## 696 Mike + The Mechanics
## 697 Paul McCartney
## 698 Glass Tiger
## 699 Billy Ocean
## 700 Janet Jackson
## 701 Bon Jovi
## 702 Whitney Houston
## 703 Michael Jackson
## 704 Prince
## 705 Starship
## 706 Atlantic Starr
## 707 Ready for the World
## 708 U2
## 709 Cutting Crew
## 710 Survivor
## 711 The Jets
## 712 Exposé
## 713 Club Nouveau
## 714 Fleetwood Mac
## 715 Chris de Burgh
## 716 Bon Jovi
## 717 Genesis
## 718 Ben E. King
## 719 Heart
## 720 Madonna
## 721 Glass Tiger
## 722 Herb Alpert
## 723 Crowded House
## 724 Lisa Lisa and Cult Jam
## 725 George Michael
## 726 Wang Chung
## 727 Robbie Nevil
## 728 Bruce Springsteen
## 729 Duran Duran
## 730 Bruce Hornsby and the Range
## 731 Genesis
## 732 Madonna
## 733 Peter Gabriel
## 734 Pet Shop Boys
## 735 Los Lobos
## 736 Debbie Gibson
## 737 Kenny G
## 738 U2
## 739 Georgia Satellites
## 740 Billy Idol
## 741 Kim Wilde
## 742 Whitesnake
## 743 Aretha Franklin and George Michael
## 744 Genesis
## 745 The Bangles
## 746 Chicago
## 747 Swing Out Sister
## 748 Michael Jackson with Siedah Garrett
## 749 Linda Ronstadt and James Ingram
## 750 Kool & the Gang
## 751 Pseudo Echo
## 752 Gregory Abbott
## 753 Bruce Springsteen
## 754 Fleetwood Mac
## 755 T’Pau
## 756 Kenny Loggins
## 757 Madonna
## 758 LeVert
## 759 Bob Seger
## 760 Wang Chung
## 761 Lionel Richie
## 762 Tiffany
## 763 Samantha Fox
## 764 Fat Boys & the Beach Boys
## 765 Smokey Robinson
## 766 Bruce Hornsby and the Range
## 767 John Cougar Mellencamp
## 768 Bill Medley and Jennifer Warnes
## 769 Lou Gramm
## 770 Exposé
## 771 The Whispers
## 772 The System
## 773 Bruce Willis
## 774 Bananarama
## 775 Suzanne Vega
## 776 ABC
## 777 Heart
## 778 Huey Lewis and the News
## 779 Gloria Estefan and Miami Sound Machine
## 780 Madonna
## 781 Prince
## 782 Breakfast Club
## 783 Glenn Medeiros
## 784 Steve Winwood
## 785 Lisa Lisa and Cult Jam
## 786 Cyndi Lauper
## 787 Exposé
## 788 Jody Watley
## 789 Beastie Boys
## 790 Billy Vera and the Beaters
## 791 Dan Hill featuring Vonda Shepard
## 792 Bryan Adams
## 793 Richard Marx
## 794 The Jets
## 795 Crowded House
## 796 Huey Lewis and the News
## 797 Europe
## 798 Whitney Houston
## 799 Janet Jackson
## 800 UB40
## 801 Guns N’ Roses
## 802 Tracy Chapman
## 803 White Lion
## 804 Rick Astley
## 805 Whitesnake
## 806 George Michael
## 807 Eric Carmen
## 808 Terence Trent D’Arby
## 809 George Harrison
## 810 Aerosmith
## 811 Pebbles
## 812 Def Leppard
## 813 The Beach Boys
## 814 Michael Jackson
## 815 George Michael
## 816 Poison
## 817 Elton John
## 818 John Cougar Mellencamp
## 819 Joan Jett and the Blackhearts
## 820 Natalie Cole
## 821 Patrick Swayze featuring Wendy Fraser
## 822 Taylor Dayne
## 823 Rick Astley
## 824 Michael Jackson
## 825 Michael Jackson
## 826 INXS
## 827 Huey Lewis and the News
## 828 Def Leppard
## 829 Cheap Trick
## 830 Whitney Houston
## 831 Pet Shop Boys
## 832 Johnny Hates Jazz
## 833 Gloria Estefan and Miami Sound Machine
## 834 George Michael
## 835 Cher
## 836 INXS
## 837 Gloria Estefan and Miami Sound Machine
## 838 Keith Sweat
## 839 Pet Shop Boys with Dusty Springfield
## 840 INXS
## 841 Kylie Minogue
## 842 the Deele
## 843 Richard Marx
## 844 Billy Ocean
## 845 George Michael
## 846 Terence Trent D’Arby
## 847 Van Halen
## 848 Phil Collins
## 849 Icehouse
## 850 Foreigner
## 851 David Lee Roth
## 852 Al B. Sure!
## 853 Whitney Houston
## 854 Eric Carmen
## 855 Debbie Gibson
## 856 Steve Winwood
## 857 Debbie Gibson
## 858 Brenda K. Starr
## 859 Jane Wiedlin
## 860 Foreigner
## 861 Breathe
## 862 Elton John
## 863 Roger Troutman
## 864 Robert Palmer
## 865 Bobby McFerrin
## 866 Richard Marx
## 867 The Jets
## 868 The Bangles
## 869 INXS
## 870 New Kids on the Block
## 871 The Escape Club
## 872 Brenda Russell featuring Joe Esposito
## 873 Exposé
## 874 Pretty Poison
## 875 Jody Watley
## 876 Bruce Hornsby and the Range
## 877 Paul Carrack
## 878 Peter Cetera
## 879 Debbie Gibson
## 880 Belinda Carlisle
## 881 Pebbles
## 882 Kenny Loggins
## 883 Daryl Hall & John Oates
## 884 Prince
## 885 Belinda Carlisle
## 886 The Jets
## 887 Samantha Fox
## 888 Bon Jovi
## 889 Steve Winwood
## 890 Chicago
## 891 Cheap Trick
## 892 Bobby Brown
## 893 Taylor Dayne
## 894 Tiffany
## 895 New Edition
## 896 Taylor Dayne
## 897 Information Society
## 898 Gloria Estefan and Miami Sound Machine
## 899 R.E.M.
## 900 Tone Lōc
## 901 Guns N’ Roses
## 902 Jody Watley with Eric B. & Rakim
## 903 Guns N’ Roses
## 904 Jody Watley
## 905 Dino
## 906 Cher and Peter Cetera
## 907 Love and Rockets
## 908 Richard Marx
## 909 Madonna
## 910 Michael Jackson
## 911 Fine Young Cannibals
## 912 Roxette
## 913 Skid Row
## 914 Guns N’ Roses
## 915 Warrant
## 916 Poison
## 917 Cher
## 918 The B-52s
## 919 Motley Crue
## 920 Michael Damian
## 921 Bobby Brown
## 922 Richard Marx
## 923 .38 Special
## 924 Vanessa Williams
## 925 Debbie Gibson
## 926 The Cure
## 927 Information Society
## 928 Paula Abdul
## 929 Sheriff
## 930 Young MC
## 931 Bobby Brown
## 932 Fine Young Cannibals
## 933 The Jeff Healey Band
## 934 Cyndi Lauper
## 935 Tears for Fears
## 936 Edie Brickell & New Bohemians
## 937 Natalie Cole
## 938 Bad English
## 939 Bon Jovi
## 940 Madonna
## 941 Martika
## 942 Boy Meets Girl
## 943 Madonna
## 944 Tiffany
## 945 Lita Ford and Ozzy Osbourne
## 946 Simply Red
## 947 Bobby Brown
## 948 Don Henley
## 949 Bette Midler
## 950 Tone Lōc
## 951 Great White
## 952 Donny Osmond
## 953 Milli Vanilli
## 954 Roxette
## 955 White Lion
## 956 Def Leppard
## 957 The Bangles
## 958 Bobby Brown
## 959 Karyn White
## 960 New Kids on the Block
## 961 Aerosmith
## 962 Mike + The Mechanics
## 963 Donna Summer
## 964 Neneh Cherry
## 965 Anita Baker
## 966 Deon Estus
## 967 Soul II Soul
## 968 New Kids on the Block
## 969 Surface
## 970 Paula Abdul
## 971 Gloria Estefan
## 972 The Bangles
## 973 Bon Jovi
## 974 Chicago
## 975 Sa-Fire
## 976 Milli Vanilli
## 977 New Kids on the Block
## 978 Janet Jackson
## 979 Annie Lennox & Al Green
## 980 Bobby Brown
## 981 Rick Astley
## 982 Exposé
## 983 Prince
## 984 Paula Abdul
## 985 Babyface
## 986 Ann Wilson and Robin Zander
## 987 Samantha Fox
## 988 Rod Stewart
## 989 Karyn White
## 990 Milli Vanilli
## 991 Phil Collins
## 992 Bon Jovi
## 993 Sheena Easton
## 994 Exposé
## 995 Boys Club
## 996 Taylor Dayne
## 997 New Kids on the Block
## 998 Will to Power
## Duration Time_Signature Danceability Energy Key Loudness Mode Speechiness
## 1 3:38 4 0.700 0.5820 11 -5.960 0 0.0356
## 2 4:04 4 0.264 0.6400 8 -6.221 1 0.0442
## 3 4:08 4 0.338 0.5620 9 -7.181 1 0.0290
## 4 2:17 4 0.911 0.6890 1 -6.176 1 0.2650
## 5 3:37 4 0.728 0.5630 1 -8.053 0 0.1340
## 6 2:59 4 0.587 0.9240 11 -5.433 0 0.0457
## 7 3:09 4 0.417 0.6860 7 -6.484 1 0.0373
## 8 3:40 4 0.808 0.5350 1 -12.521 1 0.0353
## 9 3:34 4 0.576 0.6830 7 -5.103 1 0.1180
## 10 3:29 4 0.792 0.6470 4 -8.314 1 0.0450
## 11 4:36 4 0.835 0.5090 0 -13.668 1 0.0548
## 12 4:28 4 0.589 0.7310 2 -6.343 1 0.0868
## 13 3:03 4 0.539 0.1600 3 -13.285 1 0.0329
## 14 2:56 4 0.752 0.6840 0 -7.599 1 0.1500
## 15 3:50 4 0.758 0.6860 11 -6.346 1 0.0792
## 16 4:06 4 0.946 0.6460 5 -6.604 1 0.2100
## 17 3:34 4 0.932 0.5280 5 -6.472 0 0.1610
## 18 3:18 4 0.795 0.5680 5 -7.817 0 0.1420
## 19 3:01 4 0.683 0.5540 6 -7.487 0 0.0500
## 20 4:03 4 0.513 0.2620 0 -16.875 1 0.0276
## 21 3:13 4 0.782 0.5800 7 -6.548 1 0.0407
## 22 2:43 4 0.599 0.7620 0 -6.887 1 0.0423
## 23 2:59 4 0.510 0.4880 7 -10.304 1 0.0304
## 24 3:58 3 0.365 0.4640 0 -8.412 0 0.3850
## 25 5:14 4 0.553 0.4580 8 -10.796 1 0.0381
## 26 2:21 4 0.482 0.0191 4 -28.939 1 0.0348
## 27 3:58 4 0.799 0.6230 0 -9.374 1 0.0812
## 28 3:51 4 0.469 0.2780 3 -16.311 0 0.0280
## 29 2:55 4 0.541 0.6180 1 -9.652 0 0.1790
## 30 4:18 4 0.480 0.1910 9 -20.594 1 0.0341
## 31 5:33 4 0.674 0.7710 7 -5.612 1 0.0246
## 32 5:24 4 0.498 0.7230 10 -8.053 1 0.0500
## 33 4:16 4 0.728 0.5240 7 -8.227 1 0.0255
## 34 4:55 4 0.707 0.3460 11 -12.397 0 0.0251
## 35 4:35 4 0.669 0.7020 0 -13.647 0 0.0439
## 36 4:18 4 0.652 0.4330 7 -12.843 1 0.0588
## 37 3:34 4 0.805 0.4980 7 -7.927 0 0.0737
## 38 4:47 4 0.402 0.5970 2 -9.258 1 0.0327
## 39 3:23 4 0.834 0.3740 1 -10.173 1 0.3330
## 40 2:50 4 0.676 0.6920 9 -13.093 1 0.0520
## 41 2:48 4 0.590 0.5460 7 -10.213 1 0.0436
## 42 2:41 4 0.758 0.8060 0 -4.243 1 0.0279
## 43 5:01 4 0.835 0.7650 1 -7.831 1 0.0681
## 44 4:06 3 0.450 0.4650 0 -7.034 1 0.0413
## 45 4:13 4 0.567 0.9450 9 -7.243 1 0.0458
## 46 4:21 4 0.786 0.5550 10 -10.276 1 0.0471
## 47 1:12 4 0.467 0.1460 2 -16.595 1 0.1220
## 48 4:31 4 0.734 0.6310 5 -6.887 1 0.0980
## 49 3:54 4 0.915 0.5910 0 -8.865 1 0.0597
## 50 3:28 4 0.651 0.7770 11 -7.853 1 0.1670
## 51 5:08 4 0.874 0.4190 5 -14.905 0 0.0563
## 52 4:07 4 0.859 0.7820 10 -8.344 1 0.0369
## 53 2:44 4 0.651 0.6530 0 -9.731 1 0.0545
## 54 2:08 4 0.251 0.8680 1 -2.685 1 0.1280
## 55 3:33 4 0.720 0.5690 2 -11.466 1 0.0418
## 56 3:41 4 0.803 0.5210 0 -7.775 1 0.0276
## 57 5:16 4 0.375 0.3830 9 -10.941 1 0.0277
## 58 4:31 4 0.435 0.6900 0 -6.635 0 0.0388
## 59 3:38 4 0.293 0.0348 4 -23.920 1 0.0414
## 60 3:16 4 0.571 0.5700 9 -14.091 1 0.0470
## 61 3:37 4 0.678 0.6930 1 -6.133 1 0.0249
## 62 5:47 4 0.812 0.5060 1 -8.825 0 0.0453
## 63 3:40 4 0.740 0.3940 2 -15.126 1 0.0331
## 64 4:02 4 0.720 0.8800 5 -8.988 1 0.0406
## 65 5:13 4 0.616 0.4440 10 -14.224 1 0.0276
## 66 3:00 4 0.743 0.6420 9 -11.897 0 0.0520
## 67 4:55 4 0.717 0.2530 7 -22.231 0 0.1610
## 68 3:04 3 0.237 0.3770 5 -8.798 1 0.0287
## 69 5:39 4 0.678 0.6210 5 -5.478 1 0.0623
## 70 3:38 4 0.871 0.7360 0 -7.896 0 0.0675
## 71 3:43 4 0.801 0.3880 1 -12.135 1 0.0505
## 72 4:05 4 0.837 0.7030 9 -9.385 0 0.0415
## 73 3:28 4 0.652 0.6540 6 -7.679 1 0.0275
## 74 2:48 4 0.735 0.4320 10 -12.840 0 0.1710
## 75 3:51 4 0.397 0.3480 6 -8.322 1 0.0281
## 76 4:04 4 0.660 0.7460 11 -7.696 0 0.0400
## 77 3:37 4 0.776 0.6350 2 -6.321 1 0.0282
## 78 3:41 4 0.677 0.6730 7 -13.673 1 0.0334
## 79 3:02 4 0.768 0.6750 9 -10.048 1 0.0526
## 80 3:41 4 0.601 0.4870 7 -11.119 1 0.0335
## 81 4:42 4 0.502 0.6460 2 -8.235 0 0.0799
## 82 2:47 4 0.461 0.4540 10 -12.352 1 0.0488
## 83 3:26 4 0.598 0.8160 4 -7.535 1 0.0487
## 84 4:35 4 0.416 0.9050 9 -5.478 1 0.0625
## 85 4:06 4 0.759 0.5150 10 -9.740 0 0.0314
## 86 4:37 4 0.585 0.7620 7 -9.888 1 0.0416
## 87 3:40 3 0.325 0.3430 10 -10.633 1 0.0340
## 88 4:02 4 0.624 0.3580 0 -17.456 0 0.0814
## 89 3:55 4 0.759 0.8030 9 -6.036 1 0.0386
## 90 4:12 4 0.551 0.4470 9 -12.293 1 0.0401
## 91 5:28 4 0.683 0.7740 11 -6.736 1 0.0337
## 92 3:29 4 0.917 0.4890 0 -5.417 1 0.0569
## 93 3:54 4 0.652 0.4420 9 -5.871 1 0.0248
## 94 3:46 4 0.625 0.4080 0 -12.627 1 0.0385
## 95 4:14 4 0.618 0.6320 0 -5.973 1 0.0253
## 96 3:30 4 0.584 0.7120 9 -5.826 1 0.0295
## 97 3:43 4 0.728 0.7700 11 -10.534 0 0.0961
## 98 1:51 1 0.209 0.3530 4 -16.722 1 0.0523
## 99 3:40 4 0.406 0.3800 9 -12.516 1 0.0271
## 100 1:41 4 0.910 0.0332 9 -16.874 0 0.4650
## 101 2:28 4 0.646 0.6680 2 -5.203 1 0.0282
## 102 2:40 4 0.575 0.6480 10 -4.891 1 0.0358
## 103 3:49 4 0.721 0.8020 1 -5.797 1 0.0583
## 104 2:52 4 0.824 0.7640 5 -4.175 0 0.0854
## 105 3:10 4 0.751 0.5010 5 -12.151 1 0.0551
## 106 3:16 3 0.760 0.7110 1 -6.966 1 0.0646
## 107 4:14 3 0.626 0.4280 2 -8.374 1 0.0261
## 108 4:58 4 0.809 0.4630 11 -11.377 1 0.0396
## 109 3:38 4 0.570 0.6780 6 -5.629 1 0.0598
## 110 2:42 4 0.554 0.7830 6 -5.852 1 0.0457
## 111 3:30 4 0.646 0.7950 9 -3.293 1 0.0976
## 112 3:33 4 0.631 0.9320 5 -4.142 1 0.0354
## 113 3:48 4 0.675 0.6490 5 -10.271 1 0.0319
## 114 3:13 4 0.647 0.8440 0 -3.756 1 0.0457
## 115 3:03 4 0.539 0.1600 3 -13.285 1 0.0329
## 116 3:20 4 0.306 0.7220 0 -5.963 1 0.0340
## 117 3:08 4 0.735 0.4250 0 -6.648 1 0.0464
## 118 4:54 4 0.454 0.7880 6 -6.748 1 0.0371
## 119 2:53 4 0.627 0.7960 10 -5.192 1 0.0800
## 120 2:55 4 0.500 0.7100 3 -3.015 1 0.0339
## 121 7:18 4 0.749 0.4970 10 -12.609 0 0.1050
## 122 3:34 4 0.932 0.5280 5 -6.472 0 0.1610
## 123 3:19 4 0.641 0.8940 8 -7.410 1 0.0273
## 124 2:44 4 0.720 0.6790 0 -5.385 0 0.0360
## 125 2:51 4 0.741 0.5800 4 -9.050 1 0.0304
## 126 4:52 4 0.330 0.4690 10 -9.286 0 0.0335
## 127 4:58 4 0.886 0.6640 1 -11.795 1 0.0524
## 128 2:29 4 0.586 0.8160 7 -6.331 1 0.2830
## 129 3:37 4 0.850 0.9380 9 -6.889 0 0.0415
## 130 3:18 4 0.587 0.7100 1 -5.453 1 0.0254
## 131 3:59 4 0.371 0.7580 7 -5.679 1 0.0360
## 132 3:06 4 0.306 0.8730 0 -3.668 0 0.0567
## 133 3:50 4 0.344 0.4660 0 -8.453 1 0.0255
## 134 4:10 4 0.452 0.3130 8 -9.309 1 0.0260
## 135 3:29 4 0.393 0.3120 9 -16.918 1 0.0366
## 136 5:09 4 0.936 0.2490 2 -18.341 1 0.0641
## 137 3:11 4 0.685 0.7180 0 -7.724 1 0.0521
## 138 4:24 4 0.815 0.7410 0 -9.478 1 0.0310
## 139 4:04 4 0.631 0.5970 4 -7.382 0 0.0260
## 140 3:20 4 0.760 0.5560 5 -8.872 0 0.0817
## 141 2:42 3 0.644 0.3750 2 -10.588 0 0.0284
## 142 4:19 4 0.396 0.4790 5 -8.072 1 0.0268
## 143 4:31 4 0.855 0.8030 4 -5.849 0 0.0316
## 144 3:04 4 0.244 0.4400 7 -7.777 1 0.0475
## 145 4:27 4 0.787 0.6300 0 -12.295 1 0.0609
## 146 5:08 4 0.874 0.4190 5 -14.905 0 0.0563
## 147 4:31 4 0.799 0.4040 11 -13.597 0 0.0461
## 148 2:48 4 0.680 0.5890 0 -10.010 1 0.0247
## 149 2:51 4 0.717 0.7120 0 -6.098 1 0.0765
## 150 3:56 4 0.701 0.7940 9 -6.160 1 0.0757
## 151 4:39 4 0.791 0.7000 11 -6.960 1 0.0297
## 152 3:09 4 0.709 0.7210 2 -3.520 1 0.0281
## 153 4:28 4 0.461 0.2750 10 -12.331 1 0.0259
## 154 3:41 4 0.537 0.4170 4 -7.209 1 0.0273
## 155 3:59 4 0.607 0.6120 0 -8.666 1 0.0523
## 156 4:53 4 0.892 0.5930 0 -9.429 0 0.0405
## 157 3:53 4 0.778 0.6670 11 -7.273 1 0.0258
## 158 4:06 4 0.649 0.4340 0 -9.529 0 0.0267
## 159 4:05 4 0.511 0.2450 2 -16.755 1 0.0396
## 160 5:12 4 0.602 0.7320 2 -8.290 1 0.0282
## 161 3:47 4 0.557 0.6090 2 -7.038 1 0.0308
## 162 4:17 4 0.341 0.3240 0 -11.864 1 0.0250
## 163 2:43 4 0.577 0.9150 4 -7.305 1 0.1010
## 164 3:40 4 0.728 0.5110 10 -11.178 1 0.0233
## 165 4:09 4 0.744 0.3760 6 -14.937 0 0.0395
## 166 4:34 4 0.706 0.4030 2 -15.017 1 0.0277
## 167 4:23 4 0.409 0.4280 11 -13.195 1 0.0412
## 168 4:13 4 0.568 0.3290 4 -12.395 1 0.0315
## 169 4:33 4 0.530 0.5190 1 -11.626 1 0.0469
## 170 5:22 4 0.587 0.6980 4 -7.789 0 0.0300
## 171 3:41 4 0.484 0.3400 1 -11.932 0 0.0276
## 172 3:37 4 0.359 0.1930 9 -17.120 0 0.0387
## 173 3:22 4 0.576 0.9000 5 -2.879 0 0.1240
## 174 3:26 4 0.696 0.5930 5 -10.283 1 0.0399
## 175 5:31 4 0.735 0.6650 9 -8.426 1 0.0280
## 176 3:09 4 0.415 0.3590 7 -11.094 1 0.0334
## 177 4:24 4 0.326 0.3120 10 -10.307 1 0.0284
## 178 3:01 4 0.699 0.5150 11 -10.816 0 0.0299
## 179 4:00 4 0.513 0.9040 2 -3.524 1 0.0499
## 180 5:15 4 0.457 0.3550 0 -12.700 1 0.0284
## 181 4:09 4 0.653 0.8500 10 -7.507 1 0.0303
## 182 3:21 3 0.435 0.3110 5 -12.342 1 0.0331
## 183 3:46 4 0.760 0.7650 0 -9.319 1 0.0352
## 184 4:38 4 0.728 0.4320 9 -15.269 1 0.0329
## 185 3:01 4 0.474 0.8950 11 -5.105 1 0.0826
## 186 3:16 4 0.805 0.7500 0 -5.583 1 0.0494
## 187 3:13 4 0.657 0.2670 3 -15.333 1 0.0288
## 188 3:04 4 0.562 0.3790 1 -8.785 1 0.0293
## 189 5:39 4 0.346 0.8680 9 -5.098 0 0.0413
## 190 4:24 4 0.849 0.3240 7 -16.319 1 0.0652
## 191 3:14 4 0.523 0.5430 2 -12.128 1 0.0358
## 192 15:29 4 0.617 0.6910 7 -11.322 1 0.0947
## 193 3:10 4 0.464 0.7490 6 -5.724 0 0.0294
## 194 3:54 4 0.434 0.5110 2 -11.570 1 0.1070
## 195 3:52 4 0.413 0.6140 7 -8.224 0 0.0550
## 196 3:46 4 0.597 0.3230 5 -15.648 1 0.0495
## 197 3:24 4 0.863 0.6490 9 -12.026 0 0.0577
## 198 3:20 4 0.346 0.8690 11 -7.019 1 0.0448
## 199 2:52 4 0.651 0.9260 2 -5.216 1 0.0659
## 200 3:17 4 0.620 0.2140 11 -8.763 1 0.0345
## 201 2:29 4 0.681 0.7140 1 -4.617 0 0.0309
## 202 0:41 4 0.706 0.8500 11 -3.308 1 0.2820
## 203 2:33 4 0.500 0.5010 0 -8.284 0 0.0376
## 204 2:55 4 0.535 0.7160 4 -5.025 1 0.0431
## 205 2:58 4 0.619 0.6030 9 -9.481 1 0.0342
## 206 3:30 4 0.504 0.7850 8 -4.802 1 0.1040
## 207 8:04 4 0.574 0.5120 5 -6.664 0 0.0503
## 208 3:59 4 0.434 0.5860 9 -7.612 1 0.1380
## 209 3:13 4 0.647 0.8440 0 -3.756 1 0.0457
## 210 4:03 4 0.815 0.4380 0 -14.522 0 0.0346
## 211 2:53 4 0.710 0.5700 2 -4.990 0 0.0295
## 212 3:21 4 0.805 0.4790 4 -14.734 1 0.0436
## 213 3:51 4 0.463 0.4270 8 -9.799 0 0.0549
## 214 4:14 4 0.811 0.4100 9 -8.214 1 0.0391
## 215 3:01 4 0.255 0.4680 7 -6.430 0 0.0317
## 216 3:02 4 0.770 0.8960 0 -3.971 1 0.0390
## 217 5:31 4 0.365 0.5130 7 -13.034 0 0.0357
## 218 3:42 4 0.671 0.4180 6 -14.124 0 0.0371
## 219 4:36 4 0.823 0.4170 2 -12.643 1 0.0320
## 220 3:36 4 0.653 0.6770 0 -12.244 1 0.0396
## 221 5:29 4 0.591 0.8040 0 -7.299 1 0.0454
## 222 3:47 4 0.777 0.4140 6 -7.440 0 0.0946
## 223 5:41 4 0.388 0.7200 7 -5.541 1 0.0330
## 224 4:52 4 0.330 0.4690 10 -9.286 0 0.0335
## 225 3:38 4 0.785 0.7370 9 -5.306 1 0.0363
## 226 3:52 4 0.624 0.3060 2 -11.831 1 0.0318
## 227 5:08 4 0.791 0.5340 9 -13.261 0 0.0355
## 228 4:49 4 0.776 0.7430 9 -6.807 1 0.0289
## 229 3:47 4 0.306 0.8600 1 -7.371 1 0.0534
## 230 3:31 4 0.877 0.5600 7 -8.529 1 0.0621
## 231 5:07 4 0.889 0.4410 0 -9.506 0 0.0379
## 232 3:39 4 0.706 0.4600 1 -9.061 1 0.0296
## 233 2:14 4 0.952 0.4940 10 -8.869 0 0.0826
## 234 3:29 4 0.739 0.7490 8 -5.586 1 0.0337
## 235 3:57 4 0.434 0.5070 5 -10.422 1 0.0358
## 236 2:25 4 0.570 0.5290 5 -10.769 1 0.0280
## 237 3:32 4 0.524 0.2610 2 -13.868 1 0.0272
## 238 2:36 4 0.702 0.6160 6 -4.903 1 0.3260
## 239 4:39 4 0.425 0.6810 1 -8.604 0 0.0316
## 240 1:55 4 0.873 0.6630 1 -4.086 1 0.1500
## 241 4:46 4 0.587 0.3930 0 -11.455 1 0.0280
## 242 3:57 4 0.859 0.5680 4 -12.516 0 0.0387
## 243 3:46 4 0.584 0.7080 5 -10.039 1 0.0593
## 244 5:17 4 0.870 0.2990 10 -13.409 1 0.2480
## 245 3:29 4 0.547 0.6360 11 -10.948 1 0.0314
## 246 3:41 4 0.510 0.7710 2 -6.666 1 0.0341
## 247 4:34 4 0.611 0.7940 0 -6.042 1 0.0283
## 248 3:28 4 0.404 0.5910 11 -12.277 1 0.0724
## 249 4:16 4 0.628 0.1590 8 -14.363 1 0.0333
## 250 3:04 4 0.244 0.4400 7 -7.777 1 0.0475
## 251 3:46 4 0.567 0.6920 4 -7.881 1 0.0379
## 252 3:50 4 0.627 0.3850 9 -13.655 0 0.0537
## 253 2:33 4 0.587 0.9940 2 -5.610 1 0.0451
## 254 2:44 3 0.539 0.2600 0 -10.414 0 0.0268
## 255 3:45 4 0.490 0.4320 3 -9.327 1 0.0298
## 256 1:56 4 0.774 0.6000 10 -6.728 0 0.1200
## 257 4:41 4 0.820 0.8380 9 -6.860 0 0.0410
## 258 3:56 4 0.549 0.3240 4 -11.769 1 0.0285
## 259 3:18 4 0.503 0.6590 0 -6.829 1 0.0356
## 260 3:00 4 0.672 0.3880 0 -8.009 1 0.0315
## 261 3:52 4 0.531 0.4300 11 -14.523 0 0.0578
## 262 2:19 4 0.388 0.5320 1 -8.685 1 0.1020
## 263 3:57 4 0.573 0.8060 0 -10.978 1 0.0356
## 264 3:12 5 0.569 0.7340 6 -4.370 0 0.3280
## 265 2:16 4 0.387 0.7060 9 -8.740 1 0.1280
## 266 2:51 4 0.526 0.5430 2 -12.895 1 0.0403
## 267 5:08 4 0.667 0.3630 4 -13.498 1 0.0275
## 268 5:02 4 0.641 0.8210 5 -8.783 0 0.0325
## 269 3:01 4 0.448 0.1430 4 -21.261 1 0.0597
## 270 3:00 4 0.799 0.7140 1 -9.472 0 0.0421
## 271 3:41 4 0.640 0.4400 4 -15.938 1 0.0295
## 272 3:42 4 0.696 0.5320 5 -9.705 1 0.0237
## 273 3:48 4 0.415 0.5950 9 -8.870 1 0.0328
## 274 3:56 4 0.594 0.8150 8 -3.467 1 0.0423
## 275 4:25 4 0.763 0.6240 1 -6.295 1 0.0432
## 276 3:41 4 0.513 0.5260 3 -4.659 0 0.0314
## 277 2:53 4 0.787 0.7490 7 -12.695 1 0.0410
## 278 4:18 4 0.812 0.6970 4 -8.741 1 0.0455
## 279 3:53 4 0.654 0.7640 9 -4.046 0 0.0289
## 280 3:22 4 0.455 0.4440 1 -9.800 1 0.0323
## 281 4:16 4 0.753 0.8340 4 -6.516 1 0.1150
## 282 3:37 4 0.756 0.7150 7 -7.840 1 0.0309
## 283 3:54 4 0.445 0.8180 0 -9.797 1 0.0406
## 284 4:20 4 0.834 0.7050 7 -7.366 1 0.0433
## 285 4:08 4 0.338 0.2950 1 -14.062 1 0.0388
## 286 5:19 4 0.365 0.3930 9 -8.135 1 0.0300
## 287 3:17 4 0.765 0.6670 9 -8.605 1 0.0456
## 288 4:25 4 0.570 0.3390 3 -17.679 1 0.0310
## 289 3:42 4 0.740 0.6580 4 -9.314 0 0.0448
## 290 3:49 4 0.802 0.8310 10 -6.743 1 0.0627
## 291 3:45 4 0.838 0.6470 0 -5.584 1 0.0427
## 292 3:27 4 0.811 0.4960 10 -9.505 0 0.0727
## 293 3:18 3 0.633 0.4510 7 -8.515 1 0.0245
## 294 4:17 4 0.634 0.4480 10 -8.468 1 0.0304
## 295 6:25 4 0.540 0.9720 4 -5.224 0 0.1100
## 296 2:31 4 0.764 0.8610 5 -5.035 0 0.0481
## 297 3:09 4 0.552 0.6560 9 -9.094 0 0.1910
## 298 3:13 4 0.500 0.8090 9 -6.702 1 0.0494
## 299 4:03 4 0.476 0.2490 7 -8.928 1 0.0261
## 300 2:17 4 0.504 0.3080 9 -14.958 1 0.0321
## 301 4:13 4 0.820 0.4520 1 -9.796 1 0.0348
## 302 4:55 4 0.671 0.3730 9 -18.064 1 0.0323
## 303 2:24 4 0.915 0.4530 10 -4.589 0 0.2700
## 304 3:36 4 0.692 0.7110 0 -7.498 0 0.0317
## 305 3:17 4 0.701 0.9440 4 -2.986 1 0.0455
## 306 4:33 4 0.724 0.4980 11 -13.083 0 0.0423
## 307 4:54 4 0.932 0.4570 11 -9.620 0 0.0541
## 308 3:31 4 0.901 0.1360 8 -16.127 0 0.1020
## 309 2:58 4 0.682 0.6830 8 -6.444 0 0.0287
## 310 3:42 4 0.739 0.4590 11 -14.420 0 0.0294
## 311 4:27 4 0.431 0.7230 8 -5.887 1 0.0568
## 312 4:18 4 0.776 0.7110 3 -9.030 0 0.0473
## 313 2:55 4 0.620 0.9360 7 -4.593 1 0.0308
## 314 4:47 4 0.450 0.6560 2 -7.049 1 0.0472
## 315 3:57 4 0.572 0.6550 7 -7.027 0 0.0344
## 316 3:05 4 0.628 0.6390 8 -5.460 1 0.0435
## 317 3:33 4 0.781 0.7680 11 -5.991 1 0.0394
## 318 2:28 4 0.712 0.8610 5 -5.487 0 0.2500
## 319 3:42 3 0.489 0.6080 5 -5.329 1 0.0274
## 320 3:40 4 0.691 0.8120 0 -7.772 1 0.0558
## 321 3:42 4 0.797 0.8720 9 -6.727 0 0.0575
## 322 5:23 4 0.469 0.9600 4 -4.809 0 0.0629
## 323 4:09 4 0.592 0.4730 8 -9.834 1 0.0354
## 324 5:41 4 0.388 0.7200 7 -5.541 1 0.0330
## 325 3:58 4 0.805 0.6020 0 -9.700 0 0.0579
## 326 2:32 4 0.469 0.9090 10 -6.726 0 0.0389
## 327 4:50 4 0.409 0.9200 11 -5.439 0 0.1200
## 328 4:15 4 0.541 0.4400 10 -12.206 1 0.0310
## 329 4:26 4 0.419 0.6030 11 -5.630 1 0.0284
## 330 4:06 4 0.628 0.4090 2 -14.348 1 0.0306
## 331 3:31 4 0.587 0.2370 0 -18.466 1 0.0272
## 332 4:37 4 0.555 0.6980 0 -8.874 1 0.0287
## 333 4:49 4 0.776 0.7430 9 -6.807 1 0.0289
## 334 4:22 4 0.744 0.3760 4 -14.996 0 0.0366
## 335 4:01 4 0.779 0.8700 5 -13.141 0 0.0574
## 336 2:59 4 0.592 0.2050 9 -14.601 1 0.0480
## 337 3:25 4 0.805 0.4180 7 -14.374 1 0.0978
## 338 3:42 4 0.681 0.5270 9 -10.422 1 0.0561
## 339 3:07 4 0.579 0.9040 10 -4.450 0 0.1500
## 340 3:28 4 0.802 0.5020 11 -7.136 0 0.0590
## 341 3:55 4 0.822 0.6860 10 -10.456 0 0.0472
## 342 3:31 4 0.482 0.2110 3 -14.518 1 0.0318
## 343 3:39 4 0.611 0.7770 7 -5.853 1 0.0376
## 344 3:49 4 0.646 0.8090 1 -3.990 0 0.0282
## 345 6:03 4 0.842 0.8720 9 -8.234 1 0.0455
## 346 3:35 4 0.631 0.5050 7 -12.083 0 0.0903
## 347 3:51 4 0.598 0.9010 2 -6.081 1 0.0359
## 348 5:33 4 0.651 0.6990 4 -7.867 0 0.0277
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## 350 5:36 4 0.756 0.7720 5 -6.650 0 0.0306
## 351 4:15 4 0.639 0.4030 7 -12.401 1 0.0349
## 352 3:41 4 0.702 0.8710 10 -6.728 0 0.0926
## 353 4:20 4 0.744 0.5830 1 -12.595 1 0.0429
## 354 3:43 4 0.706 0.9120 8 -4.440 0 0.0565
## 355 4:41 4 0.798 0.2920 0 -17.112 1 0.0777
## 356 4:53 4 0.539 0.3060 0 -15.067 0 0.0264
## 357 0:59 4 0.640 0.5680 7 -10.600 1 0.5240
## 358 5:28 4 0.663 0.4820 1 -12.093 1 0.0479
## 359 5:20 4 0.758 0.6380 8 -13.010 0 0.0378
## 360 5:34 4 0.773 0.4070 2 -15.039 1 0.0752
## 361 3:25 4 0.785 0.9500 5 -6.715 0 0.0484
## 362 4:57 4 0.638 0.7830 11 -9.455 0 0.0435
## 363 3:49 4 0.565 0.8940 8 -5.241 1 0.1750
## 364 2:45 4 0.632 0.5820 5 -13.461 1 0.0440
## 365 3:44 4 0.716 0.7730 0 -6.329 0 0.0369
## 366 3:09 4 0.608 0.6380 8 -7.215 1 0.0561
## 367 3:47 4 0.974 0.4030 2 -12.943 1 0.2730
## 368 3:49 4 0.854 0.8040 0 -4.738 1 0.0349
## 369 3:41 4 0.799 0.7550 9 -11.538 1 0.0419
## 370 4:00 4 0.689 0.7890 2 -8.565 1 0.0359
## 371 4:05 4 0.866 0.5600 5 -9.848 0 0.0501
## 372 3:10 4 0.567 0.7260 6 -4.705 1 0.0309
## 373 7:58 4 0.656 0.7560 11 -6.516 0 0.0399
## 374 3:50 4 0.690 0.8370 7 -8.312 1 0.0289
## 375 5:03 4 0.736 0.8580 1 -6.054 1 0.0980
## 376 4:55 4 0.615 0.5630 9 -7.585 1 0.0254
## 377 3:56 4 0.491 0.7510 7 -11.549 1 0.0686
## 378 3:29 4 0.624 0.9910 1 -3.467 0 0.1350
## 379 3:18 4 0.679 0.6090 0 -9.482 0 0.0347
## 380 3:31 4 0.586 0.5740 4 -10.830 1 0.0312
## 381 5:26 4 0.585 0.7950 2 -8.269 0 0.0358
## 382 3:45 4 0.724 0.6450 0 -6.699 1 0.0852
## 383 3:27 4 0.254 0.8530 2 -10.218 1 0.0517
## 384 3:59 5 0.538 0.6650 2 -7.450 0 0.3060
## 385 5:37 4 0.694 0.7160 7 -7.468 1 0.0513
## 386 2:59 4 0.731 0.6480 2 -5.406 1 0.1170
## 387 3:36 4 0.725 0.7300 2 -7.072 1 0.0266
## 388 3:59 4 0.495 0.7720 9 -11.164 1 0.0535
## 389 2:54 4 0.415 0.5100 0 -5.022 1 0.0343
## 390 4:19 4 0.522 0.7400 9 -6.496 1 0.0284
## 391 3:14 4 0.525 0.9310 9 -5.593 1 0.0583
## 392 3:58 4 0.403 0.9620 0 -3.232 0 0.0924
## 393 3:42 4 0.844 0.6830 9 -4.292 1 0.0883
## 394 4:09 4 0.570 0.9670 7 -4.956 1 0.0760
## 395 4:14 4 0.946 0.8270 11 -8.271 0 0.0467
## 396 3:40 4 0.578 0.7030 9 -7.816 0 0.0291
## 397 3:35 4 0.379 0.3870 8 -9.283 1 0.0278
## 398 3:15 4 0.177 0.9040 4 -7.145 1 0.0586
## 399 2:34 4 0.823 0.5970 1 -12.983 1 0.2590
## 400 2:58 4 0.552 0.7020 9 -5.707 1 0.1570
## 401 3:58 4 0.710 0.7990 6 -4.897 1 0.0328
## 402 3:17 4 0.701 0.9440 4 -2.986 1 0.0455
## 403 4:01 4 0.527 0.9420 1 -5.640 0 0.0366
## 404 4:01 4 0.726 0.4490 0 -9.206 1 0.0286
## 405 3:57 4 0.621 0.8730 5 -3.067 0 0.0369
## 406 3:51 4 0.620 0.5730 0 -11.893 1 0.0423
## 407 3:52 4 0.645 0.7920 4 -7.340 0 0.0360
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## 409 2:47 4 0.599 0.8070 4 -4.679 1 0.0402
## 410 4:09 4 0.581 0.2100 8 -10.426 1 0.0321
## 411 4:59 4 0.540 0.8160 9 -6.197 1 0.0421
## 412 3:38 4 0.811 0.8230 4 -5.921 0 0.0423
## 413 4:12 4 0.668 0.7300 10 -7.182 1 0.0366
## 414 3:51 4 0.636 0.4670 4 -10.100 1 0.0421
## 415 3:26 4 0.581 0.4980 1 -6.900 1 0.0276
## 416 4:22 4 0.748 0.5510 1 -9.054 1 0.0239
## 417 4:53 3 0.549 0.4400 7 -8.192 1 0.0264
## 418 3:27 4 0.391 0.5830 7 -4.929 0 0.0899
## 419 3:04 4 0.917 0.5880 10 -11.047 1 0.0607
## 420 4:04 4 0.790 0.6490 5 -7.507 1 0.0265
## 421 3:40 4 0.546 0.8950 9 -7.189 1 0.0579
## 422 4:55 4 0.578 0.4300 5 -6.134 0 0.0305
## 423 4:28 4 0.744 0.7980 7 -5.981 1 0.0364
## 424 4:17 4 0.623 0.7390 7 -8.116 1 0.0244
## 425 5:57 4 0.771 0.6870 11 -9.814 1 0.0693
## 426 3:56 4 0.700 0.9270 9 -4.981 0 0.0358
## 427 2:17 4 0.838 0.8020 11 -3.639 0 0.0445
## 428 4:29 4 0.552 0.5520 11 -9.736 0 0.0364
## 429 4:25 4 0.628 0.9340 11 -6.026 1 0.0527
## 430 3:25 3 0.599 0.4630 7 -7.449 1 0.0472
## 431 5:52 4 0.729 0.9890 9 -4.613 0 0.0490
## 432 4:56 3 0.497 0.6930 8 -7.024 1 0.0565
## 433 3:13 4 0.744 0.6280 2 -5.435 1 0.0287
## 434 2:49 4 0.469 0.5840 1 -6.104 1 0.0832
## 435 3:19 4 0.402 0.6430 5 -8.749 1 0.0317
## 436 4:05 4 0.788 0.8460 4 -5.017 1 0.0372
## 437 4:54 4 0.648 0.7550 0 -7.901 1 0.0300
## 438 2:37 4 0.628 0.8890 11 -3.573 1 0.0983
## 439 4:43 4 0.635 0.7950 7 -5.313 1 0.0269
## 440 3:37 4 0.637 0.3330 3 -9.603 1 0.0262
## 441 4:46 4 0.787 0.6160 7 -9.811 1 0.0324
## 442 3:55 4 0.822 0.6860 10 -10.456 0 0.0472
## 443 3:04 4 0.728 0.8550 2 -6.031 1 0.0333
## 444 4:33 4 0.610 0.9460 4 -5.357 1 0.0378
## 445 4:22 4 0.808 0.4850 0 -8.829 1 0.0560
## 446 3:28 4 0.684 0.8650 1 -3.979 0 0.4320
## 447 4:05 4 0.669 0.6340 2 -11.903 0 0.0488
## 448 3:49 4 0.333 0.6950 5 -5.116 1 0.0465
## 449 5:02 4 0.448 0.3500 5 -16.239 1 0.0393
## 450 4:34 4 0.699 0.3880 6 -10.722 1 0.0531
## 451 4:07 4 0.591 0.7030 10 -6.211 1 0.0256
## 452 5:43 4 0.698 0.9120 11 -8.993 1 0.0675
## 453 3:45 4 0.389 0.5630 9 -21.191 1 0.0622
## 454 4:20 4 0.744 0.5830 1 -12.595 1 0.0429
## 455 3:34 4 0.709 0.6870 10 -10.462 0 0.0519
## 456 5:20 4 0.665 0.6240 10 -11.106 0 0.0490
## 457 4:27 4 0.554 0.8880 0 -6.664 1 0.0870
## 458 4:43 4 0.584 0.6120 2 -5.833 1 0.0283
## 459 3:53 3 0.349 0.6670 7 -7.407 1 0.0329
## 460 4:27 4 0.842 0.6970 10 -13.796 0 0.0654
## 461 4:09 4 0.743 0.5000 9 -14.105 1 0.0513
## 462 5:37 4 0.803 0.8140 4 -4.579 0 0.0381
## 463 4:53 4 0.791 0.6200 1 -6.204 0 0.0344
## 464 4:55 4 0.761 0.7420 0 -11.207 1 0.0250
## 465 5:18 4 0.509 0.3820 0 -9.441 1 0.0351
## 466 3:31 4 0.672 0.8980 2 -4.920 1 0.0540
## 467 3:41 4 0.629 0.6080 2 -7.247 0 0.0770
## 468 3:49 4 0.583 0.8910 9 -4.565 0 0.0345
## 469 4:34 4 0.751 0.6170 2 -15.103 1 0.0390
## 470 5:04 4 0.594 0.7570 10 -8.820 1 0.0379
## 471 5:23 4 0.660 0.7490 9 -7.282 0 0.0372
## 472 3:58 4 0.853 0.6180 10 -8.031 1 0.0296
## 473 4:16 4 0.536 0.8690 7 -4.560 1 0.1510
## 474 3:47 4 0.620 0.6390 4 -12.478 1 0.0466
## 475 3:23 4 0.505 0.0357 1 -27.683 0 0.0305
## 476 4:19 4 0.617 0.8600 11 -4.548 0 0.0896
## 477 3:44 1 0.560 0.2820 0 -13.241 1 0.0287
## 478 4:29 4 0.768 0.8160 7 -6.660 0 0.0388
## 479 9:03 4 0.759 0.6750 3 -14.366 0 0.0422
## 480 3:34 4 0.712 0.9360 2 -4.246 1 0.0364
## 481 3:32 4 0.597 0.9020 7 -4.246 0 0.0355
## 482 4:30 4 0.268 0.7240 6 -4.772 1 0.1220
## 483 3:59 4 0.620 0.4990 1 -7.937 1 0.0232
## 484 2:56 4 0.418 0.4190 0 -9.979 0 0.0559
## 485 4:57 4 0.472 0.7240 9 -5.061 0 0.0522
## 486 4:31 4 0.980 0.8460 8 -7.696 0 0.1390
## 487 4:33 4 0.603 0.9730 5 -4.454 0 0.1760
## 488 3:50 4 0.568 0.3540 8 -10.641 1 0.0325
## 489 3:18 4 0.506 0.8380 0 -4.409 0 0.0357
## 490 4:09 4 0.767 0.6000 9 -9.865 0 0.0374
## 491 3:11 4 0.960 0.5520 7 -4.970 1 0.2500
## 492 5:43 4 0.608 0.6910 5 -8.885 0 0.0356
## 493 3:38 4 0.605 0.6930 1 -8.840 0 0.0409
## 494 4:36 4 0.742 0.8010 1 -10.373 1 0.0531
## 495 2:48 4 0.674 0.9140 6 -4.923 1 0.0353
## 496 3:44 4 0.533 0.3040 5 -7.617 1 0.0364
## 497 3:50 4 0.855 0.4820 1 -8.902 1 0.0576
## 498 3:09 4 0.584 0.8500 7 -4.196 1 0.0469
## 499 4:05 4 0.633 0.5460 1 -12.346 1 0.0399
## 500 3:45 4 0.573 0.9020 6 -7.638 0 0.0540
## 501 4:11 4 0.645 0.7950 7 -12.095 1 0.0527
## 502 4:01 4 0.527 0.9420 1 -5.640 0 0.0366
## 503 3:36 4 0.509 0.8340 2 -6.205 1 0.0386
## 504 3:13 4 0.551 0.4020 11 -7.431 1 0.0262
## 505 5:00 4 0.574 0.6280 2 -8.815 0 0.0360
## 506 5:04 4 0.477 0.4710 6 -10.036 1 0.0277
## 507 4:18 4 0.734 0.5800 9 -6.619 0 0.0321
## 508 3:30 4 0.330 0.4830 9 -9.394 1 0.0399
## 509 3:58 4 0.597 0.8700 10 -11.970 1 0.0371
## 510 4:48 4 0.516 0.5490 6 -13.741 1 0.0373
## 511 4:38 4 0.398 0.9520 4 -6.042 1 0.0610
## 512 2:59 4 0.551 0.8730 0 -5.157 0 0.2180
## 513 3:21 4 0.587 0.7670 0 -5.713 1 0.0449
## 514 3:49 4 0.583 0.6020 11 -6.364 1 0.0274
## 515 3:55 4 0.740 0.7660 6 -2.939 1 0.1780
## 516 5:05 4 0.740 0.9230 1 -5.082 1 0.0369
## 517 3:54 4 0.768 0.8280 5 -5.109 1 0.0313
## 518 4:56 4 0.661 0.9080 5 -4.897 1 0.0390
## 519 2:07 4 0.548 0.7320 11 -5.652 0 0.3360
## 520 4:54 4 0.408 0.4800 9 -11.017 1 0.0266
## 521 3:53 4 0.561 0.8110 4 -6.157 1 0.0265
## 522 6:33 4 0.511 0.9420 0 -10.407 1 0.0429
## 523 4:00 4 0.742 0.8830 0 -3.419 1 0.0329
## 524 3:48 4 0.670 0.4780 4 -8.689 0 0.0355
## 525 4:14 4 0.574 0.9600 9 -4.906 1 0.0320
## 526 3:39 4 0.718 0.8200 5 -3.453 0 0.0323
## 527 2:59 4 0.677 0.5560 9 -6.544 1 0.0306
## 528 2:51 4 0.842 0.9270 2 -1.496 1 0.0439
## 529 4:17 4 0.623 0.7390 7 -8.116 1 0.0244
## 530 4:12 4 0.662 0.6240 10 -13.606 0 0.0417
## 531 3:21 4 0.833 0.4670 0 -7.890 1 0.0619
## 532 3:38 4 0.771 0.6550 3 -10.842 0 0.0372
## 533 4:29 4 0.552 0.5520 11 -9.736 0 0.0364
## 534 3:58 3 0.636 0.2640 6 -14.567 0 0.0263
## 535 5:02 4 0.899 0.4590 6 -15.557 0 0.0366
## 536 3:44 4 0.604 0.4660 0 -10.093 1 0.0315
## 537 4:23 4 0.714 0.9350 5 -5.195 1 0.0849
## 538 6:30 4 0.673 0.8630 5 -10.352 1 0.0451
## 539 8:26 4 0.667 0.6550 2 -9.339 0 0.0367
## 540 4:09 4 0.806 0.6490 9 -9.004 0 0.0347
## 541 4:11 4 0.612 0.6000 9 -10.945 1 0.0327
## 542 4:23 4 0.422 0.5380 5 -12.162 0 0.0617
## 543 4:39 4 0.547 0.5380 11 -11.390 0 0.0567
## 544 3:37 4 0.706 0.8140 1 -5.405 1 0.0569
## 545 3:35 4 0.761 0.6700 2 -12.759 1 0.0438
## 546 3:47 4 0.622 0.8650 7 -6.369 1 0.0531
## 547 4:15 4 0.690 0.6740 8 -5.866 0 0.0471
## 548 5:32 4 0.680 0.3890 8 -13.239 1 0.0545
## 549 3:41 4 0.245 0.6300 2 -7.065 0 0.0380
## 550 2:40 4 0.503 0.6200 11 -6.069 1 0.0295
## 551 2:19 4 0.585 0.0859 6 -11.478 0 0.0484
## 552 4:08 4 0.341 0.3090 4 -9.166 1 0.0315
## 553 7:14 4 0.587 0.5720 2 -9.656 1 0.0412
## 554 5:43 4 0.698 0.9120 11 -8.993 1 0.0675
## 555 2:49 4 0.729 0.8010 4 -9.066 0 0.0405
## 556 2:49 4 0.711 0.6370 2 -14.258 1 0.0284
## 557 2:48 4 0.687 0.5710 11 -9.671 0 0.0619
## 558 4:24 4 0.688 0.7820 5 -12.291 0 0.0340
## 559 4:23 4 0.583 0.5740 0 -9.044 1 0.0239
## 560 4:16 4 0.627 0.8490 9 -10.610 0 0.0309
## 561 4:17 4 0.741 0.8370 11 -7.622 0 0.0638
## 562 4:29 4 0.702 0.5580 7 -11.952 1 0.0288
## 563 5:37 4 0.673 0.6130 7 -11.997 1 0.0799
## 564 3:55 4 0.752 0.7430 7 -6.083 1 0.0331
## 565 5:47 4 0.871 0.5320 10 -13.335 0 0.0677
## 566 2:47 4 0.864 0.7030 6 -7.102 1 0.2400
## 567 5:52 4 0.669 0.7030 4 -5.789 0 0.0299
## 568 4:37 4 0.559 0.3650 5 -13.654 1 0.0332
## 569 4:00 4 0.798 0.5770 0 -10.347 1 0.0777
## 570 3:34 4 0.867 0.7430 11 -8.229 0 0.0325
## 571 5:58 4 0.259 0.9120 2 -5.665 1 0.0728
## 572 3:33 4 0.524 0.6900 9 -13.527 1 0.0416
## 573 4:13 4 0.752 0.8390 9 -6.879 1 0.0503
## 574 3:30 4 0.387 0.8280 1 -3.955 0 0.0382
## 575 5:12 4 0.320 0.4280 5 -14.262 1 0.0536
## 576 4:12 4 0.527 0.3420 3 -12.272 1 0.0336
## 577 4:02 4 0.634 0.8960 0 -3.073 0 0.0318
## 578 3:55 4 0.947 0.4570 2 -9.653 0 0.0686
## 579 4:39 4 0.680 0.4760 7 -15.447 1 0.0294
## 580 3:45 4 0.634 0.8860 9 -3.988 1 0.0329
## 581 5:05 4 0.732 0.8930 2 -8.355 1 0.0487
## 582 4:19 4 0.730 0.7560 9 -7.509 0 0.0492
## 583 5:22 4 0.453 0.2340 7 -16.943 1 0.0342
## 584 5:52 4 0.688 0.8990 2 -6.328 1 0.0734
## 585 3:50 4 0.638 0.7200 5 -6.846 1 0.0275
## 586 5:00 4 0.840 0.4340 11 -15.358 1 0.0491
## 587 3:45 4 0.725 0.7680 11 -12.281 1 0.0584
## 588 5:29 4 0.681 0.9390 9 -6.371 1 0.0962
## 589 2:03 4 0.634 0.5260 1 -10.281 0 0.0531
## 590 2:03 4 0.634 0.5260 1 -10.281 0 0.0531
## 591 3:39 4 0.719 0.5890 5 -11.870 1 0.0302
## 592 2:27 4 0.571 0.9240 7 -9.887 1 0.0385
## 593 5:33 4 0.714 0.7260 5 -6.621 0 0.0569
## 594 4:13 4 0.660 0.5790 0 -12.746 1 0.0290
## 595 4:17 4 0.571 0.5120 0 -9.730 1 0.0259
## 596 3:59 4 0.644 0.8910 2 -5.147 1 0.0526
## 597 4:34 4 0.524 0.7540 5 -3.264 0 0.0356
## 598 3:53 4 0.629 0.6160 4 -7.049 1 0.0239
## 599 4:52 4 0.748 0.8480 3 -6.570 1 0.0346
## 600 3:33 4 0.612 0.2800 0 -8.648 1 0.0434
## 601 2:56 4 0.931 0.4110 8 -8.433 1 0.0711
## 602 3:42 4 0.541 0.9590 0 -2.947 0 0.0505
## 603 3:28 4 0.526 0.7490 3 -6.964 1 0.0283
## 604 2:33 4 0.648 0.7810 9 -8.736 0 0.0271
## 605 3:36 4 0.578 0.6540 1 -12.421 0 0.0562
## 606 2:47 5 0.445 0.4550 7 -6.405 1 0.0575
## 607 3:20 4 0.602 0.7070 9 -4.097 1 0.3020
## 608 3:36 4 0.620 0.8690 6 -5.479 1 0.0462
## 609 3:28 4 0.820 0.5750 7 -9.144 1 0.0408
## 610 3:09 4 0.417 0.6860 7 -6.484 1 0.0373
## 611 4:29 4 0.800 0.5450 1 -7.002 0 0.1270
## 612 3:34 4 0.576 0.6830 7 -5.103 1 0.1180
## 613 3:35 4 0.544 0.8970 3 -6.056 0 0.0471
## 614 3:48 4 0.693 0.6780 8 -7.159 1 0.0324
## 615 3:56 4 0.403 0.9650 6 -2.238 1 0.0964
## 616 3:55 4 0.434 0.5630 11 -6.784 1 0.0268
## 617 3:40 4 0.653 0.7300 5 -10.613 1 0.0429
## 618 2:51 4 0.767 0.5930 4 -5.901 1 0.0413
## 619 4:15 4 0.497 0.7190 6 -9.397 1 0.0266
## 620 4:22 4 0.515 0.7550 5 -3.724 1 0.0383
## 621 4:18 4 0.520 0.6100 5 -7.935 1 0.0282
## 622 2:54 4 0.592 0.8910 10 -3.144 1 0.0512
## 623 4:35 4 0.832 0.5440 6 -12.697 1 0.0442
## 624 3:28 4 0.617 0.9310 0 -6.845 1 0.0345
## 625 4:45 4 0.656 0.9140 4 -7.471 0 0.0394
## 626 3:26 4 0.638 0.3350 7 -10.522 0 0.0854
## 627 5:43 4 0.286 0.5000 1 -14.281 0 0.0357
## 628 2:50 4 0.691 0.5310 6 -14.204 1 0.0546
## 629 3:47 4 0.397 0.2070 0 -13.155 1 0.0331
## 630 4:29 4 0.710 0.5140 9 -8.885 0 0.0278
## 631 2:29 4 0.729 0.5710 6 -7.060 1 0.0285
## 632 3:31 4 0.608 0.7680 1 -9.911 1 0.0364
## 633 3:49 4 0.722 0.9610 9 -4.812 1 0.0514
## 634 4:51 4 0.502 0.3050 9 -16.011 1 0.0339
## 635 5:43 4 0.632 0.6560 7 -9.290 1 0.0277
## 636 4:20 4 0.675 0.5010 10 -6.183 1 0.2200
## 637 4:37 4 0.752 0.8230 10 -9.455 0 0.0447
## 638 4:49 4 0.572 0.9130 0 -4.260 1 0.0362
## 639 2:37 4 0.697 0.6740 1 -6.326 1 0.0533
## 640 4:30 4 0.698 0.7740 0 -8.642 1 0.0480
## 641 4:09 4 0.723 0.5960 9 -13.436 1 0.0308
## 642 3:25 4 0.555 0.7440 9 -6.016 1 0.0287
## 643 2:52 4 0.577 0.9400 6 -4.439 0 0.0361
## 644 6:03 4 0.702 0.5780 2 -13.415 1 0.0310
## 645 4:14 4 0.789 0.6560 2 -14.825 1 0.0474
## 646 3:22 4 0.610 0.8170 4 -9.450 0 0.1330
## 647 4:14 4 0.534 0.5320 11 -9.865 1 0.0292
## 648 3:47 4 0.531 0.6260 0 -13.371 1 0.0452
## 649 4:28 4 0.833 0.9340 5 -3.243 0 0.0313
## 650 3:05 4 0.688 0.8420 2 -4.211 1 0.2640
## 651 4:56 4 0.472 0.7740 7 -7.739 1 0.0405
## 652 4:16 4 0.449 0.4240 7 -14.060 1 0.0323
## 653 3:47 4 0.773 0.2810 1 -9.781 1 0.1100
## 654 4:10 3 0.606 0.4550 6 -7.317 1 0.0288
## 655 3:59 4 0.824 0.5060 5 -7.120 0 0.0291
## 656 4:12 4 0.461 0.9360 4 -6.866 1 0.1090
## 657 2:54 4 0.432 0.9580 9 -4.009 1 0.0819
## 658 3:54 4 0.340 0.3360 8 -7.289 1 0.0289
## 659 3:47 4 0.712 0.8150 7 -5.313 1 0.0332
## 660 4:08 4 0.341 0.3090 4 -9.166 1 0.0315
## 661 4:08 4 0.755 0.7630 4 -6.318 1 0.0473
## 662 5:51 4 0.652 0.5210 2 -6.752 0 0.0256
## 663 4:13 4 0.699 0.6920 11 -13.045 1 0.0456
## 664 3:49 4 0.377 0.6060 6 -7.409 1 0.0262
## 665 3:04 4 0.685 0.5940 2 -10.906 1 0.0289
## 666 5:11 4 0.641 0.6820 8 -7.561 1 0.0392
## 667 3:50 3 0.572 0.2310 0 -6.316 0 0.0334
## 668 2:03 4 0.826 0.5240 5 -6.284 1 0.0992
## 669 4:42 4 0.754 0.8540 0 -7.114 1 0.0363
## 670 3:55 4 0.759 0.6390 9 -11.386 1 0.0425
## 671 4:16 4 0.489 0.6760 0 -8.769 1 0.0368
## 672 4:19 4 0.563 0.4760 4 -13.342 1 0.0329
## 673 4:51 4 0.534 0.5820 7 -15.997 1 0.0374
## 674 4:03 4 0.263 0.2860 6 -10.340 1 0.0335
## 675 4:35 4 0.827 0.6350 11 -6.770 0 0.2510
## 676 5:30 4 0.339 0.3790 0 -15.080 1 0.0528
## 677 3:33 4 0.739 0.1870 3 -12.519 1 0.0575
## 678 2:54 4 0.623 0.7910 5 -6.644 1 0.0424
## 679 4:12 4 0.432 0.5180 7 -13.403 1 0.0375
## 680 4:12 4 0.602 0.7740 0 -13.083 1 0.0338
## 681 4:18 4 0.743 0.3540 9 -13.619 1 0.0285
## 682 4:16 4 0.762 0.7450 1 -7.772 0 0.0407
## 683 3:36 4 0.426 0.5780 9 -11.514 1 0.0379
## 684 4:59 4 0.846 0.3960 1 -12.408 1 0.0677
## 685 3:25 4 0.674 0.3100 5 -17.352 1 0.0329
## 686 5:12 4 0.682 0.4000 8 -15.692 1 0.0282
## 687 4:35 4 0.613 0.4640 1 -8.918 1 0.0241
## 688 7:03 4 0.771 0.8240 9 -10.088 1 0.0570
## 689 3:35 4 0.652 0.7830 1 -3.271 1 0.1430
## 690 3:22 4 0.580 0.6630 6 -11.480 0 0.0385
## 691 12:18 4 0.768 0.6120 1 -13.381 1 0.0454
## 692 2:45 4 0.887 0.6270 9 -4.140 0 0.0468
## 693 4:58 4 0.545 0.3630 1 -15.084 0 0.0255
## 694 1:44 4 0.371 0.7060 5 -9.132 0 0.0360
## 695 2:24 3 0.391 0.0500 5 -28.980 1 0.0653
## 696 6:29 4 0.385 0.5060 7 -8.617 1 0.0361
## 697 4:47 4 0.606 0.6430 7 -10.438 1 0.0305
## 698 2:44 3 0.569 0.7800 7 -8.588 1 0.0530
## 699 4:13 4 0.443 0.3190 0 -13.470 1 0.0332
## 700 3:30 3 0.561 0.6040 9 -4.409 1 0.0337
## 701 4:09 4 0.532 0.8870 0 -3.757 1 0.0335
## 702 4:51 4 0.709 0.8240 1 -8.824 1 0.0453
## 703 2:21 4 0.508 0.7740 2 -5.973 1 0.0321
## 704 5:40 4 0.516 0.5950 5 -4.630 1 0.0313
## 705 4:30 4 0.643 0.8020 6 -4.920 1 0.0227
## 706 3:43 4 0.174 0.7420 8 -5.930 1 0.0485
## 707 3:08 4 0.858 0.6780 1 -3.870 0 0.0469
## 708 4:55 4 0.540 0.4290 2 -11.822 1 0.0285
## 709 4:40 4 0.625 0.7260 11 -11.402 0 0.0444
## 710 3:52 4 0.776 0.5610 6 -8.375 0 0.1030
## 711 3:32 4 0.732 0.4630 11 -6.972 0 0.0287
## 712 3:25 4 0.625 0.8140 0 -5.181 1 0.0657
## 713 2:56 4 0.723 0.8090 7 -3.081 0 0.0625
## 714 3:41 4 0.640 0.6490 2 -10.345 1 0.0264
## 715 4:16 4 0.548 0.2940 10 -17.112 1 0.0333
## 716 5:08 4 0.253 0.8030 7 -3.977 1 0.0392
## 717 3:27 4 0.569 0.8430 9 -5.875 1 0.0503
## 718 3:39 4 0.710 0.7010 11 -5.415 1 0.0317
## 719 3:38 4 0.418 0.4520 1 -13.099 1 0.0355
## 720 4:02 4 0.724 0.8220 1 -4.374 0 0.0333
## 721 3:03 4 0.539 0.5210 9 -7.460 1 0.0299
## 722 3:45 4 0.562 0.7090 11 -4.920 0 0.0424
## 723 2:07 4 0.686 0.8280 7 -6.116 0 0.0341
## 724 1:16 4 0.793 0.6100 2 -6.191 1 0.0607
## 725 4:24 4 0.443 0.4720 5 -10.940 1 0.0243
## 726 4:01 4 0.592 0.3420 0 -8.930 1 0.0339
## 727 2:40 4 0.889 0.8050 9 -3.642 1 0.0808
## 728 2:36 4 0.633 0.6640 10 -5.037 1 0.0294
## 729 6:06 4 0.704 0.8730 11 -4.057 0 0.1440
## 730 4:57 4 0.582 0.6890 7 -12.203 1 0.0277
## 731 3:20 4 0.686 0.7830 4 -4.977 1 0.1190
## 732 2:58 3 0.478 0.7450 7 -5.784 0 0.3560
## 733 4:43 4 0.880 0.8140 11 -6.307 0 0.1400
## 734 4:59 4 0.544 0.8600 0 -6.151 0 0.0489
## 735 2:06 4 0.516 0.8090 0 -6.419 1 0.0545
## 736 2:50 4 0.518 0.4960 10 -11.607 1 0.0292
## 737 3:20 4 0.580 0.0842 5 -15.520 1 0.0302
## 738 3:01 4 0.551 0.5530 9 -8.226 1 0.0520
## 739 3:25 4 0.577 0.8070 2 -9.281 1 0.0449
## 740 5:01 4 0.742 0.7430 10 -6.293 0 0.0508
## 741 4:15 4 0.686 0.6820 7 -12.154 0 0.0330
## 742 4:35 4 0.292 0.8230 7 -6.763 1 0.0407
## 743 4:00 4 0.705 0.8420 9 -6.171 1 0.0503
## 744 4:47 4 0.553 0.9910 8 -3.703 1 0.0925
## 745 3:24 4 0.724 0.8910 11 -7.818 1 0.0995
## 746 2:40 4 0.513 0.3790 0 -9.679 1 0.0314
## 747 3:20 4 0.421 0.9380 11 -4.212 0 0.0522
## 748 4:11 4 0.657 0.4670 5 -8.925 1 0.0341
## 749 2:10 4 0.606 0.0183 8 -25.973 1 0.0683
## 750 3:58 4 0.597 0.7550 4 -2.209 0 0.0520
## 751 3:54 4 0.915 0.5910 0 -8.865 1 0.0597
## 752 3:31 4 0.457 0.6130 9 -5.756 1 0.0295
## 753 4:14 4 0.703 0.7260 9 -12.438 1 0.0290
## 754 4:09 4 0.532 0.7230 9 -11.779 0 0.0333
## 755 4:13 4 0.660 0.8050 2 -8.010 1 0.0324
## 756 3:39 4 0.635 0.3950 4 -13.005 1 0.0266
## 757 3:49 4 0.656 0.8990 5 -5.039 1 0.0569
## 758 4:22 4 0.711 0.8440 4 -3.927 0 0.0891
## 759 5:00 4 0.809 0.5750 0 -12.176 1 0.0298
## 760 4:47 4 0.728 0.6190 9 -12.265 1 0.0379
## 761 3:37 4 0.388 0.2860 0 -13.287 1 0.0347
## 762 2:10 4 0.782 0.4210 11 -11.050 0 0.1030
## 763 3:45 4 0.630 0.8400 9 -4.707 0 0.0383
## 764 2:46 4 0.461 0.9550 11 -6.684 1 0.0489
## 765 4:04 4 0.821 0.3790 4 -15.489 0 0.0334
## 766 5:18 4 0.563 0.4210 7 -12.567 1 0.0311
## 767 3:51 4 0.607 0.9050 4 -4.748 1 0.0427
## 768 6:46 4 0.677 0.8710 9 -6.542 1 0.0496
## 769 3:54 4 0.641 0.8360 0 -7.155 1 0.0284
## 770 3:27 4 0.600 0.8140 0 -9.411 1 0.0415
## 771 4:03 4 0.888 0.7110 5 -11.477 0 0.0577
## 772 5:17 4 0.521 0.8780 9 -8.597 1 0.0542
## 773 3:31 4 0.828 0.6690 6 -8.637 0 0.0254
## 774 3:24 4 0.666 0.9620 11 -4.087 0 0.0380
## 775 3:29 4 0.424 0.8930 11 -4.253 0 0.3400
## 776 4:19 4 0.732 0.7650 5 -8.750 1 0.0287
## 777 4:06 4 0.601 0.7300 2 -11.103 1 0.0362
## 778 3:39 4 0.378 0.6040 0 -12.381 1 0.0322
## 779 3:54 4 0.779 0.7590 4 -12.799 0 0.0387
## 780 4:21 4 0.771 0.7490 5 -10.628 0 0.0401
## 781 3:46 4 0.822 0.5830 9 -11.120 1 0.0596
## 782 4:16 4 0.763 0.8240 1 -10.054 0 0.0330
## 783 3:40 4 0.609 0.5600 1 -9.641 1 0.0284
## 784 2:08 4 0.759 0.7430 1 -8.182 0 0.2090
## 785 5:07 4 0.779 0.7560 0 -9.470 1 0.0497
## 786 3:43 4 0.586 0.2890 9 -9.818 0 0.0276
## 787 4:20 4 0.660 0.7140 1 -10.606 0 0.0412
## 788 4:02 4 0.905 0.6040 4 -7.433 0 0.0413
## 789 3:30 4 0.691 0.8380 8 -5.321 1 0.0316
## 790 4:21 5 0.391 0.2220 6 -12.999 1 0.0368
## 791 4:17 4 0.744 0.7710 0 -8.673 1 0.0395
## 792 5:07 4 0.486 0.8530 4 -11.836 0 0.0297
## 793 3:54 4 0.382 0.3750 2 -8.576 0 0.0356
## 794 4:07 4 0.766 0.8320 9 -8.268 0 0.0395
## 795 3:23 4 0.374 0.7210 6 -5.756 1 0.0430
## 796 2:59 4 0.537 0.4450 2 -8.631 1 0.0329
## 797 3:32 4 0.555 0.3220 0 -9.822 1 0.0358
## 798 3:21 4 0.209 0.2680 10 -13.823 1 0.0335
## 799 4:28 4 0.563 0.7630 1 -4.820 1 0.0383
## 800 3:12 4 0.657 0.8200 9 -4.448 1 0.0441
## 801 5:56 4 0.445 0.9520 6 -5.321 1 0.0522
## 802 4:25 4 0.712 0.6030 8 -5.520 1 0.0262
## 803 3:09 4 0.463 0.6420 1 -4.474 1 0.3400
## 804 3:33 4 0.721 0.9390 8 -11.823 1 0.0376
## 805 3:52 4 0.776 0.5610 6 -8.375 0 0.1030
## 806 3:13 4 0.887 0.4800 11 -11.994 1 0.1170
## 807 4:11 4 0.712 0.5490 5 -9.484 1 0.0254
## 808 3:14 4 0.650 0.6130 9 -6.130 0 0.1280
## 809 3:54 4 0.759 0.8500 4 -7.156 1 0.0418
## 810 3:55 4 0.740 0.7660 6 -2.939 1 0.1780
## 811 3:36 4 0.560 0.9590 7 -2.433 1 0.1020
## 812 4:27 4 0.267 0.9530 1 -4.899 0 0.0960
## 813 3:37 4 0.682 0.6350 0 -10.050 1 0.0346
## 814 4:58 4 0.877 0.8540 1 -4.523 1 0.1470
## 815 3:51 4 0.401 0.9530 4 -4.276 1 0.0752
## 816 3:44 4 0.576 0.9740 1 -2.785 1 0.0829
## 817 3:48 4 0.602 0.5360 4 -9.740 1 0.0288
## 818 2:18 4 0.501 0.8130 11 -8.192 1 0.0639
## 819 4:06 4 0.611 0.8820 9 -11.225 1 0.0538
## 820 4:21 4 0.746 0.8050 1 -6.827 1 0.0339
## 821 3:52 4 0.587 0.3310 4 -14.677 0 0.0295
## 822 3:40 4 0.638 0.9880 1 -5.042 1 0.0921
## 823 3:25 4 0.702 0.9330 2 -11.876 1 0.0492
## 824 4:40 4 0.741 0.7990 3 -4.560 1 0.0620
## 825 5:18 4 0.808 0.8120 8 -5.012 1 0.0381
## 826 3:00 4 0.801 0.7230 10 -4.985 0 0.0689
## 827 3:10 4 0.793 0.4980 8 -11.208 0 0.1700
## 828 5:46 4 0.590 0.7430 0 -7.078 0 0.0347
## 829 5:38 4 0.629 0.5810 4 -11.856 1 0.0270
## 830 3:49 4 0.565 0.8620 4 -3.715 1 0.0326
## 831 3:32 4 0.524 0.2610 2 -13.868 1 0.0272
## 832 3:27 4 0.655 0.7200 10 -9.423 1 0.0312
## 833 0:59 4 0.841 0.4080 0 -9.193 1 0.0366
## 834 5:36 4 0.689 0.3330 3 -13.288 1 0.0262
## 835 3:41 4 0.568 0.2240 6 -15.069 1 0.0296
## 836 3:05 3 0.665 0.6860 0 -5.849 1 0.0268
## 837 1:29 4 0.531 0.4950 2 -11.262 1 0.0247
## 838 3:52 4 0.721 0.0544 11 -25.572 1 0.0467
## 839 4:23 4 0.706 0.8710 5 -5.672 1 0.0329
## 840 3:39 4 0.680 0.9670 4 -2.771 1 0.0664
## 841 3:13 4 0.755 0.9130 3 -5.058 1 0.0391
## 842 4:18 4 0.543 0.6670 9 -9.546 0 0.0716
## 843 4:30 4 0.582 0.4670 10 -12.597 1 0.0391
## 844 4:44 4 0.666 0.9100 4 -6.457 1 0.0399
## 845 5:50 3 0.551 0.2910 5 -12.544 1 0.0283
## 846 4:36 4 0.899 0.4220 4 -11.238 1 0.0509
## 847 4:29 4 0.727 0.4800 5 -9.278 0 0.0987
## 848 3:30 4 0.456 0.2430 2 -12.190 1 0.0286
## 849 4:23 4 0.688 0.9090 10 -4.756 1 0.0354
## 850 3:57 4 0.431 0.5220 11 -8.625 1 0.0295
## 851 4:03 4 0.611 0.8530 2 -4.983 1 0.0340
## 852 3:58 4 0.655 0.4770 1 -9.616 0 0.0421
## 853 4:45 4 0.266 0.5400 0 -6.742 1 0.0332
## 854 4:45 4 0.724 0.6190 4 -9.074 1 0.0242
## 855 3:17 4 0.596 0.4000 11 -6.245 0 0.0284
## 856 3:27 4 0.709 0.6540 5 -7.753 1 0.0267
## 857 4:22 4 0.541 0.4400 10 -11.161 0 0.0258
## 858 3:12 4 0.391 0.7210 8 -6.651 1 0.1440
## 859 3:21 4 0.602 0.4720 6 -5.375 0 0.2650
## 860 6:17 4 0.603 0.4010 0 -10.155 0 0.0306
## 861 4:19 4 0.543 0.3840 8 -15.018 1 0.0307
## 862 4:35 4 0.643 0.8900 9 -8.359 0 0.0325
## 863 4:11 4 0.408 0.5130 8 -12.146 1 0.0762
## 864 4:15 4 0.690 0.8410 9 -13.357 1 0.0384
## 865 2:30 4 0.621 0.6420 0 -6.337 1 0.1150
## 866 5:16 4 0.353 0.2070 0 -14.718 0 0.0306
## 867 4:18 4 0.739 0.2580 9 -16.114 1 0.0560
## 868 2:17 4 0.497 0.5900 2 -11.203 0 0.0296
## 869 5:14 4 0.501 0.7840 0 -5.254 1 0.0699
## 870 4:23 4 0.669 0.4320 3 -12.854 1 0.0407
## 871 4:41 4 0.793 0.3950 4 -12.078 0 0.0393
## 872 5:20 4 0.729 0.3160 0 -17.054 0 0.0248
## 873 2:00 4 0.428 0.4620 8 -11.675 1 0.0683
## 874 4:55 4 0.757 0.7270 9 -11.816 1 0.0388
## 875 4:25 4 0.763 0.6240 1 -6.295 1 0.0432
## 876 4:42 4 0.619 0.5500 2 -9.682 1 0.0291
## 877 4:55 4 0.644 0.6570 11 -11.167 0 0.0307
## 878 4:37 4 0.757 0.6380 7 -9.200 1 0.0269
## 879 3:42 4 0.784 0.7460 11 -10.681 0 0.0477
## 880 3:43 4 0.611 0.8390 2 -5.241 0 0.0439
## 881 4:55 4 0.795 0.3330 8 -14.609 1 0.0769
## 882 4:17 3 0.420 0.4180 7 -9.025 1 0.0301
## 883 5:00 4 0.706 0.8610 10 -5.774 1 0.0411
## 884 6:28 4 0.620 0.7750 0 -9.528 1 0.0276
## 885 4:52 4 0.581 0.7970 3 -7.223 1 0.0278
## 886 4:18 4 0.889 0.6510 2 -7.264 0 0.0437
## 887 5:10 4 0.824 0.8200 1 -6.678 1 0.1060
## 888 4:19 4 0.506 0.9350 8 -3.290 1 0.0465
## 889 6:55 4 0.597 0.3810 0 -17.251 1 0.0355
## 890 3:57 4 0.432 0.6680 0 -5.460 1 0.0396
## 891 1:50 4 0.421 0.6800 0 -14.808 1 0.0362
## 892 1:50 4 0.421 0.6800 0 -14.808 1 0.0362
## 893 2:59 4 0.538 0.0431 11 -19.014 0 0.0374
## 894 2:57 4 0.492 0.7160 11 -5.652 0 0.0876
## 895 4:15 4 0.742 0.6810 10 -6.123 0 0.0406
## 896 3:58 4 0.440 0.3220 2 -16.832 1 0.0300
## 897 4:38 4 0.876 0.6190 7 -10.831 1 0.0867
## 898 2:31 3 0.292 0.2420 2 -17.340 1 0.0320
## 899 3:26 4 0.711 0.8090 2 -4.389 0 0.0955
## 900 3:59 4 0.708 0.7310 3 -4.872 1 0.0345
## 901 4:33 4 0.454 0.9870 8 -4.485 1 0.0881
## 902 3:50 3 0.328 0.6080 11 -6.368 0 0.0380
## 903 6:45 4 0.268 0.9800 11 -5.959 1 0.1010
## 904 3:09 4 0.417 0.6860 7 -6.484 1 0.0373
## 905 4:13 4 0.816 0.7260 5 -3.998 0 0.1290
## 906 3:52 4 0.487 0.6500 0 -5.195 1 0.0253
## 907 4:45 4 0.703 0.8270 10 -7.179 0 0.0343
## 908 4:24 4 0.395 0.2520 0 -13.589 1 0.0301
## 909 5:42 4 0.625 0.8420 5 -5.285 1 0.0376
## 910 3:29 4 0.653 0.9640 9 -4.260 0 0.0578
## 911 3:35 4 0.799 0.6870 2 -5.682 1 0.0431
## 912 2:10 4 0.738 0.6080 8 -6.727 0 0.3210
## 913 3:49 4 0.303 0.6480 1 -11.101 0 0.0347
## 914 5:54 4 0.457 0.2960 6 -12.511 1 0.0306
## 915 2:59 4 0.677 0.5560 9 -6.544 1 0.0306
## 916 4:20 4 0.531 0.6320 6 -5.557 1 0.0312
## 917 3:59 4 0.658 0.5750 11 -10.365 1 0.0267
## 918 5:20 4 0.701 0.8030 5 -6.786 0 0.0545
## 919 4:49 4 0.530 0.9680 2 -3.941 1 0.0753
## 920 3:14 3 0.449 0.2960 0 -12.608 1 0.0361
## 921 3:29 4 0.710 0.7970 4 -3.006 0 0.0583
## 922 5:29 4 0.707 0.5930 5 -8.581 0 0.0949
## 923 3:42 4 0.460 0.7960 0 -4.501 0 0.0333
## 924 5:14 4 0.553 0.4580 8 -10.796 1 0.0381
## 925 3:35 4 0.512 0.5880 7 -8.591 1 0.0276
## 926 3:29 4 0.611 0.8130 9 -7.689 0 0.0279
## 927 3:43 4 0.553 0.6190 3 -7.101 1 0.0308
## 928 3:18 4 0.552 0.7330 3 -6.898 0 0.0933
## 929 2:58 4 0.679 0.7280 8 -9.539 1 0.0378
## 930 4:23 4 0.946 0.7720 4 -7.537 0 0.1210
## 931 3:57 4 0.790 0.6530 1 -11.511 1 0.0397
## 932 2:55 4 0.559 0.5130 7 -7.502 1 0.0275
## 933 1:19 4 0.510 0.0238 7 -25.467 1 0.0384
## 934 4:00 4 0.566 0.9120 11 -4.198 1 0.0629
## 935 6:19 4 0.334 0.7670 7 -7.574 0 0.0360
## 936 3:01 4 0.620 0.5140 0 -9.204 1 0.0306
## 937 3:54 4 0.595 0.5460 2 -6.251 1 0.0267
## 938 4:17 4 0.495 0.6090 7 -9.902 1 0.0339
## 939 4:40 4 0.534 0.9590 7 -4.289 1 0.0379
## 940 5:32 4 0.680 0.3890 8 -13.239 1 0.0545
## 941 4:47 4 0.513 0.5910 1 -6.407 0 0.0274
## 942 4:30 4 0.662 0.8440 3 -6.034 1 0.0270
## 943 4:25 4 0.851 0.5830 8 -11.022 0 0.2860
## 944 2:48 3 0.519 0.9640 6 -3.442 1 0.0721
## 945 4:43 4 0.476 0.3310 5 -14.884 1 0.0305
## 946 3:25 3 0.345 0.4650 11 -9.550 1 0.0355
## 947 4:51 4 0.753 0.6200 9 -10.544 1 0.0524
## 948 5:15 4 0.623 0.4250 8 -13.045 1 0.0291
## 949 4:53 4 0.510 0.4580 10 -7.566 1 0.0289
## 950 4:08 4 0.988 0.6330 5 -15.012 0 0.0888
## 951 5:22 4 0.722 0.5400 0 -14.025 1 0.0303
## 952 2:54 4 0.550 0.7770 4 -7.299 1 0.0382
## 953 3:18 4 0.772 0.8220 10 -5.649 0 0.1230
## 954 5:28 4 0.539 0.5830 1 -4.935 0 0.0275
## 955 4:18 4 0.493 0.2420 4 -13.593 0 0.0291
## 956 5:22 4 0.650 0.9210 9 -6.014 1 0.0359
## 957 3:55 3 0.521 0.2330 7 -13.683 1 0.0254
## 958 5:58 4 0.720 0.7030 9 -11.815 1 0.0377
## 959 3:06 4 0.627 0.7160 2 -7.175 1 0.0352
## 960 4:09 4 0.787 0.5220 0 -13.029 0 0.0578
## 961 5:21 4 0.449 0.9610 4 -4.305 1 0.0701
## 962 5:30 4 0.518 0.4170 8 -13.268 1 0.0325
## 963 3:38 4 0.614 0.8780 4 -10.016 0 0.0340
## 964 5:42 4 0.708 0.6270 1 -11.155 1 0.0614
## 965 3:53 4 0.637 0.5420 9 -8.173 1 0.0357
## 966 3:22 4 0.513 0.6270 3 -7.455 1 0.0429
## 967 6:01 4 0.676 0.3860 6 -16.148 0 0.0633
## 968 3:03 4 0.908 0.7800 6 -4.369 0 0.0956
## 969 4:54 4 0.632 0.3560 9 -10.811 1 0.0309
## 970 3:51 4 0.879 0.6790 7 -8.590 0 0.0421
## 971 3:34 4 0.555 0.8240 1 -6.192 0 0.0347
## 972 3:31 4 0.596 0.7620 1 -5.590 1 0.0982
## 973 5:58 4 0.259 0.9120 2 -5.665 1 0.0728
## 974 4:02 4 0.553 0.5450 9 -7.278 1 0.0261
## 975 4:06 4 0.432 0.8030 4 -4.459 1 0.0363
## 976 4:09 4 0.852 0.6490 6 -12.877 0 0.0749
## 977 4:16 4 0.763 0.5520 6 -11.980 1 0.0449
## 978 4:12 4 0.702 0.9750 6 -7.968 0 0.0396
## 979 2:36 4 0.596 0.5230 2 -6.801 1 0.0248
## 980 4:54 4 0.659 0.8990 2 -6.207 1 0.0423
## 981 3:18 4 0.658 0.8950 6 -8.177 1 0.0580
## 982 2:45 4 0.901 0.4890 2 -8.766 1 0.3830
## 983 6:13 4 0.594 0.7020 1 -9.894 1 0.0842
## 984 5:00 4 0.702 0.8910 2 -7.873 1 0.0446
## 985 4:51 4 0.687 0.8000 0 -7.682 1 0.0327
## 986 3:34 4 0.624 0.6720 0 -11.108 1 0.0321
## 987 2:44 4 0.640 0.8800 2 -4.285 0 0.0401
## 988 4:33 4 0.557 0.6520 6 -5.400 0 0.0250
## 989 5:37 4 0.733 0.6890 10 -13.001 0 0.0388
## 990 4:24 4 0.732 0.5660 9 -7.760 1 0.0505
## 991 3:14 4 0.200 0.9640 0 -3.691 1 0.1160
## 992 4:23 4 0.516 0.5390 11 -6.453 0 0.0896
## 993 5:01 4 0.818 0.8080 7 -8.536 0 0.0467
## 994 4:19 4 0.455 0.7130 8 -10.959 1 0.0423
## 995 4:53 4 0.609 0.8430 2 -7.973 0 0.0447
## 996 4:32 4 0.686 0.8470 7 -7.692 1 0.2840
## 997 6:04 4 0.371 0.7100 11 -6.437 1 0.0481
## 998 4:05 4 0.581 0.4980 7 -9.246 1 0.0338
## Acousticness Instrumentalness Liveness Valence Tempo Popularity Year
## 1 5.02e-02 0.00e+00 0.0881 0.7850 116.712 96 1980
## 2 3.93e-02 2.31e-06 0.1510 0.1900 84.828 92 1980
## 3 3.90e-02 0.00e+00 0.1070 0.2590 149.907 82 1980
## 4 1.19e-03 0.00e+00 0.0704 0.5460 140.034 80 1980
## 5 6.21e-01 0.00e+00 0.1790 0.3520 100.017 80 1980
## 6 3.11e-02 1.71e-02 0.2300 0.5090 140.009 79 1980
## 7 9.55e-02 2.87e-02 0.0989 0.6250 204.113 79 1980
## 8 1.79e-01 9.91e-05 0.1580 0.8480 114.031 79 1980
## 9 4.10e-01 0.00e+00 0.0819 0.4330 151.566 77 1980
## 10 2.55e-01 2.23e-04 0.1320 0.6940 102.477 77 1980
## 11 4.69e-01 4.11e-06 0.0436 0.9490 138.711 76 1980
## 12 5.34e-02 0.00e+00 0.3080 0.1910 87.908 76 1980
## 13 8.81e-01 2.68e-04 0.1050 0.3220 81.446 76 1980
## 14 9.94e-02 0.00e+00 0.0897 0.5390 141.075 75 1980
## 15 8.48e-02 1.33e-03 0.1420 0.4440 130.008 75 1980
## 16 2.19e-01 0.00e+00 0.0643 0.9610 127.978 75 1980
## 17 1.15e-01 3.29e-01 0.1630 0.7570 109.975 74 1980
## 18 5.41e-02 0.00e+00 0.1080 0.4780 136.173 74 1980
## 19 3.79e-01 1.10e-04 0.0845 0.4520 85.455 74 1980
## 20 3.13e-01 5.51e-06 0.4560 0.3570 108.383 73 1980
## 21 1.14e-02 2.28e-06 0.1080 0.6600 120.021 73 1980
## 22 7.14e-01 4.43e-06 0.3500 0.7150 76.961 73 1980
## 23 2.56e-01 0.00e+00 0.1100 0.6490 125.683 70 1980
## 24 1.82e-01 3.78e-06 0.2280 0.6720 84.160 69 1980
## 25 3.25e-01 9.71e-05 0.0583 0.2470 165.807 67 1980
## 26 9.75e-01 5.61e-05 0.1140 0.3330 99.151 67 1980
## 27 1.41e-02 0.00e+00 0.4300 0.7730 103.642 67 1980
## 28 2.48e-01 1.26e-04 0.1330 0.3310 169.735 67 1980
## 29 2.77e-01 4.02e-05 0.4130 0.6800 145.464 66 1980
## 30 6.43e-01 1.44e-04 0.2630 0.1870 149.125 66 1980
## 31 2.80e-01 3.18e-02 0.1330 0.7180 109.618 65 1980
## 32 2.38e-01 0.00e+00 0.3530 0.8820 153.227 65 1980
## 33 5.63e-01 1.31e-04 0.0913 0.5100 90.262 65 1980
## 34 6.90e-01 1.45e-01 0.1000 0.4900 85.094 65 1980
## 35 3.35e-01 5.45e-04 0.0962 0.8230 124.339 65 1980
## 36 1.34e-01 7.37e-06 0.1460 0.6750 91.471 64 1980
## 37 2.03e-02 2.37e-05 0.0850 0.6360 121.006 64 1980
## 38 3.85e-02 2.09e-06 0.1090 0.4960 81.806 64 1980
## 39 1.23e-01 0.00e+00 0.1340 0.5450 140.001 64 1980
## 40 6.68e-01 9.15e-03 0.1300 0.7990 102.516 64 1980
## 41 3.01e-01 0.00e+00 0.0936 0.8550 114.040 64 1980
## 42 2.13e-01 1.52e-05 0.0983 0.9620 116.543 63 1980
## 43 4.75e-01 6.92e-02 0.1200 0.8550 110.282 63 1980
## 44 3.00e-01 0.00e+00 0.1320 0.3420 103.522 63 1980
## 45 1.75e-01 2.60e-06 0.3500 0.9610 150.792 62 1980
## 46 4.54e-01 1.73e-02 0.0826 0.6730 95.100 61 1980
## 47 8.70e-01 1.59e-03 0.1070 0.0384 81.444 61 1980
## 48 2.58e-01 2.43e-06 0.0752 0.9620 141.478 60 1980
## 49 4.68e-04 8.33e-01 0.0938 0.3150 122.664 60 1980
## 50 1.86e-01 0.00e+00 0.0474 0.9200 111.707 60 1980
## 51 4.67e-02 5.10e-04 0.1940 0.9710 131.159 60 1980
## 52 1.54e-01 2.97e-02 0.0693 0.9310 119.518 60 1980
## 53 3.65e-01 1.17e-04 0.0742 0.7290 164.912 59 1980
## 54 4.88e-01 7.34e-06 0.8140 0.5990 177.130 58 1980
## 55 1.42e-01 1.88e-04 0.0629 0.7130 122.403 58 1980
## 56 1.39e-01 8.99e-03 0.0810 0.9690 99.460 58 1980
## 57 2.68e-01 1.28e-06 0.0877 0.1430 130.260 57 1980
## 58 4.63e-01 0.00e+00 0.1040 0.5100 163.486 57 1980
## 59 9.62e-01 2.12e-04 0.1050 0.1010 130.959 57 1980
## 60 1.13e-01 2.44e-03 0.0660 0.8140 168.943 56 1980
## 61 1.39e-02 0.00e+00 0.0596 0.6230 107.415 56 1980
## 62 3.99e-02 8.47e-02 0.0671 0.7270 114.832 56 1980
## 63 5.86e-01 2.15e-04 0.3160 0.7800 123.689 56 1980
## 64 1.99e-01 2.46e-02 0.0865 0.9610 118.623 55 1980
## 65 4.61e-01 1.15e-04 0.0847 0.7630 143.805 55 1980
## 66 4.80e-01 8.34e-06 0.2120 0.9060 103.858 55 1980
## 67 5.60e-01 2.85e-05 0.0556 0.7370 105.289 55 1980
## 68 9.02e-01 0.00e+00 0.1310 0.4790 173.142 55 1980
## 69 1.11e-01 9.73e-02 0.0394 0.7760 113.389 53 1980
## 70 2.20e-01 7.25e-04 0.0894 0.9670 115.149 52 1980
## 71 1.23e-02 7.16e-05 0.0924 0.5770 112.367 52 1980
## 72 4.15e-01 2.81e-05 0.1530 0.9140 121.556 52 1980
## 73 1.86e-01 0.00e+00 0.1620 0.7080 127.555 52 1980
## 74 5.86e-01 1.50e-02 0.1930 0.3420 104.946 51 1980
## 75 2.24e-01 4.44e-06 0.1260 0.2970 140.786 50 1980
## 76 6.24e-01 1.49e-06 0.9460 0.7970 123.747 48 1980
## 77 2.53e-01 0.00e+00 0.0817 0.8250 111.192 48 1980
## 78 3.99e-01 6.13e-06 0.3540 0.8550 121.245 47 1980
## 79 5.05e-01 4.31e-06 0.0513 0.9180 102.730 46 1980
## 80 3.34e-01 1.60e-06 0.3150 0.6740 118.371 45 1980
## 81 5.08e-01 7.08e-05 0.3200 0.2610 135.209 45 1980
## 82 4.04e-01 0.00e+00 0.0657 0.7030 104.556 44 1980
## 83 1.79e-01 0.00e+00 0.3370 0.9310 156.788 43 1980
## 84 3.48e-06 1.87e-01 0.2370 0.2520 115.031 42 1980
## 85 6.96e-01 7.60e-01 0.0932 0.7940 106.052 40 1980
## 86 1.96e-01 2.21e-03 0.2590 0.4590 145.920 39 1980
## 87 8.38e-01 7.18e-05 0.1210 0.3270 81.274 39 1980
## 88 7.15e-01 1.25e-05 0.0862 0.4180 72.841 38 1980
## 89 3.92e-01 0.00e+00 0.1440 0.8770 122.824 36 1980
## 90 4.63e-01 3.73e-06 0.1890 0.5580 84.175 36 1980
## 91 4.83e-01 1.60e-05 0.0673 0.7420 113.150 31 1980
## 92 1.34e-01 0.00e+00 0.0664 0.6030 118.120 30 1980
## 93 6.17e-01 6.24e-05 0.1180 0.5710 108.970 29 1980
## 94 4.78e-01 0.00e+00 0.1640 0.6040 119.259 28 1980
## 95 1.86e-02 8.95e-03 0.1450 0.8060 98.745 10 1980
## 96 4.06e-01 8.64e-03 0.2920 0.7110 95.023 4 1980
## 97 4.13e-02 6.81e-04 0.2260 0.8100 116.212 1 1980
## 98 5.69e-01 1.47e-01 0.1180 0.0287 162.817 0 1980
## 99 1.99e-03 8.63e-01 0.1250 0.2150 159.918 0 1980
## 100 6.42e-01 9.31e-01 0.1000 0.2550 126.006 0 1980
## 101 4.91e-01 0.00e+00 0.2120 0.6400 90.969 92 1981
## 102 5.83e-01 0.00e+00 0.1150 0.4660 75.977 88 1981
## 103 9.21e-02 0.00e+00 0.6940 0.7240 124.022 85 1981
## 104 8.88e-02 2.94e-03 0.1170 0.8810 107.998 84 1981
## 105 2.34e-01 1.12e-01 0.0467 0.9020 167.057 84 1981
## 106 8.12e-02 0.00e+00 0.0921 0.7980 128.134 83 1981
## 107 6.07e-01 0.00e+00 0.0921 0.4870 94.950 82 1981
## 108 2.56e-01 8.50e-02 0.1090 0.3640 111.980 82 1981
## 109 3.09e-02 9.92e-06 0.1040 0.3580 137.581 81 1981
## 110 4.16e-01 1.54e-06 0.6310 0.8130 105.390 80 1981
## 111 3.19e-02 0.00e+00 0.2670 0.7960 89.990 79 1981
## 112 4.29e-02 1.37e-01 0.0918 0.9710 122.431 79 1981
## 113 2.04e-02 0.00e+00 0.0959 0.5960 116.620 78 1981
## 114 1.37e-02 6.58e-04 0.1020 0.7460 146.967 78 1981
## 115 8.81e-01 2.68e-04 0.1050 0.3220 81.446 76 1981
## 116 5.19e-02 0.00e+00 0.1170 0.4100 174.732 75 1981
## 117 1.10e-02 0.00e+00 0.0550 0.8480 85.896 75 1981
## 118 5.74e-01 7.66e-04 0.0859 0.5200 126.150 75 1981
## 119 1.16e-01 0.00e+00 0.1090 0.3300 125.990 74 1981
## 120 1.90e-01 2.50e-04 0.3290 0.4190 89.929 74 1981
## 121 4.10e-01 4.99e-02 0.0504 0.5850 95.818 74 1981
## 122 1.15e-01 3.29e-01 0.1630 0.7570 109.975 74 1981
## 123 8.57e-02 9.00e-03 0.1570 0.9720 109.823 72 1981
## 124 6.93e-03 8.46e-01 0.1000 0.2900 105.005 72 1981
## 125 1.17e-01 3.61e-05 0.2120 0.9440 127.402 71 1981
## 126 3.10e-01 2.30e-06 0.0402 0.4330 201.327 71 1981
## 127 1.45e-01 4.83e-02 0.0767 0.9060 121.631 70 1981
## 128 9.11e-02 2.81e-06 0.2350 0.2650 119.800 70 1981
## 129 4.09e-01 3.46e-04 0.0582 0.8400 120.826 67 1981
## 130 8.37e-02 5.68e-05 0.1380 0.2800 134.992 67 1981
## 131 9.58e-02 0.00e+00 0.1160 0.4520 77.810 67 1981
## 132 1.05e-03 0.00e+00 0.5200 0.4520 198.387 66 1981
## 133 5.34e-01 1.61e-05 0.5690 0.1320 137.974 65 1981
## 134 4.33e-01 2.60e-05 0.0772 0.3440 75.806 63 1981
## 135 3.07e-01 0.00e+00 0.1340 0.3620 156.361 63 1981
## 136 3.74e-02 4.52e-03 0.0631 0.8220 119.986 63 1981
## 137 1.22e-01 0.00e+00 0.0556 0.9580 131.463 63 1981
## 138 4.34e-01 1.15e-01 0.0689 0.9650 121.221 63 1981
## 139 3.79e-01 2.73e-03 0.1460 0.6650 107.260 63 1981
## 140 6.30e-01 0.00e+00 0.1480 0.8170 121.818 61 1981
## 141 7.02e-01 0.00e+00 0.1110 0.6290 94.257 61 1981
## 142 7.28e-01 9.51e-06 0.1020 0.1840 109.973 61 1981
## 143 3.42e-01 7.32e-03 0.0841 0.9620 114.867 61 1981
## 144 8.71e-01 8.65e-05 0.3720 0.1130 82.020 60 1981
## 145 2.74e-02 6.69e-06 0.1610 0.8820 125.347 60 1981
## 146 4.67e-02 5.10e-04 0.1940 0.9710 131.159 60 1981
## 147 1.10e-01 0.00e+00 0.3870 0.8930 131.012 59 1981
## 148 1.52e-01 0.00e+00 0.3780 0.6960 93.865 58 1981
## 149 6.63e-03 0.00e+00 0.0756 0.8250 97.019 58 1981
## 150 3.01e-01 5.68e-05 0.1790 0.4090 99.104 56 1981
## 151 2.01e-01 3.12e-04 0.0562 0.8000 120.741 56 1981
## 152 3.22e-02 3.09e-04 0.3550 0.8010 112.019 56 1981
## 153 7.45e-01 2.19e-04 0.1260 0.1240 93.063 56 1981
## 154 6.95e-01 1.86e-06 0.1510 0.2560 144.716 56 1981
## 155 4.08e-01 5.20e-06 0.3200 0.2720 82.935 56 1981
## 156 2.00e-01 3.39e-04 0.0996 0.8670 120.979 55 1981
## 157 5.14e-02 3.12e-02 0.0920 0.9640 96.954 55 1981
## 158 7.64e-01 2.44e-06 0.0822 0.5720 108.754 54 1981
## 159 3.90e-01 0.00e+00 0.4010 0.1430 79.880 54 1981
## 160 3.60e-01 3.14e-04 0.0755 0.4110 129.355 54 1981
## 161 1.40e-01 2.92e-05 0.0734 0.5140 125.632 52 1981
## 162 1.30e-01 1.11e-06 0.1340 0.3210 78.662 52 1981
## 163 4.41e-01 0.00e+00 0.1560 0.5440 94.729 49 1981
## 164 1.98e-01 5.20e-04 0.3220 0.7140 96.406 48 1981
## 165 4.79e-01 3.86e-05 0.2540 0.6960 91.113 47 1981
## 166 1.80e-01 0.00e+00 0.0975 0.5600 97.381 47 1981
## 167 4.62e-01 8.22e-05 0.0687 0.0400 119.941 47 1981
## 168 7.31e-01 5.69e-02 0.3070 0.4340 128.084 46 1981
## 169 5.14e-01 2.20e-05 0.0751 0.5000 73.286 46 1981
## 170 1.84e-02 1.82e-03 0.0875 0.5890 126.671 46 1981
## 171 7.98e-01 6.13e-06 0.1730 0.1100 132.716 45 1981
## 172 8.89e-01 4.21e-05 0.0879 0.1560 64.572 45 1981
## 173 1.18e-02 0.00e+00 0.6280 0.7500 75.046 44 1981
## 174 2.03e-01 2.19e-03 0.0767 0.7780 100.346 44 1981
## 175 2.15e-01 5.96e-02 0.0793 0.7290 103.549 43 1981
## 176 7.07e-01 6.53e-05 0.3190 0.4040 146.029 43 1981
## 177 6.78e-01 1.16e-06 0.1100 0.1300 137.115 42 1981
## 178 2.33e-01 2.56e-06 0.0888 0.7340 95.044 42 1981
## 179 1.81e-02 0.00e+00 0.9640 0.7720 104.767 42 1981
## 180 7.92e-01 1.85e-05 0.2250 0.2910 108.101 41 1981
## 181 3.13e-01 1.65e-02 0.1090 0.9740 128.839 39 1981
## 182 5.28e-01 5.59e-05 0.1160 0.7210 121.414 39 1981
## 183 2.89e-01 7.95e-06 0.2330 0.8680 107.602 37 1981
## 184 2.52e-04 1.11e-02 0.0950 0.8160 113.593 37 1981
## 185 6.88e-01 0.00e+00 0.1940 0.8450 149.192 37 1981
## 186 9.76e-02 5.50e-05 0.0904 0.9230 122.960 36 1981
## 187 5.92e-01 9.07e-01 0.0770 0.2040 97.714 33 1981
## 188 6.73e-01 0.00e+00 0.0921 0.3060 129.596 31 1981
## 189 3.61e-03 2.55e-04 0.7600 0.4290 124.695 30 1981
## 190 9.49e-01 4.55e-01 0.0885 0.6610 95.008 28 1981
## 191 2.78e-01 0.00e+00 0.2760 0.4250 117.397 27 1981
## 192 1.95e-01 0.00e+00 0.2930 0.7410 124.187 24 1981
## 193 1.36e-01 5.39e-04 0.3120 0.9420 201.977 21 1981
## 194 5.43e-01 0.00e+00 0.0704 0.6930 163.507 17 1981
## 195 1.38e-01 3.38e-04 0.8660 0.1160 147.203 13 1981
## 196 5.64e-01 2.33e-05 0.6280 0.6270 79.398 10 1981
## 197 4.51e-02 0.00e+00 0.0357 0.9620 132.504 9 1981
## 198 7.55e-02 0.00e+00 0.9310 0.6450 159.696 8 1981
## 199 9.70e-02 3.49e-05 0.0369 0.6990 149.974 6 1981
## 200 8.79e-01 3.29e-05 0.0979 0.2910 139.137 3 1981
## 201 3.75e-02 0.00e+00 0.2320 0.5540 129.976 91 1982
## 202 5.32e-02 0.00e+00 0.1090 0.7200 82.652 82 1982
## 203 4.62e-01 0.00e+00 0.2600 0.6230 144.438 81 1982
## 204 3.26e-01 0.00e+00 0.6590 0.9010 94.379 80 1982
## 205 7.12e-01 0.00e+00 0.0721 0.9580 127.433 80 1982
## 206 7.38e-02 0.00e+00 0.2390 0.5020 173.968 79 1982
## 207 2.34e-01 0.00e+00 0.0946 0.5120 76.899 79 1982
## 208 7.53e-01 1.44e-02 0.1460 0.2390 78.259 78 1982
## 209 1.37e-02 6.58e-04 0.1020 0.7460 146.967 78 1982
## 210 2.16e-01 4.66e-04 0.0787 0.5520 108.965 77 1982
## 211 2.51e-01 3.06e-04 0.1170 0.4860 75.036 77 1982
## 212 6.27e-02 1.43e-04 0.1040 0.9620 128.411 76 1982
## 213 6.28e-01 5.65e-04 0.0911 0.2310 116.059 75 1982
## 214 3.65e-02 6.63e-06 0.0799 0.6260 103.963 75 1982
## 215 8.22e-01 2.48e-01 0.3390 0.1750 111.670 74 1982
## 216 5.39e-02 0.00e+00 0.2430 0.9640 126.999 73 1982
## 217 2.08e-02 1.47e-04 0.2050 0.7390 80.647 73 1982
## 218 1.87e-01 2.15e-01 0.1320 0.6070 91.866 73 1982
## 219 5.62e-01 9.80e-04 0.0765 0.5220 111.928 72 1982
## 220 2.49e-01 0.00e+00 0.4030 0.8880 114.374 71 1982
## 221 3.27e-01 5.98e-06 0.0818 0.6580 111.457 71 1982
## 222 4.21e-03 2.73e-05 0.0724 0.2870 100.002 71 1982
## 223 2.02e-01 2.88e-04 0.2830 0.5540 141.283 71 1982
## 224 3.10e-01 2.30e-06 0.0402 0.4330 201.327 71 1982
## 225 4.20e-02 1.07e-04 0.1080 0.9710 125.447 70 1982
## 226 6.34e-01 2.67e-05 0.0632 0.2270 139.912 70 1982
## 227 7.49e-02 1.99e-06 0.1560 0.9630 127.488 69 1982
## 228 1.07e-01 2.93e-01 0.1490 0.8400 131.343 68 1982
## 229 2.04e-01 1.46e-04 0.3690 0.5410 136.265 68 1982
## 230 1.56e-01 1.39e-04 0.0535 0.9690 110.860 67 1982
## 231 4.05e-02 7.88e-04 0.0380 0.9630 110.565 67 1982
## 232 8.47e-01 7.93e-03 0.1060 0.2260 102.980 67 1982
## 233 7.57e-02 0.00e+00 0.0545 0.5970 102.998 67 1982
## 234 3.91e-02 0.00e+00 0.1070 0.8310 150.052 67 1982
## 235 5.65e-01 0.00e+00 0.1610 0.2360 115.309 64 1982
## 236 3.77e-01 5.09e-03 0.2030 0.9340 123.273 64 1982
## 237 7.55e-01 1.05e-03 0.1440 0.2010 73.360 63 1982
## 238 6.86e-01 0.00e+00 0.1450 0.5070 80.482 63 1982
## 239 2.29e-02 2.19e-04 0.0543 0.9330 131.011 63 1982
## 240 2.16e-02 3.56e-04 0.0867 0.5250 135.499 63 1982
## 241 2.25e-01 0.00e+00 0.1070 0.2710 131.266 63 1982
## 242 2.90e-01 0.00e+00 0.3100 0.9360 129.720 63 1982
## 243 2.64e-02 3.64e-03 0.1120 0.5640 137.657 62 1982
## 244 1.22e-01 5.14e-02 0.0926 0.9330 75.895 61 1982
## 245 5.82e-02 0.00e+00 0.2490 0.8170 114.054 61 1982
## 246 2.05e-04 8.31e-01 0.1350 0.6440 145.522 61 1982
## 247 1.55e-01 3.65e-02 0.5680 0.9050 116.981 61 1982
## 248 2.56e-01 3.46e-02 0.1770 0.6540 82.440 60 1982
## 249 8.72e-01 0.00e+00 0.1110 0.5050 135.003 60 1982
## 250 8.71e-01 8.65e-05 0.3720 0.1130 82.020 60 1982
## 251 7.84e-02 0.00e+00 0.0338 0.7080 160.697 58 1982
## 252 3.34e-01 0.00e+00 0.1820 0.7660 205.726 58 1982
## 253 1.57e-01 7.67e-02 0.0319 0.4820 151.938 58 1982
## 254 5.88e-01 0.00e+00 0.1340 0.4920 92.032 57 1982
## 255 6.39e-01 0.00e+00 0.1040 0.3670 153.753 57 1982
## 256 1.21e-01 0.00e+00 0.0924 0.3890 156.073 57 1982
## 257 1.09e-01 2.28e-03 0.0452 0.9470 132.125 56 1982
## 258 4.57e-01 2.20e-06 0.1330 0.2680 80.888 56 1982
## 259 4.43e-01 0.00e+00 0.1530 0.3300 101.668 55 1982
## 260 5.40e-01 0.00e+00 0.2230 0.5520 113.051 55 1982
## 261 5.68e-02 1.22e-06 0.0964 0.4530 124.284 54 1982
## 262 5.10e-01 3.06e-06 0.0974 0.8450 173.586 54 1982
## 263 1.52e-01 1.16e-02 0.4050 0.9340 186.326 53 1982
## 264 8.24e-02 5.72e-04 0.1130 0.9640 162.463 53 1982
## 265 6.39e-01 4.04e-03 0.2850 0.5880 115.956 52 1982
## 266 3.94e-01 2.84e-05 0.2340 0.7440 153.668 52 1982
## 267 1.38e-01 7.02e-06 0.4100 0.2240 109.208 50 1982
## 268 2.74e-01 4.87e-01 0.1380 0.7050 161.143 50 1982
## 269 9.93e-01 8.61e-01 0.1120 0.1840 185.904 49 1982
## 270 2.86e-01 0.00e+00 0.1450 0.6700 123.207 49 1982
## 271 2.26e-01 4.43e-06 0.1220 0.6130 86.952 49 1982
## 272 1.48e-01 2.46e-03 0.0842 0.6240 103.359 48 1982
## 273 1.46e-02 2.31e-06 0.2710 0.2700 121.635 48 1982
## 274 3.67e-01 0.00e+00 0.0948 0.3390 137.937 47 1982
## 275 3.88e-01 5.01e-03 0.3160 0.7830 97.743 46 1982
## 276 3.43e-01 0.00e+00 0.1400 0.1130 123.858 45 1982
## 277 3.30e-01 3.86e-02 0.0960 0.9700 134.034 42 1982
## 278 9.88e-02 2.82e-04 0.0798 0.9610 112.856 41 1982
## 279 5.58e-01 0.00e+00 0.2040 0.8800 154.549 40 1982
## 280 4.90e-02 6.35e-02 0.1120 0.0396 136.308 40 1982
## 281 2.12e-01 2.93e-05 0.2590 0.8520 131.909 40 1982
## 282 3.26e-01 1.37e-05 0.1330 0.9220 132.180 39 1982
## 283 1.50e-01 5.09e-03 0.3130 0.7770 104.531 39 1982
## 284 3.28e-01 1.26e-03 0.1130 0.8520 132.263 39 1982
## 285 8.04e-01 1.67e-05 0.0730 0.1870 140.057 38 1982
## 286 4.43e-01 0.00e+00 0.8270 0.2180 72.258 38 1982
## 287 4.09e-01 1.11e-03 0.1280 0.5660 122.493 36 1982
## 288 5.39e-01 7.55e-05 0.1520 0.5560 119.605 35 1982
## 289 3.02e-01 2.53e-05 0.0571 0.9140 95.344 34 1982
## 290 4.85e-01 1.21e-04 0.3020 0.8880 141.553 34 1982
## 291 1.28e-01 1.28e-03 0.1720 0.3740 77.119 29 1982
## 292 2.87e-01 2.22e-03 0.0552 0.5760 128.756 25 1982
## 293 8.58e-01 6.33e-02 0.1860 0.5790 95.946 19 1982
## 294 7.98e-01 1.39e-06 0.2260 0.3670 121.933 17 1982
## 295 9.97e-03 3.38e-03 0.9200 0.3350 131.837 16 1982
## 296 8.17e-03 5.37e-04 0.1350 0.8060 115.277 14 1982
## 297 2.15e-01 0.00e+00 0.6860 0.7850 149.376 13 1982
## 298 1.98e-01 1.23e-06 0.1130 0.6460 146.097 7 1982
## 299 7.15e-01 1.39e-05 0.2730 0.1500 76.915 0 1982
## 300 8.68e-01 1.35e-01 0.1580 0.1210 113.950 89 1983
## 301 5.43e-01 2.94e-03 0.0714 0.7400 117.401 88 1983
## 302 2.57e-01 8.01e-05 0.0481 0.7320 92.718 86 1983
## 303 8.72e-02 1.63e-04 0.1040 0.2870 139.943 85 1983
## 304 2.25e-01 0.00e+00 0.1200 0.8750 125.135 85 1983
## 305 7.55e-02 0.00e+00 0.6010 0.7920 128.993 85 1983
## 306 4.05e-02 8.56e-05 0.0761 0.8230 88.825 83 1983
## 307 1.73e-02 4.36e-02 0.0414 0.8840 117.002 82 1983
## 308 6.67e-01 3.54e-01 0.1090 0.6430 150.076 82 1983
## 309 1.56e-01 2.32e-05 0.2730 0.6400 120.023 81 1983
## 310 1.29e-01 1.94e-02 0.0474 0.8920 107.115 80 1983
## 311 1.45e-01 0.00e+00 0.3740 0.1900 130.141 80 1983
## 312 2.42e-02 3.53e-04 0.2340 0.9010 138.728 79 1983
## 313 2.61e-02 0.00e+00 0.0679 0.7630 97.527 79 1983
## 314 6.64e-01 3.02e-06 0.2590 0.7820 106.610 77 1983
## 315 5.79e-03 3.41e-06 0.0901 0.3920 122.490 77 1983
## 316 1.62e-03 0.00e+00 0.3540 0.4930 108.045 77 1983
## 317 1.19e-02 4.91e-06 0.3250 0.4860 123.070 75 1983
## 318 1.82e-02 6.09e-06 0.5110 0.3880 84.042 75 1983
## 319 1.43e-02 0.00e+00 0.1930 0.3520 148.117 74 1983
## 320 4.33e-02 1.16e-06 0.2990 0.6850 127.568 74 1983
## 321 2.91e-01 0.00e+00 0.2840 0.8660 129.885 72 1983
## 322 1.41e-01 1.81e-06 0.3340 0.3700 131.707 72 1983
## 323 6.81e-01 0.00e+00 0.0732 0.7410 203.989 71 1983
## 324 2.02e-01 2.88e-04 0.2830 0.5540 141.283 71 1983
## 325 1.19e-01 1.22e-04 0.0581 0.7440 94.382 71 1983
## 326 1.35e-01 1.64e-04 0.4530 0.3330 90.222 71 1983
## 327 7.19e-03 1.05e-03 0.0823 0.3700 145.085 69 1983
## 328 1.91e-01 0.00e+00 0.1140 0.2320 140.273 69 1983
## 329 2.15e-01 0.00e+00 0.0997 0.2320 129.538 68 1983
## 330 4.98e-01 5.65e-03 0.2900 0.7550 93.005 68 1983
## 331 7.66e-02 0.00e+00 0.1390 0.3660 84.764 68 1983
## 332 4.03e-01 0.00e+00 0.0851 0.8160 168.120 68 1983
## 333 1.07e-01 2.93e-01 0.1490 0.8400 131.343 68 1983
## 334 8.15e-02 0.00e+00 0.1080 0.4200 100.780 67 1983
## 335 6.44e-03 1.07e-02 0.0399 0.5550 102.689 66 1983
## 336 8.96e-01 5.46e-05 0.1190 0.3780 140.282 66 1983
## 337 4.59e-01 0.00e+00 0.2880 0.9660 149.737 66 1983
## 338 2.25e-01 0.00e+00 0.0989 0.7070 81.425 66 1983
## 339 6.87e-03 0.00e+00 0.0649 0.7130 175.316 65 1983
## 340 8.56e-01 0.00e+00 0.2560 0.6750 123.097 64 1983
## 341 1.15e-01 9.82e-04 0.0463 0.8280 117.743 64 1983
## 342 8.03e-01 1.36e-05 0.1540 0.1580 116.902 64 1983
## 343 1.27e-01 0.00e+00 0.5190 0.6820 149.260 63 1983
## 344 8.54e-02 0.00e+00 0.0806 0.5880 139.200 63 1983
## 345 2.59e-02 4.19e-01 0.0573 0.9060 122.111 63 1983
## 346 5.53e-01 0.00e+00 0.1370 0.6870 90.204 62 1983
## 347 1.16e-01 4.01e-02 0.1780 0.8140 153.240 61 1983
## 348 3.90e-02 6.59e-02 0.1240 0.8320 133.793 61 1983
## 349 1.22e-01 0.00e+00 0.0646 0.4880 169.982 61 1983
## 350 8.48e-02 2.60e-03 0.0792 0.9540 98.382 60 1983
## 351 5.67e-01 0.00e+00 0.6700 0.3240 132.560 60 1983
## 352 1.27e-01 4.18e-05 0.0819 0.6640 107.982 60 1983
## 353 1.53e-01 7.81e-05 0.0248 0.8520 108.792 59 1983
## 354 1.95e-02 0.00e+00 0.2320 0.9250 128.004 59 1983
## 355 1.52e-01 1.01e-03 0.1850 0.8120 98.653 59 1983
## 356 4.04e-01 0.00e+00 0.0608 0.0643 102.245 58 1983
## 357 2.90e-01 0.00e+00 0.1070 0.7020 95.492 58 1983
## 358 1.86e-01 0.00e+00 0.0521 0.3140 144.130 58 1983
## 359 4.86e-03 1.41e-02 0.0938 0.9840 136.503 58 1983
## 360 7.68e-02 1.77e-06 0.0800 0.7750 119.829 57 1983
## 361 1.77e-01 9.27e-03 0.1480 0.9680 136.823 57 1983
## 362 7.36e-03 4.47e-02 0.0381 0.6370 115.269 57 1983
## 363 7.77e-03 0.00e+00 0.4900 0.7370 182.262 57 1983
## 364 8.03e-02 3.51e-03 0.0832 0.5760 101.641 57 1983
## 365 4.71e-01 0.00e+00 0.0493 0.9160 117.056 57 1983
## 366 2.17e-01 0.00e+00 0.3240 0.4570 87.956 56 1983
## 367 1.06e-01 2.07e-03 0.0786 0.7550 121.970 56 1983
## 368 7.20e-02 4.43e-02 0.1560 0.8950 110.558 54 1983
## 369 1.08e-01 1.69e-01 0.0661 0.9750 128.695 54 1983
## 370 6.84e-02 5.16e-04 0.2970 0.6310 110.739 54 1983
## 371 5.74e-02 0.00e+00 0.0825 0.9610 140.484 54 1983
## 372 2.16e-01 0.00e+00 0.1200 0.3190 141.920 54 1983
## 373 7.85e-03 3.49e-05 0.0927 0.5420 118.560 54 1983
## 374 1.27e-01 7.20e-06 0.1020 0.9670 113.817 53 1983
## 375 1.63e-01 9.97e-05 0.4590 0.6590 122.974 53 1983
## 376 2.83e-01 1.18e-03 0.1170 0.5470 105.772 53 1983
## 377 2.30e-01 1.22e-05 0.0666 0.9160 152.430 51 1983
## 378 2.89e-02 1.07e-02 0.0477 0.5350 95.472 51 1983
## 379 9.57e-02 1.13e-03 0.0474 0.6950 132.467 50 1983
## 380 1.35e-01 0.00e+00 0.1690 0.7390 146.738 50 1983
## 381 4.12e-02 2.91e-01 0.0834 0.8650 109.011 49 1983
## 382 4.23e-01 0.00e+00 0.3860 0.7130 118.284 48 1983
## 383 1.04e-01 0.00e+00 0.2420 0.7110 201.952 48 1983
## 384 3.11e-01 0.00e+00 0.1550 0.6780 112.610 46 1983
## 385 9.09e-03 8.14e-04 0.0772 0.8890 121.427 45 1983
## 386 1.38e-01 0.00e+00 0.1510 0.3770 75.010 45 1983
## 387 1.02e-01 9.12e-02 0.0931 0.6350 120.257 44 1983
## 388 6.58e-03 6.27e-06 0.1820 0.5600 153.743 42 1983
## 389 1.30e-01 0.00e+00 0.1010 0.8290 176.246 42 1983
## 390 2.86e-02 1.26e-03 0.1450 0.6390 139.031 41 1983
## 391 8.31e-03 0.00e+00 0.1060 0.7500 89.900 40 1983
## 392 7.78e-04 0.00e+00 0.1170 0.3770 154.068 40 1983
## 393 2.46e-01 2.37e-06 0.1090 0.8990 138.068 40 1983
## 394 2.18e-02 6.44e-06 0.2850 0.7760 124.856 38 1983
## 395 3.21e-01 1.09e-01 0.0569 0.9820 120.054 37 1983
## 396 2.07e-01 8.14e-05 0.1090 0.9690 175.327 26 1983
## 397 7.57e-01 0.00e+00 0.1030 0.2220 61.530 26 1983
## 398 3.31e-04 4.73e-01 0.3590 0.5260 158.717 21 1983
## 399 1.14e-01 0.00e+00 0.0785 0.6810 112.893 0 1983
## 400 1.17e-01 2.06e-05 0.1050 0.5640 169.994 93 1984
## 401 2.20e-01 6.02e-04 0.3490 0.7250 120.372 85 1984
## 402 7.55e-02 0.00e+00 0.6010 0.7920 128.993 85 1984
## 403 1.15e-02 0.00e+00 0.1880 0.4950 148.723 84 1984
## 404 4.87e-01 1.34e-06 0.0824 0.2940 130.388 83 1984
## 405 4.06e-02 9.10e-06 0.0824 0.8730 97.960 81 1984
## 406 2.71e-01 0.00e+00 0.0607 0.8970 81.548 81 1984
## 407 5.62e-02 1.21e-02 0.1190 0.6660 90.565 80 1984
## 408 1.19e-03 0.00e+00 0.0704 0.5460 140.034 80 1984
## 409 2.02e-01 0.00e+00 0.1960 0.8120 172.017 78 1984
## 410 7.68e-01 0.00e+00 0.3690 0.4520 80.099 77 1984
## 411 1.77e-02 2.26e-03 0.2760 0.6580 85.563 76 1984
## 412 5.53e-02 4.52e-06 0.1580 0.8270 106.929 76 1984
## 413 2.25e-01 0.00e+00 0.1880 0.8940 92.049 76 1984
## 414 9.15e-02 1.70e-06 0.1170 0.5800 96.639 75 1984
## 415 1.98e-01 0.00e+00 0.1320 0.1110 116.262 75 1984
## 416 2.43e-01 1.57e-06 0.0943 0.6500 113.535 75 1984
## 417 2.32e-01 7.37e-06 0.1070 0.2140 128.010 74 1984
## 418 2.88e-01 3.98e-06 0.2770 0.2770 170.109 73 1984
## 419 1.95e-01 0.00e+00 0.0914 0.8280 110.077 72 1984
## 420 1.66e-01 8.87e-05 0.0920 0.9540 113.798 72 1984
## 421 8.19e-02 1.42e-05 0.0768 0.4940 174.089 72 1984
## 422 3.30e-01 0.00e+00 0.0854 0.2880 78.991 71 1984
## 423 1.76e-01 3.70e-03 0.2600 0.8980 125.059 71 1984
## 424 3.38e-01 1.88e-05 0.1090 0.6420 95.007 70 1984
## 425 3.18e-02 2.25e-04 0.8900 0.7830 118.392 70 1984
## 426 1.30e-03 1.24e-03 0.0445 0.9720 129.778 69 1984
## 427 5.92e-03 3.39e-03 0.3260 0.6210 147.972 69 1984
## 428 5.20e-02 0.00e+00 0.0460 0.5930 208.571 68 1984
## 429 6.82e-03 1.11e-05 0.0853 0.4910 126.539 68 1984
## 430 1.62e-01 6.64e-05 0.1410 0.1410 158.053 68 1984
## 431 1.02e-02 4.43e-05 0.4430 0.8410 126.468 68 1984
## 432 1.90e-01 0.00e+00 0.2150 0.3580 111.539 67 1984
## 433 4.93e-02 0.00e+00 0.3170 0.5390 119.966 67 1984
## 434 7.85e-01 0.00e+00 0.8110 0.6490 151.394 66 1984
## 435 2.40e-01 3.91e-05 0.1180 0.5250 150.086 65 1984
## 436 1.03e-02 2.81e-04 0.2600 0.7380 115.636 65 1984
## 437 1.39e-02 2.53e-04 0.2250 0.6070 126.341 65 1984
## 438 2.43e-02 1.06e-03 0.0984 0.7020 125.140 65 1984
## 439 5.14e-02 3.10e-06 0.0751 0.6280 115.230 65 1984
## 440 1.81e-01 0.00e+00 0.1470 0.5880 84.347 65 1984
## 441 6.01e-01 1.56e-05 0.0978 0.8580 108.347 64 1984
## 442 1.15e-01 9.82e-04 0.0463 0.8280 117.743 64 1984
## 443 1.09e-01 5.76e-04 0.1130 0.9710 133.887 64 1984
## 444 9.52e-03 7.05e-02 0.3600 0.7630 125.398 63 1984
## 445 7.61e-02 4.14e-03 0.0477 0.7140 122.659 63 1984
## 446 5.02e-01 0.00e+00 0.1430 0.4800 120.094 63 1984
## 447 1.37e-02 1.78e-02 0.0979 0.8630 90.626 62 1984
## 448 3.72e-01 7.13e-06 0.1070 0.3170 203.753 62 1984
## 449 1.47e-01 2.27e-06 0.0842 0.2340 177.279 62 1984
## 450 5.89e-01 1.98e-06 0.0658 0.5660 125.861 62 1984
## 451 4.35e-02 2.34e-06 0.1450 0.4020 95.993 59 1984
## 452 1.45e-02 2.25e-02 0.2790 0.7970 124.917 59 1984
## 453 6.50e-01 9.03e-01 0.1040 0.1340 165.393 59 1984
## 454 1.53e-01 7.81e-05 0.0248 0.8520 108.792 59 1984
## 455 8.93e-04 1.51e-04 0.0920 0.7650 114.717 58 1984
## 456 5.05e-01 1.04e-02 0.5180 0.7170 127.083 58 1984
## 457 1.07e-01 0.00e+00 0.2910 0.8200 126.701 58 1984
## 458 4.48e-01 0.00e+00 0.1710 0.4020 81.182 56 1984
## 459 2.08e-01 1.50e-06 0.3170 0.8400 147.414 56 1984
## 460 1.61e-01 1.01e-04 0.5830 0.9160 134.533 56 1984
## 461 5.15e-02 0.00e+00 0.0373 0.9030 112.989 55 1984
## 462 1.98e-01 1.15e-05 0.2230 0.9330 117.080 55 1984
## 463 1.24e-01 4.18e-05 0.0548 0.8430 123.933 55 1984
## 464 8.98e-02 9.51e-04 0.0512 0.9400 107.395 54 1984
## 465 4.66e-02 0.00e+00 0.1120 0.4270 105.764 53 1984
## 466 7.86e-02 6.40e-06 0.3890 0.7790 110.289 53 1984
## 467 7.24e-02 0.00e+00 0.0874 0.4190 103.022 53 1984
## 468 8.80e-04 1.63e-04 0.1030 0.8140 136.794 53 1984
## 469 1.36e-01 2.21e-05 0.0504 0.9070 126.300 53 1984
## 470 3.18e-02 1.06e-04 0.2220 0.9560 143.297 52 1984
## 471 3.71e-02 3.74e-05 0.0420 0.9320 91.464 51 1984
## 472 2.38e-01 8.30e-03 0.2540 0.9600 105.152 51 1984
## 473 4.49e-01 2.16e-06 0.6350 0.4250 122.218 50 1984
## 474 2.63e-02 0.00e+00 0.2550 0.7020 124.046 50 1984
## 475 8.23e-01 1.12e-06 0.1340 0.1840 172.064 50 1984
## 476 1.38e-01 9.32e-06 0.6530 0.7390 115.727 50 1984
## 477 8.68e-01 5.29e-01 0.1100 0.1580 112.009 49 1984
## 478 3.94e-01 0.00e+00 0.3130 0.7940 121.932 49 1984
## 479 2.61e-02 3.41e-02 0.4310 0.8660 127.522 49 1984
## 480 1.77e-01 8.37e-04 0.0443 0.9170 118.425 48 1984
## 481 8.99e-02 0.00e+00 0.6500 0.9600 130.674 47 1984
## 482 6.31e-01 5.68e-06 0.1120 0.3690 85.128 47 1984
## 483 7.66e-01 0.00e+00 0.1860 0.3870 95.914 46 1984
## 484 7.58e-01 0.00e+00 0.0887 0.5070 90.967 45 1984
## 485 9.87e-02 0.00e+00 0.2390 0.6730 127.360 45 1984
## 486 2.83e-01 1.49e-01 0.0520 0.8910 121.562 42 1984
## 487 2.72e-02 7.31e-03 0.4720 0.4080 122.756 41 1984
## 488 5.15e-01 6.08e-06 0.0795 0.0617 129.092 39 1984
## 489 9.77e-03 0.00e+00 0.1320 0.4610 160.035 39 1984
## 490 7.09e-02 2.25e-05 0.3900 0.7340 120.191 39 1984
## 491 2.42e-02 0.00e+00 0.0942 0.2950 126.897 38 1984
## 492 2.12e-02 7.26e-02 0.0935 0.7900 182.732 35 1984
## 493 2.53e-01 2.50e-04 0.1030 0.5790 164.343 35 1984
## 494 1.68e-02 4.82e-03 0.0494 0.8530 116.600 33 1984
## 495 1.87e-01 8.39e-01 0.2830 0.4460 120.041 31 1984
## 496 8.56e-01 7.38e-06 0.0994 0.1960 134.962 19 1984
## 497 2.52e-01 2.20e-05 0.1510 0.7950 97.792 7 1984
## 498 1.95e-01 0.00e+00 0.7080 0.6330 120.043 6 1984
## 499 1.04e-01 4.95e-06 0.0765 0.4760 83.709 4 1984
## 500 1.80e-02 1.25e-03 0.0928 0.8760 84.412 88 1985
## 501 3.47e-01 3.89e-03 0.1040 0.5350 112.067 87 1985
## 502 1.15e-02 0.00e+00 0.1880 0.4950 148.723 84 1985
## 503 1.83e-02 0.00e+00 0.0732 0.7740 139.130 83 1985
## 504 6.76e-01 0.00e+00 0.0928 0.3820 103.313 82 1985
## 505 1.30e-01 0.00e+00 0.2710 0.8030 153.119 81 1985
## 506 1.93e-01 1.76e-06 0.1310 0.4230 81.204 80 1985
## 507 2.38e-01 6.00e-04 0.0298 0.9620 119.336 80 1985
## 508 6.24e-01 0.00e+00 0.1110 0.3400 87.115 79 1985
## 509 1.19e-02 1.66e-01 0.0678 0.9440 109.901 78 1985
## 510 5.01e-01 5.72e-03 0.1840 0.9070 176.941 77 1985
## 511 3.73e-04 7.75e-05 0.1000 0.5840 122.093 76 1985
## 512 3.47e-02 6.45e-06 0.0997 0.5830 119.988 76 1985
## 513 2.25e-01 0.00e+00 0.1120 0.6640 100.380 76 1985
## 514 3.68e-01 0.00e+00 0.2200 0.3880 74.008 76 1985
## 515 1.16e-01 0.00e+00 0.0406 0.8070 170.531 75 1985
## 516 1.05e-01 1.63e-04 0.0825 0.9300 128.871 75 1985
## 517 9.64e-02 2.85e-05 0.0970 0.9610 118.777 75 1985
## 518 5.20e-02 0.00e+00 0.0708 0.6560 144.091 75 1985
## 519 1.25e-01 0.00e+00 0.2690 0.6120 142.791 74 1985
## 520 1.55e-01 1.82e-05 0.0877 0.1900 156.344 73 1985
## 521 5.15e-03 3.66e-05 0.2870 0.6350 126.590 73 1985
## 522 1.74e-01 1.87e-05 0.1390 0.4980 97.909 73 1985
## 523 3.35e-01 7.51e-06 0.0964 0.9780 136.506 72 1985
## 524 5.31e-01 4.28e-01 0.1380 0.0997 88.014 71 1985
## 525 4.57e-02 0.00e+00 0.1210 0.9780 117.486 71 1985
## 526 4.44e-02 0.00e+00 0.0846 0.6130 92.998 71 1985
## 527 2.63e-01 0.00e+00 0.1050 0.5210 80.006 71 1985
## 528 2.88e-01 6.53e-01 0.0972 0.8660 138.004 70 1985
## 529 3.38e-01 1.88e-05 0.1090 0.6420 95.007 70 1985
## 530 1.65e-01 0.00e+00 0.0674 0.9610 174.513 70 1985
## 531 3.39e-02 0.00e+00 0.0900 0.7670 139.971 70 1985
## 532 1.52e-01 1.97e-03 0.0685 0.9700 119.747 70 1985
## 533 5.20e-02 0.00e+00 0.0460 0.5930 208.571 68 1985
## 534 5.93e-01 4.22e-05 0.2750 0.2640 99.304 68 1985
## 535 3.22e-01 4.06e-03 0.1650 0.9620 115.090 67 1985
## 536 6.49e-01 3.34e-02 0.0930 0.4990 120.045 67 1985
## 537 5.29e-02 9.34e-02 0.0515 0.7250 121.232 67 1985
## 538 2.43e-01 3.23e-05 0.0601 0.9380 91.703 66 1985
## 539 4.91e-02 8.94e-04 0.0641 0.6570 134.212 65 1985
## 540 3.91e-02 5.55e-05 0.0557 0.8970 114.834 65 1985
## 541 1.50e-01 3.04e-06 0.2220 0.4710 111.203 65 1985
## 542 3.48e-02 1.26e-04 0.0940 0.2720 154.045 65 1985
## 543 4.73e-01 0.00e+00 0.0369 0.7180 202.408 65 1985
## 544 1.59e-02 0.00e+00 0.2620 0.7780 125.472 64 1985
## 545 2.10e-01 4.26e-04 0.0684 0.9100 120.750 64 1985
## 546 1.67e-02 2.34e-05 0.0692 0.8700 149.706 64 1985
## 547 2.01e-01 6.12e-03 0.1140 0.7130 98.851 63 1985
## 548 1.21e-02 8.34e-02 0.1050 0.6800 80.145 61 1985
## 549 2.90e-01 0.00e+00 0.3230 0.3000 160.652 61 1985
## 550 4.71e-01 0.00e+00 0.1590 0.7130 116.598 60 1985
## 551 9.40e-01 0.00e+00 0.1600 0.1200 78.540 60 1985
## 552 2.38e-01 1.09e-06 0.3190 0.2040 98.405 60 1985
## 553 3.63e-01 8.83e-02 0.0914 0.4720 115.464 59 1985
## 554 1.45e-02 2.25e-02 0.2790 0.7970 124.917 59 1985
## 555 2.50e-01 8.57e-01 0.1430 0.1470 122.023 58 1985
## 556 3.52e-02 2.74e-04 0.1050 0.6320 135.256 58 1985
## 557 1.29e-02 0.00e+00 0.0816 0.0395 115.911 58 1985
## 558 2.35e-04 6.66e-01 0.0955 0.7700 127.822 58 1985
## 559 2.82e-02 2.14e-06 0.1140 0.5780 104.995 58 1985
## 560 1.37e-01 0.00e+00 0.3190 0.8190 125.058 56 1985
## 561 4.04e-01 0.00e+00 0.1380 0.5830 115.690 56 1985
## 562 3.04e-02 0.00e+00 0.0528 0.9030 114.932 55 1985
## 563 4.36e-03 3.62e-01 0.6080 0.4150 114.748 55 1985
## 564 3.14e-02 1.17e-04 0.1280 0.8320 108.254 55 1985
## 565 1.26e-01 8.19e-03 0.3210 0.7400 116.574 54 1985
## 566 7.24e-02 0.00e+00 0.1070 0.4960 149.956 54 1985
## 567 6.00e-02 1.47e-03 0.0623 0.4360 109.480 54 1985
## 568 6.86e-01 0.00e+00 0.0771 0.5340 74.802 54 1985
## 569 2.34e-02 1.12e-03 0.0728 0.8350 128.820 53 1985
## 570 1.60e-01 3.65e-03 0.0451 0.9690 122.420 52 1985
## 571 2.68e-02 1.98e-06 0.2410 0.2830 99.738 51 1985
## 572 2.11e-01 0.00e+00 0.2430 0.8460 173.274 51 1985
## 573 2.36e-02 0.00e+00 0.2630 0.8640 104.794 51 1985
## 574 4.39e-02 0.00e+00 0.3010 0.3060 161.922 51 1985
## 575 3.49e-03 2.76e-04 0.5190 0.4110 172.603 50 1985
## 576 5.90e-01 0.00e+00 0.0803 0.1480 124.209 50 1985
## 577 2.98e-02 3.69e-03 0.1000 0.8250 136.098 49 1985
## 578 1.34e-01 5.06e-04 0.0643 0.8880 108.675 48 1985
## 579 2.94e-01 6.20e-06 0.0790 0.6660 120.539 47 1985
## 580 4.53e-03 8.92e-03 0.0397 0.7560 126.558 47 1985
## 581 8.08e-02 2.06e-05 0.0783 0.6540 125.491 47 1985
## 582 4.69e-02 3.33e-03 0.2350 0.8270 123.604 46 1985
## 583 5.77e-01 1.19e-03 0.0431 0.1970 146.831 45 1985
## 584 2.42e-01 5.55e-06 0.0223 0.8330 126.509 45 1985
## 585 2.90e-01 8.17e-04 0.1320 0.8240 123.689 45 1985
## 586 6.77e-03 8.19e-03 0.0477 0.9620 122.510 44 1985
## 587 5.18e-01 9.34e-03 0.4090 0.6400 100.609 44 1985
## 588 5.97e-02 7.17e-02 0.0764 0.6460 124.303 43 1985
## 589 6.12e-01 1.02e-02 0.1270 0.7290 86.780 43 1985
## 590 6.12e-01 1.02e-02 0.1270 0.7290 86.780 43 1985
## 591 1.28e-01 1.00e-01 0.1300 0.8190 124.685 41 1985
## 592 5.47e-01 8.96e-01 0.4320 0.8540 115.431 41 1985
## 593 7.08e-02 2.15e-05 0.0930 0.7530 94.203 40 1985
## 594 1.88e-01 0.00e+00 0.0687 0.5830 99.641 40 1985
## 595 2.38e-01 7.73e-02 0.0998 0.1880 72.170 38 1985
## 596 1.11e-03 7.98e-03 0.1180 0.5040 110.007 35 1985
## 597 3.55e-03 8.23e-01 0.0511 0.7720 160.037 3 1985
## 598 1.00e-01 4.89e-04 0.0964 0.6630 96.988 1 1985
## 599 6.11e-03 4.81e-01 0.1220 0.5120 130.011 0 1985
## 600 9.32e-01 0.00e+00 0.0880 0.3870 72.795 86 1986
## 601 1.65e-01 5.26e-06 0.1340 0.5150 100.002 86 1986
## 602 6.63e-02 2.18e-06 0.3440 0.8120 122.805 83 1986
## 603 2.30e-02 1.76e-06 0.0692 0.4210 99.982 82 1986
## 604 3.32e-02 1.30e-02 0.3050 0.8220 133.417 82 1986
## 605 1.21e-01 3.62e-06 0.0673 0.6210 129.513 82 1986
## 606 7.31e-01 1.47e-06 0.1240 0.1510 109.885 81 1986
## 607 3.93e-01 0.00e+00 0.1650 0.5540 75.087 80 1986
## 608 6.15e-01 0.00e+00 0.1310 0.5970 126.019 80 1986
## 609 9.36e-02 1.35e-04 0.1090 0.9640 123.765 80 1986
## 610 9.55e-02 2.87e-02 0.0989 0.6250 204.113 79 1986
## 611 3.69e-03 4.61e-04 0.0445 0.2940 119.954 79 1986
## 612 4.10e-01 0.00e+00 0.0819 0.4330 151.566 77 1986
## 613 2.41e-01 0.00e+00 0.1300 0.6470 157.170 76 1986
## 614 1.51e-02 5.71e-06 0.1010 0.4040 103.952 76 1986
## 615 3.81e-05 2.76e-04 0.3410 0.4310 112.363 76 1986
## 616 1.97e-02 8.24e-04 0.1280 0.2750 104.183 75 1986
## 617 1.15e-02 1.02e-05 0.0776 0.8940 108.709 74 1986
## 618 3.24e-02 4.50e-06 0.0878 0.5790 130.007 73 1986
## 619 6.13e-02 0.00e+00 0.4110 0.5470 95.769 73 1986
## 620 6.33e-02 1.01e-03 0.1070 0.1650 140.101 72 1986
## 621 8.05e-02 2.95e-06 0.2760 0.3290 144.983 72 1986
## 622 2.67e-02 0.00e+00 0.3520 0.6740 99.983 72 1986
## 623 2.01e-01 1.39e-04 0.6320 0.9280 119.490 71 1986
## 624 1.86e-01 1.66e-03 0.1710 0.8490 131.014 71 1986
## 625 9.43e-04 6.28e-02 0.1590 0.5760 113.259 71 1986
## 626 5.05e-01 1.39e-02 0.1160 0.0608 133.853 71 1986
## 627 1.34e-01 4.57e-05 0.1080 0.4430 99.162 70 1986
## 628 3.23e-01 7.47e-05 0.0958 0.8970 98.813 70 1986
## 629 7.01e-01 3.07e-05 0.1160 0.2680 171.282 70 1986
## 630 5.80e-01 1.59e-04 0.0953 0.5170 86.020 69 1986
## 631 4.78e-01 0.00e+00 0.4020 0.8330 91.981 69 1986
## 632 1.01e-01 1.41e-06 0.0942 0.7480 132.699 69 1986
## 633 8.83e-02 6.10e-01 0.2780 0.9110 126.113 69 1986
## 634 4.84e-01 3.55e-06 0.1170 0.2480 131.242 68 1986
## 635 1.23e-01 2.64e-04 0.0735 0.7520 86.605 68 1986
## 636 5.41e-02 0.00e+00 0.4290 0.5320 139.861 67 1986
## 637 1.28e-01 9.80e-03 0.3030 0.9620 91.563 67 1986
## 638 7.53e-02 1.50e-05 0.1280 0.5610 103.265 66 1986
## 639 2.15e-03 0.00e+00 0.1380 0.1980 81.535 66 1986
## 640 1.20e-01 2.26e-06 0.3940 0.7310 133.197 66 1986
## 641 1.87e-02 5.13e-03 0.1600 0.9620 128.068 66 1986
## 642 2.51e-02 0.00e+00 0.3590 0.6730 73.012 66 1986
## 643 2.42e-05 7.15e-02 0.3470 0.8180 116.045 66 1986
## 644 3.82e-01 5.89e-06 0.0425 0.9750 111.617 65 1986
## 645 1.68e-01 4.09e-02 0.0311 0.8650 122.237 65 1986
## 646 2.96e-01 3.36e-03 0.0884 0.8900 176.735 65 1986
## 647 5.09e-01 0.00e+00 0.0868 0.3000 79.103 65 1986
## 648 6.06e-02 0.00e+00 0.0767 0.7460 88.236 65 1986
## 649 3.43e-01 7.55e-06 0.0521 0.9640 121.879 63 1986
## 650 4.99e-02 0.00e+00 0.2410 0.4160 159.897 63 1986
## 651 2.59e-01 5.10e-03 0.1750 0.3600 146.175 63 1986
## 652 3.20e-01 1.69e-06 0.1070 0.2590 125.494 62 1986
## 653 2.40e-01 0.00e+00 0.1120 0.4650 102.019 62 1986
## 654 2.59e-01 2.99e-06 0.1590 0.3290 144.836 62 1986
## 655 1.24e-01 0.00e+00 0.1130 0.6540 130.717 62 1986
## 656 4.35e-01 9.13e-05 0.1240 0.8040 172.404 62 1986
## 657 9.43e-03 2.79e-06 0.2270 0.8740 164.018 61 1986
## 658 7.69e-01 7.82e-05 0.1260 0.0925 142.676 61 1986
## 659 2.00e-01 1.49e-04 0.1410 0.7640 90.997 60 1986
## 660 2.38e-01 1.09e-06 0.3190 0.2040 98.405 60 1986
## 661 4.05e-01 0.00e+00 0.3180 0.9320 122.045 60 1986
## 662 2.63e-01 1.10e-03 0.1070 0.2350 109.943 59 1986
## 663 9.79e-03 3.26e-04 0.0427 0.6770 135.030 59 1986
## 664 1.44e-01 8.77e-03 0.0879 0.2910 83.972 59 1986
## 665 2.94e-01 3.69e-06 0.3580 0.8530 121.761 57 1986
## 666 4.40e-02 0.00e+00 0.0394 0.4680 96.319 56 1986
## 667 9.53e-01 3.88e-06 0.1110 0.3320 96.729 56 1986
## 668 4.23e-01 0.00e+00 0.1070 0.7460 140.070 55 1986
## 669 1.48e-03 6.92e-03 0.0675 0.7610 113.908 54 1986
## 670 8.40e-02 3.31e-02 0.0518 0.7060 116.207 54 1986
## 671 2.87e-01 0.00e+00 0.3890 0.6220 89.749 53 1986
## 672 2.65e-01 0.00e+00 0.4940 0.4320 121.670 53 1986
## 673 2.89e-01 3.38e-02 0.2830 0.6530 141.362 53 1986
## 674 8.57e-01 8.98e-03 0.1050 0.1510 99.001 52 1986
## 675 2.78e-01 1.19e-04 0.1090 0.7660 88.870 52 1986
## 676 6.53e-01 3.56e-06 0.2190 0.4290 74.142 52 1986
## 677 8.97e-01 9.53e-01 0.1060 0.2170 107.924 52 1986
## 678 4.22e-01 1.55e-02 0.0546 0.8020 116.489 50 1986
## 679 9.65e-02 7.88e-01 0.1360 0.3390 142.735 50 1986
## 680 3.12e-02 5.68e-05 0.0497 0.9710 135.125 49 1986
## 681 6.83e-01 4.55e-05 0.0621 0.8000 95.123 49 1986
## 682 1.72e-02 1.37e-02 0.0612 0.7940 106.013 49 1986
## 683 1.34e-02 9.08e-05 0.0720 0.4500 71.706 48 1986
## 684 1.57e-02 1.16e-02 0.0656 0.8410 114.045 48 1986
## 685 2.93e-01 1.64e-05 0.1080 0.5600 155.656 48 1986
## 686 3.02e-01 2.07e-05 0.0805 0.8350 92.101 47 1986
## 687 1.76e-01 0.00e+00 0.1030 0.1760 139.802 45 1986
## 688 6.29e-02 3.18e-02 0.7870 0.7460 120.247 45 1986
## 689 4.80e-02 0.00e+00 0.0866 0.6640 129.843 45 1986
## 690 7.35e-02 2.11e-03 0.6450 0.7180 116.305 45 1986
## 691 2.17e-02 2.39e-02 0.0513 0.8780 113.798 43 1986
## 692 4.28e-02 0.00e+00 0.1090 0.3260 127.108 41 1986
## 693 3.17e-01 0.00e+00 0.1050 0.3150 84.586 36 1986
## 694 7.65e-01 8.75e-01 0.1190 0.1850 149.999 34 1986
## 695 9.96e-01 9.64e-01 0.0972 0.2800 164.313 25 1986
## 696 9.31e-02 8.85e-05 0.1100 0.0771 130.924 20 1986
## 697 2.86e-02 2.47e-03 0.2380 0.7170 96.088 19 1986
## 698 4.23e-01 0.00e+00 0.1440 0.7620 147.027 0 1986
## 699 6.62e-01 2.48e-06 0.1650 0.1860 159.718 0 1986
## 700 1.99e-01 1.90e-05 0.1040 0.2420 159.920 91 1987
## 701 7.78e-02 2.06e-04 0.2940 0.7940 122.509 85 1987
## 702 2.07e-01 3.07e-04 0.0888 0.8670 118.818 84 1987
## 703 5.86e-02 4.87e-06 0.0630 0.9420 178.946 83 1987
## 704 2.75e-02 0.00e+00 0.1090 0.2220 119.972 82 1987
## 705 2.99e-02 0.00e+00 0.0719 0.5300 95.990 80 1987
## 706 1.81e-03 2.81e-01 0.1980 0.3600 163.378 79 1987
## 707 7.61e-02 0.00e+00 0.0741 0.9220 117.009 79 1987
## 708 2.02e-04 3.55e-01 0.1410 0.1130 110.171 79 1987
## 709 1.58e-02 1.69e-04 0.0625 0.5070 124.945 78 1987
## 710 1.11e-01 0.00e+00 0.0670 0.7430 122.246 78 1987
## 711 3.74e-01 0.00e+00 0.1940 0.3970 95.971 76 1987
## 712 1.72e-02 0.00e+00 0.1580 0.5350 144.991 75 1987
## 713 3.46e-03 1.23e-03 0.5650 0.2740 98.007 75 1987
## 714 2.16e-01 8.30e-05 0.0551 0.8650 124.825 75 1987
## 715 3.32e-01 3.34e-06 0.0392 0.4910 76.698 75 1987
## 716 1.29e-01 1.46e-02 0.3090 0.2580 150.036 75 1987
## 717 1.89e-04 0.00e+00 0.0607 0.7600 116.045 74 1987
## 718 1.05e-02 0.00e+00 0.1780 0.5640 134.039 74 1987
## 719 6.38e-01 2.52e-04 0.0959 0.1680 175.124 73 1987
## 720 3.04e-01 1.38e-05 0.0553 0.9640 99.900 72 1987
## 721 4.25e-03 0.00e+00 0.3670 0.6790 106.035 72 1987
## 722 1.24e-03 0.00e+00 0.1090 0.4010 91.958 71 1987
## 723 4.50e-02 3.11e-03 0.0909 0.2110 124.025 71 1987
## 724 3.09e-01 0.00e+00 0.0971 0.9020 118.309 70 1987
## 725 3.64e-01 8.25e-01 0.1130 0.2640 90.948 70 1987
## 726 1.93e-01 2.45e-03 0.1100 0.1550 130.953 70 1987
## 727 6.49e-02 0.00e+00 0.0684 0.7590 142.119 69 1987
## 728 4.60e-01 0.00e+00 0.1080 0.2680 115.058 69 1987
## 729 1.21e-01 5.12e-06 0.2400 0.7420 154.914 68 1987
## 730 6.07e-01 5.71e-02 0.1450 0.5310 111.166 68 1987
## 731 7.64e-02 0.00e+00 0.1630 0.8140 99.978 68 1987
## 732 1.55e-01 0.00e+00 0.0990 0.6440 71.111 68 1987
## 733 1.68e-01 6.72e-03 0.0584 0.9420 138.083 67 1987
## 734 2.06e-01 1.08e-03 0.2130 0.2840 127.129 67 1987
## 735 7.87e-01 3.31e-04 0.3030 0.9390 75.099 67 1987
## 736 4.10e-01 1.00e-01 0.0999 0.2810 143.921 65 1987
## 737 9.82e-01 1.26e-03 0.1100 0.3880 92.123 65 1987
## 738 9.69e-02 0.00e+00 0.0885 0.0632 101.042 63 1987
## 739 2.33e-03 2.57e-04 0.0755 0.8910 114.921 63 1987
## 740 9.35e-03 0.00e+00 0.2200 0.4850 135.012 63 1987
## 741 8.06e-02 1.55e-04 0.1400 0.7080 123.440 63 1987
## 742 1.17e-02 7.79e-05 0.1550 0.2440 89.939 62 1987
## 743 2.31e-01 0.00e+00 0.3820 0.7120 107.931 62 1987
## 744 4.44e-05 7.29e-02 0.1790 0.3240 114.919 62 1987
## 745 3.44e-03 4.72e-05 0.3000 0.8180 103.022 62 1987
## 746 6.86e-01 2.62e-05 0.4170 0.5090 135.756 62 1987
## 747 5.18e-05 2.91e-03 0.1240 0.4270 156.794 61 1987
## 748 6.67e-01 1.92e-06 0.0295 0.2760 100.139 61 1987
## 749 9.95e-01 9.39e-01 0.1130 0.4010 148.315 61 1987
## 750 4.23e-02 0.00e+00 0.5820 0.0467 89.146 61 1987
## 751 4.68e-04 8.33e-01 0.0938 0.3150 122.664 60 1987
## 752 4.63e-03 4.06e-04 0.0711 0.1320 105.111 59 1987
## 753 1.52e-01 1.45e-06 0.0319 0.9490 126.353 58 1987
## 754 1.52e-03 4.25e-03 0.0780 0.8660 137.662 57 1987
## 755 3.27e-03 1.43e-05 0.0986 0.9440 122.039 57 1987
## 756 9.29e-02 0.00e+00 0.2700 0.3340 117.096 57 1987
## 757 2.61e-02 0.00e+00 0.0936 0.8640 113.238 56 1987
## 758 4.47e-02 1.18e-05 0.0672 0.8020 92.956 55 1987
## 759 1.56e-01 1.65e-06 0.0799 0.8500 109.447 55 1987
## 760 8.84e-02 8.44e-05 0.0390 0.7470 128.845 54 1987
## 761 7.81e-01 0.00e+00 0.0647 0.2600 200.733 53 1987
## 762 7.23e-02 3.16e-02 0.0692 0.7150 131.746 53 1987
## 763 1.62e-01 7.06e-06 0.0887 0.5370 104.882 53 1987
## 764 1.11e-01 5.32e-01 0.9520 0.7250 160.073 53 1987
## 765 1.53e-01 0.00e+00 0.0839 0.9140 109.123 52 1987
## 766 8.22e-01 2.28e-05 0.1220 0.4630 139.374 52 1987
## 767 1.22e-03 2.76e-04 0.0624 0.5330 141.984 52 1987
## 768 5.95e-02 1.33e-03 0.1320 0.5380 108.704 51 1987
## 769 1.05e-01 3.35e-02 0.0714 0.6590 113.758 51 1987
## 770 3.42e-03 2.09e-03 0.0605 0.8730 120.037 51 1987
## 771 8.08e-03 2.48e-06 0.0432 0.9600 116.343 51 1987
## 772 2.86e-01 6.80e-06 0.1360 0.8410 159.625 50 1987
## 773 1.60e-01 3.33e-03 0.0756 0.9260 109.964 50 1987
## 774 9.77e-02 6.06e-05 0.1960 0.9200 123.372 49 1987
## 775 3.31e-02 3.83e-05 0.5760 0.4240 153.893 49 1987
## 776 5.05e-02 7.98e-02 0.1690 0.8760 126.186 49 1987
## 777 2.06e-01 2.00e-05 0.1070 0.6820 116.311 48 1987
## 778 2.57e-01 0.00e+00 0.2380 0.8000 91.680 47 1987
## 779 2.36e-01 4.60e-02 0.1320 0.8380 124.983 47 1987
## 780 2.16e-01 1.84e-03 0.1350 0.8540 119.875 45 1987
## 781 1.08e-01 5.76e-05 0.0553 0.6930 122.337 45 1987
## 782 6.13e-02 4.45e-05 0.0226 0.9470 116.975 44 1987
## 783 3.45e-01 5.65e-01 0.1220 0.2040 128.042 43 1987
## 784 1.02e-02 5.63e-03 0.1840 0.6660 89.487 43 1987
## 785 2.36e-02 1.20e-02 0.0907 0.9620 119.762 42 1987
## 786 7.79e-01 0.00e+00 0.1110 0.2700 83.516 40 1987
## 787 3.35e-02 7.79e-03 0.3110 0.8880 105.374 40 1987
## 788 1.49e-01 9.24e-05 0.0523 0.8990 109.196 40 1987
## 789 4.47e-02 2.15e-04 0.1120 0.7160 133.507 38 1987
## 790 4.87e-01 1.53e-06 0.9650 0.1720 131.828 38 1987
## 791 3.55e-02 1.38e-03 0.1130 0.9570 132.074 35 1987
## 792 2.57e-01 8.24e-04 0.3550 0.7260 173.850 35 1987
## 793 4.77e-01 0.00e+00 0.2490 0.2360 112.412 34 1987
## 794 1.66e-01 2.18e-05 0.0257 0.9330 118.022 31 1987
## 795 5.39e-01 0.00e+00 0.1870 0.3410 79.483 29 1987
## 796 8.48e-01 0.00e+00 0.2210 0.7330 157.598 24 1987
## 797 8.73e-01 4.38e-01 0.1030 0.2680 94.949 11 1987
## 798 7.99e-01 8.64e-01 0.1050 0.0754 118.923 0 1987
## 799 3.07e-02 2.99e-05 0.1010 0.2530 180.267 0 1987
## 800 1.76e-02 0.00e+00 0.0847 0.7090 124.041 88 1988
## 801 9.00e-02 8.43e-02 0.1120 0.6240 125.304 86 1988
## 802 1.86e-01 0.00e+00 0.1150 0.6700 97.994 85 1988
## 803 3.14e-01 0.00e+00 0.0686 0.3390 83.389 83 1988
## 804 1.15e-01 3.79e-05 0.1080 0.9140 113.309 79 1988
## 805 1.11e-01 0.00e+00 0.0670 0.7430 122.246 78 1988
## 806 9.40e-03 3.58e-05 0.0662 0.6070 95.846 77 1988
## 807 1.10e-02 0.00e+00 0.1180 0.5520 109.882 77 1988
## 808 3.36e-03 0.00e+00 0.2670 0.0804 149.972 77 1988
## 809 4.56e-01 1.72e-06 0.4880 0.9630 149.211 76 1988
## 810 1.16e-01 0.00e+00 0.0406 0.8070 170.531 75 1988
## 811 7.22e-04 2.21e-04 0.2090 0.6690 163.983 75 1988
## 812 2.11e-03 0.00e+00 0.2830 0.5680 84.989 74 1988
## 813 8.63e-03 0.00e+00 0.1370 0.9270 115.584 71 1988
## 814 5.44e-02 5.50e-05 0.1440 0.5400 114.472 71 1988
## 815 1.83e-05 2.56e-05 0.1490 0.5550 174.217 69 1988
## 816 1.99e-02 0.00e+00 0.3480 0.5300 129.088 69 1988
## 817 1.83e-01 1.90e-05 0.0802 0.5060 124.558 68 1988
## 818 4.55e-02 4.75e-05 0.1310 0.4950 136.590 67 1988
## 819 8.47e-02 1.08e-06 0.1920 0.6050 117.932 67 1988
## 820 3.21e-01 6.85e-03 0.1040 0.9060 100.003 67 1988
## 821 2.56e-01 1.65e-05 0.1800 0.2240 124.918 67 1988
## 822 3.02e-02 1.16e-05 0.3710 0.7230 117.955 67 1988
## 823 5.19e-02 1.28e-04 0.1550 0.8960 115.114 67 1988
## 824 2.39e-01 7.95e-04 0.4210 0.3480 131.383 66 1988
## 825 5.20e-01 7.91e-05 0.1340 0.2690 100.331 66 1988
## 826 7.13e-02 1.54e-01 0.0675 0.8830 109.030 66 1988
## 827 9.74e-02 1.26e-05 0.1300 0.4270 119.988 66 1988
## 828 6.70e-02 9.30e-04 0.0847 0.4120 129.790 65 1988
## 829 5.13e-01 2.06e-06 0.0755 0.3590 97.074 64 1988
## 830 1.40e-03 0.00e+00 0.1050 0.6470 122.994 64 1988
## 831 7.55e-01 1.05e-03 0.1440 0.2010 73.360 63 1988
## 832 3.18e-02 4.71e-05 0.2500 0.7450 121.311 63 1988
## 833 7.22e-01 0.00e+00 0.1020 0.9650 89.860 62 1988
## 834 1.63e-01 3.36e-05 0.0853 0.2840 101.988 62 1988
## 835 6.77e-01 0.00e+00 0.1270 0.0709 138.964 62 1988
## 836 5.18e-02 1.76e-04 0.1740 0.2750 96.848 62 1988
## 837 2.41e-01 3.46e-01 0.1350 0.7620 90.044 61 1988
## 838 9.91e-01 9.29e-01 0.1030 0.0989 120.030 61 1988
## 839 1.34e-01 6.02e-04 0.1580 0.9280 118.082 60 1988
## 840 6.61e-02 1.75e-06 0.0808 0.8950 115.748 59 1988
## 841 3.60e-01 4.25e-02 0.0242 0.7520 129.000 59 1988
## 842 2.59e-02 3.96e-05 0.2990 0.5590 169.633 59 1988
## 843 1.20e-01 0.00e+00 0.2980 0.8790 165.210 58 1988
## 844 8.74e-02 8.41e-06 0.3360 0.9190 117.140 58 1988
## 845 4.34e-01 3.78e-05 0.1100 0.0823 119.005 58 1988
## 846 2.02e-01 5.08e-06 0.0864 0.8520 109.147 58 1988
## 847 4.44e-01 0.00e+00 0.1180 0.3690 120.025 58 1988
## 848 4.14e-01 4.45e-06 0.1160 0.1900 144.130 57 1988
## 849 6.08e-02 1.97e-06 0.1000 0.6410 109.673 56 1988
## 850 4.36e-01 1.91e-05 0.1090 0.2330 199.786 56 1988
## 851 2.19e-02 0.00e+00 0.6710 0.3760 135.558 56 1988
## 852 2.90e-02 2.21e-04 0.0518 0.6420 92.097 56 1988
## 853 4.98e-01 0.00e+00 0.0939 0.3300 155.473 56 1988
## 854 7.28e-02 0.00e+00 0.2050 0.7460 109.029 55 1988
## 855 5.66e-01 2.46e-04 0.2900 0.2270 79.018 55 1988
## 856 1.06e-01 0.00e+00 0.2770 0.4880 119.989 55 1988
## 857 2.67e-01 2.33e-06 0.1470 0.3430 78.299 54 1988
## 858 1.34e-02 0.00e+00 0.1280 0.1230 85.666 54 1988
## 859 2.62e-01 0.00e+00 0.1720 0.3040 163.817 54 1988
## 860 5.42e-01 2.25e-01 0.1030 0.3470 172.633 54 1988
## 861 2.42e-01 1.16e-06 0.2660 0.4070 128.768 53 1988
## 862 4.20e-02 1.02e-03 0.0300 0.9650 134.900 53 1988
## 863 4.68e-02 0.00e+00 0.1120 0.4260 81.925 53 1988
## 864 1.63e-01 2.78e-06 0.0441 0.7160 142.782 52 1988
## 865 3.71e-01 0.00e+00 0.1720 0.8410 140.666 51 1988
## 866 6.56e-01 0.00e+00 0.0874 0.1840 144.539 51 1988
## 867 3.55e-01 4.12e-05 0.1090 0.2690 80.005 50 1988
## 868 1.39e-01 7.11e-06 0.3780 0.9690 142.027 49 1988
## 869 2.80e-03 5.36e-01 0.1200 0.6100 75.500 49 1988
## 870 1.36e-01 3.75e-05 0.2100 0.5300 152.160 49 1988
## 871 4.16e-01 2.37e-03 0.0872 0.5150 132.889 49 1988
## 872 4.03e-01 8.55e-05 0.0998 0.4320 99.729 48 1988
## 873 5.43e-01 1.62e-03 0.1090 0.2200 78.345 48 1988
## 874 4.12e-03 6.28e-02 0.0980 0.8860 118.609 47 1988
## 875 3.88e-01 5.01e-03 0.3160 0.7830 97.743 46 1988
## 876 4.11e-01 6.37e-03 0.0835 0.5290 126.163 45 1988
## 877 6.09e-02 7.67e-05 0.0498 0.9450 109.785 44 1988
## 878 4.27e-01 4.06e-04 0.0657 0.6430 124.165 43 1988
## 879 4.05e-01 0.00e+00 0.0568 0.8300 120.550 42 1988
## 880 4.71e-02 0.00e+00 0.2140 0.7080 125.923 40 1988
## 881 5.20e-02 2.95e-02 0.3190 0.9670 114.764 39 1988
## 882 5.51e-01 4.96e-06 0.1380 0.3340 101.322 38 1988
## 883 1.57e-01 1.29e-06 0.2560 0.8870 99.992 37 1988
## 884 4.75e-02 3.48e-02 0.2130 0.7720 147.804 37 1988
## 885 1.21e-01 1.55e-06 0.0844 0.3210 103.372 37 1988
## 886 3.12e-02 9.09e-03 0.0739 0.9670 119.784 35 1988
## 887 4.19e-02 4.92e-03 0.1400 0.9090 112.822 34 1988
## 888 2.54e-02 0.00e+00 0.9690 0.6900 119.763 31 1988
## 889 2.23e-01 1.08e-03 0.0623 0.5560 171.983 30 1988
## 890 1.73e-01 9.81e-05 0.0892 0.1520 145.692 28 1988
## 891 2.50e-01 3.12e-01 0.9260 0.9170 99.887 26 1988
## 892 2.50e-01 3.12e-01 0.9260 0.9170 99.887 26 1988
## 893 9.91e-01 1.78e-02 0.1090 0.2190 121.961 25 1988
## 894 2.09e-01 0.00e+00 0.3000 0.9640 82.724 23 1988
## 895 1.13e-01 4.93e-01 0.0831 0.8010 97.997 7 1988
## 896 7.78e-01 2.44e-01 0.1320 0.7740 151.464 5 1988
## 897 1.22e-02 3.28e-02 0.3190 0.6730 117.989 1 1988
## 898 9.31e-01 9.05e-01 0.3610 0.2400 144.358 0 1988
## 899 4.47e-02 0.00e+00 0.3390 0.8160 106.017 90 1989
## 900 1.89e-02 4.47e-06 0.1290 0.3790 116.975 85 1989
## 901 1.95e-02 2.79e-01 0.2680 0.3160 123.610 82 1989
## 902 1.17e-02 6.45e-06 0.1080 0.0796 107.384 81 1989
## 903 1.90e-02 6.92e-03 0.1820 0.3900 100.316 80 1989
## 904 9.55e-02 2.87e-02 0.0989 0.6250 204.113 79 1989
## 905 9.90e-02 0.00e+00 0.3720 0.6500 136.048 78 1989
## 906 1.91e-01 0.00e+00 0.0933 0.4560 151.964 77 1989
## 907 3.20e-02 6.36e-03 0.1790 0.9440 103.564 77 1989
## 908 8.00e-01 0.00e+00 0.1010 0.1260 177.679 76 1989
## 909 2.64e-01 2.12e-05 0.1810 0.2600 111.038 75 1989
## 910 3.16e-03 5.10e-03 0.1440 0.8720 126.928 75 1989
## 911 1.93e-01 1.88e-04 0.0307 0.9650 108.804 74 1989
## 912 2.67e-02 0.00e+00 0.3590 0.4850 75.511 74 1989
## 913 2.26e-03 1.49e-05 0.1120 0.3050 180.898 73 1989
## 914 6.83e-01 1.19e-04 0.1090 0.3330 120.020 72 1989
## 915 2.63e-01 0.00e+00 0.1050 0.5210 80.006 71 1989
## 916 1.60e-01 1.14e-05 0.3640 0.2940 140.176 70 1989
## 917 2.43e-01 0.00e+00 0.1220 0.5040 108.329 70 1989
## 918 5.44e-02 1.54e-06 0.7000 0.9030 133.608 70 1989
## 919 7.02e-04 1.18e-02 0.2280 0.3380 110.974 69 1989
## 920 8.92e-01 7.55e-04 0.8920 0.1390 139.828 69 1989
## 921 4.09e-01 0.00e+00 0.1600 0.8490 94.998 69 1989
## 922 2.87e-01 0.00e+00 0.1500 0.4780 123.772 69 1989
## 923 1.07e-03 0.00e+00 0.1060 0.1820 100.011 69 1989
## 924 3.25e-01 9.71e-05 0.0583 0.2470 165.807 67 1989
## 925 3.35e-01 8.06e-04 0.0963 0.2420 144.521 67 1989
## 926 3.39e-01 8.98e-01 0.2240 0.8210 140.112 66 1989
## 927 4.79e-01 0.00e+00 0.1230 0.3760 183.908 66 1989
## 928 2.09e-02 0.00e+00 0.0858 0.6430 143.560 65 1989
## 929 4.05e-01 2.61e-03 0.0506 0.8520 109.623 65 1989
## 930 5.12e-02 2.26e-06 0.0612 0.7430 116.972 64 1989
## 931 7.17e-03 0.00e+00 0.0386 0.9410 99.827 64 1989
## 932 2.68e-01 1.65e-05 0.0746 0.1590 86.002 64 1989
## 933 9.95e-01 9.74e-01 0.1040 0.3730 105.034 63 1989
## 934 5.10e-04 0.00e+00 0.2150 0.6440 134.994 63 1989
## 935 7.15e-03 8.63e-05 0.3380 0.6440 87.027 63 1989
## 936 3.84e-01 7.91e-04 0.1090 0.4450 125.602 63 1989
## 937 6.33e-01 4.22e-03 0.0697 0.2550 131.136 62 1989
## 938 4.20e-01 0.00e+00 0.1870 0.3300 135.671 62 1989
## 939 8.90e-03 0.00e+00 0.3470 0.7560 131.278 61 1989
## 940 1.21e-02 8.34e-02 0.1050 0.6800 80.145 61 1989
## 941 4.05e-01 0.00e+00 0.1260 0.1730 130.167 61 1989
## 942 1.45e-01 1.10e-04 0.1370 0.5920 116.346 61 1989
## 943 5.06e-02 0.00e+00 0.2360 0.9560 95.048 60 1989
## 944 8.10e-05 0.00e+00 0.2380 0.1970 100.484 59 1989
## 945 3.10e-01 2.82e-06 0.1720 0.2400 130.574 59 1989
## 946 7.21e-01 3.71e-04 0.5820 0.4570 94.983 59 1989
## 947 6.57e-02 0.00e+00 0.2700 0.6760 110.171 59 1989
## 948 3.06e-01 8.65e-05 0.1080 0.3920 116.593 59 1989
## 949 5.51e-01 0.00e+00 0.0853 0.1770 123.694 59 1989
## 950 7.55e-02 1.88e-06 0.0668 0.9290 117.493 58 1989
## 951 2.80e-02 3.19e-03 0.1330 0.6080 131.676 58 1989
## 952 1.43e-01 7.46e-06 0.9810 0.7510 116.140 58 1989
## 953 7.97e-03 1.48e-03 0.4570 0.5260 97.718 58 1989
## 954 1.08e-01 0.00e+00 0.1110 0.3370 86.063 57 1989
## 955 6.80e-01 0.00e+00 0.0710 0.3450 130.258 57 1989
## 956 7.98e-04 2.98e-02 0.1340 0.6480 119.800 55 1989
## 957 6.35e-01 0.00e+00 0.2450 0.4000 78.930 55 1989
## 958 1.29e-02 1.11e-04 0.0540 0.9240 146.704 55 1989
## 959 1.27e-01 0.00e+00 0.0344 0.7340 101.990 55 1989
## 960 1.26e-02 1.34e-06 0.0671 0.9230 111.576 55 1989
## 961 8.54e-03 2.76e-03 0.3430 0.6020 93.956 54 1989
## 962 5.80e-01 0.00e+00 0.0722 0.3110 97.630 54 1989
## 963 1.54e-02 6.37e-03 0.0486 0.8650 116.029 54 1989
## 964 1.13e-02 3.13e-05 0.3380 0.7640 107.246 53 1989
## 965 7.65e-01 0.00e+00 0.3020 0.3800 105.324 53 1989
## 966 6.40e-01 2.79e-06 0.1650 0.1090 143.988 53 1989
## 967 2.64e-02 5.40e-04 0.0414 0.6710 93.139 53 1989
## 968 7.45e-03 9.87e-06 0.6110 0.7610 127.974 52 1989
## 969 5.23e-01 5.76e-06 0.0961 0.1970 131.280 52 1989
## 970 1.49e-01 8.74e-03 0.0780 0.7240 122.382 51 1989
## 971 2.22e-01 2.68e-06 0.1110 0.6730 129.532 51 1989
## 972 2.24e-02 8.80e-06 0.1950 0.4520 94.442 51 1989
## 973 2.68e-02 1.98e-06 0.2410 0.2830 99.738 51 1989
## 974 3.85e-01 5.36e-06 0.1050 0.2010 85.959 51 1989
## 975 1.67e-03 0.00e+00 0.3310 0.3090 147.053 50 1989
## 976 5.37e-03 2.90e-03 0.1570 0.8450 100.303 49 1989
## 977 1.19e-01 6.95e-04 0.2800 0.7440 90.775 49 1989
## 978 3.05e-02 1.34e-04 0.1650 0.6460 115.185 49 1989
## 979 2.38e-01 0.00e+00 0.0771 0.4350 100.974 49 1989
## 980 3.50e-03 0.00e+00 0.0629 0.5620 101.802 48 1989
## 981 1.30e-02 1.43e-04 0.3370 0.9030 118.239 48 1989
## 982 4.31e-01 0.00e+00 0.7200 0.6030 127.969 48 1989
## 983 1.68e-01 1.09e-01 0.1420 0.4660 135.406 46 1989
## 984 1.85e-01 4.53e-02 0.0712 0.7480 119.963 46 1989
## 985 7.50e-02 3.71e-01 0.1200 0.9450 147.026 45 1989
## 986 1.91e-02 5.11e-01 0.0600 0.9250 108.746 45 1989
## 987 1.65e-01 2.06e-05 0.0512 0.9620 130.209 42 1989
## 988 1.75e-01 0.00e+00 0.2560 0.4650 89.992 37 1989
## 989 5.03e-02 1.15e-03 0.0656 0.8880 111.695 37 1989
## 990 1.31e-01 4.16e-05 0.1840 0.7630 75.692 36 1989
## 991 5.04e-04 2.47e-06 0.9360 0.2310 147.324 31 1989
## 992 2.34e-01 9.22e-05 0.1140 0.3110 123.936 30 1989
## 993 2.74e-02 0.00e+00 0.0592 0.9310 115.221 28 1989
## 994 2.30e-01 3.32e-04 0.3700 0.4690 169.633 24 1989
## 995 3.07e-01 5.98e-04 0.0517 0.7620 92.480 19 1989
## 996 4.45e-01 0.00e+00 0.2500 0.7480 90.793 15 1989
## 997 9.64e-02 0.00e+00 0.7400 0.2230 135.003 15 1989
## 998 2.39e-01 7.83e-01 0.0516 0.6010 152.450 0 1989#Selecion de datos a analizar
bd_ana %>% select(Artist,Duration,Popularity,Year)## Artist
## 1 Styx
## 2 Bette Midler
## 3 Gary Numan
## 4 Olivia Newton-John
## 5 Cliff Richard
## 6 Andy Gibb
## 7 Doobie Brothers
## 8 Michael Jackson
## 9 Fleetwood Mac
## 10 Diana Ross
## 11 Rupert Holmes
## 12 Rupert Holmes
## 13 Kenny Rogers
## 14 Billy Joel
## 15 Donna Summer
## 16 Commodores
## 17 Queen
## 18 Dan Fogelberg
## 19 KC and the Sunshine Band
## 20 Air Supply
## 21 Blondie
## 22 Queen
## 23 Anne Murray
## 24 Smokey Robinson
## 25 Cliff Richard
## 26 Kim Carnes
## 27 Kenny Loggins
## 28 Barbra Streisand
## 29 Bob Seger and the Silver Bullet Band
## 30 Christopher Cross
## 31 Bob Seger and the Silver Bullet Band
## 32 Ambrosia
## 33 Captain & Tennille
## 34 Eagles
## 35 Christopher Cross
## 36 Kenny Rogers
## 37 Linda Ronstadt
## 38 Jefferson Starship
## 39 Michael Jackson
## 40 The Manhattans
## 41 Donna Summer
## 42 Tom Petty and the Heartbreakers
## 43 George Benson
## 44 Air Supply
## 45 Billy Joel
## 46 Irene Cara
## 47 Linda Ronstadt
## 48 Paul McCartney
## 49 Lipps Inc
## 50 Kool & the Gang
## 51 Stevie Wonder
## 52 The Brothers Johnson
## 53 Pete Townshend
## 54 Carole King
## 55 Robbie Dupree
## 56 Eagles
## 57 Little River Band
## 58 Benny Mardones
## 59 Michael Jackson
## 60 Eddie Rabbitt
## 61 Foreigner
## 62 Prince
## 63 Johnny Lee
## 64 Paul Simon
## 65 Elton John
## 66 Dr. Hook
## 67 Kool & the Gang
## 68 Teri DeSario & KC
## 69 The Rolling Stones
## 70 the Pointer Sisters
## 71 Shalamar
## 72 The Spinners
## 73 Olivia Newton-John / Electric Light Orchestra
## 74 Boz Scaggs
## 75 Carly Simon
## 76 Electric Light Orchestra
## 77 The Dirt Band
## 78 Rocky Burnette
## 79 Dr. Hook
## 80 Robbie Dupree
## 81 Barbra Streisand & Donna Summer
## 82 Pure Prairie League
## 83 Jimmy Ruffin
## 84 Kenny Loggins
## 85 Jermaine Jackson
## 86 Boz Scaggs
## 87 Billy Preston and Syreeta
## 88 Stevie Wonder
## 89 The Spinners
## 90 Ray, Goodman & Brown
## 91 Stephanie Mills
## 92 The SOS Band
## 93 J.D. Souther
## 94 Charlie Dore
## 95 Pink Floyd
## 96 Steve Forbert
## 97 Diana Ross
## 98 The Pretenders
## 99 Kenny Rogers & Kim Carnes
## 100 Ambrosia
## 101 Tierra
## 102 Climax Blues Band
## 103 The Alan Parsons Project
## 104 John Lennon
## 105 Daryl Hall & John Oates
## 106 The Oak Ridge Boys
## 107 Barbra Streisand & Barry Gibb
## 108 Rod Stewart
## 109 Neil Diamond
## 110 Dolly Parton
## 111 Marty Balin
## 112 the Rolling Stones
## 113 Kim Carnes
## 114 Olivia Newton-John
## 115 Kenny Rogers
## 116 REO Speedwagon
## 117 The Pointer Sisters
## 118 ABBA
## 119 Don McLean
## 120 The Police
## 121 Grover Washington, Jr. & Bill Withers
## 122 Queen
## 123 Bruce Springsteen
## 124 Blondie
## 125 Pat Benatar
## 126 Foreigner
## 127 Kool & the Gang
## 128 Electric Light Orchestra
## 129 Daryl Hall & John Oates
## 130 Franke and the Knockouts
## 131 REO Speedwagon
## 132 Andy Gibb
## 133 Air Supply
## 134 Juice Newton
## 135 Air Supply
## 136 Steely Dan
## 137 Eddie Rabbitt
## 138 Daryl Hall & John Oates
## 139 Stevie Nicks with Tom Petty & the Heartbreakers
## 140 Sheena Easton
## 141 Heart
## 142 Air Supply
## 143 Foreigner
## 144 Sheena Easton
## 145 Eddie Rabbitt
## 146 Stevie Wonder
## 147 Styx
## 148 Kenny Rogers
## 149 Juice Newton
## 150 John Lennon
## 151 John Cougar
## 152 Pablo Cruise
## 153 Diana Ross & Lionel Richie
## 154 Dan Fogelberg
## 155 John Lennon
## 156 Commodores
## 157 Blondie
## 158 Smokey Robinson
## 159 Barbra Streisand & Barry Gibb
## 160 Steve Winwood
## 161 George Harrison
## 162 Styx
## 163 Eric Clapton
## 164 Leo Sayer
## 165 Ray Parker, Jr. & Raydio
## 166 James Taylor & J.D. Souther
## 167 Gino Vannelli
## 168 Neil Diamond
## 169 Champaign
## 170 Little River Band
## 171 Cliff Richard
## 172 Neil Diamond
## 173 Gary U.S. Bonds
## 174 Four Tops
## 175 Boz Scaggs
## 176 A Taste of Honey
## 177 Barry Manilow
## 178 Terri Gibbs
## 179 Bob Seger & the Silver Bullet Band
## 180 Dan Fogelberg
## 181 Moody Blues
## 182 Kenny Rogers
## 183 Delbert McClinton
## 184 Stevie Wonder
## 185 The Manhattan Transfer
## 186 Diana Ross
## 187 Mike Post featuring Larry Carlton
## 188 Dottie West with Kenny Rogers
## 189 Journey
## 190 Rick Springfield
## 191 Joey Scarbury
## 192 Stars on 45
## 193 Ronnie Milsap
## 194 The Beach Boys
## 195 The Police
## 196 Al Jarreau
## 197 Rick James
## 198 Rick Springfield
## 199 The Greg Kihn Band
## 200 Christopher Cross
## 201 Stevie Wonder
## 202 Lindsey Buckingham
## 203 Soft Cell
## 204 Joan Jett & The Blackhearts
## 205 Van Halen
## 206 Olivia Newton-John
## 207 Diana Ross
## 208 Journey
## 209 Olivia Newton-John
## 210 Survivor
## 211 Air Supply
## 212 Men at Work
## 213 Fleetwood Mac
## 214 John Cougar
## 215 Ray Parker Jr.
## 216 Commodores
## 217 Toto
## 218 Eddie Money
## 219 Alan Parsons Project
## 220 J. Geils Band
## 221 Stevie Nicks
## 222 Santana
## 223 Roberta Flack
## 224 Foreigner
## 225 John Cougar
## 226 Joe Cocker & Jennifer Warnes
## 227 Steve Miller Band
## 228 Laura Branigan
## 229 Asia
## 230 Kool & the Gang
## 231 Daryl Hall & John Oates
## 232 Jackson Browne
## 233 Stevie Wonder
## 234 The Go-Go’s
## 235 Air Supply
## 236 The Motels
## 237 Willie Nelson
## 238 Elton John
## 239 38 Special
## 240 Greg Guidry
## 241 Kenny Rogers
## 242 America
## 243 Tommy Tutone
## 244 Paul Davis
## 245 Huey Lewis and the News
## 246 A Flock of Seagulls
## 247 The Rolling Stones
## 248 Joan Jett & The Blackhearts
## 249 Dan Fogelberg
## 250 Sheena Easton
## 251 Paul McCartney and Stevie Wonder
## 252 George Benson
## 253 The Go-Go’s
## 254 Juice Newton
## 255 Stevie Nicks and Don Henley
## 256 The Cars
## 257 Dazz Band
## 258 The Pointer Sisters
## 259 Bertie Higgins
## 260 Lionel Richie
## 261 Quarterflash
## 262 Diana Ross
## 263 J. Geils Band
## 264 Karla Bonoff
## 265 Queen
## 266 Crosby, Stills & Nash
## 267 Elton John
## 268 Rod Stewart
## 269 Journey
## 270 Rick Springfield
## 271 Kenny Rogers
## 272 Ronnie Milsap
## 273 Little River Band
## 274 Paul McCartney
## 275 Human League
## 276 Michael Murphey
## 277 Oak Ridge Boys
## 278 Little River Band
## 279 Paul Davis
## 280 Vangelis
## 281 Melissa Manchester
## 282 Daryl Hall & John Oates
## 283 REO Speedwagon
## 284 Donna Summer
## 285 Barbra Streisand
## 286 Chicago
## 287 Olivia Newton-John
## 288 Neil Diamond
## 289 Michael McDonald
## 290 Buckner & Garcia
## 291 Neil Diamond
## 292 Eddie Rabbitt
## 293 Deniece Williams
## 294 Charlene
## 295 Earth, Wind & Fire
## 296 Royal Philharmonic Orchestra
## 297 The Police
## 298 Juice Newton
## 299 Juice Newton
## 300 Lionel Richie
## 301 The Police
## 302 Toto
## 303 Daryl Hall & John Oates
## 304 Eurythmics
## 305 Billy Joel
## 306 Daryl Hall & John Oates
## 307 Michael Jackson
## 308 Kenny Loggins
## 309 Lionel Richie
## 310 Men at Work
## 311 Bonnie Tyler
## 312 Michael Jackson
## 313 Phil Collins
## 314 Dexys Midnight Runners
## 315 Irene Cara
## 316 Michael Sembello
## 317 Naked Eyes
## 318 Spandau Ballet
## 319 Dionne Warwick
## 320 Duran Duran
## 321 The Clash
## 322 Journey
## 323 Kenny Rogers with Dolly Parton
## 324 Air Supply
## 325 Marvin Gaye
## 326 Eddie Rabbitt and Crystal Gayle
## 327 Quiet Riot
## 328 Laura Branigan
## 329 Journey
## 330 Michael Jackson
## 331 Bryan Adams
## 332 Lionel Richie
## 333 Laura Branigan
## 334 Culture Club
## 335 Talking Heads
## 336 Madness
## 337 Musical Youth
## 338 Michael Jackson and Paul McCartney
## 339 Elton John
## 340 Prince
## 341 Paul McCartney & Michael Jackson
## 342 Peabo Bryson and Roberta Flack
## 343 Naked Eyes
## 344 Men at Work
## 345 Michael Jackson
## 346 Patti Austin and James Ingram
## 347 The Pretenders
## 348 David Bowie
## 349 Laura Branigan
## 350 Don Henley
## 351 Sérgio Mendes
## 352 Kajagoogoo
## 353 Lionel Richie
## 354 Prince
## 355 Taco
## 356 Toto
## 357 Toni Basil
## 358 Styx
## 359 Donna Summer
## 360 Christopher Cross
## 361 the Fixx
## 362 Stevie Nicks
## 363 Billy Joel
## 364 Men Without Hats
## 365 Culture Club
## 366 Asia
## 367 Eddy Grant
## 368 The Greg Kihn Band
## 369 Thomas Dolby
## 370 The Tubes
## 371 Joe Jackson
## 372 Little River Band
## 373 Golden Earring
## 374 Billy Joel
## 375 Prince
## 376 Bob Seger & The Silver Bullet Band
## 377 The Kinks
## 378 Adam Ant
## 379 Stray Cats
## 380 Sammy Hagar
## 381 Frida
## 382 Human League
## 383 Stray Cats
## 384 Rick Springfield
## 385 After the Fire
## 386 Daryl Hall & John Oates
## 387 the Motels
## 388 Loverboy
## 389 David Bowie
## 390 Jackson Browne
## 391 Stray Cats
## 392 Frank Stallone
## 393 Sheena Easton
## 394 Duran Duran
## 395 The Police
## 396 Styx
## 397 Kenny Rogers and Sheena Easton
## 398 Men at Work
## 399 Culture Club
## 400 Bananarama
## 401 Cyndi Lauper
## 402 Billy Joel
## 403 Bruce Springsteen
## 404 Cyndi Lauper
## 405 Madonna
## 406 Wham!
## 407 The Cars
## 408 The Cars
## 409 David Bowie
## 410 Laura Branigan
## 411 Billy Idol
## 412 Van Halen
## 413 Culture Club
## 414 Nena
## 415 Phil Collins
## 416 Stevie Wonder
## 417 Bruce Springsteen
## 418 Prince
## 419 Matthew Wilder
## 420 Billy Ocean
## 421 Kenny Loggins
## 422 Lionel Richie
## 423 Yes
## 424 The Go-Go’s
## 425 Michael Jackson
## 426 The Romantics
## 427 Genesis
## 428 John Waite
## 429 Ratt
## 430 Lionel Richie
## 431 Prince
## 432 Rick Springfield
## 433 The Police
## 434 Christine McVie
## 435 Thompson Twins
## 436 Ray Parker Jr.
## 437 Eurythmics
## 438 Peter Wolf
## 439 John Cougar Mellencamp
## 440 Billy Joel
## 441 Thompson Twins
## 442 Paul McCartney and Michael Jackson
## 443 The Cars
## 444 ZZ Top
## 445 Deniece Williams
## 446 Scandal featuring Patty Smyth
## 447 Pat Benatar
## 448 Steve Perry
## 449 Night Ranger
## 450 Tracey Ullman
## 451 The Pointer Sisters
## 452 Chaka Khan
## 453 John Cafferty & The Beaver Brown Band
## 454 Lionel Richie
## 455 Shannon
## 456 Corey Hart
## 457 Duran Duran
## 458 Chicago
## 459 Huey Lewis and the News
## 460 The Pointer Sisters
## 461 Dan Hartman
## 462 Madonna
## 463 Rockwell
## 464 Elton John
## 465 Billy Joel
## 466 Huey Lewis and the News
## 467 Rod Stewart
## 468 Cyndi Lauper
## 469 Rod Stewart
## 470 Huey Lewis and the News
## 471 Daryl Hall & John Oates
## 472 Kool & The Gang
## 473 Duran Duran
## 474 Daryl Hall & John Oates
## 475 Christopher Cross
## 476 Duran Duran
## 477 Dennis DeYoung
## 478 Culture Club
## 479 Sheila E.
## 480 John Lennon
## 481 Culture Club
## 482 Elton John
## 483 Peabo Bryson
## 484 Tina Turner
## 485 Billy Squier
## 486 The Jacksons featuring Mick Jagger
## 487 The Rolling Stones
## 488 Mike Reno and Ann Wilson
## 489 Van Halen
## 490 Lionel Richie
## 491 Irene Cara
## 492 The Pointer Sisters
## 493 Olivia Newton-John
## 494 Ollie & Jerry
## 495 Dan Fogelberg
## 496 Julio Iglesias and Willie Nelson
## 497 Tina Turner
## 498 Prince and The Revolution
## 499 Ray Parker Jr.
## 500 a-ha
## 501 Tears for Fears
## 502 Mick Jagger & David Bowie
## 503 Bryan Adams
## 504 Madonna
## 505 Wham! featuring George Michael
## 506 Foreigner
## 507 Sade
## 508 Kool & the Gang
## 509 Katrina and the Waves
## 510 Don Henley
## 511 Bruce Springsteen
## 512 Bruce Springsteen
## 513 Billy Ocean
## 514 Chicago
## 515 Madonna
## 516 Philip Bailey and Phil Collins
## 517 Huey Lewis and the News
## 518 Starship
## 519 Pat Benatar
## 520 REO Speedwagon
## 521 Bryan Adams
## 522 Tears for Fears
## 523 Madonna
## 524 Jack Wagner
## 525 Bruce Springsteen
## 526 Phil Collins
## 527 Bryan Adams
## 528 Harold Faltermeyer
## 529 Tears for Fears
## 530 Stevie Wonder
## 531 Pat Benatar
## 532 Madonna
## 533 Diana Ross
## 534 Whitney Houston
## 535 Wham!
## 536 Billy Ocean
## 537 Phil Collins
## 538 Wham!
## 539 Dire Straits
## 540 Daryl Hall & John Oates
## 541 John Parr
## 542 USA for Africa
## 543 Eurythmics
## 544 Duran Duran
## 545 Prince and The Revolution
## 546 Glenn Frey
## 547 Tina Turner
## 548 Kool & the Gang
## 549 Heart
## 550 David Lee Roth
## 551 The Honeydrippers
## 552 Phil Collins and Marilyn Martin
## 553 Tina Turner
## 554 Chaka Khan
## 555 The Pointer Sisters
## 556 Prince
## 557 Mary Jane Girls
## 558 DeBarge
## 559 ‘Til Tuesday
## 560 Sting
## 561 Duran Duran
## 562 Don Henley
## 563 Animotion
## 564 Howard Jones
## 565 New Edition
## 566 Commodores
## 567 Glenn Frey
## 568 Whitney Houston
## 569 Ready for the World
## 570 Julian Lennon
## 571 Thompson Twins
## 572 Loverboy
## 573 The Pointer Sisters
## 574 Corey Hart
## 575 Paul McCartney
## 576 Survivor
## 577 Madonna
## 578 Murray Head
## 579 Sting
## 580 John Cougar Mellencamp
## 581 Power Station
## 582 Teena Marie
## 583 Paul Young
## 584 Aretha Franklin
## 585 Glenn Frey
## 586 Kool & the Gang
## 587 Prince & the Revolution
## 588 Power Station
## 589 Sheena Easton
## 590 Sheena Easton
## 591 ABC
## 592 Jan Hammer
## 593 Daryl Hall & John Oates
## 594 Night Ranger
## 595 Julian Lennon
## 596 Simple Minds
## 597 Phil Collins
## 598 DeBarge
## 599 Billy Joel
## 600 Wham!
## 601 Janet Jackson
## 602 Bon Jovi
## 603 Prince and The Revolution
## 604 Level 42
## 605 The Outfield
## 606 Klymaxx
## 607 The Human League
## 608 Bruce Springsteen
## 609 Huey Lewis and the News
## 610 Regina
## 611 Don Johnson
## 612 Starship
## 613 Kenny Loggins
## 614 Steve Winwood
## 615 Thompson Twins
## 616 Orchestral Manoeuvres in the Dark
## 617 Run–D.M.C. featuring Aerosmith
## 618 Patti LaBelle and Michael McDonald
## 619 Berlin
## 620 Survivor
## 621 Peter Cetera
## 622 Phil Collins
## 623 Whitney Houston
## 624 Genesis
## 625 Pet Shop Boys
## 626 INXS
## 627 Mr. Mister
## 628 Nu Shooz
## 629 Cyndi Lauper
## 630 Simply Red
## 631 Anita Baker
## 632 Eddie Money
## 633 Bananarama
## 634 Whitney Houston
## 635 Elton John
## 636 Gloria Loring and Carl Anderson
## 637 Sade
## 638 Simple Minds
## 639 Miami Sound Machine
## 640 Lionel Richie
## 641 Lionel Richie
## 642 John Cougar Mellencamp
## 643 Cameo
## 644 Robert Palmer
## 645 Miami Sound Machine
## 646 Falco
## 647 Heart
## 648 Van Halen
## 649 Madonna
## 650 Timex Social Club
## 651 Madonna
## 652 Boston
## 653 Stevie Nicks
## 654 The Cars
## 655 Stacey Q
## 656 Dire Straits
## 657 John Cougar Mellencamp
## 658 Force MDs
## 659 Stevie Wonder
## 660 Phil Collins & Marilyn Martin
## 661 Billy Ocean
## 662 Madonna
## 663 Eddie Murphy
## 664 Genesis
## 665 The Bangles
## 666 Peter Gabriel
## 667 Jermaine Stewart
## 668 Mr. Mister
## 669 James Brown
## 670 Janet Jackson
## 671 Mr. Mister
## 672 Dream Academy
## 673 Moody Blues
## 674 George Michael
## 675 The Jets
## 676 Atlantic Starr
## 677 Dionne Warwick featuring Gladys Knight, Elton John and Stevie Wonder
## 678 the Rolling Stones
## 679 Michael McDonald
## 680 Mike + The Mechanics
## 681 Howard Jones
## 682 Tina Turner
## 683 Belinda Carlisle
## 684 Janet Jackson
## 685 Miami Sound Machine
## 686 Rod Stewart
## 687 Lisa Lisa and Cult Jam
## 688 Robert Palmer
## 689 Billy Ocean
## 690 Fabulous Thunderbirds
## 691 Sheila E.
## 692 El DeBarge
## 693 Loverboy
## 694 Daryl Hall
## 695 Sly Fox
## 696 Mike + The Mechanics
## 697 Paul McCartney
## 698 Glass Tiger
## 699 Billy Ocean
## 700 Janet Jackson
## 701 Bon Jovi
## 702 Whitney Houston
## 703 Michael Jackson
## 704 Prince
## 705 Starship
## 706 Atlantic Starr
## 707 Ready for the World
## 708 U2
## 709 Cutting Crew
## 710 Survivor
## 711 The Jets
## 712 Exposé
## 713 Club Nouveau
## 714 Fleetwood Mac
## 715 Chris de Burgh
## 716 Bon Jovi
## 717 Genesis
## 718 Ben E. King
## 719 Heart
## 720 Madonna
## 721 Glass Tiger
## 722 Herb Alpert
## 723 Crowded House
## 724 Lisa Lisa and Cult Jam
## 725 George Michael
## 726 Wang Chung
## 727 Robbie Nevil
## 728 Bruce Springsteen
## 729 Duran Duran
## 730 Bruce Hornsby and the Range
## 731 Genesis
## 732 Madonna
## 733 Peter Gabriel
## 734 Pet Shop Boys
## 735 Los Lobos
## 736 Debbie Gibson
## 737 Kenny G
## 738 U2
## 739 Georgia Satellites
## 740 Billy Idol
## 741 Kim Wilde
## 742 Whitesnake
## 743 Aretha Franklin and George Michael
## 744 Genesis
## 745 The Bangles
## 746 Chicago
## 747 Swing Out Sister
## 748 Michael Jackson with Siedah Garrett
## 749 Linda Ronstadt and James Ingram
## 750 Kool & the Gang
## 751 Pseudo Echo
## 752 Gregory Abbott
## 753 Bruce Springsteen
## 754 Fleetwood Mac
## 755 T’Pau
## 756 Kenny Loggins
## 757 Madonna
## 758 LeVert
## 759 Bob Seger
## 760 Wang Chung
## 761 Lionel Richie
## 762 Tiffany
## 763 Samantha Fox
## 764 Fat Boys & the Beach Boys
## 765 Smokey Robinson
## 766 Bruce Hornsby and the Range
## 767 John Cougar Mellencamp
## 768 Bill Medley and Jennifer Warnes
## 769 Lou Gramm
## 770 Exposé
## 771 The Whispers
## 772 The System
## 773 Bruce Willis
## 774 Bananarama
## 775 Suzanne Vega
## 776 ABC
## 777 Heart
## 778 Huey Lewis and the News
## 779 Gloria Estefan and Miami Sound Machine
## 780 Madonna
## 781 Prince
## 782 Breakfast Club
## 783 Glenn Medeiros
## 784 Steve Winwood
## 785 Lisa Lisa and Cult Jam
## 786 Cyndi Lauper
## 787 Exposé
## 788 Jody Watley
## 789 Beastie Boys
## 790 Billy Vera and the Beaters
## 791 Dan Hill featuring Vonda Shepard
## 792 Bryan Adams
## 793 Richard Marx
## 794 The Jets
## 795 Crowded House
## 796 Huey Lewis and the News
## 797 Europe
## 798 Whitney Houston
## 799 Janet Jackson
## 800 UB40
## 801 Guns N’ Roses
## 802 Tracy Chapman
## 803 White Lion
## 804 Rick Astley
## 805 Whitesnake
## 806 George Michael
## 807 Eric Carmen
## 808 Terence Trent D’Arby
## 809 George Harrison
## 810 Aerosmith
## 811 Pebbles
## 812 Def Leppard
## 813 The Beach Boys
## 814 Michael Jackson
## 815 George Michael
## 816 Poison
## 817 Elton John
## 818 John Cougar Mellencamp
## 819 Joan Jett and the Blackhearts
## 820 Natalie Cole
## 821 Patrick Swayze featuring Wendy Fraser
## 822 Taylor Dayne
## 823 Rick Astley
## 824 Michael Jackson
## 825 Michael Jackson
## 826 INXS
## 827 Huey Lewis and the News
## 828 Def Leppard
## 829 Cheap Trick
## 830 Whitney Houston
## 831 Pet Shop Boys
## 832 Johnny Hates Jazz
## 833 Gloria Estefan and Miami Sound Machine
## 834 George Michael
## 835 Cher
## 836 INXS
## 837 Gloria Estefan and Miami Sound Machine
## 838 Keith Sweat
## 839 Pet Shop Boys with Dusty Springfield
## 840 INXS
## 841 Kylie Minogue
## 842 the Deele
## 843 Richard Marx
## 844 Billy Ocean
## 845 George Michael
## 846 Terence Trent D’Arby
## 847 Van Halen
## 848 Phil Collins
## 849 Icehouse
## 850 Foreigner
## 851 David Lee Roth
## 852 Al B. Sure!
## 853 Whitney Houston
## 854 Eric Carmen
## 855 Debbie Gibson
## 856 Steve Winwood
## 857 Debbie Gibson
## 858 Brenda K. Starr
## 859 Jane Wiedlin
## 860 Foreigner
## 861 Breathe
## 862 Elton John
## 863 Roger Troutman
## 864 Robert Palmer
## 865 Bobby McFerrin
## 866 Richard Marx
## 867 The Jets
## 868 The Bangles
## 869 INXS
## 870 New Kids on the Block
## 871 The Escape Club
## 872 Brenda Russell featuring Joe Esposito
## 873 Exposé
## 874 Pretty Poison
## 875 Jody Watley
## 876 Bruce Hornsby and the Range
## 877 Paul Carrack
## 878 Peter Cetera
## 879 Debbie Gibson
## 880 Belinda Carlisle
## 881 Pebbles
## 882 Kenny Loggins
## 883 Daryl Hall & John Oates
## 884 Prince
## 885 Belinda Carlisle
## 886 The Jets
## 887 Samantha Fox
## 888 Bon Jovi
## 889 Steve Winwood
## 890 Chicago
## 891 Cheap Trick
## 892 Bobby Brown
## 893 Taylor Dayne
## 894 Tiffany
## 895 New Edition
## 896 Taylor Dayne
## 897 Information Society
## 898 Gloria Estefan and Miami Sound Machine
## 899 R.E.M.
## 900 Tone Lōc
## 901 Guns N’ Roses
## 902 Jody Watley with Eric B. & Rakim
## 903 Guns N’ Roses
## 904 Jody Watley
## 905 Dino
## 906 Cher and Peter Cetera
## 907 Love and Rockets
## 908 Richard Marx
## 909 Madonna
## 910 Michael Jackson
## 911 Fine Young Cannibals
## 912 Roxette
## 913 Skid Row
## 914 Guns N’ Roses
## 915 Warrant
## 916 Poison
## 917 Cher
## 918 The B-52s
## 919 Motley Crue
## 920 Michael Damian
## 921 Bobby Brown
## 922 Richard Marx
## 923 .38 Special
## 924 Vanessa Williams
## 925 Debbie Gibson
## 926 The Cure
## 927 Information Society
## 928 Paula Abdul
## 929 Sheriff
## 930 Young MC
## 931 Bobby Brown
## 932 Fine Young Cannibals
## 933 The Jeff Healey Band
## 934 Cyndi Lauper
## 935 Tears for Fears
## 936 Edie Brickell & New Bohemians
## 937 Natalie Cole
## 938 Bad English
## 939 Bon Jovi
## 940 Madonna
## 941 Martika
## 942 Boy Meets Girl
## 943 Madonna
## 944 Tiffany
## 945 Lita Ford and Ozzy Osbourne
## 946 Simply Red
## 947 Bobby Brown
## 948 Don Henley
## 949 Bette Midler
## 950 Tone Lōc
## 951 Great White
## 952 Donny Osmond
## 953 Milli Vanilli
## 954 Roxette
## 955 White Lion
## 956 Def Leppard
## 957 The Bangles
## 958 Bobby Brown
## 959 Karyn White
## 960 New Kids on the Block
## 961 Aerosmith
## 962 Mike + The Mechanics
## 963 Donna Summer
## 964 Neneh Cherry
## 965 Anita Baker
## 966 Deon Estus
## 967 Soul II Soul
## 968 New Kids on the Block
## 969 Surface
## 970 Paula Abdul
## 971 Gloria Estefan
## 972 The Bangles
## 973 Bon Jovi
## 974 Chicago
## 975 Sa-Fire
## 976 Milli Vanilli
## 977 New Kids on the Block
## 978 Janet Jackson
## 979 Annie Lennox & Al Green
## 980 Bobby Brown
## 981 Rick Astley
## 982 Exposé
## 983 Prince
## 984 Paula Abdul
## 985 Babyface
## 986 Ann Wilson and Robin Zander
## 987 Samantha Fox
## 988 Rod Stewart
## 989 Karyn White
## 990 Milli Vanilli
## 991 Phil Collins
## 992 Bon Jovi
## 993 Sheena Easton
## 994 Exposé
## 995 Boys Club
## 996 Taylor Dayne
## 997 New Kids on the Block
## 998 Will to Power
## Duration Popularity Year
## 1 3:38 96 1980
## 2 4:04 92 1980
## 3 4:08 82 1980
## 4 2:17 80 1980
## 5 3:37 80 1980
## 6 2:59 79 1980
## 7 3:09 79 1980
## 8 3:40 79 1980
## 9 3:34 77 1980
## 10 3:29 77 1980
## 11 4:36 76 1980
## 12 4:28 76 1980
## 13 3:03 76 1980
## 14 2:56 75 1980
## 15 3:50 75 1980
## 16 4:06 75 1980
## 17 3:34 74 1980
## 18 3:18 74 1980
## 19 3:01 74 1980
## 20 4:03 73 1980
## 21 3:13 73 1980
## 22 2:43 73 1980
## 23 2:59 70 1980
## 24 3:58 69 1980
## 25 5:14 67 1980
## 26 2:21 67 1980
## 27 3:58 67 1980
## 28 3:51 67 1980
## 29 2:55 66 1980
## 30 4:18 66 1980
## 31 5:33 65 1980
## 32 5:24 65 1980
## 33 4:16 65 1980
## 34 4:55 65 1980
## 35 4:35 65 1980
## 36 4:18 64 1980
## 37 3:34 64 1980
## 38 4:47 64 1980
## 39 3:23 64 1980
## 40 2:50 64 1980
## 41 2:48 64 1980
## 42 2:41 63 1980
## 43 5:01 63 1980
## 44 4:06 63 1980
## 45 4:13 62 1980
## 46 4:21 61 1980
## 47 1:12 61 1980
## 48 4:31 60 1980
## 49 3:54 60 1980
## 50 3:28 60 1980
## 51 5:08 60 1980
## 52 4:07 60 1980
## 53 2:44 59 1980
## 54 2:08 58 1980
## 55 3:33 58 1980
## 56 3:41 58 1980
## 57 5:16 57 1980
## 58 4:31 57 1980
## 59 3:38 57 1980
## 60 3:16 56 1980
## 61 3:37 56 1980
## 62 5:47 56 1980
## 63 3:40 56 1980
## 64 4:02 55 1980
## 65 5:13 55 1980
## 66 3:00 55 1980
## 67 4:55 55 1980
## 68 3:04 55 1980
## 69 5:39 53 1980
## 70 3:38 52 1980
## 71 3:43 52 1980
## 72 4:05 52 1980
## 73 3:28 52 1980
## 74 2:48 51 1980
## 75 3:51 50 1980
## 76 4:04 48 1980
## 77 3:37 48 1980
## 78 3:41 47 1980
## 79 3:02 46 1980
## 80 3:41 45 1980
## 81 4:42 45 1980
## 82 2:47 44 1980
## 83 3:26 43 1980
## 84 4:35 42 1980
## 85 4:06 40 1980
## 86 4:37 39 1980
## 87 3:40 39 1980
## 88 4:02 38 1980
## 89 3:55 36 1980
## 90 4:12 36 1980
## 91 5:28 31 1980
## 92 3:29 30 1980
## 93 3:54 29 1980
## 94 3:46 28 1980
## 95 4:14 10 1980
## 96 3:30 4 1980
## 97 3:43 1 1980
## 98 1:51 0 1980
## 99 3:40 0 1980
## 100 1:41 0 1980
## 101 2:28 92 1981
## 102 2:40 88 1981
## 103 3:49 85 1981
## 104 2:52 84 1981
## 105 3:10 84 1981
## 106 3:16 83 1981
## 107 4:14 82 1981
## 108 4:58 82 1981
## 109 3:38 81 1981
## 110 2:42 80 1981
## 111 3:30 79 1981
## 112 3:33 79 1981
## 113 3:48 78 1981
## 114 3:13 78 1981
## 115 3:03 76 1981
## 116 3:20 75 1981
## 117 3:08 75 1981
## 118 4:54 75 1981
## 119 2:53 74 1981
## 120 2:55 74 1981
## 121 7:18 74 1981
## 122 3:34 74 1981
## 123 3:19 72 1981
## 124 2:44 72 1981
## 125 2:51 71 1981
## 126 4:52 71 1981
## 127 4:58 70 1981
## 128 2:29 70 1981
## 129 3:37 67 1981
## 130 3:18 67 1981
## 131 3:59 67 1981
## 132 3:06 66 1981
## 133 3:50 65 1981
## 134 4:10 63 1981
## 135 3:29 63 1981
## 136 5:09 63 1981
## 137 3:11 63 1981
## 138 4:24 63 1981
## 139 4:04 63 1981
## 140 3:20 61 1981
## 141 2:42 61 1981
## 142 4:19 61 1981
## 143 4:31 61 1981
## 144 3:04 60 1981
## 145 4:27 60 1981
## 146 5:08 60 1981
## 147 4:31 59 1981
## 148 2:48 58 1981
## 149 2:51 58 1981
## 150 3:56 56 1981
## 151 4:39 56 1981
## 152 3:09 56 1981
## 153 4:28 56 1981
## 154 3:41 56 1981
## 155 3:59 56 1981
## 156 4:53 55 1981
## 157 3:53 55 1981
## 158 4:06 54 1981
## 159 4:05 54 1981
## 160 5:12 54 1981
## 161 3:47 52 1981
## 162 4:17 52 1981
## 163 2:43 49 1981
## 164 3:40 48 1981
## 165 4:09 47 1981
## 166 4:34 47 1981
## 167 4:23 47 1981
## 168 4:13 46 1981
## 169 4:33 46 1981
## 170 5:22 46 1981
## 171 3:41 45 1981
## 172 3:37 45 1981
## 173 3:22 44 1981
## 174 3:26 44 1981
## 175 5:31 43 1981
## 176 3:09 43 1981
## 177 4:24 42 1981
## 178 3:01 42 1981
## 179 4:00 42 1981
## 180 5:15 41 1981
## 181 4:09 39 1981
## 182 3:21 39 1981
## 183 3:46 37 1981
## 184 4:38 37 1981
## 185 3:01 37 1981
## 186 3:16 36 1981
## 187 3:13 33 1981
## 188 3:04 31 1981
## 189 5:39 30 1981
## 190 4:24 28 1981
## 191 3:14 27 1981
## 192 15:29 24 1981
## 193 3:10 21 1981
## 194 3:54 17 1981
## 195 3:52 13 1981
## 196 3:46 10 1981
## 197 3:24 9 1981
## 198 3:20 8 1981
## 199 2:52 6 1981
## 200 3:17 3 1981
## 201 2:29 91 1982
## 202 0:41 82 1982
## 203 2:33 81 1982
## 204 2:55 80 1982
## 205 2:58 80 1982
## 206 3:30 79 1982
## 207 8:04 79 1982
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## 978 4:12 49 1989
## 979 2:36 49 1989
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## 981 3:18 48 1989
## 982 2:45 48 1989
## 983 6:13 46 1989
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## 985 4:51 45 1989
## 986 3:34 45 1989
## 987 2:44 42 1989
## 988 4:33 37 1989
## 989 5:37 37 1989
## 990 4:24 36 1989
## 991 3:14 31 1989
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## 993 5:01 28 1989
## 994 4:19 24 1989
## 995 4:53 19 1989
## 996 4:32 15 1989
## 997 6:04 15 1989
## 998 4:05 0 1989##Cantidad de pistas por año
bd_ana %>% select(Year) %>%
count(Year) %>% select(Year,Cantidad=n)%>%
arrange(desc(Cantidad))## Year Cantidad
## 1 1980 100
## 2 1981 100
## 3 1983 100
## 4 1984 100
## 5 1985 100
## 6 1986 100
## 7 1987 100
## 8 1989 100
## 9 1982 99
## 10 1988 99##Busqueda de Colaboraciones de Artista
bd_ana %>%
select(Artist , Duration ,Tempo, Popularity ,Year) %>%
mutate(collab=grepl('Michael Jackson',Artist)) %>% filter(collab,TRUE)## Artist Duration Tempo Popularity Year collab
## 1 Michael Jackson 3:40 114.031 79 1980 TRUE
## 2 Michael Jackson 3:23 140.001 64 1980 TRUE
## 3 Michael Jackson 3:38 130.959 57 1980 TRUE
## 4 Michael Jackson 4:54 117.002 82 1983 TRUE
## 5 Michael Jackson 4:18 138.728 79 1983 TRUE
## 6 Michael Jackson 4:06 93.005 68 1983 TRUE
## 7 Michael Jackson and Paul McCartney 3:42 81.425 66 1983 TRUE
## 8 Paul McCartney & Michael Jackson 3:55 117.743 64 1983 TRUE
## 9 Michael Jackson 6:03 122.111 63 1983 TRUE
## 10 Michael Jackson 5:57 118.392 70 1984 TRUE
## 11 Paul McCartney and Michael Jackson 3:55 117.743 64 1984 TRUE
## 12 Michael Jackson 2:21 178.946 83 1987 TRUE
## 13 Michael Jackson with Siedah Garrett 4:11 100.139 61 1987 TRUE
## 14 Michael Jackson 4:58 114.472 71 1988 TRUE
## 15 Michael Jackson 4:40 131.383 66 1988 TRUE
## 16 Michael Jackson 5:18 100.331 66 1988 TRUE
## 17 Michael Jackson 3:29 126.928 75 1989 TRUEbd_ana %>%
select(Artist , Duration ,Tempo, Popularity ,Track,Year) %>%
mutate(isNA=is.na(Track)) %>%
filter(isNA,TRUE)## [1] Artist Duration Tempo Popularity Track Year isNA
## <0 rows> (o 0- extensión row.names)#artistas mas populares
bd_ana %>%
select(Artist , Duration ,Tempo, Popularity ,Track,Year) %>%
group_by(Artist , Duration ,Tempo, Popularity ,Track,Year) %>%
arrange(desc(Popularity))## # A tibble: 998 × 6
## # Groups: Artist, Duration, Tempo, Popularity, Track, Year [997]
## Artist Duration Tempo Popularity Track Year
## <chr> <chr> <dbl> <int> <chr> <int>
## 1 Styx 3:38 117. 96 Babe 1980
## 2 Bananarama 2:58 170. 93 Cruel Summer 1984
## 3 Bette Midler 4:04 84.8 92 The Rose 1980
## 4 Tierra 2:28 91.0 92 Together 1981
## 5 Stevie Wonder 2:29 130. 91 Do I Do 1982
## 6 Janet Jackson 3:30 160. 91 Control 1987
## 7 R.E.M. 3:26 106. 90 Stand 1989
## 8 Lionel Richie 2:17 114. 89 My Love 1983
## 9 Climax Blues Band 2:40 76.0 88 I Love You 1981
## 10 The Police 4:13 117. 88 Every Breath You Take 1983
## # ℹ 988 more rows#cantidad de pistas por artistas
bd_ana %>%
select(Artist , Duration ,Tempo, Popularity ,Track,Year)%>%
group_by(Artist , Duration ,Tempo, Popularity ,Track,Year) %>%
arrange(desc(Popularity)) ## # A tibble: 998 × 6
## # Groups: Artist, Duration, Tempo, Popularity, Track, Year [997]
## Artist Duration Tempo Popularity Track Year
## <chr> <chr> <dbl> <int> <chr> <int>
## 1 Styx 3:38 117. 96 Babe 1980
## 2 Bananarama 2:58 170. 93 Cruel Summer 1984
## 3 Bette Midler 4:04 84.8 92 The Rose 1980
## 4 Tierra 2:28 91.0 92 Together 1981
## 5 Stevie Wonder 2:29 130. 91 Do I Do 1982
## 6 Janet Jackson 3:30 160. 91 Control 1987
## 7 R.E.M. 3:26 106. 90 Stand 1989
## 8 Lionel Richie 2:17 114. 89 My Love 1983
## 9 Climax Blues Band 2:40 76.0 88 I Love You 1981
## 10 The Police 4:13 117. 88 Every Breath You Take 1983
## # ℹ 988 more rowsbd_ana %>%
mutate(Duration_Seconds = as.numeric(substr(Duration, 1, 1)) * 60 + as.numeric(substr(Duration, 3, 4))) %>% # pasa a segundos
group_by(Artist) %>%
summarise(Total_Duration = sum(Duration_Seconds)) %>% #por artista
arrange(desc(Total_Duration)) ## Warning: There was 1 warning in `mutate()`.
## ℹ In argument: `Duration_Seconds = +...`.
## Caused by warning:
## ! NAs introducidos por coerción## # A tibble: 475 × 2
## Artist Total_Duration
## <chr> <dbl>
## 1 Madonna 4466
## 2 Michael Jackson 3405
## 3 Daryl Hall & John Oates 3223
## 4 Prince 3136
## 5 Lionel Richie 2777
## 6 Elton John 2375
## 7 Stevie Wonder 2160
## 8 Billy Joel 2109
## 9 Kool & the Gang 2092
## 10 Duran Duran 2091
## # ℹ 465 more rows#Quitar caracteres especiales
unique_artists <- bd_ana %>%
mutate(Artist = gsub("[.-/‘’'!]", "", Artist)) %>% # carateres
distinct(Artist) %>%
arrange(desc(Artist))
print(unique_artists)## Artist
## 1 the Rolling Stones
## 2 the Pointer Sisters
## 3 the Motels
## 4 the Fixx
## 5 the Deele
## 6 a-ha
## 7 ZZ Top
## 8 Young MC
## 9 Yes
## 10 Willie Nelson
## 11 Will to Power
## 12 Whitney Houston
## 13 Whitesnake
## 14 White Lion
## 15 Wham featuring George Michael
## 16 Wham
## 17 Warrant
## 18 Wang Chung
## 19 Vangelis
## 20 Vanessa Williams
## 21 Van Halen
## 22 USA for Africa
## 23 UB40
## 24 U2
## 25 Tracy Chapman
## 26 Tracey Ullman
## 27 Toto
## 28 Toni Basil
## 29 Tone Lōc
## 30 Tommy Tutone
## 31 Tom Petty and the Heartbreakers
## 32 Tina Turner
## 33 Timex Social Club
## 34 Til Tuesday
## 35 Tiffany
## 36 Tierra
## 37 Thompson Twins
## 38 Thomas Dolby
## 39 The Whispers
## 40 The Tubes
## 41 The System
## 42 The Spinners
## 43 The SOS Band
## 44 The Romantics
## 45 The Rolling Stones
## 46 The Pretenders
## 47 The Police
## 48 The Pointer Sisters
## 49 The Outfield
## 50 The Oak Ridge Boys
## 51 The Motels
## 52 The Manhattans
## 53 The Manhattan Transfer
## 54 The Kinks
## 55 The Jets
## 56 The Jeff Healey Band
## 57 The Jacksons featuring Mick Jagger
## 58 The Human League
## 59 The Honeydrippers
## 60 The Greg Kihn Band
## 61 The Go-Gos
## 62 The Escape Club
## 63 The Dirt Band
## 64 The Cure
## 65 The Clash
## 66 The Cars
## 67 The Brothers Johnson
## 68 The Beach Boys
## 69 The Bangles
## 70 The B-52s
## 71 The Alan Parsons Project
## 72 Terri Gibbs
## 73 Teri DeSario & KC
## 74 Terence Trent DArby
## 75 Teena Marie
## 76 Tears for Fears
## 77 Taylor Dayne
## 78 Talking Heads
## 79 Taco
## 80 TPau
## 81 Sérgio Mendes
## 82 Swing Out Sister
## 83 Suzanne Vega
## 84 Survivor
## 85 Surface
## 86 Styx
## 87 Stray Cats
## 88 Sting
## 89 Stevie Wonder
## 90 Stevie Nicks with Tom Petty & the Heartbreakers
## 91 Stevie Nicks and Don Henley
## 92 Stevie Nicks
## 93 Steve Winwood
## 94 Steve Perry
## 95 Steve Miller Band
## 96 Steve Forbert
## 97 Stephanie Mills
## 98 Steely Dan
## 99 Starship
## 100 Stars on 45
## 101 Stacey Q
## 102 Spandau Ballet
## 103 Soul II Soul
## 104 Soft Cell
## 105 Smokey Robinson
## 106 Sly Fox
## 107 Skid Row
## 108 Simply Red
## 109 Simple Minds
## 110 Sheriff
## 111 Sheila E
## 112 Sheena Easton
## 113 Shannon
## 114 Shalamar
## 115 Scandal featuring Patty Smyth
## 116 Santana
## 117 Sammy Hagar
## 118 Samantha Fox
## 119 Sade
## 120 Sa-Fire
## 121 Rupert Holmes
## 122 Run–DMC featuring Aerosmith
## 123 Royal Philharmonic Orchestra
## 124 Roxette
## 125 Ronnie Milsap
## 126 Roger Troutman
## 127 Rod Stewart
## 128 Rocky Burnette
## 129 Rockwell
## 130 Roberta Flack
## 131 Robert Palmer
## 132 Robbie Nevil
## 133 Robbie Dupree
## 134 Rick Springfield
## 135 Rick James
## 136 Rick Astley
## 137 Richard Marx
## 138 Regina
## 139 Ready for the World
## 140 Ray, Goodman & Brown
## 141 Ray Parker, Jr & Raydio
## 142 Ray Parker Jr
## 143 Ratt
## 144 REO Speedwagon
## 145 REM
## 146 Quiet Riot
## 147 Queen
## 148 Quarterflash
## 149 Pure Prairie League
## 150 Pseudo Echo
## 151 Prince and The Revolution
## 152 Prince & the Revolution
## 153 Prince
## 154 Pretty Poison
## 155 Power Station
## 156 Poison
## 157 Pink Floyd
## 158 Philip Bailey and Phil Collins
## 159 Phil Collins and Marilyn Martin
## 160 Phil Collins & Marilyn Martin
## 161 Phil Collins
## 162 Peter Wolf
## 163 Peter Gabriel
## 164 Peter Cetera
## 165 Pete Townshend
## 166 Pet Shop Boys with Dusty Springfield
## 167 Pet Shop Boys
## 168 Pebbles
## 169 Peabo Bryson and Roberta Flack
## 170 Peabo Bryson
## 171 Paula Abdul
## 172 Paul Young
## 173 Paul Simon
## 174 Paul McCartney and Stevie Wonder
## 175 Paul McCartney and Michael Jackson
## 176 Paul McCartney & Michael Jackson
## 177 Paul McCartney
## 178 Paul Davis
## 179 Paul Carrack
## 180 Patti LaBelle and Michael McDonald
## 181 Patti Austin and James Ingram
## 182 Patrick Swayze featuring Wendy Fraser
## 183 Pat Benatar
## 184 Pablo Cruise
## 185 Orchestral Manoeuvres in the Dark
## 186 Ollie & Jerry
## 187 Olivia Newton-John Electric Light Orchestra
## 188 Olivia Newton-John
## 189 Oak Ridge Boys
## 190 Nu Shooz
## 191 Night Ranger
## 192 New Kids on the Block
## 193 New Edition
## 194 Neneh Cherry
## 195 Nena
## 196 Neil Diamond
## 197 Natalie Cole
## 198 Naked Eyes
## 199 Musical Youth
## 200 Murray Head
## 201 Mr Mister
## 202 Motley Crue
## 203 Moody Blues
## 204 Milli Vanilli
## 205 Mike Reno and Ann Wilson
## 206 Mike Post featuring Larry Carlton
## 207 Mike + The Mechanics
## 208 Mick Jagger & David Bowie
## 209 Michael Sembello
## 210 Michael Murphey
## 211 Michael McDonald
## 212 Michael Jackson with Siedah Garrett
## 213 Michael Jackson and Paul McCartney
## 214 Michael Jackson
## 215 Michael Damian
## 216 Miami Sound Machine
## 217 Men at Work
## 218 Men Without Hats
## 219 Melissa Manchester
## 220 Matthew Wilder
## 221 Mary Jane Girls
## 222 Marvin Gaye
## 223 Marty Balin
## 224 Martika
## 225 Madonna
## 226 Madness
## 227 Loverboy
## 228 Love and Rockets
## 229 Lou Gramm
## 230 Los Lobos
## 231 Little River Band
## 232 Lita Ford and Ozzy Osbourne
## 233 Lisa Lisa and Cult Jam
## 234 Lipps Inc
## 235 Lionel Richie
## 236 Lindsey Buckingham
## 237 Linda Ronstadt and James Ingram
## 238 Linda Ronstadt
## 239 Level 42
## 240 Leo Sayer
## 241 LeVert
## 242 Laura Branigan
## 243 Kylie Minogue
## 244 Kool & the Gang
## 245 Kool & The Gang
## 246 Klymaxx
## 247 Kim Wilde
## 248 Kim Carnes
## 249 Kenny Rogers with Dolly Parton
## 250 Kenny Rogers and Sheena Easton
## 251 Kenny Rogers & Kim Carnes
## 252 Kenny Rogers
## 253 Kenny Loggins
## 254 Kenny G
## 255 Keith Sweat
## 256 Katrina and the Waves
## 257 Karyn White
## 258 Karla Bonoff
## 259 Kajagoogoo
## 260 KC and the Sunshine Band
## 261 Julio Iglesias and Willie Nelson
## 262 Julian Lennon
## 263 Juice Newton
## 264 Journey
## 265 Johnny Lee
## 266 Johnny Hates Jazz
## 267 John Waite
## 268 John Parr
## 269 John Lennon
## 270 John Cougar Mellencamp
## 271 John Cougar
## 272 John Cafferty & The Beaver Brown Band
## 273 Joey Scarbury
## 274 Joe Jackson
## 275 Joe Cocker & Jennifer Warnes
## 276 Jody Watley with Eric B & Rakim
## 277 Jody Watley
## 278 Joan Jett and the Blackhearts
## 279 Joan Jett & The Blackhearts
## 280 Jimmy Ruffin
## 281 Jermaine Stewart
## 282 Jermaine Jackson
## 283 Jefferson Starship
## 284 Janet Jackson
## 285 Jane Wiedlin
## 286 Jan Hammer
## 287 James Taylor & JD Souther
## 288 James Brown
## 289 Jackson Browne
## 290 Jack Wagner
## 291 JD Souther
## 292 J Geils Band
## 293 Irene Cara
## 294 Information Society
## 295 Icehouse
## 296 INXS
## 297 Human League
## 298 Huey Lewis and the News
## 299 Howard Jones
## 300 Herb Alpert
## 301 Heart
## 302 Harold Faltermeyer
## 303 Guns N Roses
## 304 Grover Washington, Jr & Bill Withers
## 305 Gregory Abbott
## 306 Greg Guidry
## 307 Great White
## 308 Golden Earring
## 309 Gloria Loring and Carl Anderson
## 310 Gloria Estefan and Miami Sound Machine
## 311 Gloria Estefan
## 312 Glenn Medeiros
## 313 Glenn Frey
## 314 Glass Tiger
## 315 Gino Vannelli
## 316 Georgia Satellites
## 317 George Michael
## 318 George Harrison
## 319 George Benson
## 320 Genesis
## 321 Gary US Bonds
## 322 Gary Numan
## 323 Frida
## 324 Franke and the Knockouts
## 325 Frank Stallone
## 326 Four Tops
## 327 Foreigner
## 328 Force MDs
## 329 Fleetwood Mac
## 330 Fine Young Cannibals
## 331 Fat Boys & the Beach Boys
## 332 Falco
## 333 Fabulous Thunderbirds
## 334 Exposé
## 335 Eurythmics
## 336 Europe
## 337 Eric Clapton
## 338 Eric Carmen
## 339 Elton John
## 340 Electric Light Orchestra
## 341 El DeBarge
## 342 Edie Brickell & New Bohemians
## 343 Eddy Grant
## 344 Eddie Rabbitt and Crystal Gayle
## 345 Eddie Rabbitt
## 346 Eddie Murphy
## 347 Eddie Money
## 348 Earth, Wind & Fire
## 349 Eagles
## 350 Duran Duran
## 351 Dream Academy
## 352 Dr Hook
## 353 Dottie West with Kenny Rogers
## 354 Doobie Brothers
## 355 Donny Osmond
## 356 Donna Summer
## 357 Don McLean
## 358 Don Johnson
## 359 Don Henley
## 360 Dolly Parton
## 361 Dire Straits
## 362 Dionne Warwick featuring Gladys Knight, Elton John and Stevie Wonder
## 363 Dionne Warwick
## 364 Dino
## 365 Diana Ross & Lionel Richie
## 366 Diana Ross
## 367 Dexys Midnight Runners
## 368 Deon Estus
## 369 Dennis DeYoung
## 370 Deniece Williams
## 371 Delbert McClinton
## 372 Def Leppard
## 373 Debbie Gibson
## 374 DeBarge
## 375 Dazz Band
## 376 David Lee Roth
## 377 David Bowie
## 378 Daryl Hall & John Oates
## 379 Daryl Hall
## 380 Dan Hill featuring Vonda Shepard
## 381 Dan Hartman
## 382 Dan Fogelberg
## 383 Cyndi Lauper
## 384 Cutting Crew
## 385 Culture Club
## 386 Crowded House
## 387 Crosby, Stills & Nash
## 388 Corey Hart
## 389 Commodores
## 390 Club Nouveau
## 391 Climax Blues Band
## 392 Cliff Richard
## 393 Christopher Cross
## 394 Christine McVie
## 395 Chris de Burgh
## 396 Chicago
## 397 Cher and Peter Cetera
## 398 Cher
## 399 Cheap Trick
## 400 Charlie Dore
## 401 Charlene
## 402 Champaign
## 403 Chaka Khan
## 404 Carole King
## 405 Carly Simon
## 406 Captain & Tennille
## 407 Cameo
## 408 Buckner & Garcia
## 409 Bryan Adams
## 410 Bruce Willis
## 411 Bruce Springsteen
## 412 Bruce Hornsby and the Range
## 413 Brenda Russell featuring Joe Esposito
## 414 Brenda K Starr
## 415 Breathe
## 416 Breakfast Club
## 417 Boz Scaggs
## 418 Boys Club
## 419 Boy Meets Girl
## 420 Boston
## 421 Bonnie Tyler
## 422 Bon Jovi
## 423 Bobby McFerrin
## 424 Bobby Brown
## 425 Bob Seger and the Silver Bullet Band
## 426 Bob Seger & the Silver Bullet Band
## 427 Bob Seger & The Silver Bullet Band
## 428 Bob Seger
## 429 Blondie
## 430 Billy Vera and the Beaters
## 431 Billy Squier
## 432 Billy Preston and Syreeta
## 433 Billy Ocean
## 434 Billy Joel
## 435 Billy Idol
## 436 Bill Medley and Jennifer Warnes
## 437 Bette Midler
## 438 Bertie Higgins
## 439 Berlin
## 440 Benny Mardones
## 441 Ben E King
## 442 Belinda Carlisle
## 443 Beastie Boys
## 444 Barry Manilow
## 445 Barbra Streisand & Donna Summer
## 446 Barbra Streisand & Barry Gibb
## 447 Barbra Streisand
## 448 Bananarama
## 449 Bad English
## 450 Babyface
## 451 Atlantic Starr
## 452 Asia
## 453 Aretha Franklin and George Michael
## 454 Aretha Franklin
## 455 Annie Lennox & Al Green
## 456 Anne Murray
## 457 Ann Wilson and Robin Zander
## 458 Anita Baker
## 459 Animotion
## 460 Andy Gibb
## 461 America
## 462 Ambrosia
## 463 Alan Parsons Project
## 464 Al Jarreau
## 465 Al B Sure
## 466 Air Supply
## 467 After the Fire
## 468 Aerosmith
## 469 Adam Ant
## 470 ABC
## 471 ABBA
## 472 A Taste of Honey
## 473 A Flock of Seagulls
## 474 38 Specialtotal_popularity <- sum(bd_ana$Popularity, na.rm = TRUE)
bd_ana <- bd_ana %>%
mutate_at(vars(Popularity), list(Popularity_Percentage = ~ (. / total_popularity) * 100))
artist_participation <- bd_ana %>%
group_by(Artist) %>%
summarise(Average_Popularity_Percentage = mean(Popularity_Percentage, na.rm = TRUE))
# Mostrar los resultados
print(artist_participation)## # A tibble: 475 × 2
## Artist Average_Popularity_Percentage
## <chr> <dbl>
## 1 .38 Special 0.120
## 2 38 Special 0.109
## 3 A Flock of Seagulls 0.106
## 4 A Taste of Honey 0.0746
## 5 ABBA 0.130
## 6 ABC 0.0781
## 7 Adam Ant 0.0885
## 8 Aerosmith 0.112
## 9 After the Fire 0.0781
## 10 Air Supply 0.116
## # ℹ 465 more rows