diff --git a/data-out/billboard-200-current.csv b/data-out/billboard-200-current.csv
index c8e82aa..d7e1886 100644
--- a/data-out/billboard-200-current.csv
+++ b/data-out/billboard-200-current.csv
@@ -29399,6 +29399,206 @@ chart_week,current_week,title,performer,last_week,peak_pos,wks_on_chart
 2023-10-21,198,Metallica,Metallica,199,1,733
 2023-10-21,199,Beautiful Mind,Rod Wave,189,1,61
 2023-10-21,200,California Sunrise,Jon Pardi,195,11,216
+2023-10-28,1,Nadie Sabe Lo Que Va A Pasar Manana,Bad Bunny,0,1,1
+2023-10-28,2,For All The Dogs,Drake,1,1,2
+2023-10-28,3,The Name Chapter: Freefall,TOMORROW X TOGETHER,0,3,1
+2023-10-28,4,Zach Bryan,Zach Bryan,5,1,8
+2023-10-28,5,Set It Off,Offset,0,5,1
+2023-10-28,6,One Thing At A Time,Morgan Wallen,2,1,33
+2023-10-28,7,Nostalgia,Rod Wave,3,1,5
+2023-10-28,8,Lover,Taylor Swift,10,1,217
+2023-10-28,9,Midnights,Taylor Swift,7,1,52
+2023-10-28,10,Guts,Olivia Rodrigo,4,1,6
+2023-10-28,11,A Great Chaos,Ken Carson,0,11,1
+2023-10-28,12,SOS,SZA,6,1,45
+2023-10-28,13,Utopia,Travis Scott,8,1,12
+2023-10-28,14,Folklore,Taylor Swift,15,1,169
+2023-10-28,15,Genesis,Peso Pluma,11,3,17
+2023-10-28,16,Dangerous: The Double Album,Morgan Wallen,12,1,145
+2023-10-28,17,Stick Season,Noah Kahan,9,3,47
+2023-10-28,18,Speak Now (Taylor's Version),Taylor Swift,19,1,15
+2023-10-28,19,1989,Taylor Swift,20,1,462
+2023-10-28,20,Something To Give Each Other,Troye Sivan,0,20,1
+2023-10-28,21,reputation,Taylor Swift,21,1,265
+2023-10-28,22,American Heartbreak,Zach Bryan,17,5,74
+2023-10-28,23,Scarlet,Doja Cat,13,4,4
+2023-10-28,24,Red (Taylor's Version),Taylor Swift,23,1,101
+2023-10-28,25,Barbie: The Album,Soundtrack,18,2,13
+2023-10-28,26,Evermore,Taylor Swift,31,1,149
+2023-10-28,27,Religiously. The Album.,Bailey Zimmerman,24,7,23
+2023-10-28,28,Un Verano Sin Ti,Bad Bunny,22,1,76
+2023-10-28,29,And Then You Pray For Me,Westside Gunn,0,29,1
+2023-10-28,30,$ad Boyz 4 Life II,Junior H,14,14,2
+2023-10-28,31,Her Loss,Drake & 21 Savage,26,1,50
+2023-10-28,32,Heroes & Villains,Metro Boomin,32,1,46
+2023-10-28,33,Gettin' Old,Luke Combs,29,4,30
+2023-10-28,34,Sour,Olivia Rodrigo,28,1,126
+2023-10-28,35,Rumours,Fleetwood Mac,35,1,551
+2023-10-28,36,Manana Sera Bonito (Bichota Season),Karol G,27,3,10
+2023-10-28,37,Certified Lover Boy,Drake,33,1,111
+2023-10-28,38,A Gift & A Curse,Gunna,36,3,18
+2023-10-28,39,Ctrl,SZA,37,3,332
+2023-10-28,40,My Turn,Lil Baby,38,1,190
+2023-10-28,41,Diamonds,Elton John,40,7,310
+2023-10-28,42,The Surface,Beartooth,0,42,1
+2023-10-28,43,Fearless (Taylor's Version),Taylor Swift,61,1,119
+2023-10-28,44,Manana Sera Bonito,Karol G,34,1,34
+2023-10-28,45,Curtain Call: The Hits,Eminem,42,1,654
+2023-10-28,46,Take Care,Drake,39,1,555
+2023-10-28,47,Hollywood's Bleeding,Post Malone,45,1,214
+2023-10-28,48,Starboy,The Weeknd,41,1,311
+2023-10-28,49,Whitsitt Chapel,Jelly Roll,43,3,20
+2023-10-28,50,The Rest (EP),boygenius,0,50,1
+2023-10-28,51,This One's For You,Luke Combs,46,4,333
+2023-10-28,52,Greatest Hits,Queen,47,8,565
+2023-10-28,53,The Highlights,The Weeknd,63,2,138
+2023-10-28,54,The Dark Side Of The Moon,Pink Floyd,0,1,982
+2023-10-28,55,Born To Die,Lana Del Rey,48,2,506
+2023-10-28,56,Chronicle: The 20 Greatest Hits,Creedence Clearwater Revival,52,18,664
+2023-10-28,57,The Land Is Inhospitable And So Are We,Mitski,44,12,5
+2023-10-28,58,"good kid, m.A.A.d city",Kendrick Lamar,55,2,573
+2023-10-28,59,DAMN.,Kendrick Lamar,53,1,340
+2023-10-28,60,If I Know Me,Morgan Wallen,49,10,264
+2023-10-28,61,El Comienzo,Grupo Frontera,51,34,11
+2023-10-28,62,Graduation,Kanye West,60,1,298
+2023-10-28,63,I Am Music,Lil Wayne,177,25,20
+2023-10-28,64,Scorpion,Drake,54,1,277
+2023-10-28,65,Almost Healed,Lil Durk,74,3,21
+2023-10-28,66,TEC,Lil Tecca,57,11,4
+2023-10-28,67,Harry's House,Harry Styles,68,1,74
+2023-10-28,68,2014 Forest Hills Drive,J. Cole,69,1,463
+2023-10-28,69,Tim Burton's The Nightmare Before Christmas,Soundtrack,89,22,23
+2023-10-28,70,20 Number Ones,Thomas Rhett,59,22,3
+2023-10-28,71,Blonde,Frank Ocean,71,1,352
+2023-10-28,72,Views,Drake,65,1,388
+2023-10-28,73,Boys Of Faith (EP),Zach Bryan,50,8,4
+2023-10-28,74,Austin,Post Malone,64,2,12
+2023-10-28,75,Goodbye & Good Riddance,Juice WRLD,70,4,283
+2023-10-28,76,Renaissance,Beyonce,58,1,64
+2023-10-28,77,I Never Liked You,Future,72,1,77
+2023-10-28,78,Hamilton: An American Musical,Original Broadway Cast,75,2,421
+2023-10-28,79,Ain't My Last Rodeo,Riley Green,0,79,1
+2023-10-28,80,Hozier,Hozier,73,2,288
+2023-10-28,81,Thriller,Michael Jackson,86,1,596
+2023-10-28,82,Traveller,Chris Stapleton,79,1,423
+2023-10-28,83,What You See Is What You Get,Luke Combs,77,1,206
+2023-10-28,84,2nd EP 'Get Up',NewJeans,66,1,13
+2023-10-28,85,The Mockingbird & The Crow,HARDY,76,4,39
+2023-10-28,86,Endless Summer Vacation,Miley Cyrus,80,3,32
+2023-10-28,87,ASTROWORLD,Travis Scott,83,1,272
+2023-10-28,88,Pink Tape,Lil Uzi Vert,82,1,16
+2023-10-28,89,T R A P S O U L,Bryson Tiller,91,8,341
+2023-10-28,90,It's Only Me,Lil Baby,90,1,53
+2023-10-28,91,The Best Of Nickelback: Volume 1,Nickelback,88,21,158
+2023-10-28,92,Wasteland,Brent Faiyaz,92,2,67
+2023-10-28,93,ANTI,Rihanna,85,1,390
+2023-10-28,94,Greatest Hits,2Pac,87,3,497
+2023-10-28,95,Savage Mode II,21 Savage & Metro Boomin,93,1,124
+2023-10-28,96,More Life,Drake,84,1,327
+2023-10-28,97,Fact Check: The Fifth Album,NCT 127,16,16,2
+2023-10-28,98,AM,Arctic Monkeys,81,6,273
+2023-10-28,99,Hood Hottest Princess,Sexyy Red,94,62,16
+2023-10-28,100,Bell Bottom Country,Lainey Wilson,103,51,48
+2023-10-28,101,Starting Over,Chris Stapleton,98,3,153
+2023-10-28,102,Journey's Greatest Hits,Journey,99,10,784
+2023-10-28,103,Greatest Hits,Tom Petty And The Heartbreakers,102,2,536
+2023-10-28,104,Beauty Behind The Madness,The Weeknd,0,1,294
+2023-10-28,105,Bluebird Days,Jordan Davis,105,19,35
+2023-10-28,106,Elisabeth,Zach Bryan,100,83,23
+2023-10-28,107,Greatest Hits,Foo Fighters,95,11,232
+2023-10-28,108,Future Nostalgia,Dua Lipa,108,3,185
+2023-10-28,109,Ganger,Veeze,0,97,4
+2023-10-28,110,Planet Her,Doja Cat,106,2,121
+2023-10-28,111,Been One,Rylo Rodriguez,101,10,16
+2023-10-28,112,Greatest Hits,Guns N' Roses,107,3,646
+2023-10-28,113,Curtain Call 2,Eminem,0,6,48
+2023-10-28,114,Purgatory,Tyler Childers,109,71,171
+2023-10-28,115,Channel Orange,Frank Ocean,111,2,148
+2023-10-28,116,beerbongs & bentleys,Post Malone,120,1,285
+2023-10-28,117,The Essential Michael Jackson,Michael Jackson,115,31,451
+2023-10-28,118,Greatest Hits,Aerosmith,110,36,9
+2023-10-28,119,Teenage Dream,Katy Perry,113,1,346
+2023-10-28,120,Nevermind,Nirvana,116,1,640
+2023-10-28,121,Doo-Wops & Hooligans,Bruno Mars,112,3,646
+2023-10-28,122,Over It,Summer Walker,125,2,211
+2023-10-28,123,SoulFly,Rod Wave,132,1,134
+2023-10-28,124,Unreal Unearth,Hozier,104,3,9
+2023-10-28,125,Legend: The Best Of...,Bob Marley And The Wailers,126,5,805
+2023-10-28,126,Greatest Hits,The Notorious B.I.G.,127,1,336
+2023-10-28,127,The Fame,Lady Gaga,124,2,337
+2023-10-28,128,Greatest Hits,Pitbull,123,107,132
+2023-10-28,129,Jaguar II,Victoria Monet,0,60,3
+2023-10-28,130,Stoney,Post Malone,137,4,357
+2023-10-28,131,50 Number Ones,George Strait,130,1,259
+2023-10-28,132,IGOR,"Tyler, The Creator",114,1,210
+2023-10-28,133,Summertime Blues,Zach Bryan,121,34,31
+2023-10-28,134,7220,Lil Durk,133,1,84
+2023-10-28,135,÷ (Divide),Ed Sheeran,131,1,344
+2023-10-28,136,Shoot For The Stars Aim For The Moon,Pop Smoke,136,1,172
+2023-10-28,137,Sick Boi,Ren,0,137,1
+2023-10-28,138,Luv Is Rage 2,Lil Uzi Vert,135,1,321
+2023-10-28,139,"Goodnight, God Bless, I Love U, Delete.",Crosses,0,139,1
+2023-10-28,140,"When We All Fall Asleep, Where Do We Go?",Billie Eilish,134,1,238
+2023-10-28,141,The Love Album: Off The Grid,Diddy,118,19,5
+2023-10-28,142,Layover (EP),V,97,2,6
+2023-10-28,143,Amar,BigXthaPlug,159,143,13
+2023-10-28,144,The Melodic Blue,Baby Keem,156,5,110
+2023-10-28,145,For Her,Hunxho,0,145,1
+2023-10-28,146,All Time Greatest Hits,Lynyrd Skynyrd,139,56,236
+2023-10-28,147,My Beautiful Dark Twisted Fantasy,Kanye West,144,1,241
+2023-10-28,148,Greatest Hits,Blink-182,152,6,108
+2023-10-28,149,The Very Best Of Daryl Hall John Oates,Daryl Hall John Oates,150,34,217
+2023-10-28,150,Legends Never Die,Juice WRLD,160,1,171
+2023-10-28,151,Boy Meets World,Sleepy Hallow,117,17,5
+2023-10-28,152,Moana,Soundtrack,162,2,349
+2023-10-28,153,Nata Montana,Natanael Cano,140,35,16
+2023-10-28,154,Death Race For Love,Juice WRLD,172,1,241
+2023-10-28,155,=,Ed Sheeran,158,1,103
+2023-10-28,156,Happier Than Ever,Billie Eilish,157,1,116
+2023-10-28,157,Nothing Was The Same,Drake,145,1,490
+2023-10-28,158,Hard To Love,Moneybagg Yo,147,10,20
+2023-10-28,159,Their Greatest Hits 1971-1975,Eagles,171,1,428
+2023-10-28,160,I Will Always Love You: The Best Of Whitney Houston,Whitney Houston,175,14,170
+2023-10-28,161,Danado,Ivan Corenjo,196,28,52
+2023-10-28,162,Like..? (EP),Ice Spice,149,15,38
+2023-10-28,163,Get Rich Or Die Tryin',50 Cent,179,1,195
+2023-10-28,164,Greatest Hits,Bob Seger & The Silver Bullet Band,168,8,495
+2023-10-28,165,Fine Line,Harry Styles,169,1,201
+2023-10-28,166,Meteora,Linkin Park,161,1,147
+2023-10-28,167,Currents,Tame Impala,155,4,130
+2023-10-28,168,Desvelado,Eslabon Armado,151,6,25
+2023-10-28,169,DS2,Future,170,1,237
+2023-10-28,170,[Hybrid Theory],Linkin Park,164,2,314
+2023-10-28,171,Three Cheers For Sweet Revenge,My Chemical Romance,165,28,109
+2023-10-28,172,Lonestar Luchador,That Mexican OT,163,59,12
+2023-10-28,173,Gold: Greatest Hits,ABBA,167,25,296
+2023-10-28,174,21,Adele,166,1,586
+2023-10-28,175,Thank Me Later,Drake,173,1,103
+2023-10-28,176,Flower Boy,"Tyler, The Creator",174,2,161
+2023-10-28,177,YHLQMDLG,Bad Bunny,154,2,190
+2023-10-28,178,Divinely Uninspired To A Hellish Extent,Lewis Capaldi,183,20,222
+2023-10-28,179,Confessions,Usher,184,1,184
+2023-10-28,180,Cigarettes After Sex,Cigarettes After Sex,187,151,34
+2023-10-28,181,Pray 4 Love,Rod Wave,0,2,183
+2023-10-28,182,?,XXXTENTACION,192,1,291
+2023-10-28,183,Queen Radio: Volume 1,Nicki Minaj,67,10,52
+2023-10-28,184,Call Me If You Get Lost,"Tyler, The Creator",176,1,107
+2023-10-28,185,Fuck The World,Brent Faiyaz,191,20,30
+2023-10-28,186,Greatest Hits: The Ultimate Collection,Bon Jovi,189,5,321
+2023-10-28,187,Good Girl Gone Bad,Rihanna,185,2,120
+2023-10-28,188,Swimming,Mac Miller,119,3,247
+2023-10-28,189,Greatest Hits So Far...,Zac Brown Band,178,20,385
+2023-10-28,190,The GOAT,Polo G,0,2,174
+2023-10-28,191,"Sing Me A Lullaby, My Sweet Temptation",$uicideBoy$,197,7,29
+2023-10-28,192,I've Tried Everything But Therapy (Part I),Teddy Swims,143,61,3
+2023-10-28,193,Greatest Hits,Fleetwood Mac,194,14,265
+2023-10-28,194,Growin' Up,Luke Combs,180,2,69
+2023-10-28,195,Metallica,Metallica,198,1,734
+2023-10-28,196,The Essential Billy Joel,Billy Joel,195,15,311
+2023-10-28,197,Yield,Pearl Jam,0,2,37
+2023-10-28,198,Freudian,Daniel Caesar,0,25,100
+2023-10-28,199,Beautiful Mind,Rod Wave,199,1,62
+2023-10-28,200,Elv1s: 30 #1 Hits,Elvis Presley,0,1,172
 1967-12-30,1,"Pisces, Aquarius, Capricorn, And Jones Ltd.",The Monkees,1,1,6
 1967-12-30,2,Diana Ross And The Supremes Greatest Hits,Diana Ross & The Supremes,2,1,14
 1967-12-30,3,Sgt. Pepper's Lonely Hearts Club Band,The Beatles,3,1,28
diff --git a/data-out/hot-100-current.csv b/data-out/hot-100-current.csv
index 0c9ca1d..23ac1f7 100644
--- a/data-out/hot-100-current.csv
+++ b/data-out/hot-100-current.csv
@@ -9499,6 +9499,106 @@ chart_week,current_week,title,performer,last_week,peak_pos,wks_on_chart
 2023-10-21,98,Telekinesis,Travis Scott Featuring SZA & Future,72,26,11
 2023-10-21,99,Seven,Jung Kook Featuring Latto,57,1,13
 2023-10-21,100,Stars Like Confetti,Dustin Lynch,89,89,2
+2023-10-28,1,Cruel Summer,Taylor Swift,9,1,24
+2023-10-28,2,Paint The Town Red,Doja Cat,4,1,11
+2023-10-28,3,Snooze,SZA,7,2,45
+2023-10-28,4,IDGAF,Drake Featuring Yeat,2,2,2
+2023-10-28,5,Monaco,Bad Bunny,0,5,1
+2023-10-28,6,I Remember Everything,Zach Bryan Featuring Kacey Musgraves,14,1,8
+2023-10-28,7,Fast Car,Luke Combs,13,2,30
+2023-10-28,8,First Person Shooter,Drake Featuring J. Cole,1,1,2
+2023-10-28,9,Last Night,Morgan Wallen,19,1,38
+2023-10-28,10,Thinkin' Bout Me,Morgan Wallen,25,9,33
+2023-10-28,11,Fukumean,Gunna,23,4,18
+2023-10-28,12,Vampire,Olivia Rodrigo,22,1,16
+2023-10-28,13,Dance The Night,Dua Lipa,28,6,21
+2023-10-28,14,Fina,Bad Bunny & Young Miko,0,14,1
+2023-10-28,15,Virginia Beach,Drake,3,3,2
+2023-10-28,16,Rich Baby Daddy,Drake Featuring Sexyy Red & SZA,11,11,2
+2023-10-28,17,Greedy,Tate McRae,30,14,5
+2023-10-28,18,Flowers,Miley Cyrus,33,1,40
+2023-10-28,19,Barbie World,Nicki Minaj & Ice Spice With Aqua,31,7,17
+2023-10-28,20,Perro Negro,Bad Bunny & Feid,0,20,1
+2023-10-28,21,Slime You Out,Drake Featuring SZA,6,1,5
+2023-10-28,22,Nadie Sabe,Bad Bunny,0,22,1
+2023-10-28,23,Need A Favor,Jelly Roll,34,14,29
+2023-10-28,24,Hibiki,Bad Bunny & Mora,0,24,1
+2023-10-28,25,Anti-Hero,Taylor Swift,41,1,52
+2023-10-28,26,Used To Be Young,Miley Cyrus,38,8,8
+2023-10-28,27,All My Life,Lil Durk Featuring J. Cole,45,2,23
+2023-10-28,28,Mr. October,Bad Bunny,0,28,1
+2023-10-28,29,Religiously,Bailey Zimmerman,35,13,24
+2023-10-28,30,Cybertruck,Bad Bunny,0,30,1
+2023-10-28,31,Watermelon Moonshine,Lainey Wilson,40,21,17
+2023-10-28,32,Telefono Nuevo,Bad Bunny & Luar La L,0,32,1
+2023-10-28,33,Dial Drunk,Noah Kahan With Post Malone,43,25,18
+2023-10-28,34,Baby Nueva,Bad Bunny,0,34,1
+2023-10-28,35,My Love Mine All Mine,Mitski,54,35,4
+2023-10-28,36,Kill Bill,SZA,44,1,45
+2023-10-28,37,Save Me,Jelly Roll With Lainey Wilson,53,37,18
+2023-10-28,38,Seda,Bad Bunny & Bryant Myers,0,38,1
+2023-10-28,39,Good Good,"Usher, Summer Walker & 21 Savage",48,28,10
+2023-10-28,40,What Was I Made For?,Billie Eilish,46,14,14
+2023-10-28,41,What It Is (Block Boy),Doechii Featuring Kodak Black,47,29,24
+2023-10-28,42,Bad Idea Right?,Olivia Rodrigo,39,7,10
+2023-10-28,43,White Horse,Chris Stapleton,51,31,13
+2023-10-28,44,Creepin',"Metro Boomin, The Weeknd & 21 Savage",50,3,46
+2023-10-28,45,Daylight,David Kushner,52,33,27
+2023-10-28,46,Water,Tyla,63,46,3
+2023-10-28,47,Un Preview,Bad Bunny,70,43,4
+2023-10-28,48,Say My Grace,Offset Featuring Travis Scott,0,48,1
+2023-10-28,49,Gently,Drake Featuring Bad Bunny,12,12,2
+2023-10-28,50,Try That In A Small Town,Jason Aldean,55,1,14
+2023-10-28,51,I Know ?,Travis Scott,56,11,12
+2023-10-28,52,Gracias Por Nada,Bad Bunny,0,52,1
+2023-10-28,53,Vou 787,Bad Bunny,0,53,1
+2023-10-28,54,Where She Goes,Bad Bunny,0,8,20
+2023-10-28,55,Agora Hills,Doja Cat,61,18,4
+2023-10-28,56,Calling For You,Drake Featuring 21 Savage,5,5,2
+2023-10-28,57,Mercedes Carota,Bad Bunny & YOVNGCHIMI,0,57,1
+2023-10-28,58,Lil Boo Thang,Paul Russell,66,51,5
+2023-10-28,59,Single Soon,Selena Gomez,62,19,8
+2023-10-28,60,Daylight,Drake,8,8,2
+2023-10-28,61,Los Pits,Bad Bunny,0,61,1
+2023-10-28,62,Qlona,Karol G & Peso Pluma,60,28,10
+2023-10-28,63,8am In Charlotte,Drake,17,17,2
+2023-10-28,64,Rich Men North Of Richmond,Oliver Anthony Music,57,1,10
+2023-10-28,65,No Me Quiero Casar,Bad Bunny,0,65,1
+2023-10-28,66,What Would Pluto Do,Drake,18,18,2
+2023-10-28,67,Meltdown,Travis Scott Featuring Drake,59,3,12
+2023-10-28,68,Fear Of Heights,Drake,10,10,2
+2023-10-28,69,Bongos,Cardi B & Megan Thee Stallion,69,14,6
+2023-10-28,70,Vuelve Candy B,Bad Bunny,0,70,1
+2023-10-28,71,Lady Gaga,"Peso Pluma, Gabito Ballesteros & Junior H",64,35,17
+2023-10-28,72,Peaches & Eggplants,Young Nudy Featuring 21 Savage,65,33,20
+2023-10-28,73,Great Gatsby,Rod Wave,68,30,5
+2023-10-28,74,Lose Control,Teddy Swims,75,58,10
+2023-10-28,75,Stick Season,Noah Kahan,74,74,3
+2023-10-28,76,Wild Ones,Jessie Murph & Jelly Roll,49,49,2
+2023-10-28,77,Strangers,Kenya Grace,71,56,5
+2023-10-28,78,Baticano,Bad Bunny,0,78,1
+2023-10-28,79,Get Him Back!,Olivia Rodrigo,67,11,6
+2023-10-28,80,Thunder y Lightning,Bad Bunny & Eladio Carrion,0,80,1
+2023-10-28,81,7969 Santa,Drake,16,16,2
+2023-10-28,82,Members Only,Drake Featuring PARTYNEXTDOOR,24,24,2
+2023-10-28,83,Acho PR,"Bad Bunny, Arcangel, De La Ghetto & Nengo Flow",0,83,1
+2023-10-28,84,Bahamas Promises,Drake,20,20,2
+2023-10-28,85,Drew A Picasso,Drake,27,27,2
+2023-10-28,86,Tried Our Best,Drake,21,21,2
+2023-10-28,87,Hey Driver,Zach Bryan Featuring The War And Treaty,72,14,8
+2023-10-28,88,Amen,Drake Featuring Teezo Touchdown,15,15,2
+2023-10-28,89,All The Parties,Drake Featuring Chief Keef,26,26,2
+2023-10-28,90,500lbs,Lil Tecca,85,60,4
+2023-10-28,91,LaLa,Myke Towers,73,43,15
+2023-10-28,92,Worth It,Offset & Don Toliver,0,92,1
+2023-10-28,93,3D,Jung Kook & Jack Harlow,58,5,3
+2023-10-28,94,SkeeYee,Sexyy Red,84,62,7
+2023-10-28,95,Another Late Night,Drake Featuring Lil Yachty,29,29,2
+2023-10-28,96,Everything I Love,Morgan Wallen,78,14,34
+2023-10-28,97,On My Mama,Victoria Monet,89,76,5
+2023-10-28,98,Turks & Caicos,Rod Wave Featuring 21 Savage,77,24,5
+2023-10-28,99,Better Place,*NSYNC,82,25,3
+2023-10-28,100,Truck Bed,HARDY,81,55,18
 1958-08-04,1,Poor Little Fool,Ricky Nelson,NA,1,1
 1958-08-04,2,Patricia,Perez Prado And His Orchestra,NA,2,1
 1958-08-04,3,Splish Splash,Bobby Darin,NA,3,1
diff --git a/data-out/hot100_assignment.csv b/data-out/hot100_assignment.csv
index 24cb45c..d9a19d4 100644
--- a/data-out/hot100_assignment.csv
+++ b/data-out/hot100_assignment.csv
@@ -9499,6 +9499,106 @@ CHART WEEK,THIS WEEK,TITLE,PERFORMER,LAST WEEK,PEAK POS.,WKS ON CHART
 10/21/2023,98,Telekinesis,Travis Scott Featuring SZA & Future,72,26,11
 10/21/2023,99,Seven,Jung Kook Featuring Latto,57,1,13
 10/21/2023,100,Stars Like Confetti,Dustin Lynch,89,89,2
+10/28/2023,1,Cruel Summer,Taylor Swift,9,1,24
+10/28/2023,2,Paint The Town Red,Doja Cat,4,1,11
+10/28/2023,3,Snooze,SZA,7,2,45
+10/28/2023,4,IDGAF,Drake Featuring Yeat,2,2,2
+10/28/2023,5,Monaco,Bad Bunny,0,5,1
+10/28/2023,6,I Remember Everything,Zach Bryan Featuring Kacey Musgraves,14,1,8
+10/28/2023,7,Fast Car,Luke Combs,13,2,30
+10/28/2023,8,First Person Shooter,Drake Featuring J. Cole,1,1,2
+10/28/2023,9,Last Night,Morgan Wallen,19,1,38
+10/28/2023,10,Thinkin' Bout Me,Morgan Wallen,25,9,33
+10/28/2023,11,Fukumean,Gunna,23,4,18
+10/28/2023,12,Vampire,Olivia Rodrigo,22,1,16
+10/28/2023,13,Dance The Night,Dua Lipa,28,6,21
+10/28/2023,14,Fina,Bad Bunny & Young Miko,0,14,1
+10/28/2023,15,Virginia Beach,Drake,3,3,2
+10/28/2023,16,Rich Baby Daddy,Drake Featuring Sexyy Red & SZA,11,11,2
+10/28/2023,17,Greedy,Tate McRae,30,14,5
+10/28/2023,18,Flowers,Miley Cyrus,33,1,40
+10/28/2023,19,Barbie World,Nicki Minaj & Ice Spice With Aqua,31,7,17
+10/28/2023,20,Perro Negro,Bad Bunny & Feid,0,20,1
+10/28/2023,21,Slime You Out,Drake Featuring SZA,6,1,5
+10/28/2023,22,Nadie Sabe,Bad Bunny,0,22,1
+10/28/2023,23,Need A Favor,Jelly Roll,34,14,29
+10/28/2023,24,Hibiki,Bad Bunny & Mora,0,24,1
+10/28/2023,25,Anti-Hero,Taylor Swift,41,1,52
+10/28/2023,26,Used To Be Young,Miley Cyrus,38,8,8
+10/28/2023,27,All My Life,Lil Durk Featuring J. Cole,45,2,23
+10/28/2023,28,Mr. October,Bad Bunny,0,28,1
+10/28/2023,29,Religiously,Bailey Zimmerman,35,13,24
+10/28/2023,30,Cybertruck,Bad Bunny,0,30,1
+10/28/2023,31,Watermelon Moonshine,Lainey Wilson,40,21,17
+10/28/2023,32,Telefono Nuevo,Bad Bunny & Luar La L,0,32,1
+10/28/2023,33,Dial Drunk,Noah Kahan With Post Malone,43,25,18
+10/28/2023,34,Baby Nueva,Bad Bunny,0,34,1
+10/28/2023,35,My Love Mine All Mine,Mitski,54,35,4
+10/28/2023,36,Kill Bill,SZA,44,1,45
+10/28/2023,37,Save Me,Jelly Roll With Lainey Wilson,53,37,18
+10/28/2023,38,Seda,Bad Bunny & Bryant Myers,0,38,1
+10/28/2023,39,Good Good,"Usher, Summer Walker & 21 Savage",48,28,10
+10/28/2023,40,What Was I Made For?,Billie Eilish,46,14,14
+10/28/2023,41,What It Is (Block Boy),Doechii Featuring Kodak Black,47,29,24
+10/28/2023,42,Bad Idea Right?,Olivia Rodrigo,39,7,10
+10/28/2023,43,White Horse,Chris Stapleton,51,31,13
+10/28/2023,44,Creepin',"Metro Boomin, The Weeknd & 21 Savage",50,3,46
+10/28/2023,45,Daylight,David Kushner,52,33,27
+10/28/2023,46,Water,Tyla,63,46,3
+10/28/2023,47,Un Preview,Bad Bunny,70,43,4
+10/28/2023,48,Say My Grace,Offset Featuring Travis Scott,0,48,1
+10/28/2023,49,Gently,Drake Featuring Bad Bunny,12,12,2
+10/28/2023,50,Try That In A Small Town,Jason Aldean,55,1,14
+10/28/2023,51,I Know ?,Travis Scott,56,11,12
+10/28/2023,52,Gracias Por Nada,Bad Bunny,0,52,1
+10/28/2023,53,Vou 787,Bad Bunny,0,53,1
+10/28/2023,54,Where She Goes,Bad Bunny,0,8,20
+10/28/2023,55,Agora Hills,Doja Cat,61,18,4
+10/28/2023,56,Calling For You,Drake Featuring 21 Savage,5,5,2
+10/28/2023,57,Mercedes Carota,Bad Bunny & YOVNGCHIMI,0,57,1
+10/28/2023,58,Lil Boo Thang,Paul Russell,66,51,5
+10/28/2023,59,Single Soon,Selena Gomez,62,19,8
+10/28/2023,60,Daylight,Drake,8,8,2
+10/28/2023,61,Los Pits,Bad Bunny,0,61,1
+10/28/2023,62,Qlona,Karol G & Peso Pluma,60,28,10
+10/28/2023,63,8am In Charlotte,Drake,17,17,2
+10/28/2023,64,Rich Men North Of Richmond,Oliver Anthony Music,57,1,10
+10/28/2023,65,No Me Quiero Casar,Bad Bunny,0,65,1
+10/28/2023,66,What Would Pluto Do,Drake,18,18,2
+10/28/2023,67,Meltdown,Travis Scott Featuring Drake,59,3,12
+10/28/2023,68,Fear Of Heights,Drake,10,10,2
+10/28/2023,69,Bongos,Cardi B & Megan Thee Stallion,69,14,6
+10/28/2023,70,Vuelve Candy B,Bad Bunny,0,70,1
+10/28/2023,71,Lady Gaga,"Peso Pluma, Gabito Ballesteros & Junior H",64,35,17
+10/28/2023,72,Peaches & Eggplants,Young Nudy Featuring 21 Savage,65,33,20
+10/28/2023,73,Great Gatsby,Rod Wave,68,30,5
+10/28/2023,74,Lose Control,Teddy Swims,75,58,10
+10/28/2023,75,Stick Season,Noah Kahan,74,74,3
+10/28/2023,76,Wild Ones,Jessie Murph & Jelly Roll,49,49,2
+10/28/2023,77,Strangers,Kenya Grace,71,56,5
+10/28/2023,78,Baticano,Bad Bunny,0,78,1
+10/28/2023,79,Get Him Back!,Olivia Rodrigo,67,11,6
+10/28/2023,80,Thunder y Lightning,Bad Bunny & Eladio Carrion,0,80,1
+10/28/2023,81,7969 Santa,Drake,16,16,2
+10/28/2023,82,Members Only,Drake Featuring PARTYNEXTDOOR,24,24,2
+10/28/2023,83,Acho PR,"Bad Bunny, Arcangel, De La Ghetto & Nengo Flow",0,83,1
+10/28/2023,84,Bahamas Promises,Drake,20,20,2
+10/28/2023,85,Drew A Picasso,Drake,27,27,2
+10/28/2023,86,Tried Our Best,Drake,21,21,2
+10/28/2023,87,Hey Driver,Zach Bryan Featuring The War And Treaty,72,14,8
+10/28/2023,88,Amen,Drake Featuring Teezo Touchdown,15,15,2
+10/28/2023,89,All The Parties,Drake Featuring Chief Keef,26,26,2
+10/28/2023,90,500lbs,Lil Tecca,85,60,4
+10/28/2023,91,LaLa,Myke Towers,73,43,15
+10/28/2023,92,Worth It,Offset & Don Toliver,0,92,1
+10/28/2023,93,3D,Jung Kook & Jack Harlow,58,5,3
+10/28/2023,94,SkeeYee,Sexyy Red,84,62,7
+10/28/2023,95,Another Late Night,Drake Featuring Lil Yachty,29,29,2
+10/28/2023,96,Everything I Love,Morgan Wallen,78,14,34
+10/28/2023,97,On My Mama,Victoria Monet,89,76,5
+10/28/2023,98,Turks & Caicos,Rod Wave Featuring 21 Savage,77,24,5
+10/28/2023,99,Better Place,*NSYNC,82,25,3
+10/28/2023,100,Truck Bed,HARDY,81,55,18
 8/4/1958,1,Poor Little Fool,Ricky Nelson,NA,1,1
 8/4/1958,2,Patricia,Perez Prado And His Orchestra,NA,2,1
 8/4/1958,3,Splish Splash,Bobby Darin,NA,3,1