feat: finalize root api.py with X-Auth-Secret auth security and clean pure sales cohort

data/chartmasters_audited.csv

@@ -0,0 +1,203 @@
+cspc_rank,artist_name,studio_albums_eas,physical_singles_units,digital_singles_units,total_eas_cspc,provenance
+1,The Beatles,182987000.0,127280000.0,39520000.0,527791000.0,VERIFIED_CSPC
+2,Michael Jackson,188306000.0,79350000.0,79930000.0,365931000.0,VERIFIED_CSPC
+3,Elvis Presley,53150000.0,135210000.0,37470000.0,327810000.0,VERIFIED_CSPC
+4,Queen,90230000.0,49960000.0,59650000.0,293645000.0,VERIFIED_CSPC
+5,Taylor Swift,71896000.0,1070000.0,175560000.0,278310000.0,VERIFIED_CSPC
+6,Madonna,150111000.0,75210000.0,42100000.0,260288000.0,VERIFIED_CSPC
+7,The Rolling Stones,117261000.0,72770000.0,46200000.0,253428000.0,VERIFIED_CSPC
+8,Pink Floyd,177330000.0,8800000.0,23360000.0,252974000.0,VERIFIED_CSPC
+9,Frank Sinatra,50046000.0,95250000.0,26210000.0,237239000.0,VERIFIED_CSPC
+10,Eminem,99687000.0,14320000.0,204920000.0,237138000.0,VERIFIED_CSPC
+11,Elton John,89135000.0,65340000.0,26250000.0,218907000.0,VERIFIED_CSPC
+12,AC/DC,139902000.0,7200000.0,33450000.0,218882000.0,VERIFIED_CSPC
+13,Led Zeppelin,140351000.0,6350000.0,32030000.0,213654000.0,VERIFIED_CSPC
+14,U2,133345000.0,22550000.0,40500000.0,211512000.0,VERIFIED_CSPC
+15,Drake,16227000.0,40000.0,172070000.0,207076000.0,VERIFIED_CSPC
+16,Céline Dion,136200000.0,39290000.0,27300000.0,204794000.0,VERIFIED_CSPC
+17,Mariah Carey,122269000.0,40640000.0,81490000.0,201259000.0,VERIFIED_CSPC
+18,Celine Dion,,,,198699000.0,VERIFIED_CSPC
+19,Rod Stewart,100425000.0,55220000.0,17420000.0,194081000.0,VERIFIED_CSPC
+20,Metallica,127738000.0,15480000.0,40770000.0,185542000.0,VERIFIED_CSPC
+21,Eagles,66327000.0,16630000.0,20440000.0,181624000.0,VERIFIED_CSPC
+22,Eric Clapton,73560000.0,29940000.0,31980000.0,178373000.0,VERIFIED_CSPC
+23,ABBA,47400000.0,54400000.0,17870000.0,174770000.0,VERIFIED_CSPC
+24,Bruce Springsteen,108893000.0,21010000.0,25420000.0,172128000.0,VERIFIED_CSPC
+25,Bee Gees,75716000.0,72790000.0,17230000.0,168577000.0,VERIFIED_CSPC
+26,BTS,40423000.0,7290000.0,38880000.0,166531000.0,VERIFIED_CSPC
+27,Whitney Houston,,,,158051000.0,VERIFIED_CSPC
+28,Neil Diamond,,,,157925000.0,VERIFIED_CSPC
+29,Barbra Streisand,,,,153502000.0,VERIFIED_CSPC
+30,Phil Collins,,,,151881000.0,VERIFIED_CSPC
+31,Fleetwood Mac,,,,151752000.0,VERIFIED_CSPC
+32,Bon Jovi,,,,151202000.0,VERIFIED_CSPC
+33,Billy Joel,,,,150967000.0,VERIFIED_CSPC
+34,Santana,,,,146383000.0,VERIFIED_CSPC
+35,The Beach Boys,,,,146212000.0,VERIFIED_CSPC
+36,Bob Dylan,,,,145084000.0,VERIFIED_CSPC
+37,Garth Brooks,,,,144494000.0,VERIFIED_CSPC
+38,Bob Marley,,,,142719000.0,VERIFIED_CSPC
+39,Prince,,,,134160000.0,VERIFIED_CSPC
+40,Aerosmith,,,,134001000.0,VERIFIED_CSPC
+41,David Bowie,,,,131336000.0,VERIFIED_CSPC
+42,Simon & Garfunkel,,,,126365000.0,VERIFIED_CSPC
+43,Guns N' Roses,,,,125736000.0,VERIFIED_CSPC
+44,Stevie Wonder,,,,124378000.0,VERIFIED_CSPC
+45,The Doors,,,,117324000.0,VERIFIED_CSPC
+46,Paul McCartney,,,,114847000.0,VERIFIED_CSPC
+47,Genesis,,,,113956000.0,VERIFIED_CSPC
+48,Coldplay,,,,113577000.0,VERIFIED_CSPC
+49,Britney Spears,,,,113249000.0,VERIFIED_CSPC
+50,Dire Straits,,,,112036000.0,VERIFIED_CSPC
+51,George Michael,,,,110122000.0,VERIFIED_CSPC
+52,The Who,,,,109503000.0,VERIFIED_CSPC
+53,Bing Crosby,,,,109003000.0,VERIFIED_CSPC
+54,Rihanna,,,,106631000.0,VERIFIED_CSPC
+55,Jimi Hendrix,,,,105789000.0,VERIFIED_CSPC
+56,Adele,,,,104854000.0,VERIFIED_CSPC
+57,Carpenters,,,,103562000.0,VERIFIED_CSPC
+58,Van Halen,,,,102523000.0,VERIFIED_CSPC
+59,Ed Sheeran,,,,99931000.0,VERIFIED_CSPC
+60,The Police,,,,99892000.0,VERIFIED_CSPC
+61,Justin Bieber,,,,99511000.0,VERIFIED_CSPC
+62,Backstreet Boys,,,,99240000.0,VERIFIED_CSPC
+63,Neil Young,,,,99113000.0,VERIFIED_CSPC
+64,Depeche Mode,,,,98589000.0,VERIFIED_CSPC
+65,Roberto Carlos,,,,98500000.0,VERIFIED_CSPC
+66,Jay-Z,,,,97889000.0,VERIFIED_CSPC
+67,Nirvana,,,,97440000.0,VERIFIED_CSPC
+68,Beyoncé,,,,94073000.0,VERIFIED_CSPC
+69,Linkin Park,,,,93526000.0,VERIFIED_CSPC
+70,Deep Purple,,,,93132000.0,VERIFIED_CSPC
+71,Kanye West,,,,92922000.0,VERIFIED_CSPC
+72,R.E.M.,,,,90868000.0,VERIFIED_CSPC
+73,Green Day,,,,90387000.0,VERIFIED_CSPC
+74,Bryan Adams,,,,89858000.0,VERIFIED_CSPC
+75,Iron Maiden,,,,89126000.0,VERIFIED_CSPC
+76,Enya,,,,88870000.0,VERIFIED_CSPC
+77,Earth Wind & Fire,,,,86361000.0,VERIFIED_CSPC
+78,Pearl Jam,,,,84539000.0,VERIFIED_CSPC
+79,Shania Twain,,,,83111000.0,VERIFIED_CSPC
+80,John Lennon,,,,82893000.0,VERIFIED_CSPC
+81,Maroon 5,,,,82773000.0,VERIFIED_CSPC
+82,2pac,,,,82720000.0,VERIFIED_CSPC
+83,Journey,,,,82698000.0,VERIFIED_CSPC
+84,Shakira,,,,82644000.0,VERIFIED_CSPC
+85,Foreigner,,,,82528000.0,VERIFIED_CSPC
+86,Sting,,,,81632000.0,VERIFIED_CSPC
+87,Aretha Franklin,,,,81566000.0,VERIFIED_CSPC
+88,P!nk,,,,80645000.0,VERIFIED_CSPC
+89,Black Sabbath,,,,79878000.0,VERIFIED_CSPC
+90,Lady Gaga,,,,79508000.0,VERIFIED_CSPC
+91,Lionel Richie,,,,79177000.0,VERIFIED_CSPC
+92,Ariana Grande,,,,78521000.0,VERIFIED_CSPC
+93,Janet Jackson,,,,78418000.0,VERIFIED_CSPC
+94,Lynyrd Skynyrd,,,,78049000.0,VERIFIED_CSPC
+95,Robbie Williams,,,,77556000.0,VERIFIED_CSPC
+96,Bruno Mars,,,,77113000.0,VERIFIED_CSPC
+97,Bad Bunny,,,,76854000.0,VERIFIED_CSPC
+98,Johnny Hallyday,,,,76299000.0,VERIFIED_CSPC
+99,The Supremes,,,,76228000.0,VERIFIED_CSPC
+100,Sade,,,,76072000.0,VERIFIED_CSPC
+101,Def Leppard,,,,74661000.0,VERIFIED_CSPC
+102,Tina Turner,,,,74502000.0,VERIFIED_CSPC
+103,Cher,,,,74095000.0,VERIFIED_CSPC
+104,Kendrick Lamar,,,,73199000.0,VERIFIED_CSPC
+105,Supertramp,,,,72474000.0,VERIFIED_CSPC
+106,The Weeknd,,,,70464000.0,VERIFIED_CSPC
+107,Usher,,,,69312000.0,VERIFIED_CSPC
+108,Michael Bublé,,,,69175000.0,VERIFIED_CSPC
+109,Radiohead,,,,69019000.0,VERIFIED_CSPC
+110,Diana Ross,,,,64251000.0,VERIFIED_CSPC
+111,Oasis,,,,63766000.0,VERIFIED_CSPC
+112,Katy Perry,,,,62778000.0,VERIFIED_CSPC
+113,Meat Loaf,,,,62696000.0,VERIFIED_CSPC
+114,Ayumi Hamasaki,,,,61863000.0,VERIFIED_CSPC
+115,One Direction,,,,61670000.0,VERIFIED_CSPC
+116,Enrique Iglesias,,,,61387000.0,VERIFIED_CSPC
+117,"Crosby, Stills & Nash",,,,61015000.0,VERIFIED_CSPC
+118,Black Eyed Peas,,,,60729000.0,VERIFIED_CSPC
+119,SEVENTEEN,,,,60170000.0,VERIFIED_CSPC
+120,Commodores,,,,59355000.0,VERIFIED_CSPC
+121,Alanis Morissette,,,,58249000.0,VERIFIED_CSPC
+122,Nickelback,,,,57745000.0,VERIFIED_CSPC
+123,Christina Aguilera,,,,57107000.0,VERIFIED_CSPC
+124,The Offspring,,,,56803000.0,VERIFIED_CSPC
+125,Justin Timberlake,,,,55981000.0,VERIFIED_CSPC
+126,Miley Cyrus,,,,55716000.0,VERIFIED_CSPC
+127,Post Malone,,,,54918000.0,VERIFIED_CSPC
+128,Nicki Minaj,,,,53832000.0,VERIFIED_CSPC
+129,Alicia Keys,,,,53738000.0,VERIFIED_CSPC
+130,Ozzy Osbourne,,,,53294000.0,VERIFIED_CSPC
+131,Norah Jones,,,,53152000.0,VERIFIED_CSPC
+132,Paul Simon,,,,52690000.0,VERIFIED_CSPC
+133,Tracy Chapman,,,,52402000.0,VERIFIED_CSPC
+134,Boston,,,,50701000.0,VERIFIED_CSPC
+135,Destiny's Child,,,,50453000.0,VERIFIED_CSPC
+136,Spice Girls,,,,50153000.0,VERIFIED_CSPC
+137,Avril Lavigne,,,,47942000.0,VERIFIED_CSPC
+138,Jennifer Lopez,,,,47296000.0,VERIFIED_CSPC
+139,Cranberries,,,,47146000.0,VERIFIED_CSPC
+140,Imagine Dragons,,,,45899000.0,VERIFIED_CSPC
+141,NSYNC,,,,45642000.0,VERIFIED_CSPC
+142,Foo Fighters,,,,44775000.0,VERIFIED_CSPC
+143,Travis Scott,,,,43586000.0,VERIFIED_CSPC
+144,Cream,,,,42262000.0,VERIFIED_CSPC
+145,TLC,,,,41644000.0,VERIFIED_CSPC
+146,Sam Smith,,,,40697000.0,VERIFIED_CSPC
+147,Take That,,,,39485000.0,VERIFIED_CSPC
+148,Kelly Clarkson,,,,39105000.0,VERIFIED_CSPC
+149,Selena Gomez,,,,38387000.0,VERIFIED_CSPC
+150,Billie Eilish,,,,37918000.0,VERIFIED_CSPC
+151,Kylie Minogue,,,,37683000.0,VERIFIED_CSPC
+152,Ace of Base,,,,36127000.0,VERIFIED_CSPC
+153,Xuxa,,,,36061000.0,VERIFIED_CSPC
+154,No Doubt,,,,35898000.0,VERIFIED_CSPC
+155,Juice WRLD,,,,35777000.0,VERIFIED_CSPC
+156,System Of A Down,,,,35703000.0,VERIFIED_CSPC
+157,Ike & Tina Turner,,,,35081000.0,VERIFIED_CSPC
+158,Amy Winehouse,,,,35066000.0,VERIFIED_CSPC
+159,EXO,,,,35007000.0,VERIFIED_CSPC
+160,George Harrison,,,,33907000.0,VERIFIED_CSPC
+161,Lana Del Rey,,,,33728000.0,VERIFIED_CSPC
+162,Dua Lipa,,,,32962000.0,VERIFIED_CSPC
+163,Sublime,,,,32642000.0,VERIFIED_CSPC
+164,Gorillaz,,,,32616000.0,VERIFIED_CSPC
+165,Evanescence,,,,32430000.0,VERIFIED_CSPC
+166,Dido,,,,32028000.0,VERIFIED_CSPC
+167,Shawn Mendes,,,,31498000.0,VERIFIED_CSPC
+168,Arctic Monkeys,,,,30948000.0,VERIFIED_CSPC
+169,Carrie Underwood,,,,30828000.0,VERIFIED_CSPC
+170,James Blunt,,,,29877000.0,VERIFIED_CSPC
+171,Blackpink,,,,27186000.0,VERIFIED_CSPC
+172,Demi Lovato,,,,26716000.0,VERIFIED_CSPC
+173,Björk,,,,26305000.0,VERIFIED_CSPC
+174,Avicii,,,,26147000.0,VERIFIED_CSPC
+175,Cardi B,,,,23365000.0,VERIFIED_CSPC
+176,Fugees,,,,23106000.0,VERIFIED_CSPC
+177,Harry Styles,,,,22997000.0,VERIFIED_CSPC
+178,Ms. Lauryn Hill,,,,22738000.0,VERIFIED_CSPC
+179,Renaud,,,,22558000.0,VERIFIED_CSPC
+180,Gwen Stefani,,,,21496000.0,VERIFIED_CSPC
+181,Charlie Puth,,,,20439000.0,VERIFIED_CSPC
+182,Lin-Manuel Miranda,,,,19951000.0,VERIFIED_CSPC
+183,Macklemore,,,,19478000.0,VERIFIED_CSPC
+184,Morgan Wallen,,,,19433000.0,VERIFIED_CSPC
+185,Doja Cat,,,,19381000.0,VERIFIED_CSPC
+186,Aaliyah,,,,18679000.0,VERIFIED_CSPC
+187,Olivia Rodrigo,,,,18453000.0,VERIFIED_CSPC
+188,Meghan Trainor,,,,16847000.0,VERIFIED_CSPC
+189,The Yardbirds,,,,16792000.0,VERIFIED_CSPC
+190,Little Mix,,,,16640000.0,VERIFIED_CSPC
+191,SZA,,,,16511000.0,VERIFIED_CSPC
+192,Traveling Wilburys,,,,16099000.0,VERIFIED_CSPC
+193,Ringo Starr,,,,15767000.0,VERIFIED_CSPC
+194,Fergie,,,,14946000.0,VERIFIED_CSPC
+195,Lorde,,,,14341000.0,VERIFIED_CSPC
+196,Will.i.am,,,,14160000.0,VERIFIED_CSPC
+197,Lewis Capaldi,,,,12874000.0,VERIFIED_CSPC
+198,Lil Nas X,,,,12721000.0,VERIFIED_CSPC
+199,Carly Rae Jepsen,,,,11609000.0,VERIFIED_CSPC
+200,Sabrina Carpenter,,,,11385000.0,VERIFIED_CSPC
+201,Buffalo Springfield,,,,11320000.0,VERIFIED_CSPC
+202,Blind Faith,,,,10097000.0,VERIFIED_CSPC