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- Metascore: 88

“Lonerism” received positive reviews from critics and fans in part due to its reminiscence of '60s and '70s psychedelic rock. The record makes nods to hallucinatory sounds of decades past with the band’s . Others have compared the timbre of guitars and layering of harmony in parts of the album to  “Lonerism” garnered positive feedback from mainstream music outfits such as Rolling Stone, NME, and Spin, and received , among others.

- Metascore: 88

“Undun,” featuring vocal contributions from Bilal, Dice Raw, and Big K.R.I.T., marks The Roots’ debut concept album. (inspired by Sufjan Stevens’ track “Redford”), a young black man who resorts to selling drugs to escape a life of poverty. Stevens also took part in composing and producing the record. The story maintains narrative cohesion even as it unfolds in reverse chronological order. Los Angeles Times music critic Ernest Hardy wrote that the album brings , including (or especially) the borough of contemporary hip-hop.”

- Metascore: 88

FKA twigs' sophomore effort tailed her first release by five years. The British songwriter , in biblical teachings and pop culture, to zoom in on FKA twigs' sexuality and public perception. While working on the album, the artist's then-relationship with "Twilight" star Robert Pattinson was under heavy public criticism and she was recuperating from the removal of uterine fibroids.

- Metascore: 88

"Designer" is Aldous Harding’s folk-infused third record. Multiple music critics commented on the  including the line, “The wave of love is a transient hut/The water’s the shell and we are the nut.” John Parish, who helmed the production of Harding’s previous record, returned to produce “Designer.” Harding’s trademark quirkiness comes through in the music video for “The Barrel,” in which she stares directly into the camera for much of the time.

- Metascore: 88

A follow-up to "Run the Jewels 2," the third album from duo Killer Mike and El-P includes guest performances from several hip-hop/R&B vets, such as Danny Brown, Joi, and saxophonist Kamasi Washington. A critic for the Chicago Tribune described "RTJ3" as , even as it celebrates the almost telepathic collaboration between two of the era's most gifted MC's." The hands that appear in each album's cover art represent different things; for "RTJ3," the duo said that the gold hands, represented without the bandages or chain from other album art, signifies  The album art for "RTJ3" in January 2018 won for  in the Best Art Vinyl Awards.

- Metascore: 88

Barnett’s debut full-length album received serious acclaim from the big-name music magazines, with many calling it very listenable and a great first record. To that end, Everett True of The Guardian said  and others to Lou Reed and Nirvana.

- Metascore: 88

The fifth studio album by St. Vincent (aka Annie Clark) , clocked in at , and garnered frequent mentions in 2017 best-of lists. Produced by Clark and Jack Antonoff, “Masseduction” features multiple musical guests, such as Doveman on piano, Kamasi Washington on saxophone, and Jenny Lewis on vocals. voice memos, and bits of melodies that Clark happened upon while traveling.

- Metascore: 88

Radiohead’s first studio album since 2011 features strings and choir sections performed by the London Contemporary Orchestra. Thematically, , notably how one maintains humanity in an ambivalent, cold world. Some critics believe that of over 20 years, Rachel Owen, while other more apparent themes include  and the perils of groupthink. Stylistically, the record boasts several genres, including

- Metascore: 88

“Bad as Me” was Waits’ first album  to be composed entirely of new songs. A long list of musical stars lent their talents to the album, including Keith Richards, Marc Ribot, Flea, and Les Claypool. Critics greeted the album with open arms. Waits’ wife, Kathleen Brennan, co-produced the record with him.

- Metascore: 88

Julia Holter's musical works are steeped in symbolism and inspiration, but the subject matter of "Loud City Song" deviates from Holter's two previous albums.  by Euripides, and . "Loud City Song"  and takes a hard look at society's . 

- Metascore: 88

Regarding “Divers,” Newsom said in an interview that because she wanted each song to change dramatically in instrumental flavor. On this highly collaborative album, members of the City of Prague Philharmonic Orchestra played on the album. Noah Georgeson, who has worked with Devandra Banhart and The Strokes, took part in producing, and Nico Muhly was one of many arrangers. 

- Metascore: 88

This southern rock band’s 11th studio album is laden with political commentary, unsurprising considering the state of politics in the year of its release. The collection of songs began inciting arguments before the record was even released. To single out a couple, the song “Surrender Under Protest” , and “What It Means” centers on the shootings of Trayvon Martin and Michael Brown.

- Metascore: 88

Experimental rock band Swans’ 13th collection of songs features multiple musical contributors, including Cold Specks, St. Vincent, and Little Annie on vocals, and current King Crimson drummer Bill Rieflin. Amid glowing reviews from critics, many compared the record to the group’s previous album “The Seer.” All of the record’s tracks exceed seven minutes in length, the longest being “Bring the Sun/Toussaint L’Ouverture” at just over 34 minutes.

- Metascore: 89

Fiona Apple brought her trademark eccentricity and eloquent lyric-writing to “The Idler Wheel…,” the name of which, like “When the Pawn…,” is a snippet of a poem that she wrote. leading up to its release.

- Metascore: 89

"" rides on a variety of musical styles, including R&B and jazz. The album also features a chopped hip-hop mixing method that originated in Houston hip-hop culture in the 1990s. It also , Solange Knowles' childhood neighborhood. Several collaborators joined Knowles in the production, including John Key, the group Standing on the Corner, and Pharrell. Many musicians contributed vocals, like Playboi Carti, Panda Bear, The-Dream, and Dev Hynes, among others. 

- Metascore: 89

The precursor to “When I Get Home,” Knowles’ third album "A Seat at the Table" is the product of songwriting that started as early as 2008. The album includes , such as Lil Wayne, Q-Tip, Kelly Rowland, The-Dream, and Kelela. Raphael Saadiq and Troy Johnson also took part in its production. , and their associated protests, for the record’s opening track “Rise.” 

- Metascore: 89

Musgraves said that part of the inspiration for “Golden Hour” came from the solar eclipse that happened in the summer of 2017. The record scored multiple Album of the Year and Grammy awards, placed on dozens of year-end lists, and was highly lauded by critics.

- Metascore: 89

This second musical oeuvre by French songwriter Héloïse Letissier, aka Christine and the Queens, now shortened to Chris, exists in both English and French language versions. Letissier’s 2014 record “La Chaleur Humaine” dealt with motifs ranging from queer identity to depression; since then, the singer started becoming a different version of herself with a new look and outward eroticism. In an interview with Pitchfork, she discussed the song “Doesn’t Matter,” one of her more exposed tracks, as pulling back the curtain on the song’s fictional character, the sun stealer. In my mind, he was male, and it’s unclear if I want to become that person, or love that person, or be a brother to that person.”

- Metascore: 89

Like many great albums, “Big Fish Theory” is the product of several collaborations and guest appearances. It features vocals from Kendrick Lamar, Kilo Kish, and Dolla Sign. Producers include duo Christian Rich, SOPHIE, Justin Vernon, and Flume. Musically, , a style most prominently linked to the Belleville Three, who incorporated elements of sci-fi and Afrofuturism into their music. 

- Metascore: 89

Prior to recording this mixtape, Chance the Rapper delved back into religion upon learning that . Many critics raved about the use of gospel choirs melding with hip-hop and rap on the record, which also features Jamila Woods, Lil Yachty, 2 Chainz, and a host of other musicians.

- Metascore: 89

Olsen’s fourth full-length album features diverse instrumentation, including a small string orchestra, vibraphone, trumpet, trombone, and flugelhorn, with arrangements by Ben Babbitt and Jherek Bischoff and production by John Congleton. The album received beautiful reviews from most critics and peaked at #52 on the U.S. Billboard 200. 

- Metascore: 89

When working on the track “Nandi,” the first piece that would be part of “Black Origami,” producer Jlin noted  In making the title track, Jlin again tapped into something she had never made before and kept going until the sound she was achieving resonated with her. Musically, the album is amelodic, built on abrupt changes in rhythm and atmosphere. The album is percussive with some aggressively looped vocals, and its stylistic . 

- Metascore: 89

The 15th record by British grindcore band Napalm Death was recorded in piecemeal in order to accomplish according to singer Mark Greenway. The video clip that corresponds with the song , while elsewhere the band takes aim on social injustices such as human exploitation. 

- Metascore: 89

In the first month Kiwanuka’s third record was available, it placed on U.S., European, and Australian music charts. The album clocking in at . Pitchfork described the record as seemingly  

- Metascore: 89

Robyn's eighth full-length record boasts collaborations with Joseph Mount (Metronomy), Adam Bainbridge (Kindness), longtime collaborator Klas Ahlund, and others. Robyn started working on songs for the album in 2015 . The record delves into multiple styles, including what The New York Times referred to as  as well as "playful '90s house."

- Metascore: 89

The second record by hip-hop outfit Run the Jewels received serious accolades from critics, many of whom thought it outshone its predecessor. The album scored praise for its layered production, Killer Mike and El-P’s stellar lyric-writing, and its long list of guests, including Gangsta Boo, Despot, Diane Coffee, and Boots. The duo released a free parody remix of the record comprised of beats consisting of cat sounds, called

- Metascore: 89

Although this metalcore band wrote 18 songs for their ninth studio record, only 13 made the cut due to the fact that its members failed to agree on which songs were their best. The songs that didn’t make the album were published on the 2018 EP “Beautiful Ruin.” Critics generally liked the record, which was named in several lists of the best metal and generally best albums of 2017. 

- Metascore: 89

Songwriter and poet Woods’ second album was released to widespread applause. Every track on the record pays : all people who helped shape Woods as a creator and activist. Such names include Nikki Giovanni, Zora Neal Hurston, James Baldwin, and Muddy Waters. In contrast to some of the big names who contributed their voices to her previous record, Woods collaborated with up-and-comers Saba, Nitty Scott, and Nico Segal. Elizabeth Woronzoff of Pop Matters said of the record, calling for an empowered self-identity despite marginalizing and oppressing conditions.”

- Metascore: 89

Clark described her fourth record as  While “Strange Mercy,” her 2011 release,  this 2014 self-titled record is “more confident... very extroverted.” Homer Steinweiss of Sharon Jones and the Dap-Kings contributed his drumming chops to the record, as did McKenzie Smith of the folk-rock band Midlake.

- Metascore: 90

Frahm used multiple recording techniques to make "Spaces," . He strove to channel the specific vibes of the different venues in which he recorded the tracks on "Spaces." 

- Metascore: 90

Big Boi’s first solo album outside of his work with Outkast features multiple guest rappers and producers, including his former hip-hop partner Andre 3000, Organized Noize, T.I., Janelle Monáe, and Jamie Foxx. In this release, Big Boi successfully reached his goal to weave " into the record. Musically, “Sir Lucious Left Foot” hits on a large range of genres, including  and .

- Metascore: 90

Following almost 10 years away from making music as Sleater-Kinney, with Fred Armisen and Tucker’s husband, Lance Bangs. Armisen and Bangs were very encouraging when Tucker outwardly wondered if they would play another show as Sleater-Kinney. The thematic backbone of the record’s songs . 

- Metascore: 90

In contrast to Stevens’ previous album, “The Age of Adz,” the songs on “Carrie & Lowell” are rooted in folk music and comprised of relatively scant instrumentation compared to his tendencies toward lush orchestral arrangements and various electronica. who struggled with substance abuse and depression and who abandoned Stevens when he was a baby. 

- Metascore: 91

"We Got It From Here..."  followed Tribe's breakup, with bandmembers Tribe member Phife Dawg died the same year the record came out. Kendrick Lamar, André 3000, Elton John, Talib Kweli, and Kanye West were among several vocal and instrumental contributors to the album. "We Got It From Here..." topped the Billboard 200 chart and .

- Metascore: 91

"The ArchAndroid," Monáe's first full album, marks the second and third installments of her Metropolis concept series, which started with the EP "Metropolis: The Chase Suite." The series is partially inspired by the 1920s film "Metropolis." "The ArchAndroid" , liberating the androids of Metropolis from a secret society that uses time travel to revoke the Metropolites of their freedom. Rooted in Afrofuturism, Monáe up to that point had been .

- Metascore: 91

Lamar made this second studio album along with contributing rappers Mary J. Blige, Jay-Z, and Drake. Album producers include Pharrell Williams and Dr. Dre, who doubled as a producer and vocalist. Lamar said that through this record. Critics compared the style of the album to and

- Metascore: 91

Lorde’s electropop-driven second record, departs from her minimalist approach in “Pure Heroine.” Lorde and Jack Antonoff produced the album and sought creative advice from Flume, Frank Dukes, Joel Little, and S1. Critics commended Lorde for her emotive vocal performance on the record, which she said was . While “Melodrama” deals with the struggle of being alone after a breakup, “...there’s that moment where a great song comes on, and you’re ecstatic, and then there’s the moment later on where you’re alone in the bathroom, looking in the mirror, you don’t think you look good, and you start feeling horrible.”

- Metascore: 91

The fourth record by Pennsylvania-born songwriter Weyes Blood, aka Natalie Laura Mering, is . Stylistically, Mering’s songwriting on this record was influenced by and chamber pop, as evidenced by the use of strings. 

- Metascore: 92

On “Channel Orange,” Frank Ocean freely jumps from one genre to another, from make up part of the narrative content of the record’s songs. When critics started outwardly discussing Ocean’s material on the record as an indication of his sexual orientation, he published a letter via Tumblr in which he described his experiences of falling for another man. Ocean collaborated with songwriter and producer Malay to make the record. To tap into specific moods while creating the album, and others from that era.

- Metascore: 92

Released just 19 days before Cohen's passing in 2016, the songwriter's last work hangs on themes of mortality and religion. In the years before writing the album,  and other physical ailments.  when his producer Patrick Leonard ran into personal issues. Some of the musicians who played and sang on the record include Alison Krauss, Bill Bottrell (Madonna, Electric Light Orchestra), Brian Macleod, the Shaar Hashomayim Synagogue Choir, and others. Among accolades and analyses from critics, an NPR critic said that "You Want it Darker" is largely rooted in 

- Metascore: 92

The second album by metal duo George Clarke and Kerry McCoy, joined by drummer Dan Tracy, is comprised of layered distorted guitars, frequent use of a whammy bar to create a sort of light-headed effect, as well as close-micing of drums for upbeat sections in order to achieve a production than on their first record. The album contains four full-length songs and three interludes, one of which features one of Clarke’s favorite books. Before the album hit digital and physical shelves, it was named in lists of the best albums of 2013 by the likes of Rolling Stone, Spin, Absolute Punk, and others.

- Metascore: 92

“Lemonade” was Beyoncé’s second visual album and her sixth studio album. The 65-minute film that accompanies the album incorporates poetry and prose by Somali poet Warsan Shire, as well as appearances by Afro-French Cuban musical duo Ibeyi, actress Amandla Stenberg, and Serena Williams. The . A slew of musical contributors graced the album with their voices, including Jack White, Kendrick Lamar, James Blake, and The Weeknd. Among the multiple awards and widespread kudos the album received, The Chicago Tribune described “Lemonade” as It’s the work of an artist who is trying to get to know herself better, for better or worse, and letting the listeners/viewers in on the sometimes brutal self-interrogation.”

- Metascore: 93

Noname’s debut record following her mixtape “Telefone” documents her move from Chicago to L.A., and her first sexual experiences. The rapper, whose given name is Fatimah Warner, referred to her mixtape as  which contains overt expressions of her sexuality. Produced by Phoelix, the record boasts live instrumentation, including keys, bass, drums, and strings,  Critics had great things to say about the record; the A.V. Club called it “ 

In spite of her success, following the release of her upcoming album, "Factory Baby." 

- Metascore: 93

Phil Elverum is the man behind Mount Eerie, whose eighth record chronicles the loss of his wife, musician, and artist Geneviève Castrée, who died of pancreatic cancer. Elverum drew inspiration in part from  The record is a veritable diary in its . The Atlantic described the record as Elverum wrote and recorded the record himself

- Metascore: 94

West worked on this fifth record in the wake of public controversy surrounding his outburst in 2009 at the MTV Video Music Awards when he interrupted Taylor Swift's award of Best Female Video by proclaiming Beyoncé should have won instead. An arsenal of big-name musicians can be heard on the record, including Jay-Z, Pusha T, Kid Cudi, Nicki Minaj, Common, and a bundle of others. Numerous critics commented on the , and others dubbed it grandiose and Narratively, motifs of pervade the record, as well as a collage of musical samples and

- Metascore: 95

A follow-up to the band’s 2013 record “Push the Sky,” this 16th record saw production from Nick Cave, Nick Launay, and Warren Ellis. Among many attributes, critics noted that the songs on the album are much more than the group’s past projects. Lyrically, the songs are rooted in motifs of death and loss, though the previous year. Many critics described the record as beautiful, grief-stricken, and vulnerable, lauding Cave’s adeptness at in the words of one Rolling Stone journalist.

- Metascore: 95

D’Angelo made “Black Messiah” after a 14-year musical hiatus and disappearance from the public eye. A barrage of occurrences gave way to this retreat, including , and . Following some guest appearances and solitary production work, D’Angelo started to solidify songs for the new album in collaboration with Questlove, Pino Palladino, and James Gadson. Questlove described the record as He also commented on D’Angelo’s innovative use of music patches on the record, especially on the track “The Charade,” which included a trombone patch that D’Angelo

- Metascore: 95

Kendrick Lamar’s fourth song compilation rides on elements of  as well as  In making the song “DNA” with Mike Will Made It (Michael Len Williams II), one of a slew of producorial collaborators, Lamar rapped over half the song to an existing beat and then started rapping the rest a cappella.  In addition to “DAMN.” garnering multiple awards and mentions in year-end lists, critics gushed about it, one of whom said that what catapults Lamar’s poetry on “DAMN.” to a higher level 

- Metascore: 96

Before releasing this follow-up to “Good Kid, M.A.A.D. City,” Lamar spent time in South Africa, where he paid a visit to Nelson Mandela’s jail cell on Robben Island, among other important historical places. Having abandoned a couple of albums’ worth of songs,  and started listening to musicians such as Miles Davis and Sly Stone, weaving some of those styles into his record. As a whole, the album fosters a conversation about the systemic problems faced by the African American community. To that effect, , in part after a group of people started singing its chorus at one such protest in Cleveland in 2015. Critics widely praised the record, calling it extremely politically timely, and singling out Lamar’s lyrics and 

- Metascore: 97

This double album is the third installment of a three-part album series consisting of 2013's "Push the Sky Away" and 2016's "Skeleton Tree." Via a blog series called The Red Hand Files in which Cave answered questions from fans, he stated that the songs on the first of the two parts  In writing the lyrics of the album, which he worked on after his teenage son's passing in 2015, Cave changed up his routine and compiled  in his Brighton home. He explained his philosophy:  Elizabeth Aubrey of NME said that "Ghosteen"