WEIRDLAND: Quantitative Sentiment in Music, Buddy Holly

Tuesday, March 05, 2019

Quantitative Sentiment in Music, Buddy Holly


The expression of anger and sadness in pop music lyrics is on the rise, according to a recent quantitative analysis of the emotional sentiment contained in over six thousand songs that reached Billboard’s “Hot 100” between 1951 and 2016. This paper, “Quantitative Sentiment Analysis of Lyrics in Popular Music,” was recently published in the Journal of Popular Music Studies (on December 4, 2018). Notably, chart-topping songs released during the mid-1950s were the least angry during the entire sixty-six-year timespan of this pop music analysis except for the three years between 1982-1984. So, what happened since 1955? First, timbral variety went down. That means that songs are becoming more and more homogeneous. Pop music kind of sounds the same nowadays. The study also found that the number of chords and different melodies has gone down. 


The researchers based their analysis on the Million Song Dataset—of songs from nearly 45,000 artists. Of the million songs therein, 464,411 came out between 1955 and 2010 and include data on both the sonic characteristics and the year of release. In another parallel study, 6,150 songs from Billboard's Hot 100 charts were analyzed using a text-mining program called "Tone Analyzer" (which is part of the computational linguistic tools in the IBM Watson developer cloud) to conduct an automatic analysis of the "tone" of sentiments (e.g., emotions, feelings, attitudes) found in written text such as published song lyrics. “Although love and romance have always been the most dominant topic of popular music, lyrics have changed significantly across the decades, reflecting social and political changes,” the authors said. “In general, the results show a clear trend toward a more negative tone in pop music lyrics, with a more significant change around the early 1990s. That trend can also be explained by changes in social values, reflected through changes in mainstream popular music. The results show that anger, disgust, fear, sadness, and conscientiousness have increased significantly, while joy, confidence, and openness expressed in pop song lyrics have declined.”


There were two quirky anomalies in the statistical analysis that bucked overall trends of increasing anger and sadness in Hot 100 songs from 1951-2016. Surprisingly, the researchers found that Top 40 songs released between 1982-1984 were less angry compared to any other period in modern pop music, except the 1950s. Another exception to general trends occurred in the mid-1970s, when there was a dramatic spike in Hot 100 songs expressing joy. (e.g., "Love Will Keep Us Together" by Captain & Tennille was one the most popular songs of 1975). The findings, published online on Scientific Reports, show that some trends do emerge over the decades—most of them not necessarily good. Unfortunately, anger started to skyrocket in song lyrics as the 1980s were winding down and there was more and more anger every year from the 1990s till the end of compiled analytic data in 2016. Whatever the cause, the authors conclude that “the period from the 1960s to the 1990s was a special time in popular music history.” Source: www.psychologytoday.com

Corporate takeover and subsequent ownership of the music industry has eliminated most meaning in an art-form that once thrived. Modern pop music is simply the soundtrack for the moguldom that has become the end-game. If there is an 'underground' scene it might never surface for fear of being bought. As David Leonhardt explains, “For Americans under the age of 40, the 21st century has resembled one long recession. This loss of dynamism hurts millennials and the younger Generation Z, even as baby boomers are often doing O.K. Because the layoff rate has declined since 2000, most older workers have been able to hold on to their jobs. For those who are retired, their income—through a combination of Social Security and 401(k)’s—still outpaces inflation on average. But many younger workers are struggling to launch themselves into good-paying careers. The generational gap in both income and wealth is growing.” 1989 was a turning point when the cumulative change in inflation-adjusted median net worth by age group took a significant nosedive for every generation under 55. Whatever happened to the Senate's Antitrust and Monopoly Committee? Isn't it interesting to think that we once thought monopolies to be a problem? Now we have them controlling newspapers, TV, Internet, Manufacturing, Scientific research, Pharmaceuticals, Agriculture, you name it and yet nobody bats an eye. And such monopolies are even being promoted and advanced by the majority of our government on both sides of the aisles and supported by voters. Unbelievable, isn't it?" Source: www.nytimes.com

For centuries, guitars were strung with 4 wound strings (a wire with thinner wire wound around it) and 2 plain (one wire) strings, the plain strings being the highest treble strings, E and B. Normally, the 3rd string, the G, is wound, making it a tough string to bend. An unwound G instantly makes a guitar easier to play and more expressive. And, the G string is often the string that is voicing the ‘flavor’ note in any given chord, and is also often the root string when soloing. Buddy Holly’s G string was unwound and his guitar style was one of the most profoundly pivotal moments in the history of the guitar. Like Buddy Holly, Eddie Cochran also was writing his songs using the immemorial 1-4-5 chord sequence in ways that did not use the the standard 1-4-1-5-4-1 blues sequence (even if you know nothing about music, you can understand it by humming a blues to yourself). Virtually every one of Cochran’s masterpieces utilizes those same three chords.


From 1954 onward, rock and roll advanced very quickly in the popular music and soon about 40% of the hit songs belonged to the emerging rock and roll stream. Entering the field in 1954, Decca was the first major record company that became active on the market of rock and roll music, signing Buddy Holly & The Crickets in 1957. Rock and roll scared some sectors of the American society and representatives of the establishment spoke out against it vehemently. Church officials typified the music as rebellious and warned that it would subvert American youth. As Columbia University's Dr. Meerio was moved to conclude at the time, "If we cannot stem the tide of rock and roll with its waves of rhythmic narcosis and vicarious craze, we are preparing our own downfall in the midst of pandemic funeral dances." The musical establishment incited a congressional investigation into the widespread practice of payola, by steering the investigation exclusively to those involved in producing and playing rock and roll music, making Alan Freed their designated scapegoat in the process.

Remembering Buddy by John Goldrosen is, by consensus, the best Buddy Holly bio out there, and Goldrosen does a great job digging into first-hand sources, exploring mythology and apocrypha and avoiding baseless speculation. To his credit, he speculates only as far as the facts lead him. Also, a feeling of sadness is reflected in Goldrosen's excellent account of the last hours of Holly's life, a strange and disturbing set of weird and ironic turns of fate that left three stars of '50s rock strewn lifelessly among plane wreckage. Amid the chronological facts, and Goldrosen's frequent attitude of apology for failing to capture the elusive nature of Buddy Holly, there are moments of illumination. One is a 1959 photo of Holly taken in a photo booth at the Grand Central Station, New York, in which he is sporting a sense of glee, a mischievous smile, and a cigarette dangled self consciously between his fingers—it reminds us that for all the genius and gravitas ascribed to Holly, he was still just a young man from a more innocent time when drugs and debauchery were almost unheard of. When Holly showed a temper, impatience or distance, Goldrosen suggests that came from a desire of wanting things done right, and from not tolerating those who settled for less. Holly was an introverted, well-behaved geeky kid who essentially changed an art form because, beneath his humble background, a sharp sensibility burned hot and bright. 

Philip Norman also does a remarkable job with his well-researched bio on the Lone Star's original rock star. Who could have predicted a bespectacled, unruly-haired working-class kid would actually became the early, rare 'triple-threat' of singer-songwriter-instrumentalist in the American rock music scene? What is also refreshing is that, by all the accounts documented, Holly was a genuinely decent guy—barring one brief fling with a married woman—he's otherwise presented as a good son, brother, friend, husband, and (even at his young age) show-biz mentor. His life story is certainly not boring, but thankfully the standard sleaze and scandal (Rolling Stones or Led Zeppelin type) is absent and not missed at all. On the opposite side of professional research, we have a highly inaccurate book in the "Goldman tradition" of trashing the legends of deceased musicians. Leaden with errors, Ellis Amburn's bi­ography of Buddy Holly would be merely an embarrassment if it weren’t fundamentally mean-spirited. Amburn misquoted and distorted what his sources told him—even Buddy Holly historian Bill Griggs is misquoted here—while also making up parts of a nonsensical narrative that doesn't fit Buddy Holly's personality at all. Not all sources are equally reliable and truthful, Amburn should know. The supposed “sexual” relationship—which probably never happened—of Holly with the 'wild girl' of Lubbock is mentioned by a musician named Tin­ker Carlen, a very unreliable source. 

Carlen lost all credibility when he told Amburn he had “formed the Crickets originally” and “did their book­ings”—much to the amusement of Jerry Allison (surviving member of The Crickets). Another similar case was Terry Dahlgren from Arroyo Grande, California, who once told The Tribune he had been hired in August 1958 by Holly & the Crickets to perform with them in a show in Cleveland. Dahlgren said that after that show, Holly asked him to get on the bus to tour as a member of the Crickets. Jerry Allison denied this claim in a telephone interview from his home in Tennessee saying he didn’t know Dahlgren and that the Crickets never had local performers play with them on tours. “We never had anyone fill in the tours, ever.” Allison said that details of Dahlgren’s story were untrue, including that the band traveled by bus then. “We didn’t have a bus in those days,” Allison said. Guitarist Tommy Allsup, who joined the Crickets in May 1958—and played with Holly in his final Winter Dance Party tour—also said Dahlgren never played with the group during its Summer Dance Party tour in July 1958, or Biggest Show of Stars tour in October 1958, or the Winter Dance Party tour in early 1959. “I never heard of this guy, he was not there,” said Allsup in a telephone interview from his home in Missouri. Asked if the Crickets ever had local guitarists play with the group during the tour, Allsup said, “absolutely not.”

Other fact-checking by The Tribune shows that many of the details of Dahlgren’s story conflict with the documented history of the 1958 tours of Buddy Holly and the Crickets. Told that Allsup and Allison called his story false, Dahlgren said he never played with them. “I played with Carl Bunch and Waylon Jennings in 1958 when the Crickets were touring with Holly,” he said. Documentation of the tours, however, shows that Holly didn’t tour with Bunch and Jennings in 1958. Holly did tour with Bunch, Jennings and Allsup in the 1959 Winter Dance Party tour. Dahlgren was unable to provide The Tribune with any evidence that he played with Buddy Holly and the Crickets, such as mementos, memorabilia, photos or people who could corroborate his story. In one last desperate attempt, Dahlgren said it had been in Akron when he had played with Buddy Holly. That lie was what ended with the patience of Bill Griggs and other researchers. Dahlgren was just another fake in a long line of opportunists trying to attach themselves to the rock and roll history. Source: www.sanluisobispo.com

Buddy Holly's widow threatens to sue Lubbock DJ: Portions of an email from William Clement, operator of KDAV 1590 AM, were included in his exchanges with Stephen J. Easley, the attorney representing Maria Elena Holly. Easley sent Clement a 'Cease and Desist' letter regarding a celebration in the Depot District of Lubbock called the “Buddy Holly Birthday Bash.” The letter also demanded that the station remove all mentions of Buddy Holly from their advertising, which included a picture of the statue at the Buddy Holly Museum. Clement stated that the planned festivities, scheduled to take place two days after what would be Buddy Holly’s 75th birthday, was actually being put along Buddy Holly Avenue, in the Depot District. Clement specifically listed the Melt Lounge as primary sponsor of the event. Clement continued stating that the sponsor had the right to use the Buddy Holly Avenue. Easley countered saying that “’A Buddy Holly Birthday Bash’ certainly is not within any license to rename a street.” Clement continued noting that Buddy Holly had a relationship with the station in the past, and claimed that Holly worked as disc jockey at the station in 1955-1956. KFYO News found numerous records of Holly performing and recording at KDAV-AM, but there has been nothing found that actually lists Holly as a disc jockey at the station. Multiple allegations and criticisms were made by Clement throughout his correspondence as well, and he offered to supply Ms. Holly’s attorney with “trinkets of history your client would most probably not like to be made public.” Easley reiterated the original 'Cease and Desist' demand, and expressed confidence in a favorable outcome for his client Maria Elena Holly if the issue ended up in court. Parts of the email sent to Easley from Clement alleged that Ms. Holly was a “golddigger” who was employed at Peer Southern “to entertain male entertainers,” prior to her marriage to Holly. Easley countered saying throughout the correspondence, “It is fortunate that you published the vile and defamatory statements about Mrs. Holly, reducing my burden of proving that you made them.” Source: kfyo.com

Buddy Holly had died intestate and so Maria Elena received the first $5,000 of the net estate, with the remainder being shared with his parents. Three guitars went to the Holley family with Maria Elena keeping the Gibson J-200. Buddy Holly’s claim against Norman Petty was settled in April 1959 for $40,000 and he was acknowledged as the only composer of ‘Peggy Sue’. In 1993, Holly was the only major rock’n’roller not to benefit from an officially released CD box set. Maria Elena Holly: "I have been in litigation with MCA and Universal for years. We know from that telephone conversation with Paul Cohen that Buddy’s original contract was suspect, and his one with Brunswick was as well. Norman Petty–I call him ‘The Evil Man’–had signed the contracts and he had no reason to sign on Buddy's behalf. Even in litigation, they said that someone had got into the office and ripped the signature out, a fan, and I said, ‘In your office? You know, that isn’t possible’."  Shortly after the plane crash, Paul Anka told the NME on February 13, 1959, that he had played 150 shows with Buddy Holly and he added, ‘I feel especially unhappy for Buddy’s widow Maria who, to the best of my knowledge, is expecting a baby. Buddy’s marriage was a very happy one.’ This comment confirmed Maria Elena's pregnancy and I think that Buddy simply preferred to keep it a secret amongst his family and working associates until it was further advanced.

Unfortunately, Maria Elena lost their baby. ‘It was the shock. I was in bed, and one of the young men that Buddy was recording, Lou Giordano, called me and I told him that I was still in bed. I was not feeling good in the mornings. He said, ‘Don’t put on the TV and just wait until I get there.’ Of course, I got up and put the television on and they were talking about the crash. When my aunt came in, I was running around like a demented person and that is when I lost the child.’ The conclusions of the report by the Civil Aeronautics Bound were published on 23 September 1959: "At night, with an overcast sky, snow falling, no definite horizon, and a proposed flight over a sparsely settled area with an absence of ground lights, a requirement for control of the aircraft solely by reference to flight instruments can be predicted." Musicologist Dominic Pedler (author of Songwriting Secrets of the Beatles): ‘The intuitive appreciation of musical and lyrical semantics would intensify as Lennon and McCartney’s songwriting structures matured and they began incorporating the Buddy Holly trademark of an ambitious key change within the middle eight (a musical bridge that refers to a section with a different melody or lyrics within a song). In this regard, Holly's catalogue represented essential listening for the Beatles in their formative years. Indeed, it is no surprise that the origins of several distinctive Beatles chord progressions and songwriting manoeuvres can be traced to some of their favourite Holly songs.’ Would Paul McCartney have written ‘Yesterday’ if Buddy hadn’t come up with ‘True Love Ways’? Surely not.

Michael Gray, author of the definitive book on Dylan’s music, Song and Dance Man (1981): ‘Dylan was very proud at having seen Buddy Holly on his last tour. No musician who had an interest in rock’n’roll could avoid being influenced by Buddy Holly. He was the first person who knew what he was doing – he did the writing, the arrangements, he wasn’t just a singer being moulded by a manager. Holly had rather a strange voice and he sounded like nobody else. Nik Cohn’s book, Awopbopaloobop Alopbamboom, says that Holly was the typical no-hoper that everybody liked precisely for that reason. It’s rubbish to say for Cohn that Bob Dylan can’t sing, but he can’t sing like Picasso can’t paint. They broke rules (Holly and Dylan), without taking notice of anything else. Holly’s first attempts at recording were complete failures and he was sent back to Lubbock, Texas, which is one of the most godforsaken spots in the universe, but he refused to become the small-town hick. There are several pieces by Dylan where you can hear a very strong Buddy Holly influence: Maybe Someday from Dylan's album Knocked out Loaded has a very Holly sound.’ —"Buddy Holly: Learning the Game" (2019) by Spencer Leigh

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