0704-883-0675     |      dataprojectng@gmail.com

AN ANALYSIS OF SUBSTANCE USE RELATED LYRICS IN TWITTER SPACE

  • Project Research
  • 1-5 Chapters
  • Abstract : Available
  • Table of Content: Available
  • Reference Style: APA
  • Recommended for : Student Researchers
  • NGN 3000

Abstract

Drug epidemics have been a major problem in the United States for decades. As of August 2022, recreational marijuana can be legally purchased in 19 states in the U.S and medical marijuana is legal in 37 states [1]. The forward legalization of marijuana in states is a factor of increasing social media content about marijuana use among young adults [2][3]. Widespread promotion of alcohol, tobacco and substances in social media and other forms of entertainment change social norms [4][5]. A number of research groups study drug abuse contents on social media such as Instagram, Reddit, YouTube, Facebook and Twitter. Some researchers study drug abuse in popular songs and popular music videos. Yet none have discussed drug abuse lyrics on social media. In this study, we carry out our novel detection of drug-related lyrics on Twitter through two different approaches, the SmithWaterman algorithm [6] and natural language processing algorithm. We analyzed over 1.3 billion publicly available tweets from 2016 and 2017 to identify substance use lyrics. We collected 101,117 tweets that are references to substance use lyrics. The local sequence alignment algorithm or the Smith-Waterman algorithm can identify drug abuse lyrics with accuracy up to 81% where a machine learning algorithm, Long Short Term Memory (LSTM), can identify with accuracy up to 48.9%.




FIND OTHER RELATED TOPICS


Related Project Materials

ASSESSMENT OF THE VIABILITY OF COMMUNITY RESOURCE CENTRES AS ALTERNATIVE SCHOOL IN PROMOTING GIRL CHILD EDUCATION IN KADUNA STATE-NIGERIA

ABSTRACT

This study assessed the viability of community resource centres as alternative school in promoting girl child education in Kadun...

Read more
AN INVESTIGATION INTO THE FACTORS THAT INFLUENCE STUDENTS MISBEHAVIOUR AND FACTORS THAT DETERMINE QUALITY EDUCATION IN NIGERIA TERTIARY INSTITUTIONS

ABSTRACT

This study was carried out to study the factors that influence students misbehaviour and...

Read more
NEGATIVE IMPACTS OF THE USE OF ANDROID PHONES ON THE ACADEMIC PERFORMANCE OF SECONDARY SCHOOL STUDENTS IN SIERRA LEONE (A CASE STUDY OF GOVERNMENT TECHNICAL SECONDARY SCHOOLS)

​​​​​​​BACKGROUND OF THE STUDY

In our contemporary environment, advances in technology cause individuals all over the wo...

Read more
ASSESS THE CONTRIBUTIONS OF IBIBIO WOMEN TO THE DEVELOPMENT OF THE COLONIAL ECONOMY (1900-1960)

ABSTRACT

The broad objective of this study is to make a contribution to the subject matter of women in...

Read more
THE IMPACT OF EARLY CHILDHOOD EDUCATION ON MULTILINGUAL LANGUAGE ACQUISITION

 ABSTRACT: The impact of early childhood education on multilingual la...

Read more
COMPARING THE STRENGTH AS BLOCKS MADE FROM CEMENT AND LATERITIC SOIL, CEMENT AND RED EARTH, LATERITE, SAND AND RED EARTH

ABSTRACT

 

          This case study is “...

Read more
ASSESSING THE MINERAL AND GEOTHERMAL POTENTIALS OF PART OF KOGI STATE, NIGERIA

ABSTRACT

The Mineral and Geothermal Potentials of part of Kogi State was investigated through the interpretation of aeromagnetic and radi...

Read more
SECRETARY AND THE EFFECTS OF NEW OFFICE TECHNOLOGIES ON RECORD KEEPING MANAGEMENT

ABSTRACT

Human relations within an organization cease only on employee. This study was therefore conducted to find out t...

Read more
AN ASSESSMENT OF FINANCIAL STATEMENT AND ITS USEFULNESS IN ASSESSING THE PERFORMANCE OF AN ORGANIZATION

Background Of Study

A farmer who planted corps expects results, just as a student who waits for an exam does. The same m...

Read more
THE UNPROFESSIONAL BEHAVIOUR OF THE NIGERIA POLICE DURING THE ENDBADGOVERNANCE PROTEST IN ABUJA

THE UNPROFESSIONAL BEHAVIOUR OF THE NIGERIA POLICE DURING THE ENDBADGOVERNANCE PROTEST IN ABUJA.

Chapter One: Introduction

1.1...

Read more
Share this page with your friends




whatsapp