Music Streaming Data Analysis


Portée du projet
Catégories
Visualisation des données Analyse des données Data scienceCompétences
data cleansing statistical analysis data science user research behavioral analytics service improvement service improvement planning data analysis statistics datasetThe Music Matters Club is seeking to understand the listening habits of its members to enhance their music streaming service. The project involves analyzing a dataset of music streaming activity to identify trends and patterns in user behavior. The goal is to provide insights into the most popular genres, peak listening times, and user demographics. This analysis will help the club tailor its offerings to better meet the preferences of its audience. The project will require students to apply their knowledge of data analysis techniques, including data cleaning, statistical analysis, and visualization, to draw meaningful conclusions from the data. The project is designed to be completed by a team of learners from a data science or statistics program.
The deliverables for this project include a comprehensive report detailing the findings of the analysis, supported by visualizations such as charts and graphs. Additionally, a presentation summarizing the key insights and recommendations for the Music Matters Club will be required. The report should highlight trends in music preferences and suggest potential areas for service improvement.
Fournir des connaissances spécialisées et approfondies et l'industrie générale des idées pour une compréhension globale.
Partager des connaissances sur des compétences techniques spécifiques, des techniques, méthodologies requises pour le projet.
Implication directe dans les tâches du projet, en offrant des conseils et démonstration de techniques.
Donner accès aux outils, logiciels et ressources nécessaires pour la réalisation du projet.
Enregistrements programmés pour discuter des progrès, relever les défis et fournir des commentaires.
Causes prises en charge
Les défis mondiaux auxquels ce projet s'attaque, en accord avec les objectifs de développement durable (ODD) des Nations unies. En savoir plus sur les 17 ODD ici.
À propos de l'entreprise
Music Matters Club is a non-profit organization with a collection of programs that aims to educate people about the value of music and their own self worth. Through concerts, programs and festivals, young people around North America will have the opportunity to broaden their horizons within the music industry.
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