Music Classification and Mental Health Analysis using Exploratory Data Analysis

When words are insufficient, music communicates, as Hans Christian Andersen famously stated. A new level of imagination that some people believe paradise may be reached through music, which has immense power. Human emotions influence the music they listen to, and the music preferences also influence the human emotions. Preferred music type or the type of music selected to listen to would change depending on the emotional state. For example, while feeling sad, people prefer listen to slow tunes to feel those blues. For inspiration, people prefer pop songs. While feeling sentimental and want to recall a fun moment, people listen to songs that are filled with memories. Listening a type of music can be influenced by all of these feelings/emotions. Music therapy employs music to meet the social, emotional, cognitive, and physical needs ofa group or an individual. Some of the exercises include guided visualization, songwriting, playing an instrument, drumming, and listening to tunes. People of all ages, whether experts or tonedeaf, ill or in excellent condition, can benefit from music therapy. The mind, body, brain, and behavior are all impacted by music therapy in different ways. For instance, music may alter our mood, slow down our body's rhythms, and distract our attention, all of which can affect how people behave. This study aims to identify if any correlations exist between an individual's music taste and their self-reported mental health. In theory, these results might help to influence the use of music therapy or just offer fascinatinginsights into the human mind.