yaswanth_varma
Yaswanth Varma
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Data Analysis
Spotify Data Exploration
Week13
Critiquing Models and Analyses
GLMs Part 2
linear modeling and generalized linear models.
Week10
Generalized Linear Model
Week 8
ANOVA Test
Week 6 Lab
Confidence Intervals.
Data Dive — Sampling and Drawing Conclusions
The purpose of this week's data dive is to think critically about what might go wrong when it comes time to make conclusions about your data.
Probabilities and Anomalies
Week 3 excerisics on Probabilities and Anomalies.
Spotify Dataset
"Spotify Song Attributes Dataset: Exploring the Musical Landscape"
The Spotify Song Attributes Dataset is a comprehensive collection of music tracks, encompassing various genres and artist names. This dataset provides valuable insights into the world of music, allowing enthusiasts, researchers, and data scientists to delve into the characteristics and nuances of each track.
The dataset includes the author's streaming history throughout the year 2022. It consists of key features such as danceability, energy, loudness, speechiness, acousticness, instrumentalness, liveness, valence, tempo, duration, and time signature. These attributes provide a holistic view of the songs, enabling users to analyze and interpret different aspects of their musical composition.