assignment-2-Antelope270

assignment-2-Antelope270 created by GitHub Classroom

1. What is included in the assigment?

• A python file named final app.py
• A screencast recoding video of the app
• A spotify song dataset: spotify_dataset.csv
• A image of spotify logo: spotify.gif
• A README.md file which explain the description of the goals, rationale for my design decisions and overview of my development process.

2. What is the goal of this app?

Use the dataset Spotify Top 200 Charts (2020-2021) to:

• Provide users a interactive line chart to display explorable data relationships between Audio features (Danceability, Acousticness, Energy, Valence)
• Provide users interactive sliders to select value of Danceability, Acousticness, Energy, Valence to select user's desirable songs.

3. Overview of my development process

• Import the data set and build a title
• Clean the data (some of the columns have NaN and ' ')
• Adjust the data types (to string or float)
• Reset the index of data
• Make relationship line chart between song features and popularity
  • Make a selectbox between song features: Danceability, Acousticness, Energy, Valence
  • Draw 4 song featured line charts for selection outcome
• Make sliders filter
  • Draw 4 sliders for dragging
  • Display the filtered song table