Information Visualization
VANSHIT RAWAT
TABLEAU PROJECT
Assignment 1
Pandas is a Python library for data analysis and manipulation, which provides user-friendly data structures and tools for working with structured data, including time-series data. It also offers support for reading and writing data in various formats, such as CSV, Excel, and SQL databases. With pandas, you can easily clean, transform, and aggregate data, handle missing data, and perform statistical analysis.
Matplotlib, on the other hand, is a popular Python library for creating static visualizations. It offers a wide range of tools and functions for creating different types of charts and plots, such as line charts, scatter plots, bar charts, histograms, and more. Matplotlib is highly customizable, and you can adjust every aspect of your visualizations, from the axis labels and tick marks to the colors and styles of the lines or bars. It also supports multiple output formats, including PNG, PDF, and SVG, and can be integrated with other libraries like NumPy and pandas for data analysis and manipulation.
Wine is an alcoholic beverage produced by the fermentation of the juice of fruits, usually grapes. Grapes are naturally chemically balanced to ferment completely without requiring extra sugars, acids, enzymes or other nutrients. The process of fermentation generates chemical processes that modify the grapes’ structure and attributes. The following study presents an analysis of some wine properties. We are going to base part of our study in analyzing the differences of the attributes by wine color: red or white.
D3 stands for Data-Driven Documents. It is an open-source JavaScript library developed by Mike Bostock to create custom interactive data visualizations in the web browser using SVG, HTML and CSS. With the massive amount of data being generated today, communicating this information is getting difficult.D3 (Data-Driven Documents) is a powerful JavaScript library used for creating interactive and dynamic data visualizations on the web. It provides a range of tools and functions for manipulating data and generating various types of charts, including bar charts, line charts, scatter plots, and geographic maps. D3 allows users to bind data to HTML, SVG, and CSS elements and apply data-driven transformations to those elements, creating dynamic visualizations that change based on the data being visualized.
D3 is a popular choice for creating data visualizations because it is flexible, customizable, and can be integrated with other JavaScript libraries and frameworks for more complex web applications. By using a variety of visualizations, the D3 project was able to provide a comprehensive analysis of Netflix's performance, highlighting key insights and trends that helped the company make data-driven decisions about its business strategies
Gephi is an open-source network analysis and visualization software package written in Java on the NetBeans platform. It helps data analysts to intuitively reveal patterns and trends, highlight outliers and tells stories with their data. It uses a 3D render engine to display large graphs in real-time and to speed up the exploration.Gephi has been used in a number of research projects in academia, journalism.
