Publications by Janvich Vanichpipat
Problem Set #1 - `dplyr` basics
Directions During ANLY 512 we will be studying the theory and practice of data visualization. We will be using R and the packages within R to assemble data and construct many different types of visualizations. Before we begin studying data visualizations we need to develop some data wrangling skills. We will use these skills to wrangle our data i...
2688 sym R (7348 sym/17 pcs)
Problem Set #2 - Introduction to Data Visualizations
Directions In this chapter we discussed why well-designed data graphics are important and we described a taxonomy for understanding their composition. The objective of this assignment is for you to understand what characteristics you can use to develop a great data graphic. Each question is worth 5 points. To submit this homework you will create ...
6264 sym 2 img
Problem Set #3 - ggplot2 basics
Directions During ANLY 512 we will be studying the theory and practice of data visualization. We will be using R and the packages within R to assemble data and construct many different types of visualizations. We begin by studying some of the theoretical aspects of visualization. To do that we must appreciate the basic steps in the process of mak...
2791 sym 7 img
Problem Set #4 - More `ggplot2
Directions The objective of this assignment is to complete and explain basic plots before moving on to more complicated ways to graph data. To ensure accuracy pay close attention to axes and labels, you will be evaluated based on the accuracy and expository nature of your graphics. Make sure your axis labels are easy to understand and are compri...
1931 sym 6 img
Lab 1 - Dashboards and Dashboarding Theory
ANLY 512 Lab 1 Janvich Vanichpipat Intro text Introduction: This dashboard objectives is to purchase ETF for key objective of maximizing profits. ETF (exchange-traded fund) is a type of pooled investment security that operates much like a mutual fund. The factors that will be used to analyze are P-E Ration, Dividend Yield, and Market Cap....
1139 sym R (3956 sym/1 pcs) 4 img
Lab 2 - Data Exploration and Analysis
ANLY 512: Lab 2 Janvich Vanichpipat Question 1 Inputs Question 1 What has happened to the global temperature over its history? Figure 1.1 shows the changes in global surface temperature compared to the long-term average from 1951 to 1980. As we can see, earth’s global average surface temperature in 2020 tied with 2016 as the hottest y...
3107 sym R (11107 sym/1 pcs) 10 img
Course Project - The Quantified Self (QS)
ANLY 512-91 - Course Project Janvich Vanichpipat Overview Inputs Introduction This course project focuses on tracking and monitoring heart rate and activity data to analyze and check if it is normal or not. The dashboard consists of five project questions mainly on various parameter of heart rate and calories burned per day. The range o...
5690 sym R (12653 sym/1 pcs) 10 img