Hello again Here is my final project in the class 1. Hypothesis Description  The hypothesis analyzed states:  “From 2023 to 2031, Occupations requiring higher levels of education will experience higher percentage job growth and offer higher median wages compared to occupations with lower educational requirements in Florida.” Specifically, I focused on comparing job growth and […]

Hello!  For this assignment, I will learn to use animation visualization. Finding the dataset I wanted to play with was challenging. As always, I am able to find one using Kaggle. Please check it out; they have great datasets with which to practice. For this assignment, I will show trends where countries with higher GDP per […]

Hello, Happy Sunday!  This is another assignment and another opportunity to learn R codes. This time, I will learn the basis of Social Network Analysis.  For this assignment, I have followed the steps posted by Dr. Bharatendra Rai in YouTube titled Social Network Analysis with R | Examples. I have also used his dataset ‘networkdata.csv‘ to complete this […]

Hello and Happy Sunday! My assignment this week is to explore the work of Dr. Edward R. Tufte. I attempt to select one of the visualizations from Dr. Piwek’s posting on Tufte and C. Minard in R Links to an external site and see if I can generate one.  I have selected the Marginal histogram scatter plot. After […]

Hello again!!This assignment analyzes time series using ggplot2 in R Studio. Its purpose is to check for data trends and pattern behavior and determine the best way to visualize them. The time-series visualization I will be showing here depicts the Performance of different countries in a hot dog eating contest over several decades, from the […]

Hello again. The assignment for this week is to create multi-variates visualizations. Since my last assignment, I have wanted to explore the dataset from Kaggle about used Toyota Corolla Cars and if other variables impact the used Toyota Corolla cars. For this analysis, I will use multivariate correlation analysis. Therefore, I am focusing again on the variables “Age_08_04”, “Mfg_Year,” and […]

This week, I am happy to learn more about ggplot2. I created a correlation analysis using the Kaggle data set about Used Toyota Corolla Cars. After analyzing the data, I found a strong linear correlation between the age and price of Toyota Corolla vehicles from the dataset. To identify the correlation coefficient, I have used the Pearson method. […]

My assignment for today is: ‘Create your own visual analytics based on Distribution analysis’ Using the ‘mtcars’ dataset in R, I wanted to analyze the distribution of powerful cars using histograms. To analyze the horsepower (hp) distribution of the moderate cars, as shown in the histogram, I filtered the data for cars with horsepower between […]

Hello again. This week, we are having fun with more visualizations. This time we are encouraged to use R Studio to create some R graphics. Part of the project will also be reviewed by our peers, which makes it more fun. For this assignment I have explored Kaggle datasets. They provide very useful datasets and […]