Publications by James Kowalik

The effect of storms and sever weather on the US public's health and the US economy

01.06.2021

Storms and severe weather massively impact both the health of the population of a country and that country’s economy. With the US experiencing a variety of extreme weather conditions and occurrences across the country, it is vital that government is aware of what poses the largest threat. In this analysis I will look at the U.S. National Oceani...

3147 sym R (8626 sym/20 pcs) 3 img

Pitchfork Scores Data Analysis and Prediction

19.10.2021

Introduction Pitchfork is one of the most widely read online music magazines. It is most famed for its review scores and ‘Best New Music’ award system. It assigns a score from 0 to 10 to one decimal place for an album that is released and reviewed by one of their writers. An album which receives a score of higher than 8.0 will often receive �...

11816 sym R (21294 sym/70 pcs) 3 img

JHU DSS Data Science Capstone, Milestone Report

18.09.2021

Getting the Data Having already downloaded the zip file from the course website, the next step is to unzip and load in the data. if(!file.exists("./Coursera-SwiftKey")){ unzip("C:/Users/james/Documents/R/JHU DSS Data Science Capstone DATA/Coursera-SwiftKey.zip", exdir = "./Coursera-SwiftKey")} Here I will display the three respective file size...

4194 sym R (10269 sym/46 pcs) 5 img

Worldwide Covid Deaths Growth from August 2020 to August - v1

27.08.2021

Completed as part of the Johns Hopkins University Data Science Specialization, Developing Data Products course. The task for this assignment was simply to “create a web page using R Markdown that features a map created with Leaflet”. For this task, I have decided to display the total number of Covid-19 deaths up until August 24th 2020 and the...

1402 sym R (8668 sym/13 pcs)

Worldwide Covid Deaths Growth from August 2020 to August 2021 - v2

02.09.2021

01/09/2021 Introduction Completed as part of the Johns Hopkins University Data Science Specialization, Developing Data Products course. The task for this assignment was simply to “create a web page presentation using R Markdown that features a plot created with Plotly”. For this task, I have decided to display the total number of Covid-19 de...

3119 sym R (6932 sym/22 pcs)

Developing Data Products Course Project Presentation

06.09.2021

Developing Data Products Course ProjectJames Kowalik06/09/2021 Introduction Completed as part of the Developing Data Products course in the Data Science Specialization by Johns Hopkins University. The instructions for this proeject were as follows. “First, you will create a Shiny application and deploy it on Rstudio's servers. Second, you wi...

2168 sym R (652 sym/2 pcs) 1 img

JHU DSS Data Science Capstone, Pitch Presentation

07.10.2021

Next Word PredictorJames Kowalik2021/10 Completed as part of the Data Science Capstone course in the Johns Hopkins University Data Science Specialization. The aim of this project was to create an application that allows use of a predictive text model. This was achieved through analysis of text data and natural language processing. The Data The...

2531 sym R (84 sym/1 pcs) 1 img