Ebru Geçici Progress Journal

IE48A SUMMER TERM - BOUN

View the Project on GitHub pjournal/boun01-EbruGecici

Welcome to My Personal Progress Journal

IE48A - SPECIAL TOPICS in Essentials of Data Analysis

Assignments

Assignment 1: R Markdown

The R Markdown assignment consists of the creating a new R Markdown file and analysing of some blogs, pages, and videos, which are related to R. The information in the assignment 1 is related to Covid-19 and R combination. In additon to that, this assignment also includes information about my academic background.

Assignment 2: Electricty Market Price

The second assignment is related to implementation and practise of the dplyr() function and ggplot() function. By using EPIAS 01-31 July 2020 data, some examples are made in this assignment.

Assignment 3: Diamond Price Estimation

In the third individual, there are three different options to present and it is expected that one of these are chosen to make analysis. For this reason, I select diamond price estimation.

Group Assignments and Projects

Data Mine’R’s

Assignment

In the first assignment by using airbnb data, we prepare exploratory data analysis (EDA) to understand data. For this purpose, we prepare

Project

In the group project, we analyze the 2020 online car market Turkey by using kaggle data set. The aim of this study is that (i) to provide exploratory analysis by using dplyr, tidyverse, etc. and (ii) to create a model for predicting of the car data. Hence, first we prepare a proposal, then we make an EDA report and shiny app. Lastly, we present a model to obtain final report of the project. You can reach our report by using following links:

Bonus: data.table

For bonus projcet, we choose data.table. In this project, first we create a tutorial to explain this package and record a video to show information which we learn.

Exercises

Week 3

In this exercise, there is a basic shiny app implementation can be found. In this example Movies are used to create inteactive ggplot application by using shiny() package.

Week 4

Exercise 1: The trial of the implementation of the join function. In this example, the course examples are re-maded to understand the logic of the join() function. You can also reach these examples in course page.

References and Useful Tutorials

Lecture Notes