Political Science and Public Administration | |||||
Bachelor | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF-LLL: Level 6 |
Course Code: | UNI327 | ||||
Course Name: | Data Analysis with R | ||||
Semester: | Spring | ||||
Course Credits: |
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Language of instruction: | Turkish | ||||
Course Condition: | |||||
Does the Course Require Work Experience?: | No | ||||
Type of course: | University Elective | ||||
Course Level: |
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Mode of Delivery: | E-Learning | ||||
Course Coordinator: | Öğr. Gör. AYŞEGÜL ÇALIŞKAN İŞCAN | ||||
Course Lecturer(s): | Dr. Ayşegül Çalışkan İşcan | ||||
Course Assistants: |
Course Objectives: | This course aims to teach the R programming language at a basic level. |
Course Content: | This course includes basic elements of R programming languages. |
The students who have succeeded in this course;
1) Have knowledge about R programming language 2) Learns R programming language at a basic level. 3) Can analyze any data by using R language. 4) Can understand and manipulate any R code. 5) Can make statistical analysis by using R language. |
Week | Subject | Related Preparation |
1) | Course overview | |
2) | R Arithmetic, Atomic Data Types | |
3) | Variables, Vectors | |
4) | Matrices | |
5) | Lists, Data Frames | |
6) | Factors, Reading and Writing Data | |
7) | Exercises, Lesson Repetition | |
8) | Mid-term Week | |
9) | Control flow, functions | |
10) | Exploring and Preparing Data | |
11) | Working with text data | |
12) | Preparing Numeric Data, Dealing with Dates | |
13) | Merging data, Frequency tables | |
14) | Plotting in Base R, plotting with ggplot2 |
Course Notes / Textbooks: | 1. Mark Gardener - Beginning R_ The Statistical Programming Language-Wrox 2. Tony Fischetti - Data Analysis with R_ Load, wrangle, and analyze your data using the world's most powerful statistical programming language-Packt Publishing (2015) |
References: | 1. Mark Gardener - Beginning R_ The Statistical Programming Language-Wrox 2. Tony Fischetti - Data Analysis with R_ Load, wrangle, and analyze your data using the world's most powerful statistical programming language-Packt Publishing (2015) |
Course Learning Outcomes | 1 |
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Program Outcomes | |||||||||||
1) To have knowledge about the basic theoretical debates in Political Science and Public Administration. | |||||||||||
2) To define contemporary developments, approaches and basic concepts in Political Science and Public Administration at national and international level. | |||||||||||
3) Relate the interaction of the Department of Political Science and Public Administration with other social sciences (philosophy, history, sociology, law, economy, business). | |||||||||||
4) Evaluate and discuss the events in interdisciplinary dimension, acquire knowledge and skills, conduct research using social sciences methods and follow the field. | |||||||||||
5) Political and social processes that take place in Turkey and in the world, able to solve problems and the causes of these problems, on the relationship of citizens with political structures reveals scientifically. | |||||||||||
6) To design and to prepare scientific studies such as theoretical or experimental projects, reports, articles and theses, either on their own or with others, and uses qualitative and quantitative research techniques related to their field. | |||||||||||
7) To use leadership characteristics in Political Science and Public Administration with the awareness of compliance with team work. | |||||||||||
8) Develops behavior according to ethics and social values and evaluates what they have learned by deciding what they need and critically question the information they have acquired. | |||||||||||
9) Transmits the opinions, thoughts and solutions in Political Science and Public Administration to the related persons and institutions in written and oral form. | |||||||||||
10) According to the level of European Language Portfolio, a foreign language is at least A2 for Pre-Bachelor's degree according to the level of education; At least B1 for the License; To be able to use at least C1 and at least C1 General Level for PhD. | |||||||||||
11) To be able to use information and communication technologies together with computer software in at least the European Computer Driving License Basic Level (Associate) or Advanced Level (Associate and Associate) required by the department. |
No Effect | 1 Lowest | 2 Average | 3 Highest |
Program Outcomes | Level of Contribution | |
1) | To have knowledge about the basic theoretical debates in Political Science and Public Administration. | 1 |
2) | To define contemporary developments, approaches and basic concepts in Political Science and Public Administration at national and international level. | 1 |
3) | Relate the interaction of the Department of Political Science and Public Administration with other social sciences (philosophy, history, sociology, law, economy, business). | 3 |
4) | Evaluate and discuss the events in interdisciplinary dimension, acquire knowledge and skills, conduct research using social sciences methods and follow the field. | 3 |
5) | Political and social processes that take place in Turkey and in the world, able to solve problems and the causes of these problems, on the relationship of citizens with political structures reveals scientifically. | 3 |
6) | To design and to prepare scientific studies such as theoretical or experimental projects, reports, articles and theses, either on their own or with others, and uses qualitative and quantitative research techniques related to their field. | 2 |
7) | To use leadership characteristics in Political Science and Public Administration with the awareness of compliance with team work. | 2 |
8) | Develops behavior according to ethics and social values and evaluates what they have learned by deciding what they need and critically question the information they have acquired. | 2 |
9) | Transmits the opinions, thoughts and solutions in Political Science and Public Administration to the related persons and institutions in written and oral form. | 1 |
10) | According to the level of European Language Portfolio, a foreign language is at least A2 for Pre-Bachelor's degree according to the level of education; At least B1 for the License; To be able to use at least C1 and at least C1 General Level for PhD. | 2 |
11) | To be able to use information and communication technologies together with computer software in at least the European Computer Driving License Basic Level (Associate) or Advanced Level (Associate and Associate) required by the department. | 2 |
Semester Requirements | Number of Activities | Level of Contribution |
Application | 13 | % 20 |
Midterms | 1 | % 30 |
Final | 1 | % 50 |
total | % 100 | |
PERCENTAGE OF SEMESTER WORK | % 50 | |
PERCENTAGE OF FINAL WORK | % 50 | |
total | % 100 |
Activities | Number of Activities | Workload |
Course Hours | 15 | 45 |
Study Hours Out of Class | 16 | 16 |
Project | 1 | 8 |
Midterms | 1 | 1 |
Total Workload | 70 |