Data source: TUIK
Download the data set (Suicides) : semicolon1.RData
Download the data set (Population) : semicolon2.RData
Our dataset classifies suicides between the years 2007-2022 based on reasons, gender, and age groups.
We choose this data set based on this reasons:
There are so many observations in this data set
Data has been divided into multiple categories
Source of the data set is reliable (TUİK)
Data set didn’t need any preprocessing
The reasons for suicides in this dataset are categorized into eight groups:
Illness
Family incompatibility
Economic problems
Business failure
Emotional relationships and not marrying the person wanted
Educational failure
Other
Unknown.
Age groups are classified as :
<15
15-19
20-24
25-29
30-34
35-39
40-44
45-49
50-54
55-59
60-64
65-69
70-74
+75.
By leveraging this dataset, we aim to answer the following questions:
Suicide rates by gender regardless of age and reason
Suicide rates by age regardless of gender and reason
Suicide rates by reasons regardless of age and gender
The most observed reason for suicides for females/males
The most observed reason for suicides for teenagers
By obtaining answers to these questions, we can understand how to approach preventing suicides for different age groups and genders.
---
title: "Data"
format:
html:
code-fold: true
code-tools: true
---
# Importing Data Set
Data source: [TUIK](https://data.tuik.gov.tr/)
```{r}
#| code-fold: true
#| output: false
library(readxl)
library(tidyverse)
library(rvest)
library(stringr)
library(knitr)
data <- read_excel("C:/Users/kubil/Desktop/intihar.xls")
save(data, file = "semicolon1.RData")
nüfus <- read_excel("C:/Users/kubil/Desktop/nüfus.xlsx")
save(nüfus, file = "semicolon2.RData")
```
Download the data set (Suicides) : [semicolon1.RData](https://github.com/emu-hacettepe-analytics/emu430-fall2023-team-semicolon/raw/master/semicolon1.RData)
Download the data set (Population) : [semicolon2.RData](https://github.com/emu-hacettepe-analytics/emu430-fall2023-team-semicolon/raw/master/semicolon2.RData)
# Data Explanation
Our dataset classifies suicides between the years 2007-2022 based on **reasons**, **gender**, and **age groups**.
## Why this data set?
We choose this data set based on this reasons:
- There are so many observations in this data set
- Data has been divided into multiple categories
- Source of the data set is reliable **(TUİK)**
- Data set didn't need any preprocessing
## What are the categories of this data set?
The reasons for suicides in this dataset are categorized into eight groups:
- Illness
- Family incompatibility
- Economic problems
- Business failure
- Emotional relationships and not marrying the person wanted
- Educational failure
- Other
- Unknown.
## What are the age groups of this data set?
Age groups are classified as :
- \<15
- 15-19
- 20-24
- 25-29
- 30-34
- 35-39
- 40-44
- 45-49
- 50-54
- 55-59
- 60-64
- 65-69
- 70-74
- +75.
## What is our aim?
By leveraging this dataset, we aim to answer the following questions:
- Suicide rates by gender regardless of age and reason
- Suicide rates by age regardless of gender and reason
- Suicide rates by reasons regardless of age and gender
- The most observed reason for suicides for females/males
- The most observed reason for suicides for teenagers
By obtaining answers to these questions, we can understand how to approach preventing suicides for different age groups and genders.