Dataset Description

View of dataset

Dataset structure

'data.frame':   146 obs. of  5 variables:
 $ Eth : Factor w/ 2 levels "A","N": 1 1 1 1 1 1 1 1 1 1 ...
 $ Sex : Factor w/ 2 levels "F","M": 2 2 2 2 2 2 2 2 2 2 ...
 $ Age : Factor w/ 4 levels "F0","F1","F2",..: 1 1 1 1 1 1 1 1 2 2 ...
 $ Lrn : Factor w/ 2 levels "AL","SL": 2 2 2 1 1 1 1 1 2 2 ...
 $ Days: int  2 11 14 5 5 13 20 22 6 6 ...

summary

 Eth    Sex    Age     Lrn          Days      
 A:69   F:80   F0:27   AL:83   Min.   : 0.00  
 N:77   M:66   F1:46   SL:63   1st Qu.: 5.00  
               F2:40           Median :11.00  
               F3:33           Mean   :16.46  
                               3rd Qu.:22.75  
                               Max.   :81.00  

univariant analysis

Analysis of Leaners

Agewise learner analysis

---
title: "EDA for Quine Data"
output: 
  flexdashboard::flex_dashboard:
    orientation: columns
    vertical_layout: scroll
    theme: spacelab
    social: menu
    source_code: embed
---

```{r setup, include=FALSE}
library(flexdashboard)
library(MASS)
library(lattice)
library(DT)
```

## Dataset Description {.tabset}

### View of dataset
```{r}
datatable(quine,extensions = 'Buttons',options = list(dom='Bfrtip',Buttons=c('copy','csv'),'print','ptf'))
```

### Dataset structure

```{r}
str(quine)
```

### summary 

```{r}
summary(quine)
```

## univariant analysis {.tabset}

### Analysis of Leaners
```{r}
attach(quine)
histogram(~Days|Lrn,main="Age vs Days",col=c("red","yellow"))

```

### Agewise learner analysis
```{r}
histogram(~Age|Lrn,main="age vs learner",col=c("grey","yellow"))
```