what I will do in this project SIU
dataset link: https://www.kaggle.com/datasets/shibumohapatra/house-price
psych::describe(df) |> round(2) |> kable()| vars | n | mean | sd | median | trimmed | mad | min | max | range | skew | kurtosis | se | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| housing_median_age | 1 | 20640 | 28.64 | 12.59 | 29.00 | 28.49 | 14.83 | 1.0 | 52 | 51.0 | 0.06 | -0.80 | 0.09 |
| total_rooms | 2 | 20640 | 2635.76 | 2181.62 | 2127.00 | 2294.56 | 1181.63 | 2.0 | 39320 | 39318.0 | 4.15 | 32.62 | 15.19 |
| total_bedrooms | 3 | 20433 | 537.87 | 421.39 | 435.00 | 471.44 | 240.18 | 1.0 | 6445 | 6444.0 | 3.46 | 21.98 | 2.95 |
| population | 4 | 20640 | 1425.48 | 1132.46 | 1166.00 | 1256.51 | 652.34 | 3.0 | 35682 | 35679.0 | 4.94 | 73.53 | 7.88 |
| households | 5 | 20640 | 499.54 | 382.33 | 409.00 | 441.20 | 223.87 | 1.0 | 6082 | 6081.0 | 3.41 | 22.05 | 2.66 |
| median_income | 6 | 20640 | 3.87 | 1.90 | 3.53 | 3.65 | 1.58 | 0.5 | 15 | 14.5 | 1.65 | 4.95 | 0.01 |
| median_house_value | 7 | 20640 | 206855.82 | 115395.62 | 179700.00 | 192773.00 | 101409.84 | 14999.0 | 500001 | 485002.0 | 0.98 | 0.33 | 803.22 |
graph1 <- ggplot(df, aes(c(x = median_house_value))) +
geom_density()+
labs(
title = 'Name',
x = 'x-axis',
y = 'count'
)
renderPlotly(graph1)#Make the button for this oneYou can enable figure captions by fig_caption: yes in
YAML:
output:
rmarkdown::html_vignette:
fig_caption: yesThen you can use the chunk option
fig.cap = "Your figure caption." in
knitr.
You can write math expressions, e.g. \(Y =
X\beta + \epsilon\), footnotes1, and tables, e.g. using
knitr::kable().
| mpg | cyl | disp | hp | drat | wt | qsec | vs | am | gear | carb | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Mazda RX4 | 21.0 | 6 | 160.0 | 110 | 3.90 | 2.620 | 16.46 | 0 | 1 | 4 | 4 |
| Mazda RX4 Wag | 21.0 | 6 | 160.0 | 110 | 3.90 | 2.875 | 17.02 | 0 | 1 | 4 | 4 |
| Datsun 710 | 22.8 | 4 | 108.0 | 93 | 3.85 | 2.320 | 18.61 | 1 | 1 | 4 | 1 |
| Hornet 4 Drive | 21.4 | 6 | 258.0 | 110 | 3.08 | 3.215 | 19.44 | 1 | 0 | 3 | 1 |
| Hornet Sportabout | 18.7 | 8 | 360.0 | 175 | 3.15 | 3.440 | 17.02 | 0 | 0 | 3 | 2 |
| Valiant | 18.1 | 6 | 225.0 | 105 | 2.76 | 3.460 | 20.22 | 1 | 0 | 3 | 1 |
| Duster 360 | 14.3 | 8 | 360.0 | 245 | 3.21 | 3.570 | 15.84 | 0 | 0 | 3 | 4 |
| Merc 240D | 24.4 | 4 | 146.7 | 62 | 3.69 | 3.190 | 20.00 | 1 | 0 | 4 | 2 |
| Merc 230 | 22.8 | 4 | 140.8 | 95 | 3.92 | 3.150 | 22.90 | 1 | 0 | 4 | 2 |
| Merc 280 | 19.2 | 6 | 167.6 | 123 | 3.92 | 3.440 | 18.30 | 1 | 0 | 4 | 4 |
A footnote here.↩︎