diff --git a/index.Rmd b/index.Rmd
index a645b35..a1a5b1a 100644
--- a/index.Rmd
+++ b/index.Rmd
@@ -2,7 +2,7 @@
 title: "Opoid-Related Deaths in New York State"
 author: "Anuwat Pengput"
 subtitle: Spatial Epidemiological Analysis and Risk Factors of Opoid-Related Deathsin
-  New York
+  New York 
 output:
   html_document:
     df_print: paged
@@ -83,15 +83,15 @@ summary(fit)
 Show tables, plots, etc. and describe them.
 
 ```{r echo=TRUE, warning=FALSE}
-ggplotly (g, tooltip = c("County", "Opioid.Poisoning.Deaths", "Year"))
+ggplotly (g, tooltip = c("County", "Opioid.Poisoning.Deaths", "Year")) 
     
 ```
 
 ```{r echo=TRUE}
-mapview(vital_ny_2017, zcol = "Opioid.Poisoning.Deaths", legend = TRUE, alpha = 0.5)
+mapview(vital_ny_2017, zcol = "Opioid.Poisoning.Deaths", legend = TRUE, alpha = 0.5) 
 ```
 
-```{r echo=TRUE, warning=FALSE}
+```{r echo=TRUE, warning=FALSE} 
 ggplot(vital_ny_2017,aes(y=Opioid.Poisoning.Deaths,x=estimate)) + 
       geom_point() +
       geom_smooth(method="lm")
@@ -105,4 +105,4 @@ ggPredict(fit,se=TRUE,interactive=TRUE)
 I learned how to prepare data, create plots for final porject.
 
 
-# References
\ No newline at end of file
+# References