Downloaded Dataset from A-Z Database
Total No of downloaded Grocery Addresses from the A-Z Database
## [1] 58
Total No of downloaded WIC Addresses from the A-Z Database
## [1] 102
An Interactive Map Using the Downloaded Grocery Data Lat and Long
An Interactive Map Using the Downloaded WIC Data Lat and Long
Geocoded Grocery Addresses from A-Z Database Using Census Geocoder
Geocoded WIC Addresses from A-Z Database Using Census Geocoder
Total No of the Original Grocery Addresses that were Correctly Geo-coded using Census Geocoder
## [1] 30
Total No of the Original WIC Addresses that were Correctly Geo-coded using Census Geocoder
## [1] 77
Percent Grocery Address Correctly Geocoded Using Census Geocoder
## [1] 51.7
Percent WIC Address Correctly Geocoded Using Census Geocoder
## [1] 75.5
An Interactive Map Showing a Layer of the Downloaded Grocery Addresses and a Layer of the Geocoded Grocery Addresses
An Interactive Map Showing a Layer of the Grocery Addresses and a Layer of WIC Addresses
---
title: "GIS Homework 5- Geocoding"
author: "Samson A Olowolaju, MPH"
date: "`r format(Sys.time(), '%d %B, %Y')`"
output:
   html_document:
    df_print: paged
    fig_height: 7
    fig_width: 7
    toc: yes
    toc_float: yes
    code_download: true
    always_allow_html: yes
---

```{r, message=FALSE, echo=FALSE, warning=FALSE}
library(tidycensus)
library(tidyverse)
library(tigris)
library(tidygeocoder)
library(sf)
library(tmap)
library(tmaptools)
library(ggplot2)
library(ggsn)
library(rio)
library(janitor)

```


# Downloaded Dataset from A-Z Database
```{r,echo=FALSE,message=FALSE}
#Import the dataset downloaded from A-z database 
Grocery_dataset <- import("Grocery_445110.csv") %>% 
clean_names()

WIC_dataset <- import("WIC_624190.csv") %>% 
clean_names() 

 
 # make the data into a sf point object.
downloadedgro<- Grocery_dataset %>% 
  select(physical_address,physical_city,physical_zip,physical_state,business_name,longitude,latitude) %>%
  st_as_sf(coords = c('longitude', 'latitude'), crs = 4326)

downloadedWIC<- WIC_dataset %>% 
  select(physical_address,physical_city,physical_zip,physical_state,business_name,longitude,latitude) %>%
  st_as_sf(coords = c('longitude', 'latitude'), crs = 4326)
   
 
 # download county boundary for Bexar county from tigris
 Bexarcty <- counties(year=2019, state = "Tx", refresh=T, cb = T, progress_bar=FALSE)%>% 
  filter(NAME=="Bexar") 
 

 # This makes a raster open street map for Bexar county. It's useful when tmap_mode is set to plot
 # osm <- read_osm(Bexarcty,ext=1.1 ) 
 
  head(Grocery_dataset)

```

# Total No of downloaded Grocery Addresses from the A-Z Database 
```{r,echo=FALSE, message=FALSE, warning=FALSE}
GroceryTotaladdress<- nrow(Grocery_dataset)
GroceryTotaladdress

```

# Total No of downloaded WIC Addresses from the A-Z Database 
```{r,echo=FALSE, message=FALSE, warning=FALSE}

WICTotaladdress<- nrow(WIC_dataset)
WICTotaladdress

```


# An Interactive Map Using the Downloaded Grocery Data Lat and Long
```{r, echo=FALSE, message=FALSE, warning=FALSE, out.width="100%", fig.align="center"}

tmap_mode("view")
  tm_shape(downloadedgro)+
  tm_dots(size = .05)+
  tm_basemap(c("Esri.WorldTopoMap","OpenStreetMap"))+
    tm_scale_bar()
```

# An Interactive Map Using the Downloaded WIC Data Lat and Long
```{r, echo=FALSE, message=FALSE, warning=FALSE, out.width="100%", fig.align="center"}

tmap_mode("view")
  tm_shape(downloadedWIC)+
  tm_dots(size = .05)+
  tm_basemap(c("Esri.WorldTopoMap","OpenStreetMap"))+
    tm_scale_bar()
```




# Geocoded Grocery Addresses from A-Z Database Using Census Geocoder
```{r, echo=FALSE, message=FALSE, warning=FALSE}
Grocery_datasets <-Grocery_dataset %>% 
  select(physical_address,physical_city,physical_zip,physical_state,business_name) %>% 
  mutate(fullAdd =paste(as.character(physical_address), 
                                  as.character(physical_city),
                                  as.character(physical_state), 
                                  as.character(physical_zip),sep=", "))
                            

geocodedgro <- Grocery_datasets %>% 
  geocode( street = physical_address, city = physical_city, state = physical_state,
  postalcode =physical_zip, method = 'census', full_results = TRUE) %>% 
  filter(match_indicator=="Match") %>% 
  select(-tiger_line_id,-id,-tiger_side,-match_type,-matched_address,-fullAdd)%>% 
st_as_sf(coords = c('long', 'lat'), crs = 4326)

head(geocodedgro)
```

# Geocoded WIC Addresses from A-Z Database Using Census Geocoder
```{r, echo=FALSE, message=FALSE, warning=FALSE}
WIC_datasets <-WIC_dataset %>% 
  select(physical_address,physical_city,physical_zip,physical_state,business_name) %>% 
  mutate(fullAdd =paste(as.character(physical_address), 
                                  as.character(physical_city),
                                  as.character(physical_state), 
                                  as.character(physical_zip),sep=", "))
                            

geocodedWIC <- WIC_datasets %>% 
  geocode( street = physical_address, city = physical_city, state = physical_state,
  postalcode =physical_zip, method = 'census', full_results = TRUE) %>% 
  filter(match_indicator=="Match") %>% 
  select(-tiger_line_id,-id,-tiger_side,-match_type,-matched_address,-fullAdd)%>% 
st_as_sf(coords = c('long', 'lat'), crs = 4326)

head(geocodedWIC)
```


# Total No of the Original Grocery Addresses that were Correctly Geo-coded using Census Geocoder
```{r,echo=FALSE, message=FALSE, warning=FALSE}
Gro_Totalgeocodedaddress <- nrow(geocodedgro)
Gro_Totalgeocodedaddress

```


# Total No of the Original WIC Addresses that were Correctly Geo-coded using Census Geocoder
```{r,echo=FALSE, message=FALSE, warning=FALSE}

WIC_Totalgeocodedaddress <- nrow(geocodedWIC)
WIC_Totalgeocodedaddress

```


# Percent Grocery Address Correctly Geocoded Using Census Geocoder
```{r,echo=FALSE, message=FALSE, warning=FALSE}
Percent_Grogecodedadd <- round((Gro_Totalgeocodedaddress/GroceryTotaladdress)*100, 1)
# Percent of the original dataset addresses that was correctly geo-coded using Census geocoder
Percent_Grogecodedadd
```

# Percent WIC Address Correctly Geocoded Using Census Geocoder
```{r,echo=FALSE, message=FALSE, warning=FALSE}
Percent_WICgecodedadd <- round((WIC_Totalgeocodedaddress/WICTotaladdress)*100, 1)
# Percent of the original dataset addresses that was correctly geo-coded using Census geocoder
Percent_WICgecodedadd
```


# An Interactive Map Showing a Layer of the Downloaded Grocery Addresses and a Layer of the Geocoded Grocery Addresses
```{r, echo=FALSE, message=FALSE, warning=FALSE,, out.width="100%", fig.align="center"}
tmap_mode("view")
  tm_shape(downloadedgro)+
  tm_dots(size = .05)+
  tm_shape(geocodedgro)+
  tm_dots(size = .05,col="red")+
  tm_basemap(c("Esri.WorldTopoMap","OpenStreetMap"))+
    tm_scale_bar()
```


# An Interactive Map Showing a Layer of the Grocery Addresses and a Layer of WIC Addresses
```{r, echo=FALSE, message=FALSE, warning=FALSE,, out.width="100%", fig.align="center"}
tmap_mode("view")
  tm_shape(downloadedgro)+
  tm_dots(size = .05)+
  tm_shape(downloadedWIC)+
  tm_dots(size = .05,col="red")+
  tm_basemap(c("Esri.WorldTopoMap","OpenStreetMap"))+
    tm_scale_bar()
```



