Take-home Exercise 3: Predicting HDB Public Housing Resale Pricies using Geographically Weighted Methods

1. Setting the Scene

Housing is an essential component of household wealth worldwide. Buying a housing has always been a major investment for most people. The price of housing is affected by many factors. Some of them are global in nature such as the general economy of a country or inflation rate. Others can be more specific to the properties themselves. These factors can be further divided to structural and locational factors. Structural factors are variables related to the property themselves such as the size, fitting, and tenure of the property. Locational factors are variables related to the neighbourhood of the properties such as proximity to childcare centre, public transport service and shopping centre.

Conventional, housing resale prices predictive models were built by using Ordinary Least Square (OLS) method. However, this method failed to take into consideration that spatial autocorrelation and spatial heterogeneity exist in geographic data sets such as housing transactions. With the existence of spatial autocorrelation, the OLS estimation of predictive housing resale pricing models could lead to biased, inconsistent, or inefficient results (Anselin 1998). In view of this limitation, Geographical Weighted Models were introduced for calibrating predictive model for housing resale prices.

The Task

In this take-home exercise, you are tasked to predict HDB resale prices at the sub-market level (i.e. HDB 3-room, HDB 4-room and HDB 5-room) for the month of January and February 2023 in Singapore. The predictive models must be built by using by using conventional OLS method and GWR methods. You are also required to compare the performance of the conventional OLS method versus the geographical weighted methods.

2. R Packages

Install and Load R packages

# initialise a list of required packages
packages = c('sf', 'tidyverse', 'tmap', 'spdep', 
             'onemapsgapi', 'units', 'matrixStats', 'readxl', 'jsonlite',
             'olsrr', 'corrplot', 'ggpubr', 'GWmodel',
             'devtools', 'kableExtra', 'plotly', 'ggthemes')

# for each package, check if installed and if not, install it
for (p in packages){
  if(!require(p, character.only = T)){
    install.packages(p)
  }
  library(p,character.only = T)
}
Loading required package: sf
Linking to GEOS 3.9.3, GDAL 3.5.2, PROJ 8.2.1; sf_use_s2() is TRUE
Loading required package: tidyverse
── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
✔ ggplot2 3.4.1      ✔ purrr   1.0.1 
✔ tibble  3.1.8      ✔ dplyr   1.0.10
✔ tidyr   1.3.0      ✔ stringr 1.5.0 
✔ readr   2.1.3      ✔ forcats 0.5.2 
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag()    masks stats::lag()
Loading required package: tmap
Warning: package 'tmap' was built under R version 4.2.3
Loading required package: spdep
Loading required package: sp
Loading required package: spData
To access larger datasets in this package, install the spDataLarge
package with: `install.packages('spDataLarge',
repos='https://nowosad.github.io/drat/', type='source')`
Loading required package: onemapsgapi
Warning: package 'onemapsgapi' was built under R version 4.2.3
Loading required package: units
udunits database from C:/R/R-4.2.2/library/units/share/udunits/udunits2.xml
Loading required package: matrixStats
Warning: package 'matrixStats' was built under R version 4.2.3

Attaching package: 'matrixStats'

The following object is masked from 'package:dplyr':

    count

Loading required package: readxl
Loading required package: jsonlite

Attaching package: 'jsonlite'

The following object is masked from 'package:purrr':

    flatten

Loading required package: olsrr
Warning: package 'olsrr' was built under R version 4.2.3

Attaching package: 'olsrr'

The following object is masked from 'package:datasets':

    rivers

Loading required package: corrplot
corrplot 0.92 loaded
Loading required package: ggpubr
Loading required package: GWmodel
Loading required package: maptools
Checking rgeos availability: FALSE
Please note that 'maptools' will be retired during 2023,
plan transition at your earliest convenience;
some functionality will be moved to 'sp'.
    Note: when rgeos is not available, polygon geometry     computations in maptools depend on gpclib,
    which has a restricted licence. It is disabled by default;
    to enable gpclib, type gpclibPermit()
Loading required package: robustbase

Attaching package: 'robustbase'

The following objects are masked from 'package:matrixStats':

    colMedians, rowMedians

Loading required package: Rcpp
Loading required package: spatialreg
Loading required package: Matrix

Attaching package: 'Matrix'

The following objects are masked from 'package:tidyr':

    expand, pack, unpack


Attaching package: 'spatialreg'

The following objects are masked from 'package:spdep':

    get.ClusterOption, get.coresOption, get.mcOption,
    get.VerboseOption, get.ZeroPolicyOption, set.ClusterOption,
    set.coresOption, set.mcOption, set.VerboseOption,
    set.ZeroPolicyOption

Welcome to GWmodel version 2.2-9.
Loading required package: devtools
Loading required package: usethis
Loading required package: kableExtra

Attaching package: 'kableExtra'

The following object is masked from 'package:dplyr':

    group_rows

Loading required package: plotly

Attaching package: 'plotly'

The following object is masked from 'package:ggplot2':

    last_plot

The following object is masked from 'package:stats':

    filter

The following object is masked from 'package:graphics':

    layout

Loading required package: ggthemes
Warning: package 'ggthemes' was built under R version 4.2.3
#dont load this corrplot in pacman install seperately to avoid unneeded confict 

3. Import Extracted/Self Source Geospatial Data

Base

sg_CostalOutline_sf <- st_read(dsn = "data/geospatial", layer="CostalOutline")
Reading layer `CostalOutline' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 60 features and 4 fields
Geometry type: POLYGON
Dimension:     XY
Bounding box:  xmin: 2663.926 ymin: 16357.98 xmax: 56047.79 ymax: 50244.03
Projected CRS: SVY21
mpsz_sf <- st_read(dsn = "data/geospatial", layer = "MP14_SUBZONE_WEB_PL")
Reading layer `MP14_SUBZONE_WEB_PL' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 323 features and 15 fields
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: 2667.538 ymin: 15748.72 xmax: 56396.44 ymax: 50256.33
Projected CRS: SVY21

Transport

#train <- read_csv("data/geospatial/mrtsg.csv")  layer = "MP14_SUBZONE_WEB_PL")


#train_sf <- st_as_sf(train, coords = c("Latitude", "Longitude"), crs=4326)

train_sf <-st_read(dsn = "data/geospatial", layer= "Train_Station_Exit_Layer")
Reading layer `Train_Station_Exit_Layer' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 562 features and 2 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 6134.086 ymin: 27499.7 xmax: 45356.36 ymax: 47865.92
Projected CRS: SVY21
bus_sf <- st_read(dsn="data/geospatial", layer="BusStop")
Reading layer `BusStop' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 5159 features and 3 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 3970.122 ymin: 26482.1 xmax: 48284.56 ymax: 52983.82
Projected CRS: SVY21
gantry_sf <- st_read(dsn="data/geospatial", layer="Gantry")
Reading layer `Gantry' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 106 features and 2 fields
Geometry type: LINESTRING
Dimension:     XY
Bounding box:  xmin: 19689.89 ymin: 28114.99 xmax: 36719.77 ymax: 41341.82
Projected CRS: SVY21

Health

cycling_sf <- st_read(dsn="data/geospatial", layer="CyclingPathGazette")
Reading layer `CyclingPathGazette' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 2365 features and 2 fields
Geometry type: MULTILINESTRING
Dimension:     XY
Bounding box:  xmin: 11854.32 ymin: 28347.98 xmax: 42626.09 ymax: 48948.15
Projected CRS: SVY21
elderly_Care_sf <- st_read(dsn="data/geospatial", layer="ELDERCARE")
Reading layer `ELDERCARE' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 120 features and 19 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 14481.92 ymin: 28218.43 xmax: 41665.14 ymax: 46804.9
Projected CRS: SVY21 / Singapore TM
gym_sf_2  <- st_read(dsn="data/geospatial/gyms-sg-geojson.geojson")
Reading layer `gyms-sg-geojson' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial\gyms-sg-geojson.geojson' 
  using driver `GeoJSON'
Simple feature collection with 159 features and 2 fields
Geometry type: POINT
Dimension:     XYZ
Bounding box:  xmin: 103.6938 ymin: 1.262063 xmax: 103.9518 ymax: 1.435078
z_range:       zmin: 0 zmax: 0
Geodetic CRS:  WGS 84
gym_sf  <- st_read(dsn="data/geospatial/gyms-sg-kml.kml")
Reading layer `EXERCISEFACILITIES' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial\gyms-sg-kml.kml' 
  using driver `KML'
Simple feature collection with 159 features and 2 fields
Geometry type: POINT
Dimension:     XYZ
Bounding box:  xmin: 103.6938 ymin: 1.262063 xmax: 103.9518 ymax: 1.435078
z_range:       zmin: 0 zmax: 0
Geodetic CRS:  WGS 84
organic_sf  <- st_read(dsn="data/geospatial/healthier-eateries.kml")
Reading layer `HEALTHIERDINING' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial\healthier-eateries.kml' 
  using driver `KML'
Simple feature collection with 1810 features and 2 fields
Geometry type: POINT
Dimension:     XYZ
Bounding box:  xmin: 103.6289 ymin: 1.228749 xmax: 103.9897 ymax: 1.464312
z_range:       zmin: 0 zmax: 0
Geodetic CRS:  WGS 84
dengue_sf  <- st_read(dsn="data/geospatial/dengue-clusters-kml.kml")
Reading layer `DENGUE_CLUSTER' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial\dengue-clusters-kml.kml' 
  using driver `KML'
Simple feature collection with 15 features and 2 fields
Geometry type: POLYGON
Dimension:     XYZ
Bounding box:  xmin: 103.7058 ymin: 1.275541 xmax: 103.9008 ymax: 1.383897
z_range:       zmin: 0 zmax: 0
Geodetic CRS:  WGS 84
dengue_2_sf  <- st_read(dsn="data/geospatial/dengue-clusters-geojson.geojson")
Reading layer `dengue-clusters-geojson' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial\dengue-clusters-geojson.geojson' 
  using driver `GeoJSON'
Simple feature collection with 15 features and 2 fields
Geometry type: POLYGON
Dimension:     XYZ
Bounding box:  xmin: 103.7058 ymin: 1.275541 xmax: 103.9008 ymax: 1.383897
z_range:       zmin: 0 zmax: 0
Geodetic CRS:  WGS 84

Amenities

supermarket_sf <- st_read(dsn="data/geospatial/supermarkets.kml")
Reading layer `SUPERMARKETS' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial\supermarkets.kml' 
  using driver `KML'
Simple feature collection with 742 features and 2 fields
Geometry type: POINT
Dimension:     XYZ
Bounding box:  xmin: 103.6258 ymin: 1.24715 xmax: 104.0042 ymax: 1.462167
z_range:       zmin: 0 zmax: 0
Geodetic CRS:  WGS 84
good_primary_school <- read_csv("data/geospatial/Proximity_to_good_primary_school.csv")
Rows: 13 Columns: 5
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (2): Name, Address
dbl (3): Postal code, long, lat

ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
good_primary_school_sf <- st_as_sf(good_primary_school, coords = c( "long","lat"), crs=4326)

3.1 Data Pre-processing

#(NAME ) COL 1

good_primary_school_sf <- good_primary_school_sf %>%

select(c(1))

#( COSTAL_NAM) 4
sg_CostalOutline_sf <- sg_CostalOutline_sf %>%
    select(c(4))


#( STN_NAM_DE ) 4
train_sf <- train_sf %>%
  select(c(1))


# ( TYP_CD_DES ) COL 2 
gantry_sf <- gantry_sf %>%
  select(c(2))

# ( PLANNING_1 ) COL 2
cycling_sf <- cycling_sf %>%
  select(c(2))


#( NAME )COL 12
elderly_Care_sf <- elderly_Care_sf %>%
  select(c(12))

# (NAME ) COL 1
gym_sf_2 <- gym_sf_2 %>%
  select(c(1))

#(NAME ) COL 1
organic_sf  <- organic_sf %>%
  select(c(1))

# (NAME ) COL 1
dengue_sf <- dengue_sf  %>%
   select(c(1))

#(NAME ) COL 1
supermarket_sf  <- supermarket_sf   %>%
    select(c(1))

#(NAME ) COL 1
good_primary_school_sf  <- good_primary_school_sf  %>%
    select(c(2,4))

Missing value

#Base

sg_CostalOutline_sf[rowSums(is.na(sg_CostalOutline_sf))!=0,]
Simple feature collection with 0 features and 1 field
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Projected CRS: SVY21
[1] COSTAL_NAM geometry  
<0 rows> (or 0-length row.names)
mpsz_sf [rowSums(is.na(mpsz_sf))!=0,]
Simple feature collection with 0 features and 15 fields
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Projected CRS: SVY21
 [1] OBJECTID   SUBZONE_NO SUBZONE_N  SUBZONE_C  CA_IND     PLN_AREA_N
 [7] PLN_AREA_C REGION_N   REGION_C   INC_CRC    FMEL_UPD_D X_ADDR    
[13] Y_ADDR     SHAPE_Leng SHAPE_Area geometry  
<0 rows> (or 0-length row.names)
#Transport

train_sf[rowSums(is.na(train_sf))!=0,]
Simple feature collection with 0 features and 1 field
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Projected CRS: SVY21
[1] stn_name geometry
<0 rows> (or 0-length row.names)
bus_sf[rowSums(is.na(bus_sf))!=0,]
Simple feature collection with 7 features and 3 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 22616.75 ymin: 29184.57 xmax: 42187.23 ymax: 47793.68
Projected CRS: SVY21
     BUS_STOP_N BUS_ROOF_N        LOC_DESC                  geometry
280       47201        UNK            <NA> POINT (22616.75 47793.68)
3269      96319       <NA> Yusen Logistics POINT (42187.23 34995.78)
5149      06011        B01            <NA> POINT (28634.37 29240.45)
5150      05012        B10            <NA> POINT (28839.85 29327.88)
5151      05019        B09            <NA> POINT (28861.97 29293.33)
5152      05069       B09A            <NA> POINT (28770.39 29184.57)
5153      06029        B06            <NA> POINT (28602.95 29334.55)
#Health

gantry_sf[rowSums(is.na(gantry_sf))!=0,]
Simple feature collection with 0 features and 1 field
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Projected CRS: SVY21
[1] TYP_CD_DES geometry  
<0 rows> (or 0-length row.names)
cycling_sf[rowSums(is.na(cycling_sf))!=0,]
Simple feature collection with 2196 features and 1 field
Geometry type: MULTILINESTRING
Dimension:     XY
Bounding box:  xmin: 11854.32 ymin: 28347.98 xmax: 42626.09 ymax: 48948.15
Projected CRS: SVY21
First 10 features:
   PLANNING_1                       geometry
2        <NA> MULTILINESTRING ((34518.37 ...
21       <NA> MULTILINESTRING ((16001.13 ...
22       <NA> MULTILINESTRING ((16012.86 ...
23       <NA> MULTILINESTRING ((16021.49 ...
24       <NA> MULTILINESTRING ((16015.14 ...
25       <NA> MULTILINESTRING ((16001.5 3...
26       <NA> MULTILINESTRING ((15872.37 ...
27       <NA> MULTILINESTRING ((17807.31 ...
28       <NA> MULTILINESTRING ((17871.18 ...
29       <NA> MULTILINESTRING ((16733.25 ...
elderly_Care_sf[rowSums(is.na(elderly_Care_sf))!=0,]
Simple feature collection with 0 features and 1 field
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Projected CRS: SVY21 / Singapore TM
[1] NAME     geometry
<0 rows> (or 0-length row.names)
gym_sf_2[rowSums(is.na(gym_sf_2))!=0,]
Simple feature collection with 0 features and 1 field
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Geodetic CRS:  WGS 84
[1] Name     geometry
<0 rows> (or 0-length row.names)
organic_sf[rowSums(is.na(organic_sf))!=0,]
Simple feature collection with 0 features and 1 field
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Geodetic CRS:  WGS 84
[1] Name     geometry
<0 rows> (or 0-length row.names)
dengue_sf[rowSums(is.na(dengue_sf))!=0,]
Simple feature collection with 0 features and 1 field
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Geodetic CRS:  WGS 84
[1] Name     geometry
<0 rows> (or 0-length row.names)
#Amenities
supermarket_sf[rowSums(is.na(supermarket_sf))!=0,]
Simple feature collection with 0 features and 1 field
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Geodetic CRS:  WGS 84
[1] Name     geometry
<0 rows> (or 0-length row.names)

There’s a missing value in our cycling_sf , bus_sf datasets, so let’s remove the NA observation:

cycling_sf <- na.omit(cycling_sf,c("PLANNING_1"))
bus_sf <- na.omit(bus_sf,c("LOC_DESC"))

Check

cycling_sf[rowSums(is.na(cycling_sf))!=0,]
Simple feature collection with 0 features and 1 field
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Projected CRS: SVY21
[1] PLANNING_1 geometry  
<0 rows> (or 0-length row.names)
bus_sf[rowSums(is.na(bus_sf))!=0,]
Simple feature collection with 0 features and 3 fields
Bounding box:  xmin: NA ymin: NA xmax: NA ymax: NA
Projected CRS: SVY21
[1] BUS_STOP_N BUS_ROOF_N LOC_DESC   geometry  
<0 rows> (or 0-length row.names)

Invalid Geometries

length(which(st_is_valid(sg_CostalOutline_sf ) == FALSE))
[1] 1
length(which(st_is_valid(train_sf) == FALSE))
[1] 0
length(which(st_is_valid(bus_sf) == FALSE))
[1] 0
length(which(st_is_valid(gantry_sf) == FALSE))
[1] 0
length(which(st_is_valid(cycling_sf) == FALSE))
[1] 0
length(which(st_is_valid(elderly_Care_sf) == FALSE))
[1] 0
length(which(st_is_valid(gym_sf_2) == FALSE))
st_as_s2(): dropping Z and/or M coordinate
[1] 0
length(which(st_is_valid(organic_sf) == FALSE))
st_as_s2(): dropping Z and/or M coordinate
[1] 0
length(which(st_is_valid(dengue_sf) == FALSE))
st_as_s2(): dropping Z and/or M coordinate
[1] 0
length(which(st_is_valid(supermarket_sf) == FALSE))
st_as_s2(): dropping Z and/or M coordinate
[1] 0
length(which(st_is_valid(good_primary_school_sf) == FALSE))
[1] 0

Verifying + Transforming Coordinate System

st_crs(sg_CostalOutline_sf)
Coordinate Reference System:
  User input: SVY21 
  wkt:
PROJCRS["SVY21",
    BASEGEOGCRS["SVY21[WGS84]",
        DATUM["World Geodetic System 1984",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]],
            ID["EPSG",6326]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["Degree",0.0174532925199433]]],
    CONVERSION["unnamed",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["(E)",east,
            ORDER[1],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]],
        AXIS["(N)",north,
            ORDER[2],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]]]
st_crs(mpsz_sf )
Coordinate Reference System:
  User input: SVY21 
  wkt:
PROJCRS["SVY21",
    BASEGEOGCRS["SVY21[WGS84]",
        DATUM["World Geodetic System 1984",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]],
            ID["EPSG",6326]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["Degree",0.0174532925199433]]],
    CONVERSION["unnamed",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["(E)",east,
            ORDER[1],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]],
        AXIS["(N)",north,
            ORDER[2],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]]]
st_crs(train_sf )
Coordinate Reference System:
  User input: SVY21 
  wkt:
PROJCRS["SVY21",
    BASEGEOGCRS["WGS 84",
        DATUM["World Geodetic System 1984",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]],
            ID["EPSG",6326]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["Degree",0.0174532925199433]]],
    CONVERSION["unnamed",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["(E)",east,
            ORDER[1],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]],
        AXIS["(N)",north,
            ORDER[2],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]]]
st_crs(bus_sf )
Coordinate Reference System:
  User input: SVY21 
  wkt:
PROJCRS["SVY21",
    BASEGEOGCRS["WGS 84",
        DATUM["World Geodetic System 1984",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]],
            ID["EPSG",6326]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["Degree",0.0174532925199433]]],
    CONVERSION["unnamed",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["(E)",east,
            ORDER[1],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]],
        AXIS["(N)",north,
            ORDER[2],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]]]
st_crs(gantry_sf )
Coordinate Reference System:
  User input: SVY21 
  wkt:
PROJCRS["SVY21",
    BASEGEOGCRS["WGS 84",
        DATUM["World Geodetic System 1984",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]],
            ID["EPSG",6326]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["Degree",0.0174532925199433]]],
    CONVERSION["unnamed",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["(E)",east,
            ORDER[1],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]],
        AXIS["(N)",north,
            ORDER[2],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]]]
st_crs(cycling_sf )
Coordinate Reference System:
  User input: SVY21 
  wkt:
PROJCRS["SVY21",
    BASEGEOGCRS["WGS 84",
        DATUM["World Geodetic System 1984",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]],
            ID["EPSG",6326]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["Degree",0.0174532925199433]]],
    CONVERSION["unnamed",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["Degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["(E)",east,
            ORDER[1],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]],
        AXIS["(N)",north,
            ORDER[2],
            LENGTHUNIT["metre",1,
                ID["EPSG",9001]]]]
st_crs(elderly_Care_sf )
Coordinate Reference System:
  User input: SVY21 / Singapore TM 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(gym_sf_2 )
Coordinate Reference System:
  User input: WGS 84 
  wkt:
GEOGCRS["WGS 84",
    DATUM["World Geodetic System 1984",
        ELLIPSOID["WGS 84",6378137,298.257223563,
            LENGTHUNIT["metre",1]]],
    PRIMEM["Greenwich",0,
        ANGLEUNIT["degree",0.0174532925199433]],
    CS[ellipsoidal,2],
        AXIS["geodetic latitude (Lat)",north,
            ORDER[1],
            ANGLEUNIT["degree",0.0174532925199433]],
        AXIS["geodetic longitude (Lon)",east,
            ORDER[2],
            ANGLEUNIT["degree",0.0174532925199433]],
    ID["EPSG",4326]]
st_crs(organic_sf )
Coordinate Reference System:
  User input: WGS 84 
  wkt:
GEOGCRS["WGS 84",
    DATUM["World Geodetic System 1984",
        ELLIPSOID["WGS 84",6378137,298.257223563,
            LENGTHUNIT["metre",1]]],
    PRIMEM["Greenwich",0,
        ANGLEUNIT["degree",0.0174532925199433]],
    CS[ellipsoidal,2],
        AXIS["geodetic latitude (Lat)",north,
            ORDER[1],
            ANGLEUNIT["degree",0.0174532925199433]],
        AXIS["geodetic longitude (Lon)",east,
            ORDER[2],
            ANGLEUNIT["degree",0.0174532925199433]],
    ID["EPSG",4326]]
st_crs(dengue_sf )
Coordinate Reference System:
  User input: WGS 84 
  wkt:
GEOGCRS["WGS 84",
    DATUM["World Geodetic System 1984",
        ELLIPSOID["WGS 84",6378137,298.257223563,
            LENGTHUNIT["metre",1]]],
    PRIMEM["Greenwich",0,
        ANGLEUNIT["degree",0.0174532925199433]],
    CS[ellipsoidal,2],
        AXIS["geodetic latitude (Lat)",north,
            ORDER[1],
            ANGLEUNIT["degree",0.0174532925199433]],
        AXIS["geodetic longitude (Lon)",east,
            ORDER[2],
            ANGLEUNIT["degree",0.0174532925199433]],
    ID["EPSG",4326]]
st_crs(supermarket_sf )
Coordinate Reference System:
  User input: WGS 84 
  wkt:
GEOGCRS["WGS 84",
    DATUM["World Geodetic System 1984",
        ELLIPSOID["WGS 84",6378137,298.257223563,
            LENGTHUNIT["metre",1]]],
    PRIMEM["Greenwich",0,
        ANGLEUNIT["degree",0.0174532925199433]],
    CS[ellipsoidal,2],
        AXIS["geodetic latitude (Lat)",north,
            ORDER[1],
            ANGLEUNIT["degree",0.0174532925199433]],
        AXIS["geodetic longitude (Lon)",east,
            ORDER[2],
            ANGLEUNIT["degree",0.0174532925199433]],
    ID["EPSG",4326]]
st_crs(good_primary_school_sf )
Coordinate Reference System:
  User input: EPSG:4326 
  wkt:
GEOGCRS["WGS 84",
    ENSEMBLE["World Geodetic System 1984 ensemble",
        MEMBER["World Geodetic System 1984 (Transit)"],
        MEMBER["World Geodetic System 1984 (G730)"],
        MEMBER["World Geodetic System 1984 (G873)"],
        MEMBER["World Geodetic System 1984 (G1150)"],
        MEMBER["World Geodetic System 1984 (G1674)"],
        MEMBER["World Geodetic System 1984 (G1762)"],
        MEMBER["World Geodetic System 1984 (G2139)"],
        ELLIPSOID["WGS 84",6378137,298.257223563,
            LENGTHUNIT["metre",1]],
        ENSEMBLEACCURACY[2.0]],
    PRIMEM["Greenwich",0,
        ANGLEUNIT["degree",0.0174532925199433]],
    CS[ellipsoidal,2],
        AXIS["geodetic latitude (Lat)",north,
            ORDER[1],
            ANGLEUNIT["degree",0.0174532925199433]],
        AXIS["geodetic longitude (Lon)",east,
            ORDER[2],
            ANGLEUNIT["degree",0.0174532925199433]],
    USAGE[
        SCOPE["Horizontal component of 3D system."],
        AREA["World."],
        BBOX[-90,-180,90,180]],
    ID["EPSG",4326]]
sg_CostalOutline_sf <- st_set_crs(sg_CostalOutline_sf, 3414)
Warning: st_crs<- : replacing crs does not reproject data; use st_transform for
that
mpsz_sf <- st_set_crs(mpsz_sf, 3414)
Warning: st_crs<- : replacing crs does not reproject data; use st_transform for
that
train_sf <- st_set_crs(train_sf, 3414)
Warning: st_crs<- : replacing crs does not reproject data; use st_transform for
that
bus_sf <- st_set_crs(bus_sf, 3414)
Warning: st_crs<- : replacing crs does not reproject data; use st_transform for
that
# with st_transform(), we can change from one CRS to another
gantry_sf <- st_transform(gantry_sf, crs=3414)
cycling_sf <- st_transform(cycling_sf, crs=3414)
elderly_Care_sf <- st_transform(elderly_Care_sf, crs=3414)
gym_sf_2 <- st_transform(gym_sf_2, crs=3414)
organic_sf <- st_transform(organic_sf, crs=3414)
supermarket_sf <- st_transform(supermarket_sf, crs=3414)

dengue_sf <- st_transform(dengue_sf, crs=3414)
good_primary_school_sf <- st_transform(good_primary_school_sf, crs=3414)
st_crs(sg_CostalOutline_sf)
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(train_sf)
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(bus_sf)
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(gantry_sf)
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(cycling_sf)
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(elderly_Care_sf)
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(gym_sf_2)
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(organic_sf)
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(dengue_sf )
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(supermarket_sf)
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]
st_crs(good_primary_school_sf)
Coordinate Reference System:
  User input: EPSG:3414 
  wkt:
PROJCRS["SVY21 / Singapore TM",
    BASEGEOGCRS["SVY21",
        DATUM["SVY21",
            ELLIPSOID["WGS 84",6378137,298.257223563,
                LENGTHUNIT["metre",1]]],
        PRIMEM["Greenwich",0,
            ANGLEUNIT["degree",0.0174532925199433]],
        ID["EPSG",4757]],
    CONVERSION["Singapore Transverse Mercator",
        METHOD["Transverse Mercator",
            ID["EPSG",9807]],
        PARAMETER["Latitude of natural origin",1.36666666666667,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8801]],
        PARAMETER["Longitude of natural origin",103.833333333333,
            ANGLEUNIT["degree",0.0174532925199433],
            ID["EPSG",8802]],
        PARAMETER["Scale factor at natural origin",1,
            SCALEUNIT["unity",1],
            ID["EPSG",8805]],
        PARAMETER["False easting",28001.642,
            LENGTHUNIT["metre",1],
            ID["EPSG",8806]],
        PARAMETER["False northing",38744.572,
            LENGTHUNIT["metre",1],
            ID["EPSG",8807]]],
    CS[Cartesian,2],
        AXIS["northing (N)",north,
            ORDER[1],
            LENGTHUNIT["metre",1]],
        AXIS["easting (E)",east,
            ORDER[2],
            LENGTHUNIT["metre",1]],
    USAGE[
        SCOPE["Cadastre, engineering survey, topographic mapping."],
        AREA["Singapore - onshore and offshore."],
        BBOX[1.13,103.59,1.47,104.07]],
    ID["EPSG",3414]]

3.2 Plot

plot(st_geometry(sg_CostalOutline_sf))

plot(st_geometry(mpsz_sf))

Transport

tmap_mode("view")
tmap mode set to interactive viewing
tm_shape(mpsz_sf) +
  tm_borders(alpha = 0.5) +
  tmap_options(check.and.fix = TRUE) +
tm_shape(bus_sf) +
  tm_dots(col="beige", size=0.05) +
  tm_layout(main.title = "Bus Stops",
          main.title.position = "center",
          main.title.size = 1.2,
          frame = TRUE)+
tm_shape(gantry_sf) +
  tm_dots(alpha=0.5,
          col="green",
          size=0.05)+
tm_shape(train_sf ) +
  tm_dots(col="blue", size=0.05)
Warning: The shape mpsz_sf is invalid (after reprojection). See sf::st_is_valid

Health

tmap_mode("view")
tmap mode set to interactive viewing
tm_shape(elderly_Care_sf) +
  tm_dots(alpha=0.5,
          col="blue",
          size=0.05) +
tm_shape(cycling_sf) +
  tm_dots(alpha=0.5,
        col="yellow",
        size=0.05) +
tm_shape(gym_sf_2) +
  tm_dots(alpha=0.5,
        col="black",
        size=0.05)+
tm_shape(organic_sf) +
  tm_dots(alpha=0.5,
        col="green",
        size=0.05)+
tm_shape(dengue_sf) +
  tm_dots(alpha=0.5,
        col="red",
        size=0.05)+
tm_shape(supermarket_sf) +
  tm_dots(alpha=0.5,
        col="orange",
        size=0.05)
tmap_mode("view")
tmap mode set to interactive viewing
tm_shape(supermarket_sf) +
  tm_dots(alpha=0.5,
          col="blue",
          size=0.05) +
tm_shape(good_primary_school_sf) +
  tm_dots(alpha=0.5,
        col="yellow",
        size=0.05) 

4. Importing Aspatial Data

Aspatial data set:

For the purpose of this take-home exercise, HDB Resale Flat Prices provided by Data.gov.sg should be used as the core data set. The study should focus on either three-room, four-room or five-room flat and transaction period should be from 1st January 2021 to 31st December 2022. The test data should be January and February 2023 resale prices.

Below is a list of recommended predictors to consider. However, students are free to include other appropriate independent variables.

require(dplyr)

resale = read_csv("data/aspatial/resale-flat-prices-based-on-registration-date-from-jan-2017-onwards.csv", show_col_types=FALSE)


resale <- resale %>% 
  filter(flat_type == "5 ROOM") %>%
  filter(month >= "2021-08" & month < "2022-12")
resale$street_name <- gsub("ST\\.", "SAINT", resale$street_name)
library(httr)

Attaching package: 'httr'
The following object is masked from 'package:plotly':

    config
geocode <- function(block, streetname) {
  base_url <- "https://developers.onemap.sg/commonapi/search"
  address <- paste(block, streetname, sep = " ")
  query <- list("searchVal" = address, 
                "returnGeom" = "Y",
                "getAddrDetails" = "N",
                "pageNum" = "1")
  
  res <- GET(base_url, query = query)
  restext<-content(res, as="text")
  
  output <- fromJSON(restext)  %>% 
    as.data.frame %>%
    select(results.LATITUDE, results.LONGITUDE)

  return(output)
}
resale$LATITUDE <- 0
resale$LONGITUDE <- 0

for (i in 1:nrow(resale)){
  temp_output <- geocode(resale[i, 4], resale[i, 5])
  
  resale$LATITUDE[i] <- temp_output$results.LATITUDE
  resale$LONGITUDE[i] <- temp_output$results.LONGITUDE
}
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LATITUDE[i] <- temp_output$results.LATITUDE: number of items
to replace is not a multiple of replacement length
Warning in resale$LONGITUDE[i] <- temp_output$results.LONGITUDE: number of items
to replace is not a multiple of replacement length

4.1 Structural Factors

Floor level
unique(resale$storey_range)
 [1] "01 TO 03" "10 TO 12" "07 TO 09" "16 TO 18" "22 TO 24" "04 TO 06"
 [7] "19 TO 21" "28 TO 30" "25 TO 27" "13 TO 15" "37 TO 39" "31 TO 33"
[13] "34 TO 36" "40 TO 42" "46 TO 48" "43 TO 45" "49 TO 51"
resale <- resale %>%
  pivot_wider(names_from = storey_range, values_from = storey_range, 
              values_fn = list(storey_range = ~1), values_fill = 0) 
Remaining lease
str_list <- str_split(resale$remaining_lease, " ")

for (i in 1:length(str_list)) {
  if (length(unlist(str_list[i])) > 2) {
      year <- as.numeric(unlist(str_list[i])[1])
      month <- as.numeric(unlist(str_list[i])[3])
      resale$remaining_lease[i] <- year + round(month/12, 2)
  }
  else {
    year <- as.numeric(unlist(str_list[i])[1])
    resale$remaining_lease[i] <- year
  }
}

4.2 Locational Factors

Proxomity to CBD
lat <- 1.287953
lng <- 103.851784

cbd_sf <- data.frame(lat, lng) %>%
  st_as_sf(coords = c("lng", "lat"), crs=4326) %>%
  st_transform(crs=3414)

4.3 Remaining Data Pre-Processing

Missing values
sum(is.na(resale$LATITUDE))
[1] 0
sum(is.na(resale$LONGITUDE))
[1] 0
Convert into SF object + transforming coordinate system
# st_as_sf outputs a simple features data frame
resale_sf <- st_as_sf(resale, 
                      coords =c("LONGITUDE", 
                                 "LATITUDE"),crs=4326) %>%
                                           st_transform(crs = 3414)
Proximity Distance Calculation
proximity <- function(df1, df2, varname) {
  df1_transformed <- st_transform(df1, st_crs(df2))
  dist_matrix <- st_distance(df1_transformed, df2) %>% drop_units()
  df1[,varname] <- rowMins(dist_matrix)
  return(df1)
}
resale_sf <- 
  proximity(resale_sf, cbd_sf, "PROX_CBD") %>%
  proximity(.,elderly_Care_sf, "PROX_ELDERCARE") %>%
  proximity(., gym_sf_2 , "PROX_TO_GYM") %>%
  proximity(., organic_sf, "PROX_HEALTHY_EATERIES") %>%
  proximity(., supermarket_sf, "PROX_SUPERMARKET") %>%
  proximity(., good_primary_school_sf, "PROX_TOP_PRIMARY") %>%
  proximity(., train_sf, "PROX_MRT_LRT") %>%
  proximity(., cycling_sf, "PROX_CYCLING")

** 4.4 Facility Count within Radius Calculation**

num_radius <- function(df1, df2, varname, radius) {
 df1_transformed <- st_transform(df1, st_crs(df2))
  dist_matrix <- st_distance(df1_transformed, df2) %>% drop_units() %>%
    as.data.frame()
  df1[,varname] <- rowSums(dist_matrix <= radius)
  return(df1)
}
resale_sf <- 
  num_radius(resale_sf, train_sf, "NUM_MRT", 350) %>%
  num_radius(., elderly_Care_sf, "NUM_ELDERLY_CARE", 350) %>%
  num_radius(., gym_sf_2, "NUM_GYMS", 350) %>%
  num_radius(., organic_sf, "NUM_HEALTHY_EATERIES", 350) %>%
  num_radius(., dengue_sf, "NUM_DENGUE_CASES", 350)%>%
  num_radius(., supermarket_sf , "NUM_SUPERMARKET", 350)%>%
  num_radius(., good_primary_school_sf  , "NUM_GOOD_PRIMARY_SCHOOL", 350)%>%
  num_radius(., gantry_sf   , "NUM_ERP", 350)%>%
  num_radius(., cycling_sf   , "NUM_CYCLING", 350)

** 4.5 Saving the Dataset**

resale_sf <- resale_sf %>%
  mutate() %>%
  rename("AREA_SQM" = "floor_area_sqm", 
         "LEASE_YRS" = "remaining_lease", 
         "PRICE"= "resale_price") %>%
  relocate(`PRICE`)

st_write(resale_sf, "data/geospatial/resale-final.shp")
Warning in abbreviate_shapefile_names(obj): Field names abbreviated for ESRI
Shapefile driver
Writing layer `resale-final' to data source 
  `data/geospatial/resale-final.shp' using driver `ESRI Shapefile'
Writing 9608 features with 44 fields and geometry type Point.

** 5.0 Predictive Model**

Task :

In this take-home exercise, you are tasked to predict HDB resale prices at the sub-market level (i.e. HDB 3-room, HDB 4-room and HDB 5-room) for the month of January and February 2023 in Singapore. The predictive models must be built by using by using conventional OLS method and GWR methods. You are also required to compare the performance of the conventional OLS method versus the geographical weighted methods.

resale_sf_final <- st_read(dsn="data/geospatial", layer="resale-final")
Reading layer `resale-final' from data source 
  `C:\tiffanik\IS415-GAA\Take-home_Ex\Take-home_Ex03\data\geospatial' 
  using driver `ESRI Shapefile'
Simple feature collection with 9608 features and 44 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 6958.193 ymin: 28157.26 xmax: 42645.18 ymax: 48741.06
Projected CRS: SVY21 / Singapore TM
glimpse(resale_sf_final)
Rows: 9,608
Columns: 45
$ PRICE    <dbl> 545000, 565000, 583000, 585000, 600000, 608000, 608000, 63888…
$ month    <chr> "2021-08", "2021-08", "2021-08", "2021-08", "2021-08", "2021-…
$ town     <chr> "ANG MO KIO", "ANG MO KIO", "ANG MO KIO", "ANG MO KIO", "ANG …
$ flt_typ  <chr> "5 ROOM", "5 ROOM", "5 ROOM", "5 ROOM", "5 ROOM", "5 ROOM", "…
$ block    <chr> "305", "437", "620", "111", "460", "222", "622", "521", "423"…
$ strt_nm  <chr> "ANG MO KIO AVE 1", "ANG MO KIO AVE 10", "ANG MO KIO AVE 9", …
$ AREA_SQ  <dbl> 123, 119, 121, 117, 120, 126, 121, 118, 133, 110, 120, 110, 1…
$ flt_mdl  <chr> "Standard", "Improved", "Improved", "Improved", "Improved", "…
$ ls_cmm_  <dbl> 1977, 1979, 1980, 1978, 1980, 1993, 1980, 1980, 1993, 2003, 2…
$ LEASE_Y  <chr> "55", "56.5", "58.17", "56.08", "57.5", "70.75", "58.17", "58…
$ X01TO03  <dbl> 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0…
$ X10TO12  <dbl> 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0…
$ X07TO09  <dbl> 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0…
$ X16TO18  <dbl> 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ X22TO24  <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0…
$ X04TO06  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1…
$ X19TO21  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0…
$ X28TO30  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0…
$ X25TO27  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ X13TO15  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ X37TO39  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ X31TO33  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ X34TO36  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ X40TO42  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ X46TO48  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ X43TO45  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ X49TO51  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ PROX_CB  <dbl> 8663.223, 8764.271, 10536.371, 9307.174, 8705.965, 8742.057, …
$ PROX_EL  <dbl> 190.88336, 243.85414, 459.47437, 184.73950, 342.45493, 378.56…
$ PROX_TO_ <dbl> 424.6724, 585.1716, 692.6223, 1248.0598, 695.6748, 983.1201, …
$ PROX_HE  <dbl> 379.08294, 351.48098, 527.43528, 240.95228, 326.91655, 796.97…
$ PROX_SU  <dbl> 245.54295, 340.63089, 906.88241, 370.37965, 428.42087, 258.79…
$ PROX_TOP <dbl> 1249.1025, 1619.7118, 1088.2763, 505.9362, 1877.6996, 1071.64…
$ PROX_MR  <dbl> 524.39234, 445.26238, 278.54785, 60.41303, 1078.83725, 600.60…
$ PROX_CY  <dbl> 1051.7044, 254.6019, 2292.6299, 2006.0870, 498.5147, 1779.388…
$ NUM_MRT  <dbl> 0, 0, 2, 7, 0, 0, 1, 0, 4, 2, 0, 3, 0, 0, 0, 0, 0, 2, 0, 0, 0…
$ NUM_ELD  <dbl> 1, 1, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 1, 1, 1, 1, 0, 0, 2, 1, 0…
$ NUM_GYM  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0…
$ NUM_HEA  <dbl> 0, 0, 0, 2, 1, 0, 0, 0, 1, 26, 1, 0, 1, 0, 0, 0, 0, 0, 0, 18,…
$ NUM_DEN  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ NUM_SUP  <dbl> 1, 1, 0, 0, 0, 2, 0, 2, 0, 2, 2, 2, 1, 1, 1, 1, 0, 0, 0, 2, 1…
$ NUM_GOO  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ NUM_ERP  <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ NUM_CYC  <dbl> 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ geometry <POINT [m]> POINT (29412.84 38680.21), POINT (30217.84 38803.58), P…
summary(resale_sf_final)
     PRICE            month               town             flt_typ         
 Min.   : 373888   Length:9608        Length:9608        Length:9608       
 1st Qu.: 540000   Class :character   Class :character   Class :character  
 Median : 605000   Mode  :character   Mode  :character   Mode  :character  
 Mean   : 640656                                                           
 3rd Qu.: 698888                                                           
 Max.   :1418000                                                           
    block             strt_nm             AREA_SQ        flt_mdl         
 Length:9608        Length:9608        Min.   : 99.0   Length:9608       
 Class :character   Class :character   1st Qu.:112.0   Class :character  
 Mode  :character   Mode  :character   Median :115.0   Mode  :character  
                                       Mean   :117.4                     
                                       3rd Qu.:122.0                     
                                       Max.   :159.0                     
    ls_cmm_       LEASE_Y             X01TO03          X10TO12     
 Min.   :1972   Length:9608        Min.   :0.0000   Min.   :0.000  
 1st Qu.:1993   Class :character   1st Qu.:0.0000   1st Qu.:0.000  
 Median :2000   Mode  :character   Median :0.0000   Median :0.000  
 Mean   :2000                      Mean   :0.1566   Mean   :0.178  
 3rd Qu.:2011                      3rd Qu.:0.0000   3rd Qu.:0.000  
 Max.   :2019                      Max.   :1.0000   Max.   :1.000  
    X07TO09         X16TO18           X22TO24           X04TO06     
 Min.   :0.000   Min.   :0.00000   Min.   :0.00000   Min.   :0.000  
 1st Qu.:0.000   1st Qu.:0.00000   1st Qu.:0.00000   1st Qu.:0.000  
 Median :0.000   Median :0.00000   Median :0.00000   Median :0.000  
 Mean   :0.206   Mean   :0.06245   Mean   :0.02134   Mean   :0.203  
 3rd Qu.:0.000   3rd Qu.:0.00000   3rd Qu.:0.00000   3rd Qu.:0.000  
 Max.   :1.000   Max.   :1.00000   Max.   :1.00000   Max.   :1.000  
    X19TO21           X28TO30            X25TO27           X13TO15      
 Min.   :0.00000   Min.   :0.000000   Min.   :0.00000   Min.   :0.0000  
 1st Qu.:0.00000   1st Qu.:0.000000   1st Qu.:0.00000   1st Qu.:0.0000  
 Median :0.00000   Median :0.000000   Median :0.00000   Median :0.0000  
 Mean   :0.02862   Mean   :0.006453   Mean   :0.01041   Mean   :0.1171  
 3rd Qu.:0.00000   3rd Qu.:0.000000   3rd Qu.:0.00000   3rd Qu.:0.0000  
 Max.   :1.00000   Max.   :1.000000   Max.   :1.00000   Max.   :1.0000  
    X37TO39            X31TO33            X34TO36            X40TO42        
 Min.   :0.000000   Min.   :0.000000   Min.   :0.000000   Min.   :0.000000  
 1st Qu.:0.000000   1st Qu.:0.000000   1st Qu.:0.000000   1st Qu.:0.000000  
 Median :0.000000   Median :0.000000   Median :0.000000   Median :0.000000  
 Mean   :0.002394   Mean   :0.003331   Mean   :0.002914   Mean   :0.001561  
 3rd Qu.:0.000000   3rd Qu.:0.000000   3rd Qu.:0.000000   3rd Qu.:0.000000  
 Max.   :1.000000   Max.   :1.000000   Max.   :1.000000   Max.   :1.000000  
    X46TO48             X43TO45             X49TO51             PROX_CB     
 Min.   :0.0000000   Min.   :0.0000000   Min.   :0.0000000   Min.   : 1611  
 1st Qu.:0.0000000   1st Qu.:0.0000000   1st Qu.:0.0000000   1st Qu.:10893  
 Median :0.0000000   Median :0.0000000   Median :0.0000000   Median :13545  
 Mean   :0.0006245   Mean   :0.0002082   Mean   :0.0001041   Mean   :12809  
 3rd Qu.:0.0000000   3rd Qu.:0.0000000   3rd Qu.:0.0000000   3rd Qu.:15363  
 Max.   :1.0000000   Max.   :1.0000000   Max.   :1.0000000   Max.   :23277  
    PROX_EL            PROX_TO_           PROX_HE             PROX_SU         
 Min.   :   0.001   Min.   :   0.001   Min.   :   0.0003   Min.   :   0.0006  
 1st Qu.: 364.076   1st Qu.: 726.739   1st Qu.: 212.7275   1st Qu.: 174.5749  
 Median : 640.062   Median :1174.555   Median : 322.0353   Median : 266.7054  
 Mean   : 835.090   Mean   :1359.485   Mean   : 347.8716   Mean   : 289.0742  
 3rd Qu.:1139.580   3rd Qu.:1750.618   3rd Qu.: 456.1041   3rd Qu.: 385.3586  
 Max.   :8265.971   Max.   :6131.626   Max.   :1875.7317   Max.   :1016.8270  
    PROX_TOP          PROX_MR           PROX_CY           NUM_MRT       
 Min.   :  123.7   Min.   :  27.39   Min.   :  13.41   Min.   : 0.0000  
 1st Qu.: 2321.1   1st Qu.: 260.20   1st Qu.:1321.89   1st Qu.: 0.0000  
 Median : 3609.6   Median : 439.15   Median :2269.49   Median : 0.0000  
 Mean   : 4122.0   Mean   : 539.48   Mean   :2405.47   Mean   : 0.9327  
 3rd Qu.: 5557.7   3rd Qu.: 721.57   3rd Qu.:3137.69   3rd Qu.: 2.0000  
 Max.   :13121.4   Max.   :2129.09   Max.   :8514.76   Max.   :10.0000  
    NUM_ELD          NUM_GYM           NUM_HEA          NUM_DEN       
 Min.   :0.0000   Min.   : 0.0000   Min.   : 0.000   Min.   :0.00000  
 1st Qu.:0.0000   1st Qu.: 0.0000   1st Qu.: 0.000   1st Qu.:0.00000  
 Median :0.0000   Median : 0.0000   Median : 1.000   Median :0.00000  
 Mean   :0.2929   Mean   : 0.1073   Mean   : 2.568   Mean   :0.06921  
 3rd Qu.:0.0000   3rd Qu.: 0.0000   3rd Qu.: 2.000   3rd Qu.:0.00000  
 Max.   :5.0000   Max.   :13.0000   Max.   :38.000   Max.   :5.00000  
    NUM_SUP         NUM_GOO           NUM_ERP           NUM_CYC       
 Min.   :0.000   Min.   :0.00000   Min.   :0.00000   Min.   : 0.0000  
 1st Qu.:0.000   1st Qu.:0.00000   1st Qu.:0.00000   1st Qu.: 0.0000  
 Median :1.000   Median :0.00000   Median :0.00000   Median : 0.0000  
 Mean   :1.287   Mean   :0.01697   Mean   :0.02977   Mean   : 0.4492  
 3rd Qu.:2.000   3rd Qu.:0.00000   3rd Qu.:0.00000   3rd Qu.: 0.0000  
 Max.   :7.000   Max.   :1.00000   Max.   :6.00000   Max.   :29.0000  
          geometry   
 POINT        :9608  
 epsg:3414    :   0  
 +proj=tmer...:   0  
                     
                     
                     

5.1.1 Exploratory Data Analysis (EDA)

ggplot(data=resale_sf_final, aes(x=`PRICE`)) +
  geom_histogram(bins=20, color="black", fill="light blue")

condo_resale.sf <- resale_sf_final %>%
  mutate(`LOG_SELLING_PRICE` = log(PRICE))
ggplot(data=resale_sf_final, aes(x=`PRICE`)) +
  geom_histogram(bins=20, color="black", fill="light blue")

5.1.2 Multiple Histogram Plots distribution of variables

AREA_SQM <- ggplot(data=resale_sf_final, aes(x= `AREA_SQ`)) + 
  geom_histogram(bins=20, color="black", fill="light blue")

PROX_CBD <- ggplot(data=resale_sf_final, aes(x= `PROX_CB`)) +
  geom_histogram(bins=20, color="black", fill="light blue")

PROX_ELDERLYCARE <- ggplot(data=resale_sf_final, aes(x= `PROX_EL`)) +
  geom_histogram(bins=20, color="black", fill="light blue")

PROX_TO_GYM <- ggplot(data=resale_sf_final, 
                               aes(x= `PROX_TO_`)) +
  geom_histogram(bins=20, color="black", fill="light blue")

PROX_HEALTHY_EATERIES <- ggplot(data=resale_sf_final, aes(x= `PROX_HE`)) +
  geom_histogram(bins=20, color="black", fill="light blue")

PROX_SUPERMARKET<- ggplot(data=resale_sf_final, aes(x= `PROX_SU`)) +
  geom_histogram(bins=20, color="black", fill="light blue")

PROX_MRT <- ggplot(data=resale_sf_final, aes(x= `PROX_MR`)) +
  geom_histogram(bins=20, color="black", fill="light blue")

PROX_TOP_PRIMARY_SCH <- ggplot(data=resale_sf_final, aes(x= `PROX_TOP`)) +
  geom_histogram(bins=20, color="black", fill="light blue")

PROX_CYCLING <- ggplot(data=resale_sf_final, 
                               aes(x= `PROX_CY`)) +
  geom_histogram(bins=20, color="black", fill="light blue")

ggarrange(AREA_SQM, PROX_CBD, PROX_ELDERLYCARE, 
          PROX_TO_GYM , PROX_HEALTHY_EATERIES, PROX_SUPERMARKET, PROX_MRT,
          PROX_TOP_PRIMARY_SCH, PROX_CYCLING,
          ncol = 3, nrow = 4)

5.1.3 Drawing Statistical Point Map

tmap_mode("view")
tmap mode set to interactive viewing
tm_shape(resale_sf_final) +  
  tm_dots(col = "PRICE",
          alpha = 0.6,
          style="quantile") +
  tm_view(set.zoom.limits = c(11,14))
tmap_mode("plot")
tmap mode set to plotting

5.2 Hedonic Pricing Modelling in R

condo.slr <- lm(formula=PRICE ~ AREA_SQ, data = resale_sf_final)
summary(condo.slr)

Call:
lm(formula = PRICE ~ AREA_SQ, data = resale_sf_final)

Residuals:
    Min      1Q  Median      3Q     Max 
-265201 -100071  -36545   56982  776210 

Coefficients:
            Estimate Std. Error t value Pr(>|t|)    
(Intercept) 611831.3    24079.9  25.408   <2e-16 ***
AREA_SQ        245.6      204.7   1.199     0.23    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 145800 on 9606 degrees of freedom
Multiple R-squared:  0.0001497, Adjusted R-squared:  4.563e-05 
F-statistic: 1.438 on 1 and 9606 DF,  p-value: 0.2304
ggplot(data=resale_sf_final,  
       aes(x=`AREA_SQ`, y=`PRICE`)) +
  geom_point() +
  geom_smooth(method = lm)
`geom_smooth()` using formula = 'y ~ x'

5.2.1 Building a hedonic pricing model using multiple linear regression method

hdb_5_room_.mlr <- lm(formula =PRICE ~ 
                  AREA_SQ +
                  LEASE_Y +
                  PROX_CB + 
                  PROX_EL + 
                  PROX_TO_ +
                  PROX_HE + 
                  PROX_SU +                                                                          PROX_TOP +
                  PROX_SU + 
                  PROX_MR +
                  PROX_CY,
                data =resale_sf_final)
summary(hdb_5_room_.mlr)

Call:
lm(formula = PRICE ~ AREA_SQ + LEASE_Y + PROX_CB + PROX_EL + 
    PROX_TO_ + PROX_HE + PROX_SU + PROX_TOP + PROX_SU + PROX_MR + 
    PROX_CY, data = resale_sf_final)

Residuals:
    Min      1Q  Median      3Q     Max 
-364342  -49939   -3828   42220  450286 

Coefficients:
               Estimate Std. Error t value Pr(>|t|)    
(Intercept)   2.346e+05  8.577e+04   2.735 0.006245 ** 
AREA_SQ       4.662e+03  2.342e+02  19.904  < 2e-16 ***
LEASE_Y49.25 -7.242e+04  1.126e+05  -0.643 0.520262    
LEASE_Y49.75 -1.036e+05  1.127e+05  -0.920 0.357763    
LEASE_Y50    -5.281e+04  1.128e+05  -0.468 0.639519    
LEASE_Y50.08 -6.339e+04  1.126e+05  -0.563 0.573624    
LEASE_Y50.75  9.481e+04  9.210e+04   1.029 0.303317    
LEASE_Y50.83  9.875e+04  9.764e+04   1.011 0.311856    
LEASE_Y50.92 -9.662e+04  1.127e+05  -0.857 0.391297    
LEASE_Y51     2.315e+05  1.127e+05   2.053 0.040073 *  
LEASE_Y51.17  7.480e+04  9.210e+04   0.812 0.416695    
LEASE_Y51.25  2.353e+05  9.205e+04   2.556 0.010604 *  
LEASE_Y51.33  2.372e+05  8.921e+04   2.659 0.007861 ** 
LEASE_Y51.42  1.506e+05  8.915e+04   1.690 0.091119 .  
LEASE_Y51.5   2.477e+05  8.462e+04   2.927 0.003433 ** 
LEASE_Y51.58  1.980e+05  9.209e+04   2.150 0.031603 *  
LEASE_Y51.67  1.714e+05  8.615e+04   1.990 0.046661 *  
LEASE_Y51.75  1.976e+05  8.456e+04   2.337 0.019482 *  
LEASE_Y51.83  1.310e+05  8.915e+04   1.469 0.141759    
LEASE_Y51.92  3.766e+04  9.208e+04   0.409 0.682517    
LEASE_Y52     1.313e+05  8.459e+04   1.553 0.120543    
LEASE_Y52.08  1.575e+05  8.409e+04   1.873 0.061086 .  
LEASE_Y52.17  2.400e+05  8.919e+04   2.691 0.007146 ** 
LEASE_Y52.25  1.586e+05  8.917e+04   1.778 0.075392 .  
LEASE_Y52.33  2.411e+05  8.738e+04   2.760 0.005798 ** 
LEASE_Y52.42  9.060e+04  8.409e+04   1.077 0.281348    
LEASE_Y52.5   1.239e+05  8.526e+04   1.453 0.146220    
LEASE_Y52.58  1.295e+05  8.526e+04   1.518 0.128957    
LEASE_Y52.67  1.055e+05  8.922e+04   1.182 0.237056    
LEASE_Y52.75  1.180e+05  8.463e+04   1.395 0.163117    
LEASE_Y52.83  1.052e+05  9.218e+04   1.141 0.253998    
LEASE_Y52.92  9.278e+04  8.733e+04   1.062 0.288052    
LEASE_Y53     1.851e+04  1.128e+05   0.164 0.869636    
LEASE_Y53.08  9.008e+04  8.304e+04   1.085 0.278055    
LEASE_Y53.17  1.565e+05  8.615e+04   1.816 0.069371 .  
LEASE_Y53.25  1.487e+05  8.612e+04   1.727 0.084236 .  
LEASE_Y53.33  1.078e+05  8.405e+04   1.283 0.199657    
LEASE_Y53.42  7.302e+04  8.333e+04   0.876 0.380902    
LEASE_Y53.5   3.182e+04  8.409e+04   0.378 0.705179    
LEASE_Y53.58 -2.172e+03  8.734e+04  -0.025 0.980159    
LEASE_Y53.67  3.160e+04  8.362e+04   0.378 0.705546    
LEASE_Y53.75  8.359e+04  8.365e+04   0.999 0.317646    
LEASE_Y53.83  5.898e+04  8.459e+04   0.697 0.485626    
LEASE_Y53.92  6.913e+04  8.408e+04   0.822 0.411007    
LEASE_Y54     3.079e+02  8.917e+04   0.003 0.997245    
LEASE_Y54.08  4.925e+04  8.332e+04   0.591 0.554455    
LEASE_Y54.17  1.121e+05  8.407e+04   1.334 0.182293    
LEASE_Y54.25  3.224e+04  8.606e+04   0.375 0.707942    
LEASE_Y54.33  1.192e+05  8.300e+04   1.436 0.151135    
LEASE_Y54.42  3.770e+04  8.913e+04   0.423 0.672348    
LEASE_Y54.5   9.382e+04  8.526e+04   1.100 0.271151    
LEASE_Y54.58  2.482e+04  8.366e+04   0.297 0.766740    
LEASE_Y54.67  1.152e+05  8.329e+04   1.383 0.166743    
LEASE_Y54.75  7.099e+04  8.613e+04   0.824 0.409835    
LEASE_Y54.83  1.453e+04  8.220e+04   0.177 0.859655    
LEASE_Y54.92  5.209e+04  8.206e+04   0.635 0.525565    
LEASE_Y55     5.282e+04  8.331e+04   0.634 0.526074    
LEASE_Y55.08  1.411e+05  8.915e+04   1.583 0.113496    
LEASE_Y55.17  6.319e+04  8.329e+04   0.759 0.448064    
LEASE_Y55.25  4.931e+04  8.170e+04   0.604 0.546138    
LEASE_Y55.33  7.533e+04  8.327e+04   0.905 0.365683    
LEASE_Y55.42  5.929e+04  8.203e+04   0.723 0.469812    
LEASE_Y55.5   7.056e+04  8.303e+04   0.850 0.395421    
LEASE_Y55.58  3.681e+04  8.523e+04   0.432 0.665846    
LEASE_Y55.67  6.779e+04  8.329e+04   0.814 0.415684    
LEASE_Y55.75  5.784e+04  8.276e+04   0.699 0.484625    
LEASE_Y55.83  4.361e+04  8.737e+04   0.499 0.617668    
LEASE_Y55.92  5.333e+04  8.409e+04   0.634 0.525944    
LEASE_Y56     3.091e+04  8.525e+04   0.363 0.716885    
LEASE_Y56.08  4.928e+04  8.254e+04   0.597 0.550524    
LEASE_Y56.17  2.581e+04  8.334e+04   0.310 0.756855    
LEASE_Y56.25  5.136e+04  8.220e+04   0.625 0.532102    
LEASE_Y56.33  4.583e+04  8.461e+04   0.542 0.588083    
LEASE_Y56.42  6.692e+04  8.459e+04   0.791 0.428914    
LEASE_Y56.5   4.082e+04  8.530e+04   0.479 0.632235    
LEASE_Y56.58  4.392e+04  8.744e+04   0.502 0.615440    
LEASE_Y56.67  2.807e+04  8.529e+04   0.329 0.742070    
LEASE_Y56.75  7.233e+04  8.524e+04   0.849 0.396123    
LEASE_Y56.83  6.650e+04  8.522e+04   0.780 0.435190    
LEASE_Y56.92  9.182e+04  8.613e+04   1.066 0.286416    
LEASE_Y57     1.446e+05  9.209e+04   1.570 0.116359    
LEASE_Y57.08  3.577e+04  8.405e+04   0.426 0.670412    
LEASE_Y57.17  4.695e+04  8.299e+04   0.566 0.571563    
LEASE_Y57.25  3.572e+04  8.456e+04   0.422 0.672707    
LEASE_Y57.33  6.891e+04  8.403e+04   0.820 0.412189    
LEASE_Y57.42  5.083e+04  8.916e+04   0.570 0.568622    
LEASE_Y57.5   5.403e+04  8.734e+04   0.619 0.536194    
LEASE_Y57.58  6.588e+04  8.364e+04   0.788 0.430872    
LEASE_Y57.67  6.182e+04  8.915e+04   0.693 0.488040    
LEASE_Y57.75  7.485e+04  8.328e+04   0.899 0.368784    
LEASE_Y57.83  6.381e+04  8.362e+04   0.763 0.445414    
LEASE_Y57.92  3.156e+04  8.525e+04   0.370 0.711217    
LEASE_Y58     6.757e+04  8.458e+04   0.799 0.424403    
LEASE_Y58.08  6.775e+04  8.407e+04   0.806 0.420302    
LEASE_Y58.17  9.705e+04  8.736e+04   1.111 0.266650    
LEASE_Y58.25  5.122e+04  8.458e+04   0.606 0.544805    
LEASE_Y58.33  3.521e+04  8.328e+04   0.423 0.672430    
LEASE_Y58.42  4.047e+04  8.734e+04   0.463 0.643126    
LEASE_Y58.5   1.116e+05  1.127e+05   0.990 0.322066    
LEASE_Y58.58  7.452e+04  9.207e+04   0.809 0.418302    
LEASE_Y58.67  9.786e+04  8.612e+04   1.136 0.255858    
LEASE_Y58.75  3.143e+04  8.730e+04   0.360 0.718816    
LEASE_Y58.83 -6.697e+04  9.761e+04  -0.686 0.492689    
LEASE_Y58.92  1.322e+05  8.734e+04   1.514 0.130117    
LEASE_Y59     8.810e+04  8.612e+04   1.023 0.306343    
LEASE_Y59.08  2.980e+04  8.611e+04   0.346 0.729268    
LEASE_Y59.17  1.139e+05  8.526e+04   1.336 0.181519    
LEASE_Y59.25  2.411e+04  8.522e+04   0.283 0.777215    
LEASE_Y59.33  1.602e+05  9.211e+04   1.739 0.081998 .  
LEASE_Y59.42  1.082e+05  8.613e+04   1.256 0.209100    
LEASE_Y59.5   9.180e+04  8.915e+04   1.030 0.303163    
LEASE_Y59.58  6.385e+04  8.609e+04   0.742 0.458302    
LEASE_Y59.67  3.659e+04  8.610e+04   0.425 0.670858    
LEASE_Y59.75  1.008e+05  8.361e+04   1.206 0.227947    
LEASE_Y59.83 -1.868e+03  9.205e+04  -0.020 0.983807    
LEASE_Y59.92  1.227e+05  8.728e+04   1.405 0.159932    
LEASE_Y60     7.222e+04  8.454e+04   0.854 0.392983    
LEASE_Y60.08  7.420e+04  8.520e+04   0.871 0.383790    
LEASE_Y60.17  9.465e+04  9.203e+04   1.028 0.303762    
LEASE_Y60.25  3.764e+04  8.910e+04   0.422 0.672731    
LEASE_Y60.33  7.662e+04  8.455e+04   0.906 0.364842    
LEASE_Y60.42  3.642e+04  8.520e+04   0.427 0.669055    
LEASE_Y60.5   5.090e+04  8.357e+04   0.609 0.542507    
LEASE_Y60.58  9.834e+04  8.517e+04   1.155 0.248275    
LEASE_Y60.67  7.505e+04  8.908e+04   0.842 0.399537    
LEASE_Y60.75  7.290e+04  8.292e+04   0.879 0.379336    
LEASE_Y60.83  9.294e+04  8.320e+04   1.117 0.264034    
LEASE_Y60.92  1.362e+05  8.267e+04   1.647 0.099537 .  
LEASE_Y61     6.176e+04  8.247e+04   0.749 0.453982    
LEASE_Y61.08  1.077e+05  8.145e+04   1.322 0.186173    
LEASE_Y61.17  1.234e+05  8.321e+04   1.483 0.138045    
LEASE_Y61.25  1.231e+05  8.154e+04   1.509 0.131267    
LEASE_Y61.33  1.172e+05  8.176e+04   1.434 0.151683    
LEASE_Y61.42  8.048e+04  8.248e+04   0.976 0.329199    
LEASE_Y61.5   1.388e+05  8.216e+04   1.690 0.091141 .  
LEASE_Y61.58  6.916e+04  8.266e+04   0.837 0.402784    
LEASE_Y61.67  1.221e+05  8.188e+04   1.492 0.135825    
LEASE_Y61.75  1.131e+05  8.132e+04   1.391 0.164382    
LEASE_Y61.83  7.928e+04  8.148e+04   0.973 0.330611    
LEASE_Y61.92  1.105e+05  8.135e+04   1.358 0.174368    
LEASE_Y62     7.741e+04  8.121e+04   0.953 0.340501    
LEASE_Y62.08  9.584e+04  8.142e+04   1.177 0.239177    
LEASE_Y62.17  1.131e+05  8.127e+04   1.391 0.164121    
LEASE_Y62.25  8.613e+04  8.168e+04   1.055 0.291671    
LEASE_Y62.33  7.351e+04  8.158e+04   0.901 0.367585    
LEASE_Y62.42  6.324e+04  8.159e+04   0.775 0.438278    
LEASE_Y62.5   7.420e+04  8.102e+04   0.916 0.359812    
LEASE_Y62.58  9.314e+04  8.219e+04   1.133 0.257150    
LEASE_Y62.67  7.664e+04  8.190e+04   0.936 0.349436    
LEASE_Y62.75  3.907e+04  8.270e+04   0.472 0.636596    
LEASE_Y62.83  1.168e+05  8.359e+04   1.398 0.162240    
LEASE_Y62.92  6.637e+04  8.190e+04   0.810 0.417766    
LEASE_Y63     8.267e+04  8.274e+04   0.999 0.317779    
LEASE_Y63.08  8.092e+04  8.362e+04   0.968 0.333264    
LEASE_Y63.17  8.264e+04  8.250e+04   1.002 0.316570    
LEASE_Y63.25  8.011e+04  8.218e+04   0.975 0.329708    
LEASE_Y63.33  1.112e+05  8.169e+04   1.361 0.173608    
LEASE_Y63.42  7.948e+04  8.204e+04   0.969 0.332659    
LEASE_Y63.5   9.918e+04  8.524e+04   1.164 0.244638    
LEASE_Y63.58  1.028e+05  8.298e+04   1.239 0.215434    
LEASE_Y63.67  9.456e+04  8.219e+04   1.150 0.249974    
LEASE_Y63.75  9.458e+04  8.360e+04   1.131 0.257937    
LEASE_Y63.83  8.284e+04  8.153e+04   1.016 0.309618    
LEASE_Y63.92  1.051e+05  8.273e+04   1.270 0.204179    
LEASE_Y64     8.798e+04  8.253e+04   1.066 0.286406    
LEASE_Y64.08  1.601e+05  8.328e+04   1.922 0.054585 .  
LEASE_Y64.17  1.346e+05  8.170e+04   1.648 0.099404 .  
LEASE_Y64.25  1.308e+05  8.218e+04   1.591 0.111636    
LEASE_Y64.33  1.669e+05  8.327e+04   2.005 0.045023 *  
LEASE_Y64.42  1.446e+05  8.218e+04   1.759 0.078549 .  
LEASE_Y64.5   1.244e+05  8.235e+04   1.510 0.131057    
LEASE_Y64.58  9.344e+04  8.456e+04   1.105 0.269193    
LEASE_Y64.67  1.106e+05  8.219e+04   1.345 0.178504    
LEASE_Y64.75  1.024e+05  8.234e+04   1.243 0.213870    
LEASE_Y64.83  1.296e+05  8.170e+04   1.586 0.112761    
LEASE_Y64.92  1.318e+05  8.147e+04   1.618 0.105702    
LEASE_Y65     1.155e+05  8.106e+04   1.424 0.154367    
LEASE_Y65.08  1.461e+05  8.194e+04   1.784 0.074518 .  
LEASE_Y65.17  1.344e+05  8.116e+04   1.656 0.097726 .  
LEASE_Y65.25  1.060e+05  8.147e+04   1.301 0.193153    
LEASE_Y65.33  9.451e+04  8.219e+04   1.150 0.250205    
LEASE_Y65.42  1.180e+05  8.112e+04   1.455 0.145655    
LEASE_Y65.5   1.132e+05  8.146e+04   1.390 0.164614    
LEASE_Y65.58  1.365e+05  8.138e+04   1.677 0.093618 .  
LEASE_Y65.67  1.265e+05  8.126e+04   1.556 0.119668    
LEASE_Y65.75  1.343e+05  8.115e+04   1.655 0.097920 .  
LEASE_Y65.83  1.424e+05  8.110e+04   1.756 0.079103 .  
LEASE_Y65.92  9.543e+04  8.131e+04   1.174 0.240559    
LEASE_Y66     9.541e+04  8.126e+04   1.174 0.240390    
LEASE_Y66.08  1.184e+05  8.145e+04   1.454 0.146027    
LEASE_Y66.17  1.266e+05  8.152e+04   1.554 0.120332    
LEASE_Y66.25  1.028e+05  8.254e+04   1.245 0.213115    
LEASE_Y66.33  9.621e+04  8.181e+04   1.176 0.239616    
LEASE_Y66.42  9.896e+04  8.237e+04   1.201 0.229635    
LEASE_Y66.5   9.459e+04  8.217e+04   1.151 0.249725    
LEASE_Y66.58  6.584e+04  8.298e+04   0.793 0.427585    
LEASE_Y66.67  8.598e+04  8.193e+04   1.050 0.293975    
LEASE_Y66.75  1.194e+05  8.404e+04   1.421 0.155410    
LEASE_Y66.83  1.121e+05  8.363e+04   1.340 0.180137    
LEASE_Y66.92  9.588e+04  9.204e+04   1.042 0.297594    
LEASE_Y67     1.433e+05  9.204e+04   1.557 0.119536    
LEASE_Y67.08  9.977e+04  8.919e+04   1.119 0.263321    
LEASE_Y67.17  1.390e+05  8.912e+04   1.560 0.118792    
LEASE_Y67.25  1.134e+05  8.612e+04   1.317 0.187938    
LEASE_Y67.33  8.192e+04  8.615e+04   0.951 0.341650    
LEASE_Y67.42  7.009e+04  8.916e+04   0.786 0.431774    
LEASE_Y67.5   2.173e+04  9.760e+04   0.223 0.823821    
LEASE_Y67.58  8.902e+04  9.206e+04   0.967 0.333553    
LEASE_Y67.67  7.442e+04  9.206e+04   0.808 0.418918    
LEASE_Y67.75  8.419e+04  1.127e+05   0.747 0.455261    
LEASE_Y67.92  4.507e+03  9.760e+04   0.046 0.963172    
LEASE_Y68     9.347e+04  1.128e+05   0.829 0.407138    
LEASE_Y68.92  2.072e+05  8.358e+04   2.479 0.013175 *  
LEASE_Y69     1.756e+05  9.757e+04   1.799 0.071980 .  
LEASE_Y69.17  1.741e+05  8.520e+04   2.043 0.041056 *  
LEASE_Y69.25  2.077e+05  8.522e+04   2.438 0.014802 *  
LEASE_Y69.33  1.737e+05  8.737e+04   1.988 0.046853 *  
LEASE_Y69.42  1.749e+05  8.733e+04   2.002 0.045306 *  
LEASE_Y69.5   1.153e+05  8.454e+04   1.364 0.172532    
LEASE_Y69.58  1.813e+05  8.297e+04   2.185 0.028912 *  
LEASE_Y69.67  1.532e+05  8.230e+04   1.862 0.062693 .  
LEASE_Y69.75  1.504e+05  8.167e+04   1.842 0.065563 .  
LEASE_Y69.83  1.492e+05  8.085e+04   1.846 0.064955 .  
LEASE_Y69.92  1.168e+05  8.065e+04   1.448 0.147540    
LEASE_Y70     1.367e+05  8.119e+04   1.683 0.092333 .  
LEASE_Y70.08  1.522e+05  8.190e+04   1.859 0.063071 .  
LEASE_Y70.17  1.367e+05  8.087e+04   1.690 0.091060 .  
LEASE_Y70.25  1.285e+05  8.131e+04   1.580 0.114117    
LEASE_Y70.33  1.262e+05  8.108e+04   1.557 0.119592    
LEASE_Y70.42  1.105e+05  8.159e+04   1.355 0.175501    
LEASE_Y70.5   1.411e+05  8.169e+04   1.727 0.084196 .  
LEASE_Y70.58  1.068e+05  8.190e+04   1.305 0.192071    
LEASE_Y70.67  1.142e+05  8.130e+04   1.405 0.160073    
LEASE_Y70.75  1.044e+05  8.088e+04   1.290 0.196945    
LEASE_Y70.83  1.100e+05  8.169e+04   1.346 0.178332    
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LEASE_Y92.5   2.902e+05  8.155e+04   3.558 0.000375 ***
LEASE_Y92.58  2.519e+05  8.107e+04   3.107 0.001898 ** 
LEASE_Y92.67  2.623e+05  8.059e+04   3.254 0.001141 ** 
LEASE_Y92.75  2.710e+05  8.076e+04   3.356 0.000795 ***
LEASE_Y92.83  2.832e+05  8.086e+04   3.502 0.000463 ***
LEASE_Y92.92  2.567e+05  8.107e+04   3.167 0.001546 ** 
LEASE_Y93     2.792e+05  8.103e+04   3.445 0.000573 ***
LEASE_Y93.08  2.702e+05  8.101e+04   3.336 0.000855 ***
LEASE_Y93.17  2.550e+05  8.103e+04   3.147 0.001657 ** 
LEASE_Y93.25  2.841e+05  8.077e+04   3.518 0.000438 ***
LEASE_Y93.33  2.721e+05  8.129e+04   3.348 0.000818 ***
LEASE_Y93.42  2.429e+05  8.060e+04   3.013 0.002591 ** 
LEASE_Y93.5   2.617e+05  8.083e+04   3.238 0.001206 ** 
LEASE_Y93.58  2.724e+05  8.113e+04   3.358 0.000788 ***
LEASE_Y93.67  2.602e+05  8.091e+04   3.216 0.001305 ** 
LEASE_Y93.75  3.016e+05  8.096e+04   3.725 0.000196 ***
LEASE_Y93.83  2.719e+05  8.085e+04   3.363 0.000775 ***
LEASE_Y93.92  2.513e+05  8.055e+04   3.120 0.001815 ** 
LEASE_Y94     2.909e+05  8.075e+04   3.602 0.000317 ***
LEASE_Y94.08  2.816e+05  8.080e+04   3.485 0.000495 ***
LEASE_Y94.17  2.847e+05  8.100e+04   3.514 0.000443 ***
LEASE_Y94.25  2.575e+05  8.067e+04   3.192 0.001418 ** 
LEASE_Y94.33  2.938e+05  8.060e+04   3.646 0.000268 ***
LEASE_Y94.42  2.923e+05  8.062e+04   3.625 0.000290 ***
LEASE_Y94.5   2.893e+05  8.046e+04   3.596 0.000325 ***
LEASE_Y94.58  3.082e+05  8.035e+04   3.836 0.000126 ***
LEASE_Y94.67  2.754e+05  8.035e+04   3.427 0.000612 ***
LEASE_Y94.75  2.845e+05  8.027e+04   3.544 0.000396 ***
LEASE_Y94.83  3.013e+05  8.020e+04   3.757 0.000173 ***
LEASE_Y94.92  2.877e+05  8.030e+04   3.583 0.000341 ***
LEASE_Y95     2.961e+05  8.036e+04   3.685 0.000230 ***
LEASE_Y95.08  2.906e+05  8.050e+04   3.610 0.000307 ***
LEASE_Y95.17  2.808e+05  8.049e+04   3.488 0.000489 ***
LEASE_Y95.25  2.672e+05  8.130e+04   3.286 0.001018 ** 
LEASE_Y95.33  3.105e+05  8.098e+04   3.835 0.000126 ***
LEASE_Y95.42  2.971e+05  8.345e+04   3.560 0.000373 ***
LEASE_Y95.5   2.538e+05  8.626e+04   2.943 0.003263 ** 
LEASE_Y95.58  2.127e+05  8.625e+04   2.466 0.013690 *  
LEASE_Y95.67  2.744e+05  1.128e+05   2.432 0.015030 *  
LEASE_Y95.75  6.388e+05  1.128e+05   5.662 1.54e-08 ***
LEASE_Y96.08  7.088e+05  9.777e+04   7.250 4.52e-13 ***
LEASE_Y96.58  5.748e+05  1.128e+05   5.095 3.57e-07 ***
LEASE_Y96.75  5.388e+05  1.128e+05   4.775 1.82e-06 ***
PROX_CB      -2.562e+01  3.450e-01 -74.273  < 2e-16 ***
PROX_EL       1.591e+01  1.536e+00  10.358  < 2e-16 ***
PROX_TO_     -1.855e+01  1.272e+00 -14.585  < 2e-16 ***
PROX_HE      -2.627e+01  5.346e+00  -4.914 9.07e-07 ***
PROX_SU      -6.047e+00  6.450e+00  -0.938 0.348519    
PROX_TOP      5.284e+00  5.458e-01   9.682  < 2e-16 ***
PROX_MR      -1.465e+01  2.507e+00  -5.844 5.27e-09 ***
PROX_CY       9.250e+00  7.074e-01  13.075  < 2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 79630 on 9073 degrees of freedom
Multiple R-squared:  0.7184,    Adjusted R-squared:  0.7018 
F-statistic: 43.35 on 534 and 9073 DF,  p-value: < 2.2e-16

5.2.2 Preparing Publication Quality Table: olsrr method

hdb_5_room_.mlr1 <- lm(formula = PRICE ~ 
                  AREA_SQ +
                  LEASE_Y +
                  PROX_CB + 
                  PROX_EL + 
                  PROX_TO_ +
                  PROX_HE + 
                  PROX_SU +                                                                          PROX_TOP +
                  PROX_SU + 
                  PROX_MR +
                  PROX_CY,
                data =resale_sf_final)
ols_regress(hdb_5_room_.mlr1)
                            Model Summary                              
----------------------------------------------------------------------
R                       0.848       RMSE                    79631.655 
R-Squared               0.718       Coef. Var                  12.430 
Adj. R-Squared          0.702       MSE                6341200518.416 
Pred R-Squared           -Inf       MAE                     58552.018 
----------------------------------------------------------------------
 RMSE: Root Mean Square Error 
 MSE: Mean Square Error 
 MAE: Mean Absolute Error 

                                     ANOVA                                      
-------------------------------------------------------------------------------
                    Sum of                                                     
                   Squares          DF         Mean Square      F         Sig. 
-------------------------------------------------------------------------------
Regression    1.467899e+14         534    274887409209.190    43.349    0.0000 
Residual      5.753371e+13        9073      6341200518.416                     
Total         2.043236e+14        9607                                         
-------------------------------------------------------------------------------

                                          Parameter Estimates                                            
--------------------------------------------------------------------------------------------------------
       model           Beta    Std. Error    Std. Beta       t        Sig           lower         upper 
--------------------------------------------------------------------------------------------------------
 (Intercept)     234603.611     85769.026                   2.735    0.006      66476.981    402730.241 
     AREA_SQ       4662.327       234.238        0.232     19.904    0.000       4203.167      5121.486 
LEASE_Y49.25     -72424.424    112641.000       -0.005     -0.643    0.520    -293226.182    148377.334 
LEASE_Y49.75    -103620.347    112669.607       -0.007     -0.920    0.358    -324478.182    117237.489 
   LEASE_Y50     -52813.752    112756.774       -0.004     -0.468    0.640    -273842.454    168214.950 
LEASE_Y50.08     -63389.983    112644.840       -0.004     -0.563    0.574    -284199.269    157419.303 
LEASE_Y50.75      94808.715     92100.504        0.011      1.029    0.303     -85729.041    275346.471 
LEASE_Y50.83      98748.646     97636.317        0.010      1.011    0.312     -92640.551    290137.843 
LEASE_Y50.92     -96622.197    112704.009       -0.007     -0.857    0.391    -317547.468    124303.073 
   LEASE_Y51     231503.673    112747.862        0.016      2.053    0.040      10492.440    452514.905 
LEASE_Y51.17      74802.746     92098.267        0.009      0.812    0.417    -105730.624    255336.117 
LEASE_Y51.25     235283.057     92050.307        0.029      2.556    0.011      54843.700    415722.415 
LEASE_Y51.33     237179.449     89213.466        0.033      2.659    0.008      62300.940    412057.958 
LEASE_Y51.42     150637.397     89150.120        0.021      1.690    0.091     -24116.940    325391.735 
 LEASE_Y51.5     247677.555     84623.090        0.049      2.927    0.003      81797.219    413557.892 
LEASE_Y51.58     197976.304     92093.690        0.024      2.150    0.032      17451.905    378500.703 
LEASE_Y51.67     171405.094     86148.792        0.029      1.990    0.047       2534.036    340276.152 
LEASE_Y51.75     197581.539     84559.454        0.039      2.337    0.019      31825.943    363337.134 
LEASE_Y51.83     130999.633     89151.888        0.018      1.469    0.142     -43758.169    305757.436 
LEASE_Y51.92      37662.957     92075.700        0.005      0.409    0.683    -142826.177    218152.090 
   LEASE_Y52     131335.151     84588.137        0.026      1.553    0.121     -34476.671    297146.973 
LEASE_Y52.08     157505.756     84088.121        0.033      1.873    0.061      -7325.921    322337.433 
LEASE_Y52.17     239978.299     89192.857        0.034      2.691    0.007      65140.189    414816.410 
LEASE_Y52.25     158574.024     89172.854        0.022      1.778    0.075     -16224.877    333372.925 
LEASE_Y52.33     241141.951     87382.131        0.038      2.760    0.006      69853.271    412430.632 
LEASE_Y52.42      90597.800     84092.424        0.019      1.077    0.281     -74242.312    255437.913 
 LEASE_Y52.5     123893.783     85259.370        0.023      1.453    0.146     -43233.807    291021.373 
LEASE_Y52.58     129457.928     85261.272        0.024      1.518    0.129     -37673.391    296589.247 
LEASE_Y52.67     105497.775     89219.222        0.015      1.182    0.237     -69392.018    280387.567 
LEASE_Y52.75     118045.839     84634.151        0.023      1.395    0.163     -47856.181    283947.860 
LEASE_Y52.83     105159.268     92183.117        0.013      1.141    0.254     -75540.426    285858.963 
LEASE_Y52.92      92784.216     87329.049        0.015      1.062    0.288     -78400.411    263968.843 
   LEASE_Y53      18513.426    112800.599        0.001      0.164    0.870    -202601.183    239628.034 
LEASE_Y53.08      90076.294     83037.652        0.022      1.085    0.278     -72696.227    252848.816 
LEASE_Y53.17     156461.146     86147.160        0.027      1.816    0.069     -12406.712    325329.004 
LEASE_Y53.25     148706.535     86116.289        0.025      1.727    0.084     -20100.810    317513.880 
LEASE_Y53.33     107804.067     84049.631        0.023      1.283    0.200     -56952.163    272560.296 
LEASE_Y53.42      73017.805     83327.110        0.017      0.876    0.381     -90322.119    236357.729 
 LEASE_Y53.5      31815.953     84091.077        0.007      0.378    0.705    -133021.519    196653.426 
LEASE_Y53.58      -2172.152     87340.891        0.000     -0.025    0.980    -173379.993    169035.689 
LEASE_Y53.67      31596.482     83620.341        0.007      0.378    0.706    -132318.242    195511.207 
LEASE_Y53.75      83592.679     83646.001        0.018      0.999    0.318     -80372.343    247557.701 
LEASE_Y53.83      58982.452     84585.616        0.012      0.697    0.486    -106824.429    224789.333 
LEASE_Y53.92      69127.177     84079.798        0.015      0.822    0.411     -95688.186    233942.541 
   LEASE_Y54        307.880     89169.387        0.000      0.003    0.997    -174484.224    175099.984 
LEASE_Y54.08      49252.418     83320.538        0.011      0.591    0.554    -114074.624    212579.459 
LEASE_Y54.17     112134.009     84069.242        0.024      1.334    0.182     -52660.661    276928.679 
LEASE_Y54.25      32241.726     86062.242        0.006      0.375    0.708    -136459.675    200943.126 
LEASE_Y54.33     119157.144     82998.401        0.029      1.436    0.151     -43538.437    281852.725 
LEASE_Y54.42      37698.134     89133.316        0.005      0.423    0.672    -137023.264    212419.532 
 LEASE_Y54.5      93823.637     85256.780        0.017      1.100    0.271     -73298.876    260946.151 
LEASE_Y54.58      24816.529     83655.892        0.005      0.297    0.767    -139167.883    188800.941 
LEASE_Y54.67     115182.242     83293.045        0.027      1.383    0.167     -48090.907    278455.391 
LEASE_Y54.75      70989.560     86129.105        0.012      0.824    0.410     -97842.906    239822.027 
LEASE_Y54.83      14534.756     82201.384        0.004      0.177    0.860    -146598.493    175668.004 
LEASE_Y54.92      52092.723     82059.587        0.015      0.635    0.526    -108762.571    212948.016 
   LEASE_Y55      52820.484     83308.392        0.012      0.634    0.526    -110482.749    216123.718 
LEASE_Y55.08     141106.131     89148.306        0.020      1.583    0.113     -33644.651    315856.913 
LEASE_Y55.17      63194.015     83294.708        0.015      0.759    0.448    -100082.394    226470.424 
LEASE_Y55.25      49310.287     81696.315        0.015      0.604    0.546    -110832.912    209453.486 
LEASE_Y55.33      75332.280     83273.759        0.017      0.905    0.366     -87903.065    238567.624 
LEASE_Y55.42      59291.901     82029.152        0.017      0.723    0.470    -101503.733    220087.535 
 LEASE_Y55.5      70563.297     83028.498        0.017      0.850    0.395     -92191.281    233317.874 
LEASE_Y55.58      36807.796     85228.945        0.007      0.432    0.666    -130260.154    203875.747 
LEASE_Y55.67      67794.607     83288.943        0.016      0.814    0.416     -95470.502    231059.716 
LEASE_Y55.75      57844.631     82763.894        0.015      0.699    0.485    -104391.264    220080.526 
LEASE_Y55.83      43614.925     87373.874        0.007      0.499    0.618    -127657.568    214887.419 
LEASE_Y55.92      53331.083     84087.416        0.011      0.634    0.526    -111499.212    218161.378 
   LEASE_Y56      30913.559     85246.569        0.006      0.363    0.717    -136188.938    198016.057 
LEASE_Y56.08      49277.016     82541.462        0.013      0.597    0.551    -112522.861    211076.892 
LEASE_Y56.17      25805.512     83344.878        0.006      0.310    0.757    -137569.241    189180.265 
LEASE_Y56.25      51360.972     82200.697        0.014      0.625    0.532    -109770.930    212492.874 
LEASE_Y56.33      45825.720     84606.305        0.009      0.542    0.588    -120021.715    211673.155 
LEASE_Y56.42      66919.122     84591.346        0.013      0.791    0.429     -98898.990    232737.233 
 LEASE_Y56.5      40822.631     85296.043        0.008      0.479    0.632    -126376.847    208022.108 
LEASE_Y56.58      43923.473     87437.530        0.007      0.502    0.615    -127473.801    215320.748 
LEASE_Y56.67      28070.293     85287.970        0.005      0.329    0.742    -139113.360    195253.946 
LEASE_Y56.75      72332.621     85236.944        0.013      0.849    0.396     -94751.010    239416.251 
LEASE_Y56.83      66502.899     85219.059        0.012      0.780    0.435    -100545.673    233551.471 
LEASE_Y56.92      91822.256     86130.718        0.016      1.066    0.286     -77013.372    260657.884 
   LEASE_Y57     144613.721     92087.591        0.018      1.570    0.116     -35898.721    325126.164 
LEASE_Y57.08      35772.241     84051.895        0.008      0.426    0.670    -128988.426    200532.908 
LEASE_Y57.17      46951.305     82986.231        0.011      0.566    0.572    -115720.420    209623.030 
LEASE_Y57.25      35721.934     84559.114        0.007      0.422    0.673    -130032.996    201476.865 
LEASE_Y57.33      68910.008     84027.774        0.014      0.820    0.412     -95803.376    233623.391 
LEASE_Y57.42      50828.491     89156.746        0.007      0.570    0.569    -123938.834    225595.816 
 LEASE_Y57.5      54031.277     87344.208        0.008      0.619    0.536    -117183.065    225245.619 
LEASE_Y57.58      65883.195     83636.218        0.015      0.788    0.431     -98062.651    229829.041 
LEASE_Y57.67      61822.333     89150.812        0.009      0.693    0.488    -112933.360    236578.026 
LEASE_Y57.75      74849.326     83277.103        0.017      0.899    0.369     -88392.573    238091.224 
LEASE_Y57.83      63810.812     83618.658        0.014      0.763    0.445    -100100.613    227722.237 
LEASE_Y57.92      31560.657     85245.362        0.006      0.370    0.711    -135539.475    198660.789 
   LEASE_Y58      67565.807     84579.643        0.013      0.799    0.424     -98229.364    233360.978 
LEASE_Y58.08      67751.615     84065.866        0.014      0.806    0.420     -97036.437    232539.668 
LEASE_Y58.17      97046.176     87359.816        0.015      1.111    0.267     -74198.762    268291.114 
LEASE_Y58.25      51219.817     84578.885        0.010      0.606    0.545    -114573.869    217013.503 
LEASE_Y58.33      35214.866     83283.960        0.008      0.423    0.672    -128040.475    198470.207 
LEASE_Y58.42      40470.693     87344.026        0.006      0.463    0.643    -130743.293    211684.679 
 LEASE_Y58.5     111559.164    112654.715        0.008      0.990    0.322    -109269.479    332387.808 
LEASE_Y58.58      74523.165     92071.322        0.009      0.809    0.418    -105957.387    255003.717 
LEASE_Y58.67      97859.676     86120.722        0.017      1.136    0.256     -70956.358    266675.709 
LEASE_Y58.75      31432.670     87300.267        0.005      0.360    0.719    -139695.538    202560.879 
LEASE_Y58.83     -66966.680     97609.577       -0.007     -0.686    0.493    -258303.459    124370.100 
LEASE_Y58.92     132207.621     87336.180        0.021      1.514    0.130     -38990.984    303406.226 
   LEASE_Y59      88103.551     86124.151        0.015      1.023    0.306     -80719.204    256926.306 
LEASE_Y59.08      29802.342     86106.597        0.005      0.346    0.729    -138986.003    198590.687 
LEASE_Y59.17     113923.250     85259.504        0.021      1.336    0.182     -53204.603    281051.103 
LEASE_Y59.25      24112.820     85216.776        0.004      0.283    0.777    -142931.275    191156.916 
LEASE_Y59.33     160210.151     92106.411        0.019      1.739    0.082     -20339.184    340759.485 
LEASE_Y59.42     108184.871     86125.350        0.019      1.256    0.209     -60640.235    277009.976 
 LEASE_Y59.5      91797.895     89147.394        0.013      1.030    0.303     -82951.098    266546.888 
LEASE_Y59.58      63852.321     86091.697        0.011      0.742    0.458    -104906.818    232611.460 
LEASE_Y59.67      36590.261     86097.824        0.006      0.425    0.671    -132180.888    205361.410 
LEASE_Y59.75     100817.376     83614.148        0.022      1.206    0.228     -63085.208    264719.960 
LEASE_Y59.83      -1868.473     92054.907        0.000     -0.020    0.984    -182316.847    178579.900 
LEASE_Y59.92     122669.339     87283.319        0.019      1.405    0.160     -48425.647    293764.324 
   LEASE_Y60      72222.145     84543.492        0.014      0.854    0.393     -93502.163    237946.453 
LEASE_Y60.08      74204.748     85197.120        0.014      0.871    0.384     -92800.819    241210.314 
LEASE_Y60.17      94645.048     92026.226        0.011      1.028    0.304     -85747.104    275037.201 
LEASE_Y60.25      37637.576     89100.625        0.005      0.422    0.673    -137019.739    212294.891 
LEASE_Y60.33      76620.865     84549.650        0.015      0.906    0.365     -89115.514    242357.245 
LEASE_Y60.42      36421.212     85204.021        0.007      0.427    0.669    -130597.881    203440.304 
 LEASE_Y60.5      50895.424     83565.409        0.011      0.609    0.543    -112911.619    214702.468 
LEASE_Y60.58      98338.553     85169.404        0.018      1.155    0.248     -68612.683    265289.789 
LEASE_Y60.67      75052.515     89084.431        0.010      0.842    0.400     -99573.056    249678.086 
LEASE_Y60.75      72903.105     82923.236        0.018      0.879    0.379     -89645.135    235451.345 
LEASE_Y60.83      92935.746     83202.996        0.022      1.117    0.264     -70160.887    256032.380 
LEASE_Y60.92     136185.863     82673.649        0.034      1.647    0.100     -25873.130    298244.856 
   LEASE_Y61      61756.979     82471.772        0.016      0.749    0.454     -99906.290    223420.248 
LEASE_Y61.08     107684.195     81450.280        0.035      1.322    0.186     -51976.718    267345.109 
LEASE_Y61.17     123426.984     83214.423        0.029      1.483    0.138     -39692.048    286546.016 
LEASE_Y61.25     123069.608     81542.908        0.039      1.509    0.131     -36772.879    282912.094 
LEASE_Y61.33     117221.178     81759.361        0.036      1.434    0.152     -43045.604    277487.960 
LEASE_Y61.42      80480.291     82477.758        0.021      0.976    0.329     -81194.712    242155.294 
 LEASE_Y61.5     138820.980     82162.648        0.039      1.690    0.091     -22236.337    299878.296 
LEASE_Y61.58      69163.311     82662.154        0.017      0.837    0.403     -92873.150    231199.771 
LEASE_Y61.67     122138.555     81881.291        0.036      1.492    0.136     -38367.237    282644.348 
LEASE_Y61.75     113086.069     81322.059        0.039      1.391    0.164     -46323.503    272495.642 
LEASE_Y61.83      79276.617     81481.807        0.026      0.973    0.331     -80446.097    238999.331 
LEASE_Y61.92     110499.980     81345.221        0.038      1.358    0.174     -48954.995    269954.954 
   LEASE_Y62      77409.810     81208.229        0.028      0.953    0.341     -81776.630    236596.250 
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LEASE_Y95.25     267193.262     81301.343        0.099      3.286    0.001     107824.297    426562.227 
LEASE_Y95.33     310537.156     80975.167        0.130      3.835    0.000     151807.570    469266.743 
LEASE_Y95.42     297068.991     83446.342        0.069      3.560    0.000     133495.344    460642.637 
 LEASE_Y95.5     253820.641     86257.112        0.043      2.943    0.003      84737.252    422904.030 
LEASE_Y95.58     212677.950     86251.759        0.036      2.466    0.014      43605.054    381750.845 
LEASE_Y95.67     274409.018    112827.331        0.019      2.432    0.015      53242.007    495576.028 
LEASE_Y95.75     638769.499    112821.086        0.045      5.662    0.000     417614.731    859924.266 
LEASE_Y96.08     708769.499     97765.010        0.070      7.250    0.000     517128.035    900410.962 
LEASE_Y96.58     574769.499    112821.086        0.040      5.095    0.000     353614.731    795924.266 
LEASE_Y96.75     538769.499    112821.086        0.038      4.775    0.000     317614.731    759924.266 
     PROX_CB        -25.625         0.345       -0.714    -74.273    0.000        -26.301       -24.949 
     PROX_EL         15.909         1.536        0.072     10.358    0.000         12.898        18.919 
    PROX_TO_        -18.554         1.272       -0.111    -14.585    0.000        -21.047       -16.060 
     PROX_HE        -26.270         5.346       -0.032     -4.914    0.000        -36.749       -15.791 
     PROX_SU         -6.047         6.450       -0.006     -0.938    0.349        -18.692         6.597 
    PROX_TOP          5.284         0.546        0.086      9.682    0.000          4.214         6.354 
     PROX_MR        -14.650         2.507       -0.038     -5.844    0.000        -19.564        -9.736 
     PROX_CY          9.250         0.707        0.091     13.075    0.000          7.863        10.637 
--------------------------------------------------------------------------------------------------------

5.2.3 Preparing Publication Quality Table: gtsummary method

library(gtsummary)
Warning: package 'gtsummary' was built under R version 4.2.3
tbl_regression(hdb_5_room_.mlr1, intercept = TRUE)
Characteristic Beta 95% CI1 p-value
(Intercept) 234,604 66,477, 402,730 0.006
AREA_SQ 4,662 4,203, 5,121 <0.001
LEASE_Y
    49.08
    49.25 -72,424 -293,226, 148,377 0.5
    49.75 -103,620 -324,478, 117,237 0.4
    50 -52,814 -273,842, 168,215 0.6
    50.08 -63,390 -284,199, 157,419 0.6
    50.75 94,809 -85,729, 275,346 0.3
    50.83 98,749 -92,641, 290,138 0.3
    50.92 -96,622 -317,547, 124,303 0.4
    51 231,504 10,492, 452,515 0.040
    51.17 74,803 -105,731, 255,336 0.4
    51.25 235,283 54,844, 415,722 0.011
    51.33 237,179 62,301, 412,058 0.008
    51.42 150,637 -24,117, 325,392 0.091
    51.5 247,678 81,797, 413,558 0.003
    51.58 197,976 17,452, 378,501 0.032
    51.67 171,405 2,534, 340,276 0.047
    51.75 197,582 31,826, 363,337 0.019
    51.83 131,000 -43,758, 305,757 0.14
    51.92 37,663 -142,826, 218,152 0.7
    52 131,335 -34,477, 297,147 0.12
    52.08 157,506 -7,326, 322,337 0.061
    52.17 239,978 65,140, 414,816 0.007
    52.25 158,574 -16,225, 333,373 0.075
    52.33 241,142 69,853, 412,431 0.006
    52.42 90,598 -74,242, 255,438 0.3
    52.5 123,894 -43,234, 291,021 0.15
    52.58 129,458 -37,673, 296,589 0.13
    52.67 105,498 -69,392, 280,388 0.2
    52.75 118,046 -47,856, 283,948 0.2
    52.83 105,159 -75,540, 285,859 0.3
    52.92 92,784 -78,400, 263,969 0.3
    53 18,513 -202,601, 239,628 0.9
    53.08 90,076 -72,696, 252,849 0.3
    53.17 156,461 -12,407, 325,329 0.069
    53.25 148,707 -20,101, 317,514 0.084
    53.33 107,804 -56,952, 272,560 0.2
    53.42 73,018 -90,322, 236,358 0.4
    53.5 31,816 -133,022, 196,653 0.7
    53.58 -2,172 -173,380, 169,036 >0.9
    53.67 31,596 -132,318, 195,511 0.7
    53.75 83,593 -80,372, 247,558 0.3
    53.83 58,982 -106,824, 224,789 0.5
    53.92 69,127 -95,688, 233,943 0.4
    54 308 -174,484, 175,100 >0.9
    54.08 49,252 -114,075, 212,579 0.6
    54.17 112,134 -52,661, 276,929 0.2
    54.25 32,242 -136,460, 200,943 0.7
    54.33 119,157 -43,538, 281,853 0.2
    54.42 37,698 -137,023, 212,420 0.7
    54.5 93,824 -73,299, 260,946 0.3
    54.58 24,817 -139,168, 188,801 0.8
    54.67 115,182 -48,091, 278,455 0.2
    54.75 70,990 -97,843, 239,822 0.4
    54.83 14,535 -146,598, 175,668 0.9
    54.92 52,093 -108,763, 212,948 0.5
    55 52,820 -110,483, 216,124 0.5
    55.08 141,106 -33,645, 315,857 0.11
    55.17 63,194 -100,082, 226,470 0.4
    55.25 49,310 -110,833, 209,453 0.5
    55.33 75,332 -87,903, 238,568 0.4
    55.42 59,292 -101,504, 220,088 0.5
    55.5 70,563 -92,191, 233,318 0.4
    55.58 36,808 -130,260, 203,876 0.7
    55.67 67,795 -95,471, 231,060 0.4
    55.75 57,845 -104,391, 220,081 0.5
    55.83 43,615 -127,658, 214,887 0.6
    55.92 53,331 -111,499, 218,161 0.5
    56 30,914 -136,189, 198,016 0.7
    56.08 49,277 -112,523, 211,077 0.6
    56.17 25,806 -137,569, 189,180 0.8
    56.25 51,361 -109,771, 212,493 0.5
    56.33 45,826 -120,022, 211,673 0.6
    56.42 66,919 -98,899, 232,737 0.4
    56.5 40,823 -126,377, 208,022 0.6
    56.58 43,923 -127,474, 215,321 0.6
    56.67 28,070 -139,113, 195,254 0.7
    56.75 72,333 -94,751, 239,416 0.4
    56.83 66,503 -100,546, 233,551 0.4
    56.92 91,822 -77,013, 260,658 0.3
    57 144,614 -35,899, 325,126 0.12
    57.08 35,772 -128,988, 200,533 0.7
    57.17 46,951 -115,720, 209,623 0.6
    57.25 35,722 -130,033, 201,477 0.7
    57.33 68,910 -95,803, 233,623 0.4
    57.42 50,828 -123,939, 225,596 0.6
    57.5 54,031 -117,183, 225,246 0.5
    57.58 65,883 -98,063, 229,829 0.4
    57.67 61,822 -112,933, 236,578 0.5
    57.75 74,849 -88,393, 238,091 0.4
    57.83 63,811 -100,101, 227,722 0.4
    57.92 31,561 -135,539, 198,661 0.7
    58 67,566 -98,229, 233,361 0.4
    58.08 67,752 -97,036, 232,540 0.4
    58.17 97,046 -74,199, 268,291 0.3
    58.25 51,220 -114,574, 217,014 0.5
    58.33 35,215 -128,040, 198,470 0.7
    58.42 40,471 -130,743, 211,685 0.6
    58.5 111,559 -109,269, 332,388 0.3
    58.58 74,523 -105,957, 255,004 0.4
    58.67 97,860 -70,956, 266,676 0.3
    58.75 31,433 -139,696, 202,561 0.7
    58.83 -66,967 -258,303, 124,370 0.5
    58.92 132,208 -38,991, 303,406 0.13
    59 88,104 -80,719, 256,926 0.3
    59.08 29,802 -138,986, 198,591 0.7
    59.17 113,923 -53,205, 281,051 0.2
    59.25 24,113 -142,931, 191,157 0.8
    59.33 160,210 -20,339, 340,759 0.082
    59.42 108,185 -60,640, 277,010 0.2
    59.5 91,798 -82,951, 266,547 0.3
    59.58 63,852 -104,907, 232,611 0.5
    59.67 36,590 -132,181, 205,361 0.7
    59.75 100,817 -63,085, 264,720 0.2
    59.83 -1,868 -182,317, 178,580 >0.9
    59.92 122,669 -48,426, 293,764 0.2
    60 72,222 -93,502, 237,946 0.4
    60.08 74,205 -92,801, 241,210 0.4
    60.17 94,645 -85,747, 275,037 0.3
    60.25 37,638 -137,020, 212,295 0.7
    60.33 76,621 -89,116, 242,357 0.4
    60.42 36,421 -130,598, 203,440 0.7
    60.5 50,895 -112,912, 214,702 0.5
    60.58 98,339 -68,613, 265,290 0.2
    60.67 75,053 -99,573, 249,678 0.4
    60.75 72,903 -89,645, 235,451 0.4
    60.83 92,936 -70,161, 256,032 0.3
    60.92 136,186 -25,873, 298,245 0.10
    61 61,757 -99,906, 223,420 0.5
    61.08 107,684 -51,977, 267,345 0.2
    61.17 123,427 -39,692, 286,546 0.14
    61.25 123,070 -36,773, 282,912 0.13
    61.33 117,221 -43,046, 277,488 0.2
    61.42 80,480 -81,195, 242,155 0.3
    61.5 138,821 -22,236, 299,878 0.091
    61.58 69,163 -92,873, 231,200 0.4
    61.67 122,139 -38,367, 282,644 0.14
    61.75 113,086 -46,324, 272,496 0.2
    61.83 79,277 -80,446, 238,999 0.3
    61.92 110,500 -48,955, 269,955 0.2
    62 77,410 -81,777, 236,596 0.3
    62.08 95,843 -63,761, 255,447 0.2
    62.17 113,089 -46,226, 272,403 0.2
    62.25 86,134 -73,978, 246,245 0.3
    62.33 73,512 -86,412, 233,435 0.4
    62.42 63,240 -96,685, 223,165 0.4
    62.5 74,198 -84,624, 233,021 0.4
    62.58 93,139 -67,970, 254,248 0.3
    62.67 76,639 -83,908, 237,186 0.3
    62.75 39,073 -123,033, 201,179 0.6
    62.83 116,826 -47,020, 280,672 0.2
    62.92 66,367 -94,176, 226,910 0.4
    63 82,669 -79,529, 244,868 0.3
    63.08 80,916 -83,007, 244,838 0.3
    63.17 82,636 -79,092, 244,363 0.3
    63.25 80,107 -80,988, 241,202 0.3
    63.33 111,159 -48,964, 271,283 0.2
    63.42 79,479 -81,331, 240,288 0.3
    63.5 99,181 -67,909, 266,270 0.2
    63.58 102,802 -59,861, 265,465 0.2
    63.67 94,560 -66,553, 255,673 0.2
    63.75 94,582 -69,295, 258,458 0.3
    63.83 82,837 -76,972, 242,646 0.3
    63.92 105,055 -57,118, 267,228 0.2
    64 87,980 -73,788, 249,749 0.3
    64.08 160,095 -3,149, 323,338 0.055
    64.17 134,629 -25,514, 294,772 0.10
    64.25 130,757 -30,341, 291,855 0.11
    64.33 166,936 3,705, 330,167 0.045
    64.42 144,578 -16,506, 305,661 0.079
    64.5 124,360 -37,071, 285,790 0.13
    64.58 93,441 -72,321, 259,204 0.3
    64.67 110,587 -50,527, 271,700 0.2
    64.75 102,356 -59,050, 263,763 0.2
    64.83 129,576 -30,568, 289,721 0.11
    64.92 131,817 -27,883, 291,516 0.11
    65 115,466 -43,436, 274,368 0.2
    65.08 146,146 -14,470, 306,762 0.075
    65.17 134,416 -24,679, 293,512 0.10
    65.25 106,026 -53,675, 265,727 0.2
    65.33 94,509 -66,596, 255,614 0.3
    65.42 118,037 -40,967, 277,040 0.15
    65.5 113,215 -46,464, 272,893 0.2
    65.58 136,458 -23,066, 295,982 0.094
    65.67 126,460 -32,820, 285,741 0.12
    65.75 134,326 -24,755, 293,407 0.10
    65.83 142,413 -16,553, 301,380 0.079
    65.92 95,432 -63,955, 254,819 0.2
    66 95,411 -63,885, 254,707 0.2
    66.08 118,418 -41,247, 278,083 0.15
    66.17 126,638 -33,152, 286,429 0.12
    66.25 102,768 -59,020, 264,556 0.2
    66.33 96,211 -64,156, 256,577 0.2
    66.42 98,959 -62,507, 260,424 0.2
    66.5 94,590 -66,490, 255,671 0.2
    66.58 65,836 -96,830, 228,502 0.4
    66.67 85,983 -74,614, 246,581 0.3
    66.75 119,405 -45,334, 284,143 0.2
    66.83 112,102 -51,833, 276,037 0.2
    66.92 95,875 -84,544, 276,295 0.3
    67 143,291 -37,124, 323,706 0.12
    67.08 99,770 -75,059, 274,599 0.3
    67.17 139,031 -35,668, 313,729 0.12
    67.25 113,404 -55,412, 282,219 0.2
    67.33 81,925 -86,948, 250,797 0.3
    67.42 70,095 -104,673, 244,862 0.4
    67.5 21,730 -169,588, 213,047 0.8
    67.58 89,021 -91,429, 269,470 0.3
    67.67 74,419 -106,049, 254,887 0.4
    67.75 84,188 -136,820, 305,196 0.5
    67.92 4,507 -186,810, 195,824 >0.9
    68 93,470 -127,552, 314,492 0.4
    68.92 207,235 43,399, 371,071 0.013
    69 175,577 -15,687, 366,841 0.072
    69.17 174,091 7,074, 341,107 0.041
    69.25 207,726 40,684, 374,768 0.015
    69.33 173,685 2,418, 344,952 0.047
    69.42 174,851 3,655, 346,046 0.045
    69.5 115,337 -50,389, 281,063 0.2
    69.58 181,297 18,652, 343,943 0.029
    69.67 153,217 -8,118, 314,553 0.063
    69.75 150,402 -9,686, 310,489 0.066
    69.83 149,237 -9,252, 307,726 0.065
    69.92 116,818 -41,281, 274,917 0.15
    70 136,672 -22,475, 295,820 0.092
    70.08 152,246 -8,297, 312,789 0.063
    70.17 136,676 -21,853, 295,205 0.091
    70.25 128,472 -30,906, 287,851 0.11
    70.33 126,215 -32,724, 285,153 0.12
    70.42 110,547 -49,396, 270,489 0.2
    70.5 141,088 -19,050, 301,227 0.084
    70.58 106,847 -53,699, 267,394 0.2
    70.67 114,221 -45,144, 273,586 0.2
    70.75 104,373 -54,179, 262,925 0.2
    70.83 109,961 -50,177, 270,099 0.2
    70.92 118,675 -41,663, 279,013 0.15
    71 118,229 -43,193, 279,650 0.2
    71.08 102,724 -60,508, 265,956 0.2
    71.17 114,757 -48,422, 277,937 0.2
    71.25 114,855 -49,857, 279,567 0.2
    71.33 120,412 -44,259, 285,082 0.2
    71.42 117,269 -49,757, 284,295 0.2
    71.5 146,659 -16,557, 309,875 0.078
    71.58 139,893 -25,815, 305,600 0.10
    71.67 119,675 -42,986, 282,335 0.15
    71.75 157,319 -4,093, 318,731 0.056
    71.83 194,801 32,170, 357,432 0.019
    71.92 165,137 3,012, 327,262 0.046
    72 117,227 -44,906, 279,359 0.2
    72.08 134,218 -27,164, 295,600 0.10
    72.17 158,609 -3,080, 320,299 0.055
    72.25 122,601 -37,317, 282,519 0.13
    72.33 145,842 -15,549, 307,232 0.077
    72.42 130,472 -29,137, 290,081 0.11
    72.5 124,155 -39,033, 287,344 0.14
    72.58 119,696 -40,232, 279,624 0.14
    72.67 125,795 -34,138, 285,729 0.12
    72.75 125,168 -36,983, 287,319 0.13
    72.83 160,820 1,335, 320,306 0.048
    72.92 135,891 -23,237, 295,019 0.094
    73 139,599 -19,766, 298,965 0.086
    73.08 164,713 5,259, 324,167 0.043
    73.17 152,161 -6,775, 311,098 0.061
    73.25 140,662 -18,975, 300,300 0.084
    73.33 128,476 -30,385, 287,337 0.11
    73.42 131,366 -27,496, 290,227 0.11
    73.5 139,756 -19,468, 298,980 0.085
    73.58 165,078 5,300, 324,856 0.043
    73.67 157,349 -2,014, 316,713 0.053
    73.75 157,297 -1,786, 316,380 0.053
    73.83 132,138 -26,312, 290,588 0.10
    73.92 141,076 -17,282, 299,433 0.081
    74 120,412 -38,633, 279,458 0.14
    74.08 110,201 -48,966, 269,369 0.2
    74.17 136,056 -22,067, 294,179 0.092
    74.25 148,941 -10,349, 308,230 0.067
    74.33 126,748 -32,506, 286,001 0.12
    74.42 110,010 -48,351, 268,371 0.2
    74.5 134,252 -23,928, 292,432 0.10
    74.58 130,411 -28,287, 289,110 0.11
    74.67 140,976 -17,956, 299,908 0.082
    74.75 126,517 -31,839, 284,873 0.12
    74.83 136,623 -21,823, 295,069 0.091
    74.92 146,668 -13,177, 306,513 0.072
    75 126,198 -32,562, 284,957 0.12
    75.08 145,878 -13,421, 305,178 0.073
    75.17 115,019 -43,539, 273,576 0.2
    75.25 110,280 -48,720, 269,280 0.2
    75.33 150,578 -7,798, 308,954 0.062
    75.42 154,428 -4,242, 313,097 0.056
    75.5 145,411 -13,129, 303,952 0.072
    75.58 161,466 887, 322,044 0.049
    75.67 148,577 -10,537, 307,690 0.067
    75.75 148,792 -10,511, 308,094 0.067
    75.83 134,430 -23,755, 292,614 0.10
    75.92 128,558 -30,001, 287,118 0.11
    76 148,805 -10,194, 307,805 0.067
    76.08 105,986 -52,381, 264,354 0.2
    76.17 149,956 -9,134, 309,047 0.065
    76.25 141,869 -18,303, 302,042 0.083
    76.33 137,493 -21,813, 296,800 0.091
    76.42 113,079 -45,622, 271,780 0.2
    76.5 105,031 -53,736, 263,798 0.2
    76.58 115,289 -44,136, 274,715 0.2
    76.67 130,711 -28,386, 289,808 0.11
    76.75 128,710 -30,017, 287,437 0.11
    76.83 150,018 -8,926, 308,962 0.064
    76.92 134,192 -24,447, 292,832 0.10
    77 122,259 -37,662, 282,181 0.13
    77.08 133,991 -24,699, 292,682 0.10
    77.17 158,549 -278, 317,377 0.050
    77.25 144,217 -15,006, 303,439 0.076
    77.33 170,465 12,236, 328,695 0.035
    77.42 167,865 8,964, 326,765 0.038
    77.5 167,515 8,290, 326,741 0.039
    77.58 148,165 -9,915, 306,244 0.066
    77.67 151,813 -6,640, 310,267 0.060
    77.75 159,946 1,811, 318,080 0.047
    77.83 158,749 116, 317,382 0.050
    77.92 132,318 -26,092, 290,729 0.10
    78 163,787 5,410, 322,163 0.043
    78.08 169,040 10,509, 327,572 0.037
    78.17 157,170 -1,206, 315,546 0.052
    78.25 154,717 -3,334, 312,768 0.055
    78.33 153,735 -4,096, 311,565 0.056
    78.42 150,314 -8,109, 308,736 0.063
    78.5 147,036 -11,540, 305,611 0.069
    78.58 158,809 314, 317,303 0.050
    78.67 133,988 -24,395, 292,370 0.10
    78.75 152,403 -6,036, 310,842 0.059
    78.83 154,406 -4,221, 313,033 0.056
    78.92 144,055 -14,870, 302,979 0.076
    79 149,622 -9,353, 308,597 0.065
    79.08 153,440 -5,010, 311,890 0.058
    79.17 146,665 -11,994, 305,324 0.070
    79.25 155,773 -3,372, 314,919 0.055
    79.33 148,248 -11,263, 307,760 0.069
    79.42 136,430 -22,786, 295,645 0.093
    79.5 153,272 -5,571, 312,114 0.059
    79.58 157,465 -1,100, 316,030 0.052
    79.67 156,781 -1,376, 314,938 0.052
    79.75 129,516 -29,036, 288,069 0.11
    79.83 147,844 -10,435, 306,122 0.067
    79.92 136,906 -21,271, 295,084 0.090
    80 154,464 -3,879, 312,807 0.056
    80.08 157,229 -780, 315,238 0.051
    80.17 131,417 -26,979, 289,812 0.10
    80.25 141,667 -17,104, 300,438 0.080
    80.33 138,805 -19,811, 297,420 0.086
    80.42 147,641 -10,787, 306,069 0.068
    80.5 110,570 -48,056, 269,196 0.2
    80.58 124,538 -33,441, 282,517 0.12
    80.67 135,000 -23,387, 293,387 0.095
    80.75 112,015 -46,777, 270,807 0.2
    80.83 118,586 -40,800, 277,972 0.14
    80.92 134,195 -24,640, 293,030 0.10
    81 141,811 -17,106, 300,728 0.080
    81.08 135,818 -23,101, 294,736 0.094
    81.17 128,043 -32,060, 288,146 0.12
    81.25 133,841 -26,029, 293,710 0.10
    81.33 127,020 -31,665, 285,704 0.12
    81.42 136,464 -23,171, 296,098 0.094
    81.5 136,475 -23,038, 295,988 0.094
    81.58 135,807 -23,167, 294,781 0.094
    81.67 141,101 -18,736, 300,938 0.084
    81.75 110,494 -49,473, 270,460 0.2
    81.83 138,671 -21,630, 298,973 0.090
    81.92 175,608 13,021, 338,195 0.034
    82 156,473 -5,359, 318,305 0.058
    82.08 136,572 -24,351, 297,494 0.10
    82.17 169,814 6,850, 332,777 0.041
    82.25 154,455 -6,909, 315,818 0.061
    82.33 140,758 -20,987, 302,502 0.088
    82.42 144,945 -15,924, 305,814 0.077
    82.5 191,220 26,247, 356,193 0.023
    82.58 235,874 68,573, 403,174 0.006
    82.67 367,106 175,595, 558,616 <0.001
    82.75 208,568 41,256, 375,881 0.015
    82.83 160,438 -10,984, 331,861 0.067
    82.92 206,173 42,023, 370,323 0.014
    83 178,988 16,080, 341,896 0.031
    83.08 194,997 27,626, 362,368 0.022
    83.17 207,103 43,638, 370,567 0.013
    83.25 236,429 65,026, 407,832 0.007
    83.33 171,228 -204, 342,659 0.050
    83.42 265,354 98,001, 432,707 0.002
    83.5 205,357 33,939, 376,776 0.019
    83.58 244,823 69,861, 419,785 0.006
    83.67 146,129 -75,016, 367,275 0.2
    83.75 246,165 74,729, 417,601 0.005
    83.83 188,549 13,584, 363,514 0.035
    83.92 290,656 115,657, 465,655 0.001
    84 379,486 158,342, 600,630 <0.001
    84.08 243,399 68,411, 418,388 0.006
    84.25 177,319 2,336, 352,301 0.047
    84.33 167,544 -24,016, 359,104 0.086
    84.67 199,797 18,987, 380,606 0.030
    84.83 196,252 15,448, 377,055 0.033
    84.92 201,960 10,178, 393,741 0.039
    85 286,210 65,070, 507,349 0.011
    85.08 227,165 57,993, 396,338 0.008
    85.17 254,889 87,463, 422,315 0.003
    85.25 303,746 139,417, 468,075 <0.001
    85.33 240,820 65,751, 415,889 0.007
    85.42 385,975 219,832, 552,117 <0.001
    85.5 189,790 8,991, 370,589 0.040
    85.58 426,563 205,326, 647,799 <0.001
    85.67 330,608 161,513, 499,703 <0.001
    85.75 233,086 61,577, 404,595 0.008
    85.83 259,916 84,832, 435,000 0.004
    85.92 307,320 138,115, 476,525 <0.001
    86 195,603 29,500, 361,707 0.021
    86.08 321,731 155,601, 487,861 <0.001
    86.17 341,796 170,366, 513,225 <0.001
    86.25 309,449 117,655, 501,244 0.002
    86.33 340,091 172,722, 507,459 <0.001
    86.42 340,265 148,652, 531,878 <0.001
    86.5 246,546 54,928, 438,164 0.012
    86.58 342,305 121,099, 563,512 0.002
    86.83 394,005 172,949, 615,061 <0.001
    87 427,492 206,432, 648,551 <0.001
    87.17 553,990 332,754, 775,226 <0.001
    87.25 462,928 271,162, 654,694 <0.001
    87.42 572,832 351,538, 794,127 <0.001
    87.5 458,067 283,058, 633,076 <0.001
    87.58 351,187 159,509, 542,864 <0.001
    87.67 429,869 264,903, 594,834 <0.001
    87.75 392,769 225,349, 560,189 <0.001
    87.83 538,136 366,724, 709,549 <0.001
    87.92 453,020 287,919, 618,122 <0.001
    88 467,109 302,995, 631,223 <0.001
    88.08 503,136 335,834, 670,439 <0.001
    88.17 448,043 283,934, 612,151 <0.001
    88.25 464,074 302,467, 625,682 <0.001
    88.33 477,585 312,570, 642,600 <0.001
    88.42 353,886 187,776, 519,996 <0.001
    88.5 463,379 299,258, 627,501 <0.001
    88.58 615,592 394,592, 836,591 <0.001
    88.67 481,682 318,871, 644,493 <0.001
    88.75 487,677 323,688, 651,666 <0.001
    88.83 470,733 303,604, 637,861 <0.001
    88.92 435,367 270,549, 600,184 <0.001
    89 467,291 298,409, 636,173 <0.001
    89.08 483,633 303,121, 664,144 <0.001
    89.17 460,046 285,264, 634,829 <0.001
    89.25 454,886 263,400, 646,372 <0.001
    89.33 420,737 249,371, 592,103 <0.001
    89.42 412,771 248,773, 576,769 <0.001
    89.5 397,005 231,056, 562,954 <0.001
    89.58 381,170 217,822, 544,517 <0.001
    89.67 375,154 211,117, 539,191 <0.001
    89.75 323,505 158,688, 488,323 <0.001
    89.83 402,944 227,997, 577,891 <0.001
    89.92 290,157 118,814, 461,501 <0.001
    90 297,928 106,310, 489,546 0.002
    90.08 291,166 127,762, 454,569 <0.001
    90.17 330,619 161,600, 499,638 <0.001
    90.25 290,193 127,376, 453,010 <0.001
    90.33 325,204 156,220, 494,188 <0.001
    90.42 373,527 202,182, 544,871 <0.001
    90.5 326,712 161,761, 491,664 <0.001
    90.58 279,801 110,811, 448,790 0.001
    90.67 291,847 124,489, 459,206 <0.001
    90.75 427,882 260,588, 595,176 <0.001
    90.83 248,548 77,194, 419,902 0.004
    90.92 265,584 100,630, 430,539 0.002
    91 337,472 156,726, 518,218 <0.001
    91.08 321,546 154,063, 489,029 <0.001
    91.17 366,910 204,344, 529,476 <0.001
    91.25 336,689 169,304, 504,074 <0.001
    91.33 396,174 232,603, 559,745 <0.001
    91.42 364,629 195,422, 533,836 <0.001
    91.5 331,605 165,467, 497,743 <0.001
    91.58 256,225 93,693, 418,757 0.002
    91.67 345,885 184,933, 506,837 <0.001
    91.75 257,837 97,166, 418,507 0.002
    91.83 366,522 205,605, 527,439 <0.001
    91.92 322,226 162,814, 481,639 <0.001
    92 293,222 134,108, 452,336 <0.001
    92.08 257,725 98,413, 417,037 0.002
    92.17 305,139 143,674, 466,604 <0.001
    92.25 275,394 116,599, 434,188 <0.001
    92.33 286,186 127,035, 445,336 <0.001
    92.42 298,616 140,235, 456,997 <0.001
    92.5 290,194 130,338, 450,050 <0.001
    92.58 251,853 92,943, 410,764 0.002
    92.67 262,258 104,284, 420,232 0.001
    92.75 271,019 112,703, 429,334 <0.001
    92.83 283,214 124,708, 441,720 <0.001
    92.92 256,734 97,824, 415,643 0.002
    93 279,171 120,333, 438,009 <0.001
    93.08 270,231 111,426, 429,036 <0.001
    93.17 254,967 96,131, 413,803 0.002
    93.25 284,123 125,791, 442,455 <0.001
    93.33 272,137 112,785, 431,489 <0.001
    93.42 242,872 84,878, 400,867 0.003
    93.5 261,746 103,309, 420,183 0.001
    93.58 272,448 113,411, 431,485 <0.001
    93.67 260,193 101,590, 418,796 0.001
    93.75 301,595 142,893, 460,296 <0.001
    93.83 271,876 113,384, 430,369 <0.001
    93.92 251,308 93,407, 409,210 0.002
    94 290,864 132,584, 449,144 <0.001
    94.08 281,578 123,187, 439,968 <0.001
    94.17 284,665 125,877, 443,452 <0.001
    94.25 257,511 99,374, 415,648 0.001
    94.33 293,843 135,852, 451,834 <0.001
    94.42 292,263 134,237, 450,288 <0.001
    94.5 289,320 131,601, 447,040 <0.001
    94.58 308,199 150,696, 465,702 <0.001
    94.67 275,387 117,886, 432,889 <0.001
    94.75 284,494 127,152, 441,837 <0.001
    94.83 301,311 144,097, 458,525 <0.001
    94.92 287,719 130,315, 445,123 <0.001
    95 296,135 138,617, 453,653 <0.001
    95.08 290,636 132,836, 448,435 <0.001
    95.17 280,763 122,979, 438,548 <0.001
    95.25 267,193 107,824, 426,562 0.001
    95.33 310,537 151,808, 469,267 <0.001
    95.42 297,069 133,495, 460,643 <0.001
    95.5 253,821 84,737, 422,904 0.003
    95.58 212,678 43,605, 381,751 0.014
    95.67 274,409 53,242, 495,576 0.015
    95.75 638,769 417,615, 859,924 <0.001
    96.08 708,769 517,128, 900,411 <0.001
    96.58 574,769 353,615, 795,924 <0.001
    96.75 538,769 317,615, 759,924 <0.001
PROX_CB -26 -26, -25 <0.001
PROX_EL 16 13, 19 <0.001
PROX_TO_ -19 -21, -16 <0.001
PROX_HE -26 -37, -16 <0.001
PROX_SU -6.0 -19, 6.6 0.3
PROX_TOP 5.3 4.2, 6.4 <0.001
PROX_MR -15 -20, -9.7 <0.001
PROX_CY 9.2 7.9, 11 <0.001
1 CI = Confidence Interval
tbl_regression(hdb_5_room_.mlr1, 
               intercept = TRUE) %>% 
  add_glance_source_note(
    label = list(sigma ~ "\U03C3"),
    include = c(r.squared, adj.r.squared, 
                AIC, statistic,
                p.value, sigma))
Characteristic Beta 95% CI1 p-value
(Intercept) 234,604 66,477, 402,730 0.006
AREA_SQ 4,662 4,203, 5,121 <0.001
LEASE_Y
    49.08
    49.25 -72,424 -293,226, 148,377 0.5
    49.75 -103,620 -324,478, 117,237 0.4
    50 -52,814 -273,842, 168,215 0.6
    50.08 -63,390 -284,199, 157,419 0.6
    50.75 94,809 -85,729, 275,346 0.3
    50.83 98,749 -92,641, 290,138 0.3
    50.92 -96,622 -317,547, 124,303 0.4
    51 231,504 10,492, 452,515 0.040
    51.17 74,803 -105,731, 255,336 0.4
    51.25 235,283 54,844, 415,722 0.011
    51.33 237,179 62,301, 412,058 0.008
    51.42 150,637 -24,117, 325,392 0.091
    51.5 247,678 81,797, 413,558 0.003
    51.58 197,976 17,452, 378,501 0.032
    51.67 171,405 2,534, 340,276 0.047
    51.75 197,582 31,826, 363,337 0.019
    51.83 131,000 -43,758, 305,757 0.14
    51.92 37,663 -142,826, 218,152 0.7
    52 131,335 -34,477, 297,147 0.12
    52.08 157,506 -7,326, 322,337 0.061
    52.17 239,978 65,140, 414,816 0.007
    52.25 158,574 -16,225, 333,373 0.075
    52.33 241,142 69,853, 412,431 0.006
    52.42 90,598 -74,242, 255,438 0.3
    52.5 123,894 -43,234, 291,021 0.15
    52.58 129,458 -37,673, 296,589 0.13
    52.67 105,498 -69,392, 280,388 0.2
    52.75 118,046 -47,856, 283,948 0.2
    52.83 105,159 -75,540, 285,859 0.3
    52.92 92,784 -78,400, 263,969 0.3
    53 18,513 -202,601, 239,628 0.9
    53.08 90,076 -72,696, 252,849 0.3
    53.17 156,461 -12,407, 325,329 0.069
    53.25 148,707 -20,101, 317,514 0.084
    53.33 107,804 -56,952, 272,560 0.2
    53.42 73,018 -90,322, 236,358 0.4
    53.5 31,816 -133,022, 196,653 0.7
    53.58 -2,172 -173,380, 169,036 >0.9
    53.67 31,596 -132,318, 195,511 0.7
    53.75 83,593 -80,372, 247,558 0.3
    53.83 58,982 -106,824, 224,789 0.5
    53.92 69,127 -95,688, 233,943 0.4
    54 308 -174,484, 175,100 >0.9
    54.08 49,252 -114,075, 212,579 0.6
    54.17 112,134 -52,661, 276,929 0.2
    54.25 32,242 -136,460, 200,943 0.7
    54.33 119,157 -43,538, 281,853 0.2
    54.42 37,698 -137,023, 212,420 0.7
    54.5 93,824 -73,299, 260,946 0.3
    54.58 24,817 -139,168, 188,801 0.8
    54.67 115,182 -48,091, 278,455 0.2
    54.75 70,990 -97,843, 239,822 0.4
    54.83 14,535 -146,598, 175,668 0.9
    54.92 52,093 -108,763, 212,948 0.5
    55 52,820 -110,483, 216,124 0.5
    55.08 141,106 -33,645, 315,857 0.11
    55.17 63,194 -100,082, 226,470 0.4
    55.25 49,310 -110,833, 209,453 0.5
    55.33 75,332 -87,903, 238,568 0.4
    55.42 59,292 -101,504, 220,088 0.5
    55.5 70,563 -92,191, 233,318 0.4
    55.58 36,808 -130,260, 203,876 0.7
    55.67 67,795 -95,471, 231,060 0.4
    55.75 57,845 -104,391, 220,081 0.5
    55.83 43,615 -127,658, 214,887 0.6
    55.92 53,331 -111,499, 218,161 0.5
    56 30,914 -136,189, 198,016 0.7
    56.08 49,277 -112,523, 211,077 0.6
    56.17 25,806 -137,569, 189,180 0.8
    56.25 51,361 -109,771, 212,493 0.5
    56.33 45,826 -120,022, 211,673 0.6
    56.42 66,919 -98,899, 232,737 0.4
    56.5 40,823 -126,377, 208,022 0.6
    56.58 43,923 -127,474, 215,321 0.6
    56.67 28,070 -139,113, 195,254 0.7
    56.75 72,333 -94,751, 239,416 0.4
    56.83 66,503 -100,546, 233,551 0.4
    56.92 91,822 -77,013, 260,658 0.3
    57 144,614 -35,899, 325,126 0.12
    57.08 35,772 -128,988, 200,533 0.7
    57.17 46,951 -115,720, 209,623 0.6
    57.25 35,722 -130,033, 201,477 0.7
    57.33 68,910 -95,803, 233,623 0.4
    57.42 50,828 -123,939, 225,596 0.6
    57.5 54,031 -117,183, 225,246 0.5
    57.58 65,883 -98,063, 229,829 0.4
    57.67 61,822 -112,933, 236,578 0.5
    57.75 74,849 -88,393, 238,091 0.4
    57.83 63,811 -100,101, 227,722 0.4
    57.92 31,561 -135,539, 198,661 0.7
    58 67,566 -98,229, 233,361 0.4
    58.08 67,752 -97,036, 232,540 0.4
    58.17 97,046 -74,199, 268,291 0.3
    58.25 51,220 -114,574, 217,014 0.5
    58.33 35,215 -128,040, 198,470 0.7
    58.42 40,471 -130,743, 211,685 0.6
    58.5 111,559 -109,269, 332,388 0.3
    58.58 74,523 -105,957, 255,004 0.4
    58.67 97,860 -70,956, 266,676 0.3
    58.75 31,433 -139,696, 202,561 0.7
    58.83 -66,967 -258,303, 124,370 0.5
    58.92 132,208 -38,991, 303,406 0.13
    59 88,104 -80,719, 256,926 0.3
    59.08 29,802 -138,986, 198,591 0.7
    59.17 113,923 -53,205, 281,051 0.2
    59.25 24,113 -142,931, 191,157 0.8
    59.33 160,210 -20,339, 340,759 0.082
    59.42 108,185 -60,640, 277,010 0.2
    59.5 91,798 -82,951, 266,547 0.3
    59.58 63,852 -104,907, 232,611 0.5
    59.67 36,590 -132,181, 205,361 0.7
    59.75 100,817 -63,085, 264,720 0.2
    59.83 -1,868 -182,317, 178,580 >0.9
    59.92 122,669 -48,426, 293,764 0.2
    60 72,222 -93,502, 237,946 0.4
    60.08 74,205 -92,801, 241,210 0.4
    60.17 94,645 -85,747, 275,037 0.3
    60.25 37,638 -137,020, 212,295 0.7
    60.33 76,621 -89,116, 242,357 0.4
    60.42 36,421 -130,598, 203,440 0.7
    60.5 50,895 -112,912, 214,702 0.5
    60.58 98,339 -68,613, 265,290 0.2
    60.67 75,053 -99,573, 249,678 0.4
    60.75 72,903 -89,645, 235,451 0.4
    60.83 92,936 -70,161, 256,032 0.3
    60.92 136,186 -25,873, 298,245 0.10
    61 61,757 -99,906, 223,420 0.5
    61.08 107,684 -51,977, 267,345 0.2
    61.17 123,427 -39,692, 286,546 0.14
    61.25 123,070 -36,773, 282,912 0.13
    61.33 117,221 -43,046, 277,488 0.2
    61.42 80,480 -81,195, 242,155 0.3
    61.5 138,821 -22,236, 299,878 0.091
    61.58 69,163 -92,873, 231,200 0.4
    61.67 122,139 -38,367, 282,644 0.14
    61.75 113,086 -46,324, 272,496 0.2
    61.83 79,277 -80,446, 238,999 0.3
    61.92 110,500 -48,955, 269,955 0.2
    62 77,410 -81,777, 236,596 0.3
    62.08 95,843 -63,761, 255,447 0.2
    62.17 113,089 -46,226, 272,403 0.2
    62.25 86,134 -73,978, 246,245 0.3
    62.33 73,512 -86,412, 233,435 0.4
    62.42 63,240 -96,685, 223,165 0.4
    62.5 74,198 -84,624, 233,021 0.4
    62.58 93,139 -67,970, 254,248 0.3
    62.67 76,639 -83,908, 237,186 0.3
    62.75 39,073 -123,033, 201,179 0.6
    62.83 116,826 -47,020, 280,672 0.2
    62.92 66,367 -94,176, 226,910 0.4
    63 82,669 -79,529, 244,868 0.3
    63.08 80,916 -83,007, 244,838 0.3
    63.17 82,636 -79,092, 244,363 0.3
    63.25 80,107 -80,988, 241,202 0.3
    63.33 111,159 -48,964, 271,283 0.2
    63.42 79,479 -81,331, 240,288 0.3
    63.5 99,181 -67,909, 266,270 0.2
    63.58 102,802 -59,861, 265,465 0.2
    63.67 94,560 -66,553, 255,673 0.2
    63.75 94,582 -69,295, 258,458 0.3
    63.83 82,837 -76,972, 242,646 0.3
    63.92 105,055 -57,118, 267,228 0.2
    64 87,980 -73,788, 249,749 0.3
    64.08 160,095 -3,149, 323,338 0.055
    64.17 134,629 -25,514, 294,772 0.10
    64.25 130,757 -30,341, 291,855 0.11
    64.33 166,936 3,705, 330,167 0.045
    64.42 144,578 -16,506, 305,661 0.079
    64.5 124,360 -37,071, 285,790 0.13
    64.58 93,441 -72,321, 259,204 0.3
    64.67 110,587 -50,527, 271,700 0.2
    64.75 102,356 -59,050, 263,763 0.2
    64.83 129,576 -30,568, 289,721 0.11
    64.92 131,817 -27,883, 291,516 0.11
    65 115,466 -43,436, 274,368 0.2
    65.08 146,146 -14,470, 306,762 0.075
    65.17 134,416 -24,679, 293,512 0.10
    65.25 106,026 -53,675, 265,727 0.2
    65.33 94,509 -66,596, 255,614 0.3
    65.42 118,037 -40,967, 277,040 0.15
    65.5 113,215 -46,464, 272,893 0.2
    65.58 136,458 -23,066, 295,982 0.094
    65.67 126,460 -32,820, 285,741 0.12
    65.75 134,326 -24,755, 293,407 0.10
    65.83 142,413 -16,553, 301,380 0.079
    65.92 95,432 -63,955, 254,819 0.2
    66 95,411 -63,885, 254,707 0.2
    66.08 118,418 -41,247, 278,083 0.15
    66.17 126,638 -33,152, 286,429 0.12
    66.25 102,768 -59,020, 264,556 0.2
    66.33 96,211 -64,156, 256,577 0.2
    66.42 98,959 -62,507, 260,424 0.2
    66.5 94,590 -66,490, 255,671 0.2
    66.58 65,836 -96,830, 228,502 0.4
    66.67 85,983 -74,614, 246,581 0.3
    66.75 119,405 -45,334, 284,143 0.2
    66.83 112,102 -51,833, 276,037 0.2
    66.92 95,875 -84,544, 276,295 0.3
    67 143,291 -37,124, 323,706 0.12
    67.08 99,770 -75,059, 274,599 0.3
    67.17 139,031 -35,668, 313,729 0.12
    67.25 113,404 -55,412, 282,219 0.2
    67.33 81,925 -86,948, 250,797 0.3
    67.42 70,095 -104,673, 244,862 0.4
    67.5 21,730 -169,588, 213,047 0.8
    67.58 89,021 -91,429, 269,470 0.3
    67.67 74,419 -106,049, 254,887 0.4
    67.75 84,188 -136,820, 305,196 0.5
    67.92 4,507 -186,810, 195,824 >0.9
    68 93,470 -127,552, 314,492 0.4
    68.92 207,235 43,399, 371,071 0.013
    69 175,577 -15,687, 366,841 0.072
    69.17 174,091 7,074, 341,107 0.041
    69.25 207,726 40,684, 374,768 0.015
    69.33 173,685 2,418, 344,952 0.047
    69.42 174,851 3,655, 346,046 0.045
    69.5 115,337 -50,389, 281,063 0.2
    69.58 181,297 18,652, 343,943 0.029
    69.67 153,217 -8,118, 314,553 0.063
    69.75 150,402 -9,686, 310,489 0.066
    69.83 149,237 -9,252, 307,726 0.065
    69.92 116,818 -41,281, 274,917 0.15
    70 136,672 -22,475, 295,820 0.092
    70.08 152,246 -8,297, 312,789 0.063
    70.17 136,676 -21,853, 295,205 0.091
    70.25 128,472 -30,906, 287,851 0.11
    70.33 126,215 -32,724, 285,153 0.12
    70.42 110,547 -49,396, 270,489 0.2
    70.5 141,088 -19,050, 301,227 0.084
    70.58 106,847 -53,699, 267,394 0.2
    70.67 114,221 -45,144, 273,586 0.2
    70.75 104,373 -54,179, 262,925 0.2
    70.83 109,961 -50,177, 270,099 0.2
    70.92 118,675 -41,663, 279,013 0.15
    71 118,229 -43,193, 279,650 0.2
    71.08 102,724 -60,508, 265,956 0.2
    71.17 114,757 -48,422, 277,937 0.2
    71.25 114,855 -49,857, 279,567 0.2
    71.33 120,412 -44,259, 285,082 0.2
    71.42 117,269 -49,757, 284,295 0.2
    71.5 146,659 -16,557, 309,875 0.078
    71.58 139,893 -25,815, 305,600 0.10
    71.67 119,675 -42,986, 282,335 0.15
    71.75 157,319 -4,093, 318,731 0.056
    71.83 194,801 32,170, 357,432 0.019
    71.92 165,137 3,012, 327,262 0.046
    72 117,227 -44,906, 279,359 0.2
    72.08 134,218 -27,164, 295,600 0.10
    72.17 158,609 -3,080, 320,299 0.055
    72.25 122,601 -37,317, 282,519 0.13
    72.33 145,842 -15,549, 307,232 0.077
    72.42 130,472 -29,137, 290,081 0.11
    72.5 124,155 -39,033, 287,344 0.14
    72.58 119,696 -40,232, 279,624 0.14
    72.67 125,795 -34,138, 285,729 0.12
    72.75 125,168 -36,983, 287,319 0.13
    72.83 160,820 1,335, 320,306 0.048
    72.92 135,891 -23,237, 295,019 0.094
    73 139,599 -19,766, 298,965 0.086
    73.08 164,713 5,259, 324,167 0.043
    73.17 152,161 -6,775, 311,098 0.061
    73.25 140,662 -18,975, 300,300 0.084
    73.33 128,476 -30,385, 287,337 0.11
    73.42 131,366 -27,496, 290,227 0.11
    73.5 139,756 -19,468, 298,980 0.085
    73.58 165,078 5,300, 324,856 0.043
    73.67 157,349 -2,014, 316,713 0.053
    73.75 157,297 -1,786, 316,380 0.053
    73.83 132,138 -26,312, 290,588 0.10
    73.92 141,076 -17,282, 299,433 0.081
    74 120,412 -38,633, 279,458 0.14
    74.08 110,201 -48,966, 269,369 0.2
    74.17 136,056 -22,067, 294,179 0.092
    74.25 148,941 -10,349, 308,230 0.067
    74.33 126,748 -32,506, 286,001 0.12
    74.42 110,010 -48,351, 268,371 0.2
    74.5 134,252 -23,928, 292,432 0.10
    74.58 130,411 -28,287, 289,110 0.11
    74.67 140,976 -17,956, 299,908 0.082
    74.75 126,517 -31,839, 284,873 0.12
    74.83 136,623 -21,823, 295,069 0.091
    74.92 146,668 -13,177, 306,513 0.072
    75 126,198 -32,562, 284,957 0.12
    75.08 145,878 -13,421, 305,178 0.073
    75.17 115,019 -43,539, 273,576 0.2
    75.25 110,280 -48,720, 269,280 0.2
    75.33 150,578 -7,798, 308,954 0.062
    75.42 154,428 -4,242, 313,097 0.056
    75.5 145,411 -13,129, 303,952 0.072
    75.58 161,466 887, 322,044 0.049
    75.67 148,577 -10,537, 307,690 0.067
    75.75 148,792 -10,511, 308,094 0.067
    75.83 134,430 -23,755, 292,614 0.10
    75.92 128,558 -30,001, 287,118 0.11
    76 148,805 -10,194, 307,805 0.067
    76.08 105,986 -52,381, 264,354 0.2
    76.17 149,956 -9,134, 309,047 0.065
    76.25 141,869 -18,303, 302,042 0.083
    76.33 137,493 -21,813, 296,800 0.091
    76.42 113,079 -45,622, 271,780 0.2
    76.5 105,031 -53,736, 263,798 0.2
    76.58 115,289 -44,136, 274,715 0.2
    76.67 130,711 -28,386, 289,808 0.11
    76.75 128,710 -30,017, 287,437 0.11
    76.83 150,018 -8,926, 308,962 0.064
    76.92 134,192 -24,447, 292,832 0.10
    77 122,259 -37,662, 282,181 0.13
    77.08 133,991 -24,699, 292,682 0.10
    77.17 158,549 -278, 317,377 0.050
    77.25 144,217 -15,006, 303,439 0.076
    77.33 170,465 12,236, 328,695 0.035
    77.42 167,865 8,964, 326,765 0.038
    77.5 167,515 8,290, 326,741 0.039
    77.58 148,165 -9,915, 306,244 0.066
    77.67 151,813 -6,640, 310,267 0.060
    77.75 159,946 1,811, 318,080 0.047
    77.83 158,749 116, 317,382 0.050
    77.92 132,318 -26,092, 290,729 0.10
    78 163,787 5,410, 322,163 0.043
    78.08 169,040 10,509, 327,572 0.037
    78.17 157,170 -1,206, 315,546 0.052
    78.25 154,717 -3,334, 312,768 0.055
    78.33 153,735 -4,096, 311,565 0.056
    78.42 150,314 -8,109, 308,736 0.063
    78.5 147,036 -11,540, 305,611 0.069
    78.58 158,809 314, 317,303 0.050
    78.67 133,988 -24,395, 292,370 0.10
    78.75 152,403 -6,036, 310,842 0.059
    78.83 154,406 -4,221, 313,033 0.056
    78.92 144,055 -14,870, 302,979 0.076
    79 149,622 -9,353, 308,597 0.065
    79.08 153,440 -5,010, 311,890 0.058
    79.17 146,665 -11,994, 305,324 0.070
    79.25 155,773 -3,372, 314,919 0.055
    79.33 148,248 -11,263, 307,760 0.069
    79.42 136,430 -22,786, 295,645 0.093
    79.5 153,272 -5,571, 312,114 0.059
    79.58 157,465 -1,100, 316,030 0.052
    79.67 156,781 -1,376, 314,938 0.052
    79.75 129,516 -29,036, 288,069 0.11
    79.83 147,844 -10,435, 306,122 0.067
    79.92 136,906 -21,271, 295,084 0.090
    80 154,464 -3,879, 312,807 0.056
    80.08 157,229 -780, 315,238 0.051
    80.17 131,417 -26,979, 289,812 0.10
    80.25 141,667 -17,104, 300,438 0.080
    80.33 138,805 -19,811, 297,420 0.086
    80.42 147,641 -10,787, 306,069 0.068
    80.5 110,570 -48,056, 269,196 0.2
    80.58 124,538 -33,441, 282,517 0.12
    80.67 135,000 -23,387, 293,387 0.095
    80.75 112,015 -46,777, 270,807 0.2
    80.83 118,586 -40,800, 277,972 0.14
    80.92 134,195 -24,640, 293,030 0.10
    81 141,811 -17,106, 300,728 0.080
    81.08 135,818 -23,101, 294,736 0.094
    81.17 128,043 -32,060, 288,146 0.12
    81.25 133,841 -26,029, 293,710 0.10
    81.33 127,020 -31,665, 285,704 0.12
    81.42 136,464 -23,171, 296,098 0.094
    81.5 136,475 -23,038, 295,988 0.094
    81.58 135,807 -23,167, 294,781 0.094
    81.67 141,101 -18,736, 300,938 0.084
    81.75 110,494 -49,473, 270,460 0.2
    81.83 138,671 -21,630, 298,973 0.090
    81.92 175,608 13,021, 338,195 0.034
    82 156,473 -5,359, 318,305 0.058
    82.08 136,572 -24,351, 297,494 0.10
    82.17 169,814 6,850, 332,777 0.041
    82.25 154,455 -6,909, 315,818 0.061
    82.33 140,758 -20,987, 302,502 0.088
    82.42 144,945 -15,924, 305,814 0.077
    82.5 191,220 26,247, 356,193 0.023
    82.58 235,874 68,573, 403,174 0.006
    82.67 367,106 175,595, 558,616 <0.001
    82.75 208,568 41,256, 375,881 0.015
    82.83 160,438 -10,984, 331,861 0.067
    82.92 206,173 42,023, 370,323 0.014
    83 178,988 16,080, 341,896 0.031
    83.08 194,997 27,626, 362,368 0.022
    83.17 207,103 43,638, 370,567 0.013
    83.25 236,429 65,026, 407,832 0.007
    83.33 171,228 -204, 342,659 0.050
    83.42 265,354 98,001, 432,707 0.002
    83.5 205,357 33,939, 376,776 0.019
    83.58 244,823 69,861, 419,785 0.006
    83.67 146,129 -75,016, 367,275 0.2
    83.75 246,165 74,729, 417,601 0.005
    83.83 188,549 13,584, 363,514 0.035
    83.92 290,656 115,657, 465,655 0.001
    84 379,486 158,342, 600,630 <0.001
    84.08 243,399 68,411, 418,388 0.006
    84.25 177,319 2,336, 352,301 0.047
    84.33 167,544 -24,016, 359,104 0.086
    84.67 199,797 18,987, 380,606 0.030
    84.83 196,252 15,448, 377,055 0.033
    84.92 201,960 10,178, 393,741 0.039
    85 286,210 65,070, 507,349 0.011
    85.08 227,165 57,993, 396,338 0.008
    85.17 254,889 87,463, 422,315 0.003
    85.25 303,746 139,417, 468,075 <0.001
    85.33 240,820 65,751, 415,889 0.007
    85.42 385,975 219,832, 552,117 <0.001
    85.5 189,790 8,991, 370,589 0.040
    85.58 426,563 205,326, 647,799 <0.001
    85.67 330,608 161,513, 499,703 <0.001
    85.75 233,086 61,577, 404,595 0.008
    85.83 259,916 84,832, 435,000 0.004
    85.92 307,320 138,115, 476,525 <0.001
    86 195,603 29,500, 361,707 0.021
    86.08 321,731 155,601, 487,861 <0.001
    86.17 341,796 170,366, 513,225 <0.001
    86.25 309,449 117,655, 501,244 0.002
    86.33 340,091 172,722, 507,459 <0.001
    86.42 340,265 148,652, 531,878 <0.001
    86.5 246,546 54,928, 438,164 0.012
    86.58 342,305 121,099, 563,512 0.002
    86.83 394,005 172,949, 615,061 <0.001
    87 427,492 206,432, 648,551 <0.001
    87.17 553,990 332,754, 775,226 <0.001
    87.25 462,928 271,162, 654,694 <0.001
    87.42 572,832 351,538, 794,127 <0.001
    87.5 458,067 283,058, 633,076 <0.001
    87.58 351,187 159,509, 542,864 <0.001
    87.67 429,869 264,903, 594,834 <0.001
    87.75 392,769 225,349, 560,189 <0.001
    87.83 538,136 366,724, 709,549 <0.001
    87.92 453,020 287,919, 618,122 <0.001
    88 467,109 302,995, 631,223 <0.001
    88.08 503,136 335,834, 670,439 <0.001
    88.17 448,043 283,934, 612,151 <0.001
    88.25 464,074 302,467, 625,682 <0.001
    88.33 477,585 312,570, 642,600 <0.001
    88.42 353,886 187,776, 519,996 <0.001
    88.5 463,379 299,258, 627,501 <0.001
    88.58 615,592 394,592, 836,591 <0.001
    88.67 481,682 318,871, 644,493 <0.001
    88.75 487,677 323,688, 651,666 <0.001
    88.83 470,733 303,604, 637,861 <0.001
    88.92 435,367 270,549, 600,184 <0.001
    89 467,291 298,409, 636,173 <0.001
    89.08 483,633 303,121, 664,144 <0.001
    89.17 460,046 285,264, 634,829 <0.001
    89.25 454,886 263,400, 646,372 <0.001
    89.33 420,737 249,371, 592,103 <0.001
    89.42 412,771 248,773, 576,769 <0.001
    89.5 397,005 231,056, 562,954 <0.001
    89.58 381,170 217,822, 544,517 <0.001
    89.67 375,154 211,117, 539,191 <0.001
    89.75 323,505 158,688, 488,323 <0.001
    89.83 402,944 227,997, 577,891 <0.001
    89.92 290,157 118,814, 461,501 <0.001
    90 297,928 106,310, 489,546 0.002
    90.08 291,166 127,762, 454,569 <0.001
    90.17 330,619 161,600, 499,638 <0.001
    90.25 290,193 127,376, 453,010 <0.001
    90.33 325,204 156,220, 494,188 <0.001
    90.42 373,527 202,182, 544,871 <0.001
    90.5 326,712 161,761, 491,664 <0.001
    90.58 279,801 110,811, 448,790 0.001
    90.67 291,847 124,489, 459,206 <0.001
    90.75 427,882 260,588, 595,176 <0.001
    90.83 248,548 77,194, 419,902 0.004
    90.92 265,584 100,630, 430,539 0.002
    91 337,472 156,726, 518,218 <0.001
    91.08 321,546 154,063, 489,029 <0.001
    91.17 366,910 204,344, 529,476 <0.001
    91.25 336,689 169,304, 504,074 <0.001
    91.33 396,174 232,603, 559,745 <0.001
    91.42 364,629 195,422, 533,836 <0.001
    91.5 331,605 165,467, 497,743 <0.001
    91.58 256,225 93,693, 418,757 0.002
    91.67 345,885 184,933, 506,837 <0.001
    91.75 257,837 97,166, 418,507 0.002
    91.83 366,522 205,605, 527,439 <0.001
    91.92 322,226 162,814, 481,639 <0.001
    92 293,222 134,108, 452,336 <0.001
    92.08 257,725 98,413, 417,037 0.002
    92.17 305,139 143,674, 466,604 <0.001
    92.25 275,394 116,599, 434,188 <0.001
    92.33 286,186 127,035, 445,336 <0.001
    92.42 298,616 140,235, 456,997 <0.001
    92.5 290,194 130,338, 450,050 <0.001
    92.58 251,853 92,943, 410,764 0.002
    92.67 262,258 104,284, 420,232 0.001
    92.75 271,019 112,703, 429,334 <0.001
    92.83 283,214 124,708, 441,720 <0.001
    92.92 256,734 97,824, 415,643 0.002
    93 279,171 120,333, 438,009 <0.001
    93.08 270,231 111,426, 429,036 <0.001
    93.17 254,967 96,131, 413,803 0.002
    93.25 284,123 125,791, 442,455 <0.001
    93.33 272,137 112,785, 431,489 <0.001
    93.42 242,872 84,878, 400,867 0.003
    93.5 261,746 103,309, 420,183 0.001
    93.58 272,448 113,411, 431,485 <0.001
    93.67 260,193 101,590, 418,796 0.001
    93.75 301,595 142,893, 460,296 <0.001
    93.83 271,876 113,384, 430,369 <0.001
    93.92 251,308 93,407, 409,210 0.002
    94 290,864 132,584, 449,144 <0.001
    94.08 281,578 123,187, 439,968 <0.001
    94.17 284,665 125,877, 443,452 <0.001
    94.25 257,511 99,374, 415,648 0.001
    94.33 293,843 135,852, 451,834 <0.001
    94.42 292,263 134,237, 450,288 <0.001
    94.5 289,320 131,601, 447,040 <0.001
    94.58 308,199 150,696, 465,702 <0.001
    94.67 275,387 117,886, 432,889 <0.001
    94.75 284,494 127,152, 441,837 <0.001
    94.83 301,311 144,097, 458,525 <0.001
    94.92 287,719 130,315, 445,123 <0.001
    95 296,135 138,617, 453,653 <0.001
    95.08 290,636 132,836, 448,435 <0.001
    95.17 280,763 122,979, 438,548 <0.001
    95.25 267,193 107,824, 426,562 0.001
    95.33 310,537 151,808, 469,267 <0.001
    95.42 297,069 133,495, 460,643 <0.001
    95.5 253,821 84,737, 422,904 0.003
    95.58 212,678 43,605, 381,751 0.014
    95.67 274,409 53,242, 495,576 0.015
    95.75 638,769 417,615, 859,924 <0.001
    96.08 708,769 517,128, 900,411 <0.001
    96.58 574,769 353,615, 795,924 <0.001
    96.75 538,769 317,615, 759,924 <0.001
PROX_CB -26 -26, -25 <0.001
PROX_EL 16 13, 19 <0.001
PROX_TO_ -19 -21, -16 <0.001
PROX_HE -26 -37, -16 <0.001
PROX_SU -6.0 -19, 6.6 0.3
PROX_TOP 5.3 4.2, 6.4 <0.001
PROX_MR -15 -20, -9.7 <0.001
PROX_CY 9.2 7.9, 11 <0.001
R² = 0.718; Adjusted R² = 0.702; AIC = 244,644; Statistic = 43.3; p-value = <0.001; σ = 79,632
1 CI = Confidence Interval

5.2.4 Checking for multicolinearity

suppressPackageStartupMessages({
  library(olsrr)
})

hdb_5_room_.mlr1 <- lm(mpg ~ disp + hp + wt + drat, data = mtcars)

olsrr::ols_vif_tol(hdb_5_room_.mlr1)
  Variables Tolerance      VIF
1      disp 0.1218116 8.209402
2        hp 0.3454979 2.894373
3        wt 0.1962092 5.096601
4      drat 0.4386836 2.279547

5.2.5 Test for Non-Linearity

ols_plot_resid_fit(hdb_5_room_.mlr1)

5.2.6 Test for Normality Assumption

ols_plot_resid_hist(hdb_5_room_.mlr1)

ols_test_normality(hdb_5_room_.mlr1)
-----------------------------------------------
       Test             Statistic       pvalue  
-----------------------------------------------
Shapiro-Wilk              0.9166         0.0168 
Kolmogorov-Smirnov        0.1471         0.4504 
Cramer-von Mises          2.4836         0.0000 
Anderson-Darling          0.8308         0.0285 
-----------------------------------------------

5.2.7 Testing for Spatial Autocorrelation

mlr.output <- as.data.frame(hdb_5_room_.mlr1$residuals)
library(magrittr)

Attaching package: 'magrittr'
The following object is masked from 'package:purrr':

    set_names
The following object is masked from 'package:tidyr':

    extract
library(dplyr)

nrow(resale_sf_final)
[1] 9608
nrow(mlr.output)
[1] 32
merged_data <- merge(resale_sf_final,mlr.output)

names(merged_data)
 [1] "PRICE"                      "month"                     
 [3] "town"                       "flt_typ"                   
 [5] "block"                      "strt_nm"                   
 [7] "AREA_SQ"                    "flt_mdl"                   
 [9] "ls_cmm_"                    "LEASE_Y"                   
[11] "X01TO03"                    "X10TO12"                   
[13] "X07TO09"                    "X16TO18"                   
[15] "X22TO24"                    "X04TO06"                   
[17] "X19TO21"                    "X28TO30"                   
[19] "X25TO27"                    "X13TO15"                   
[21] "X37TO39"                    "X31TO33"                   
[23] "X34TO36"                    "X40TO42"                   
[25] "X46TO48"                    "X43TO45"                   
[27] "X49TO51"                    "PROX_CB"                   
[29] "PROX_EL"                    "PROX_TO_"                  
[31] "PROX_HE"                    "PROX_SU"                   
[33] "PROX_TOP"                   "PROX_MR"                   
[35] "PROX_CY"                    "NUM_MRT"                   
[37] "NUM_ELD"                    "NUM_GYM"                   
[39] "NUM_HEA"                    "NUM_DEN"                   
[41] "NUM_SUP"                    "NUM_GOO"                   
[43] "NUM_ERP"                    "NUM_CYC"                   
[45] "hdb_5_room_.mlr1$residuals" "geometry"                  
hdb_5_room_resale.res.sf <- merged_data %>% 
  rename(`MLR_RES` = `hdb_5_room_.mlr1$residuals`)

5.3 GWR Predictive Method