R/pat_scatterPlot.R
pat_scatterPlot.Rd
Creates a multi-panel scatterPlot comparing all variables in the pat object. If any variables have no valid data, they are omitted from the plot.
The list of available parameters include:
datetime
-- measurement time
pm25_A
-- A channel PM2.5 (ug/m3)
pm25_A
-- A channel PM2.5 (ug/m3)
temperature
-- temperature (F)
humidity
-- humidity (%)
uptime
-- seconds since last reset
adc0
-- analog input voltage
rssi
-- wifi signal strength (dBm)
pat_scatterPlot( pat = NULL, parameters = c("datetime", "pm25_A", "pm25_B", "temperature", "humidity"), sampleSize = 5000, sampleFraction = NULL, size = 0.5, shape = 15, color = "black", alpha = 0.25 )
pat | PurpleAir Timeseries pat object. |
---|---|
parameters | Vector of parameters to include. |
sampleSize | Integer to determine sample size. |
sampleFraction | Fractional sample size. |
size | Size of points. |
shape | Symbol to use for points. |
color | Color of points. |
alpha | Opacity of points. |
Multi-panel ggplot comparing all parameters.
# \donttest{ pat <- example_pat %>% pat_filterDate(20180811,20180818) # Warnings are generated when the pat contains NA values pat_scatterPlot(pat, sampleSize = 1000)#> Warning: Removed 271 rows containing missing values#> Warning: Removed 256 rows containing missing values#> Warning: Removed 271 rows containing missing values#> Warning: Removed 271 rows containing missing values#> Warning: Removed 271 rows containing missing values (geom_point).#> Warning: Removed 271 rows containing non-finite values (stat_density).#> Warning: Removed 527 rows containing missing values#> Warning: Removed 271 rows containing missing values#> Warning: Removed 271 rows containing missing values#> Warning: Removed 256 rows containing missing values (geom_point).#> Warning: Removed 527 rows containing missing values (geom_point).#> Warning: Removed 256 rows containing non-finite values (stat_density).#> Warning: Removed 527 rows containing missing values#> Warning: Removed 527 rows containing missing values#> Warning: Removed 271 rows containing missing values (geom_point).#> Warning: Removed 271 rows containing missing values (geom_point).#> Warning: Removed 527 rows containing missing values (geom_point).#> Warning: Removed 271 rows containing non-finite values (stat_density).#> Warning: Removed 271 rows containing missing values#> Warning: Removed 271 rows containing missing values (geom_point).#> Warning: Removed 271 rows containing missing values (geom_point).#> Warning: Removed 527 rows containing missing values (geom_point).#> Warning: Removed 271 rows containing missing values (geom_point).#> Warning: Removed 271 rows containing non-finite values (stat_density).# }