diff --git a/ecobee.R b/ecobee.R
index 0472829..f77ce59 100644
--- a/ecobee.R
+++ b/ecobee.R
@@ -290,13 +290,16 @@ ggsave(filename = "outdoorTemp_equipmentRun.png" ,
        units = "in")
 
 ggplot(data = utility_data %>% filter(start_date>startdate)) +
-  geom_point(aes(x = `Electricity (kWh)`,
-                 y = heat_pump_hours+heat_aux_hours+cool_pump_hours)) +
-  geom_label_repel(aes(x = `Electricity (kWh)`,
-                 y = heat_pump_hours+heat_aux_hours+cool_pump_hours,
+  geom_point(aes(y = `Electricity (kWh)`,
+                 x = heat_pump_hours+heat_aux_hours+cool_pump_hours)) +
+  geom_label_repel(aes(y = `Electricity (kWh)`,
+                 x = heat_pump_hours+heat_aux_hours+cool_pump_hours,
                  label = `mid date`)) +
   scale_x_continuous(limits = c(0, NA), expand = expansion(mult = c(0,0.1))) +
-  scale_y_continuous(limits = c(0, NA), expand = expansion(mult = c(0,0.1)))
+  scale_y_continuous(limits = c(0, NA), expand = expansion(mult = c(0,0.1))) +
+  labs(title = "Heat pump hours vs total kWh",
+       x = "Heat Pump Hours (heating + cooling)",
+       y = "Electricity (kWh)")
 ggsave(filename = "equipmentRun_electicCost.png" , 
        path = paste(getwd(),"/figures/", sep = ""), 
        device = "png",
diff --git a/figures/dateDay_timeRunning.png b/figures/dateDay_timeRunning.png
index 499c2cf..7706617 100644
Binary files a/figures/dateDay_timeRunning.png and b/figures/dateDay_timeRunning.png differ
diff --git a/figures/dateWeek_timeRunning.png b/figures/dateWeek_timeRunning.png
index f0873c3..9b7a469 100644
Binary files a/figures/dateWeek_timeRunning.png and b/figures/dateWeek_timeRunning.png differ
diff --git a/figures/equipmentRun_electicCost.png b/figures/equipmentRun_electicCost.png
index 8f5dd8c..ecfc72e 100644
Binary files a/figures/equipmentRun_electicCost.png and b/figures/equipmentRun_electicCost.png differ
diff --git a/figures/outdoorTemp_equipmentRun.png b/figures/outdoorTemp_equipmentRun.png
index 56b0ea4..0e2487e 100644
Binary files a/figures/outdoorTemp_equipmentRun.png and b/figures/outdoorTemp_equipmentRun.png differ
diff --git a/figures/outdoorTemp_equipmentRun_zone.png b/figures/outdoorTemp_equipmentRun_zone.png
index 1507589..cee9365 100644
Binary files a/figures/outdoorTemp_equipmentRun_zone.png and b/figures/outdoorTemp_equipmentRun_zone.png differ
diff --git a/figures/temp_time_all.png b/figures/temp_time_all.png
index 327d066..cce1b02 100644
Binary files a/figures/temp_time_all.png and b/figures/temp_time_all.png differ
diff --git a/figures/temp_time_last_week.png b/figures/temp_time_last_week.png
index 6a642c4..cee0a4d 100644
Binary files a/figures/temp_time_last_week.png and b/figures/temp_time_last_week.png differ