Setting up
# load required packages
library(tidyverse)
library(scales)
library(DT)
# load data on produced water spills, 2013-2022 from district office spill logs
tx_spills_district_prod_water <- read_csv("data/district_cleaned.csv")
Total produced water spilled
tx_spills_district_prod_water %>%
summarize(spills = n(),
released = round(sum(release_prod_water_edit, na.rm = TRUE)),
recovered = round(sum(recovery_prod_water_edit, na.rm = TRUE))) %>%
mutate_all(., prettyNum, big.mark = ",") %>%
datatable(colnames = c("Spills", "Gallons released", "Gallons recovered"))
Spills by year
spills_year = tx_spills_district_prod_water %>%
group_by(year = year(date_of_spill_edit)) %>%
summarize(spills = n(),
released = round(sum(release_prod_water_edit, na.rm = TRUE)),
recovered = round(sum(recovery_prod_water_edit, na.rm = TRUE)))
spills_year %>%
mutate_at(c(2:4), prettyNum, big.mark = ",") %>%
datatable(colnames = c("Year", "Spills", "Gallons released", "Gallons recovered"))
ggplot(spills_year, aes(x=year, y=released)) +
geom_col(fill = "red") +
geom_hline(yintercept = 0, linewidth = 0.3) +
scale_x_continuous(breaks = c(2014,2016,2018,2020,2022)) +
scale_y_continuous(labels = comma) +
xlab("") +
ylab("") +
theme_minimal() +
ggtitle("Gallons of produced water spilled, statewide by year") +
theme(panel.grid.major.x = element_blank(),
panel.grid.minor.x = element_blank(),
plot.title.position = "plot")
![](data:image/png;base64,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)
Spills by Railroad Commission district
spills_district <- tx_spills_district_prod_water %>%
group_by(district_edit) %>%
summarize(spills = n(),
released = round(sum(release_prod_water_edit, na.rm = TRUE)),
recovered = round(sum(recovery_prod_water_edit, na.rm = TRUE))) %>%
arrange(-released)
spills_district %>%
mutate_at(c(2:4), prettyNum, big.mark = ",") %>%
datatable(colnames = c("District", "Spills", "Gallons released", "Gallons recovered"))
ggplot(spills_district, aes(x=reorder(district_edit,released), y=released)) +
geom_col(fill = "red") +
geom_hline(yintercept = 0, linewidth = 0.3) +
scale_y_continuous(labels = comma) +
xlab("") +
ylab("") +
theme_minimal() +
ggtitle("Gallons of produced water spilled, by district") +
theme(panel.grid.major.y = element_blank(),
panel.grid.minor.y = element_blank(),
plot.title.position = "plot") +
coord_flip()
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)
Spills by county
spills_county <- tx_spills_district_prod_water %>%
group_by(county_edit) %>%
summarize(spills = n(),
released = round(sum(release_prod_water_edit, na.rm = TRUE)),
recovered = round(sum(recovery_prod_water_edit, na.rm = TRUE))) %>%
arrange(-released)
spills_county %>%
mutate_at(c(2:4), prettyNum, big.mark = ",") %>%
datatable(colnames = c("County", "Spills", "Gallons released", "Gallons recovered"))
spills_county_top10 <- spills_county %>%
slice_max(released, n = 10)
ggplot(spills_county_top10, aes(x=reorder(county_edit,released), y=released)) +
geom_col(fill = "red") +
geom_hline(yintercept = 0, linewidth = 0.3) +
scale_y_continuous(labels = comma) +
xlab("") +
ylab("") +
theme_minimal() +
ggtitle("Gallons of produced water spilled, top 10 counties") +
theme(panel.grid.major.y = element_blank(),
panel.grid.minor.y = element_blank(),
plot.title.position = "plot") +
coord_flip()
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)
Spills by operator
spills_operator <- tx_spills_district_prod_water %>%
group_by(operator_edit) %>%
summarize(spills = n(),
released = round(sum(release_prod_water_edit, na.rm = TRUE)),
recovered = round(sum(recovery_prod_water_edit, na.rm = TRUE))) %>%
arrange(-released)
spills_operator %>%
mutate_at(c(2:4), prettyNum, big.mark = ",") %>%
datatable(colnames = c("Operator", "Spills", "Gallons released", "Gallons recovered"))
spills_operator_top10 <- spills_operator %>%
slice_max(released, n = 10)
ggplot(spills_operator_top10, aes(x=reorder(operator_edit,released), y=released)) +
geom_col(fill = "red") +
geom_hline(yintercept = 0, linewidth = 0.3) +
scale_y_continuous(labels = comma) +
xlab("") +
ylab("") +
theme_minimal() +
ggtitle("Gallons of produced water spilled, top 10 operators") +
theme(panel.grid.major.y = element_blank(),
panel.grid.minor.y = element_blank(),
plot.title.position = "plot") +
coord_flip()
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)
Total spilled on water
tx_spills_district_prod_water %>%
filter(spill_on_water_edit == "YES") %>%
summarize(spills = n(),
released = round(sum(release_prod_water_edit, na.rm = TRUE)),
recovered = round(sum(recovery_prod_water_edit, na.rm = TRUE))) %>%
mutate_all(., prettyNum, big.mark = ",") %>%
datatable()