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report.html
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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="generator" content="pandoc" />
<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
<meta name="author" content="Victor Wildner" />
<title>Weather Damage Report</title>
<script>/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
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) 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<h1 class="title toc-ignore">Weather Damage Report</h1>
<h4 class="author">Victor Wildner</h4>
</div>
<blockquote>
<p>The basic goal of this project is to explore the U.S. National Oceanic and Atmospheric Administration’s (NOAA) storm database, seeking to answer some questions about severe weather events. The main focus of this study is to enable full-research reproducibility, using literate programming for every step.</p>
</blockquote>
<div id="data-processing" class="section level2">
<h2>Data Processing</h2>
<div id="setup" class="section level3">
<h3>Setup</h3>
<div id="loading-libraries" class="section level4">
<h4>Loading libraries</h4>
<pre><code>##
## ********************************************************</code></pre>
<pre><code>## Note: As of version 1.0.0, cowplot does not change the</code></pre>
<pre><code>## default ggplot2 theme anymore. To recover the previous</code></pre>
<pre><code>## behavior, execute:
## theme_set(theme_cowplot())</code></pre>
<pre><code>## ********************************************************</code></pre>
</div>
<div id="setting-seed-for-reproducibility" class="section level4">
<h4>Setting seed for reproducibility</h4>
<pre class="r"><code>set.seed(144)</code></pre>
</div>
<div id="showing-current-environment" class="section level4">
<h4>Showing current environment</h4>
<pre class="r"><code>sessionInfo()</code></pre>
<pre><code>## R version 3.6.3 (2020-02-29)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 18.04.4 LTS
##
## Matrix products: default
## BLAS: /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.7.1
## LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.7.1
##
## locale:
## [1] LC_CTYPE=pt_BR.UTF-8 LC_NUMERIC=C
## [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8
## [5] LC_MONETARY=pt_BR.UTF-8 LC_MESSAGES=en_US.UTF-8
## [7] LC_PAPER=pt_BR.UTF-8 LC_NAME=C
## [9] LC_ADDRESS=C LC_TELEPHONE=C
## [11] LC_MEASUREMENT=pt_BR.UTF-8 LC_IDENTIFICATION=C
##
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] cowplot_1.0.0 forcats_0.5.0 stringr_1.4.0 dplyr_0.8.5
## [5] purrr_0.3.4 readr_1.3.1 tidyr_1.0.2 tibble_3.0.1
## [9] ggplot2_3.3.0 tidyverse_1.3.0
##
## loaded via a namespace (and not attached):
## [1] tidyselect_1.0.0 xfun_0.13 haven_2.2.0 lattice_0.20-41
## [5] colorspace_1.4-1 vctrs_0.2.4 generics_0.0.2 htmltools_0.4.0
## [9] yaml_2.2.1 rlang_0.4.6 pillar_1.4.3 glue_1.4.0
## [13] withr_2.2.0 DBI_1.1.0 dbplyr_1.4.3 modelr_0.1.7
## [17] readxl_1.3.1 lifecycle_0.2.0 munsell_0.5.0 gtable_0.3.0
## [21] cellranger_1.1.0 rvest_0.3.5 codetools_0.2-16 evaluate_0.14
## [25] knitr_1.28 fansi_0.4.1 broom_0.5.6 Rcpp_1.0.4.6
## [29] scales_1.1.0 backports_1.1.6 jsonlite_1.6.1 fs_1.4.1
## [33] hms_0.5.3 digest_0.6.25 stringi_1.4.6 grid_3.6.3
## [37] cli_2.0.2 tools_3.6.3 magrittr_1.5 crayon_1.3.4
## [41] pkgconfig_2.0.3 ellipsis_0.3.0 xml2_1.3.2 reprex_0.3.0
## [45] lubridate_1.7.8 assertthat_0.2.1 rmarkdown_2.1 httr_1.4.1
## [49] rstudioapi_0.11 R6_2.4.1 nlme_3.1-147 compiler_3.6.3</code></pre>
</div>
<div id="downloading-the-dataset" class="section level4">
<h4>Downloading the dataset</h4>
<pre class="r"><code># download.file("https://d396qusza40orc.cloudfront.net/repdata%2Fdata%2FStormData.csv.bz2", "stormdata.csv.bz2")</code></pre>
</div>
<div id="read-dataset-into-variable-removing-blank-spaces-and-transform-into-tidyverse-compatible" class="section level4">
<h4>Read dataset into variable removing blank spaces and transform into tidyverse compatible</h4>
<pre class="r"><code>storm_data <- as_tibble(read.csv(file = "stormdata.csv.bz2", na.strings = ""))</code></pre>
</div>
<div id="get-a-glimpse-of-the-data" class="section level4">
<h4>Get a glimpse of the data</h4>
<pre class="r"><code>glimpse(storm_data)</code></pre>
<pre><code>## Rows: 902,297
## Columns: 37
## $ STATE__ <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1…
## $ BGN_DATE <fct> 4/18/1950 0:00:00, 4/18/1950 0:00:00, 2/20/1951 0:00:00, 6…
## $ BGN_TIME <fct> 0130, 0145, 1600, 0900, 1500, 2000, 0100, 0900, 2000, 2000…
## $ TIME_ZONE <fct> CST, CST, CST, CST, CST, CST, CST, CST, CST, CST, CST, CST…
## $ COUNTY <dbl> 97, 3, 57, 89, 43, 77, 9, 123, 125, 57, 43, 9, 73, 49, 107…
## $ COUNTYNAME <fct> MOBILE, BALDWIN, FAYETTE, MADISON, CULLMAN, LAUDERDALE, BL…
## $ STATE <fct> AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL…
## $ EVTYPE <fct> TORNADO, TORNADO, TORNADO, TORNADO, TORNADO, TORNADO, TORN…
## $ BGN_RANGE <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ BGN_AZI <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ BGN_LOCATI <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ END_DATE <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ END_TIME <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ COUNTY_END <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ COUNTYENDN <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ END_RANGE <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ END_AZI <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ END_LOCATI <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ LENGTH <dbl> 14.0, 2.0, 0.1, 0.0, 0.0, 1.5, 1.5, 0.0, 3.3, 2.3, 1.3, 4.…
## $ WIDTH <dbl> 100, 150, 123, 100, 150, 177, 33, 33, 100, 100, 400, 400, …
## $ F <int> 3, 2, 2, 2, 2, 2, 2, 1, 3, 3, 1, 1, 3, 3, 3, 4, 1, 1, 1, 1…
## $ MAG <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ FATALITIES <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 4, 0, 0, 0, 0…
## $ INJURIES <dbl> 15, 0, 2, 2, 2, 6, 1, 0, 14, 0, 3, 3, 26, 12, 6, 50, 2, 0,…
## $ PROPDMG <dbl> 25.0, 2.5, 25.0, 2.5, 2.5, 2.5, 2.5, 2.5, 25.0, 25.0, 2.5,…
## $ PROPDMGEXP <fct> K, K, K, K, K, K, K, K, K, K, M, M, K, K, K, K, K, K, K, K…
## $ CROPDMG <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ CROPDMGEXP <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ WFO <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ STATEOFFIC <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ ZONENAMES <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ LATITUDE <dbl> 3040, 3042, 3340, 3458, 3412, 3450, 3405, 3255, 3334, 3336…
## $ LONGITUDE <dbl> 8812, 8755, 8742, 8626, 8642, 8748, 8631, 8558, 8740, 8738…
## $ LATITUDE_E <dbl> 3051, 0, 0, 0, 0, 0, 0, 0, 3336, 3337, 3402, 3404, 0, 3432…
## $ LONGITUDE_ <dbl> 8806, 0, 0, 0, 0, 0, 0, 0, 8738, 8737, 8644, 8640, 0, 8540…
## $ REMARKS <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ REFNUM <dbl> 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17,…</code></pre>
</div>
<div id="count-nas" class="section level4">
<h4>Count NAs</h4>
<pre class="r"><code>sum_na <- storm_data %>%
summarize_all(funs(sum(is.na(.))))</code></pre>
<pre><code>## Warning: funs() is soft deprecated as of dplyr 0.8.0
## Please use a list of either functions or lambdas:
##
## # Simple named list:
## list(mean = mean, median = median)
##
## # Auto named with `tibble::lst()`:
## tibble::lst(mean, median)
##
## # Using lambdas
## list(~ mean(., trim = .2), ~ median(., na.rm = TRUE))
## This warning is displayed once per session.</code></pre>
<pre class="r"><code>glimpse(sum_na)</code></pre>
<pre><code>## Rows: 1
## Columns: 37
## $ STATE__ <int> 0
## $ BGN_DATE <int> 0
## $ BGN_TIME <int> 0
## $ TIME_ZONE <int> 0
## $ COUNTY <int> 0
## $ COUNTYNAME <int> 1589
## $ STATE <int> 0
## $ EVTYPE <int> 0
## $ BGN_RANGE <int> 0
## $ BGN_AZI <int> 547332
## $ BGN_LOCATI <int> 287743
## $ END_DATE <int> 243411
## $ END_TIME <int> 238978
## $ COUNTY_END <int> 0
## $ COUNTYENDN <int> 902297
## $ END_RANGE <int> 0
## $ END_AZI <int> 724837
## $ END_LOCATI <int> 499225
## $ LENGTH <int> 0
## $ WIDTH <int> 0
## $ F <int> 843563
## $ MAG <int> 0
## $ FATALITIES <int> 0
## $ INJURIES <int> 0
## $ PROPDMG <int> 0
## $ PROPDMGEXP <int> 465934
## $ CROPDMG <int> 0
## $ CROPDMGEXP <int> 618413
## $ WFO <int> 142069
## $ STATEOFFIC <int> 248769
## $ ZONENAMES <int> 594029
## $ LATITUDE <int> 47
## $ LONGITUDE <int> 0
## $ LATITUDE_E <int> 40
## $ LONGITUDE_ <int> 0
## $ REMARKS <int> 287433
## $ REFNUM <int> 0</code></pre>
</div>
<div id="select-only-needed-data-from-the-processed-dataset" class="section level4">
<h4>Select only needed data from the processed dataset</h4>
<pre class="r"><code>filter_data <- storm_data %>%
select(STATE, EVTYPE, FATALITIES, INJURIES, PROPDMG, PROPDMGEXP, CROPDMG, CROPDMGEXP)
glimpse(filter_data)</code></pre>
<pre><code>## Rows: 902,297
## Columns: 8
## $ STATE <fct> AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL…
## $ EVTYPE <fct> TORNADO, TORNADO, TORNADO, TORNADO, TORNADO, TORNADO, TORN…
## $ FATALITIES <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 4, 0, 0, 0, 0…
## $ INJURIES <dbl> 15, 0, 2, 2, 2, 6, 1, 0, 14, 0, 3, 3, 26, 12, 6, 50, 2, 0,…
## $ PROPDMG <dbl> 25.0, 2.5, 25.0, 2.5, 2.5, 2.5, 2.5, 2.5, 25.0, 25.0, 2.5,…
## $ PROPDMGEXP <fct> K, K, K, K, K, K, K, K, K, K, M, M, K, K, K, K, K, K, K, K…
## $ CROPDMG <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ CROPDMGEXP <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…</code></pre>
</div>
<div id="impute-0-to-nas" class="section level4">
<h4>Impute 0 to NAs</h4>
<pre class="r"><code>tidy_storm <- filter_data %>%
replace(is.na(.), "0"
) %>%
mutate(PROPDMGEXP = as.character(PROPDMGEXP),
CROPDMGEXP = as.character(CROPDMGEXP))
glimpse(tidy_storm)</code></pre>
<pre><code>## Rows: 902,297
## Columns: 8
## $ STATE <fct> AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL…
## $ EVTYPE <fct> TORNADO, TORNADO, TORNADO, TORNADO, TORNADO, TORNADO, TORN…
## $ FATALITIES <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 4, 0, 0, 0, 0…
## $ INJURIES <dbl> 15, 0, 2, 2, 2, 6, 1, 0, 14, 0, 3, 3, 26, 12, 6, 50, 2, 0,…
## $ PROPDMG <dbl> 25.0, 2.5, 25.0, 2.5, 2.5, 2.5, 2.5, 2.5, 25.0, 25.0, 2.5,…
## $ PROPDMGEXP <chr> "K", "K", "K", "K", "K", "K", "K", "K", "K", "K", "M", "M"…
## $ CROPDMG <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ CROPDMGEXP <chr> "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0", "0"…</code></pre>
</div>
<div id="find-unique-values-in-prop-and-crop" class="section level4">
<h4>Find unique values in prop and crop</h4>
<pre class="r"><code>unique_prop <- unique(tidy_storm$PROPDMGEXP)
unique_crop <- unique(tidy_storm$CROPDMGEXP)
unique_prop</code></pre>
<pre><code>## [1] "K" "M" "0" "B" "m" "+" "5" "6" "?" "4" "2" "3" "h" "7" "H" "-" "1" "8"</code></pre>
<pre class="r"><code>unique_crop</code></pre>
<pre><code>## [1] "0" "M" "K" "m" "B" "?" "k" "2"</code></pre>
</div>
<div id="create-dictionary-for-the-unique-values" class="section level4">
<h4>Create dictionary for the unique values</h4>
<pre class="r"><code>rep_prop <- c(1e3, 1e6, 0, 1e9, 1e6, 0, 1e5, 1e6, 0, 1e4, 1e2, 1e3, 1e2, 1e7, 1e2, 0, 1e1, 1e8)
rep_crop <- c(0, 1e6, 1e3, 1e6, 1e9, 0, 1e3, 1e2)
prop_dictionary <- cbind(unique_prop, rep_prop)
crop_dictionary <- cbind(unique_crop, rep_crop)
prop_dictionary</code></pre>
<pre><code>## unique_prop rep_prop
## [1,] "K" "1000"
## [2,] "M" "1e+06"
## [3,] "0" "0"
## [4,] "B" "1e+09"
## [5,] "m" "1e+06"
## [6,] "+" "0"
## [7,] "5" "1e+05"
## [8,] "6" "1e+06"
## [9,] "?" "0"
## [10,] "4" "10000"
## [11,] "2" "100"
## [12,] "3" "1000"
## [13,] "h" "100"
## [14,] "7" "1e+07"
## [15,] "H" "100"
## [16,] "-" "0"
## [17,] "1" "10"
## [18,] "8" "1e+08"</code></pre>
<pre class="r"><code>crop_dictionary</code></pre>
<pre><code>## unique_crop rep_crop
## [1,] "0" "0"
## [2,] "M" "1e+06"
## [3,] "K" "1000"
## [4,] "m" "1e+06"
## [5,] "B" "1e+09"
## [6,] "?" "0"
## [7,] "k" "1000"
## [8,] "2" "100"</code></pre>
</div>
<div id="remap-values-back-into-the-tidy-data-set-using-plyr" class="section level4">
<h4>Remap values back into the tidy data set using plyr</h4>
<pre class="r"><code>tidy_storm$PROPDMGEXP <- plyr::mapvalues(tidy_storm$PROPDMGEXP, from = unique_prop, to = rep_prop)
tidy_storm$CROPDMGEXP <- plyr::mapvalues(tidy_storm$CROPDMGEXP, from = unique_crop, to = rep_crop)
tidy_storm <- tidy_storm %>%
mutate(PROPDMGEXP = as.double(PROPDMGEXP),
CROPDMGEXP = as.double(CROPDMGEXP))
glimpse(tidy_storm)</code></pre>
<pre><code>## Rows: 902,297
## Columns: 8
## $ STATE <fct> AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL, AL…
## $ EVTYPE <fct> TORNADO, TORNADO, TORNADO, TORNADO, TORNADO, TORNADO, TORN…
## $ FATALITIES <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 4, 0, 0, 0, 0…
## $ INJURIES <dbl> 15, 0, 2, 2, 2, 6, 1, 0, 14, 0, 3, 3, 26, 12, 6, 50, 2, 0,…
## $ PROPDMG <dbl> 25.0, 2.5, 25.0, 2.5, 2.5, 2.5, 2.5, 2.5, 25.0, 25.0, 2.5,…
## $ PROPDMGEXP <dbl> 1e+03, 1e+03, 1e+03, 1e+03, 1e+03, 1e+03, 1e+03, 1e+03, 1e…
## $ CROPDMG <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
## $ CROPDMGEXP <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…</code></pre>
</div>
</div>
</div>
<div id="questions" class="section level2">
<h2>Questions</h2>
<div id="across-the-united-states-which-types-of-events-as-indicated-in-the-evtype-variable-are-most-harmful-with-respect-to-population-health" class="section level3">
<h3>1. Across the United States, which types of events (as indicated in the EVTYPE variable are most harmful with respect to population health?</h3>
<div id="rank-fatalities-and-injuries-according-to-evtype" class="section level4">
<h4>Rank fatalities and injuries according to EVTYPE</h4>
<pre class="r"><code>sum_events_global <- tidy_storm %>%
select(-STATE) %>%
group_by(EVTYPE) %>%
summarize_all(
list(sum)
)
sum_fatalities_global <- sum_events_global %>%
select(EVTYPE, FATALITIES) %>%
arrange(desc(FATALITIES))
sum_fatalities_top10 <- slice(sum_fatalities_global, 1:10)
sum_injuries_global <- sum_events_global %>%
select(EVTYPE, INJURIES) %>%
arrange(desc(INJURIES))
sum_injuries_top10 <- slice(sum_injuries_global, 1:10)</code></pre>
</div>
<div id="plot-results" class="section level4">
<h4>Plot results</h4>
<pre class="r"><code>plot1 <- ggplot(sum_fatalities_top10, aes(reorder(EVTYPE, -FATALITIES), FATALITIES, group = EVTYPE, alpha = EVTYPE)) +
geom_bar(stat = "identity") +
theme_minimal() +
theme(
axis.text.x = element_text(angle = 90),
legend.position = "none"
) +
labs(
title = "Major Causes of Fatality",
x = "",
y = "Fatalities"
)
plot2 <- ggplot(sum_injuries_top10, aes(reorder(EVTYPE, -INJURIES), INJURIES, group = EVTYPE, alpha = EVTYPE, fill = "red")) +
geom_bar(stat = "identity") +
theme_minimal() +
theme(
axis.text.x = element_text(angle = 90),
legend.position = "none"
) +
labs(
title = "Major Causes of Injuries",
x = "",
y = "Injuries"
)
plot_grid(plot1, plot2)</code></pre>
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" width="672" /></p>
</div>
</div>
<div id="across-the-united-states-which-types-of-events-have-the-greatest-economic-consequences" class="section level3">
<h3>2. Across the United States, which types of events have the greatest economic consequences?</h3>
</div>
<div id="prepare-vars-for-measured-and-expected-damage" class="section level3">
<h3>Prepare vars for measured and expected damage</h3>
<pre class="r"><code># Measured damage
propdmg_global <- sum_events_global %>%
select(EVTYPE, PROPDMG) %>%
arrange(desc(PROPDMG))
propdmg_top10 <- slice(propdmg_global, 1:10)
cropdmg_global <- sum_events_global %>%
select(EVTYPE, CROPDMG) %>%
arrange(desc(CROPDMG))
cropdmg_top10 <- slice(cropdmg_global, 1:10)
# Expected damage
exp_propdmg_global <- sum_events_global %>%
select(EVTYPE, PROPDMGEXP) %>%
arrange(desc(PROPDMGEXP))
exp_propdmg_top10 <- slice(exp_propdmg_global, 1:10)
exp_cropdmg_global <- sum_events_global %>%
select(EVTYPE, CROPDMGEXP) %>%
arrange(desc(CROPDMGEXP))
exp_cropdmg_top10 <- slice(exp_cropdmg_global, 1:10)</code></pre>
<div id="plot-the-results" class="section level4">
<h4>Plot the results</h4>
<pre class="r"><code>plot3 <- ggplot(propdmg_top10, aes(reorder(EVTYPE, -PROPDMG), PROPDMG, group = EVTYPE, alpha = EVTYPE)) +
geom_bar(stat = "identity", fill = "rosybrown") +
theme_minimal() +
theme(
axis.text.x = element_text(angle = 90),
legend.position = "none"
) +
labs(
title = "Major Causes of Prop Damage",
x = "",
y = "Gross cost ($)"
)
plot4 <- ggplot(cropdmg_top10, aes(reorder(EVTYPE, -CROPDMG), CROPDMG, group = EVTYPE, alpha = EVTYPE)) +
geom_bar(stat = "identity", fill = "navyblue") +
theme_minimal() +
theme(
axis.text.x = element_text(angle = 90),
legend.position = "none"
) +
labs(
title = "Major Causes of Crop Damage",
x = "",
y = "Gross cost ($)"
)
plot_grid(plot3, plot4)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<pre class="r"><code>plot5 <- ggplot(exp_propdmg_top10, aes(reorder(EVTYPE, -PROPDMGEXP), PROPDMGEXP, group = EVTYPE, alpha = EVTYPE)) +
geom_bar(stat = "identity", fill = "firebrick") +
theme_minimal() +
theme(
axis.text.x = element_text(angle = 90),
legend.position = "none"
) +
labs(
title = "Expected Causes of Prop Damage",
x = "",
y = "Gross cost ($)"
)
plot6 <- ggplot(exp_cropdmg_top10, aes(reorder(EVTYPE, -CROPDMGEXP), CROPDMGEXP, group = EVTYPE, alpha = EVTYPE)) +
geom_bar(stat = "identity", fill = "slateblue3") +
theme_minimal() +
theme(
axis.text.x = element_text(angle = 90),
legend.position = "none"
) +
labs(
title = "Expected Causes of Crop Damage",
x = "",
y = "Gross cost ($)"
)
plot_grid(plot5, plot6, align = "hv")</code></pre>
<p><img 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" width="672" /></p>
</div>
</div>
</div>
<div id="results" class="section level2">
<h2>Results</h2>
<p>The extreme events that took most lives and caused most injuries in the United States are tornado, heat, and flash flood with tornado being about 2/3 of the total reported cases.</p>
<p>The events that had the most economic damage in the US are hurricanes, tornadoes, flood and drought.</p>
</div>
</div>
<script>
// add bootstrap table styles to pandoc tables
function bootstrapStylePandocTables() {
$('tr.header').parent('thead').parent('table').addClass('table table-condensed');
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