pygaR: Example for pygar_search() Function
Load Libraries
library(pygaR)
library(ggplot2)
library(maps)
Setup Default ggplot2 Theme
d <- theme_bw()
d <- d + theme(
axis.text.x = element_text(angle=90, size=15),
axis.title = element_text(size=20),
plot.title = element_text(size=30)
)
def_theme <- d
theme_plot <- function(g){
g <- g + theme_bw() + theme(
panel.grid=element_blank(),
axis.text=element_blank(), axis.ticks=element_blank()
) + xlab("") + ylab("")
g
}
Load States Info/Map
states <- read.csv("states.csv")
states_map <- map_data("state")
Data Analysis
Search Body
Search Header Information
hdrinfo2016 <- pygaR::pygar_search(
startqtr=201601, endqtr=201604, form="10-K", header=TRUE,
query=list(
Filer=list(
Company.Data=list(
State.Of.Incorporation='State.Of.Incorporation',
Standard.Industrial.Classification=
'Standard.Industrial.Classification'
),
Business.Address=list(
State='State'
)
)
)
)
hdrinfo2016 <- hdrinfo2016[!is.na(match(hdrinfo2016$State, states$Code)),]
hdrinfo2016 <- hdrinfo2016[
!is.na(match(hdrinfo2016$State.Of.Incorporation, states$Code)),
]
hdrinfo2016 <- hdrinfo2016[!duplicated(hdrinfo2016$CIK),]
Aggregate Industrial Classifications
data_industry <- aggregate(CIK ~ Standard.Industrial.Classification,
data=hdrinfo2016, FUN=unique
)
data_industry$CIK <- as.integer(as.vector(unlist(
lapply(data_industry$CIK, FUN=length)
)))
names(data_industry) <- c("Industrial.Classification", "CIK")
data_industry$Industrial.Classification <-
sub("^(.*) \\[[0-9]+\\]$", "\\1", data_industry$Industrial.Classification)
data_industry$CIK <- as.integer(data_industry$CIK)
Graph Industrial Classifications
g <- ggplot(data_industry, aes(x=Industrial.Classification, y=CIK))
g <- g + geom_bar(stat="identity")
g <- g + def_theme
g
![plot of chunk graph_industry](data:image/png;base64,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)
Get Top 10%
data_industry_top <- data_industry[order(-data_industry$CIK),]
bottom_value <- data_industry_top$CIK[
length(data_industry_top$CIK) * 0.1
]
data_industry_top <- data_industry_top[
data_industry_top$CIK > bottom_value,
]
Graph Top 10% Industrial Classifications
g <- ggplot(data_industry_top, aes(x=Industrial.Classification, y=CIK))
g <- g + geom_bar(stat="identity")
g <- g + theme(axis.text.x = element_text(angle=90, size=12))
g <- g + ggtitle('Top 10% Industrial Classifications')
g
![plot of chunk 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)
Aggregate State of Business Address
data_hq_state <- aggregate(CIK ~ State, data=hdrinfo2016, FUN=unique)
data_hq_state$CIK <- as.integer(as.vector(unlist(
lapply(data_hq_state$CIK, FUN=length)
)))
names(data_hq_state) <- c("Code", "Count")
data_hq_state$state <- factor(data_hq_state$Code)
data_hq_state$Count <- as.integer(data_hq_state$Count)
data_hq_state <- merge(data_hq_state, states)
data_hq_state$state <- tolower(data_hq_state$Name)
data_hq_state$Name <- NULL
data_hq_state$Code <- NULL
data_hq_state
## Count state
## 1 5 alaska
## 2 28 alabama
## 3 31 arkansas
## 4 100 arizona
## 5 1008 california
## 6 192 colorado
## 7 117 connecticut
## 8 19 district of columbia
## 9 55 delaware
## 10 318 florida
## 11 122 georgia
## 12 18 hawaii
## 13 34 iowa
## 14 18 idaho
## 15 230 illinois
## 16 69 indiana
## 17 32 kansas
## 18 35 kentucky
## 19 31 louisiana
## 20 325 massachusetts
## 21 99 maryland
## 22 7 maine
## 23 89 michigan
## 24 110 minnesota
## 25 72 missouri
## 26 11 mississippi
## 27 8 montana
## 28 139 north carolina
## 29 7 north dakota
## 30 27 nebraska
## 31 10 new hampshire
## 32 233 new jersey
## 33 7 new mexico
## 34 173 nevada
## 35 716 new york
## 36 169 ohio
## 37 48 oklahoma
## 38 42 oregon
## 39 231 pennsylvania
## 40 15 rhode island
## 41 27 south carolina
## 42 15 south dakota
## 43 83 tennessee
## 44 565 texas
## 45 84 utah
## 46 156 virginia
## 47 6 vermont
## 48 101 washington
## 49 70 wisconsin
## 50 13 west virginia
## 51 2 wyoming
g <- ggplot(data_hq_state, aes(map_id=state))
g <- g + geom_map(aes(fill=Count), map=states_map)
g <- g + expand_limits(x=states_map$long, y=states_map$lat)
g <- g + ggtitle('2016 Form 10-K Data Business Address State Frequency')
theme_plot(g)
![plot of chunk graph_hq_state](data:image/png;base64,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)
Aggregate State of Incorporation
data_inc_state <- aggregate(
CIK ~ State.Of.Incorporation,
data=hdrinfo2016, FUN=unique
)
data_inc_state$CIK <- as.integer(as.vector(unlist(
lapply(data_inc_state$CIK, FUN=length)
)))
names(data_inc_state) <- c("Code", "Count")
data_inc_state$state <- factor(data_inc_state$Code)
data_inc_state$Count <- as.integer(data_inc_state$Count)
data_inc_state <- merge(data_inc_state, states)
data_inc_state$state <- tolower(data_inc_state$Name)
data_inc_state$Name <- NULL
data_inc_state$Code <- NULL
data_inc_state
## Count state
## 1 5 alaska
## 2 8 alabama
## 3 14 arkansas
## 4 10 arizona
## 5 140 california
## 6 77 colorado
## 7 22 connecticut
## 8 4 district of columbia
## 9 3338 delaware
## 10 137 florida
## 11 44 georgia
## 12 6 hawaii
## 13 20 iowa
## 14 6 idaho
## 15 18 illinois
## 16 58 indiana
## 17 5 kansas
## 18 16 kentucky
## 19 17 louisiana
## 20 44 massachusetts
## 21 360 maryland
## 22 5 maine
## 23 40 michigan
## 24 70 minnesota
## 25 30 missouri
## 26 8 mississippi
## 27 3 montana
## 28 64 north carolina
## 29 5 north dakota
## 30 5 nebraska
## 31 1 new hampshire
## 32 53 new jersey
## 33 5 new mexico
## 34 740 nevada
## 35 135 new york
## 36 89 ohio
## 37 20 oklahoma
## 38 29 oregon
## 39 107 pennsylvania
## 40 5 rhode island
## 41 16 south carolina
## 42 6 south dakota
## 43 22 tennessee
## 44 86 texas
## 45 35 utah
## 46 82 virginia
## 47 2 vermont
## 48 47 washington
## 49 42 wisconsin
## 50 8 west virginia
## 51 13 wyoming
Graph State of Incorporation
g <- ggplot(data_inc_state, aes(map_id=state))
g <- g + geom_map(aes(fill=Count), map=states_map)
g <- g + expand_limits(x=states_map$long, y=states_map$lat)
g <- g + ggtitle('2016 Form 10-K Data Business Address State Frequency')
theme_plot(g)
![plot of chunk graph_inc_state](data:image/png;base64,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)
Graph States of Incorporation
cap <- function(val){
paste(
toupper(substring(val,1,1)),
substring(val,2),
collapse="", sep=""
)
}
names(data_inc_state) <- c("Count", "State")
data_inc_state$State <- as.vector(sapply(data_inc_state$State, cap))
g <- ggplot(data_inc_state, aes(x=State, y=Count))
g <- g + geom_bar(stat="identity")
g <- g + def_theme
g <- g + ggtitle('States of Incorporation')
g
![plot of chunk graph_states_inc](data:image/png;base64,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)