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packages <- #need all of these installed including some from github | |
c( | |
'dplyr', | |
'magrittr', | |
'jsonlite', | |
'tidyr', | |
'stringr', | |
'tidyr' | |
) | |
options(warn = -1) | |
lapply(packages, library, character.only = T) | |
#test <- get_nba_franchise_data(return_franchises = 'current') | |
get_nba_franchise_data <- function(return_franchises = c('all', 'active', 'current'), | |
return_message = T){ | |
team_history_url <- | |
'http://stats.nba.com/stats/franchisehistory?LeagueID=00' | |
team_data <- | |
team_history_url %>% | |
fromJSON(simplifyDataFrame = T, flatten = ) | |
names_active <- | |
team_data$resultSets$headers[1] %>% | |
unlist %>% | |
str_to_lower | |
names_defunct <- | |
team_data$resultSets$headers[2] %>% | |
unlist %>% | |
str_to_lower | |
active_data <- | |
team_data$resultSets$rowSet[1] %>% | |
data.frame %>% | |
tbl_df() | |
names(active_data) <- | |
names_active | |
active_data %<>% | |
mutate(is.active = T) | |
defunct_data <- | |
team_data$resultSets$rowSet[2] %>% | |
data.frame %>% | |
tbl_df() | |
names(defunct_data) <- | |
names_defunct | |
defunct_data %<>% | |
mutate(is.active = F) | |
data <- | |
active_data %>% | |
bind_rows(defunct_data) | |
num_cols <- | |
data %>% | |
select(-c(contains("team")), -is.active) %>% | |
names | |
data %<>% | |
mutate_each_(funs(as.numeric), vars = num_cols) | |
if(return_franchises == 'current') { | |
data %<>% | |
mutate(id.row = 1:nrow(.)) %>% | |
group_by(team_id) %>% | |
dplyr::filter(id.row == min(id.row), is.active == T) %>% | |
select(-id.row) | |
} | |
if (return_franchises == 'active') { | |
data %<>% | |
dplyr::filter( is.active == T) | |
} | |
if(return_message == T){ | |
"You got NBA franchise data" %>% | |
message | |
} | |
return(data) | |
} |
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