## ----message=FALSE, warning=FALSE--------------------------------------------- library(tibbletime) library(dplyr) # Facebook stock prices. data(FB) # Convert FB to tbl_time FB <- as_tbl_time(FB, index = date) # FANG stock prices data(FANG) # Convert FANG to tbl_time and group FANG <- as_tbl_time(FANG, index = date) %>% group_by(symbol) ## ----------------------------------------------------------------------------- filter(FB, date >= as.Date("2013-01-01"), date <= as.Date("2013-12-31")) ## ----------------------------------------------------------------------------- filter_time(FB, time_formula = '2013-01-01' ~ '2013-12-31') ## ----------------------------------------------------------------------------- filter_time(FB, '2013' ~ '2013') ## ----------------------------------------------------------------------------- filter_time(FB, ~'2013') ## ----------------------------------------------------------------------------- filter_time(FB, ~'2015-03') # In dplyr it looks like this # (and you have to think, does March have 30 or 31 days?) # filter(FB, date >= as.Date("2015-03-01"), date <= as.Date("2015-03-31")) ## ----------------------------------------------------------------------------- filter_time(FB, 'start' ~ '2015') ## ----------------------------------------------------------------------------- FANG %>% filter_time('2013-01-01' ~ '2013-01-04') ## ----------------------------------------------------------------------------- # Dummy example. Every second in a day example <- create_series(~'2013-01-01', period = 's') # The first 2 minutes of the day example %>% filter_time('2013-01-01' ~ '2013-01-01 00:02') # 3 specific hours of the day # Equivalent to: # '2013-01-01 + 03:00:00' ~ '2013-01-01 + 06:59:59' example %>% filter_time('2013-01-01 3' ~ '2013-01-01 6') ## ----------------------------------------------------------------------------- FB[~'2013'] ## ----------------------------------------------------------------------------- FB['2013'~'2014-02', c(1,2,3)] ## ----------------------------------------------------------------------------- date_var <- as.Date("2014-01-01") filter_time(FB, 'start' ~ date_var) date_char <- "2014-02" filter_time(FB, ~ date_char)