## ----setup, include = FALSE--------------------------------------------------- knitr::opts_chunk$set( collapse = FALSE, comment = "", message = FALSE ) ## ----echo = FALSE------------------------------------------------------------- tibble::tribble( ~id, ~wave, ~Q1, ~Q2, "1", 1, 1, 5, "1", 2, 1.5, 7.5, "1", 3, 2, 10, "2", 1, 5, 14, "2", 2, 4, 10.5, "2", 3, 3, 7, "3", 1, 15, 8, "3", 2, 12, 12, "3", 3, 9, 16 ) ## ----echo = FALSE, message = FALSE-------------------------------------------- library(panelr) wide <- widen_panel(panel_data(tibble::tribble( ~id, ~wave, ~Q1, ~Q2, "1", 1, 1, 5, "1", 2, 1.5, 7.5, "1", 3, 2, 10, "2", 1, 5, 14, "2", 2, 4, 10.5, "2", 3, 3, 7, "3", 1, 15, 8, "3", 2, 12, 12, "3", 3, 9, 16 )), separator = "_W") (wide <- wide[c("id", "Q1_W1", "Q1_W2", "Q1_W3", "Q2_W1", "Q2_W2", "Q2_W3")]) ## ----echo = FALSE------------------------------------------------------------- wide ## ----------------------------------------------------------------------------- long_panel(wide, prefix = "_W", begin = 1, end = 3, label_location = "end") ## ----------------------------------------------------------------------------- reshape(as.data.frame(wide), sep = "_W", times = c(1, 2, 3), direction = "long", varying = c("Q1_W1", "Q1_W2", "Q1_W3", "Q2_W1", "Q2_W2", "Q2_W3")) ## ----echo = FALSE------------------------------------------------------------- (wide <- tibble::tribble( ~WA_Q1, ~WB_Q1, ~WC_Q1, ~WA_Q2, ~WC_Q2, 1, 1.5, 2, 5, 10, 5, 4, 3, 14, 7, 15, 12, 9, 8, 16 )) ## ----------------------------------------------------------------------------- long_panel(wide, prefix = "W", suffix = "_", label_location = "beginning", begin = "A", end = "C") ## ----echo = FALSE------------------------------------------------------------- (wide <- tibble::tribble( ~id, ~Q1_W1, ~Q1_W2, ~Q1_W3, ~race_W1, 1, 1, 1.5, 2, "white", 2, 4, 3, 2, "black", 3, 15, 12, 9, "white", )) ## ----echo = FALSE------------------------------------------------------------- tibble::tribble( ~id, ~wave, ~race, ~Q1, 1, 1, "white", 1, 1, 2, NA, 1.5, 1, 3, NA, 2, 2, 1, "black", 4, 2, 2, NA, 3, 2, 3, NA, 2, 3, 1, "white", 15, 3, 2, NA, 12, 3, 3, NA, 9 ) ## ----------------------------------------------------------------------------- long_panel(wide, prefix = "_W", label_location = "end", begin = 1, end = 3) ## ----echo = FALSE------------------------------------------------------------- (wide <- tibble::tribble( ~CaseID, ~Consent, ~A1, ~B1, ~C1, 1, TRUE, 5, 4, 3, 2, TRUE, 6, 7, 8, 3, TRUE, 10, 8, 6 )) ## ----------------------------------------------------------------------------- long_panel(wide, begin = "A", end = "C", label_location = "beginning", id = "CaseID") ## ----------------------------------------------------------------------------- long_panel(wide, begin = "A", end = "C", label_location = "beginning", id = "CaseID", match = "\\d+.*") ## ----echo = FALSE------------------------------------------------------------- (long_data <- panel_data(tibble::tribble( ~person, ~time, ~Q1, ~Q2, ~race, "1", 1, 1, 5, "white", "1", 2, 1.5, 7.5, "white", "1", 3, 2, 10, "white", "2", 1, 5, 14, "black", "2", 2, 4,10.5, "black", "2", 3, 3, 7, "black", "3", 1, 15, 8, "white", "3", 2, 12, 12, "white", "3", 3, 9, 16, "white" ), id = person, wave = time)) ## ----------------------------------------------------------------------------- widen_panel(long_data, separator = "_")