#useing the clean dataset w/ labels
PASAbstractClean_labels <- read_csv("PASAbstractClean_labels.csv")
## New names:
## Rows: 10169 Columns: 18
## ── Column specification
## ──────────────────────────────────────────────────────── Delimiter: "," chr
## (14): year, month, day, childgender, caregivergender, childrace, caregiv... dbl
## (4): ...1, record_id, project, phase
## ℹ Use `spec()` to retrieve the full column specification for this data. ℹ
## Specify the column types or set `show_col_types = FALSE` to quiet this message.
## • `` -> `...1`
data<-PASAbstractClean_labels
Patient Gender
table.pgen <- table(data$childgender,data$phase)
kbl(table.pgen) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| Female; Woman; Girl | 4366 | 498 |
| Male; Man; Boy | 4697 | 453 |
| Nonbinary | 4 | 22 |
| Not Reported | 118 | 6 |
| Prefer Not to Respond | 1 | 4 |
Caregiver Gender
table.cgen <- table(data$caregivergender,data$phase)
kbl(table.cgen) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| Female; Woman; Girl | 6914 | 410 |
| Male; Man; Boy | 1892 | 112 |
| Nonbinary | 12 | 2 |
| Not Reported | 366 | 458 |
| Prefer Not to Respond | 2 | 1 |
Patient Age
table.page <- table(data$childage,data$phase)
kbl(table.page) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| 13-17 years | 2235 | 298 |
| 18+ | 216 | 21 |
| 2-4 years | 1458 | 142 |
| 5-12 years | 2891 | 314 |
| less than 2 years | 2268 | 175 |
| Not Reported | 118 | 33 |
Caregiver Age
table.cage <- table(data$caregiverage,data$phase)
kbl(table.cage) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| 11 | 0 | 1 |
| 18-24 years | 424 | 39 |
| 25-34 years | 2753 | 241 |
| 35-44 years | 3735 | 390 |
| 45-54 years | 1694 | 176 |
| 55-64 years | 247 | 33 |
| 65-74 years | 30 | 3 |
| 75+ | 3 | 1 |
| Not Reported | 300 | 99 |
Education
table.edu <- table(data$education2,data$phase)
kbl(table.edu) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| 4 year college graduate | 2118 | 188 |
| 8 grade or less | 253 | 67 |
| High School grad or GED | 1457 | 213 |
| More than 4 year college Degree | 1795 | 187 |
| Not Reported | 101 | 39 |
| Prefer not to answer this question | 0 | 4 |
| Some college or 2 year degree | 2990 | 227 |
| Some High School but did not graduate | 472 | 58 |
Income
table.income <- table(data$income2,data$phase)
kbl(table.income) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| $0-$2,500 | 51 | 36 |
| $2,500-$5,000 | 24 | 23 |
| $5,000-$7,500 | 30 | 30 |
| $7,500+ | 35 | 36 |
| I don’t know | 20 | 38 |
| Not Reported | 9013 | 793 |
| Prefer not to answer | 13 | 27 |
Language
table.lang <- table(data$langofcare,data$phase)
kbl(table.lang) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| Arabic | 29 | 27 |
| Chinese | 12 | 13 |
| English | 8626 | 746 |
| Language not listed | 0 | 8 |
| Russian | 5 | 2 |
| Somali | 6 | 14 |
| Spanish | 493 | 163 |
| Vietnamese | 15 | 10 |
Legal
table.legal <- table(data$legal2,data$phase)
kbl(table.legal) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| No | 88 | 18 |
| Not Reported | 684 | 250 |
| Yes | 8414 | 715 |
Caregiver Relation
table.relation <- table(data$caregivertype,data$phase)
kbl(table.relation) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| Aunt or Uncle | 16 | 4 |
| Father | 1851 | 168 |
| Grandfather | 5 | 0 |
| Grandmother | 50 | 7 |
| Mother | 6936 | 700 |
| Not Reported | 259 | 94 |
| Older brother or sister | 7 | 3 |
| Other | 35 | 4 |
| Stepfather | 13 | 2 |
| Stepmother | 14 | 1 |
Patient Race
table.prace <- table(data$childrace,data$phase)
kbl(table.prace) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| American Indian or Alaskan native | 152 | 23 |
| Asian | 652 | 103 |
| Black or African American | 347 | 96 |
| Latino or Hispanic | 931 | 193 |
| Native Hawaiian or other Pacific Islander | 115 | 59 |
| Not Reported | 317 | 94 |
| Other or Multiracial | 1935 | 218 |
| White | 4737 | 197 |
Caregiver Race
table.crace <- table(data$caregiverrace,data$phase)
kbl(table.crace) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| 1 | 2 | |
|---|---|---|
| American Indian or Alaskan native | 163 | 24 |
| Asian | 697 | 127 |
| Black or African American | 364 | 82 |
| Latino or Hispanic | 1181 | 241 |
| Native Hawaiian or other Pacific Islander | 145 | 21 |
| Not Reported | 151 | 70 |
| Other or Multiracial | 778 | 119 |
| White | 5707 | 299 |
Phase
table.phase <- table(data$phase)
kbl(table.phase) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| Var1 | Freq |
|---|---|
| 1 | 9186 |
| 2 | 983 |
test
table.double <- table(data$caregiverrace,data$project,data$phase)
kbl(table.double) %>%
kable_paper(bootstrap_options = "striped", full_width = F)
| Var1 | Var2 | Var3 | Freq |
|---|---|---|---|
| American Indian or Alaskan native | 1 | 1 | 1 |
| Asian | 1 | 1 | 8 |
| Black or African American | 1 | 1 | 12 |
| Latino or Hispanic | 1 | 1 | 18 |
| Native Hawaiian or other Pacific Islander | 1 | 1 | 0 |
| Not Reported | 1 | 1 | 4 |
| Other or Multiracial | 1 | 1 | 5 |
| White | 1 | 1 | 15 |
| American Indian or Alaskan native | 2 | 1 | 0 |
| Asian | 2 | 1 | 7 |
| Black or African American | 2 | 1 | 9 |
| Latino or Hispanic | 2 | 1 | 9 |
| Native Hawaiian or other Pacific Islander | 2 | 1 | 0 |
| Not Reported | 2 | 1 | 1 |
| Other or Multiracial | 2 | 1 | 18 |
| White | 2 | 1 | 11 |
| American Indian or Alaskan native | 3 | 1 | 0 |
| Asian | 3 | 1 | 0 |
| Black or African American | 3 | 1 | 0 |
| Latino or Hispanic | 3 | 1 | 0 |
| Native Hawaiian or other Pacific Islander | 3 | 1 | 0 |
| Not Reported | 3 | 1 | 0 |
| Other or Multiracial | 3 | 1 | 0 |
| White | 3 | 1 | 0 |
| American Indian or Alaskan native | 4 | 1 | 2 |
| Asian | 4 | 1 | 2 |
| Black or African American | 4 | 1 | 1 |
| Latino or Hispanic | 4 | 1 | 5 |
| Native Hawaiian or other Pacific Islander | 4 | 1 | 2 |
| Not Reported | 4 | 1 | 1 |
| Other or Multiracial | 4 | 1 | 11 |
| White | 4 | 1 | 38 |
| American Indian or Alaskan native | 5 | 1 | 0 |
| Asian | 5 | 1 | 0 |
| Black or African American | 5 | 1 | 0 |
| Latino or Hispanic | 5 | 1 | 0 |
| Native Hawaiian or other Pacific Islander | 5 | 1 | 0 |
| Not Reported | 5 | 1 | 0 |
| Other or Multiracial | 5 | 1 | 0 |
| White | 5 | 1 | 0 |
| American Indian or Alaskan native | 6 | 1 | 0 |
| Asian | 6 | 1 | 0 |
| Black or African American | 6 | 1 | 0 |
| Latino or Hispanic | 6 | 1 | 0 |
| Native Hawaiian or other Pacific Islander | 6 | 1 | 0 |
| Not Reported | 6 | 1 | 0 |
| Other or Multiracial | 6 | 1 | 0 |
| White | 6 | 1 | 0 |
| American Indian or Alaskan native | 7 | 1 | 0 |
| Asian | 7 | 1 | 0 |
| Black or African American | 7 | 1 | 0 |
| Latino or Hispanic | 7 | 1 | 0 |
| Native Hawaiian or other Pacific Islander | 7 | 1 | 0 |
| Not Reported | 7 | 1 | 0 |
| Other or Multiracial | 7 | 1 | 0 |
| White | 7 | 1 | 0 |
| American Indian or Alaskan native | 8 | 1 | 0 |
| Asian | 8 | 1 | 0 |
| Black or African American | 8 | 1 | 0 |
| Latino or Hispanic | 8 | 1 | 0 |
| Native Hawaiian or other Pacific Islander | 8 | 1 | 0 |
| Not Reported | 8 | 1 | 0 |
| Other or Multiracial | 8 | 1 | 0 |
| White | 8 | 1 | 0 |
| American Indian or Alaskan native | 9 | 1 | 65 |
| Asian | 9 | 1 | 325 |
| Black or African American | 9 | 1 | 140 |
| Latino or Hispanic | 9 | 1 | 306 |
| Native Hawaiian or other Pacific Islander | 9 | 1 | 57 |
| Not Reported | 9 | 1 | 43 |
| Other or Multiracial | 9 | 1 | 324 |
| White | 9 | 1 | 2421 |
| American Indian or Alaskan native | 10 | 1 | 0 |
| Asian | 10 | 1 | 0 |
| Black or African American | 10 | 1 | 0 |
| Latino or Hispanic | 10 | 1 | 151 |
| Native Hawaiian or other Pacific Islander | 10 | 1 | 0 |
| Not Reported | 10 | 1 | 3 |
| Other or Multiracial | 10 | 1 | 3 |
| White | 10 | 1 | 0 |
| American Indian or Alaskan native | 11 | 1 | 0 |
| Asian | 11 | 1 | 0 |
| Black or African American | 11 | 1 | 0 |
| Latino or Hispanic | 11 | 1 | 0 |
| Native Hawaiian or other Pacific Islander | 11 | 1 | 0 |
| Not Reported | 11 | 1 | 0 |
| Other or Multiracial | 11 | 1 | 0 |
| White | 11 | 1 | 0 |
| American Indian or Alaskan native | 12 | 1 | 95 |
| Asian | 12 | 1 | 355 |
| Black or African American | 12 | 1 | 202 |
| Latino or Hispanic | 12 | 1 | 692 |
| Native Hawaiian or other Pacific Islander | 12 | 1 | 86 |
| Not Reported | 12 | 1 | 99 |
| Other or Multiracial | 12 | 1 | 417 |
| White | 12 | 1 | 3222 |
| American Indian or Alaskan native | 1 | 2 | 0 |
| Asian | 1 | 2 | 0 |
| Black or African American | 1 | 2 | 0 |
| Latino or Hispanic | 1 | 2 | 0 |
| Native Hawaiian or other Pacific Islander | 1 | 2 | 0 |
| Not Reported | 1 | 2 | 0 |
| Other or Multiracial | 1 | 2 | 0 |
| White | 1 | 2 | 0 |
| American Indian or Alaskan native | 2 | 2 | 0 |
| Asian | 2 | 2 | 0 |
| Black or African American | 2 | 2 | 0 |
| Latino or Hispanic | 2 | 2 | 0 |
| Native Hawaiian or other Pacific Islander | 2 | 2 | 0 |
| Not Reported | 2 | 2 | 0 |
| Other or Multiracial | 2 | 2 | 0 |
| White | 2 | 2 | 0 |
| American Indian or Alaskan native | 3 | 2 | 0 |
| Asian | 3 | 2 | 0 |
| Black or African American | 3 | 2 | 1 |
| Latino or Hispanic | 3 | 2 | 3 |
| Native Hawaiian or other Pacific Islander | 3 | 2 | 0 |
| Not Reported | 3 | 2 | 1 |
| Other or Multiracial | 3 | 2 | 0 |
| White | 3 | 2 | 1 |
| American Indian or Alaskan native | 4 | 2 | 0 |
| Asian | 4 | 2 | 0 |
| Black or African American | 4 | 2 | 0 |
| Latino or Hispanic | 4 | 2 | 0 |
| Native Hawaiian or other Pacific Islander | 4 | 2 | 0 |
| Not Reported | 4 | 2 | 0 |
| Other or Multiracial | 4 | 2 | 0 |
| White | 4 | 2 | 0 |
| American Indian or Alaskan native | 5 | 2 | 6 |
| Asian | 5 | 2 | 20 |
| Black or African American | 5 | 2 | 11 |
| Latino or Hispanic | 5 | 2 | 17 |
| Native Hawaiian or other Pacific Islander | 5 | 2 | 1 |
| Not Reported | 5 | 2 | 2 |
| Other or Multiracial | 5 | 2 | 22 |
| White | 5 | 2 | 33 |
| American Indian or Alaskan native | 6 | 2 | 0 |
| Asian | 6 | 2 | 1 |
| Black or African American | 6 | 2 | 0 |
| Latino or Hispanic | 6 | 2 | 25 |
| Native Hawaiian or other Pacific Islander | 6 | 2 | 0 |
| Not Reported | 6 | 2 | 0 |
| Other or Multiracial | 6 | 2 | 0 |
| White | 6 | 2 | 0 |
| American Indian or Alaskan native | 7 | 2 | 1 |
| Asian | 7 | 2 | 1 |
| Black or African American | 7 | 2 | 2 |
| Latino or Hispanic | 7 | 2 | 3 |
| Native Hawaiian or other Pacific Islander | 7 | 2 | 0 |
| Not Reported | 7 | 2 | 4 |
| Other or Multiracial | 7 | 2 | 2 |
| White | 7 | 2 | 16 |
| American Indian or Alaskan native | 8 | 2 | 0 |
| Asian | 8 | 2 | 0 |
| Black or African American | 8 | 2 | 0 |
| Latino or Hispanic | 8 | 2 | 0 |
| Native Hawaiian or other Pacific Islander | 8 | 2 | 0 |
| Not Reported | 8 | 2 | 61 |
| Other or Multiracial | 8 | 2 | 0 |
| White | 8 | 2 | 0 |
| American Indian or Alaskan native | 9 | 2 | 0 |
| Asian | 9 | 2 | 0 |
| Black or African American | 9 | 2 | 0 |
| Latino or Hispanic | 9 | 2 | 0 |
| Native Hawaiian or other Pacific Islander | 9 | 2 | 0 |
| Not Reported | 9 | 2 | 0 |
| Other or Multiracial | 9 | 2 | 0 |
| White | 9 | 2 | 0 |
| American Indian or Alaskan native | 10 | 2 | 0 |
| Asian | 10 | 2 | 0 |
| Black or African American | 10 | 2 | 0 |
| Latino or Hispanic | 10 | 2 | 0 |
| Native Hawaiian or other Pacific Islander | 10 | 2 | 0 |
| Not Reported | 10 | 2 | 0 |
| Other or Multiracial | 10 | 2 | 0 |
| White | 10 | 2 | 0 |
| American Indian or Alaskan native | 11 | 2 | 17 |
| Asian | 11 | 2 | 105 |
| Black or African American | 11 | 2 | 68 |
| Latino or Hispanic | 11 | 2 | 193 |
| Native Hawaiian or other Pacific Islander | 11 | 2 | 20 |
| Not Reported | 11 | 2 | 2 |
| Other or Multiracial | 11 | 2 | 95 |
| White | 11 | 2 | 249 |
| American Indian or Alaskan native | 12 | 2 | 0 |
| Asian | 12 | 2 | 0 |
| Black or African American | 12 | 2 | 0 |
| Latino or Hispanic | 12 | 2 | 0 |
| Native Hawaiian or other Pacific Islander | 12 | 2 | 0 |
| Not Reported | 12 | 2 | 0 |
| Other or Multiracial | 12 | 2 | 0 |
| White | 12 | 2 | 0 |