LeapQ data for both groups

2024-12-27

df <- read_csv("results_leapq_full.csv")

Filter people with lower LexTALE scores than 65 since they were not in the final sample

df <- df %>% 
  filter(Score>65)

Summarize everything

df <- df %>% 
  mutate_if(is.character,as.factor)

df %>%
  dplyr::group_by(Group) %>%
  skim()
Data summary
Name Piped data
Number of rows 598
Number of columns 29
_______________________
Column type frequency:
factor 2
numeric 26
________________________
Group variables Group

Variable type: factor

skim_variable Group n_missing complete_rate ordered n_unique top_counts
Participant both 0 1 FALSE 183 par: 1, par: 1, par: 1, par: 1
Participant L2only 0 1 FALSE 415 par: 1, par: 1, par: 1, par: 1
Gender both 0 1 FALSE 3 fem: 141, mal: 38, not: 4
Gender L2only 0 1 FALSE 3 fem: 335, mal: 76, not: 4

Variable type: numeric

skim_variable Group n_missing complete_rate mean sd p0 p25 p50 p75 p100 hist
Age both 0 1 21.67 2.17 19.00 20.00 21.00 23.00 34 ▇▂▁▁▁
Age L2only 2 1 22.97 4.62 19.00 21.00 22.00 24.00 48 ▇▁▁▁▁
Score both 0 1 82.30 10.00 66.25 73.75 82.50 91.25 100 ▇▅▆▇▆
Score L2only 0 1 79.98 9.17 66.25 72.50 78.75 87.50 100 ▇▆▆▅▃
AoA both 0 1 7.21 2.19 0.00 6.00 7.00 9.00 14 ▁▃▇▃▁
AoA L2only 0 1 7.56 2.64 1.00 6.00 8.00 9.00 25 ▂▇▁▁▁
AgeFluency both 0 1 14.23 2.39 5.00 13.00 15.00 16.00 19 ▁▁▅▇▂
AgeFluency L2only 1 1 14.76 3.62 0.00 13.00 15.00 16.00 30 ▁▂▇▁▁
AgeReading both 0 1 10.84 3.32 5.00 8.00 11.00 13.50 19 ▅▇▆▅▁
AgeReading L2only 1 1 11.27 3.69 5.00 8.25 11.00 13.00 35 ▇▆▁▁▁
AgeFluentReading both 0 1 13.88 2.89 6.00 12.00 14.00 16.00 22 ▁▆▇▅▁
AgeFluentReading L2only 2 1 14.22 3.67 0.00 12.00 14.00 16.00 35 ▁▇▇▁▁
ProfSpeakingEng both 0 1 7.90 1.37 3.00 7.00 8.00 9.00 10 ▁▁▇▆▇
ProfSpeakingEng L2only 0 1 7.08 1.56 2.00 6.00 7.00 8.00 10 ▁▂▂▇▂
ProfUnderstanding both 0 1 8.67 1.17 5.00 8.00 9.00 10.00 10 ▁▃▆▇▆
ProfUnderstanding L2only 0 1 7.93 1.42 3.00 7.00 8.00 9.00 10 ▁▁▆▆▇
ProfReadingEng both 0 1 8.62 1.12 5.00 8.00 9.00 9.00 10 ▁▂▆▇▅
ProfReadingEng L2only 0 1 8.04 1.27 3.00 7.00 8.00 9.00 10 ▁▁▆▆▇
ContFriends both 0 1 4.66 3.00 0.00 2.00 4.00 7.00 10 ▇▆▅▅▃
ContFriends L2only 0 1 4.49 3.34 0.00 2.00 4.00 8.00 10 ▇▅▃▃▃
ContFamily both 0 1 1.61 2.50 0.00 0.00 0.00 2.50 10 ▇▁▁▁▁
ContFamily L2only 0 1 1.59 2.66 0.00 0.00 0.00 2.00 10 ▇▁▁▁▁
ContReading both 0 1 7.31 2.28 0.00 6.00 7.00 9.00 10 ▁▂▅▇▇
ContReading L2only 0 1 6.67 2.43 0.00 5.00 7.00 8.00 10 ▂▃▆▇▆
ContFilm both 0 1 8.42 2.07 0.00 8.00 9.00 10.00 10 ▁▁▁▃▇
ContFilm L2only 0 1 8.17 2.22 0.00 7.00 9.00 10.00 10 ▁▁▂▃▇
ContMusic both 0 1 6.54 2.68 0.00 5.00 7.00 8.00 10 ▂▂▆▇▆
ContMusic L2only 0 1 6.67 2.77 0.00 5.00 7.00 9.00 10 ▃▂▆▇▇
ContSelf both 0 1 6.08 2.84 0.00 4.00 6.00 8.00 10 ▅▃▇▇▇
ContSelf L2only 0 1 5.85 2.65 0.00 4.00 6.00 8.00 10 ▃▃▇▇▅
ExposureFriends both 0 1 3.95 2.89 0.00 2.00 4.00 6.00 10 ▇▅▅▃▂
ExposureFriends L2only 0 1 3.24 3.04 0.00 0.00 2.00 5.00 10 ▇▂▂▂▁
ExposureFamily both 0 1 0.85 1.72 0.00 0.00 0.00 1.00 10 ▇▁▁▁▁
ExposureFamily L2only 0 1 0.79 1.68 0.00 0.00 0.00 1.00 10 ▇▁▁▁▁
ExposureReading both 0 1 7.40 2.48 0.00 6.00 8.00 10.00 10 ▁▂▅▆▇
ExposureReading L2only 0 1 6.64 2.76 0.00 5.00 7.00 9.00 10 ▂▃▅▇▇
ExposureFilms both 0 1 8.89 1.63 1.00 8.00 9.00 10.00 10 ▁▁▁▂▇
ExposureFilms L2only 0 1 8.48 2.11 0.00 8.00 9.00 10.00 10 ▁▁▁▃▇
ExposureMusic both 0 1 8.41 2.25 0.00 8.00 9.00 10.00 10 ▁▁▁▃▇
ExposureMusic L2only 1 1 8.14 2.46 0.00 7.00 9.00 10.00 10 ▁▁▁▃▇
ExposureSelf both 0 1 4.72 3.48 0.00 2.00 5.00 8.00 10 ▇▃▅▃▅
ExposureSelf L2only 0 1 4.11 3.23 0.00 1.00 4.00 7.00 10 ▇▃▃▃▂
Accent both 0 1 4.26 2.41 0.00 2.00 4.00 6.00 10 ▇▇▆▅▁
Accent L2only 0 1 4.87 2.55 0.00 3.00 5.00 7.00 10 ▅▆▇▅▂
AccentOthers both 0 1 4.89 3.02 0.00 2.00 5.00 7.00 10 ▇▅▇▆▅
AccentOthers L2only 1 1 5.50 3.23 0.00 3.00 5.00 9.00 10 ▆▅▇▅▇
TimeCountry both 0 1 3.75 17.59 0.00 0.00 0.00 1.00 192 ▇▁▁▁▁
TimeCountry L2only 0 1 2.92 12.46 0.00 0.00 0.00 1.00 181 ▇▁▁▁▁
TimeFamily both 0 1 3.71 21.97 0.00 0.00 0.00 1.00 252 ▇▁▁▁▁
TimeFamily L2only 0 1 2.25 16.00 0.00 0.00 0.00 1.00 286 ▇▁▁▁▁
TimeSchool both 0 1 23.07 45.03 0.00 0.00 1.00 24.00 288 ▇▁▁▁▁
TimeSchool L2only 0 1 13.98 34.43 0.00 0.00 0.00 6.00 229 ▇▁▁▁▁