# Install the tidyverse package
install.packages("tidyverse")Doing it all again, but tidy
Modifying data, but using the
tidyverse
Matt Hunt Gardner 
Doing It All Again, But tidy
The package dplyr is part of a larger “universe” of R packages called tidyverse. This collection of packages is specifically focused on data science and offers some shortcuts that are useful to learn. The packages that make up the tidyverse are dplyr, ggplot2, purr, tibble, tidyr, stingr, readr, and forcats, among others. Throughout this guide I try to use the most basic R syntax for accomplishing a task. This way you learn how R works. I will also show how to complete the same task using packages from the tidyverse. Using the tidyverse methods is usually optional — though once you get the hang of it, you might always use the tidyverse methods.
# Load the tidyverse package
library(tidyverse)# List the packages loaded by the tidyverse
# package
tidyverse_packages() [1] "broom" "cli" "crayon" "dbplyr"
[5] "dplyr" "dtplyr" "forcats" "ggplot2"
[9] "googledrive" "googlesheets4" "haven" "hms"
[13] "httr" "jsonlite" "lubridate" "magrittr"
[17] "modelr" "pillar" "purrr" "readr"
[21] "readxl" "reprex" "rlang" "rstudioapi"
[25] "rvest" "stringr" "tibble" "tidyr"
[29] "xml2" "tidyverse" Before we get started with the tidyverse, there are two important new things to learn about. The first is the pipe operator %>% and the second is the the alternative to a data frame called a tibble.
The Pipe %>%
The pipe operator %>%1 is introduced by the magrittr package2 and it is extremely useful. The pipe operator passes the output of a function to the first argument of the next function, which mean you can chain several steps together.
For example, lets find the mean year of birth in our data. We already know that when the pre-vowel contexts are removed, the mean year of birth is 1969.
Get the data first
If you don’t have the td data loaded in R, go back to Getting Your Data into R and run the code.
# Find mean YOB using mean() function
mean(td$YOB)[1] 1969.447# Find the mean YOB by piping the td data to the
# mean() function
td$YOB %>%
mean()[1] 1969.447The functionality of %>% might seem trivial at this point; however, when you need to perform multiple tasks sequentially, it saves a lot of time and space when writing your code.
Tibbles
A tibble is an updated version of a data frame. Tibbles keep the features that have stood the test of time, and drop the features that used to be convenient but are now frustrating (i.e. converting character vectors to factors). For our purposes, the difference between the two is negligible, but you should be aware that tibbles look a bit different from data frames. Run these two commands and compare.
as.data.frame(td) Dep.Var Stress Category Morph.Type Before After Speaker YOB Sex Education Job After.New Center.Age Age.Group Age_Sex Phoneme Dep.Var.Full
51 Realized Stressed Lexical Mono Stop Consonant BOUF65 1965 F Educated White Consonant -4.446594 Middle Middle_F t T
52 Deletion Stressed Lexical Mono Stop Consonant CHIF55 1955 F Educated White Consonant -14.446594 Middle Middle_F t Deletion
53 Deletion Stressed Lexical Mono Stop Consonant CHIF55 1955 F Educated White Consonant -14.446594 Middle Middle_F t Deletion
54 Deletion Stressed Lexical Mono Stop Consonant CLAF52 1952 F Educated Service Consonant -17.446594 Middle Middle_F t Deletion
55 Realized Stressed Lexical Mono Stop Consonant DONM53 1953 M Educated Service Consonant -16.446594 Middle Middle_M t T
56 Deletion Stressed Lexical Mono Stop Consonant DONM58 1958 M Not Educated Service Consonant -11.446594 Middle Middle_M t Deletion
57 Deletion Stressed Lexical Mono Stop Consonant DOUF46 1946 F Educated Service Consonant -23.446594 Middle Middle_F t Deletion
59 Deletion Stressed Lexical Mono Stop Consonant GARM42 1942 M Not Educated Blue Consonant -27.446594 Old Old_M t Deletion
60 Deletion Stressed Lexical Mono Stop Consonant GREM45 1945 M Not Educated Blue Consonant -24.446594 Middle Middle_M t Deletion
61 Deletion Stressed Lexical Mono Stop Consonant HOLF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t Deletion
62 Deletion Stressed Lexical Mono Stop Consonant HOLM52 1952 M Not Educated Blue Consonant -17.446594 Middle Middle_M t Deletion
63 Deletion Stressed Lexical Mono Stop Consonant INGM84 1984 M Educated Service Consonant 14.553406 Young Young_M t Deletion
64 Deletion Stressed Lexical Mono Stop Consonant INGM87 1987 M Educated Service Consonant 17.553406 Young Young_M t Deletion
65 Deletion Stressed Lexical Mono Stop Consonant KAYF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t Deletion
66 Deletion Stressed Lexical Mono Stop Consonant KAYM29 1929 M Not Educated Blue Consonant -40.446594 Old Old_M t Deletion
67 Realized Stressed Lexical Mono Stop Consonant LATF53 1953 F Educated Service Consonant -16.446594 Middle Middle_F t T
68 Realized Stressed Lexical Mono Stop Consonant LEOF66 1966 F Educated White Consonant -3.446594 Middle Middle_F t T
69 Deletion Stressed Lexical Mono Stop Consonant MOFM55 1955 M Educated White Consonant -14.446594 Middle Middle_M t Deletion
70 Deletion Stressed Lexical Mono Stop Consonant NATF84 1984 F Educated Service Consonant 14.553406 Young Young_F t Deletion
71 Deletion Stressed Lexical Mono Stop Consonant NEIF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t Deletion
72 Realized Stressed Lexical Mono Stop Consonant PEIF57 1957 F Educated White Consonant -12.446594 Middle Middle_F t T
73 Deletion Stressed Lexical Mono Stop Consonant ROBM64 1964 M Educated Service Consonant -5.446594 Middle Middle_M t Deletion
74 Deletion Stressed Lexical Mono Stop Consonant RUDF73 1973 F Educated Service Consonant 3.553406 Middle Middle_F t Deletion
75 Deletion Stressed Lexical Mono Stop Consonant SAMF61 1961 F Educated White Consonant -8.446594 Middle Middle_F t Deletion
76 Deletion Stressed Lexical Mono Stop Consonant SMIF58 1958 F Not Educated Service Consonant -11.446594 Middle Middle_F t Deletion
77 Deletion Stressed Lexical Mono Stop Consonant SMIM61 1961 M Not Educated Blue Consonant -8.446594 Middle Middle_M t Deletion
78 Deletion Stressed Lexical Mono Stop Consonant STEF99 1999 F Student Student Consonant 29.553406 Young Young_F t Deletion
79 Deletion Stressed Lexical Mono Stop Consonant STEM42 1942 M Not Educated Service Consonant -27.446594 Old Old_M t Deletion
81 Realized Unstressed Lexical Past Liquid Vowel GARF37 1937 F Not Educated Service Vowel -32.446594 Old Old_F d Other Weakening
82 Deletion Unstressed Lexical Past Liquid Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M d Deletion
83 Realized Unstressed Lexical Past Liquid Vowel PHAM91 1991 M Student Student Vowel 21.553406 Young Young_M d D
84 Realized Unstressed Lexical Past Liquid Vowel ROLF91 1991 F Student Student Vowel 21.553406 Young Young_F d D
87 Realized Unstressed Lexical Mono Nasal Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Affricate
88 Realized Unstressed Lexical Mono Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d Fricative
147 Realized Stressed Lexical Mono Nasal Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Affricate
148 Realized Stressed Lexical Mono Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t Affricate
149 Realized Stressed Lexical Mono Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t Fricative
150 Deletion Unstressed Lexical Mono S Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t Deletion
153 Deletion Unstressed Lexical Mono Liquid Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Deletion
157 Deletion Unstressed Lexical Mono Liquid Vowel GARM85 1985 M Educated White Vowel 15.553406 Young Young_M d Deletion
160 Deletion Stressed Function Mono Nasal H DONF15 1915 F Not Educated Service Consonant -54.446594 Old Old_F d Deletion
161 Realized Stressed Function Mono Nasal Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F d T
162 Realized Stressed Function Mono Nasal Pause EVAF92 1992 F Student Student Pause 22.553406 Young Young_F d T
163 Realized Stressed Function Mono Nasal Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F d T
164 Realized Stressed Function Mono Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d Fricative
165 Realized Stressed Function Mono Nasal Consonant MARM92 1992 M Student Student Consonant 22.553406 Young Young_M d Affricate
166 Deletion Stressed Function Mono Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M d Deletion
167 Deletion Stressed Function Mono Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M d Deletion
168 Realized Stressed Function Mono Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M d T
169 Realized Stressed Lexical Past Other Fricative Pause BOUF65 1965 F Educated White Pause -4.446594 Middle Middle_F d Fricative
170 Realized Stressed Lexical Past Other Fricative Pause CHIF55 1955 F Educated White Pause -14.446594 Middle Middle_F d T
171 Realized Stressed Lexical Past Other Fricative Pause CHIF55 1955 F Educated White Pause -14.446594 Middle Middle_F d T
172 Realized Stressed Lexical Past Other Fricative Pause CLAF52 1952 F Educated Service Pause -17.446594 Middle Middle_F d T
173 Realized Stressed Lexical Past Other Fricative Pause DONF15 1915 F Not Educated Service Pause -54.446594 Old Old_F d T
174 Realized Stressed Lexical Past Other Fricative Pause DONM53 1953 M Educated Service Pause -16.446594 Middle Middle_M d Flap
175 Realized Stressed Lexical Past Other Fricative Pause DONM58 1958 M Not Educated Service Pause -11.446594 Middle Middle_M d Fricative
176 Realized Stressed Lexical Past Other Fricative Pause DOUF46 1946 F Educated Service Pause -23.446594 Middle Middle_F d D
177 Realized Stressed Lexical Past Other Fricative Pause ELLF29 1929 F Not Educated Service Pause -40.446594 Old Old_F d T
178 Realized Stressed Lexical Past Other Fricative Pause GARM42 1942 M Not Educated Blue Pause -27.446594 Old Old_M d D
179 Realized Stressed Lexical Past Other Fricative Pause GREM45 1945 M Not Educated Blue Pause -24.446594 Middle Middle_M d T
180 Realized Stressed Lexical Past Other Fricative Pause HOLF49 1949 F Educated Service Pause -20.446594 Middle Middle_F d D
181 Deletion Stressed Lexical Past Other Fricative Pause HOLM52 1952 M Not Educated Blue Pause -17.446594 Middle Middle_M d Deletion
182 Realized Stressed Lexical Past Other Fricative Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d T
183 Realized Stressed Lexical Past Other Fricative Pause INGM87 1987 M Educated Service Pause 17.553406 Young Young_M d Affricate
184 Deletion Stressed Lexical Past Other Fricative Pause KAYF29 1929 F Not Educated Service Pause -40.446594 Old Old_F d Deletion
185 Deletion Stressed Lexical Past Other Fricative Pause KAYM29 1929 M Not Educated Blue Pause -40.446594 Old Old_M d Deletion
186 Realized Stressed Lexical Past Other Fricative Pause LATF53 1953 F Educated Service Pause -16.446594 Middle Middle_F d D
187 Realized Stressed Lexical Past Other Fricative Pause LEOF66 1966 F Educated White Pause -3.446594 Middle Middle_F d T
188 Realized Stressed Lexical Past Other Fricative Pause MOFM55 1955 M Educated White Pause -14.446594 Middle Middle_M d T
189 Deletion Stressed Lexical Past Other Fricative Pause NATF84 1984 F Educated Service Pause 14.553406 Young Young_F d Deletion
190 Realized Stressed Lexical Past Other Fricative Pause NEIF49 1949 F Educated Service Pause -20.446594 Middle Middle_F d T
191 Realized Stressed Lexical Past Other Fricative Pause PEIF57 1957 F Educated White Pause -12.446594 Middle Middle_F d T
192 Realized Stressed Lexical Past Other Fricative Pause ROBM64 1964 M Educated Service Pause -5.446594 Middle Middle_M d D
193 Deletion Stressed Lexical Past Other Fricative Pause RUDF73 1973 F Educated Service Pause 3.553406 Middle Middle_F d Deletion
194 Realized Stressed Lexical Past Other Fricative Pause SAMF61 1961 F Educated White Pause -8.446594 Middle Middle_F d Fricative
195 Realized Stressed Lexical Past Other Fricative Pause SMIF58 1958 F Not Educated Service Pause -11.446594 Middle Middle_F d Glottal Stop
196 Deletion Stressed Lexical Past Other Fricative Pause SMIM61 1961 M Not Educated Blue Pause -8.446594 Middle Middle_M d Deletion
197 Realized Stressed Lexical Past Other Fricative Pause STEF99 1999 F Student Student Pause 29.553406 Young Young_F d Fricative
198 Deletion Stressed Lexical Past Other Fricative Pause STEM42 1942 M Not Educated Service Pause -27.446594 Old Old_M d Deletion
199 Realized Stressed Lexical Past Stop Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F t T
200 Realized Stressed Lexical Past Stop Vowel GARM85 1985 M Educated White Vowel 15.553406 Young Young_M t T
201 Realized Stressed Lexical Past Stop H INGM87 1987 M Educated Service Consonant 17.553406 Young Young_M t T
354 Realized Stressed Lexical Mono Nasal Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Affricate
476 Deletion Stressed Lexical Mono Nasal Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Deletion
481 Realized Stressed Lexical Past Other Fricative Pause HOLF49 1949 F Educated Service Pause -20.446594 Middle Middle_F t T
604 Realized Stressed Lexical Mono S Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t T
605 Realized Stressed Lexical Mono S Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t T
606 Realized Stressed Lexical Mono S Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Fricative
607 Deletion Stressed Lexical Mono S Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Deletion
610 Deletion Unstressed Function Mono Nasal Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d Deletion
673 Realized Stressed Lexical Mono Liquid Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M d Fricative
674 Realized Stressed Lexical Mono Liquid Pause BEAM91 1991 M Student Student Pause 21.553406 Young Young_M d Ejective
675 Realized Stressed Lexical Mono Liquid Pause BOUF65 1965 F Educated White Pause -4.446594 Middle Middle_F d Affricate
676 Realized Stressed Lexical Mono Liquid Pause CARM91 1991 M Student Student Pause 21.553406 Young Young_M d Affricate
677 Realized Stressed Lexical Mono Liquid Pause CHIF55 1955 F Educated White Pause -14.446594 Middle Middle_F d Affricate
678 Realized Stressed Lexical Mono Liquid Pause CLAF52 1952 F Educated Service Pause -17.446594 Middle Middle_F d T
679 Realized Stressed Lexical Mono Liquid Pause CONM89 1989 M Educated Service Pause 19.553406 Young Young_M d Fricative
680 Realized Stressed Lexical Mono Liquid Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F d Glottal Stop
681 Realized Stressed Lexical Mono Liquid Pause DONM53 1953 M Educated Service Pause -16.446594 Middle Middle_M d Glottal Stop
682 Realized Stressed Lexical Mono Liquid Pause DONM58 1958 M Not Educated Service Pause -11.446594 Middle Middle_M d Fricative
683 Realized Stressed Lexical Mono Liquid Pause DOUF46 1946 F Educated Service Pause -23.446594 Middle Middle_F d Fricative
684 Realized Stressed Lexical Mono Liquid Pause ELLF29 1929 F Not Educated Service Pause -40.446594 Old Old_F d Ejective
685 Realized Stressed Lexical Mono Liquid Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F d Fricative
686 Realized Stressed Lexical Mono Liquid Pause EVAF92 1992 F Student Student Pause 22.553406 Young Young_F d Glottal Stop
687 Realized Stressed Lexical Mono Liquid Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M d T
688 Realized Stressed Lexical Mono Liquid Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F d T
689 Realized Stressed Lexical Mono Liquid Pause GAVF93 1993 F Student Student Pause 23.553406 Young Young_F d Glottal Stop
690 Realized Stressed Lexical Mono Liquid Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M d Glottal Stop
691 Realized Stressed Lexical Mono Liquid Pause GOUM91 1991 M Student Student Pause 21.553406 Young Young_M d Fricative
692 Realized Stressed Lexical Mono Liquid Pause GREF22 1922 F Not Educated Service Pause -47.446594 Old Old_F d Fricative
693 Realized Stressed Lexical Mono Liquid Pause GREM45 1945 M Not Educated Blue Pause -24.446594 Middle Middle_M d Fricative
694 Realized Stressed Lexical Mono Liquid Pause HAWM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M d Ejective
695 Realized Stressed Lexical Mono Liquid Pause HOLF49 1949 F Educated Service Pause -20.446594 Middle Middle_F d Affricate
696 Realized Stressed Lexical Mono Liquid Pause HOLM52 1952 M Not Educated Blue Pause -17.446594 Middle Middle_M d D
697 Realized Stressed Lexical Mono Liquid Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d D
698 Realized Stressed Lexical Mono Liquid Pause INGM87 1987 M Educated Service Pause 17.553406 Young Young_M d Fricative
699 Realized Stressed Lexical Mono Liquid Pause JOCF91 1991 F Student Student Pause 21.553406 Young Young_F d Fricative
700 Realized Stressed Lexical Mono Liquid Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F d Fricative
701 Realized Stressed Lexical Mono Liquid Pause KAYF29 1929 F Not Educated Service Pause -40.446594 Old Old_F d Other Weakening
702 Deletion Stressed Lexical Mono Liquid Pause KAYM29 1929 M Not Educated Blue Pause -40.446594 Old Old_M d Deletion
703 Realized Stressed Lexical Mono Liquid Pause LATF53 1953 F Educated Service Pause -16.446594 Middle Middle_F d Affricate
704 Realized Stressed Lexical Mono Liquid Pause LEOF66 1966 F Educated White Pause -3.446594 Middle Middle_F d T
705 Realized Stressed Lexical Mono Liquid Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M d Fricative
706 Realized Stressed Lexical Mono Liquid Pause MOFM55 1955 M Educated White Pause -14.446594 Middle Middle_M d T
707 Realized Stressed Lexical Mono Liquid Pause MORF91 1991 F Student Student Pause 21.553406 Young Young_F d Glottal Stop
708 Realized Stressed Lexical Mono Liquid Pause NATF84 1984 F Educated Service Pause 14.553406 Young Young_F d Glottal Stop
709 Realized Stressed Lexical Mono Liquid Pause NEIF49 1949 F Educated Service Pause -20.446594 Middle Middle_F d Ejective
710 Realized Stressed Lexical Mono Liquid Pause PEIF57 1957 F Educated White Pause -12.446594 Middle Middle_F d Affricate
711 Realized Stressed Lexical Mono Liquid Pause PHAM91 1991 M Student Student Pause 21.553406 Young Young_M d D
712 Realized Stressed Lexical Mono Liquid Pause ROBM64 1964 M Educated Service Pause -5.446594 Middle Middle_M d Glottal Stop
713 Realized Stressed Lexical Mono Liquid Pause ROLF91 1991 F Student Student Pause 21.553406 Young Young_F d Glottal Stop
714 Realized Stressed Lexical Mono Liquid Pause RUDF73 1973 F Educated Service Pause 3.553406 Middle Middle_F d Glottal Stop
715 Realized Stressed Lexical Mono Liquid Pause SAMF61 1961 F Educated White Pause -8.446594 Middle Middle_F d Other Weakening
716 Deletion Stressed Lexical Mono Liquid Pause SILM90 1990 M Not Educated Service Pause 20.553406 Young Young_M d Deletion
717 Realized Stressed Lexical Mono Liquid Pause SMIF58 1958 F Not Educated Service Pause -11.446594 Middle Middle_F d T
718 Deletion Stressed Lexical Mono Liquid Pause SMIM61 1961 M Not Educated Blue Pause -8.446594 Middle Middle_M d Deletion
719 Realized Stressed Lexical Mono Liquid Pause STEF99 1999 F Student Student Pause 29.553406 Young Young_F d Fricative
720 Realized Stressed Lexical Mono Liquid Pause STEM42 1942 M Not Educated Service Pause -27.446594 Old Old_M d Ejective
721 Realized Stressed Lexical Mono Liquid Pause TAMF91 1991 F Student Student Pause 21.553406 Young Young_F d T
722 Realized Stressed Lexical Mono Liquid Pause VICF91 1991 F Student Student Pause 21.553406 Young Young_F d Glottal Stop
723 Realized Stressed Lexical Mono Liquid Pause VIKF91 1991 F Student Student Pause 21.553406 Young Young_F d T
727 Realized Stressed Lexical Mono Other Fricative Pause BOUF65 1965 F Educated White Pause -4.446594 Middle Middle_F d D
737 Realized Stressed Lexical Mono Other Fricative Pause GARM42 1942 M Not Educated Blue Pause -27.446594 Old Old_M d Affricate
753 Deletion Stressed Lexical Mono Other Fricative Pause PEIF57 1957 F Educated White Pause -12.446594 Middle Middle_F d Deletion
757 Realized Stressed Lexical Mono Other Fricative Pause SMIF58 1958 F Not Educated Service Pause -11.446594 Middle Middle_F d D
761 Realized Stressed Lexical Mono Other Fricative Pause STEF99 1999 F Student Student Pause 29.553406 Young Young_F d Fricative
990 Realized Stressed Lexical Past Stop Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
991 Realized Stressed Lexical Semi-Weak Liquid Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F t T
1092 Realized Stressed Lexical Past Other Fricative Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Fricative
1093 Realized Stressed Lexical Past Other Fricative Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
1095 Realized Stressed Function Mono Nasal Vowel GARF37 1937 F Not Educated Service Vowel -32.446594 Old Old_F t T
1096 Deletion Stressed Function Mono Nasal Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Deletion
1097 Deletion Stressed Function Mono Nasal Vowel ROLF91 1991 F Student Student Vowel 21.553406 Young Young_F t Deletion
1098 Realized Stressed Lexical Mono Liquid Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F d Flap
1099 Realized Stressed Lexical Mono Liquid Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F d Flap
1145 Realized Stressed Lexical Past Nasal Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d T
1146 Realized Stressed Lexical Past Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
1147 Realized Stressed Lexical Past Other Fricative Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Affricate
1148 Realized Stressed Lexical Past Stop H ARSM91 1991 M Educated White Consonant 21.553406 Young Young_M t T
1149 Realized Stressed Lexical Past Stop H BEAM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
1150 Realized Stressed Lexical Past Stop H BOUF65 1965 F Educated White Consonant -4.446594 Middle Middle_F t T
1151 Realized Stressed Lexical Past Stop H CARM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
1152 Realized Stressed Lexical Past Stop H CHIF55 1955 F Educated White Consonant -14.446594 Middle Middle_F t T
1153 Realized Stressed Lexical Past Stop H CLAF52 1952 F Educated Service Consonant -17.446594 Middle Middle_F t T
1154 Realized Stressed Lexical Past Stop H CONM89 1989 M Educated Service Consonant 19.553406 Young Young_M t T
1155 Realized Stressed Lexical Past Stop H DELF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
1156 Realized Stressed Lexical Past Stop H DONM53 1953 M Educated Service Consonant -16.446594 Middle Middle_M t T
1157 Realized Stressed Lexical Past Stop H DONM58 1958 M Not Educated Service Consonant -11.446594 Middle Middle_M t T
1158 Realized Stressed Lexical Past Stop H DOUF46 1946 F Educated Service Consonant -23.446594 Middle Middle_F t T
1159 Realized Stressed Lexical Past Stop H ELLF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t T
1160 Realized Stressed Lexical Past Stop H ELLF61 1961 F Educated White Consonant -8.446594 Middle Middle_F t T
1161 Realized Stressed Lexical Past Stop H EVAF92 1992 F Student Student Consonant 22.553406 Young Young_F t T
1162 Realized Stressed Lexical Past Stop H FRAM93 1993 M Student Student Consonant 23.553406 Young Young_M t T
1163 Realized Stressed Lexical Past Stop H GARF37 1937 F Not Educated Service Consonant -32.446594 Old Old_F t T
1164 Realized Stressed Lexical Past Stop H GARM42 1942 M Not Educated Blue Consonant -27.446594 Old Old_M t T
1165 Realized Stressed Lexical Past Stop H GAVF93 1993 F Student Student Consonant 23.553406 Young Young_F t T
1166 Realized Stressed Lexical Past Stop H GAVM90 1990 M Not Educated Blue Consonant 20.553406 Young Young_M t T
1167 Realized Stressed Lexical Past Stop H GOUM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
1168 Realized Stressed Lexical Past Stop H GREF22 1922 F Not Educated Service Consonant -47.446594 Old Old_F t T
1169 Realized Stressed Lexical Past Stop H GREM45 1945 M Not Educated Blue Consonant -24.446594 Middle Middle_M t T
1170 Realized Stressed Lexical Past Stop H HAWM90 1990 M Not Educated Blue Consonant 20.553406 Young Young_M t T
1171 Realized Stressed Lexical Past Stop H HOLF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t T
1172 Realized Stressed Lexical Past Stop H HOLM52 1952 M Not Educated Blue Consonant -17.446594 Middle Middle_M t T
1173 Realized Stressed Lexical Past Stop H INGM84 1984 M Educated Service Consonant 14.553406 Young Young_M t T
1174 Realized Stressed Lexical Past Stop H INGM87 1987 M Educated Service Consonant 17.553406 Young Young_M t T
1175 Realized Stressed Lexical Past Stop H JOCF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
1176 Realized Stressed Lexical Past Stop H JOYF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
1177 Realized Stressed Lexical Past Stop H KAYF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t T
1179 Realized Stressed Lexical Past Stop H LATF53 1953 F Educated Service Consonant -16.446594 Middle Middle_F t T
1180 Realized Stressed Lexical Past Stop H LEOF66 1966 F Educated White Consonant -3.446594 Middle Middle_F t T
1181 Realized Stressed Lexical Past Stop H MARM92 1992 M Student Student Consonant 22.553406 Young Young_M t T
1182 Realized Stressed Lexical Past Stop H MOFM55 1955 M Educated White Consonant -14.446594 Middle Middle_M t T
1183 Realized Stressed Lexical Past Stop H MORF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
1184 Realized Stressed Lexical Past Stop H NATF84 1984 F Educated Service Consonant 14.553406 Young Young_F t T
1185 Realized Stressed Lexical Past Stop H NEIF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t T
1186 Realized Stressed Lexical Past Stop H PEIF57 1957 F Educated White Consonant -12.446594 Middle Middle_F t T
1187 Realized Stressed Lexical Past Stop H PHAM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
1188 Realized Stressed Lexical Past Stop H ROBM64 1964 M Educated Service Consonant -5.446594 Middle Middle_M t T
1189 Realized Stressed Lexical Past Stop H ROLF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
1190 Realized Stressed Lexical Past Stop H RUDF73 1973 F Educated Service Consonant 3.553406 Middle Middle_F t T
1191 Realized Stressed Lexical Past Stop H SAMF61 1961 F Educated White Consonant -8.446594 Middle Middle_F t T
1192 Realized Stressed Lexical Past Stop H SILM90 1990 M Not Educated Service Consonant 20.553406 Young Young_M t T
1193 Realized Stressed Lexical Past Stop H SMIF58 1958 F Not Educated Service Consonant -11.446594 Middle Middle_F d T
1194 Realized Stressed Lexical Past Stop H SMIM61 1961 M Not Educated Blue Consonant -8.446594 Middle Middle_M t T
1195 Realized Stressed Lexical Past Stop H STEF99 1999 F Student Student Consonant 29.553406 Young Young_F t T
1196 Realized Stressed Lexical Past Stop H STEM42 1942 M Not Educated Service Consonant -27.446594 Old Old_M t T
1197 Realized Stressed Lexical Past Stop H TAMF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
1198 Realized Stressed Lexical Past Stop H VICF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
1199 Realized Stressed Lexical Past Stop H VIKF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
1200 Realized Stressed Lexical Mono S Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t T
1201 Realized Stressed Lexical Mono S Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Fricative
1276 Realized Stressed Lexical Mono Nasal Pause LELM91 1991 M Student Student Pause 21.553406 Young Young_M d D
1300 Deletion Stressed Lexical Past Other Fricative Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
1301 Realized Stressed Lexical Mono S Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M t T
1302 Realized Stressed Lexical Mono S Pause BEAM91 1991 M Student Student Pause 21.553406 Young Young_M t Ejective
1303 Realized Stressed Lexical Mono S Pause CARM91 1991 M Student Student Pause 21.553406 Young Young_M t T
1304 Realized Stressed Lexical Mono S Pause DAVM90 1990 M Educated Service Pause 20.553406 Young Young_M t T
1305 Realized Stressed Lexical Mono S Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F t T
1306 Realized Stressed Lexical Mono S Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F t T
1307 Realized Stressed Lexical Mono S Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M t T
1308 Realized Stressed Lexical Mono S Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t T
1309 Realized Stressed Lexical Mono S Pause GAVF93 1993 F Student Student Pause 23.553406 Young Young_F t Fricative
1310 Realized Stressed Lexical Mono S Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Fricative
1311 Realized Stressed Lexical Mono S Pause GOUM91 1991 M Student Student Pause 21.553406 Young Young_M t T
1312 Deletion Stressed Lexical Mono S Pause HAWM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
1313 Realized Stressed Lexical Mono S Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t T
1314 Deletion Stressed Lexical Mono S Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t Deletion
1315 Realized Stressed Lexical Mono S Pause JOCF91 1991 F Student Student Pause 21.553406 Young Young_F t T
1316 Realized Stressed Lexical Mono S Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
1318 Realized Stressed Lexical Mono S Pause MORF91 1991 F Student Student Pause 21.553406 Young Young_F t T
1319 Realized Stressed Lexical Mono S Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M t T
1320 Realized Stressed Lexical Mono S Pause PHAM91 1991 M Student Student Pause 21.553406 Young Young_M t T
1321 Realized Stressed Lexical Mono S Pause ROLF91 1991 F Student Student Pause 21.553406 Young Young_F t T
1322 Realized Stressed Lexical Mono S Pause SILM90 1990 M Not Educated Service Pause 20.553406 Young Young_M t T
1323 Realized Stressed Lexical Mono S Pause TAMF91 1991 F Student Student Pause 21.553406 Young Young_F t T
1324 Realized Stressed Lexical Mono S Pause VICF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
1325 Deletion Stressed Lexical Mono S Pause VIKF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
1468 Realized Stressed Lexical Mono Liquid Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
1469 Deletion Unstressed Lexical Mono Liquid Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t Deletion
1524 Realized Unstressed Lexical Mono Nasal Pause EVAF92 1992 F Student Student Pause 22.553406 Young Young_F d D
1525 Realized Unstressed Lexical Mono Nasal Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F d T
1526 Deletion Unstressed Lexical Mono Nasal Pause GREF22 1922 F Not Educated Service Pause -47.446594 Old Old_F d Deletion
1527 Realized Unstressed Lexical Mono Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
1529 Realized Unstressed Lexical Mono Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M d T
1534 Realized Stressed Lexical Mono S Vowel GARF37 1937 F Not Educated Service Vowel -32.446594 Old Old_F t T
1535 Realized Stressed Lexical Mono S Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Fricative
1536 Realized Stressed Lexical Mono S Vowel PHAM91 1991 M Student Student Vowel 21.553406 Young Young_M t T
1537 Deletion Stressed Lexical Mono S Vowel ROLF91 1991 F Student Student Vowel 21.553406 Young Young_F t Deletion
1611 Realized Stressed Lexical Mono Nasal Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F t T
1612 Realized Stressed Lexical Mono Nasal Pause EVAF92 1992 F Student Student Pause 22.553406 Young Young_F t T
1613 Realized Stressed Lexical Mono Nasal Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F t T
1614 Deletion Stressed Lexical Mono Nasal Pause GREF22 1922 F Not Educated Service Pause -47.446594 Old Old_F t Deletion
1615 Realized Stressed Lexical Mono Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t Affricate
1616 Realized Stressed Lexical Mono Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t T
1617 Realized Stressed Lexical Mono Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M t Affricate
1618 Realized Unstressed Lexical Mono Liquid Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M d Fricative
1851 Realized Stressed Lexical Past S Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t T
1858 Realized Unstressed Function Mono Nasal Vowel BOUF65 1965 F Educated White Vowel -4.446594 Middle Middle_F t T
1859 Realized Unstressed Function Mono Nasal Vowel CHIF55 1955 F Educated White Vowel -14.446594 Middle Middle_F t T
1860 Deletion Unstressed Function Mono Nasal Vowel CLAF52 1952 F Educated Service Vowel -17.446594 Middle Middle_F t Deletion
1861 Deletion Unstressed Function Mono Nasal Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F t Deletion
1862 Deletion Unstressed Function Mono Nasal H DONF15 1915 F Not Educated Service Consonant -54.446594 Old Old_F t Deletion
1863 Deletion Unstressed Function Mono Nasal Vowel DONM53 1953 M Educated Service Vowel -16.446594 Middle Middle_M t Deletion
1864 Deletion Unstressed Function Mono Nasal Vowel DONM58 1958 M Not Educated Service Vowel -11.446594 Middle Middle_M t Deletion
1865 Deletion Unstressed Function Mono Nasal Vowel DOUF46 1946 F Educated Service Vowel -23.446594 Middle Middle_F t Deletion
1866 Realized Unstressed Function Mono Nasal Vowel ELLF29 1929 F Not Educated Service Vowel -40.446594 Old Old_F t T
1867 Deletion Unstressed Function Mono Nasal Vowel GREM45 1945 M Not Educated Blue Vowel -24.446594 Middle Middle_M t Deletion
1868 Deletion Unstressed Function Mono Nasal Vowel HOLF49 1949 F Educated Service Vowel -20.446594 Middle Middle_F t Deletion
1869 Realized Unstressed Function Mono Nasal Vowel HOLM52 1952 M Not Educated Blue Vowel -17.446594 Middle Middle_M t T
1870 Realized Unstressed Function Mono Nasal Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Flap
1871 Deletion Unstressed Function Mono Nasal Vowel INGM87 1987 M Educated Service Vowel 17.553406 Young Young_M t Deletion
1872 Deletion Unstressed Function Mono Nasal Vowel KAYF29 1929 F Not Educated Service Vowel -40.446594 Old Old_F t Deletion
1873 Deletion Unstressed Function Mono Nasal Vowel KAYM29 1929 M Not Educated Blue Vowel -40.446594 Old Old_M t Deletion
1874 Deletion Unstressed Function Mono Nasal Vowel LATF53 1953 F Educated Service Vowel -16.446594 Middle Middle_F t Deletion
1875 Realized Unstressed Function Mono Nasal Vowel LEOF66 1966 F Educated White Vowel -3.446594 Middle Middle_F t T
1876 Deletion Unstressed Function Mono Nasal H LEOF66 1966 F Educated White Consonant -3.446594 Middle Middle_F t Deletion
1877 Deletion Unstressed Function Mono Nasal Vowel NATF84 1984 F Educated Service Vowel 14.553406 Young Young_F t Deletion
1878 Realized Unstressed Function Mono Nasal Vowel NEIF49 1949 F Educated Service Vowel -20.446594 Middle Middle_F t Flap
1879 Deletion Unstressed Function Mono Nasal Vowel PEIF57 1957 F Educated White Vowel -12.446594 Middle Middle_F t Deletion
1880 Deletion Unstressed Function Mono Nasal Vowel RUDF73 1973 F Educated Service Vowel 3.553406 Middle Middle_F t Deletion
1881 Deletion Unstressed Function Mono Nasal Vowel SAMF61 1961 F Educated White Vowel -8.446594 Middle Middle_F t Deletion
1882 Deletion Unstressed Function Mono Nasal Vowel SMIF58 1958 F Not Educated Service Vowel -11.446594 Middle Middle_F t Deletion
1883 Deletion Unstressed Function Mono Nasal Vowel SMIM61 1961 M Not Educated Blue Vowel -8.446594 Middle Middle_M t Deletion
1884 Realized Unstressed Function Mono Nasal Vowel STEF99 1999 F Student Student Vowel 29.553406 Young Young_F t Fricative
1885 Deletion Unstressed Function Mono Nasal Vowel STEM42 1942 M Not Educated Service Vowel -27.446594 Old Old_M t Deletion
1919 Realized Unstressed Lexical Mono Liquid Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F t Fricative
1920 Realized Unstressed Lexical Mono Nasal Vowel GARF16 1916 F Not Educated Service Vowel -53.446594 Old Old_F t T
1921 Deletion Unstressed Lexical Mono Nasal Vowel GARF37 1937 F Not Educated Service Vowel -32.446594 Old Old_F t Deletion
1922 Deletion Unstressed Lexical Mono Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Deletion
1923 Deletion Unstressed Lexical Mono Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Deletion
1924 Deletion Unstressed Lexical Mono Nasal Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Deletion
1925 Deletion Unstressed Lexical Mono Nasal Vowel PHAM91 1991 M Student Student Vowel 21.553406 Young Young_M t Deletion
1926 Deletion Unstressed Lexical Mono Nasal Vowel ROLF91 1991 F Student Student Vowel 21.553406 Young Young_F t Deletion
1927 Realized Unstressed Lexical Mono Stop Vowel ARSM91 1991 M Educated White Vowel 21.553406 Young Young_M t T
1928 Deletion Unstressed Lexical Mono Stop Vowel BEAM91 1991 M Student Student Vowel 21.553406 Young Young_M t Deletion
1929 Realized Unstressed Lexical Mono Stop Vowel BOUF65 1965 F Educated White Vowel -4.446594 Middle Middle_F t T
1930 Realized Unstressed Lexical Mono Stop Vowel CARM91 1991 M Student Student Vowel 21.553406 Young Young_M t Affricate
1931 Deletion Unstressed Lexical Mono Stop Vowel CHIF55 1955 F Educated White Vowel -14.446594 Middle Middle_F t Deletion
1932 Realized Unstressed Lexical Mono Stop Vowel CHIF55 1955 F Educated White Vowel -14.446594 Middle Middle_F t T
1933 Realized Unstressed Lexical Mono Stop Vowel CLAF52 1952 F Educated Service Vowel -17.446594 Middle Middle_F t T
1934 Deletion Unstressed Lexical Mono Stop Vowel CLAM73 1973 M Not Educated Blue Vowel 3.553406 Middle Middle_M t Deletion
1935 Realized Unstressed Lexical Mono Stop Vowel CLAM73 1973 M Not Educated Blue Vowel 3.553406 Middle Middle_M t Fricative
1936 Deletion Unstressed Lexical Mono Stop Vowel CONM89 1989 M Educated Service Vowel 19.553406 Young Young_M t Deletion
1937 Deletion Unstressed Lexical Mono Stop Vowel DAVM90 1990 M Educated Service Vowel 20.553406 Young Young_M t Deletion
1938 Realized Unstressed Lexical Mono Stop Vowel DELF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
1939 Deletion Unstressed Lexical Mono Stop Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F t Deletion
1940 Realized Unstressed Lexical Mono Stop Vowel DONM53 1953 M Educated Service Vowel -16.446594 Middle Middle_M t T
1941 Realized Unstressed Lexical Mono Stop Vowel DONM58 1958 M Not Educated Service Vowel -11.446594 Middle Middle_M t T
1942 Realized Unstressed Lexical Mono Stop Vowel DOUF46 1946 F Educated Service Vowel -23.446594 Middle Middle_F t T
1943 Realized Unstressed Lexical Mono Stop Vowel ELLF29 1929 F Not Educated Service Vowel -40.446594 Old Old_F t T
1944 Realized Unstressed Lexical Mono Stop Vowel ELLF61 1961 F Educated White Vowel -8.446594 Middle Middle_F t T
1945 Realized Unstressed Lexical Mono Stop Vowel EVAF92 1992 F Student Student Vowel 22.553406 Young Young_F t T
1946 Realized Unstressed Lexical Mono Stop Vowel FRAM93 1993 M Student Student Vowel 23.553406 Young Young_M t T
1947 Realized Unstressed Lexical Mono Stop Vowel GARF37 1937 F Not Educated Service Vowel -32.446594 Old Old_F t T
1948 Realized Unstressed Lexical Mono Stop Vowel GARM42 1942 M Not Educated Blue Vowel -27.446594 Old Old_M t Fricative
1949 Deletion Unstressed Lexical Mono Stop Vowel GAVF93 1993 F Student Student Vowel 23.553406 Young Young_F t Deletion
1950 Realized Unstressed Lexical Mono Stop Vowel GAVM90 1990 M Not Educated Blue Vowel 20.553406 Young Young_M t T
1951 Realized Unstressed Lexical Mono Stop Vowel GOUM91 1991 M Student Student Vowel 21.553406 Young Young_M t Fricative
1952 Realized Unstressed Lexical Mono Stop Vowel GREF22 1922 F Not Educated Service Vowel -47.446594 Old Old_F t T
1953 Deletion Unstressed Lexical Mono Stop Vowel GREM45 1945 M Not Educated Blue Vowel -24.446594 Middle Middle_M t Deletion
1954 Deletion Unstressed Lexical Mono Stop Vowel HAWM90 1990 M Not Educated Blue Vowel 20.553406 Young Young_M t Deletion
1955 Deletion Unstressed Lexical Mono Stop Vowel HOLM52 1952 M Not Educated Blue Vowel -17.446594 Middle Middle_M t Deletion
1956 Realized Unstressed Lexical Mono Stop Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Flap
1957 Realized Unstressed Lexical Mono Stop Vowel INGM87 1987 M Educated Service Vowel 17.553406 Young Young_M t T
1958 Realized Unstressed Lexical Mono Stop Vowel JOCF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
1959 Realized Unstressed Lexical Mono Stop Vowel JOYF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
1960 Realized Unstressed Lexical Mono Stop Vowel KAYF29 1929 F Not Educated Service Vowel -40.446594 Old Old_F t T
1961 Realized Unstressed Lexical Mono Stop Vowel KAYM29 1929 M Not Educated Blue Vowel -40.446594 Old Old_M t T
1962 Realized Unstressed Lexical Mono Stop Vowel LATF53 1953 F Educated Service Vowel -16.446594 Middle Middle_F t T
1963 Realized Unstressed Lexical Mono Stop Vowel LELM91 1991 M Student Student Vowel 21.553406 Young Young_M t T
1964 Realized Unstressed Lexical Mono Stop Vowel LEOF66 1966 F Educated White Vowel -3.446594 Middle Middle_F t Glottal Stop
1965 Realized Unstressed Lexical Mono Stop Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Affricate
1966 Realized Unstressed Lexical Mono Stop Vowel MOFM55 1955 M Educated White Vowel -14.446594 Middle Middle_M t T
1967 Realized Unstressed Lexical Mono Stop Vowel MORF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
1968 Deletion Unstressed Lexical Mono Stop Vowel NATF84 1984 F Educated Service Vowel 14.553406 Young Young_F t Deletion
1969 Realized Unstressed Lexical Mono Stop Vowel NEIF49 1949 F Educated Service Vowel -20.446594 Middle Middle_F t T
1970 Realized Unstressed Lexical Mono Stop Vowel PEIF57 1957 F Educated White Vowel -12.446594 Middle Middle_F t T
1971 Deletion Unstressed Lexical Mono Stop Vowel PHAM91 1991 M Student Student Vowel 21.553406 Young Young_M t Deletion
1972 Realized Unstressed Lexical Mono Stop Vowel ROBM64 1964 M Educated Service Vowel -5.446594 Middle Middle_M t T
1973 Deletion Unstressed Lexical Mono Stop Vowel ROLF91 1991 F Student Student Vowel 21.553406 Young Young_F t Deletion
1974 Realized Unstressed Lexical Mono Stop Vowel RUDF73 1973 F Educated Service Vowel 3.553406 Middle Middle_F t T
1975 Deletion Unstressed Lexical Mono Stop Vowel SAMF61 1961 F Educated White Vowel -8.446594 Middle Middle_F t Deletion
1976 Realized Unstressed Lexical Mono Stop Vowel SILM90 1990 M Not Educated Service Vowel 20.553406 Young Young_M t T
1977 Realized Unstressed Lexical Mono Stop Vowel SMIF58 1958 F Not Educated Service Vowel -11.446594 Middle Middle_F t T
1978 Deletion Unstressed Lexical Mono Stop Vowel SMIM61 1961 M Not Educated Blue Vowel -8.446594 Middle Middle_M t Deletion
1979 Realized Unstressed Lexical Mono Stop Vowel STEF99 1999 F Student Student Vowel 29.553406 Young Young_F t Ejective
1980 Realized Unstressed Lexical Mono Stop Vowel STEM42 1942 M Not Educated Service Vowel -27.446594 Old Old_M t Ejective
1981 Deletion Unstressed Lexical Mono Stop Vowel TAMF91 1991 F Student Student Vowel 21.553406 Young Young_F t Deletion
1982 Deletion Unstressed Lexical Mono Stop Vowel VICF91 1991 F Student Student Vowel 21.553406 Young Young_F t Deletion
1983 Realized Unstressed Lexical Mono Stop Vowel VIKF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
1984 Deletion Stressed Function Mono Nasal H DONF15 1915 F Not Educated Service Consonant -54.446594 Old Old_F t Deletion
1985 Deletion Stressed Function Mono Nasal Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Deletion
1986 Deletion Stressed Function Mono Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Deletion
1987 Deletion Stressed Function Mono Nasal H MARM92 1992 M Student Student Consonant 22.553406 Young Young_M t Deletion
1988 Deletion Stressed Function Mono Nasal Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Deletion
2141 Realized Unstressed Lexical Mono Liquid Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d D
2174 Realized Unstressed Lexical Mono Nasal Pause DONF15 1915 F Not Educated Service Pause -54.446594 Old Old_F t Fricative
2177 Realized Stressed Lexical Mono Stop Consonant ARSM91 1991 M Educated White Consonant 21.553406 Young Young_M t T
2178 Deletion Stressed Lexical Mono Stop Consonant BOUF65 1965 F Educated White Consonant -4.446594 Middle Middle_F d Deletion
2179 Realized Stressed Lexical Mono Stop Consonant CARM91 1991 M Student Student Consonant 21.553406 Young Young_M t Affricate
2180 Realized Stressed Lexical Mono Stop Consonant CHIF55 1955 F Educated White Consonant -14.446594 Middle Middle_F t T
2181 Deletion Stressed Lexical Mono Stop Consonant CLAF52 1952 F Educated Service Consonant -17.446594 Middle Middle_F t Deletion
2182 Deletion Stressed Lexical Mono Stop Consonant CONM89 1989 M Educated Service Consonant 19.553406 Young Young_M t Deletion
2183 Realized Stressed Lexical Mono Stop Consonant DELF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
2184 Deletion Stressed Lexical Mono Stop Consonant DONM53 1953 M Educated Service Consonant -16.446594 Middle Middle_M t Deletion
2185 Realized Stressed Lexical Mono Stop Consonant DONM58 1958 M Not Educated Service Consonant -11.446594 Middle Middle_M t T
2186 Deletion Stressed Lexical Mono Stop Consonant DOUF46 1946 F Educated Service Consonant -23.446594 Middle Middle_F t Deletion
2187 Realized Stressed Lexical Mono Stop Consonant EVAF92 1992 F Student Student Consonant 22.553406 Young Young_F t T
2188 Realized Stressed Lexical Mono Stop Consonant FRAM93 1993 M Student Student Consonant 23.553406 Young Young_M t T
2189 Deletion Stressed Lexical Mono Stop Consonant GARF37 1937 F Not Educated Service Consonant -32.446594 Old Old_F t Deletion
2190 Realized Stressed Lexical Mono Stop Consonant GAVF93 1993 F Student Student Consonant 23.553406 Young Young_F t T
2191 Deletion Stressed Lexical Mono Stop Consonant GAVM90 1990 M Not Educated Blue Consonant 20.553406 Young Young_M t Deletion
2192 Realized Stressed Lexical Mono Stop Consonant GOUM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
2193 Deletion Stressed Lexical Mono Stop Consonant GREF22 1922 F Not Educated Service Consonant -47.446594 Old Old_F t Deletion
2194 Realized Stressed Lexical Mono Stop Consonant GREM45 1945 M Not Educated Blue Consonant -24.446594 Middle Middle_M t T
2195 Deletion Stressed Lexical Mono Stop Consonant HAWM90 1990 M Not Educated Blue Consonant 20.553406 Young Young_M t Deletion
2196 Deletion Stressed Lexical Mono Stop Consonant HOLF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t Deletion
2197 Deletion Stressed Lexical Mono Stop Consonant HOLM52 1952 M Not Educated Blue Consonant -17.446594 Middle Middle_M t Deletion
2198 Deletion Stressed Lexical Mono Stop Consonant INGM84 1984 M Educated Service Consonant 14.553406 Young Young_M t Deletion
2199 Realized Stressed Lexical Mono Stop Consonant INGM87 1987 M Educated Service Consonant 17.553406 Young Young_M t T
2200 Realized Stressed Lexical Mono Stop Consonant JOCF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
2201 Realized Stressed Lexical Mono Stop Consonant JOYF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
2202 Realized Stressed Lexical Mono Stop Consonant KAYF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t T
2203 Realized Stressed Lexical Mono Stop Consonant KAYM29 1929 M Not Educated Blue Consonant -40.446594 Old Old_M t T
2204 Realized Stressed Lexical Mono Stop Consonant LATF53 1953 F Educated Service Consonant -16.446594 Middle Middle_F t T
2205 Deletion Stressed Lexical Mono Stop Consonant LEOF66 1966 F Educated White Consonant -3.446594 Middle Middle_F t Deletion
2206 Deletion Stressed Lexical Mono Stop Consonant MARM92 1992 M Student Student Consonant 22.553406 Young Young_M t Deletion
2207 Realized Stressed Lexical Mono Stop Consonant MOFM55 1955 M Educated White Consonant -14.446594 Middle Middle_M t Glottal Stop
2208 Realized Stressed Lexical Mono Stop Consonant MORF91 1991 F Student Student Consonant 21.553406 Young Young_F t Glottal Stop
2209 Deletion Stressed Lexical Mono Stop Consonant NATF84 1984 F Educated Service Consonant 14.553406 Young Young_F t Deletion
2210 Realized Stressed Lexical Mono Stop Consonant NEIF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t T
2211 Deletion Stressed Lexical Mono Stop Consonant PEIF57 1957 F Educated White Consonant -12.446594 Middle Middle_F t Deletion
2212 Deletion Stressed Lexical Mono Stop Consonant PHAM91 1991 M Student Student Consonant 21.553406 Young Young_M t Deletion
2213 Deletion Stressed Lexical Mono Stop Consonant ROBM64 1964 M Educated Service Consonant -5.446594 Middle Middle_M t Deletion
2214 Deletion Stressed Lexical Mono Stop Consonant ROLF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2215 Deletion Stressed Lexical Mono Stop Consonant RUDF73 1973 F Educated Service Consonant 3.553406 Middle Middle_F t Deletion
2216 Deletion Stressed Lexical Mono Stop Consonant SAMF61 1961 F Educated White Consonant -8.446594 Middle Middle_F t Deletion
2217 Realized Stressed Lexical Mono Stop Consonant SILM90 1990 M Not Educated Service Consonant 20.553406 Young Young_M t T
2218 Deletion Stressed Lexical Mono Stop Consonant SMIF58 1958 F Not Educated Service Consonant -11.446594 Middle Middle_F t Deletion
2219 Deletion Stressed Lexical Mono Stop Consonant SMIM61 1961 M Not Educated Blue Consonant -8.446594 Middle Middle_M t Deletion
2220 Realized Stressed Lexical Mono Stop Consonant STEF99 1999 F Student Student Consonant 29.553406 Young Young_F t T
2221 Deletion Stressed Lexical Mono Stop Consonant STEM42 1942 M Not Educated Service Consonant -27.446594 Old Old_M t Deletion
2222 Deletion Stressed Lexical Mono Stop Consonant VICF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2223 Deletion Stressed Lexical Mono Stop Consonant VIKF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2261 Deletion Stressed Function Mono Stop Pause DONF15 1915 F Not Educated Service Pause -54.446594 Old Old_F t Deletion
2262 Realized Stressed Function Mono Stop Pause DONF15 1915 F Not Educated Service Pause -54.446594 Old Old_F t T
2263 Realized Stressed Lexical Mono S Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M t Fricative
2264 Realized Stressed Lexical Mono S Pause BEAM91 1991 M Student Student Pause 21.553406 Young Young_M t T
2265 Realized Stressed Lexical Mono S Pause CARM91 1991 M Student Student Pause 21.553406 Young Young_M t Affricate
2266 Deletion Stressed Lexical Mono S Pause DAVM90 1990 M Educated Service Pause 20.553406 Young Young_M t Deletion
2267 Realized Stressed Lexical Mono S Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F t T
2268 Realized Stressed Lexical Mono S Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F t T
2269 Realized Stressed Lexical Mono S Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M t Fricative
2270 Deletion Stressed Lexical Mono S Pause GAVF93 1993 F Student Student Pause 23.553406 Young Young_F t Deletion
2271 Realized Stressed Lexical Mono S Pause GOUM91 1991 M Student Student Pause 21.553406 Young Young_M t T
2272 Deletion Stressed Lexical Mono S Pause HAWM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
2273 Realized Stressed Lexical Mono S Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F t T
2274 Realized Stressed Lexical Mono S Pause LELM91 1991 M Student Student Pause 21.553406 Young Young_M t T
2275 Deletion Stressed Lexical Mono S Pause MORF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
2276 Deletion Stressed Lexical Mono S Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M t Deletion
2277 Realized Stressed Lexical Mono S Pause PHAM91 1991 M Student Student Pause 21.553406 Young Young_M t Fricative
2278 Realized Stressed Lexical Mono S Pause ROLF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
2279 Realized Stressed Lexical Mono S Pause SILM90 1990 M Not Educated Service Pause 20.553406 Young Young_M t Affricate
2280 Deletion Stressed Lexical Mono S Pause TAMF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
2281 Deletion Stressed Lexical Mono S Pause VICF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
2282 Realized Stressed Lexical Mono S Pause VIKF91 1991 F Student Student Pause 21.553406 Young Young_F t T
2283 Deletion Stressed Lexical Semi-Weak Liquid Consonant ARSM91 1991 M Educated White Consonant 21.553406 Young Young_M t Deletion
2284 Realized Stressed Lexical Semi-Weak Liquid Consonant BOUF65 1965 F Educated White Consonant -4.446594 Middle Middle_F t Affricate
2285 Deletion Stressed Lexical Semi-Weak Liquid Consonant BOUF65 1965 F Educated White Consonant -4.446594 Middle Middle_F t Deletion
2286 Deletion Stressed Lexical Semi-Weak Liquid Consonant CARM91 1991 M Student Student Consonant 21.553406 Young Young_M t Deletion
2287 Realized Stressed Lexical Semi-Weak Liquid Consonant CHIF55 1955 F Educated White Consonant -14.446594 Middle Middle_F t T
2288 Deletion Stressed Lexical Semi-Weak Liquid Consonant CHIF55 1955 F Educated White Consonant -14.446594 Middle Middle_F t Deletion
2289 Deletion Stressed Lexical Semi-Weak Liquid Consonant CLAF52 1952 F Educated Service Consonant -17.446594 Middle Middle_F t Deletion
2290 Deletion Stressed Lexical Semi-Weak Liquid Consonant CLAF52 1952 F Educated Service Consonant -17.446594 Middle Middle_F t Deletion
2291 Deletion Stressed Lexical Semi-Weak Liquid Consonant DELF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2292 Deletion Stressed Lexical Semi-Weak Liquid Consonant DONM53 1953 M Educated Service Consonant -16.446594 Middle Middle_M t Deletion
2293 Deletion Stressed Lexical Semi-Weak Liquid Consonant DONM53 1953 M Educated Service Consonant -16.446594 Middle Middle_M t Deletion
2294 Deletion Stressed Lexical Semi-Weak Liquid Consonant DONM58 1958 M Not Educated Service Consonant -11.446594 Middle Middle_M t Deletion
2295 Deletion Stressed Lexical Semi-Weak Liquid Consonant DONM58 1958 M Not Educated Service Consonant -11.446594 Middle Middle_M t Deletion
2296 Deletion Stressed Lexical Semi-Weak Liquid Consonant DOUF46 1946 F Educated Service Consonant -23.446594 Middle Middle_F t Deletion
2297 Deletion Stressed Lexical Semi-Weak Liquid Consonant DOUF46 1946 F Educated Service Consonant -23.446594 Middle Middle_F t Deletion
2298 Deletion Stressed Lexical Semi-Weak Liquid Consonant ELLF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t Deletion
2299 Deletion Stressed Lexical Semi-Weak Liquid Consonant ELLF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t Deletion
2300 Deletion Stressed Lexical Semi-Weak Liquid Consonant ELLF61 1961 F Educated White Consonant -8.446594 Middle Middle_F t Deletion
2301 Deletion Stressed Lexical Semi-Weak Liquid Consonant EVAF92 1992 F Student Student Consonant 22.553406 Young Young_F t Deletion
2302 Deletion Stressed Lexical Semi-Weak Liquid Consonant FRAM93 1993 M Student Student Consonant 23.553406 Young Young_M t Deletion
2303 Deletion Stressed Lexical Semi-Weak Liquid Consonant GARF37 1937 F Not Educated Service Consonant -32.446594 Old Old_F t Deletion
2304 Realized Stressed Lexical Semi-Weak Liquid Consonant GARM42 1942 M Not Educated Blue Consonant -27.446594 Old Old_M t T
2305 Deletion Stressed Lexical Semi-Weak Liquid Consonant GAVF93 1993 F Student Student Consonant 23.553406 Young Young_F t Deletion
2306 Deletion Stressed Lexical Semi-Weak Liquid Consonant GAVM90 1990 M Not Educated Blue Consonant 20.553406 Young Young_M t Deletion
2307 Deletion Stressed Lexical Semi-Weak Liquid Consonant GOUM91 1991 M Student Student Consonant 21.553406 Young Young_M t Deletion
2308 Deletion Stressed Lexical Semi-Weak Liquid Consonant GREM45 1945 M Not Educated Blue Consonant -24.446594 Middle Middle_M t Deletion
2309 Deletion Stressed Lexical Semi-Weak Liquid Consonant HAWM90 1990 M Not Educated Blue Consonant 20.553406 Young Young_M t Deletion
2310 Deletion Stressed Lexical Semi-Weak Liquid Consonant HOLF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t Deletion
2311 Deletion Stressed Lexical Semi-Weak Liquid Consonant HOLF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t Deletion
2312 Deletion Stressed Lexical Semi-Weak Liquid Consonant HOLM52 1952 M Not Educated Blue Consonant -17.446594 Middle Middle_M t Deletion
2313 Deletion Stressed Lexical Semi-Weak Liquid Consonant HOLM52 1952 M Not Educated Blue Consonant -17.446594 Middle Middle_M t Deletion
2314 Deletion Stressed Lexical Semi-Weak Liquid Consonant INGM84 1984 M Educated Service Consonant 14.553406 Young Young_M t Deletion
2315 Deletion Stressed Lexical Semi-Weak Liquid Consonant INGM84 1984 M Educated Service Consonant 14.553406 Young Young_M t Deletion
2316 Deletion Stressed Lexical Semi-Weak Liquid Consonant INGM87 1987 M Educated Service Consonant 17.553406 Young Young_M t Deletion
2317 Deletion Stressed Lexical Semi-Weak Liquid Consonant INGM87 1987 M Educated Service Consonant 17.553406 Young Young_M t Deletion
2318 Deletion Stressed Lexical Semi-Weak Liquid Consonant JOCF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2319 Deletion Stressed Lexical Semi-Weak Liquid Consonant KAYF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t Deletion
2320 Deletion Stressed Lexical Semi-Weak Liquid Consonant KAYF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t Deletion
2321 Deletion Stressed Lexical Semi-Weak Liquid Consonant KAYM29 1929 M Not Educated Blue Consonant -40.446594 Old Old_M t Deletion
2322 Deletion Stressed Lexical Semi-Weak Liquid Consonant KAYM29 1929 M Not Educated Blue Consonant -40.446594 Old Old_M t Deletion
2323 Realized Stressed Lexical Semi-Weak Liquid Consonant LATF53 1953 F Educated Service Consonant -16.446594 Middle Middle_F t Fricative
2324 Realized Stressed Lexical Semi-Weak Liquid Consonant LATF53 1953 F Educated Service Consonant -16.446594 Middle Middle_F t T
2325 Deletion Stressed Lexical Semi-Weak Liquid Consonant LEOF66 1966 F Educated White Consonant -3.446594 Middle Middle_F t Deletion
2326 Deletion Stressed Lexical Semi-Weak Liquid Consonant LEOF66 1966 F Educated White Consonant -3.446594 Middle Middle_F t Deletion
2327 Deletion Stressed Lexical Semi-Weak Liquid Consonant MARM92 1992 M Student Student Consonant 22.553406 Young Young_M t Deletion
2328 Deletion Stressed Lexical Semi-Weak Liquid Consonant MOFM55 1955 M Educated White Consonant -14.446594 Middle Middle_M t Deletion
2329 Deletion Stressed Lexical Semi-Weak Liquid Consonant NATF84 1984 F Educated Service Consonant 14.553406 Young Young_F t Deletion
2330 Deletion Stressed Lexical Semi-Weak Liquid Consonant NATF84 1984 F Educated Service Consonant 14.553406 Young Young_F t Deletion
2331 Deletion Stressed Lexical Semi-Weak Liquid Consonant NEIF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t Deletion
2332 Realized Stressed Lexical Semi-Weak Liquid Consonant PEIF57 1957 F Educated White Consonant -12.446594 Middle Middle_F t Fricative
2333 Deletion Stressed Lexical Semi-Weak Liquid Consonant PEIF57 1957 F Educated White Consonant -12.446594 Middle Middle_F t Deletion
2334 Realized Stressed Lexical Semi-Weak Liquid Consonant PHAM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
2335 Deletion Stressed Lexical Semi-Weak Liquid Consonant ROBM64 1964 M Educated Service Consonant -5.446594 Middle Middle_M t Deletion
2336 Deletion Stressed Lexical Semi-Weak Liquid Consonant ROBM64 1964 M Educated Service Consonant -5.446594 Middle Middle_M t Deletion
2337 Realized Stressed Lexical Semi-Weak Liquid Consonant ROLF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
2338 Deletion Stressed Lexical Semi-Weak Liquid Consonant RUDF73 1973 F Educated Service Consonant 3.553406 Middle Middle_F t Deletion
2339 Deletion Stressed Lexical Semi-Weak Liquid Consonant RUDF73 1973 F Educated Service Consonant 3.553406 Middle Middle_F t Deletion
2340 Deletion Stressed Lexical Semi-Weak Liquid Consonant SAMF61 1961 F Educated White Consonant -8.446594 Middle Middle_F t Deletion
2341 Deletion Stressed Lexical Semi-Weak Liquid Consonant SAMF61 1961 F Educated White Consonant -8.446594 Middle Middle_F t Deletion
2342 Deletion Stressed Lexical Semi-Weak Liquid Consonant SILM90 1990 M Not Educated Service Consonant 20.553406 Young Young_M t Deletion
2343 Realized Stressed Lexical Semi-Weak Liquid Consonant SMIF58 1958 F Not Educated Service Consonant -11.446594 Middle Middle_F t T
2344 Deletion Stressed Lexical Semi-Weak Liquid Consonant SMIF58 1958 F Not Educated Service Consonant -11.446594 Middle Middle_F t Deletion
2345 Deletion Stressed Lexical Semi-Weak Liquid Consonant SMIM61 1961 M Not Educated Blue Consonant -8.446594 Middle Middle_M t Deletion
2346 Realized Stressed Lexical Semi-Weak Liquid Consonant STEF99 1999 F Student Student Consonant 29.553406 Young Young_F t Glottal Stop
2347 Deletion Stressed Lexical Semi-Weak Liquid Consonant STEF99 1999 F Student Student Consonant 29.553406 Young Young_F t Deletion
2348 Deletion Stressed Lexical Semi-Weak Liquid Consonant STEM42 1942 M Not Educated Service Consonant -27.446594 Old Old_M t Deletion
2349 Deletion Stressed Lexical Semi-Weak Liquid Consonant STEM42 1942 M Not Educated Service Consonant -27.446594 Old Old_M t Deletion
2350 Deletion Stressed Lexical Semi-Weak Liquid Consonant VICF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2351 Deletion Stressed Lexical Semi-Weak Liquid Consonant VIKF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2352 Realized Stressed Lexical Mono S Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Fricative
2353 Realized Stressed Lexical Mono S Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t T
2409 Deletion Stressed Lexical Mono Nasal Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d Deletion
2410 Deletion Stressed Lexical Mono Nasal Vowel GARM85 1985 M Educated White Vowel 15.553406 Young Young_M d Deletion
2411 Deletion Stressed Lexical Mono Nasal Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M d Deletion
2412 Deletion Stressed Lexical Mono Nasal Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M d Deletion
2413 Deletion Stressed Lexical Mono Nasal Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M d Deletion
2414 Realized Stressed Function Mono Nasal Vowel LEOF66 1966 F Educated White Vowel -3.446594 Middle Middle_F d Flap
2415 Deletion Stressed Lexical Mono Nasal Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M d Deletion
2416 Deletion Stressed Lexical Mono Nasal Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M d Deletion
2417 Realized Unstressed Lexical Past Other Fricative Vowel GARF16 1916 F Not Educated Service Vowel -53.446594 Old Old_F t Fricative
2418 Realized Stressed Lexical Past Liquid Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M d Fricative
2419 Deletion Stressed Lexical Mono S Consonant ARSM91 1991 M Educated White Consonant 21.553406 Young Young_M t Deletion
2420 Deletion Stressed Lexical Mono S Consonant BEAM91 1991 M Student Student Consonant 21.553406 Young Young_M t Deletion
2421 Deletion Stressed Lexical Mono S Consonant BOUF65 1965 F Educated White Consonant -4.446594 Middle Middle_F t Deletion
2422 Deletion Stressed Lexical Mono S Consonant CARM91 1991 M Student Student Consonant 21.553406 Young Young_M t Deletion
2423 Deletion Stressed Lexical Mono S Consonant CHIF55 1955 F Educated White Consonant -14.446594 Middle Middle_F t Deletion
2424 Deletion Stressed Lexical Mono S Consonant CLAF52 1952 F Educated Service Consonant -17.446594 Middle Middle_F t Deletion
2425 Deletion Stressed Lexical Mono S Consonant CONM89 1989 M Educated Service Consonant 19.553406 Young Young_M t Deletion
2426 Deletion Stressed Lexical Mono S Consonant DELF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2427 Deletion Stressed Lexical Mono S Consonant DONM53 1953 M Educated Service Consonant -16.446594 Middle Middle_M t Deletion
2428 Deletion Stressed Lexical Mono S Consonant DONM58 1958 M Not Educated Service Consonant -11.446594 Middle Middle_M t Deletion
2429 Deletion Stressed Lexical Mono S Consonant DOUF46 1946 F Educated Service Consonant -23.446594 Middle Middle_F t Deletion
2430 Deletion Stressed Lexical Mono S Consonant ELLF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t Deletion
2431 Deletion Stressed Lexical Mono S Consonant ELLF61 1961 F Educated White Consonant -8.446594 Middle Middle_F t Deletion
2432 Deletion Stressed Lexical Mono S Consonant EVAF92 1992 F Student Student Consonant 22.553406 Young Young_F t Deletion
2433 Deletion Stressed Lexical Mono S Consonant FRAM93 1993 M Student Student Consonant 23.553406 Young Young_M t Deletion
2434 Deletion Stressed Lexical Mono S Consonant GARF37 1937 F Not Educated Service Consonant -32.446594 Old Old_F t Deletion
2435 Deletion Stressed Lexical Mono S Consonant GARM42 1942 M Not Educated Blue Consonant -27.446594 Old Old_M t Deletion
2436 Deletion Stressed Lexical Mono S Consonant GAVF93 1993 F Student Student Consonant 23.553406 Young Young_F t Deletion
2437 Deletion Stressed Lexical Mono S Consonant GAVM90 1990 M Not Educated Blue Consonant 20.553406 Young Young_M t Deletion
2438 Realized Stressed Lexical Mono S Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t T
2439 Deletion Stressed Lexical Mono S Consonant GOUM91 1991 M Student Student Consonant 21.553406 Young Young_M t Deletion
2440 Deletion Stressed Lexical Mono S Consonant GREF22 1922 F Not Educated Service Consonant -47.446594 Old Old_F t Deletion
2441 Realized Stressed Lexical Mono S Consonant GREM45 1945 M Not Educated Blue Consonant -24.446594 Middle Middle_M t T
2442 Deletion Stressed Lexical Mono S Consonant GREM45 1945 M Not Educated Blue Consonant -24.446594 Middle Middle_M t Deletion
2443 Deletion Stressed Lexical Mono S Consonant HAWM90 1990 M Not Educated Blue Consonant 20.553406 Young Young_M t Deletion
2444 Deletion Stressed Lexical Mono S Consonant HOLF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t Deletion
2445 Deletion Stressed Lexical Mono S Consonant HOLM52 1952 M Not Educated Blue Consonant -17.446594 Middle Middle_M t Deletion
2446 Deletion Stressed Lexical Mono S Consonant INGM84 1984 M Educated Service Consonant 14.553406 Young Young_M t Deletion
2447 Deletion Stressed Lexical Mono S Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Deletion
2448 Deletion Stressed Lexical Mono S Consonant INGM87 1987 M Educated Service Consonant 17.553406 Young Young_M t Deletion
2449 Deletion Stressed Lexical Mono S Consonant JOCF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2450 Deletion Stressed Lexical Mono S Consonant JOYF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2451 Deletion Stressed Lexical Mono S Consonant KAYF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t Deletion
2452 Deletion Stressed Lexical Mono S Consonant KAYM29 1929 M Not Educated Blue Consonant -40.446594 Old Old_M t Deletion
2453 Realized Stressed Lexical Mono S Consonant LATF53 1953 F Educated Service Consonant -16.446594 Middle Middle_F t T
2454 Realized Stressed Lexical Mono S Consonant LEOF66 1966 F Educated White Consonant -3.446594 Middle Middle_F t T
2455 Deletion Stressed Lexical Mono S Consonant MARM92 1992 M Student Student Consonant 22.553406 Young Young_M t Deletion
2456 Deletion Stressed Lexical Mono S Consonant MOFM55 1955 M Educated White Consonant -14.446594 Middle Middle_M t Deletion
2457 Deletion Stressed Lexical Mono S Consonant MORF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2458 Deletion Stressed Lexical Mono S Consonant NATF84 1984 F Educated Service Consonant 14.553406 Young Young_F t Deletion
2459 Deletion Stressed Lexical Mono S Consonant NEIF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t Deletion
2460 Realized Stressed Lexical Mono S Consonant PEIF57 1957 F Educated White Consonant -12.446594 Middle Middle_F t T
2461 Deletion Stressed Lexical Mono S Consonant PHAM91 1991 M Student Student Consonant 21.553406 Young Young_M t Deletion
2462 Deletion Stressed Lexical Mono S Consonant ROBM64 1964 M Educated Service Consonant -5.446594 Middle Middle_M t Deletion
2463 Deletion Stressed Lexical Mono S Consonant ROLF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2464 Deletion Stressed Lexical Mono S Consonant RUDF73 1973 F Educated Service Consonant 3.553406 Middle Middle_F t Deletion
2465 Deletion Stressed Lexical Mono S Consonant SAMF61 1961 F Educated White Consonant -8.446594 Middle Middle_F t Deletion
2466 Deletion Stressed Lexical Mono S Consonant SILM90 1990 M Not Educated Service Consonant 20.553406 Young Young_M t Deletion
2467 Deletion Stressed Lexical Mono S Consonant SMIF58 1958 F Not Educated Service Consonant -11.446594 Middle Middle_F t Deletion
2468 Deletion Stressed Lexical Mono S Consonant SMIM61 1961 M Not Educated Blue Consonant -8.446594 Middle Middle_M t Deletion
2469 Deletion Stressed Lexical Mono S Consonant STEF99 1999 F Student Student Consonant 29.553406 Young Young_F t Deletion
2470 Deletion Stressed Lexical Mono S Consonant STEM42 1942 M Not Educated Service Consonant -27.446594 Old Old_M t Deletion
2471 Deletion Stressed Lexical Mono S Consonant TAMF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2472 Deletion Stressed Lexical Mono S Consonant VICF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2473 Deletion Stressed Lexical Mono S Consonant VIKF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
2475 Deletion Unstressed Lexical Mono Nasal Vowel INGM87 1987 M Educated Service Vowel 17.553406 Young Young_M t Deletion
2678 Realized Stressed Function Mono Liquid Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Fricative
2681 Realized Stressed Lexical Semi-Weak Nasal Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F d T
2682 Realized Stressed Lexical Semi-Weak Nasal Pause EVAF92 1992 F Student Student Pause 22.553406 Young Young_F d T
2683 Realized Stressed Lexical Semi-Weak Nasal Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F d T
2684 Realized Stressed Lexical Semi-Weak Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
2685 Realized Stressed Lexical Semi-Weak Nasal Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d D
2686 Realized Stressed Lexical Semi-Weak Nasal Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d D
2687 Deletion Stressed Lexical Semi-Weak Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M d Deletion
2688 Realized Stressed Lexical Semi-Weak Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M d D
2724 Realized Unstressed Lexical Mono Nasal Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F t T
2725 Realized Unstressed Lexical Mono Nasal Vowel GARM85 1985 M Educated White Vowel 15.553406 Young Young_M t Glottal Stop
2726 Realized Stressed Lexical Mono Nasal Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F d D
2746 Realized Stressed Lexical Mono S Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Affricate
2747 Realized Stressed Lexical Mono S Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t T
2830 Realized Stressed Lexical Mono Liquid Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
2885 Deletion Stressed Lexical Mono Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M d Deletion
3035 Realized Stressed Lexical Mono Nasal Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F d D
3036 Realized Stressed Lexical Mono Nasal Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F d T
3037 Deletion Stressed Lexical Mono Nasal Pause GREF22 1922 F Not Educated Service Pause -47.446594 Old Old_F d Deletion
3038 Realized Stressed Lexical Mono Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
3039 Realized Stressed Lexical Mono Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M d D
3040 Realized Stressed Lexical Mono Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M d Glottal Stop
3041 Realized Stressed Lexical Mono Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M d D
3076 Realized Stressed Lexical Mono Liquid Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t T
3251 Realized Stressed Lexical Mono Nasal Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Affricate
3254 Deletion Unstressed Lexical Past Nasal Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M d Deletion
3255 Deletion Unstressed Lexical Past Nasal Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d Deletion
3316 Deletion Unstressed Function Mono Nasal Pause LEOF66 1966 F Educated White Pause -3.446594 Middle Middle_F t Deletion
3415 Realized Stressed Lexical Past Liquid Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Affricate
3416 Realized Stressed Lexical Past Liquid Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d Fricative
3417 Realized Stressed Lexical Semi-Weak Liquid Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F d Flap
3418 Realized Stressed Lexical Semi-Weak Liquid Vowel LEOF66 1966 F Educated White Vowel -3.446594 Middle Middle_F d Flap
3419 Realized Stressed Lexical Mono Liquid H GARF87 1987 F Educated White Consonant 17.553406 Young Young_F t Fricative
3420 Realized Stressed Lexical Mono Liquid H GARF87 1987 F Educated White Consonant 17.553406 Young Young_F t Fricative
3421 Deletion Stressed Lexical Mono Liquid H GARM85 1985 M Educated White Consonant 15.553406 Young Young_M t Deletion
3422 Realized Stressed Lexical Mono Liquid Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Fricative
3518 Realized Stressed Lexical Mono S Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M t Fricative
3519 Realized Stressed Lexical Mono S Pause BEAM91 1991 M Student Student Pause 21.553406 Young Young_M t T
3520 Realized Stressed Lexical Mono S Pause BOUF65 1965 F Educated White Pause -4.446594 Middle Middle_F t Affricate
3521 Realized Stressed Lexical Mono S Pause CARM91 1991 M Student Student Pause 21.553406 Young Young_M t T
3522 Realized Stressed Lexical Mono S Pause CHIF55 1955 F Educated White Pause -14.446594 Middle Middle_F t T
3523 Realized Stressed Lexical Mono S Pause CLAF52 1952 F Educated Service Pause -17.446594 Middle Middle_F t T
3524 Deletion Stressed Lexical Mono S Pause CLAM73 1973 M Not Educated Blue Pause 3.553406 Middle Middle_M t Deletion
3525 Realized Stressed Lexical Mono S Pause DAVM90 1990 M Educated Service Pause 20.553406 Young Young_M t T
3526 Realized Stressed Lexical Mono S Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F t T
3527 Realized Stressed Lexical Mono S Pause DONM41 1941 M Not Educated Blue Pause -28.446594 Old Old_M t T
3528 Realized Stressed Lexical Mono S Pause DONM53 1953 M Educated Service Pause -16.446594 Middle Middle_M t Fricative
3529 Realized Stressed Lexical Mono S Pause DONM58 1958 M Not Educated Service Pause -11.446594 Middle Middle_M t T
3530 Realized Stressed Lexical Mono S Pause DOUF46 1946 F Educated Service Pause -23.446594 Middle Middle_F t Fricative
3531 Realized Stressed Lexical Mono S Pause ELLF29 1929 F Not Educated Service Pause -40.446594 Old Old_F t T
3532 Realized Stressed Lexical Mono S Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F t Fricative
3533 Realized Stressed Lexical Mono S Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M t Fricative
3534 Realized Stressed Lexical Mono S Pause GARF16 1916 F Not Educated Service Pause -53.446594 Old Old_F t Fricative
3535 Realized Stressed Lexical Mono S Pause GARM42 1942 M Not Educated Blue Pause -27.446594 Old Old_M t T
3536 Realized Stressed Lexical Mono S Pause GAVF93 1993 F Student Student Pause 23.553406 Young Young_F t T
3537 Deletion Stressed Lexical Mono S Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
3538 Realized Stressed Lexical Mono S Pause GOUM91 1991 M Student Student Pause 21.553406 Young Young_M t Fricative
3539 Realized Stressed Lexical Mono S Pause GREM45 1945 M Not Educated Blue Pause -24.446594 Middle Middle_M t T
3540 Realized Stressed Lexical Mono S Pause HANF83 1983 F Educated Service Pause 13.553406 Young Young_F t Fricative
3541 Realized Stressed Lexical Mono S Pause HANF83 1983 F Educated Service Pause 13.553406 Young Young_F t Fricative
3542 Deletion Stressed Lexical Mono S Pause HANM57 1957 M Not Educated Blue Pause -12.446594 Middle Middle_M t Deletion
3543 Deletion Stressed Lexical Mono S Pause HAWM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
3544 Realized Stressed Lexical Mono S Pause HOLF49 1949 F Educated Service Pause -20.446594 Middle Middle_F t Affricate
3545 Realized Stressed Lexical Mono S Pause HOLM52 1952 M Not Educated Blue Pause -17.446594 Middle Middle_M t Fricative
3546 Realized Stressed Lexical Mono S Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t Fricative
3547 Realized Stressed Lexical Mono S Pause INGM87 1987 M Educated Service Pause 17.553406 Young Young_M t Fricative
3548 Realized Stressed Lexical Mono S Pause JOCF91 1991 F Student Student Pause 21.553406 Young Young_F t T
3549 Realized Stressed Lexical Mono S Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F t T
3550 Realized Stressed Lexical Mono S Pause KAYF29 1929 F Not Educated Service Pause -40.446594 Old Old_F t Ejective
3551 Realized Stressed Lexical Mono S Pause KAYM29 1929 M Not Educated Blue Pause -40.446594 Old Old_M t Fricative
3552 Realized Stressed Lexical Mono S Pause LATF53 1953 F Educated Service Pause -16.446594 Middle Middle_F t Affricate
3553 Realized Stressed Lexical Mono S Pause LELM91 1991 M Student Student Pause 21.553406 Young Young_M t D
3554 Realized Stressed Lexical Mono S Pause LEOF66 1966 F Educated White Pause -3.446594 Middle Middle_F t T
3555 Deletion Stressed Lexical Mono S Pause MOFM55 1955 M Educated White Pause -14.446594 Middle Middle_M t Deletion
3556 Realized Stressed Lexical Mono S Pause MORF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
3557 Realized Stressed Lexical Mono S Pause NATF84 1984 F Educated Service Pause 14.553406 Young Young_F t T
3558 Realized Stressed Lexical Mono S Pause NEIF49 1949 F Educated Service Pause -20.446594 Middle Middle_F t Fricative
3559 Realized Stressed Lexical Mono S Pause PEIF57 1957 F Educated White Pause -12.446594 Middle Middle_F t Fricative
3560 Realized Stressed Lexical Mono S Pause PHAM91 1991 M Student Student Pause 21.553406 Young Young_M t Fricative
3561 Realized Stressed Lexical Mono S Pause ROBM64 1964 M Educated Service Pause -5.446594 Middle Middle_M t T
3562 Realized Stressed Lexical Mono S Pause ROLF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
3563 Realized Stressed Lexical Mono S Pause RUDF73 1973 F Educated Service Pause 3.553406 Middle Middle_F t Fricative
3564 Realized Stressed Lexical Mono S Pause SILM90 1990 M Not Educated Service Pause 20.553406 Young Young_M t T
3565 Realized Stressed Lexical Mono S Pause SMIF58 1958 F Not Educated Service Pause -11.446594 Middle Middle_F t Fricative
3566 Realized Stressed Lexical Mono S Pause SMIM61 1961 M Not Educated Blue Pause -8.446594 Middle Middle_M t T
3567 Deletion Stressed Lexical Mono S Pause STAM21 1921 M Not Educated Blue Pause -48.446594 Old Old_M t Deletion
3568 Realized Stressed Lexical Mono S Pause STEF99 1999 F Student Student Pause 29.553406 Young Young_F t T
3569 Realized Stressed Lexical Mono S Pause STEM42 1942 M Not Educated Service Pause -27.446594 Old Old_M t Ejective
3570 Realized Stressed Lexical Mono S Pause STEM65 1965 M Not Educated Service Pause -4.446594 Middle Middle_M t Fricative
3571 Realized Stressed Lexical Mono S Pause TAMF91 1991 F Student Student Pause 21.553406 Young Young_F t T
3572 Deletion Stressed Lexical Mono S Pause VICF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
3573 Realized Stressed Lexical Mono S Pause VIKF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
3574 Realized Stressed Lexical Mono Liquid Vowel GARF37 1937 F Not Educated Service Vowel -32.446594 Old Old_F d Flap
3575 Realized Stressed Lexical Mono Liquid Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M d Flap
3576 Realized Stressed Lexical Mono Liquid Vowel PHAM91 1991 M Student Student Vowel 21.553406 Young Young_M d Flap
3577 Realized Stressed Lexical Mono Liquid Vowel ROLF91 1991 F Student Student Vowel 21.553406 Young Young_F d Flap
3642 Deletion Unstressed Lexical Mono Liquid Pause GREF22 1922 F Not Educated Service Pause -47.446594 Old Old_F d Deletion
3651 Deletion Unstressed Lexical Mono Liquid Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d Deletion
3652 Deletion Unstressed Lexical Mono Liquid Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d Deletion
3708 Deletion Unstressed Lexical Mono Nasal Pause DONF15 1915 F Not Educated Service Pause -54.446594 Old Old_F d Deletion
3841 Realized Stressed Lexical Past Nasal Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F d T
3842 Realized Stressed Lexical Past Nasal Pause EVAF92 1992 F Student Student Pause 22.553406 Young Young_F d D
3843 Realized Stressed Lexical Past Nasal Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F d T
3844 Realized Stressed Lexical Past Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d Affricate
3845 Deletion Stressed Lexical Past Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M d Deletion
3846 Realized Stressed Lexical Past Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M d D
3847 Deletion Stressed Lexical Mono S Pause HANM57 1957 M Not Educated Blue Pause -12.446594 Middle Middle_M t Deletion
3848 Deletion Stressed Lexical Past Other Fricative Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d Deletion
3849 Deletion Stressed Lexical Mono S Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F t Deletion
3850 Deletion Stressed Lexical Mono S Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Deletion
3851 Deletion Stressed Lexical Mono S Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Deletion
3852 Deletion Stressed Lexical Mono S Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Deletion
3853 Deletion Stressed Lexical Mono S Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Deletion
3910 Realized Stressed Lexical Past Stop Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F t T
3945 Deletion Stressed Lexical Mono Nasal Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M d Deletion
4040 Realized Stressed Lexical Mono S H GARM85 1985 M Educated White Consonant 15.553406 Young Young_M t Fricative
4069 Realized Stressed Lexical Past Nasal Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d D
4070 Realized Stressed Lexical Past Liquid Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d T
4071 Realized Stressed Lexical Past Liquid Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d T
4072 Realized Stressed Lexical Past Nasal Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M d D
4073 Realized Stressed Lexical Past Liquid Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M d Flap
4074 Realized Stressed Lexical Semi-Weak Other Fricative Pause DONF15 1915 F Not Educated Service Pause -54.446594 Old Old_F t T
4075 Realized Stressed Lexical Semi-Weak Other Fricative Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F t T
4076 Realized Stressed Lexical Semi-Weak Other Fricative Vowel GARM85 1985 M Educated White Vowel 15.553406 Young Young_M t T
4113 Deletion Stressed Lexical Mono S Pause GARF16 1916 F Not Educated Service Pause -53.446594 Old Old_F t Deletion
4114 Realized Stressed Lexical Mono S Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Fricative
4115 Realized Stressed Lexical Mono S Pause LEOF66 1966 F Educated White Pause -3.446594 Middle Middle_F t Fricative
4116 Realized Stressed Lexical Mono S Pause NEIF49 1949 F Educated Service Pause -20.446594 Middle Middle_F t T
4117 Realized Stressed Lexical Past Other Fricative Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F d T
4118 Realized Stressed Lexical Past Other Fricative Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F d D
4121 Realized Stressed Lexical Past Other Fricative H GARF16 1916 F Not Educated Service Consonant -53.446594 Old Old_F d D
4122 Realized Stressed Lexical Past Other Fricative Pause GARF16 1916 F Not Educated Service Pause -53.446594 Old Old_F d D
4123 Realized Stressed Lexical Past Other Fricative Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d D
4124 Realized Stressed Lexical Semi-Weak S Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M t Fricative
4125 Realized Stressed Lexical Semi-Weak S Pause BEAM91 1991 M Student Student Pause 21.553406 Young Young_M t T
4126 Realized Stressed Lexical Semi-Weak S Pause CARM91 1991 M Student Student Pause 21.553406 Young Young_M t Fricative
4128 Realized Stressed Lexical Semi-Weak S Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F t T
4129 Realized Stressed Lexical Semi-Weak S Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F t T
4130 Realized Stressed Lexical Semi-Weak S Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M t T
4131 Realized Stressed Lexical Semi-Weak S Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F t T
4132 Deletion Stressed Lexical Semi-Weak S H GARF87 1987 F Educated White Consonant 17.553406 Young Young_F t Deletion
4133 Realized Stressed Lexical Semi-Weak S Vowel GARM85 1985 M Educated White Vowel 15.553406 Young Young_M t Fricative
4134 Realized Stressed Lexical Semi-Weak S H GARM85 1985 M Educated White Consonant 15.553406 Young Young_M t T
4136 Deletion Stressed Lexical Semi-Weak S Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
4137 Deletion Stressed Lexical Semi-Weak S Pause GOUM91 1991 M Student Student Pause 21.553406 Young Young_M t Deletion
4138 Deletion Stressed Lexical Semi-Weak S Pause HAWM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
4139 Realized Stressed Lexical Semi-Weak S Pause JOCF91 1991 F Student Student Pause 21.553406 Young Young_F t T
4140 Realized Stressed Lexical Semi-Weak S Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
4141 Realized Stressed Lexical Semi-Weak S Pause LELM91 1991 M Student Student Pause 21.553406 Young Young_M t T
4142 Deletion Stressed Lexical Semi-Weak S Pause MORF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
4143 Deletion Stressed Lexical Semi-Weak S Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M t Deletion
4144 Deletion Stressed Lexical Semi-Weak S Pause PHAM91 1991 M Student Student Pause 21.553406 Young Young_M t Deletion
4145 Realized Stressed Lexical Semi-Weak S Pause ROLF91 1991 F Student Student Pause 21.553406 Young Young_F t T
4147 Realized Stressed Lexical Semi-Weak S Pause SILM90 1990 M Not Educated Service Pause 20.553406 Young Young_M t Affricate
4148 Deletion Stressed Lexical Semi-Weak S Pause TAMF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
4149 Deletion Stressed Lexical Semi-Weak S Pause VICF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
4150 Deletion Stressed Lexical Semi-Weak S Pause VIKF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
4273 Realized Stressed Lexical Mono S Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M t Fricative
4274 Realized Stressed Lexical Mono S Pause BEAM91 1991 M Student Student Pause 21.553406 Young Young_M t Fricative
4275 Realized Stressed Lexical Mono S Pause BOUF65 1965 F Educated White Pause -4.446594 Middle Middle_F t Affricate
4276 Realized Stressed Lexical Mono S Pause CARM91 1991 M Student Student Pause 21.553406 Young Young_M t T
4277 Realized Stressed Lexical Mono S Pause CHIF55 1955 F Educated White Pause -14.446594 Middle Middle_F t T
4278 Realized Stressed Lexical Mono S Pause CLAF52 1952 F Educated Service Pause -17.446594 Middle Middle_F t T
4279 Realized Stressed Lexical Mono S Pause CLAM73 1973 M Not Educated Blue Pause 3.553406 Middle Middle_M t Fricative
4280 Realized Stressed Lexical Mono S Pause DAVM90 1990 M Educated Service Pause 20.553406 Young Young_M t T
4281 Realized Stressed Lexical Mono S Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F t T
4282 Realized Stressed Lexical Mono S Pause DONM41 1941 M Not Educated Blue Pause -28.446594 Old Old_M t T
4283 Realized Stressed Lexical Mono S Pause DONM53 1953 M Educated Service Pause -16.446594 Middle Middle_M t T
4284 Realized Stressed Lexical Mono S Pause DONM58 1958 M Not Educated Service Pause -11.446594 Middle Middle_M t T
4285 Realized Stressed Lexical Mono S Pause DOUF46 1946 F Educated Service Pause -23.446594 Middle Middle_F t Fricative
4286 Realized Stressed Lexical Mono S Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F t Fricative
4287 Realized Stressed Lexical Mono S Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M t Fricative
4288 Realized Stressed Lexical Mono S Pause GARF16 1916 F Not Educated Service Pause -53.446594 Old Old_F t Fricative
4289 Realized Stressed Lexical Mono S Pause GARM42 1942 M Not Educated Blue Pause -27.446594 Old Old_M t T
4290 Realized Stressed Lexical Mono S Pause GAVF93 1993 F Student Student Pause 23.553406 Young Young_F t T
4291 Realized Stressed Lexical Mono S Pause GOUM91 1991 M Student Student Pause 21.553406 Young Young_M t Fricative
4292 Realized Stressed Lexical Mono S Pause GREM45 1945 M Not Educated Blue Pause -24.446594 Middle Middle_M t T
4293 Realized Stressed Lexical Mono S Pause HANF83 1983 F Educated Service Pause 13.553406 Young Young_F t T
4294 Realized Stressed Lexical Mono S Pause HANF83 1983 F Educated Service Pause 13.553406 Young Young_F t T
4295 Deletion Stressed Lexical Mono S Pause HANM57 1957 M Not Educated Blue Pause -12.446594 Middle Middle_M t Deletion
4296 Deletion Stressed Lexical Mono S Pause HAWM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
4297 Realized Stressed Lexical Mono S Pause HOLF49 1949 F Educated Service Pause -20.446594 Middle Middle_F t Affricate
4298 Realized Stressed Lexical Mono S Pause HOLM52 1952 M Not Educated Blue Pause -17.446594 Middle Middle_M t Fricative
4299 Realized Stressed Lexical Mono S Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t T
4300 Realized Stressed Lexical Mono S Pause INGM87 1987 M Educated Service Pause 17.553406 Young Young_M t Affricate
4301 Realized Stressed Lexical Mono S Pause JOCF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
4302 Realized Stressed Lexical Mono S Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F t T
4303 Realized Stressed Lexical Mono S Pause KAYF29 1929 F Not Educated Service Pause -40.446594 Old Old_F t T
4304 Realized Stressed Lexical Mono S Pause KAYM29 1929 M Not Educated Blue Pause -40.446594 Old Old_M t T
4305 Realized Stressed Lexical Mono S Pause LATF53 1953 F Educated Service Pause -16.446594 Middle Middle_F t T
4306 Realized Stressed Lexical Mono S Pause LELM91 1991 M Student Student Pause 21.553406 Young Young_M t T
4307 Realized Stressed Lexical Mono S Pause LEOF66 1966 F Educated White Pause -3.446594 Middle Middle_F t T
4308 Realized Stressed Lexical Mono S Pause MOFM55 1955 M Educated White Pause -14.446594 Middle Middle_M t Affricate
4309 Realized Stressed Lexical Mono S Pause MORF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
4310 Realized Stressed Lexical Mono S Pause NEIF49 1949 F Educated Service Pause -20.446594 Middle Middle_F t T
4311 Deletion Stressed Lexical Mono S Pause PEIF57 1957 F Educated White Pause -12.446594 Middle Middle_F t Deletion
4312 Realized Stressed Lexical Mono S Pause PHAM91 1991 M Student Student Pause 21.553406 Young Young_M t Fricative
4313 Realized Stressed Lexical Mono S Pause ROBM64 1964 M Educated Service Pause -5.446594 Middle Middle_M t Fricative
4314 Realized Stressed Lexical Mono S Pause ROLF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
4315 Realized Stressed Lexical Mono S Pause RUDF73 1973 F Educated Service Pause 3.553406 Middle Middle_F t Fricative
4316 Realized Stressed Lexical Mono S Pause SAMF61 1961 F Educated White Pause -8.446594 Middle Middle_F t Fricative
4317 Realized Stressed Lexical Mono S Pause SILM90 1990 M Not Educated Service Pause 20.553406 Young Young_M t Affricate
4318 Realized Stressed Lexical Mono S Pause SMIF58 1958 F Not Educated Service Pause -11.446594 Middle Middle_F t Fricative
4319 Realized Stressed Lexical Mono S Pause SMIM61 1961 M Not Educated Blue Pause -8.446594 Middle Middle_M t T
4320 Deletion Stressed Lexical Mono S Pause STAM21 1921 M Not Educated Blue Pause -48.446594 Old Old_M t Deletion
4321 Realized Stressed Lexical Mono S Pause STEM42 1942 M Not Educated Service Pause -27.446594 Old Old_M t T
4322 Realized Stressed Lexical Mono S Pause STEM65 1965 M Not Educated Service Pause -4.446594 Middle Middle_M t Ejective
4323 Realized Stressed Lexical Mono S Pause TAMF91 1991 F Student Student Pause 21.553406 Young Young_F t T
4324 Deletion Stressed Lexical Mono S Pause VICF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
4325 Realized Stressed Lexical Mono S Pause VIKF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
4326 Realized Stressed Function Mono S Vowel GARF16 1916 F Not Educated Service Vowel -53.446594 Old Old_F t Fricative
4327 Realized Stressed Function Mono S Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Fricative
4328 Deletion Stressed Function Mono S Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Deletion
4331 Realized Stressed Lexical Mono Nasal Pause DONM41 1941 M Not Educated Blue Pause -28.446594 Old Old_M d T
4332 Deletion Stressed Lexical Mono Nasal Pause DONM41 1941 M Not Educated Blue Pause -28.446594 Old Old_M d Deletion
4333 Deletion Stressed Lexical Mono Nasal Pause DONM41 1941 M Not Educated Blue Pause -28.446594 Old Old_M d Deletion
4334 Deletion Stressed Lexical Mono Nasal Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Deletion
4335 Deletion Stressed Lexical Mono S Pause DONF15 1915 F Not Educated Service Pause -54.446594 Old Old_F t Deletion
4336 Deletion Stressed Lexical Mono S Vowel GARF16 1916 F Not Educated Service Vowel -53.446594 Old Old_F t Deletion
4337 Deletion Stressed Lexical Mono S Pause NATF84 1984 F Educated Service Pause 14.553406 Young Young_F t Deletion
4377 Realized Stressed Lexical Mono S Pause LELM91 1991 M Student Student Pause 21.553406 Young Young_M t T
4523 Deletion Stressed Lexical Mono Liquid Consonant ARSM91 1991 M Educated White Consonant 21.553406 Young Young_M d Deletion
4525 Realized Stressed Lexical Mono Liquid H BOUF65 1965 F Educated White Consonant -4.446594 Middle Middle_F d T
4528 Deletion Stressed Lexical Mono Liquid Consonant CHIF55 1955 F Educated White Consonant -14.446594 Middle Middle_F d Deletion
4529 Realized Stressed Lexical Mono Liquid H CHIF55 1955 F Educated White Consonant -14.446594 Middle Middle_F d T
4531 Realized Stressed Lexical Mono Liquid H CLAF52 1952 F Educated Service Consonant -17.446594 Middle Middle_F d Fricative
4536 Deletion Stressed Lexical Mono Liquid Pause DONF15 1915 F Not Educated Service Pause -54.446594 Old Old_F d Deletion
4537 Realized Stressed Lexical Mono Liquid Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F d D
4538 Realized Stressed Lexical Mono Liquid H DONM53 1953 M Educated Service Consonant -16.446594 Middle Middle_M d D
4540 Deletion Stressed Lexical Mono Liquid Consonant DONM58 1958 M Not Educated Service Consonant -11.446594 Middle Middle_M d Deletion
4541 Realized Stressed Lexical Mono Liquid H DONM58 1958 M Not Educated Service Consonant -11.446594 Middle Middle_M d T
4542 Deletion Stressed Lexical Mono Liquid Consonant DOUF46 1946 F Educated Service Consonant -23.446594 Middle Middle_F d Deletion
4543 Deletion Stressed Lexical Mono Liquid H DOUF46 1946 F Educated Service Consonant -23.446594 Middle Middle_F d Deletion
4544 Deletion Stressed Lexical Mono Liquid Vowel ELLF29 1929 F Not Educated Service Vowel -40.446594 Old Old_F d Deletion
4545 Deletion Stressed Lexical Mono Liquid H ELLF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F d Deletion
4546 Deletion Stressed Lexical Mono Liquid Consonant ELLF61 1961 F Educated White Consonant -8.446594 Middle Middle_F d Deletion
4547 Deletion Stressed Lexical Mono Liquid Consonant EVAF92 1992 F Student Student Consonant 22.553406 Young Young_F d Deletion
4551 Deletion Stressed Lexical Mono Liquid Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d Deletion
4553 Deletion Stressed Lexical Mono Liquid H GARM42 1942 M Not Educated Blue Consonant -27.446594 Old Old_M d Deletion
4555 Deletion Stressed Lexical Mono Liquid Consonant GAVF93 1993 F Student Student Consonant 23.553406 Young Young_F d Deletion
4558 Realized Stressed Lexical Mono Liquid Consonant GREF22 1922 F Not Educated Service Consonant -47.446594 Old Old_F d Ejective
4559 Deletion Stressed Lexical Mono Liquid Consonant GREM45 1945 M Not Educated Blue Consonant -24.446594 Middle Middle_M d Deletion
4560 Deletion Stressed Lexical Mono Liquid H GREM45 1945 M Not Educated Blue Consonant -24.446594 Middle Middle_M d Deletion
4562 Deletion Stressed Lexical Mono Liquid H HOLF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F d Deletion
4563 Deletion Stressed Lexical Mono Liquid H HOLM52 1952 M Not Educated Blue Consonant -17.446594 Middle Middle_M d Deletion
4565 Realized Stressed Lexical Mono Liquid H INGM84 1984 M Educated Service Consonant 14.553406 Young Young_M d Fricative
4566 Deletion Stressed Lexical Mono Liquid Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d Deletion
4567 Realized Stressed Lexical Mono Liquid H INGM87 1987 M Educated Service Consonant 17.553406 Young Young_M d Fricative
4571 Deletion Stressed Lexical Mono Liquid Consonant KAYF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F d Deletion
4572 Deletion Stressed Lexical Mono Liquid Consonant KAYM29 1929 M Not Educated Blue Consonant -40.446594 Old Old_M d Deletion
4573 Deletion Stressed Lexical Mono Liquid H KAYM29 1929 M Not Educated Blue Consonant -40.446594 Old Old_M d Deletion
4574 Realized Stressed Lexical Mono Liquid H LATF53 1953 F Educated Service Consonant -16.446594 Middle Middle_F d T
4577 Realized Stressed Lexical Mono Liquid Consonant LEOF66 1966 F Educated White Consonant -3.446594 Middle Middle_F d D
4578 Realized Stressed Lexical Mono Liquid H LEOF66 1966 F Educated White Consonant -3.446594 Middle Middle_F d D
4580 Realized Stressed Lexical Mono Liquid H MOFM55 1955 M Educated White Consonant -14.446594 Middle Middle_M d Fricative
4583 Realized Stressed Lexical Mono Liquid H NATF84 1984 F Educated Service Consonant 14.553406 Young Young_F d T
4584 Deletion Stressed Lexical Mono Liquid H NATF84 1984 F Educated Service Consonant 14.553406 Young Young_F d Deletion
4586 Deletion Stressed Lexical Mono Liquid Consonant NEIF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F d Deletion
4587 Deletion Stressed Lexical Mono Liquid H NEIF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F d Deletion
4588 Deletion Stressed Lexical Mono Liquid H PEIF57 1957 F Educated White Consonant -12.446594 Middle Middle_F d Deletion
4591 Deletion Stressed Lexical Mono Liquid Consonant ROBM64 1964 M Educated Service Consonant -5.446594 Middle Middle_M d Deletion
4592 Deletion Stressed Lexical Mono Liquid H ROBM64 1964 M Educated Service Consonant -5.446594 Middle Middle_M d Deletion
4593 Realized Stressed Lexical Mono Liquid Consonant ROLF91 1991 F Student Student Consonant 21.553406 Young Young_F d D
4594 Realized Stressed Lexical Mono Liquid H RUDF73 1973 F Educated Service Consonant 3.553406 Middle Middle_F d Other Weakening
4596 Deletion Stressed Lexical Mono Liquid Consonant SAMF61 1961 F Educated White Consonant -8.446594 Middle Middle_F d Deletion
4597 Deletion Stressed Lexical Mono Liquid H SAMF61 1961 F Educated White Consonant -8.446594 Middle Middle_F d Deletion
4599 Realized Stressed Lexical Mono Liquid H SMIF58 1958 F Not Educated Service Consonant -11.446594 Middle Middle_F d Fricative
4601 Deletion Stressed Lexical Mono Liquid Consonant SMIM61 1961 M Not Educated Blue Consonant -8.446594 Middle Middle_M d Deletion
4602 Deletion Stressed Lexical Mono Liquid H SMIM61 1961 M Not Educated Blue Consonant -8.446594 Middle Middle_M d Deletion
4603 Realized Stressed Lexical Mono Liquid H STEF99 1999 F Student Student Consonant 29.553406 Young Young_F d T
4734 Realized Stressed Lexical Past Nasal Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d Flap
4735 Realized Stressed Lexical Past Stop Vowel ARSM91 1991 M Educated White Vowel 21.553406 Young Young_M t T
4791 Realized Stressed Lexical Mono Liquid Vowel GREM45 1945 M Not Educated Blue Vowel -24.446594 Middle Middle_M t Flap
4792 Realized Stressed Lexical Mono Liquid Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Flap
4858 Deletion Unstressed Lexical Mono Stop Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t Deletion
4859 Realized Unstressed Lexical Mono Stop Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t T
4980 Realized Stressed Lexical Past Stop H BEAM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
4981 Realized Stressed Lexical Past Stop Vowel BOUF65 1965 F Educated White Vowel -4.446594 Middle Middle_F t T
4982 Realized Stressed Lexical Past Stop Vowel CARM91 1991 M Student Student Vowel 21.553406 Young Young_M t Flap
4983 Realized Stressed Lexical Past Stop Vowel CHIF55 1955 F Educated White Vowel -14.446594 Middle Middle_F t T
4984 Realized Stressed Lexical Past Stop Vowel CLAF52 1952 F Educated Service Vowel -17.446594 Middle Middle_F t T
4985 Realized Stressed Lexical Past Stop Vowel CONM89 1989 M Educated Service Vowel 19.553406 Young Young_M t T
4986 Realized Stressed Lexical Past Stop Vowel DELF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
4987 Realized Stressed Lexical Past Stop Vowel DONM53 1953 M Educated Service Vowel -16.446594 Middle Middle_M t T
4988 Realized Stressed Lexical Past Stop Vowel DONM58 1958 M Not Educated Service Vowel -11.446594 Middle Middle_M t T
4989 Realized Stressed Lexical Past Stop Vowel DOUF46 1946 F Educated Service Vowel -23.446594 Middle Middle_F t T
4990 Realized Stressed Lexical Past Stop Vowel ELLF29 1929 F Not Educated Service Vowel -40.446594 Old Old_F t T
4991 Realized Stressed Lexical Past Stop Vowel ELLF61 1961 F Educated White Vowel -8.446594 Middle Middle_F t T
4992 Realized Stressed Lexical Past Stop Vowel EVAF92 1992 F Student Student Vowel 22.553406 Young Young_F t T
4993 Realized Stressed Lexical Past Stop Vowel FRAM93 1993 M Student Student Vowel 23.553406 Young Young_M t Fricative
4994 Realized Stressed Lexical Past Stop Vowel GARF37 1937 F Not Educated Service Vowel -32.446594 Old Old_F t T
4995 Realized Stressed Lexical Past Stop Vowel GARM42 1942 M Not Educated Blue Vowel -27.446594 Old Old_M t T
4996 Realized Stressed Lexical Past Stop Vowel GAVF93 1993 F Student Student Vowel 23.553406 Young Young_F t T
4997 Realized Stressed Lexical Past Stop Vowel GAVM90 1990 M Not Educated Blue Vowel 20.553406 Young Young_M t T
4998 Realized Stressed Lexical Past Stop Vowel GOUM91 1991 M Student Student Vowel 21.553406 Young Young_M t Fricative
4999 Realized Stressed Lexical Past Stop Vowel GREF22 1922 F Not Educated Service Vowel -47.446594 Old Old_F t T
5000 Realized Stressed Lexical Past Stop Vowel GREM45 1945 M Not Educated Blue Vowel -24.446594 Middle Middle_M t T
5001 Realized Stressed Lexical Past Stop Vowel HAWM90 1990 M Not Educated Blue Vowel 20.553406 Young Young_M t T
5002 Realized Stressed Lexical Past Stop Vowel HOLF49 1949 F Educated Service Vowel -20.446594 Middle Middle_F t T
5003 Realized Stressed Lexical Past Stop Vowel HOLM52 1952 M Not Educated Blue Vowel -17.446594 Middle Middle_M t T
5004 Realized Stressed Lexical Past Stop Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t T
5005 Realized Stressed Lexical Past Stop Vowel INGM87 1987 M Educated Service Vowel 17.553406 Young Young_M t T
5006 Realized Stressed Lexical Past Stop Vowel JOCF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
5007 Realized Stressed Lexical Past Stop Vowel JOYF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
5008 Realized Stressed Lexical Past Stop Vowel KAYM29 1929 M Not Educated Blue Vowel -40.446594 Old Old_M t T
5009 Realized Stressed Lexical Past Stop Vowel LATF53 1953 F Educated Service Vowel -16.446594 Middle Middle_F t T
5010 Realized Stressed Lexical Past Stop Vowel LEOF66 1966 F Educated White Vowel -3.446594 Middle Middle_F t T
5011 Realized Stressed Lexical Past Stop Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t T
5012 Realized Stressed Lexical Past Stop Vowel MOFM55 1955 M Educated White Vowel -14.446594 Middle Middle_M t T
5013 Realized Stressed Lexical Past Stop Vowel MORF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
5014 Realized Stressed Lexical Past Stop Vowel NEIF49 1949 F Educated Service Vowel -20.446594 Middle Middle_F t Flap
5015 Realized Stressed Lexical Past Stop Vowel PEIF57 1957 F Educated White Vowel -12.446594 Middle Middle_F t T
5016 Realized Stressed Lexical Past Stop Vowel PHAM91 1991 M Student Student Vowel 21.553406 Young Young_M t T
5017 Realized Stressed Lexical Past Stop Vowel ROBM64 1964 M Educated Service Vowel -5.446594 Middle Middle_M t T
5018 Realized Stressed Lexical Past Stop Vowel ROLF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
5019 Realized Stressed Lexical Past Stop Vowel RUDF73 1973 F Educated Service Vowel 3.553406 Middle Middle_F t T
5020 Realized Stressed Lexical Past Stop Vowel SAMF61 1961 F Educated White Vowel -8.446594 Middle Middle_F t T
5021 Realized Stressed Lexical Past Stop Vowel SILM90 1990 M Not Educated Service Vowel 20.553406 Young Young_M t T
5022 Realized Stressed Lexical Past Stop Vowel SMIF58 1958 F Not Educated Service Vowel -11.446594 Middle Middle_F t T
5023 Realized Stressed Lexical Past Stop Vowel SMIM61 1961 M Not Educated Blue Vowel -8.446594 Middle Middle_M t T
5024 Realized Stressed Lexical Past Stop Vowel STEF99 1999 F Student Student Vowel 29.553406 Young Young_F t T
5025 Realized Stressed Lexical Past Stop Vowel STEM42 1942 M Not Educated Service Vowel -27.446594 Old Old_M t T
5026 Realized Stressed Lexical Past Stop Vowel VICF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
5027 Realized Stressed Lexical Past Stop Vowel VIKF91 1991 F Student Student Vowel 21.553406 Young Young_F t T
5104 Deletion Stressed Lexical Past Liquid Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d Deletion
5121 Realized Stressed Lexical Mono Nasal Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M t Fricative
5122 Realized Stressed Lexical Mono Nasal Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M t Fricative
5123 Realized Stressed Lexical Mono Nasal Pause BEAM91 1991 M Student Student Pause 21.553406 Young Young_M t T
5124 Realized Stressed Lexical Mono Nasal Pause CARM91 1991 M Student Student Pause 21.553406 Young Young_M t Affricate
5125 Realized Stressed Lexical Mono Nasal Pause DAVM90 1990 M Educated Service Pause 20.553406 Young Young_M t T
5126 Realized Stressed Lexical Mono Nasal Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F t T
5127 Realized Stressed Lexical Mono Nasal Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F t T
5128 Realized Stressed Lexical Mono Nasal Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F t Affricate
5129 Realized Stressed Lexical Mono Nasal Pause EVAF92 1992 F Student Student Pause 22.553406 Young Young_F t T
5130 Realized Stressed Lexical Mono Nasal Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M t Fricative
5131 Realized Stressed Lexical Mono Nasal Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F t T
5132 Deletion Stressed Lexical Mono Nasal Pause GAVF93 1993 F Student Student Pause 23.553406 Young Young_F t Deletion
5133 Realized Stressed Lexical Mono Nasal Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t T
5134 Realized Stressed Lexical Mono Nasal Pause GOUM91 1991 M Student Student Pause 21.553406 Young Young_M t Fricative
5135 Deletion Stressed Lexical Mono Nasal Pause GREF22 1922 F Not Educated Service Pause -47.446594 Old Old_F t Deletion
5136 Deletion Stressed Lexical Mono Nasal Pause HAWM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
5137 Realized Stressed Lexical Mono Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t Affricate
5138 Realized Stressed Lexical Mono Nasal Pause JOCF91 1991 F Student Student Pause 21.553406 Young Young_F t Glottal Stop
5139 Realized Stressed Lexical Mono Nasal Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
5140 Realized Stressed Lexical Mono Nasal Pause LELM91 1991 M Student Student Pause 21.553406 Young Young_M t D
5141 Realized Stressed Lexical Mono Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t T
5142 Realized Stressed Lexical Mono Nasal Pause MORF91 1991 F Student Student Pause 21.553406 Young Young_F t Affricate
5143 Realized Stressed Lexical Mono Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M t Other Weakening
5144 Realized Stressed Lexical Mono Nasal Pause PHAM91 1991 M Student Student Pause 21.553406 Young Young_M t Affricate
5145 Realized Stressed Lexical Mono Nasal Pause ROLF91 1991 F Student Student Pause 21.553406 Young Young_F t Affricate
5146 Realized Stressed Lexical Mono Nasal Pause SILM90 1990 M Not Educated Service Pause 20.553406 Young Young_M t Affricate
5147 Realized Stressed Lexical Mono Nasal Pause TAMF91 1991 F Student Student Pause 21.553406 Young Young_F t Glottal Stop
5148 Realized Stressed Lexical Mono Nasal Pause VICF91 1991 F Student Student Pause 21.553406 Young Young_F t Glottal Stop
5149 Realized Stressed Lexical Mono Nasal Pause VIKF91 1991 F Student Student Pause 21.553406 Young Young_F t T
5150 Deletion Stressed Lexical Mono Nasal Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F d Deletion
5151 Deletion Stressed Lexical Mono Nasal Pause GARF16 1916 F Not Educated Service Pause -53.446594 Old Old_F d Deletion
5152 Realized Stressed Lexical Mono Nasal Pause GARF16 1916 F Not Educated Service Pause -53.446594 Old Old_F d Fricative
5156 Realized Stressed Lexical Mono Nasal Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M d T
5157 Realized Stressed Lexical Mono Nasal Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M d T
5158 Realized Stressed Lexical Mono Nasal Pause BEAM91 1991 M Student Student Pause 21.553406 Young Young_M d T
5159 Deletion Stressed Lexical Mono Nasal Pause DAVM90 1990 M Educated Service Pause 20.553406 Young Young_M d Deletion
5160 Realized Stressed Lexical Mono Nasal Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F d Glottal Stop
5161 Realized Stressed Lexical Mono Nasal Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F d T
5162 Realized Stressed Lexical Mono Nasal Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M d D
5163 Deletion Stressed Lexical Mono Nasal Pause GAVF93 1993 F Student Student Pause 23.553406 Young Young_F d Deletion
5164 Realized Stressed Lexical Mono Nasal Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M d T
5165 Realized Stressed Lexical Mono Nasal Pause GOUM91 1991 M Student Student Pause 21.553406 Young Young_M d T
5166 Deletion Stressed Lexical Mono Nasal Pause HAWM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M d Deletion
5167 Realized Stressed Lexical Mono Nasal Pause JOCF91 1991 F Student Student Pause 21.553406 Young Young_F d D
5168 Realized Stressed Lexical Mono Nasal Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F d T
5169 Realized Stressed Lexical Mono Nasal Pause LELM91 1991 M Student Student Pause 21.553406 Young Young_M d D
5170 Realized Stressed Lexical Mono Nasal Pause MORF91 1991 F Student Student Pause 21.553406 Young Young_F d D
5171 Realized Stressed Lexical Mono Nasal Pause PHAM91 1991 M Student Student Pause 21.553406 Young Young_M d D
5172 Realized Stressed Lexical Mono Nasal Pause ROLF91 1991 F Student Student Pause 21.553406 Young Young_F d D
5173 Realized Stressed Lexical Mono Nasal Pause SILM90 1990 M Not Educated Service Pause 20.553406 Young Young_M d Fricative
5174 Realized Stressed Lexical Mono Nasal Pause TAMF91 1991 F Student Student Pause 21.553406 Young Young_F d Ejective
5175 Realized Stressed Lexical Mono Nasal Pause VIKF91 1991 F Student Student Pause 21.553406 Young Young_F d D
5176 Realized Stressed Lexical Past S Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Fricative
5177 Realized Stressed Lexical Past S Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t Affricate
5234 Realized Stressed Lexical Past Other Fricative Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Affricate
5235 Realized Stressed Lexical Past Other Fricative Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d Affricate
5344 Realized Stressed Lexical Semi-Weak S Pause LELM91 1991 M Student Student Pause 21.553406 Young Young_M t T
5415 Realized Stressed Lexical Past S Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Affricate
5416 Realized Stressed Lexical Past S Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t T
5418 Realized Stressed Lexical Past Nasal Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Affricate
5419 Realized Stressed Lexical Past Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
5420 Realized Stressed Lexical Past Other Fricative Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d T
5421 Realized Stressed Lexical Past Other Fricative Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Affricate
5422 Realized Stressed Lexical Past Other Fricative Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
5432 Realized Unstressed Lexical Past Liquid Vowel GARF37 1937 F Not Educated Service Vowel -32.446594 Old Old_F d Flap
5433 Realized Unstressed Lexical Past Liquid Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M d Fricative
5434 Realized Unstressed Lexical Past Liquid Vowel PHAM91 1991 M Student Student Vowel 21.553406 Young Young_M d Flap
5435 Realized Unstressed Lexical Past Liquid Vowel ROLF91 1991 F Student Student Vowel 21.553406 Young Young_F d T
5436 Realized Unstressed Lexical Past Liquid H GARF37 1937 F Not Educated Service Consonant -32.446594 Old Old_F d Fricative
5437 Realized Unstressed Lexical Past Liquid H MARM92 1992 M Student Student Consonant 22.553406 Young Young_M d Fricative
5438 Realized Unstressed Lexical Past Liquid H PHAM91 1991 M Student Student Consonant 21.553406 Young Young_M d T
5439 Deletion Unstressed Lexical Past Liquid H ROLF91 1991 F Student Student Consonant 21.553406 Young Young_F d Deletion
5440 Realized Stressed Lexical Mono S Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Flap
5441 Deletion Stressed Lexical Mono S Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Deletion
5493 Realized Stressed Lexical Past Stop Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F t T
5496 Realized Stressed Lexical Mono Nasal Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F d T
5497 Realized Stressed Lexical Mono Nasal Pause EVAF92 1992 F Student Student Pause 22.553406 Young Young_F d D
5498 Realized Stressed Lexical Mono Nasal Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F d T
5499 Deletion Stressed Lexical Mono Nasal Pause GREF22 1922 F Not Educated Service Pause -47.446594 Old Old_F d Deletion
5500 Realized Stressed Lexical Mono Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d Affricate
5574 Realized Stressed Lexical Past Other Fricative Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d D
5575 Realized Stressed Lexical Past Liquid Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M d Flap
5576 Realized Stressed Lexical Past Liquid Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d D
5577 Realized Stressed Lexical Past Liquid Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M d Flap
5578 Realized Unstressed Lexical Mono Nasal Pause GARF16 1916 F Not Educated Service Pause -53.446594 Old Old_F d Fricative
5638 Deletion Stressed Lexical Semi-Weak Nasal H INGM84 1984 M Educated Service Consonant 14.553406 Young Young_M t Deletion
5639 Deletion Unstressed Lexical Mono Nasal Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Deletion
5727 Realized Stressed Lexical Mono Other Fricative Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t Fricative
5917 Realized Stressed Lexical Past Other Fricative Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d Flap
6062 Realized Stressed Lexical Mono Liquid Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F t Glottal Stop
6064 Realized Stressed Lexical Semi-Weak Stop Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F t T
6065 Deletion Stressed Lexical Mono Liquid Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Deletion
6066 Deletion Stressed Lexical Mono Liquid Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t Deletion
6067 Realized Stressed Lexical Mono Other Fricative Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M t T
6068 Realized Stressed Lexical Mono Other Fricative Pause BEAM91 1991 M Student Student Pause 21.553406 Young Young_M t T
6069 Realized Stressed Lexical Mono Other Fricative Pause CARM91 1991 M Student Student Pause 21.553406 Young Young_M t Ejective
6070 Realized Stressed Lexical Mono Other Fricative Pause DAVM90 1990 M Educated Service Pause 20.553406 Young Young_M t T
6071 Realized Stressed Lexical Mono Other Fricative Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F t T
6072 Realized Stressed Lexical Mono Other Fricative Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F t T
6073 Realized Stressed Lexical Mono Other Fricative Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M t T
6074 Realized Stressed Lexical Mono Other Fricative Pause GAVF93 1993 F Student Student Pause 23.553406 Young Young_F t T
6075 Realized Stressed Lexical Mono Other Fricative Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t T
6076 Deletion Stressed Lexical Mono Other Fricative Pause GOUM91 1991 M Student Student Pause 21.553406 Young Young_M t Deletion
6077 Deletion Stressed Lexical Mono Other Fricative Pause HAWM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
6078 Realized Stressed Lexical Mono Other Fricative Pause JOCF91 1991 F Student Student Pause 21.553406 Young Young_F t T
6079 Realized Stressed Lexical Mono Other Fricative Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F t T
6080 Realized Stressed Lexical Mono Other Fricative Pause LELM91 1991 M Student Student Pause 21.553406 Young Young_M t T
6081 Deletion Stressed Lexical Mono Other Fricative Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M t Deletion
6082 Realized Stressed Lexical Mono Other Fricative Pause PHAM91 1991 M Student Student Pause 21.553406 Young Young_M t Affricate
6084 Realized Stressed Lexical Mono Other Fricative Pause SILM90 1990 M Not Educated Service Pause 20.553406 Young Young_M t T
6086 Realized Stressed Lexical Mono Other Fricative Pause VICF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
6087 Realized Stressed Lexical Mono Other Fricative Pause VIKF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
6088 Realized Stressed Lexical Mono Liquid Vowel INGM87 1987 M Educated Service Vowel 17.553406 Young Young_M t Flap
6089 Realized Stressed Lexical Mono Nasal Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F d T
6090 Realized Stressed Lexical Mono Nasal Pause EVAF92 1992 F Student Student Pause 22.553406 Young Young_F d T
6091 Realized Stressed Lexical Mono Nasal Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F d T
6092 Deletion Stressed Lexical Mono Nasal Pause GREF22 1922 F Not Educated Service Pause -47.446594 Old Old_F d Deletion
6093 Realized Stressed Lexical Mono Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d T
6094 Realized Stressed Lexical Mono Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M d D
6095 Deletion Stressed Lexical Mono Nasal Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M d Deletion
6096 Realized Stressed Lexical Mono Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M d T
6097 Realized Stressed Lexical Semi-Weak Nasal Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F t T
6135 Deletion Stressed Lexical Mono Liquid Vowel ARSM91 1991 M Educated White Vowel 21.553406 Young Young_M t Deletion
6136 Realized Stressed Lexical Mono Liquid Vowel BEAM91 1991 M Student Student Vowel 21.553406 Young Young_M t Flap
6137 Realized Stressed Lexical Mono Liquid Vowel CARM91 1991 M Student Student Vowel 21.553406 Young Young_M t Fricative
6138 Realized Stressed Lexical Mono Liquid Pause CLAF52 1952 F Educated Service Pause -17.446594 Middle Middle_F t Fricative
6139 Realized Stressed Lexical Mono Liquid Vowel CONM89 1989 M Educated Service Vowel 19.553406 Young Young_M t Flap
6140 Realized Stressed Lexical Mono Liquid Vowel DAVM90 1990 M Educated Service Vowel 20.553406 Young Young_M t Flap
6141 Realized Stressed Lexical Mono Liquid Vowel DELF91 1991 F Student Student Vowel 21.553406 Young Young_F t Flap
6142 Realized Stressed Lexical Mono Liquid Vowel ELLF61 1961 F Educated White Vowel -8.446594 Middle Middle_F t Flap
6143 Realized Stressed Lexical Mono Liquid Vowel EVAF92 1992 F Student Student Vowel 22.553406 Young Young_F t Glottal Stop
6144 Realized Stressed Lexical Mono Liquid Vowel FRAM93 1993 M Student Student Vowel 23.553406 Young Young_M t Flap
6145 Realized Stressed Lexical Mono Liquid Vowel GARF37 1937 F Not Educated Service Vowel -32.446594 Old Old_F t Fricative
6146 Realized Stressed Lexical Mono Liquid Vowel GAVF93 1993 F Student Student Vowel 23.553406 Young Young_F t Flap
6147 Realized Stressed Lexical Mono Liquid Vowel GAVM90 1990 M Not Educated Blue Vowel 20.553406 Young Young_M t Flap
6148 Realized Stressed Lexical Mono Liquid Vowel GOUM91 1991 M Student Student Vowel 21.553406 Young Young_M t Flap
6149 Realized Stressed Lexical Mono Liquid Vowel GREF22 1922 F Not Educated Service Vowel -47.446594 Old Old_F t Flap
6150 Deletion Stressed Lexical Mono Liquid Vowel HAWM90 1990 M Not Educated Blue Vowel 20.553406 Young Young_M t Deletion
6151 Realized Stressed Lexical Mono Liquid Pause HOLF49 1949 F Educated Service Pause -20.446594 Middle Middle_F t Glottal Stop
6152 Realized Stressed Lexical Mono Liquid Vowel JOCF91 1991 F Student Student Vowel 21.553406 Young Young_F t Flap
6153 Realized Stressed Lexical Mono Liquid Vowel JOYF91 1991 F Student Student Vowel 21.553406 Young Young_F t Flap
6154 Realized Stressed Lexical Mono Liquid Vowel LELM91 1991 M Student Student Vowel 21.553406 Young Young_M t Flap
6155 Realized Stressed Lexical Mono Liquid Pause LEOF66 1966 F Educated White Pause -3.446594 Middle Middle_F t Fricative
6156 Realized Stressed Lexical Mono Liquid Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Flap
6157 Realized Stressed Lexical Mono Liquid Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Flap
6158 Realized Stressed Lexical Mono Liquid Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M t Flap
6159 Realized Stressed Lexical Mono Liquid Vowel MORF91 1991 F Student Student Vowel 21.553406 Young Young_F t Flap
6160 Realized Stressed Lexical Mono Liquid Vowel PHAM91 1991 M Student Student Vowel 21.553406 Young Young_M t Flap
6161 Realized Stressed Lexical Mono Liquid Vowel ROLF91 1991 F Student Student Vowel 21.553406 Young Young_F t Flap
6162 Realized Stressed Lexical Mono Liquid Vowel SILM90 1990 M Not Educated Service Vowel 20.553406 Young Young_M t Flap
6163 Realized Stressed Lexical Mono Liquid Vowel TAMF91 1991 F Student Student Vowel 21.553406 Young Young_F t Flap
6164 Realized Stressed Lexical Mono Liquid Vowel VICF91 1991 F Student Student Vowel 21.553406 Young Young_F t Flap
6165 Realized Stressed Lexical Mono Liquid Vowel VIKF91 1991 F Student Student Vowel 21.553406 Young Young_F t Flap
6259 Deletion Stressed Lexical Mono Other Fricative Pause HOLF49 1949 F Educated Service Pause -20.446594 Middle Middle_F t Deletion
6328 Realized Stressed Lexical Past S Pause ARSM91 1991 M Educated White Pause 21.553406 Young Young_M t Fricative
6329 Realized Stressed Lexical Past S Pause BEAM91 1991 M Student Student Pause 21.553406 Young Young_M t T
6330 Realized Stressed Lexical Past S Pause BOUF65 1965 F Educated White Pause -4.446594 Middle Middle_F t Affricate
6331 Realized Stressed Lexical Past S Pause CARM91 1991 M Student Student Pause 21.553406 Young Young_M t Fricative
6332 Realized Stressed Lexical Past S Pause CHIF55 1955 F Educated White Pause -14.446594 Middle Middle_F t T
6333 Realized Stressed Lexical Past S Pause CLAF52 1952 F Educated Service Pause -17.446594 Middle Middle_F t Affricate
6334 Realized Stressed Lexical Past S Pause CONM89 1989 M Educated Service Pause 19.553406 Young Young_M t Fricative
6335 Realized Stressed Lexical Past S Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F t T
6336 Realized Stressed Lexical Past S Pause DONM53 1953 M Educated Service Pause -16.446594 Middle Middle_M t Affricate
6337 Realized Stressed Lexical Past S Pause DONM58 1958 M Not Educated Service Pause -11.446594 Middle Middle_M t Affricate
6338 Realized Stressed Lexical Past S Pause DOUF46 1946 F Educated Service Pause -23.446594 Middle Middle_F t T
6339 Realized Stressed Lexical Past S Pause ELLF29 1929 F Not Educated Service Pause -40.446594 Old Old_F t Affricate
6340 Realized Stressed Lexical Past S Pause ELLF61 1961 F Educated White Pause -8.446594 Middle Middle_F t Fricative
6341 Deletion Stressed Lexical Past S Pause EVAF92 1992 F Student Student Pause 22.553406 Young Young_F t Deletion
6342 Realized Stressed Lexical Past S Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M t Fricative
6343 Realized Stressed Lexical Past S Pause GARF37 1937 F Not Educated Service Pause -32.446594 Old Old_F t T
6344 Realized Stressed Lexical Past S Pause GARM42 1942 M Not Educated Blue Pause -27.446594 Old Old_M t Affricate
6345 Realized Stressed Lexical Past S Pause GAVF93 1993 F Student Student Pause 23.553406 Young Young_F t Other Weakening
6346 Deletion Stressed Lexical Past S Pause GAVM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Deletion
6347 Realized Stressed Lexical Past S Pause GOUM91 1991 M Student Student Pause 21.553406 Young Young_M t T
6348 Realized Stressed Lexical Past S Pause GREF22 1922 F Not Educated Service Pause -47.446594 Old Old_F t T
6349 Realized Stressed Lexical Past S Pause GREM45 1945 M Not Educated Blue Pause -24.446594 Middle Middle_M t T
6350 Realized Stressed Lexical Past S Pause HAWM90 1990 M Not Educated Blue Pause 20.553406 Young Young_M t Fricative
6351 Realized Stressed Lexical Past S Pause HOLF49 1949 F Educated Service Pause -20.446594 Middle Middle_F t Affricate
6352 Realized Stressed Lexical Past S Pause HOLM52 1952 M Not Educated Blue Pause -17.446594 Middle Middle_M t T
6353 Realized Stressed Lexical Past S Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t Fricative
6354 Realized Stressed Lexical Past S Pause INGM87 1987 M Educated Service Pause 17.553406 Young Young_M t Affricate
6355 Realized Stressed Lexical Past S Pause JOCF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
6356 Realized Stressed Lexical Past S Pause JOYF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
6357 Realized Stressed Lexical Past S Pause KAYF29 1929 F Not Educated Service Pause -40.446594 Old Old_F t Fricative
6358 Deletion Stressed Lexical Past S Pause KAYM29 1929 M Not Educated Blue Pause -40.446594 Old Old_M t Deletion
6359 Realized Stressed Lexical Past S Pause LATF53 1953 F Educated Service Pause -16.446594 Middle Middle_F t T
6360 Realized Stressed Lexical Past S Pause LEOF66 1966 F Educated White Pause -3.446594 Middle Middle_F t Fricative
6361 Deletion Stressed Lexical Past S Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Deletion
6362 Realized Stressed Lexical Past S Pause MOFM55 1955 M Educated White Pause -14.446594 Middle Middle_M t Fricative
6363 Realized Stressed Lexical Past S Pause MORF91 1991 F Student Student Pause 21.553406 Young Young_F t T
6364 Realized Stressed Lexical Past S Pause NATF84 1984 F Educated Service Pause 14.553406 Young Young_F t Fricative
6365 Realized Stressed Lexical Past S Pause NEIF49 1949 F Educated Service Pause -20.446594 Middle Middle_F t T
6366 Realized Stressed Lexical Past S Pause PEIF57 1957 F Educated White Pause -12.446594 Middle Middle_F t T
6367 Realized Stressed Lexical Past S Pause PHAM91 1991 M Student Student Pause 21.553406 Young Young_M t Affricate
6368 Realized Stressed Lexical Past S Pause ROBM64 1964 M Educated Service Pause -5.446594 Middle Middle_M t Fricative
6369 Realized Stressed Lexical Past S Pause ROLF91 1991 F Student Student Pause 21.553406 Young Young_F t Fricative
6370 Realized Stressed Lexical Past S Pause RUDF73 1973 F Educated Service Pause 3.553406 Middle Middle_F t T
6371 Realized Stressed Lexical Past S Pause SAMF61 1961 F Educated White Pause -8.446594 Middle Middle_F t Fricative
6372 Deletion Stressed Lexical Past S Pause SILM90 1990 M Not Educated Service Pause 20.553406 Young Young_M t Deletion
6373 Realized Stressed Lexical Past S Pause SMIF58 1958 F Not Educated Service Pause -11.446594 Middle Middle_F t Fricative
6374 Realized Stressed Lexical Past S Pause SMIM61 1961 M Not Educated Blue Pause -8.446594 Middle Middle_M t Fricative
6375 Realized Stressed Lexical Past S Pause STEF99 1999 F Student Student Pause 29.553406 Young Young_F t Fricative
6376 Realized Stressed Lexical Past S Pause STEM42 1942 M Not Educated Service Pause -27.446594 Old Old_M t Ejective
6377 Realized Stressed Lexical Past S Pause TAMF91 1991 F Student Student Pause 21.553406 Young Young_F t T
6378 Deletion Stressed Lexical Past S Pause VICF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
6379 Deletion Stressed Lexical Past S Pause VIKF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
6385 Deletion Unstressed Lexical Mono Nasal Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t Deletion
6386 Deletion Unstressed Lexical Mono Nasal Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Deletion
6409 Realized Unstressed Lexical Mono Liquid Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Fricative
6414 Realized Stressed Lexical Mono S Pause FRAM93 1993 M Student Student Pause 23.553406 Young Young_M t Affricate
6415 Realized Stressed Lexical Mono S Pause LEOF66 1966 F Educated White Pause -3.446594 Middle Middle_F t Fricative
6663 Realized Stressed Lexical Mono Liquid H RUDF73 1973 F Educated Service Consonant 3.553406 Middle Middle_F t T
6680 Realized Stressed Lexical Mono Liquid Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d T
6681 Deletion Stressed Lexical Mono Liquid Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F d Deletion
6684 Deletion Unstressed Lexical Mono Nasal Pause ROLF91 1991 F Student Student Pause 21.553406 Young Young_F t Deletion
6808 Deletion Stressed Lexical Mono Nasal Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Deletion
6810 Realized Stressed Lexical Past Liquid H GARF37 1937 F Not Educated Service Consonant -32.446594 Old Old_F d T
6811 Deletion Stressed Lexical Past Liquid H MARM92 1992 M Student Student Consonant 22.553406 Young Young_M d Deletion
6812 Deletion Stressed Lexical Past Liquid H PHAM91 1991 M Student Student Consonant 21.553406 Young Young_M d Deletion
6813 Deletion Stressed Lexical Past Liquid H ROLF91 1991 F Student Student Consonant 21.553406 Young Young_F d Deletion
6814 Realized Stressed Lexical Past Other Fricative H ARSM91 1991 M Educated White Consonant 21.553406 Young Young_M t Fricative
6815 Realized Stressed Lexical Past Other Fricative H BEAM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
6816 Realized Stressed Lexical Past Other Fricative H BOUF65 1965 F Educated White Consonant -4.446594 Middle Middle_F t Fricative
6817 Realized Stressed Lexical Past Other Fricative H CARM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
6818 Realized Stressed Lexical Past Other Fricative H CHIF55 1955 F Educated White Consonant -14.446594 Middle Middle_F t T
6819 Realized Stressed Lexical Past Other Fricative H CLAF52 1952 F Educated Service Consonant -17.446594 Middle Middle_F t T
6820 Realized Stressed Lexical Past Other Fricative H CONM89 1989 M Educated Service Consonant 19.553406 Young Young_M t T
6821 Realized Stressed Lexical Past Other Fricative Pause DELF91 1991 F Student Student Pause 21.553406 Young Young_F t T
6822 Realized Stressed Lexical Past Other Fricative H DONM53 1953 M Educated Service Consonant -16.446594 Middle Middle_M t Fricative
6823 Realized Stressed Lexical Past Other Fricative H DONM58 1958 M Not Educated Service Consonant -11.446594 Middle Middle_M t Fricative
6824 Realized Stressed Lexical Past Other Fricative H DOUF46 1946 F Educated Service Consonant -23.446594 Middle Middle_F t T
6825 Realized Stressed Lexical Past Other Fricative H ELLF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t T
6826 Realized Stressed Lexical Past Other Fricative H EVAF92 1992 F Student Student Consonant 22.553406 Young Young_F t T
6827 Realized Stressed Lexical Past Other Fricative H FRAM93 1993 M Student Student Consonant 23.553406 Young Young_M t Fricative
6828 Realized Stressed Lexical Past Other Fricative H GARF37 1937 F Not Educated Service Consonant -32.446594 Old Old_F t T
6829 Realized Stressed Lexical Past Other Fricative H GARM42 1942 M Not Educated Blue Consonant -27.446594 Old Old_M t T
6830 Realized Stressed Lexical Past Other Fricative H GAVF93 1993 F Student Student Consonant 23.553406 Young Young_F t T
6831 Realized Stressed Lexical Past Other Fricative H GAVM90 1990 M Not Educated Blue Consonant 20.553406 Young Young_M t T
6832 Realized Stressed Lexical Past Other Fricative H GOUM91 1991 M Student Student Consonant 21.553406 Young Young_M t Fricative
6833 Realized Stressed Lexical Past Other Fricative Pause GREF22 1922 F Not Educated Service Pause -47.446594 Old Old_F t T
6834 Realized Stressed Lexical Past Other Fricative H GREM45 1945 M Not Educated Blue Consonant -24.446594 Middle Middle_M t T
6835 Realized Stressed Lexical Past Other Fricative H HAWM90 1990 M Not Educated Blue Consonant 20.553406 Young Young_M t T
6836 Realized Stressed Lexical Past Other Fricative H HOLF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t T
6837 Realized Stressed Lexical Past Other Fricative H HOLM52 1952 M Not Educated Blue Consonant -17.446594 Middle Middle_M t T
6838 Realized Stressed Lexical Past Other Fricative H INGM84 1984 M Educated Service Consonant 14.553406 Young Young_M t T
6839 Deletion Stressed Lexical Past Other Fricative Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Deletion
6840 Realized Stressed Lexical Past Other Fricative H INGM87 1987 M Educated Service Consonant 17.553406 Young Young_M t T
6841 Realized Stressed Lexical Past Other Fricative H JOCF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
6842 Realized Stressed Lexical Past Other Fricative H JOYF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
6843 Realized Stressed Lexical Past Other Fricative H KAYF29 1929 F Not Educated Service Consonant -40.446594 Old Old_F t Fricative
6844 Realized Stressed Lexical Past Other Fricative H KAYM29 1929 M Not Educated Blue Consonant -40.446594 Old Old_M t Fricative
6845 Realized Stressed Lexical Past Other Fricative H LATF53 1953 F Educated Service Consonant -16.446594 Middle Middle_F t T
6846 Realized Stressed Lexical Past Other Fricative H LEOF66 1966 F Educated White Consonant -3.446594 Middle Middle_F t T
6847 Realized Stressed Lexical Past Other Fricative H MARM92 1992 M Student Student Consonant 22.553406 Young Young_M t Fricative
6848 Realized Stressed Lexical Past Other Fricative H MOFM55 1955 M Educated White Consonant -14.446594 Middle Middle_M t T
6849 Realized Stressed Lexical Past Other Fricative H MORF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
6850 Deletion Stressed Lexical Past Other Fricative H NATF84 1984 F Educated Service Consonant 14.553406 Young Young_F t Deletion
6851 Deletion Stressed Lexical Past Other Fricative H NEIF49 1949 F Educated Service Consonant -20.446594 Middle Middle_F t Deletion
6852 Realized Stressed Lexical Past Other Fricative H PEIF57 1957 F Educated White Consonant -12.446594 Middle Middle_F t T
6853 Realized Stressed Lexical Past Other Fricative H PHAM91 1991 M Student Student Consonant 21.553406 Young Young_M t Fricative
6854 Realized Stressed Lexical Past Other Fricative H ROBM64 1964 M Educated Service Consonant -5.446594 Middle Middle_M t T
6855 Realized Stressed Lexical Past Other Fricative H ROLF91 1991 F Student Student Consonant 21.553406 Young Young_F t Fricative
6856 Realized Stressed Lexical Past Other Fricative H RUDF73 1973 F Educated Service Consonant 3.553406 Middle Middle_F t Fricative
6857 Realized Stressed Lexical Past Other Fricative H SAMF61 1961 F Educated White Consonant -8.446594 Middle Middle_F t T
6858 Realized Stressed Lexical Past Other Fricative H SILM90 1990 M Not Educated Service Consonant 20.553406 Young Young_M t T
6859 Realized Stressed Lexical Past Other Fricative H SMIF58 1958 F Not Educated Service Consonant -11.446594 Middle Middle_F d Fricative
6860 Realized Stressed Lexical Past Other Fricative H SMIM61 1961 M Not Educated Blue Consonant -8.446594 Middle Middle_M t T
6861 Realized Stressed Lexical Past Other Fricative H STEF99 1999 F Student Student Consonant 29.553406 Young Young_F t T
6862 Realized Stressed Lexical Past Other Fricative H STEM42 1942 M Not Educated Service Consonant -27.446594 Old Old_M t Fricative
6863 Deletion Stressed Lexical Past Other Fricative H TAMF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
6864 Deletion Stressed Lexical Past Other Fricative H VICF91 1991 F Student Student Consonant 21.553406 Young Young_F t Deletion
6865 Realized Stressed Lexical Past Other Fricative H VIKF91 1991 F Student Student Consonant 21.553406 Young Young_F t Fricative
6866 Deletion Stressed Function Mono Nasal H DONF15 1915 F Not Educated Service Consonant -54.446594 Old Old_F t Deletion
6867 Realized Stressed Function Mono Nasal Pause DONF15 1915 F Not Educated Service Pause -54.446594 Old Old_F t Fricative
6868 Deletion Unstressed Lexical Mono Liquid Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d Deletion
6870 Deletion Unstressed Lexical Mono Nasal Vowel MARM92 1992 M Student Student Vowel 22.553406 Young Young_M d Deletion
6871 Deletion Stressed Lexical Mono Liquid Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M d Deletion
6872 Realized Stressed Lexical Mono Liquid Pause INGM87 1987 M Educated Service Pause 17.553406 Young Young_M d Fricative
6875 Realized Stressed Lexical Semi-Weak Nasal Vowel GARF16 1916 F Not Educated Service Vowel -53.446594 Old Old_F t T
6876 Realized Stressed Lexical Semi-Weak Nasal Vowel GARF16 1916 F Not Educated Service Vowel -53.446594 Old Old_F t T
6877 Deletion Stressed Lexical Semi-Weak Nasal Pause GARF16 1916 F Not Educated Service Pause -53.446594 Old Old_F t Deletion
6878 Deletion Stressed Lexical Semi-Weak Nasal Pause GARF16 1916 F Not Educated Service Pause -53.446594 Old Old_F t Deletion
6881 Realized Stressed Lexical Semi-Weak Nasal Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t Fricative
6882 Realized Stressed Function Mono Nasal Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F t T
6883 Realized Stressed Lexical Mono S Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F t Affricate
6884 Realized Stressed Lexical Mono S Pause HUNF22 1922 F Educated Service Pause -47.446594 Old Old_F t Fricative
6885 Realized Stressed Lexical Mono S Pause MARM92 1992 M Student Student Pause 22.553406 Young Young_M t Fricative
6886 Realized Unstressed Lexical Mono Nasal Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Affricate
6898 Realized Stressed Lexical Mono Liquid Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Fricative
6899 Realized Stressed Lexical Past Stop H GARF37 1937 F Not Educated Service Consonant -32.446594 Old Old_F t Fricative
6900 Realized Stressed Lexical Past Stop H MARM92 1992 M Student Student Consonant 22.553406 Young Young_M t Fricative
6901 Realized Stressed Lexical Past Stop H PHAM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
6902 Realized Stressed Lexical Past Stop H PHAM91 1991 M Student Student Consonant 21.553406 Young Young_M t T
6903 Realized Stressed Lexical Past Stop H ROLF91 1991 F Student Student Consonant 21.553406 Young Young_F t T
6918 Realized Stressed Lexical Mono Liquid Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d Flap
6919 Realized Stressed Lexical Mono Liquid Vowel GARF87 1987 F Educated White Vowel 17.553406 Young Young_F d Flap
6920 Realized Stressed Lexical Mono Liquid Pause GARF87 1987 F Educated White Pause 17.553406 Young Young_F d Fricative
6921 Realized Stressed Lexical Past Stop Vowel DONF15 1915 F Not Educated Service Vowel -54.446594 Old Old_F t T
6983 Realized Stressed Lexical Mono Nasal Pause PACM94 1994 M Student Student Pause 24.553406 Young Young_M d T
6984 Deletion Stressed Lexical Mono S Pause INGM84 1984 M Educated Service Pause 14.553406 Young Young_M t Deletion
6985 Realized Stressed Lexical Mono S Vowel INGM84 1984 M Educated Service Vowel 14.553406 Young Young_M t Glottal Stopas_tibble(td)# A tibble: 1,189 × 17
Dep.Var Stress Category Morph.Type Before After Speaker YOB Sex Education Job After.New Center.Age Age.Group Age_Sex Phoneme Dep.Var.Full
<chr> <chr> <chr> <chr> <fct> <chr> <chr> <int> <chr> <chr> <chr> <fct> <dbl> <fct> <fct> <fct> <fct>
1 Realized Stressed Lexical Mono Stop Consonant BOUF65 1965 F Educated White Consonant -4.45 Middle Middle_F t T
2 Deletion Stressed Lexical Mono Stop Consonant CHIF55 1955 F Educated White Consonant -14.4 Middle Middle_F t Deletion
3 Deletion Stressed Lexical Mono Stop Consonant CHIF55 1955 F Educated White Consonant -14.4 Middle Middle_F t Deletion
4 Deletion Stressed Lexical Mono Stop Consonant CLAF52 1952 F Educated Service Consonant -17.4 Middle Middle_F t Deletion
5 Realized Stressed Lexical Mono Stop Consonant DONM53 1953 M Educated Service Consonant -16.4 Middle Middle_M t T
6 Deletion Stressed Lexical Mono Stop Consonant DONM58 1958 M Not Educated Service Consonant -11.4 Middle Middle_M t Deletion
7 Deletion Stressed Lexical Mono Stop Consonant DOUF46 1946 F Educated Service Consonant -23.4 Middle Middle_F t Deletion
8 Deletion Stressed Lexical Mono Stop Consonant GARM42 1942 M Not Educated Blue Consonant -27.4 Old Old_M t Deletion
9 Deletion Stressed Lexical Mono Stop Consonant GREM45 1945 M Not Educated Blue Consonant -24.4 Middle Middle_M t Deletion
10 Deletion Stressed Lexical Mono Stop Consonant HOLF49 1949 F Educated Service Consonant -20.4 Middle Middle_F t Deletion
# … with 1,179 more rows
# ℹ Use `print(n = ...)` to see more rowsNotice that the tibble lists the dimensions of the tibble at the top, as well as the class of each of the columns. It also only displays the first 10 rows. You’ll also notice that the row numbers have reset when we converted td to a tibble. If we want to view the entire tibble, we can use the print() function and specify the n= plus the number of rows we want to see, including all rows (n=Inf). You can see below how the pipe operator makes doing this pretty easy.
# Embedding functions
print(as_tibble(td), n = 20)The above produces the same as the following:
# Using %>% to pass the results from the first
# function to the second function
as_tibble(td) %>%
print(n = 20)# A tibble: 1,189 × 17
Dep.Var Stress Category Morph.Type Before After Speaker YOB Sex Education Job After.New Center.Age Age.Group Age_Sex Phoneme Dep.Var.Full
<chr> <chr> <chr> <chr> <fct> <chr> <chr> <int> <chr> <chr> <chr> <fct> <dbl> <fct> <fct> <fct> <fct>
1 Realized Stressed Lexical Mono Stop Consonant BOUF65 1965 F Educated White Consonant -4.45 Middle Middle_F t T
2 Deletion Stressed Lexical Mono Stop Consonant CHIF55 1955 F Educated White Consonant -14.4 Middle Middle_F t Deletion
3 Deletion Stressed Lexical Mono Stop Consonant CHIF55 1955 F Educated White Consonant -14.4 Middle Middle_F t Deletion
4 Deletion Stressed Lexical Mono Stop Consonant CLAF52 1952 F Educated Service Consonant -17.4 Middle Middle_F t Deletion
5 Realized Stressed Lexical Mono Stop Consonant DONM53 1953 M Educated Service Consonant -16.4 Middle Middle_M t T
6 Deletion Stressed Lexical Mono Stop Consonant DONM58 1958 M Not Educated Service Consonant -11.4 Middle Middle_M t Deletion
7 Deletion Stressed Lexical Mono Stop Consonant DOUF46 1946 F Educated Service Consonant -23.4 Middle Middle_F t Deletion
8 Deletion Stressed Lexical Mono Stop Consonant GARM42 1942 M Not Educated Blue Consonant -27.4 Old Old_M t Deletion
9 Deletion Stressed Lexical Mono Stop Consonant GREM45 1945 M Not Educated Blue Consonant -24.4 Middle Middle_M t Deletion
10 Deletion Stressed Lexical Mono Stop Consonant HOLF49 1949 F Educated Service Consonant -20.4 Middle Middle_F t Deletion
11 Deletion Stressed Lexical Mono Stop Consonant HOLM52 1952 M Not Educated Blue Consonant -17.4 Middle Middle_M t Deletion
12 Deletion Stressed Lexical Mono Stop Consonant INGM84 1984 M Educated Service Consonant 14.6 Young Young_M t Deletion
13 Deletion Stressed Lexical Mono Stop Consonant INGM87 1987 M Educated Service Consonant 17.6 Young Young_M t Deletion
14 Deletion Stressed Lexical Mono Stop Consonant KAYF29 1929 F Not Educated Service Consonant -40.4 Old Old_F t Deletion
15 Deletion Stressed Lexical Mono Stop Consonant KAYM29 1929 M Not Educated Blue Consonant -40.4 Old Old_M t Deletion
16 Realized Stressed Lexical Mono Stop Consonant LATF53 1953 F Educated Service Consonant -16.4 Middle Middle_F t T
17 Realized Stressed Lexical Mono Stop Consonant LEOF66 1966 F Educated White Consonant -3.45 Middle Middle_F t T
18 Deletion Stressed Lexical Mono Stop Consonant MOFM55 1955 M Educated White Consonant -14.4 Middle Middle_M t Deletion
19 Deletion Stressed Lexical Mono Stop Consonant NATF84 1984 F Educated Service Consonant 14.6 Young Young_F t Deletion
20 Deletion Stressed Lexical Mono Stop Consonant NEIF49 1949 F Educated Service Consonant -20.4 Middle Middle_F t Deletion
# … with 1,169 more rows
# ℹ Use `print(n = ...)` to see more rowsGetting a glimpse()
Another useful addition to data exploration is the glimpse() function from the pilllar package and re-exported by dplyr. The glipmpse() function is like a cross between print() (which shows the data) and str() (which shows the structure of the data). I use glimpse() almost as frequently as I use summary(). In fact, if you have very wide data, i.e., with lots of columns, glimpse() may prove more useful than summary() for getting a quick snapshot of your data. glimpse() shows the number of rows, the number of columns, the name of each column, its class, and however many values in each column as will fit horizontally in the console.
glimpse(td)Rows: 1,189
Columns: 17
$ Dep.Var <chr> "Realized", "Deletion", "Deletion", "Deletion", "Realized…
$ Stress <chr> "Stressed", "Stressed", "Stressed", "Stressed", "Stressed…
$ Category <chr> "Lexical", "Lexical", "Lexical", "Lexical", "Lexical", "L…
$ Morph.Type <chr> "Mono", "Mono", "Mono", "Mono", "Mono", "Mono", "Mono", "…
$ Before <fct> Stop, Stop, Stop, Stop, Stop, Stop, Stop, Stop, Stop, Sto…
$ After <chr> "Consonant", "Consonant", "Consonant", "Consonant", "Cons…
$ Speaker <chr> "BOUF65", "CHIF55", "CHIF55", "CLAF52", "DONM53", "DONM58…
$ YOB <int> 1965, 1955, 1955, 1952, 1953, 1958, 1946, 1942, 1945, 194…
$ Sex <chr> "F", "F", "F", "F", "M", "M", "F", "M", "M", "F", "M", "M…
$ Education <chr> "Educated", "Educated", "Educated", "Educated", "Educated…
$ Job <chr> "White", "White", "White", "Service", "Service", "Service…
$ After.New <fct> Consonant, Consonant, Consonant, Consonant, Consonant, Co…
$ Center.Age <dbl> -4.446594, -14.446594, -14.446594, -17.446594, -16.446594…
$ Age.Group <fct> Middle, Middle, Middle, Middle, Middle, Middle, Middle, O…
$ Age_Sex <fct> Middle_F, Middle_F, Middle_F, Middle_F, Middle_M, Middle_…
$ Phoneme <fct> t, t, t, t, t, t, t, t, t, t, t, t, t, t, t, t, t, t, t, …
$ Dep.Var.Full <fct> T, Deletion, Deletion, Deletion, T, Deletion, Deletion, D…Manipulating data with dplyr
The dplyr package is great for manipulating data in a data frame/tibble. Some common things that diplyr can do include:
| Function | Description |
|---|---|
mutate() |
add new variables or modify existing ones |
select() |
select variables |
filter() |
filter |
summarize() |
summarize/reduce |
arrange() |
sort |
group_by() |
group |
rename() |
rename columns |
Lets redo all our data manipulation of td but with dplyr and its pipe %>% operator
# Read in token file
td <- read.delim("Data/deletiondata.txt")or…
# Read in token file
td <- read.delim("https://www.dropbox.com/s/jxlfuogea3lx2pu/deletiondata.txt?dl=1")then…
# Subset data to remove previous 'Vowel'
# contexts: filter td to include everything that
# is not 'Vowel' in the column Before
td <- td %>%
filter(Before != "Vowel")
# Re-code 'H' to be 'Consonant' in a new column:
# create a new column called After.New that
# equals a re-code of After in which H is
# re-coded as Consonant
td <- td %>%
mutate(After.New = recode(After, H = "Consonant"))
# Center Year of Birth: create a new column
# called Center.Age equal to the YOB column but
# scaled
td <- td %>%
mutate(Center.Age = as.numeric(scale(YOB, scale = FALSE)))
# Create Age.Group: cut YOB into discrete
# categories.
td <- td %>%
mutate(Age.Group = cut(YOB, breaks = c(-Inf, 1944,
1979, Inf), labels = c("Old", "Middle", "Young")))Before we continue, a note about the cut() function. The breaks= option is a concatenated list of boundaries. It should start and end with -Inf and Inf (negative and positive infinity) as these will be the lower and upper bounds. The other values are the boundaries or cut-off points. By default cut() has the setting right=TRUE, which means the boundary values are considered the last value in a group (e.g., rightmost value). Above, this means 1944 will be the highest value in the Old category and 1979 will the the highest value in the Middle category. To reverse this you can add the option right=FALSE in which case 1944 would be the lowest value in the Middle category (e.g. leftmost value) and 1979 would be the lowest value in the Young category.
Let’s continue.
# Combine Age and Sex: use the unite() function
# from the tidyr package, if remove=TRUE the
# original Age.Group and Sex columns will be
# deleted
td <- td %>%
unite("Age_Sex", c(Age.Group, Sex), sep = "_",
remove = FALSE)
# Break Phoneme.Dep.Var into two columns: same as
# before, but with td passed to mutate() by the
# %>% operator
td <- td %>%
mutate(Phoneme = sub("^(.)(--.*)$", "\\1", Phoneme.Dep.Var),
Dep.Var.Full = sub("^(.--)(.*)$", "\\2", Phoneme.Dep.Var),
Phoneme.Dep.Var = NULL)At this point we have done everything except partition the data and re-center YOB in the partitioned data frames. You may ask, “How is this better?”. Well, the answer is that because all these modifications feed into one another, we can actually include them all together in one serialized operation. Behold!
All of the above code can be simplified as follows:
or…
# Read in token file
td <- read.delim("https://www.dropbox.com/s/jxlfuogea3lx2pu/deletiondata.txt?dl=1")then…
# Subset data to remove previous 'Vowel' contexts,
# then modify several columns with mutate,
# then convert any character column to a factor column
td <- td %>%
filter(Before != "Vowel")%>%
mutate(
After.New = recode(After, "H" = "Consonant"),
Center.Age = as.numeric(scale(YOB, scale = FALSE)),
Age.Group = cut(YOB, breaks = c(-Inf, 1944, 1979, Inf),
labels = c("Old", "Middle", "Young")),
Phoneme = sub("^(.)(--.*)$", "\\1", Phoneme.Dep.Var),
Dep.Var.Full = sub("^(.--)(.*)$", "\\2", Phoneme.Dep.Var),
Phoneme.Dep.Var = NULL
)%>%
mutate_if(is.character, as.factor)Now, doesn’t the above look so much cleaner and easier to follow? You’ll notice that after some lines there is a #. This an optional way to signal the end of a line of code when your code is broken over more than one line. Above, the mutate() function could have been written in one single continuous line, but breaking it up over multiple lines makes seeing each mutation much easier.
To partition the data we still need separate functions. Also, remember to re-centre any continuous variables after partioning.
td.young <- td %>%
filter(Age.Group == "Young") %>%
mutate(Center.Age = as.numeric(scale(YOB, scale = FALSE)))
td.middle <- td %>%
filter(Age.Group == "Middle") %>%
mutate(Center.Age = as.numeric(scale(YOB, scale = FALSE)))
td.old <- td %>%
filter(Age.Group == "Old") %>%
mutate(Center.Age = as.numeric(scale(YOB, scale = FALSE)))Footnotes
Reuse
CC-BY-SA 4.0
Citation
BibTeX citation:
@online{gardner2022,
author = {Gardner, Matt Hunt},
title = {Doing It All Again, but `Tidy`},
series = {Linguistics Methods Hub},
volume = {Doing LVC with R},
date = {2022-09-27},
url = {https://lingmethodshub.github.io/content/R/lvc_r/050_lvcr.html},
doi = {10.5281/zenodo.7160718},
langid = {en}
}
For attribution, please cite this work as:
Gardner, Matt Hunt. 2022, September 27. Doing it all again, but `tidy`.
Linguistics Methods Hub: Doing LVC with R. (https://lingmethodshub.github.io/content/R/lvc_r/050_lvcr.html).
doi: 10.5281/zenodo.7160718