Computational Analysis
Term Frequencies
From Stories to Strategy: Oral Histories as Qualitative Evidence for Neighborhood Planning
Preface
Introduction
Computational Analysis
Metadata Analysis
Term Frequencies
N Grams
Topic Modeling
Qualitative Analysis
Applications
References
Computational Analysis
Term Frequencies
Term Frequencies
0.01
0.02
0.01
0.01
0.01
0.02
0.03
0.05
0.05
0.05
0.05
0.13
0.05
0.06
0.04
0.04
0.04
0.04
0.03
0.02
0.03
0.02
0.02
0.03
0.06
0.03
0.03
0.03
0.03
0.02
0.03
0.03
0.02
0.02
0.02
0.06
0.03
0.05
0.03
0.05
0.05
0.02
0.02
0.03
0.03
0.02
0.02
0.02
0.03
0.04
0.04
0.03
0.03
0.03
0.03
0.03
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.02
0.02
0.02
0.01
0.01
0.01
0.01
0.3
0.2
0.1
0.1
0.1
0.1
0.1
0.1
0.1
0.1
0.09
0.07
0.05
0.05
0.05
0.05
0.05
0.05
0.03
0.03
0.04
0.03
0.03
0.02
0.04
0.02
0.02
0.02
0.1
0.08
0.05
0.05
0.05
0.05
0.05
90854
93964
371101
585801
60854
70505
70854
80854
15983
18854
20854
46605
1854
5796
11854
14964
cart
closely
flux
project
remotely
paper
forward
hoping
community
selling
mentality
black
instance
laughing
boots
turkish
father
armenian
john’s
league
overload
sensory
tricks
magic
team
elevated
hamster
hamsters
savings
woolworth’s
pizza
donut
suphtin
dude
legendary
shit
hip
hop
jazz
garden
joe
stacks
tilly
move
idea
backyard
spend
commercialization
feeling’s
indian
kissena
knit
rises
stitch
tight
crowded
fabric
chartered
queensborough
buses
program
laughs
homework
tutoring
volunteer
section
programs
retired
library
leather
pictures
nest
preserving
produce
picture
montgomery
tour
true
building
cops
forensic
wards
diner
godfather
teacher
mom
colosseum
loved
mother
bloomberg
condominium
failing
double
mask
mondays
pantry
lines
food
thursday
masks
children
movie
movies
grade
catholic
TF-IDF by Interview
0.07
0.05
0.04
0.07
0.04
0.04
0.04
0.04
0.04
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.01
0.02
0.02
0.02
0.02
0.02
0.02
0.03
0.02
0.02
0.02
0.02
0.02
0.02
0.02
0.01
0.01
0.01
0.01
1990s-2000s
2010s-2020s
Pre-COVID
Unknown
1930s-1940s
1950s-1960s
1970s-1980s
1980s-1990s
diner
cooked
lucille’s
trade
ihop
brothers
liquor
power
sense
selling
mentality
community
instance
barbados
cassettes
idea
teacher
godfather
spend
paper
volunteer
homework
teaching
retired
bus
buses
gertz
laughing
movies
armenian
amount
board
flyers
hotel
lines
oppressed
realized
community
harvest
masks
dramatic
farm
fascinating
movement
pool
country
built
separated
houses
poetry
hip
hop
scene
colosseum
TF-IDF by Time Period
Metadata Analysis
N Grams