The Top 1000 Words in the Description of Funded Listings vs. Non-Funded Listings
I thought it would be interesting to take a look at the word choice in the Description of funded vs. non-funded listings to see if there is anything significant. It could possibly reveal trigger words that appeal to lenders (or repulse them). To obtain this word ranking, I queried all the completed and expired listings from 2/1/06 to 11/2/07 and counted the number of times each word appears. Words that were less than 5 characters were filtered out so that we can see some more interesting results.
To see the counts, just hover over the word with your mouse and the counts will be displayed for both types of listings in that rank. They were hidden to avoid clutter but I know some of you may be curious anyway. The non-funded word counts will always be higher (roughly 4X) so that is why I chose to order them by rank so we can make a comparison.
To display the top 1000 word rankings, 2 tables were created side-by-side for easy comparison. The table on the right contains the word rankings for the funded listings with the right column being the ranking of that particular word in the non-funded listings. The table on the left contains the word rankings for the non-funded listings with the right column being the ranking of that particular word in the funded listings.
To assist in spotting any significant differences in rankings, the words have been color-coded:
- Blue – The Rankings of these words are >1.5X to 2.0X that of the same word in the complementary table. For example, the word payments ranks 14th in the Funded listings but 28th in the Non-Funded listings.
- Green – The Rankings of these words are >2.0X to 2.5X that of the same word in the complementary table.
- Orange – The Rankings of these words are >2.5X to 3.0X that of the same word in the complementary table.
- Red – The Rankings of these words are >3.0X that of the same word in the complementary table.
| Word Rank – Funded | Word | Word Rank in Non-Funded Rankings | Word Rank – Non-Funded | Word | Word Rank in Funded Rankings | |
|---|---|---|---|---|---|---|
| 1 |
credit
|
2 | 1 |
expenses
|
2 | |
| 2 |
expenses
|
1 | 2 |
credit
|
1 | |
| 3 |
income
|
5 | 3 |
other
|
8 | |
| 4 |
monthly
|
4 | 4 |
monthly
|
4 | |
| 5 |
years
|
10 | 5 |
income
|
3 | |
| 6 |
prosper
|
29 | 6 |
cards
|
7 | |
| 7 |
cards
|
6 | 7 |
loans
|
11 | |
| 8 |
other
|
3 | 8 |
would
|
10 | |
| 9 |
month
|
19 | 9 |
financial
|
13 | |
| 10 |
would
|
8 | 10 |
years
|
5 | |
| 11 |
loans
|
7 | 11 |
insurance
|
16 | |
| 12 |
payment
|
27 | 12 |
situation
|
23 | |
| 13 |
financial
|
9 | 13 |
bills
|
20 | |
| 14 |
payments
|
28 | 14 |
purpose
|
26 | |
| 15 |
money
|
20 | 15 |
internet
|
27 | |
| 16 |
insurance
|
11 | 16 |
phone
|
24 | |
| 17 |
business
|
24 | 17 |
cable
|
31 | |
| 18 |
interest
|
33 | 18 |
household
|
33 | |
| 19 |
about
|
34 | 19 |
month
|
9 | |
| 20 |
bills
|
13 | 20 |
money
|
15 | |
| 21 |
which
|
30 | 21 |
entertainment
|
37 | |
| 22 |
paying
|
23 | 22 |
utilities
|
29 | |
| 23 |
situation
|
12 | 23 |
paying
|
22 | |
| 24 |
phone
|
16 | 24 |
business
|
17 | |
| 25 |
thank
|
32 | 25 |
clothing
|
41 | |
| 26 |
purpose
|
14 | 26 |
housing
|
42 | |
| 27 |
internet
|
15 | 27 |
payment
|
12 | |
| 28 |
after
|
38 | 28 |
payments
|
14 | |
| 29 |
utilities
|
22 | 29 |
prosper
|
6 | |
| 30 |
because
|
31 | 30 |
which
|
21 | |
| 31 |
cable
|
17 | 31 |
because
|
30 | |
| 32 |
total
|
48 | 32 |
thank
|
25 | |
| 33 |
household
|
18 | 33 |
interest
|
18 | |
| 34 |
currently
|
40 | 34 |
about
|
19 | |
| 35 |
current
|
50 | 35 |
explain
|
124 | |
| 36 |
working
|
36 | 36 |
working
|
36 | |
| 37 |
entertainment
|
21 | 37 |
family
|
49 | |
| 38 |
months
|
44 | 38 |
after
|
28 | |
| 39 |
company
|
43 | 39 |
trying
|
75 | |
| 40 |
since
|
49 | 40 |
currently
|
34 | |
| 41 |
clothing
|
25 | 41 |
start
|
56 | |
| 42 |
housing
|
26 | 42 |
using
|
88 | |
| 43 |
mortgage
|
54 | 43 |
company
|
39 | |
| 44 |
score
|
56 | 44 |
months
|
38 | |
| 45 |
first
|
60 | 45 |
please
|
53 | |
| 46 |
listing
|
90 | 46 |
candidate
|
159 | |
| 47 |
school
|
47 | 47 |
school
|
47 | |
| 48 |
house
|
51 | 48 |
total
|
32 | |
| 49 |
family
|
37 | 49 |
since
|
40 | |
| 50 |
these
|
57 | 50 |
current
|
35 | |
| 51 |
there
|
52 | 51 |
house
|
48 | |
| 52 |
amount
|
75 | 52 |
there
|
51 | |
| 53 |
please
|
45 | 53 |
husband
|
55 | |
| 54 |
never
|
72 | 54 |
mortgage
|
43 | |
| 55 |
husband
|
53 | 55 |
myself
|
58 | |
| 56 |
start
|
41 | 56 |
score
|
44 | |
| 57 |
looking
|
58 | 57 |
these
|
50 | |
| 58 |
myself
|
55 | 58 |
looking
|
57 | |
| 59 |
account
|
92 | 59 |
medical
|
70 | |
| 60 |
through
|
68 | 60 |
first
|
45 | |
| 61 |
balance
|
137 | 61 |
little
|
62 | |
| 62 |
little
|
61 | 62 |
children
|
94 | |
| 63 |
going
|
65 | 63 |
getting
|
78 | |
| 64 |
college
|
70 | 64 |
really
|
90 | |
| 65 |
every
|
69 | 65 |
going
|
63 | |
| 66 |
thanks
|
97 | 66 |
could
|
79 | |
| 67 |
great
|
76 | 67 |
debts
|
80 | |
| 68 |
before
|
81 | 68 |
through
|
60 | |
| 69 |
budget
|
86 | 69 |
every
|
65 | |
| 70 |
medical
|
59 | 70 |
college
|
64 | |
| 71 |
again
|
73 | 71 |
better
|
93 | |
| 72 |
being
|
74 | 72 |
never
|
54 | |
| 73 |
payday
|
77 | 73 |
again
|
71 | |
| 74 |
report
|
101 | 74 |
being
|
72 | |
| 75 |
trying
|
39 | 75 |
amount
|
52 | |
| 76 |
making
|
82 | 76 |
great
|
67 | |
| 77 |
small
|
80 | 77 |
payday
|
73 | |
| 78 |
getting
|
63 | 78 |
things
|
112 | |
| 79 |
could
|
66 | 79 |
chance
|
170 | |
| 80 |
debts
|
67 | 80 |
small
|
77 | |
| 81 |
student
|
107 | 81 |
before
|
68 | |
| 82 |
savings
|
140 | 82 |
making
|
76 | |
| 83 |
recently
|
84 | 83 |
consolidate
|
95 | |
| 84 |
accounts
|
110 | 84 |
recently
|
83 | |
| 85 |
rating
|
113 | 85 |
right
|
110 | |
| 86 |
while
|
103 | 86 |
budget
|
69 | |
| 87 |
personal
|
104 | 87 |
behind
|
167 | |
| 88 |
using
|
42 | 88 |
always
|
92 | |
| 89 |
still
|
91 | 89 |
mother
|
156 | |
| 90 |
really
|
64 | 90 |
listing
|
46 | |
| 91 |
taking
|
105 | 91 |
still
|
89 | |
| 92 |
always
|
88 | 92 |
account
|
59 | |
| 93 |
better
|
71 | 93 |
where
|
100 | |
| 94 |
children
|
62 | 94 |
enough
|
99 | |
| 95 |
consolidate
|
83 | 95 |
started
|
105 | |
| 96 |
request
|
143 | 96 |
daughter
|
136 | |
| 97 |
consideration
|
128 | 97 |
thanks
|
66 | |
| 98 |
three
|
100 | 98 |
people
|
102 | |
| 99 |
enough
|
94 | 99 |
until
|
101 | |
| 100 |
where
|
93 | 100 |
three
|
98 | |
| 101 |
until
|
99 | 101 |
report
|
74 | |
| 102 |
people
|
98 | 102 |
purchase
|
107 | |
| 103 |
worked
|
111 | 103 |
while
|
86 | |
| 104 |
funds
|
129 | 104 |
personal
|
87 | |
| 105 |
started
|
95 | 105 |
taking
|
91 | |
| 106 |
their
|
108 | 106 |
single
|
152 | |
| 107 |
purchase
|
102 | 107 |
student
|
81 | |
| 108 |
hello
|
119 | 108 |
their
|
106 | |
| 109 |
married
|
116 | 109 |
track
|
193 | |
| 110 |
right
|
85 | 110 |
accounts
|
84 | |
| 111 |
lower
|
155 | 111 |
worked
|
103 | |
| 112 |
things
|
78 | 112 |
living
|
120 | |
| 113 |
history
|
152 | 113 |
rating
|
85 | |
| 114 |
employed
|
125 | 114 |
everything
|
160 | |
| 115 |
future
|
117 | 115 |
having
|
129 | |
| 116 |
however
|
124 | 116 |
married
|
109 | |
| 117 |
those
|
142 | 117 |
future
|
115 | |
| 118 |
taxes
|
163 | 118 |
deleted
|
142 | |
| 119 |
extra
|
133 | 119 |
hello
|
108 | |
| 120 |
living
|
112 | 120 |
several
|
122 | |
| 121 |
questions
|
204 | 121 |
person
|
189 | |
| 122 |
several
|
120 | 122 |
state
|
131 | |
| 123 |
lenders
|
194 | 123 |
order
|
133 | |
| 124 |
explain
|
35 | 124 |
however
|
116 | |
| 125 |
salary
|
171 | 125 |
employed
|
114 | |
| 126 |
should
|
160 | 126 |
someone
|
309 | |
| 127 |
another
|
127 | 127 |
another
|
127 | |
| 128 |
around
|
136 | 128 |
consideration
|
97 | |
| 129 |
having
|
115 | 129 |
funds
|
104 | |
| 130 |
support
|
131 | 130 |
doing
|
148 | |
| 131 |
state
|
122 | 131 |
support
|
130 | |
| 132 |
bankruptcy
|
145 | 132 |
child
|
172 | |
| 133 |
order
|
123 | 133 |
extra
|
119 | |
| 134 |
additional
|
198 | 134 |
needed
|
155 | |
| 135 |
within
|
157 | 135 |
second
|
151 | |
| 136 |
daughter
|
96 | 136 |
around
|
128 | |
| 137 |
opportunity
|
138 | 137 |
balance
|
61 | |
| 138 |
higher
|
169 | 138 |
opportunity
|
137 | |
| 139 |
already
|
166 | 139 |
problem
|
141 | |
| 140 |
property
|
180 | 140 |
savings
|
82 | |
| 141 |
problem
|
139 | 141 |
allow
|
153 | |
| 142 |
deleted
|
118 | 142 |
those
|
117 | |
| 143 |
during
|
159 | 143 |
request
|
96 | |
| 144 |
investment
|
235 | 144 |
place
|
168 | |
| 145 |
lender
|
222 | 145 |
bankruptcy
|
132 | |
| 146 |
almost
|
156 | 146 |
responsible
|
157 | |
| 147 |
increase
|
186 | 147 |
without
|
162 | |
| 148 |
doing
|
130 | 148 |
improve
|
169 | |
| 149 |
reason
|
162 | 149 |
divorce
|
204 | |
| 150 |
including
|
193 | 150 |
asking
|
187 | |
| 151 |
second
|
135 | 151 |
repay
|
173 | |
| 152 |
single
|
106 | 152 |
history
|
113 | |
| 153 |
allow
|
141 | 153 |
needs
|
207 | |
| 154 |
cover
|
183 | 154 |
problems
|
208 | |
| 155 |
needed
|
134 | 155 |
lower
|
111 | |
| 156 |
mother
|
89 | 156 |
almost
|
146 | |
| 157 |
responsible
|
146 | 157 |
within
|
135 | |
| 158 |
funded
|
277 | 158 |
willing
|
311 | |
| 159 |
candidate
|
46 | 159 |
during
|
143 | |
| 160 |
everything
|
114 | 160 |
should
|
126 | |
| 161 |
position
|
161 | 161 |
position
|
161 | |
| 162 |
without
|
147 | 162 |
reason
|
149 | |
| 163 |
rates
|
208 | 163 |
taxes
|
118 | |
| 164 |
minimum
|
254 | 164 |
provide
|
191 | |
| 165 |
sales
|
184 | 165 |
couple
|
166 | |
| 166 |
couple
|
165 | 166 |
already
|
139 | |
| 167 |
behind
|
87 | 167 |
helping
|
201 | |
| 168 |
place
|
144 | 168 |
catch
|
380 | |
| 169 |
improve
|
148 | 169 |
higher
|
138 | |
| 170 |
chance
|
79 | 170 |
believe
|
182 | |
| 171 |
ratio
|
253 | 171 |
salary
|
125 | |
| 172 |
child
|
132 | 172 |
found
|
183 | |
| 173 |
repay
|
151 | 173 |
taken
|
196 | |
| 174 |
delinquencies
|
375 | 174 |
become
|
203 | |
| 175 |
continue
|
191 | 175 |
father
|
252 | |
| 176 |
group
|
321 | 176 |
process
|
179 | |
| 177 |
estate
|
187 | 177 |
finances
|
200 | |
| 178 |
capital
|
229 | 178 |
advance
|
192 | |
| 179 |
process
|
176 | 179 |
appreciate
|
205 | |
| 180 |
information
|
252 | 180 |
property
|
140 | |
| 181 |
service
|
206 | 181 |
financially
|
237 | |
| 182 |
believe
|
170 | 182 |
stable
|
188 | |
| 183 |
found
|
172 | 183 |
cover
|
154 | |
| 184 |
water
|
227 | 184 |
sales
|
165 | |
| 185 |
degree
|
188 | 185 |
starting
|
212 | |
| 186 |
funding
|
221 | 186 |
increase
|
147 | |
| 187 |
asking
|
150 | 187 |
estate
|
177 | |
| 188 |
stable
|
182 | 188 |
degree
|
185 | |
| 189 |
person
|
121 | 189 |
requesting
|
197 | |
| 190 |
short
|
230 | 190 |
promise
|
210 | |
| 191 |
provide
|
164 | 191 |
continue
|
175 | |
| 192 |
advance
|
178 | 192 |
weeks
|
202 | |
| 193 |
track
|
109 | 193 |
including
|
150 | |
| 194 |
early
|
289 | 194 |
lenders
|
123 | |
| 195 |
costs
|
276 | 195 |
vehicle
|
224 | |
| 196 |
taken
|
173 | 196 |
receive
|
198 | |
| 197 |
requesting
|
189 | 197 |
bring
|
239 | |
| 198 |
receive
|
196 | 198 |
additional
|
134 | |
| 199 |
towards
|
231 | 199 |
moved
|
211 | |
| 200 |
finances
|
177 | 200 |
times
|
263 | |
| 201 |
helping
|
167 | 201 |
parents
|
226 | |
| 202 |
weeks
|
192 | 202 |
caught
|
412 | |
| 203 |
become
|
174 | 203 |
health
|
233 | |
| 204 |
divorce
|
149 | 204 |
questions
|
121 | |
| 205 |
appreciate
|
179 | 205 |
finally
|
245 | |
| 206 |
approximately
|
305 | 206 |
service
|
181 | |
| 207 |
needs
|
153 | 207 |
check
|
209 | |
| 208 |
problems
|
154 | 208 |
rates
|
163 | |
| 209 |
check
|
207 | 209 |
build
|
227 | |
| 210 |
promise
|
190 | 210 |
afford
|
315 | |
| 211 |
moved
|
199 | 211 |
repair
|
282 | |
| 212 |
starting
|
185 | 212 |
possible
|
217 | |
| 213 |
close
|
242 | 213 |
payoff
|
221 | |
| 214 |
remaining
|
331 | 214 |
steady
|
279 | |
| 215 |
above
|
273 | 215 |
under
|
223 | |
| 216 |
below
|
357 | 216 |
consider
|
255 | |
| 217 |
possible
|
212 | 217 |
learned
|
254 | |
| 218 |
employer
|
259 | 218 |
mistakes
|
370 | |
| 219 |
market
|
241 | 219 |
hours
|
272 | |
| 220 |
large
|
246 | 220 |
truck
|
287 | |
| 221 |
payoff
|
213 | 221 |
funding
|
186 | |
| 222 |
balances
|
360 | 222 |
lender
|
145 | |
| 223 |
under
|
215 | 223 |
others
|
258 | |
| 224 |
vehicle
|
195 | 224 |
raise
|
228 | |
| 225 |
excellent
|
306 | 225 |
hospital
|
293 | |
| 226 |
parents
|
201 | 226 |
unfortunately
|
248 | |
| 227 |
build
|
209 | 227 |
water
|
184 | |
| 228 |
raise
|
224 | 228 |
everyone
|
235 | |
| 229 |
rental
|
368 | 229 |
capital
|
178 | |
| 230 |
community
|
308 | 230 |
short
|
190 | |
| 231 |
decided
|
245 | 231 |
towards
|
199 | |
| 232 |
listed
|
314 | 232 |
anything
|
289 | |
| 233 |
health
|
203 | 233 |
employment
|
236 | |
| 234 |
finance
|
296 | 234 |
prove
|
344 | |
| 235 |
everyone
|
228 | 235 |
investment
|
144 | |
| 236 |
employment
|
233 | 236 |
major
|
275 | |
| 237 |
financially
|
181 | 237 |
tried
|
385 | |
| 238 |
previous
|
323 | 238 |
rebuild
|
383 | |
| 239 |
bring
|
197 | 239 |
borrow
|
244 | |
| 240 |
items
|
244 | 240 |
repairs
|
304 | |
| 241 |
between
|
256 | 241 |
market
|
219 | |
| 242 |
store
|
266 | 242 |
close
|
213 | |
| 243 |
average
|
332 | 243 |
together
|
300 | |
| 244 |
borrow
|
239 | 244 |
items
|
240 | |
| 245 |
finally
|
205 | 245 |
decided
|
231 | |
| 246 |
gross
|
411 | 246 |
large
|
220 | |
| 247 |
forward
|
257 | 247 |
something
|
356 | |
| 248 |
unfortunately
|
226 | 248 |
education
|
308 | |
| 249 |
included
|
312 | 249 |
bless
|
432 | |
| 250 |
computer
|
295 | 250 |
career
|
261 | |
| 251 |
summer
|
315 | 251 |
anyone
|
422 | |
| 252 |
father
|
175 | 252 |
information
|
180 | |
| 253 |
available
|
344 | 253 |
ratio
|
171 | |
| 254 |
learned
|
217 | 254 |
minimum
|
164 | |
| 255 |
consider
|
216 | 255 |
honest
|
406 | |
| 256 |
delinquent
|
303 | 256 |
between
|
241 | |
| 257 |
return
|
286 | 257 |
forward
|
247 | |
| 258 |
others
|
223 | 258 |
point
|
331 | |
| 259 |
equity
|
369 | 259 |
employer
|
218 | |
| 260 |
university
|
322 | 260 |
local
|
280 | |
| 261 |
career
|
250 | 261 |
greatly
|
400 | |
| 262 |
works
|
300 | 262 |
ahead
|
424 | |
| 263 |
times
|
200 | 263 |
though
|
284 | |
| 264 |
groceries
|
361 | 264 |
industry
|
265 | |
| 265 |
industry
|
264 | 265 |
surgery
|
410 | |
| 266 |
rather
|
396 | 266 |
store
|
242 | |
| 267 |
public
|
418 | 267 |
begin
|
281 | |
| 268 |
considering
|
348 | 268 |
companies
|
270 | |
| 269 |
experience
|
329 | 269 |
equipment
|
301 | |
| 270 |
companies
|
268 | 270 |
paycheck
|
346 | |
| 271 |
moving
|
278 | 271 |
thing
|
378 | |
| 272 |
hours
|
219 | 272 |
security
|
316 | |
| 273 |
repayment
|
356 | 273 |
above
|
215 | |
| 274 |
following
|
324 | 274 |
dollars
|
299 | |
| 275 |
major
|
236 | 275 |
assistance
|
405 | |
| 276 |
manager
|
320 | 276 |
costs
|
195 | |
| 277 |
addition
|
362 | 277 |
funded
|
158 | |
| 278 |
contact
|
374 | 278 |
moving
|
271 | |
| 279 |
steady
|
214 | 279 |
clean
|
430 | |
| 280 |
local
|
260 | 280 |
coming
|
354 | |
| 281 |
begin
|
267 | 281 |
building
|
283 | |
| 282 |
repair
|
211 | 282 |
received
|
288 | |
| 283 |
building
|
281 | 283 |
fresh
|
629 | |
| 284 |
though
|
263 | 284 |
dream
|
421 | |
| 285 |
priority
|
294 | 285 |
marketing
|
302 | |
| 286 |
least
|
290 | 286 |
return
|
257 | |
| 287 |
truck
|
220 | 287 |
apartment
|
312 | |
| 288 |
received
|
282 | 288 |
secure
|
314 | |
| 289 |
anything
|
232 | 289 |
early
|
194 | |
| 290 |
office
|
291 | 290 |
least
|
286 | |
| 291 |
think
|
299 | 291 |
office
|
290 | |
| 292 |
record
|
465 | 292 |
outstanding
|
353 | |
| 293 |
hospital
|
225 | 293 |
hoping
|
382 | |
| 294 |
graduate
|
354 | 294 |
priority
|
285 | |
| 295 |
purchased
|
371 | 295 |
computer
|
250 | |
| 296 |
electric
|
366 | 296 |
finance
|
234 | |
| 297 |
professional
|
373 | 297 |
although
|
305 | |
| 298 |
lending
|
536 | 298 |
clear
|
387 | |
| 299 |
dollars
|
274 | 299 |
think
|
291 | |
| 300 |
together
|
243 | 300 |
works
|
262 | |
| 301 |
equipment
|
269 | 301 |
young
|
342 | |
| 302 |
marketing
|
285 | 302 |
seeking
|
306 | |
| 303 |
profit
|
351 | 303 |
delinquent
|
256 | |
| 304 |
repairs
|
240 | 304 |
issues
|
333 | |
| 305 |
although
|
297 | 305 |
approximately
|
206 | |
| 306 |
seeking
|
302 | 306 |
excellent
|
225 | |
| 307 |
includes
|
401 | 307 |
important
|
341 | |
| 308 |
education
|
248 | 308 |
community
|
230 | |
| 309 |
someone
|
126 | 309 |
program
|
348 | |
| 310 |
quickly
|
392 | 310 |
leave
|
345 | |
| 311 |
willing
|
158 | 311 |
given
|
416 | |
| 312 |
apartment
|
287 | 312 |
included
|
249 | |
| 313 |
based
|
338 | 313 |
unable
|
482 | |
| 314 |
secure
|
288 | 314 |
listed
|
232 | |
| 315 |
afford
|
210 | 315 |
summer
|
251 | |
| 316 |
security
|
272 | 316 |
along
|
371 | |
| 317 |
details
|
417 | 317 |
finish
|
360 | |
| 318 |
email
|
330 | 318 |
caused
|
403 | |
| 319 |
happy
|
372 | 319 |
instead
|
327 | |
| 320 |
wedding
|
345 | 320 |
manager
|
276 | |
| 321 |
emergency
|
388 | 321 |
group
|
176 | |
| 322 |
services
|
339 | 322 |
university
|
260 | |
| 323 |
fully
|
477 | 323 |
previous
|
238 | |
| 324 |
bought
|
365 | 324 |
following
|
274 | |
| 325 |
revolving
|
587 | 325 |
cannot
|
484 | |
| 326 |
include
|
405 | 326 |
worker
|
731 | |
| 327 |
instead
|
319 | 327 |
understand
|
396 | |
| 328 |
actually
|
391 | 328 |
consolidation
|
441 | |
| 329 |
management
|
333 | 329 |
experience
|
269 | |
| 330 |
viewing
|
355 | 330 |
email
|
318 | |
| 331 |
point
|
258 | 331 |
remaining
|
214 | |
| 332 |
invest
|
451 | 332 |
average
|
243 | |
| 333 |
issues
|
304 | 333 |
management
|
329 | |
| 334 |
saving
|
352 | 334 |
complete
|
335 | |
| 335 |
complete
|
334 | 335 |
difficult
|
429 | |
| 336 |
scores
|
367 | 336 |
obtain
|
428 | |
| 337 |
means
|
346 | 337 |
creditors
|
472 | |
| 338 |
missed
|
450 | 338 |
based
|
313 | |
| 339 |
website
|
381 | 339 |
services
|
322 | |
| 340 |
owner
|
343 | 340 |
tuition
|
358 | |
| 341 |
important
|
307 | 341 |
wonderful
|
366 | |
| 342 |
young
|
301 | 342 |
disability
|
511 | |
| 343 |
expense
|
427 | 343 |
owner
|
340 | |
| 344 |
prove
|
234 | 344 |
available
|
253 | |
| 345 |
leave
|
310 | 345 |
wedding
|
320 | |
| 346 |
paycheck
|
270 | 346 |
means
|
337 | |
| 347 |
thought
|
347 | 347 |
thought
|
347 | |
| 348 |
program
|
309 | 348 |
considering
|
268 | |
| 349 |
closing
|
389 | 349 |
longer
|
399 | |
| 350 |
obligations
|
370 | 350 |
change
|
417 | |
| 351 |
recent
|
385 | 351 |
profit
|
303 | |
| 352 |
shows
|
496 | 352 |
saving
|
334 | |
| 353 |
outstanding
|
292 | 353 |
ready
|
384 | |
| 354 |
coming
|
280 | 354 |
graduate
|
294 | |
| 355 |
project
|
463 | 355 |
viewing
|
330 | |
| 356 |
something
|
247 | 356 |
repayment
|
273 | |
| 357 |
easily
|
480 | 357 |
below
|
216 | |
| 358 |
tuition
|
340 | 358 |
rebuilding
|
388 | |
| 359 |
mistake
|
404 | 359 |
successful
|
368 | |
| 360 |
finish
|
317 | 360 |
balances
|
222 | |
| 361 |
annual
|
542 | 361 |
groceries
|
264 | |
| 362 |
period
|
394 | 362 |
addition
|
277 | |
| 363 |
makes
|
376 | 363 |
different
|
463 | |
| 364 |
intend
|
553 | 364 |
realize
|
404 | |
| 365 |
positive
|
403 | 365 |
bought
|
324 | |
| 366 |
wonderful
|
341 | 366 |
electric
|
296 | |
| 367 |
refinance
|
430 | 367 |
scores
|
336 | |
| 368 |
successful
|
359 | 368 |
rental
|
229 | |
| 369 |
further
|
408 | 369 |
equity
|
259 | |
| 370 |
mistakes
|
218 | 370 |
obligations
|
350 | |
| 371 |
along
|
316 | 371 |
purchased
|
295 | |
| 372 |
approx
|
414 | 372 |
happy
|
319 | |
| 373 |
automatically
|
395 | 373 |
professional
|
297 | |
| 374 |
prior
|
422 | 374 |
contact
|
278 | |
| 375 |
grade
|
538 | 375 |
delinquencies
|
174 | |
| 376 |
quite
|
440 | 376 |
makes
|
363 | |
| 377 |
field
|
387 | 377 |
stress
|
546 | |
| 378 |
thing
|
271 | 378 |
gotten
|
587 | |
| 379 |
wanted
|
407 | 379 |
world
|
439 | |
| 380 |
catch
|
168 | 380 |
selling
|
401 | |
| 381 |
number
|
412 | 381 |
website
|
339 | |
| 382 |
hoping
|
293 | 382 |
military
|
526 | |
| 383 |
rebuild
|
238 | 383 |
became
|
512 | |
| 384 |
ready
|
353 | 384 |
appreciated
|
543 | |
| 385 |
tried
|
237 | 385 |
recent
|
351 | |
| 386 |
value
|
498 | 386 |
offer
|
391 | |
| 387 |
clear
|
298 | 387 |
field
|
377 | |
| 388 |
rebuilding
|
358 | 388 |
emergency
|
321 | |
| 389 |
explanation
|
616 | 389 |
closing
|
349 | |
| 390 |
inventory
|
439 | 390 |
lives
|
494 | |
| 391 |
offer
|
386 | 391 |
actually
|
328 | |
| 392 |
bonus
|
652 | 392 |
quickly
|
310 | |
| 393 |
extremely
|
469 | 393 |
expand
|
460 | |
| 394 |
completely
|
476 | 394 |
period
|
362 | |
| 395 |
ability
|
438 | 395 |
automatically
|
373 | |
| 396 |
understand
|
327 | 396 |
rather
|
266 | |
| 397 |
retirement
|
426 | 397 |
establish
|
509 | |
| 398 |
graduated
|
493 | 398 |
friends
|
436 | |
| 399 |
longer
|
349 | 399 |
hopefully
|
420 | |
| 400 |
greatly
|
261 | 400 |
heart
|
772 | |
| 401 |
selling
|
380 | 401 |
includes
|
307 | |
| 402 |
profile
|
544 | 402 |
comes
|
440 | |
| 403 |
caused
|
318 | 403 |
positive
|
365 | |
| 404 |
realize
|
364 | 404 |
mistake
|
359 | |
| 405 |
assistance
|
275 | 405 |
include
|
326 | |
| 406 |
honest
|
255 | 406 |
control
|
569 | |
| 407 |
fiance
|
436 | 407 |
wanted
|
379 | |
| 408 |
result
|
429 | 408 |
further
|
369 | |
| 409 |
combined
|
556 | 409 |
deposit
|
475 | |
| 410 |
surgery
|
265 | 410 |
checking
|
446 | |
| 411 |
borrowing
|
779 | 411 |
gross
|
246 | |
| 412 |
caught
|
202 | 412 |
number
|
381 | |
| 413 |
spend
|
473 | 413 |
reading
|
464 | |
| 414 |
fixed
|
464 | 414 |
approx
|
372 | |
| 415 |
borrower
|
789 | 415 |
divorced
|
599 | |
| 416 |
given
|
311 | 416 |
friend
|
452 | |
| 417 |
change
|
350 | 417 |
details
|
317 | |
| 418 |
emergencies
|
454 | 418 |
public
|
267 | |
| 419 |
contract
|
432 | 419 |
online
|
450 | |
| 420 |
hopefully
|
399 | 420 |
course
|
447 | |
| 421 |
dream
|
284 | 421 |
lived
|
443 | |
| 422 |
anyone
|
251 | 422 |
prior
|
374 | |
| 423 |
america
|
631 | 423 |
august
|
453 | |
| 424 |
ahead
|
262 | 424 |
direct
|
505 | |
| 425 |
system
|
472 | 425 |
filed
|
433 | |
| 426 |
worth
|
449 | 426 |
retirement
|
397 | |
| 427 |
pretty
|
443 | 427 |
expense
|
343 | |
| 428 |
obtain
|
336 | 428 |
clients
|
479 | |
| 429 |
difficult
|
335 | 429 |
result
|
408 | |
| 430 |
clean
|
279 | 430 |
refinance
|
367 | |
| 431 |
experian
|
687 | 431 |
happen
|
596 | |
| 432 |
bless
|
249 | 432 |
contract
|
419 | |
| 433 |
filed
|
425 | 433 |
accident
|
656 | |
| 434 |
deductions
|
660 | 434 |
therefore
|
462 | |
| 435 |
collection
|
514 | 435 |
nothing
|
520 | |
| 436 |
friends
|
398 | 436 |
fiance
|
407 | |
| 437 |
closed
|
551 | 437 |
advertising
|
445 | |
| 438 |
limit
|
575 | 438 |
ability
|
395 | |
| 439 |
world
|
379 | 439 |
inventory
|
390 | |
| 440 |
comes
|
402 | 440 |
quite
|
376 | |
| 441 |
consolidation
|
328 | 441 |
standing
|
507 | |
| 442 |
leaves
|
588 | 442 |
takes
|
584 | |
| 443 |
lived
|
421 | 443 |
pretty
|
427 | |
| 444 |
potential
|
461 | 444 |
goals
|
468 | |
| 445 |
advertising
|
437 | 445 |
running
|
557 | |
| 446 |
checking
|
410 | 446 |
social
|
617 | |
| 447 |
course
|
420 | 447 |
giving
|
542 | |
| 448 |
january
|
470 | 448 |
buying
|
461 | |
| 449 |
expect
|
648 | 449 |
worth
|
426 | |
| 450 |
online
|
419 | 450 |
missed
|
338 | |
| 451 |
follows
|
606 | 451 |
invest
|
332 | |
| 452 |
friend
|
416 | 452 |
overtime
|
466 | |
| 453 |
august
|
423 | 453 |
parent
|
792 | |
| 454 |
reduce
|
490 | 454 |
emergencies
|
418 | |
| 455 |
california
|
607 | 455 |
sincerely
|
499 | |
| 456 |
growing
|
460 | 456 |
assist
|
602 | |
| 457 |
charge
|
591 | 457 |
reliable
|
600 | |
| 458 |
member
|
500 | 458 |
normal
|
490 | |
| 459 |
private
|
504 | 459 |
timely
|
478 | |
| 460 |
expand
|
393 | 460 |
growing
|
456 | |
| 461 |
buying
|
448 | 461 |
potential
|
444 | |
| 462 |
therefore
|
434 | 462 |
beautiful
|
514 | |
| 463 |
different
|
363 | 463 |
project
|
355 | |
| 464 |
reading
|
413 | 464 |
fixed
|
414 | |
| 465 |
software
|
707 | 465 |
record
|
292 | |
| 466 |
overtime
|
452 | 466 |
enjoy
|
467 | |
| 467 |
enjoy
|
466 | 467 |
turned
|
620 | |
| 468 |
goals
|
444 | 468 |
later
|
470 | |
| 469 |
teacher
|
475 | 469 |
extremely
|
393 | |
| 470 |
later
|
468 | 470 |
january
|
448 | |
| 471 |
spent
|
486 | 471 |
cancer
|
814 | |
| 472 |
creditors
|
337 | 472 |
system
|
425 | |
| 473 |
investing
|
738 | 473 |
spend
|
413 | |
| 474 |
toward
|
530 | 474 |
unexpected
|
476 | |
| 475 |
deposit
|
409 | 475 |
teacher
|
469 | |
| 476 |
unexpected
|
474 | 476 |
completely
|
394 | |
| 477 |
properties
|
508 | 477 |
fully
|
323 | |
| 478 |
timely
|
459 | 478 |
christmas
|
769 | |
| 479 |
clients
|
428 | 479 |
decent
|
563 | |
| 480 |
planning
|
572 | 480 |
easily
|
357 | |
| 481 |
nearly
|
645 | 481 |
marriage
|
581 | |
| 482 |
unable
|
313 | 482 |
helped
|
642 | |
| 483 |
members
|
580 | 483 |
easier
|
703 | |
| 484 |
cannot
|
325 | 484 |
decisions
|
660 | |
| 485 |
answer
|
664 | 485 |
trouble
|
607 | |
| 486 |
american
|
535 | 486 |
spent
|
471 | |
| 487 |
eliminate
|
489 | 487 |
daughters
|
679 | |
| 488 |
march
|
528 | 488 |
product
|
540 | |
| 489 |
payroll
|
531 | 489 |
eliminate
|
487 | |
| 490 |
normal
|
458 | 490 |
reduce
|
454 | |
| 491 |
chase
|
903 | 491 |
spouse
|
523 | |
| 492 |
dental
|
501 | 492 |
necessary
|
535 | |
| 493 |
spending
|
596 | 493 |
graduated
|
398 | |
| 494 |
lives
|
390 | 494 |
florida
|
665 | |
| 495 |
active
|
569 | 495 |
woman
|
688 | |
| 496 |
lines
|
692 | 496 |
shows
|
352 | |
| 497 |
april
|
541 | 497 |
ended
|
538 | |
| 498 |
december
|
499 | 498 |
value
|
386 | |
| 499 |
sincerely
|
455 | 499 |
december
|
498 | |
| 500 |
solid
|
600 | 500 |
member
|
458 | |
| 501 |
strong
|
521 | 501 |
dental
|
492 | |
| 502 |
lease
|
519 | 502 |
september
|
519 | |
| 503 |
delinquency
|
1002 | 503 |
approved
|
610 | |
| 504 |
construction
|
593 | 504 |
private
|
459 | |
| 505 |
direct
|
424 | 505 |
trust
|
594 | |
| 506 |
department
|
584 | 506 |
owned
|
513 | |
| 507 |
standing
|
441 | 507 |
doesn
|
576 | |
| 508 |
retail
|
524 | 508 |
properties
|
477 | |
| 509 |
establish
|
397 | 509 |
weekly
|
627 | |
| 510 |
texas
|
654 | 510 |
alone
|
603 | |
| 511 |
disability
|
342 | 511 |
success
|
544 | |
| 512 |
became
|
383 | 512 |
present
|
534 | |
| 513 |
owned
|
506 | 513 |
daycare
|
595 | |
| 514 |
beautiful
|
462 | 514 |
collection
|
435 | |
| 515 |
electricity
|
621 | 515 |
government
|
661 | |
| 516 |
investments
|
947 | 516 |
customers
|
609 | |
| 517 |
perfect
|
550 | 517 |
truly
|
654 | |
| 518 |
training
|
555 | 518 |
transportation
|
641 | |
| 519 |
september
|
502 | 519 |
lease
|
502 | |
| 520 |
nothing
|
435 | 520 |
beginning
|
560 | |
| 521 |
bidding
|
999 | 521 |
strong
|
501 | |
| 522 |
showing
|
615 | 522 |
matter
|
692 | |
| 523 |
spouse
|
491 | 523 |
classes
|
566 | |
| 524 |
leaving
|
532 | 524 |
retail
|
508 | |
| 525 |
requested
|
627 | 525 |
lesson
|
549 | |
| 526 |
military
|
382 | 526 |
october
|
556 | |
| 527 |
loaned
|
647 | 527 |
incurred
|
611 | |
| 528 |
level
|
529 | 528 |
march
|
488 | |
| 529 |
price
|
611 | 529 |
level
|
528 | |
| 530 |
operating
|
601 | 530 |
toward
|
474 | |
| 531 |
partner
|
609 | 531 |
payroll
|
489 | |
| 532 |
review
|
729 | 532 |
leaving
|
524 | |
| 533 |
collections
|
602 | 533 |
seems
|
681 | |
| 534 |
present
|
512 | 534 |
began
|
586 | |
| 535 |
necessary
|
492 | 535 |
american
|
486 | |
| 536 |
regular
|
545 | 536 |
lending
|
298 | |
| 537 |
eventually
|
560 | 537 |
books
|
588 | |
| 538 |
ended
|
497 | 538 |
grade
|
375 | |
| 539 |
leader
|
1283 | 539 |
products
|
591 | |
| 540 |
product
|
488 | 540 |
required
|
547 | |
| 541 |
revenue
|
708 | 541 |
april
|
497 | |
| 542 |
giving
|
447 | 542 |
annual
|
361 | |
| 543 |
appreciated
|
384 | 543 |
determined
|
666 | |
| 544 |
success
|
511 | 544 |
profile
|
402 | |
| 545 |
except
|
595 | 545 |
regular
|
536 | |
| 546 |
stress
|
377 | 546 |
receiving
|
567 | |
| 547 |
required
|
540 | 547 |
called
|
552 | |
| 548 |
development
|
715 | 548 |
existing
|
592 | |
| 549 |
lesson
|
525 | 549 |
doctor
|
796 | |
| 550 |
teaching
|
636 | 550 |
perfect
|
517 | |
| 551 |
portion
|
717 | 551 |
closed
|
437 | |
| 552 |
called
|
547 | 552 |
established
|
565 | |
| 553 |
smaller
|
567 | 553 |
intend
|
364 | |
| 554 |
reasons
|
577 | 554 |
supplies
|
578 | |
| 555 |
furniture
|
557 | 555 |
training
|
518 | |
| 556 |
october
|
526 | 556 |
combined
|
409 | |
| 557 |
running
|
445 | 557 |
furniture
|
555 | |
| 558 |
employee
|
573 | 558 |
negative
|
573 | |
| 559 |
improving
|
633 | 559 |
directly
|
668 | |
| 560 |
beginning
|
520 | 560 |
eventually
|
537 | |
| 561 |
today
|
568 | 561 |
break
|
680 | |
| 562 |
increased
|
711 | 562 |
putting
|
570 | |
| 563 |
decent
|
479 | 563 |
sister
|
810 | |
| 564 |
homes
|
579 | 564 |
forced
|
667 | |
| 565 |
established
|
552 | 565 |
keeping
|
636 | |
| 566 |
classes
|
523 | 566 |
maintain
|
638 | |
| 567 |
receiving
|
546 | 567 |
smaller
|
553 | |
| 568 |
immediately
|
737 | 568 |
today
|
561 | |
| 569 |
control
|
406 | 569 |
active
|
495 | |
| 570 |
putting
|
562 | 570 |
purchasing
|
601 | |
| 571 |
travel
|
574 | 571 |
disabled
|
1055 | |
| 572 |
financing
|
634 | 572 |
planning
|
480 | |
| 573 |
negative
|
558 | 573 |
employee
|
558 | |
| 574 |
interested
|
651 | 574 |
travel
|
571 | |
| 575 |
union
|
685 | 575 |
limit
|
438 | |
| 576 |
doesn
|
507 | 576 |
benefits
|
676 | |
| 577 |
share
|
640 | 577 |
reasons
|
554 | |
| 578 |
supplies
|
554 | 578 |
individual
|
655 | |
| 579 |
usually
|
714 | 579 |
homes
|
564 | |
| 580 |
agency
|
592 | 580 |
members
|
483 | |
| 581 |
marriage
|
481 | 581 |
passed
|
801 | |
| 582 |
sources
|
697 | 582 |
handle
|
614 | |
| 583 |
opened
|
658 | 583 |
legal
|
624 | |
| 584 |
takes
|
442 | 584 |
department
|
506 | |
| 585 |
might
|
619 | 585 |
serious
|
767 | |
| 586 |
began
|
534 | 586 |
struggling
|
945 | |
| 587 |
gotten
|
378 | 587 |
revolving
|
325 | |
| 588 |
books
|
537 | 588 |
leaves
|
442 | |
| 589 |
highest
|
734 | 589 |
repaying
|
608 | |
| 590 |
manage
|
594 | 590 |
girls
|
838 | |
| 591 |
products
|
539 | 591 |
charge
|
457 | |
| 592 |
existing
|
548 | 592 |
agency
|
580 | |
| 593 |
completed
|
650 | 593 |
construction
|
504 | |
| 594 |
trust
|
505 | 594 |
manage
|
590 | |
| 595 |
daycare
|
513 | 595 |
except
|
545 | |
| 596 |
happen
|
431 | 596 |
spending
|
493 | |
| 597 |
proceeds
|
821 | 597 |
retired
|
765 | |
| 598 |
commission
|
623 | 598 |
church
|
806 | |
| 599 |
divorced
|
415 | 599 |
brother
|
662 | |
| 600 |
reliable
|
457 | 600 |
solid
|
500 | |
| 601 |
purchasing
|
570 | 601 |
operating
|
530 | |
| 602 |
assist
|
456 | 602 |
collections
|
533 | |
| 603 |
alone
|
510 | 603 |
banks
|
615 | |
| 604 |
larger
|
713 | 604 |
fallen
|
1344 | |
| 605 |
sooner
|
644 | 605 |
consolidating
|
626 | |
| 606 |
replace
|
682 | 606 |
follows
|
451 | |
| 607 |
trouble
|
485 | 607 |
california
|
455 | |
| 608 |
repaying
|
589 | 608 |
drive
|
652 | |
| 609 |
customers
|
516 | 609 |
partner
|
531 | |
| 610 |
approved
|
503 | 610 |
assistant
|
633 | |
| 611 |
incurred
|
527 | 611 |
price
|
529 | |
| 612 |
either
|
689 | 612 |
basis
|
657 | |
| 613 |
saved
|
721 | 613 |
nursing
|
899 | |
| 614 |
handle
|
582 | 614 |
status
|
645 | |
| 615 |
banks
|
603 | 615 |
showing
|
522 | |
| 616 |
space
|
780 | 616 |
explanation
|
389 | |
| 617 |
social
|
446 | 617 |
attorney
|
635 | |
| 618 |
maintenance
|
835 | 618 |
allowed
|
690 | |
| 619 |
final
|
703 | 619 |
might
|
585 | |
| 620 |
turned
|
467 | 620 |
applied
|
644 | |
| 621 |
faster
|
710 | 621 |
electricity
|
515 | |
| 622 |
growth
|
762 | 622 |
sometimes
|
804 | |
| 623 |
general
|
744 | 623 |
commission
|
598 | |
| 624 |
legal
|
583 | 624 |
plans
|
632 | |
| 625 |
design
|
726 | 625 |
court
|
834 | |
| 626 |
consolidating
|
605 | 626 |
worry
|
871 | |
| 627 |
weekly
|
509 | 627 |
requested
|
525 | |
| 628 |
simply
|
668 | 628 |
whole
|
684 | |
| 629 |
fresh
|
283 | 629 |
center
|
637 | |
| 630 |
covered
|
673 | 630 |
license
|
686 | |
| 631 |
related
|
858 | 631 |
america
|
423 | |
| 632 |
plans
|
624 | 632 |
focus
|
713 | |
| 633 |
assistant
|
610 | 633 |
improving
|
559 | |
| 634 |
charges
|
706 | 634 |
financing
|
572 | |
| 635 |
attorney
|
617 | 635 |
cleaning
|
773 | |
| 636 |
keeping
|
565 | 636 |
teaching
|
550 | |
| 637 |
center
|
629 | 637 |
faith
|
963 | |
| 638 |
maintain
|
566 | 638 |
story
|
701 | |
| 639 |
built
|
722 | 639 |
knows
|
677 | |
| 640 |
customer
|
656 | 640 |
share
|
577 | |
| 641 |
transportation
|
518 | 641 |
involved
|
643 | |
| 642 |
helped
|
482 | 642 |
husbands
|
819 | |
| 643 |
involved
|
641 | 643 |
november
|
691 | |
| 644 |
applied
|
620 | 644 |
sooner
|
605 | |
| 645 |
status
|
614 | 645 |
nearly
|
481 | |
| 646 |
issue
|
701 | 646 |
becoming
|
682 | |
| 647 |
probably
|
810 | 647 |
loaned
|
527 | |
| 648 |
assets
|
1104 | 648 |
expect
|
449 | |
| 649 |
consulting
|
876 | 649 |
ourselves
|
653 | |
| 650 |
officer
|
694 | 650 |
completed
|
593 | |
| 651 |
double
|
752 | 651 |
interested
|
574 | |
| 652 |
drive
|
608 | 652 |
bonus
|
392 | |
| 653 |
ourselves
|
649 | 653 |
expensive
|
674 | |
| 654 |
truly
|
517 | 654 |
texas
|
510 | |
| 655 |
individual
|
578 | 655 |
states
|
675 | |
| 656 |
accident
|
433 | 656 |
customer
|
640 | |
| 657 |
basis
|
612 | 657 |
illness
|
1141 | |
| 658 |
location
|
662 | 658 |
opened
|
583 | |
| 659 |
removed
|
802 | 659 |
wants
|
937 | |
| 660 |
decisions
|
484 | 660 |
deductions
|
434 | |
| 661 |
government
|
515 | 661 |
managed
|
707 | |
| 662 |
brother
|
599 | 662 |
location
|
658 | |
| 663 |
withdraw
|
735 | 663 |
create
|
764 | |
| 664 |
entire
|
705 | 664 |
answer
|
485 | |
| 665 |
florida
|
494 | 665 |
miles
|
716 | |
| 666 |
determined
|
543 | 666 |
haven
|
737 | |
| 667 |
forced
|
564 | 667 |
night
|
821 | |
| 668 |
directly
|
559 | 668 |
simply
|
628 | |
| 669 |
decision
|
696 | 669 |
responsibility
|
673 | |
| 670 |
discharged
|
749 | 670 |
correct
|
813 | |
| 671 |
february
|
755 | 671 |
businesses
|
697 | |
| 672 |
picture
|
745 | 672 |
attending
|
816 | |
| 673 |
responsibility
|
669 | 673 |
covered
|
630 | |
| 674 |
expensive
|
653 | 674 |
semester
|
749 | |
| 675 |
states
|
655 | 675 |
wanting
|
967 | |
| 676 |
benefits
|
576 | 676 |
dedicated
|
862 | |
| 677 |
knows
|
639 | 677 |
achieve
|
762 | |
| 678 |
added
|
740 | 678 |
offered
|
694 | |
| 679 |
daughters
|
487 | 679 |
younger
|
987 | |
| 680 |
break
|
561 | 680 |
applying
|
776 | |
| 681 |
seems
|
533 | 681 |
couldn
|
738 | |
| 682 |
becoming
|
646 | 682 |
replace
|
606 | |
| 683 |
borrowers
|
1687 | 683 |
attend
|
886 | |
| 684 |
whole
|
628 | 684 |
enable
|
873 | |
| 685 |
remainder
|
848 | 685 |
union
|
575 | |
| 686 |
license
|
630 | 686 |
country
|
687 | |
| 687 |
country
|
686 | 687 |
experian
|
431 | |
| 688 |
woman
|
495 | 688 |
slowly
|
829 | |
| 689 |
engineer
|
1011 | 689 |
either
|
612 | |
| 690 |
allowed
|
618 | 690 |
restaurant
|
777 | |
| 691 |
november
|
643 | 691 |
waiting
|
830 | |
| 692 |
matter
|
522 | 692 |
lines
|
496 | |
| 693 |
primary
|
915 | 693 |
nurse
|
835 | |
| 694 |
offered
|
678 | 694 |
officer
|
650 | |
| 695 |
master
|
865 | 695 |
maximum
|
771 | |
| 696 |
learn
|
791 | 696 |
decision
|
669 | |
| 697 |
businesses
|
671 | 697 |
sources
|
582 | |
| 698 |
majority
|
869 | 698 |
chapter
|
730 | |
| 699 |
committed
|
748 | 699 |
rough
|
1035 | |
| 700 |
difference
|
837 | 700 |
relationship
|
843 | |
| 701 |
story
|
638 | 701 |
issue
|
646 | |
| 702 |
reinvest
|
1612 | 702 |
option
|
711 | |
| 703 |
easier
|
483 | 703 |
final
|
619 | |
| 704 |
reports
|
889 | 704 |
third
|
753 | |
| 705 |
raised
|
741 | 705 |
entire
|
664 | |
| 706 |
verified
|
1382 | 706 |
charges
|
634 | |
| 707 |
managed
|
661 | 707 |
software
|
465 | |
| 708 |
assure
|
809 | 708 |
revenue
|
541 | |
| 709 |
condo
|
974 | 709 |
season
|
728 | |
| 710 |
research
|
924 | 710 |
faster
|
621 | |
| 711 |
option
|
702 | 711 |
increased
|
562 | |
| 712 |
national
|
723 | 712 |
borrowed
|
768 | |
| 713 |
focus
|
632 | 713 |
larger
|
604 | |
| 714 |
default
|
931 | 714 |
usually
|
579 | |
| 715 |
changed
|
778 | 715 |
development
|
548 | |
| 716 |
miles
|
665 | 716 |
venture
|
742 | |
| 717 |
vehicles
|
750 | 717 |
portion
|
551 | |
| 718 |
federal
|
719 | 718 |
various
|
729 | |
| 719 |
reported
|
1094 | 719 |
federal
|
718 | |
| 720 |
homeowner
|
951 | 720 |
raising
|
900 | |
| 721 |
contractor
|
847 | 721 |
saved
|
613 | |
| 722 |
listings
|
998 | 722 |
built
|
639 | |
| 723 |
earlier
|
874 | 723 |
national
|
712 | |
| 724 |
stock
|
985 | 724 |
suffered
|
964 | |
| 725 |
accumulated
|
807 | 725 |
cycle
|
778 | |
| 726 |
plenty
|
829 | 726 |
design
|
625 | |
| 727 |
miscellaneous
|
1056 | 727 |
basically
|
809 | |
| 728 |
season
|
709 | 728 |
older
|
887 | |
| 729 |
various
|
718 | 729 |
review
|
532 | |
| 730 |
chapter
|
698 | 730 |
needing
|
1013 | |
| 731 |
worker
|
326 | 731 |
whatever
|
884 | |
| 732 |
projects
|
842 | 732 |
maybe
|
977 | |
| 733 |
title
|
763 | 733 |
proud
|
783 | |
| 734 |
previously
|
909 | 734 |
highest
|
589 | |
| 735 |
breakdown
|
1027 | 735 |
withdraw
|
663 | |
| 736 |
roughly
|
958 | 736 |
happened
|
875 | |
| 737 |
haven
|
666 | 737 |
immediately
|
568 | |
| 738 |
couldn
|
681 | 738 |
investing
|
473 | |
| 739 |
students
|
857 | 739 |
everyday
|
1196 | |
| 740 |
phones
|
991 | 740 |
added
|
678 | |
| 741 |
expected
|
866 | 741 |
raised
|
705 | |
| 742 |
venture
|
716 | 742 |
payed
|
916 | |
| 743 |
significant
|
956 | 743 |
finished
|
746 | |
| 744 |
excited
|
891 | 744 |
general
|
623 | |
| 745 |
investors
|
887 | 745 |
picture
|
672 | |
| 746 |
finished
|
743 | 746 |
wrong
|
850 | |
| 747 |
records
|
1093 | 747 |
special
|
849 | |
| 748 |
twice
|
794 | 748 |
committed
|
699 | |
| 749 |
semester
|
674 | 749 |
discharged
|
670 | |
| 750 |
relisting
|
1300 | 750 |
vehicles
|
717 | |
| 751 |
address
|
964 | 751 |
reach
|
848 | |
| 752 |
commercial
|
844 | 752 |
double
|
651 | |
| 753 |
third
|
704 | 753 |
winter
|
820 | |
| 754 |
quality
|
784 | 754 |
settlement
|
860 | |
| 755 |
seven
|
764 | 755 |
february
|
671 | |
| 756 |
stated
|
804 | 756 |
driver
|
1006 | |
| 757 |
invested
|
932 | 757 |
against
|
774 | |
| 758 |
yearly
|
854 | 758 |
created
|
877 | |
| 759 |
automatic
|
774 | 759 |
burden
|
907 | |
| 760 |
background
|
962 | 760 |
independent
|
812 | |
| 761 |
initial
|
996 | 761 |
diagnosed
|
1146 | |
| 762 |
achieve
|
677 | 762 |
growth
|
622 | |
| 763 |
signed
|
792 | 763 |
title
|
733 | |
| 764 |
create
|
663 | 764 |
seven
|
755 | |
| 765 |
retired
|
597 | 765 |
tough
|
1215 | |
| 766 |
inquiries
|
1243 | 766 |
manner
|
920 | |
| 767 |
serious
|
585 | 767 |
renting
|
881 | |
| 768 |
borrowed
|
712 | 768 |
dreams
|
983 | |
| 769 |
christmas
|
478 | 769 |
choices
|
1077 | |
| 770 |
mostly
|
788 | 770 |
dependable
|
1150 | |
| 771 |
maximum
|
695 | 771 |
confident
|
808 | |
| 772 |
heart
|
400 | 772 |
front
|
861 | |
| 773 |
cleaning
|
635 | 773 |
hardworking
|
1073 | |
| 774 |
against
|
757 | 774 |
automatic
|
759 | |
| 775 |
verify
|
1160 | 775 |
especially
|
789 | |
| 776 |
applying
|
680 | 776 |
unemployed
|
839 | |
| 777 |
restaurant
|
690 | 777 |
grateful
|
1062 | |
| 778 |
cycle
|
725 | 778 |
changed
|
715 | |
| 779 |
girlfriend
|
900 | 779 |
borrowing
|
411 | |
| 780 |
earning
|
819 | 780 |
space
|
616 | |
| 781 |
amounts
|
836 | 781 |
intrest
|
1416 | |
| 782 |
agreed
|
850 | 782 |
class
|
837 | |
| 783 |
proud
|
733 | 783 |
desperately
|
1411 | |
| 784 |
accounting
|
920 | 784 |
quality
|
754 | |
| 785 |
outside
|
823 | 785 |
desperate
|
1409 | |
| 786 |
corporate
|
849 | 786 |
checks
|
894 | |
| 787 |
bonuses
|
1116 | 787 |
asked
|
852 | |
| 788 |
original
|
1123 | 788 |
mostly
|
770 | |
| 789 |
especially
|
775 | 789 |
borrower
|
415 | |
| 790 |
improved
|
852 | 790 |
apply
|
869 | |
| 791 |
range
|
942 | 791 |
learn
|
696 | |
| 792 |
parent
|
453 | 792 |
signed
|
763 | |
| 793 |
power
|
843 | 793 |
promotion
|
799 | |
| 794 |
visit
|
826 | 794 |
twice
|
748 | |
| 795 |
definitely
|
806 | 795 |
vacation
|
911 | |
| 796 |
doctor
|
549 | 796 |
mobile
|
878 | |
| 797 |
spring
|
965 | 797 |
moment
|
996 | |
| 798 |
senior
|
851 | 798 |
cause
|
1217 | |
| 799 |
promotion
|
793 | 799 |
obtaining
|
976 | |
| 800 |
improvements
|
862 | 800 |
daily
|
883 | |
| 801 |
passed
|
581 | 801 |
anymore
|
1179 | |
| 802 |
aside
|
911 | 802 |
removed
|
659 | |
| 803 |
telephone
|
853 | 803 |
proof
|
892 | |
| 804 |
sometimes
|
622 | 804 |
stated
|
756 | |
| 805 |
learning
|
908 | 805 |
helps
|
969 | |
| 806 |
church
|
598 | 806 |
definitely
|
795 | |
| 807 |
realized
|
875 | 807 |
accumulated
|
725 | |
| 808 |
confident
|
771 | 808 |
grown
|
955 | |
| 809 |
basically
|
727 | 809 |
assure
|
708 | |
| 810 |
sister
|
563 | 810 |
probably
|
647 | |
| 811 |
cushion
|
1210 | 811 |
desire
|
896 | |
| 812 |
independent
|
760 | 812 |
blessed
|
1069 | |
| 813 |
correct
|
670 | 813 |
losing
|
1134 | |
| 814 |
cancer
|
471 | 814 |
ensure
|
903 | |
| 815 |
guaranteed
|
930 | 815 |
clothes
|
872 | |
| 816 |
attending
|
672 | 816 |
events
|
993 | |
| 817 |
employees
|
906 | 817 |
thats
|
1342 | |
| 818 |
provided
|
899 | 818 |
allows
|
822 | |
| 819 |
husbands
|
642 | 819 |
earning
|
780 | |
| 820 |
winter
|
753 | 820 |
choice
|
922 | |
| 821 |
night
|
667 | 821 |
proceeds
|
597 | |
| 822 |
allows
|
818 | 822 |
oldest
|
1126 | |
| 823 |
profits
|
1000 | 823 |
outside
|
785 | |
| 824 |
opening
|
877 | 824 |
christian
|
1305 | |
| 825 |
changes
|
910 | 825 |
light
|
1000 | |
| 826 |
county
|
834 | 826 |
visit
|
794 | |
| 827 |
seriously
|
904 | 827 |
broke
|
1206 | |
| 828 |
figure
|
1026 | 828 |
trustworthy
|
1304 | |
| 829 |
slowly
|
688 | 829 |
plenty
|
726 | |
| 830 |
waiting
|
691 | 830 |
debit
|
1125 | |
| 831 |
increasing
|
939 | 831 |
boost
|
968 | |
| 832 |
brings
|
884 | 832 |
secured
|
851 | |
| 833 |
carry
|
1048 | 833 |
utility
|
958 | |
| 834 |
court
|
625 | 834 |
county
|
826 | |
| 835 |
nurse
|
693 | 835 |
maintenance
|
618 | |
| 836 |
reviewing
|
1148 | 836 |
amounts
|
781 | |
| 837 |
class
|
782 | 837 |
difference
|
700 | |
| 838 |
girls
|
590 | 838 |
worse
|
1038 | |
| 839 |
unemployed
|
776 | 839 |
dollar
|
882 | |
| 840 |
split
|
926 | 840 |
broker
|
978 | |
| 841 |
estimated
|
1239 | 841 |
custody
|
1108 | |
| 842 |
expenditures
|
981 | 842 |
projects
|
732 | |
| 843 |
relationship
|
700 | 843 |
power
|
793 | |
| 844 |
portfolio
|
1657 | 844 |
commercial
|
752 | |
| 845 |
trade
|
941 | 845 |
finding
|
1101 | |
| 846 |
schedule
|
872 | 846 |
damage
|
956 | |
| 847 |
likely
|
1294 | 847 |
contractor
|
721 | |
| 848 |
reach
|
751 | 848 |
remainder
|
685 | |
| 849 |
special
|
747 | 849 |
corporate
|
786 | |
| 850 |
wrong
|
746 | 850 |
agreed
|
782 | |
| 851 |
secured
|
832 | 851 |
senior
|
798 | |
| 852 |
asked
|
787 | 852 |
improved
|
790 | |
| 853 |
overall
|
1198 | 853 |
telephone
|
803 | |
| 854 |
washington
|
990 | 854 |
yearly
|
758 | |
| 855 |
terms
|
1012 | 855 |
middle
|
918 | |
| 856 |
express
|
1157 | 856 |
minor
|
936 | |
| 857 |
repaid
|
988 | 857 |
students
|
739 | |
| 858 |
principal
|
1175 | 858 |
related
|
631 | |
| 859 |
shown
|
1153 | 859 |
freedom
|
984 | |
| 860 |
settlement
|
754 | 860 |
circumstances
|
1050 | |
| 861 |
front
|
772 | 861 |
recieve
|
1424 | |
| 862 |
dedicated
|
676 | 862 |
improvements
|
800 | |
| 863 |
sufficient
|
1014 | 863 |
bedroom
|
1012 | |
| 864 |
reduced
|
986 | 864 |
multiple
|
905 | |
| 865 |
kitchen
|
1041 | 865 |
master
|
695 | |
| 866 |
depending
|
902 | 866 |
expected
|
741 | |
| 867 |
providing
|
927 | 867 |
driving
|
1028 | |
| 868 |
lowered
|
1151 | 868 |
music
|
925 | |
| 869 |
apply
|
790 | 869 |
majority
|
698 | |
| 870 |
reasonable
|
1023 | 870 |
agent
|
898 | |
| 871 |
worry
|
626 | 871 |
returned
|
959 | |
| 872 |
clothes
|
815 | 872 |
schedule
|
846 | |
| 873 |
enable
|
684 | 873 |
obtained
|
944 | |
| 874 |
investor
|
961 | 874 |
earlier
|
723 | |
| 875 |
happened
|
736 | 875 |
realized
|
807 | |
| 876 |
ctrldescription
|
1319 | 876 |
consulting
|
649 | |
| 877 |
created
|
758 | 877 |
opening
|
824 | |
| 878 |
mobile
|
796 | 878 |
importance
|
1019 | |
| 879 |
quick
|
938 | 879 |
resources
|
890 | |
| 880 |
transfer
|
1145 | 880 |
anywhere
|
972 | |
| 881 |
renting
|
767 | 881 |
qualify
|
1096 | |
| 882 |
dollar
|
839 | 882 |
looks
|
921 | |
| 883 |
daily
|
800 | 883 |
considered
|
1027 | |
| 884 |
whatever
|
731 | 884 |
brings
|
832 | |
| 885 |
roommate
|
1222 | 885 |
condition
|
1080 | |
| 886 |
attend
|
683 | 886 |
consultant
|
940 | |
| 887 |
older
|
728 | 887 |
investors
|
745 | |
| 888 |
advice
|
1450 | 888 |
ground
|
1142 | |
| 889 |
systems
|
1064 | 889 |
reports
|
704 | |
| 890 |
resources
|
879 | 890 |
struggle
|
1487 | |
| 891 |
discover
|
1623 | 891 |
excited
|
744 | |
| 892 |
proof
|
803 | 892 |
lawyer
|
1323 | |
| 893 |
fargo
|
1342 | 893 |
limited
|
932 | |
| 894 |
checks
|
786 | 894 |
avoid
|
960 | |
| 895 |
absolutely
|
1144 | 895 |
recover
|
1356 | |
| 896 |
desire
|
811 | 896 |
succeed
|
1132 | |
| 897 |
technology
|
945 | 897 |
foreclosure
|
1265 | |
| 898 |
agent
|
870 | 898 |
client
|
938 | |
| 899 |
nursing
|
613 | 899 |
provided
|
818 | |
| 900 |
raising
|
720 | 900 |
girlfriend
|
779 | |
| 901 |
originally
|
1194 | 901 |
brought
|
926 | |
| 902 |
profitable
|
955 | 902 |
depending
|
866 | |
| 903 |
ensure
|
814 | 903 |
chase
|
491 | |
| 904 |
source
|
914 | 904 |
seriously
|
827 | |
| 905 |
multiple
|
864 | 905 |
settle
|
1174 | |
| 906 |
installment
|
1403 | 906 |
employees
|
817 | |
| 907 |
burden
|
759 | 907 |
deducted
|
986 | |
| 908 |
progress
|
1128 | 908 |
learning
|
805 | |
| 909 |
united
|
929 | 909 |
previously
|
734 | |
| 910 |
analyst
|
1481 | 910 |
changes
|
825 | |
| 911 |
vacation
|
795 | 911 |
aside
|
802 | |
| 912 |
known
|
1013 | 912 |
fulltime
|
1267 | |
| 913 |
offering
|
1219 | 913 |
opportunities
|
951 | |
| 914 |
earned
|
1081 | 914 |
source
|
904 | |
| 915 |
charged
|
1034 | 915 |
primary
|
693 | |
| 916 |
payed
|
742 | 916 |
production
|
1118 | |
| 917 |
finishing
|
1076 | 917 |
funeral
|
1450 | |
| 918 |
middle
|
855 | 918 |
tired
|
1140 | |
| 919 |
excess
|
1395 | 919 |
capable
|
1010 | |
| 920 |
manner
|
766 | 920 |
accounting
|
784 | |
| 921 |
looks
|
882 | 921 |
consolidated
|
1026 | |
| 922 |
choice
|
820 | 922 |
families
|
1170 | |
| 923 |
pocket
|
940 | 923 |
unemployment
|
1111 | |
| 924 |
personally
|
1089 | 924 |
research
|
710 | |
| 925 |
music
|
868 | 925 |
contracts
|
1087 | |
| 926 |
brought
|
901 | 926 |
split
|
840 | |
| 927 |
chicago
|
1427 | 927 |
providing
|
867 | |
| 928 |
additionally
|
1369 | 928 |
effort
|
1047 | |
| 929 |
mentioned
|
1166 | 929 |
united
|
909 | |
| 930 |
materials
|
1007 | 930 |
guaranteed
|
815 | |
| 931 |
comfortable
|
953 | 931 |
default
|
714 | |
| 932 |
limited
|
893 | 932 |
invested
|
757 | |
| 933 |
remarks
|
1130 | 933 |
stuck
|
1156 | |
| 934 |
engineering
|
1259 | 934 |
death
|
1395 | |
| 935 |
significantly
|
1227 | 935 |
accomplish
|
1084 | |
| 936 |
minor
|
856 | 936 |
accepted
|
957 | |
| 937 |
wants
|
659 | 937 |
knowledge
|
1024 | |
| 938 |
client
|
898 | 938 |
quick
|
879 | |
| 939 |
masters
|
1119 | 939 |
increasing
|
831 | |
| 940 |
consultant
|
886 | 940 |
pocket
|
923 | |
| 941 |
relist
|
1645 | 941 |
trade
|
845 | |
| 942 |
wells
|
1360 | 942 |
range
|
791 | |
| 943 |
attempt
|
1097 | 943 |
located
|
1072 | |
| 944 |
obtained
|
873 | 944 |
gives
|
973 | |
| 945 |
struggling
|
586 | 945 |
technology
|
897 | |
| 946 |
guarantee
|
1045 | 946 |
graduating
|
953 | |
| 947 |
science
|
1179 | 947 |
investments
|
516 | |
| 948 |
houses
|
960 | 948 |
worthy
|
1347 | |
| 949 |
benefit
|
1046 | 949 |
stability
|
1128 | |
| 950 |
application
|
983 | 950 |
force
|
997 | |
| 951 |
opportunities
|
913 | 951 |
homeowner
|
720 | |
| 952 |
commissions
|
1029 | 952 |
wouldn
|
982 | |
| 953 |
graduating
|
946 | 953 |
comfortable
|
931 | |
| 954 |
defaulted
|
1131 | 954 |
direction
|
1251 | |
| 955 |
grown
|
808 | 955 |
profitable
|
902 | |
| 956 |
damage
|
846 | 956 |
significant
|
743 | |
| 957 |
accepted
|
936 | 957 |
grandmother
|
1485 | |
| 958 |
utility
|
833 | 958 |
roughly
|
736 | |
| 959 |
returned
|
871 | 959 |
allowing
|
1015 | |
| 960 |
avoid
|
894 | 960 |
houses
|
948 | |
| 961 |
hopes
|
979 | 961 |
investor
|
874 | |
| 962 |
target
|
1247 | 962 |
background
|
760 | |
| 963 |
faith
|
637 | 963 |
agreement
|
970 | |
| 964 |
suffered
|
724 | 964 |
address
|
751 | |
| 965 |
mastercard
|
1191 | 965 |
spring
|
797 | |
| 966 |
annually
|
1190 | 966 |
tight
|
1153 | |
| 967 |
wanting
|
675 | 967 |
million
|
1082 | |
| 968 |
boost
|
831 | 968 |
maxed
|
1056 | |
| 969 |
helps
|
805 | 969 |
beyond
|
989 | |
| 970 |
agreement
|
963 | 970 |
fiancee
|
1029 | |
| 971 |
itself
|
1224 | 971 |
youngest
|
1274 | |
| 972 |
anywhere
|
880 | 972 |
acquired
|
1103 | |
| 973 |
gives
|
944 | 973 |
retire
|
1129 | |
| 974 |
owners
|
1043 | 974 |
condo
|
709 | |
| 975 |
consumer
|
1237 | 975 |
healthy
|
1025 | |
| 976 |
obtaining
|
799 | 976 |
stuff
|
1145 | |
| 977 |
maybe
|
732 | 977 |
bringing
|
1248 | |
| 978 |
broker
|
840 | 978 |
varies
|
985 | |
| 979 |
reflect
|
1101 | 979 |
hopes
|
961 | |
| 980 |
advantage
|
1088 | 980 |
forth
|
1668 | |
| 981 |
adding
|
1204 | 981 |
expenditures
|
842 | |
| 982 |
wouldn
|
952 | 982 |
doctors
|
1461 | |
| 983 |
dreams
|
768 | 983 |
application
|
950 | |
| 984 |
freedom
|
859 | 984 |
injury
|
1594 | |
| 985 |
varies
|
978 | 985 |
stock
|
724 | |
| 986 |
deducted
|
907 | 986 |
reduced
|
864 | |
| 987 |
younger
|
679 | 987 |
possibly
|
1180 | |
| 988 |
agencies
|
1092 | 988 |
repaid
|
857 | |
| 989 |
beyond
|
969 | 989 |
licensed
|
999 | |
| 990 |
confidence
|
1320 | 990 |
washington
|
854 | |
| 991 |
mortgages
|
1091 | 991 |
phones
|
740 | |
| 992 |
simple
|
993 | 992 |
situations
|
1379 | |
| 993 |
events
|
816 | 993 |
simple
|
992 | |
| 994 |
network
|
1052 | 994 |
places
|
1252 | |
| 995 |
mutual
|
1531 | 995 |
female
|
1339 | |
| 996 |
moment
|
797 | 996 |
initial
|
761 | |
| 997 |
force
|
950 | 997 |
granted
|
1460 | |
| 998 |
posted
|
1469 | 998 |
listings
|
722 | |
| 999 |
licensed
|
989 | 999 |
bidding
|
521 | |
| 1000 |
light
|
825 | 1000 |
profits
|
823 |
Wow, I’m impressed that you made it all the way down here. Fortunately, a lot of the activity is in the top 50 words. I’m not exactly sure what I can say from this analysis except that it was fun to do. Instead, I’m hoping that some of you may want sure your thoughts on this one.
If you have any requests regarding statistics that you would like to see, please let me know. If it’s feasible, I will try my best to make it happen.
You may also be interested in reading the following posts:
- Which day of the week are lenders most active in bidding?
- What time of the day are lenders most active?
- How long should I have my listing for?
- Loan calculator with statistics for all listings from the last past year
- Which day of the week should I end my listing?
- How do I create a successful listing on Prosper?
Glossary for status of listings:
- Completed – The listing ran to completion and funded
- Expired – The listing failed to fund in time