Here are all Prosper listing titles with at least 100 occurrences. Once again, the credit for the initial idea goes to leporello.
# Title
4744 Debt consolidation
681 BILL CONSOLIDATION
664 consolidation
604 Consolidating Debt
518 Paying off debt
516 paying off bills
501 Starting Over
467 pay off bills
466 Pay off credit cards
442 Credit Card Consolidation
439 Paying off Credit Cards
438 getting back on track
420 Consolidate bills
417 consolidate debt
398 Home Improvement
385 personal loan
367 pay off debt
345 Buying a car
327 Fresh Start
308 Business Expansion
296 home improvements
286 please help
262 Paying bills
258 Consolidating Bills
243 Starting a business
243 NEED HELP
239 Personal
231 Home Repairs
223 Getting Out of Debt
222 Medical Bills
219 Consolidate
212 Pay Bills
195 Consolidate credit cards
189 Consolidation Loan
181 Expanding Business
173 Credit card debt
172 car repairs
172 Pay off high interest credit cards
172 business loan
165 Paying off Credit Card debt
163 paying off debts
153 Getting Back on my feet
144 Paying off high interest credit cards
144 Debt consolidation loan
139 CAR REPAIR
139 Get out of debt
138 Loan Consolidation
136 Second Chance
136 Pay Off Credit Card Debt
135 rebuilding credit
132 Working Capital
131 Consolidating Credit Cards
128 Consolidating Credit Card Debt
127 BILLS
123 moving expenses
123 Consolidating
122 Need a little help
119 Wedding
118 pay off debts
116 BACK ON TRACK
114 NEW START
114 Help
108 Starting a New Business
106 Consolidate credit card debt
105 getting married
104 credit repair
104 Catching Up
103 A fresh start
102 Paying off Medical Bills
Here is the SQL you can run on ProProsper:
SELECT title, COUNT(*)
FROM listing
GROUP BY title
HAVING count(*) > 100
ORDER BY count(*) DESC
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3 comments ↓
Wow, neat!
I wonder how the late/default rate relates to the listing title… E.g., “Second Chance” late/default rate vs “Expanding Business”.
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