Sentence similarity Large dataset

[MZ900605]

Hello guys I have a large dataset set that contains codes for (costs) expenses and a description but the description for the expenses is a free text entry that contains more than what's needed. I want to relate the description to each other by the similarity between sentences since the codes are not accurate to rely on.

4455	travel expenses
4466	flight expenses
7788	medical expenses
7788	injury costs
9900	medicine bought from a pharmacy
4455	train tickets to London
8822	bonus for an employee getting ....
8822	employee target reached expenses

The desired outcome is every related cost has the same code. The actual data is huge and have full sentences as a description but always has similar keywords.

1100	travel expenses
1100	flight expenses
1100	train tickets to London
2200	medical expenses
2200	injury costs
2200	medicine bought from a pharmacy
9999	bonus for an employee getting ....
9999	employee target reached expenses

[Matthew]

it sounds like you just need some pattern matching.. also some data validation to control user input..

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[ketozop]

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