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 |
