From: Big Data fraud detection using multiple medicare data sources
Referring_npi | ... | Referring _provider_type | ... | Hcpcs_code | ... | Supplier _rental _indicator | Number_of _supplier _claims | Avg_supplier _submitted _charge | ... |
---|---|---|---|---|---|---|---|---|---|
1649387770 | ... | Ophthalmology | ... | V2020 | ... | N | 44 | 67.4 | ... |
1649387770 | ... | Ophthalmology | ... | V2203 | ... | N | 21 | 66.0 | ... |
1649387770 | ... | Ophthalmology | ... | V2303 | ... | N | 18 | 87.5 | ... |