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Table 3 Sample of DMEPOS

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

...