pccc_icd10_dataset: Randomly Generated ICD 10 Sample Data Set
In pccc: Pediatric Complex Chronic Conditions
pccc_icd10_dataset R Documentation
Randomly Generated ICD 10 Sample Data Set
Description
This dataset was produced from a tool available at
https://github.com/magic-lantern/icd_file_generator. ICD codes were taken
from CMS. The code source, for both the diagnosis and produced codes can be
found at
https://www.cms.gov/medicare/coding-billing/icd-10-codes/icd-10-cm-icd-10-pcs-gem-archive
with a copy of the downloaded data on the package github page,
https://github.com/CUD2V/pccc
Usage
pccc_icd10_dataset
Format
A data frame with 1000 rows and 31 variables.
There is a patient identifier, ten diagnosis codes, ten procedure codes, and
ten "other data" values, specifically:
- id
Sequentially assigned patient identifier
- dx1
a ICD 10 diagnosis code
- dx2
a ICD 10 diagnosis code
- dx3
a ICD 10 diagnosis code
- dx4
a ICD 10 diagnosis code
- dx5
a ICD 10 diagnosis code
- dx6
a ICD 10 diagnosis code
- dx7
a ICD 10 diagnosis code
- dx8
a ICD 10 diagnosis code
- dx9
a ICD 10 diagnosis code
- dx10
a ICD 10 diagnosis code
- pc1
a ICD 10 procedure codes
- pc2
a ICD 10 procedure codes
- pc3
a ICD 10 procedure codes
- pc4
a ICD 10 procedure codes
- pc5
a ICD 10 procedure codes
- pc6
a ICD 10 procedure codes
- pc7
a ICD 10 procedure codes
- pc8
a ICD 10 procedure codes
- pc9
a ICD 10 procedure codes
- pc10
a ICD 10 procedure codes
- g1
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g2
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g3
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g4
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g5
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g6
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g7
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g8
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g9
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g10
Random data to simulate other data often present in export of patient data with 20% of values missing.
pccc documentation built on June 8, 2025, 1:07 p.m.
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| pccc_icd10_dataset | R Documentation |
Randomly Generated ICD 10 Sample Data Set
Description
This dataset was produced from a tool available at https://github.com/magic-lantern/icd_file_generator. ICD codes were taken from CMS. The code source, for both the diagnosis and produced codes can be found at https://www.cms.gov/medicare/coding-billing/icd-10-codes/icd-10-cm-icd-10-pcs-gem-archive with a copy of the downloaded data on the package github page, https://github.com/CUD2V/pccc
Usage
pccc_icd10_dataset
Format
A data frame with 1000 rows and 31 variables. There is a patient identifier, ten diagnosis codes, ten procedure codes, and ten "other data" values, specifically:
- id
Sequentially assigned patient identifier
- dx1
a ICD 10 diagnosis code
- dx2
a ICD 10 diagnosis code
- dx3
a ICD 10 diagnosis code
- dx4
a ICD 10 diagnosis code
- dx5
a ICD 10 diagnosis code
- dx6
a ICD 10 diagnosis code
- dx7
a ICD 10 diagnosis code
- dx8
a ICD 10 diagnosis code
- dx9
a ICD 10 diagnosis code
- dx10
a ICD 10 diagnosis code
- pc1
a ICD 10 procedure codes
- pc2
a ICD 10 procedure codes
- pc3
a ICD 10 procedure codes
- pc4
a ICD 10 procedure codes
- pc5
a ICD 10 procedure codes
- pc6
a ICD 10 procedure codes
- pc7
a ICD 10 procedure codes
- pc8
a ICD 10 procedure codes
- pc9
a ICD 10 procedure codes
- pc10
a ICD 10 procedure codes
- g1
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g2
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g3
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g4
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g5
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g6
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g7
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g8
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g9
Random data to simulate other data often present in export of patient data with 20% of values missing.
- g10
Random data to simulate other data often present in export of patient data with 20% of values missing.
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