README.md
In meerapatelmd/polyesterData: Load a Simulated OMOP CDM Database
polyesterData
polyesterData is a package that loads a simulated OMOP CDM dataset of
approximately 6039 patients originally sourced from Synthetic Health’s
Synthea using the polyester2 R
package. The csvs can also
be direcly accessed in the data-raw subdirectory for non-R users.
Installation
You can install the latest version of polyesterData with:
devtools("meerapatelmd/polyesterData")
Load Data
Loading the Drug Exposure Table as an example:
library(polyesterData)
head(DRUG_EXPOSURE)
#> drug_exposure_id person_id drug_concept_id drug_exposure_start_date
#> 1 20401 267 40213154 2002-06-15
#> 2 20402 267 40213227 2007-06-16
#> 3 20403 267 40213154 2005-07-02
#> 4 20404 267 40213154 2007-06-16
#> 5 20405 267 1539463 1991-04-22
#> 6 20406 267 19133905 2007-06-09
#> drug_exposure_start_datetime drug_exposure_end_date
#> 1 2002-06-15 04:00:00 2002-06-15
#> 2 2007-06-16 04:00:00 2007-06-16
#> 3 2005-07-02 04:00:00 2005-07-02
#> 4 2007-06-16 04:00:00 2007-06-16
#> 5 1991-04-22 04:00:00 1992-04-21
#> 6 2007-06-09 04:00:00 2007-06-19
#> drug_exposure_end_datetime verbatim_end_date drug_type_concept_id stop_reason
#> 1 2002-06-15 04:00:00 2002-06-15 581452 NA
#> 2 2007-06-16 04:00:00 2007-06-16 581452 NA
#> 3 2005-07-02 04:00:00 2005-07-02 581452 NA
#> 4 2007-06-16 04:00:00 2007-06-16 581452 NA
#> 5 1992-04-21 04:00:00 1992-04-21 38000177 NA
#> 6 2007-06-19 04:00:00 2007-06-19 38000177 NA
#> refills quantity days_supply sig route_concept_id lot_number provider_id
#> 1 0 0 0 NA 0 0 NA
#> 2 0 0 0 NA 0 0 NA
#> 3 0 0 0 NA 0 0 NA
#> 4 0 0 0 NA 0 0 NA
#> 5 0 0 365 NA 0 0 NA
#> 6 0 0 10 NA 0 0 NA
#> visit_occurrence_id visit_detail_id drug_source_value drug_source_concept_id
#> 1 13987 0 140 40213154
#> 2 NA 0 113 40213227
#> 3 13947 0 140 40213154
#> 4 NA 0 140 40213154
#> 5 13959 0 314231 1539463
#> 6 13964 0 834102 19133905
#> route_source_value dose_unit_source_value
#> 1 NA NA
#> 2 NA NA
#> 3 NA NA
#> 4 NA NA
#> 5 NA NA
#> 6 NA NA
Statistics
#> # A tibble: 162 x 4
#> Table Variable COUNT DISTINCT_COUNT
#> <chr> <chr> <int> <int>
#> 1 ALL_VISITS encounter_id 284857 284857
#> 2 ALL_VISITS encounterclass 284857 5
#> 3 ALL_VISITS patient 284857 6039
#> 4 ALL_VISITS visit_end_date 284857 25547
#> 5 ALL_VISITS visit_occurrence_id 284857 284857
#> 6 ALL_VISITS visit_start_date 284857 25506
#> 7 ASSIGN_ALL_VISIT_IDS date_service 327867 25514
#> 8 ASSIGN_ALL_VISIT_IDS date_service_end 327867 25555
#> 9 ASSIGN_ALL_VISIT_IDS encounter_id 327867 288129
#> 10 ASSIGN_ALL_VISIT_IDS encounterclass 327867 6
#> 11 ASSIGN_ALL_VISIT_IDS person_source_value 327867 6039
#> 12 ASSIGN_ALL_VISIT_IDS visit_end_date 327867 25547
#> 13 ASSIGN_ALL_VISIT_IDS visit_occurrence_id 327867 284857
#> 14 ASSIGN_ALL_VISIT_IDS visit_occurrence_id_new 327867 284858
#> 15 ASSIGN_ALL_VISIT_IDS visit_start_date 327867 25506
#> 16 ASSIGN_ALL_VISIT_IDS visit_type 327867 5
#> 17 CDM_SOURCE cdm_etl_reference 1 1
#> 18 CDM_SOURCE cdm_holder 1 1
#> 19 CDM_SOURCE cdm_release_date 1 1
#> 20 CDM_SOURCE cdm_source_abbreviation 1 1
#> 21 CDM_SOURCE cdm_source_name 1 1
#> 22 CDM_SOURCE cdm_version 1 1
#> 23 CDM_SOURCE source_description 1 1
#> 24 CDM_SOURCE source_documentation_reference 1 1
#> 25 CDM_SOURCE source_release_date 1 1
#> 26 CDM_SOURCE vocabulary_version 1 1
#> 27 CONDITION_ERA condition_concept_id 69855 193
#> 28 CONDITION_ERA condition_era_end_datetime 69855 13428
#> 29 CONDITION_ERA condition_era_id 69855 69855
#> 30 CONDITION_ERA condition_era_start_datetime 69855 13577
#> 31 CONDITION_ERA condition_occurrence_count 69855 2
#> 32 CONDITION_ERA person_id 69855 6007
#> 33 CONDITION_OCCURRENCE condition_concept_id 69866 193
#> 34 CONDITION_OCCURRENCE condition_end_date 69866 6412
#> 35 CONDITION_OCCURRENCE condition_end_datetime 69866 6412
#> 36 CONDITION_OCCURRENCE condition_occurrence_id 69866 69866
#> 37 CONDITION_OCCURRENCE condition_source_concept_id 69866 194
#> 38 CONDITION_OCCURRENCE condition_source_value 69866 194
#> 39 CONDITION_OCCURRENCE condition_start_date 69866 13579
#> 40 CONDITION_OCCURRENCE condition_start_datetime 69866 13579
#> 41 CONDITION_OCCURRENCE condition_status_concept_id 69866 1
#> 42 CONDITION_OCCURRENCE condition_status_source_value 69866 1
#> 43 CONDITION_OCCURRENCE condition_type_concept_id 69866 1
#> 44 CONDITION_OCCURRENCE person_id 69866 6007
#> 45 CONDITION_OCCURRENCE provider_id 69866 1
#> 46 CONDITION_OCCURRENCE stop_reason 69866 1
#> 47 CONDITION_OCCURRENCE visit_detail_id 69866 1
#> 48 CONDITION_OCCURRENCE visit_occurrence_id 69866 43217
#> 49 DOMAIN domain_concept_id 48 48
#> 50 DOMAIN domain_id 48 48
#> 51 DOMAIN domain_name 48 48
#> 52 DRUG_ERA drug_concept_id 46411 150
#> 53 DRUG_ERA drug_era_end_datetime 46411 9031
#> 54 DRUG_ERA drug_era_id 46411 46411
#> 55 DRUG_ERA drug_era_start_datetime 46411 11425
#> 56 DRUG_ERA drug_exposure_count 46411 260
#> 57 DRUG_ERA gap_days 46411 9029
#> 58 DRUG_ERA person_id 46411 5772
#> 59 DRUG_EXPOSURE days_supply 382708 617
#> 60 DRUG_EXPOSURE dose_unit_source_value 382708 1
#> 61 DRUG_EXPOSURE drug_concept_id 382708 207
#> 62 DRUG_EXPOSURE drug_exposure_end_date 382708 23725
#> 63 DRUG_EXPOSURE drug_exposure_end_datetime 382708 23725
#> 64 DRUG_EXPOSURE drug_exposure_id 382708 382708
#> 65 DRUG_EXPOSURE drug_exposure_start_date 382708 24079
#> 66 DRUG_EXPOSURE drug_exposure_start_datetime 382708 24079
#> 67 DRUG_EXPOSURE drug_source_concept_id 382708 207
#> 68 DRUG_EXPOSURE drug_source_value 382708 208
#> 69 DRUG_EXPOSURE drug_type_concept_id 382708 2
#> 70 DRUG_EXPOSURE lot_number 382708 1
#> 71 DRUG_EXPOSURE person_id 382708 6038
#> 72 DRUG_EXPOSURE provider_id 382708 1
#> 73 DRUG_EXPOSURE quantity 382708 1
#> 74 DRUG_EXPOSURE refills 382708 1
#> 75 DRUG_EXPOSURE route_concept_id 382708 1
#> 76 DRUG_EXPOSURE route_source_value 382708 1
#> 77 DRUG_EXPOSURE sig 382708 1
#> 78 DRUG_EXPOSURE stop_reason 382708 1
#> 79 DRUG_EXPOSURE verbatim_end_date 382708 23529
#> 80 DRUG_EXPOSURE visit_detail_id 382708 1
#> 81 DRUG_EXPOSURE visit_occurrence_id 382708 176260
#> 82 FINAL_VISIT_IDS encounter_id 288129 288129
#> 83 FINAL_VISIT_IDS visit_occurrence_id_new 288129 278134
#> 84 MEASUREMENT measurement_concept_id 35476 27
#> 85 MEASUREMENT measurement_date 35476 5317
#> 86 MEASUREMENT measurement_datetime 35476 5317
#> 87 MEASUREMENT measurement_id 35476 35476
#> 88 MEASUREMENT measurement_source_concept_id 35476 27
#> 89 MEASUREMENT measurement_source_value 35476 27
#> 90 MEASUREMENT measurement_time 35476 5317
#> 91 MEASUREMENT measurement_type_concept_id 35476 1
#> 92 MEASUREMENT operator_concept_id 35476 1
#> 93 MEASUREMENT person_id 35476 3355
#> 94 MEASUREMENT provider_id 35476 1
#> 95 MEASUREMENT range_high 35476 1
#> 96 MEASUREMENT range_low 35476 1
#> 97 MEASUREMENT unit_concept_id 35476 1
#> 98 MEASUREMENT unit_source_value 35476 1
#> 99 MEASUREMENT value_as_concept_id 35476 1
#> 100 MEASUREMENT value_as_number 35476 1
#> 101 MEASUREMENT value_source_value 35476 1
#> 102 MEASUREMENT visit_detail_id 35476 1
#> 103 MEASUREMENT visit_occurrence_id 35476 12693
#> 104 OBSERVATION obs_event_field_concept_id 80635 1
#> 105 OBSERVATION observation_concept_id 80635 30
#> 106 OBSERVATION observation_date 80635 14882
#> 107 OBSERVATION observation_datetime 80635 14882
#> 108 OBSERVATION observation_event_id 80635 1
#> 109 OBSERVATION observation_id 80635 80635
#> 110 OBSERVATION observation_source_concept_id 80635 223
#> 111 OBSERVATION observation_source_value 80635 223
#> 112 OBSERVATION observation_type_concept_id 80635 2
#> 113 OBSERVATION person_id 80635 6010
#> 114 OBSERVATION provider_id 80635 1
#> 115 OBSERVATION qualifier_concept_id 80635 1
#> 116 OBSERVATION qualifier_source_value 80635 1
#> 117 OBSERVATION unit_concept_id 80635 1
#> 118 OBSERVATION unit_source_value 80635 1
#> 119 OBSERVATION value_as_concept_id 80635 1
#> 120 OBSERVATION value_as_datetime 80635 1
#> 121 OBSERVATION value_as_number 80635 1
#> 122 OBSERVATION value_as_string 80635 1
#> 123 OBSERVATION visit_detail_id 80635 1
#> 124 OBSERVATION visit_occurrence_id 80635 46745
#> 125 OBSERVATION_PERIOD observation_period_end_date 6039 1207
#> 126 OBSERVATION_PERIOD observation_period_id 6039 6039
#> 127 OBSERVATION_PERIOD observation_period_start_date 6039 4843
#> 128 OBSERVATION_PERIOD period_type_concept_id 6039 1
#> 129 OBSERVATION_PERIOD person_id 6039 6039
#> 130 PERSON birth_datetime 6039 4644
#> 131 PERSON care_site_id 6039 1
#> 132 PERSON day_of_birth 6039 31
#> 133 PERSON death_datetime 6039 907
#> 134 PERSON ethnicity_concept_id 6039 1
#> 135 PERSON ethnicity_source_concept_id 6039 1
#> 136 PERSON ethnicity_source_value 6039 2
#> 137 PERSON gender_concept_id 6039 2
#> 138 PERSON gender_source_concept_id 6039 1
#> 139 PERSON gender_source_value 6039 2
#> 140 PERSON location_id 6039 1
#> 141 PERSON month_of_birth 6039 12
#> 142 PERSON person_id 6039 6039
#> 143 PERSON person_source_value 6039 6039
#> 144 PERSON provider_id 6039 1
#> 145 PERSON race_concept_id 6039 4
#> 146 PERSON race_source_concept_id 6039 1
#> 147 PERSON race_source_value 6039 5
#> 148 PERSON year_of_birth 6039 111
#> 149 PROCEDURE_OCCURRENCE modifier_concept_id 163597 1
#> 150 PROCEDURE_OCCURRENCE modifier_source_value 163597 1
#> 151 PROCEDURE_OCCURRENCE person_id 163597 6009
#> 152 PROCEDURE_OCCURRENCE procedure_concept_id 163597 132
#> 153 PROCEDURE_OCCURRENCE procedure_date 163597 13517
#> 154 PROCEDURE_OCCURRENCE procedure_datetime 163597 13517
#> 155 PROCEDURE_OCCURRENCE procedure_occurrence_id 163597 163597
#> 156 PROCEDURE_OCCURRENCE procedure_source_concept_id 163597 132
#> 157 PROCEDURE_OCCURRENCE procedure_source_value 163597 132
#> 158 PROCEDURE_OCCURRENCE procedure_type_concept_id 163597 1
#> 159 PROCEDURE_OCCURRENCE provider_id 163597 1
#> 160 PROCEDURE_OCCURRENCE quantity 163597 1
#> 161 PROCEDURE_OCCURRENCE visit_detail_id 163597 1
#> 162 PROCEDURE_OCCURRENCE visit_occurrence_id 163597 97214
Code of Conduct
Please note that the polyesterData project is released with a
Contributor Code of
Conduct.
By contributing to this project, you agree to abide by its terms.
meerapatelmd/polyesterData documentation built on Jan. 1, 2021, 9:28 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
polyesterData
polyesterData is a package that loads a simulated OMOP CDM dataset of
approximately 6039 patients originally sourced from Synthetic Health’s
Synthea using the polyester2 R
package. The csvs can also
be direcly accessed in the data-raw subdirectory for non-R users.
Installation
You can install the latest version of polyesterData with:
devtools("meerapatelmd/polyesterData")
Load Data
Loading the Drug Exposure Table as an example:
library(polyesterData)
head(DRUG_EXPOSURE)
#> drug_exposure_id person_id drug_concept_id drug_exposure_start_date
#> 1 20401 267 40213154 2002-06-15
#> 2 20402 267 40213227 2007-06-16
#> 3 20403 267 40213154 2005-07-02
#> 4 20404 267 40213154 2007-06-16
#> 5 20405 267 1539463 1991-04-22
#> 6 20406 267 19133905 2007-06-09
#> drug_exposure_start_datetime drug_exposure_end_date
#> 1 2002-06-15 04:00:00 2002-06-15
#> 2 2007-06-16 04:00:00 2007-06-16
#> 3 2005-07-02 04:00:00 2005-07-02
#> 4 2007-06-16 04:00:00 2007-06-16
#> 5 1991-04-22 04:00:00 1992-04-21
#> 6 2007-06-09 04:00:00 2007-06-19
#> drug_exposure_end_datetime verbatim_end_date drug_type_concept_id stop_reason
#> 1 2002-06-15 04:00:00 2002-06-15 581452 NA
#> 2 2007-06-16 04:00:00 2007-06-16 581452 NA
#> 3 2005-07-02 04:00:00 2005-07-02 581452 NA
#> 4 2007-06-16 04:00:00 2007-06-16 581452 NA
#> 5 1992-04-21 04:00:00 1992-04-21 38000177 NA
#> 6 2007-06-19 04:00:00 2007-06-19 38000177 NA
#> refills quantity days_supply sig route_concept_id lot_number provider_id
#> 1 0 0 0 NA 0 0 NA
#> 2 0 0 0 NA 0 0 NA
#> 3 0 0 0 NA 0 0 NA
#> 4 0 0 0 NA 0 0 NA
#> 5 0 0 365 NA 0 0 NA
#> 6 0 0 10 NA 0 0 NA
#> visit_occurrence_id visit_detail_id drug_source_value drug_source_concept_id
#> 1 13987 0 140 40213154
#> 2 NA 0 113 40213227
#> 3 13947 0 140 40213154
#> 4 NA 0 140 40213154
#> 5 13959 0 314231 1539463
#> 6 13964 0 834102 19133905
#> route_source_value dose_unit_source_value
#> 1 NA NA
#> 2 NA NA
#> 3 NA NA
#> 4 NA NA
#> 5 NA NA
#> 6 NA NA
Statistics
#> # A tibble: 162 x 4
#> Table Variable COUNT DISTINCT_COUNT
#> <chr> <chr> <int> <int>
#> 1 ALL_VISITS encounter_id 284857 284857
#> 2 ALL_VISITS encounterclass 284857 5
#> 3 ALL_VISITS patient 284857 6039
#> 4 ALL_VISITS visit_end_date 284857 25547
#> 5 ALL_VISITS visit_occurrence_id 284857 284857
#> 6 ALL_VISITS visit_start_date 284857 25506
#> 7 ASSIGN_ALL_VISIT_IDS date_service 327867 25514
#> 8 ASSIGN_ALL_VISIT_IDS date_service_end 327867 25555
#> 9 ASSIGN_ALL_VISIT_IDS encounter_id 327867 288129
#> 10 ASSIGN_ALL_VISIT_IDS encounterclass 327867 6
#> 11 ASSIGN_ALL_VISIT_IDS person_source_value 327867 6039
#> 12 ASSIGN_ALL_VISIT_IDS visit_end_date 327867 25547
#> 13 ASSIGN_ALL_VISIT_IDS visit_occurrence_id 327867 284857
#> 14 ASSIGN_ALL_VISIT_IDS visit_occurrence_id_new 327867 284858
#> 15 ASSIGN_ALL_VISIT_IDS visit_start_date 327867 25506
#> 16 ASSIGN_ALL_VISIT_IDS visit_type 327867 5
#> 17 CDM_SOURCE cdm_etl_reference 1 1
#> 18 CDM_SOURCE cdm_holder 1 1
#> 19 CDM_SOURCE cdm_release_date 1 1
#> 20 CDM_SOURCE cdm_source_abbreviation 1 1
#> 21 CDM_SOURCE cdm_source_name 1 1
#> 22 CDM_SOURCE cdm_version 1 1
#> 23 CDM_SOURCE source_description 1 1
#> 24 CDM_SOURCE source_documentation_reference 1 1
#> 25 CDM_SOURCE source_release_date 1 1
#> 26 CDM_SOURCE vocabulary_version 1 1
#> 27 CONDITION_ERA condition_concept_id 69855 193
#> 28 CONDITION_ERA condition_era_end_datetime 69855 13428
#> 29 CONDITION_ERA condition_era_id 69855 69855
#> 30 CONDITION_ERA condition_era_start_datetime 69855 13577
#> 31 CONDITION_ERA condition_occurrence_count 69855 2
#> 32 CONDITION_ERA person_id 69855 6007
#> 33 CONDITION_OCCURRENCE condition_concept_id 69866 193
#> 34 CONDITION_OCCURRENCE condition_end_date 69866 6412
#> 35 CONDITION_OCCURRENCE condition_end_datetime 69866 6412
#> 36 CONDITION_OCCURRENCE condition_occurrence_id 69866 69866
#> 37 CONDITION_OCCURRENCE condition_source_concept_id 69866 194
#> 38 CONDITION_OCCURRENCE condition_source_value 69866 194
#> 39 CONDITION_OCCURRENCE condition_start_date 69866 13579
#> 40 CONDITION_OCCURRENCE condition_start_datetime 69866 13579
#> 41 CONDITION_OCCURRENCE condition_status_concept_id 69866 1
#> 42 CONDITION_OCCURRENCE condition_status_source_value 69866 1
#> 43 CONDITION_OCCURRENCE condition_type_concept_id 69866 1
#> 44 CONDITION_OCCURRENCE person_id 69866 6007
#> 45 CONDITION_OCCURRENCE provider_id 69866 1
#> 46 CONDITION_OCCURRENCE stop_reason 69866 1
#> 47 CONDITION_OCCURRENCE visit_detail_id 69866 1
#> 48 CONDITION_OCCURRENCE visit_occurrence_id 69866 43217
#> 49 DOMAIN domain_concept_id 48 48
#> 50 DOMAIN domain_id 48 48
#> 51 DOMAIN domain_name 48 48
#> 52 DRUG_ERA drug_concept_id 46411 150
#> 53 DRUG_ERA drug_era_end_datetime 46411 9031
#> 54 DRUG_ERA drug_era_id 46411 46411
#> 55 DRUG_ERA drug_era_start_datetime 46411 11425
#> 56 DRUG_ERA drug_exposure_count 46411 260
#> 57 DRUG_ERA gap_days 46411 9029
#> 58 DRUG_ERA person_id 46411 5772
#> 59 DRUG_EXPOSURE days_supply 382708 617
#> 60 DRUG_EXPOSURE dose_unit_source_value 382708 1
#> 61 DRUG_EXPOSURE drug_concept_id 382708 207
#> 62 DRUG_EXPOSURE drug_exposure_end_date 382708 23725
#> 63 DRUG_EXPOSURE drug_exposure_end_datetime 382708 23725
#> 64 DRUG_EXPOSURE drug_exposure_id 382708 382708
#> 65 DRUG_EXPOSURE drug_exposure_start_date 382708 24079
#> 66 DRUG_EXPOSURE drug_exposure_start_datetime 382708 24079
#> 67 DRUG_EXPOSURE drug_source_concept_id 382708 207
#> 68 DRUG_EXPOSURE drug_source_value 382708 208
#> 69 DRUG_EXPOSURE drug_type_concept_id 382708 2
#> 70 DRUG_EXPOSURE lot_number 382708 1
#> 71 DRUG_EXPOSURE person_id 382708 6038
#> 72 DRUG_EXPOSURE provider_id 382708 1
#> 73 DRUG_EXPOSURE quantity 382708 1
#> 74 DRUG_EXPOSURE refills 382708 1
#> 75 DRUG_EXPOSURE route_concept_id 382708 1
#> 76 DRUG_EXPOSURE route_source_value 382708 1
#> 77 DRUG_EXPOSURE sig 382708 1
#> 78 DRUG_EXPOSURE stop_reason 382708 1
#> 79 DRUG_EXPOSURE verbatim_end_date 382708 23529
#> 80 DRUG_EXPOSURE visit_detail_id 382708 1
#> 81 DRUG_EXPOSURE visit_occurrence_id 382708 176260
#> 82 FINAL_VISIT_IDS encounter_id 288129 288129
#> 83 FINAL_VISIT_IDS visit_occurrence_id_new 288129 278134
#> 84 MEASUREMENT measurement_concept_id 35476 27
#> 85 MEASUREMENT measurement_date 35476 5317
#> 86 MEASUREMENT measurement_datetime 35476 5317
#> 87 MEASUREMENT measurement_id 35476 35476
#> 88 MEASUREMENT measurement_source_concept_id 35476 27
#> 89 MEASUREMENT measurement_source_value 35476 27
#> 90 MEASUREMENT measurement_time 35476 5317
#> 91 MEASUREMENT measurement_type_concept_id 35476 1
#> 92 MEASUREMENT operator_concept_id 35476 1
#> 93 MEASUREMENT person_id 35476 3355
#> 94 MEASUREMENT provider_id 35476 1
#> 95 MEASUREMENT range_high 35476 1
#> 96 MEASUREMENT range_low 35476 1
#> 97 MEASUREMENT unit_concept_id 35476 1
#> 98 MEASUREMENT unit_source_value 35476 1
#> 99 MEASUREMENT value_as_concept_id 35476 1
#> 100 MEASUREMENT value_as_number 35476 1
#> 101 MEASUREMENT value_source_value 35476 1
#> 102 MEASUREMENT visit_detail_id 35476 1
#> 103 MEASUREMENT visit_occurrence_id 35476 12693
#> 104 OBSERVATION obs_event_field_concept_id 80635 1
#> 105 OBSERVATION observation_concept_id 80635 30
#> 106 OBSERVATION observation_date 80635 14882
#> 107 OBSERVATION observation_datetime 80635 14882
#> 108 OBSERVATION observation_event_id 80635 1
#> 109 OBSERVATION observation_id 80635 80635
#> 110 OBSERVATION observation_source_concept_id 80635 223
#> 111 OBSERVATION observation_source_value 80635 223
#> 112 OBSERVATION observation_type_concept_id 80635 2
#> 113 OBSERVATION person_id 80635 6010
#> 114 OBSERVATION provider_id 80635 1
#> 115 OBSERVATION qualifier_concept_id 80635 1
#> 116 OBSERVATION qualifier_source_value 80635 1
#> 117 OBSERVATION unit_concept_id 80635 1
#> 118 OBSERVATION unit_source_value 80635 1
#> 119 OBSERVATION value_as_concept_id 80635 1
#> 120 OBSERVATION value_as_datetime 80635 1
#> 121 OBSERVATION value_as_number 80635 1
#> 122 OBSERVATION value_as_string 80635 1
#> 123 OBSERVATION visit_detail_id 80635 1
#> 124 OBSERVATION visit_occurrence_id 80635 46745
#> 125 OBSERVATION_PERIOD observation_period_end_date 6039 1207
#> 126 OBSERVATION_PERIOD observation_period_id 6039 6039
#> 127 OBSERVATION_PERIOD observation_period_start_date 6039 4843
#> 128 OBSERVATION_PERIOD period_type_concept_id 6039 1
#> 129 OBSERVATION_PERIOD person_id 6039 6039
#> 130 PERSON birth_datetime 6039 4644
#> 131 PERSON care_site_id 6039 1
#> 132 PERSON day_of_birth 6039 31
#> 133 PERSON death_datetime 6039 907
#> 134 PERSON ethnicity_concept_id 6039 1
#> 135 PERSON ethnicity_source_concept_id 6039 1
#> 136 PERSON ethnicity_source_value 6039 2
#> 137 PERSON gender_concept_id 6039 2
#> 138 PERSON gender_source_concept_id 6039 1
#> 139 PERSON gender_source_value 6039 2
#> 140 PERSON location_id 6039 1
#> 141 PERSON month_of_birth 6039 12
#> 142 PERSON person_id 6039 6039
#> 143 PERSON person_source_value 6039 6039
#> 144 PERSON provider_id 6039 1
#> 145 PERSON race_concept_id 6039 4
#> 146 PERSON race_source_concept_id 6039 1
#> 147 PERSON race_source_value 6039 5
#> 148 PERSON year_of_birth 6039 111
#> 149 PROCEDURE_OCCURRENCE modifier_concept_id 163597 1
#> 150 PROCEDURE_OCCURRENCE modifier_source_value 163597 1
#> 151 PROCEDURE_OCCURRENCE person_id 163597 6009
#> 152 PROCEDURE_OCCURRENCE procedure_concept_id 163597 132
#> 153 PROCEDURE_OCCURRENCE procedure_date 163597 13517
#> 154 PROCEDURE_OCCURRENCE procedure_datetime 163597 13517
#> 155 PROCEDURE_OCCURRENCE procedure_occurrence_id 163597 163597
#> 156 PROCEDURE_OCCURRENCE procedure_source_concept_id 163597 132
#> 157 PROCEDURE_OCCURRENCE procedure_source_value 163597 132
#> 158 PROCEDURE_OCCURRENCE procedure_type_concept_id 163597 1
#> 159 PROCEDURE_OCCURRENCE provider_id 163597 1
#> 160 PROCEDURE_OCCURRENCE quantity 163597 1
#> 161 PROCEDURE_OCCURRENCE visit_detail_id 163597 1
#> 162 PROCEDURE_OCCURRENCE visit_occurrence_id 163597 97214
Code of Conduct
Please note that the polyesterData project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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