diff --git a/mimic-iv/buildmimic/athena/README.md b/mimic-iv/buildmimic/athena/README.md
new file mode 100644
index 000000000..66169e2c0
--- /dev/null
+++ b/mimic-iv/buildmimic/athena/README.md
@@ -0,0 +1,68 @@
+# Load MIMIC-IV into Athena
+
+## Access Data
+Gain a username and password to access MIMIC-IV from https://mimic.physionet.org/
+
+## Load CSV files to S3
+
+Run the following commands from your desktop, Cloud9 or an EC2 instance.
+
+The commands below assumes that the machine running them has:
+* AWS CLI installed
+* IAM role that has s3:CreateBucket and s3:PutObject permissions.
+
+In the lines below, replace:
+* `<region>` with the aws region where your resources will be locates (ie us-west-2)
+* `<username>` and `<password>` with your physionet username and password.  
+* `<bucket>` with the name of your S3 bucket that will contain the data.
+
+```bash
+wget -r -N -c -np --user <username> --ask-password https://physionet.org/files/mimiciv/1.0/
+
+export MIMICIV_BUCKET=<bucket>
+aws configure set default.region <region>
+
+aws s3 mb s3://$MIMICIV_BUCKET
+
+cd physionet.org/files/mimiciv/1.0/
+
+aws s3 cp core/admissions.csv.gz s3://$MIMICIV_BUCKET/csv/core/admissions/ 
+aws s3 cp core/patients.csv.gz s3://$MIMICIV_BUCKET/csv/core/patients/
+aws s3 cp core/transfers.csv.gz s3://$MIMICIV_BUCKET/csv/core/transfers/
+
+aws s3 cp icu/chartevents.csv.gz s3://$MIMICIV_BUCKET/csv/icu/chartevents/
+aws s3 cp icu/d_items.csv.gz  s3://$MIMICIV_BUCKET/csv/icu/d_items/
+aws s3 cp icu/datetimeevents.csv.gz  s3://$MIMICIV_BUCKET/csv/icu/datetimeevents/ 
+aws s3 cp icu/icustays.csv.gz  s3://$MIMICIV_BUCKET/csv/icu/icustays/
+aws s3 cp icu/inputevents.csv.gz  s3://$MIMICIV_BUCKET/csv/icu/inputevents/
+aws s3 cp icu/outputevents.csv.gz  s3://$MIMICIV_BUCKET/csv/icu/outputevents/
+aws s3 cp icu/procedureevents.csv.gz s3://$MIMICIV_BUCKET/csv/icu/procedureevents/
+
+aws s3 cp hosp/d_hcpcs.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/d_hcpcs/
+aws s3 cp hosp/d_icd_diagnoses.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/d_icd_diagnoses/
+aws s3 cp hosp/d_icd_procedures.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/d_icd_procedures/
+aws s3 cp hosp/d_labitems.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/d_labitems/
+aws s3 cp hosp/diagnoses_icd.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/diagnoses_icd/
+aws s3 cp hosp/drgcodes.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/drgcodes/
+aws s3 cp hosp/emar.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/emar/
+aws s3 cp hosp/emar_detail.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/emar_detail/
+aws s3 cp hosp/hcpcsevents.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/hcpcsevents/
+aws s3 cp hosp/labevents.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/labevents/
+aws s3 cp hosp/microbiologyevents.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/microbiologyevents/
+aws s3 cp hosp/pharmacy.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/pharmacy/
+aws s3 cp hosp/poe.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/poe/
+aws s3 cp hosp/poe_detail.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/poe_detail/
+aws s3 cp hosp/prescriptions.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/prescriptions/
+aws s3 cp hosp/procedures_icd.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/procedures_icd/
+aws s3 cp hosp/services.csv.gz s3://$MIMICIV_BUCKET/csv/hosp/services/
+```
+
+## Map schema
+
+Use Athena to run the commands in schema.sql. Replace MIMICIV_BUCKET with your bucket name
+
+
+## Create parquet data
+
+Use Athena to run the commands in parquet.sql. Replace MIMICIV_BUCKET with your bucket name
+
diff --git a/mimic-iv/buildmimic/athena/parquet.sql b/mimic-iv/buildmimic/athena/parquet.sql
new file mode 100644
index 000000000..110da37b2
--- /dev/null
+++ b/mimic-iv/buildmimic/athena/parquet.sql
@@ -0,0 +1,31 @@
+CREATE DATABASE IF NOT EXISTS `mimiciv_parquet`;
+
+CREATE TABLE "mimiciv_parquet".admissions WITH (external_location = 's3://MIMICIV_BUCKET/parquet/admissions/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".admissions;
+CREATE TABLE "mimiciv_parquet".patients   WITH (external_location = 's3://MIMICIV_BUCKET/parquet/patients/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".patients;
+CREATE TABLE "mimiciv_parquet".transfers  WITH (external_location = 's3://MIMICIV_BUCKET/parquet/transfers/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".transfers;
+
+CREATE TABLE "mimiciv_parquet".chartevents     WITH (external_location = 's3://MIMICIV_BUCKET/parquet/chartevents/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".chartevents;
+CREATE TABLE "mimiciv_parquet".d_items         WITH (external_location = 's3://MIMICIV_BUCKET/parquet/d_items/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".d_items;
+CREATE TABLE "mimiciv_parquet".datetimeevents  WITH (external_location = 's3://MIMICIV_BUCKET/parquet/datetimeevents/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".datetimeevents;
+CREATE TABLE "mimiciv_parquet".icustays        WITH (external_location = 's3://MIMICIV_BUCKET/parquet/icustays/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".icustays;
+CREATE TABLE "mimiciv_parquet".inputevents     WITH (external_location = 's3://MIMICIV_BUCKET/parquet/inputevents/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".inputevents;
+CREATE TABLE "mimiciv_parquet".outputevents    WITH (external_location = 's3://MIMICIV_BUCKET/parquet/outputevents/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".outputevents;
+CREATE TABLE "mimiciv_parquet".procedureevents WITH (external_location = 's3://MIMICIV_BUCKET/parquet/procedureevents/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".procedureevents;
+
+CREATE TABLE "mimiciv_parquet".d_hcpcs            WITH (external_location = 's3://MIMICIV_BUCKET/parquet/d_hcpcs/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".d_hcpcs;
+CREATE TABLE "mimiciv_parquet".d_icd_diagnoses    WITH (external_location = 's3://MIMICIV_BUCKET/parquet/d_icd_diagnoses/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".d_icd_diagnoses;
+CREATE TABLE "mimiciv_parquet".d_icd_procedures   WITH (external_location = 's3://MIMICIV_BUCKET/parquet/d_icd_procedures/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".d_icd_procedures;
+CREATE TABLE "mimiciv_parquet".d_labitems         WITH (external_location = 's3://MIMICIV_BUCKET/parquet/d_labitems/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".d_labitems;
+CREATE TABLE "mimiciv_parquet".diagnoses_icd      WITH (external_location = 's3://MIMICIV_BUCKET/parquet/diagnoses_icd/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".diagnoses_icd;
+CREATE TABLE "mimiciv_parquet".drgcodes           WITH (external_location = 's3://MIMICIV_BUCKET/parquet/drgcodes/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".drgcodes;
+CREATE TABLE "mimiciv_parquet".emar               WITH (external_location = 's3://MIMICIV_BUCKET/parquet/emar/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".emar;
+CREATE TABLE "mimiciv_parquet".emar_detail        WITH (external_location = 's3://MIMICIV_BUCKET/parquet/emar_detail/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".emar_detail;
+CREATE TABLE "mimiciv_parquet".hcpcsevents        WITH (external_location = 's3://MIMICIV_BUCKET/parquet/hcpcsevents/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".hcpcsevents;
+CREATE TABLE "mimiciv_parquet".labevents          WITH (external_location = 's3://MIMICIV_BUCKET/parquet/labevents/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".labevents;
+CREATE TABLE "mimiciv_parquet".microbiologyevents WITH (external_location = 's3://MIMICIV_BUCKET/parquet/microbiologyevents/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".microbiologyevents;
+CREATE TABLE "mimiciv_parquet".pharmacy           WITH (external_location = 's3://MIMICIV_BUCKET/parquet/pharmacy/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".pharmacy;
+CREATE TABLE "mimiciv_parquet".poe                WITH (external_location = 's3://MIMICIV_BUCKET/parquet/poe/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".poe;
+CREATE TABLE "mimiciv_parquet".poe_detail         WITH (external_location = 's3://MIMICIV_BUCKET/parquet/poe_detail/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".poe_detail;
+CREATE TABLE "mimiciv_parquet".prescriptions      WITH (external_location = 's3://MIMICIV_BUCKET/parquet/prescriptions/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".prescriptions;
+CREATE TABLE "mimiciv_parquet".procedures_icd     WITH (external_location = 's3://MIMICIV_BUCKET/parquet/procedures_icd/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".procedures_icd;
+CREATE TABLE "mimiciv_parquet".services           WITH (external_location = 's3://MIMICIV_BUCKET/parquet/services/',format = 'Parquet') AS SELECT * FROM "mimiciv_csv".services;
diff --git a/mimic-iv/buildmimic/athena/schema.sql b/mimic-iv/buildmimic/athena/schema.sql
new file mode 100644
index 000000000..0ae5565f8
--- /dev/null
+++ b/mimic-iv/buildmimic/athena/schema.sql
@@ -0,0 +1,779 @@
+CREATE DATABASE IF NOT EXISTS `mimiciv_csv`;
+CREATE EXTERNAL TABLE `mimiciv_csv`.`admissions`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `admittime` string, 
+  `dischtime` string, 
+  `deathtime` string, 
+  `admission_type` string, 
+  `admission_location` string, 
+  `discharge_location` string, 
+  `insurance` string, 
+  `language` string, 
+  `marital_status` string, 
+  `ethnicity` string, 
+  `edregtime` string, 
+  `edouttime` string, 
+  `hospital_expire_flag` bigint)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/core/admissions/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`patients`(
+  `subject_id` bigint, 
+  `gender` string, 
+  `anchor_age` bigint, 
+  `anchor_year` bigint, 
+  `anchor_year_group` string, 
+  `dod` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/core/patients/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`transfers`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `transfer_id` bigint, 
+  `eventtype` string, 
+  `careunit` string, 
+  `intime` string, 
+  `outtime` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/core/transfers/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+
+
+
+
+CREATE EXTERNAL TABLE `mimiciv_csv`.`chartevents`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `stay_id` bigint, 
+  `charttime` string, 
+  `storetime` string, 
+  `itemid` bigint, 
+  `value` VARCHAR(200), 
+  `valuenum` double, 
+  `valueuom` string, 
+  `warning` bigint)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/icu/chartevents/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`datetimeevents`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `stay_id` bigint, 
+  `charttime` string, 
+  `storetime` string, 
+  `itemid` bigint, 
+  `value` string, 
+  `valueuom` string, 
+  `warning` bigint)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/icu/datetimeevents/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`d_items`(
+  `itemid` bigint, 
+  `label` string, 
+  `abbreviation` string, 
+  `linksto` string, 
+  `category` string, 
+  `unitname` string, 
+  `param_type` string, 
+  `lownormalvalue` bigint, 
+  `highnormalvalue` double)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/icu/d_items/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`icustays`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `stay_id` bigint, 
+  `first_careunit` string, 
+  `last_careunit` string, 
+  `intime` string, 
+  `outtime` string, 
+  `los` double)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/icu/icustays/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`inputevents`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `stay_id` bigint, 
+  `starttime` string, 
+  `endtime` string, 
+  `storetime` string, 
+  `itemid` bigint, 
+  `amount` double, 
+  `amountuom` string, 
+  `rate` double, 
+  `rateuom` string, 
+  `orderid` bigint, 
+  `linkorderid` bigint, 
+  `ordercategoryname` string, 
+  `secondaryordercategoryname` string, 
+  `ordercomponenttypedescription` string, 
+  `ordercategorydescription` string, 
+  `patientweight` double, 
+  `totalamount` bigint, 
+  `totalamountuom` string, 
+  `isopenbag` bigint, 
+  `continueinnextdept` bigint, 
+  `cancelreason` bigint, 
+  `statusdescription` string, 
+  `originalamount` double, 
+  `originalrate` double)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/icu/inputevents/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`outputevents`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `stay_id` bigint, 
+  `charttime` string, 
+  `storetime` string, 
+  `itemid` bigint, 
+  `value` double, 
+  `valueuom` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/icu/outputevents/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`procedureevents`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `stay_id` bigint, 
+  `starttime` string, 
+  `endtime` string, 
+  `storetime` string, 
+  `itemid` bigint, 
+  `value` double, 
+  `valueuom` string, 
+  `location` string, 
+  `locationcategory` string, 
+  `orderid` bigint, 
+  `linkorderid` bigint, 
+  `ordercategoryname` string, 
+  `secondaryordercategoryname` string, 
+  `ordercategorydescription` string, 
+  `patientweight` double, 
+  `totalamount` string, 
+  `totalamountuom` string, 
+  `isopenbag` bigint, 
+  `continueinnextdept` bigint, 
+  `cancelreason` bigint, 
+  `statusdescription` string, 
+  `comments_date` string, 
+  `originalamount` double, 
+  `originalrate` bigint)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/icu/procedureevents/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+
+
+
+
+CREATE EXTERNAL TABLE `mimiciv_csv`.`d_hcpcs`(
+  `code` string, 
+  `category` bigint, 
+  `long_description` string, 
+  `short_description` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/d_hcpcs/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`d_icd_diagnoses`(
+  `icd_code` bigint, 
+  `icd_version` bigint, 
+  `long_title` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/d_icd_diagnoses/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`d_icd_procedures`(
+  `icd_code` string, 
+  `icd_version` bigint, 
+  `long_title` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/d_icd_procedures/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`d_labitems`(
+  `itemid` bigint, 
+  `label` string, 
+  `fluid` string, 
+  `category` string, 
+  `loinc_code` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/d_labitems/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`diagnoses_icd`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `seq_num` bigint, 
+  `icd_code` string, 
+  `icd_version` bigint)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/diagnoses_icd/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`drgcodes`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `drg_type` string, 
+  `drg_code` bigint, 
+  `description` string, 
+  `drg_severity` string, 
+  `drg_mortality` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/drgcodes/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`emar`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `emar_id` string, 
+  `emar_seq` bigint, 
+  `poe_id` string, 
+  `pharmacy_id` bigint, 
+  `charttime` string, 
+  `medication` string, 
+  `event_txt` string, 
+  `scheduletime` string, 
+  `storetime` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/emar/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`emar_detail`(
+  `subject_id` bigint, 
+  `emar_id` string, 
+  `emar_seq` bigint, 
+  `parent_field_ordinal` double, 
+  `administration_type` string, 
+  `pharmacy_id` bigint, 
+  `barcode_type` string, 
+  `reason_for_no_barcode` string, 
+  `complete_dose_not_given` string, 
+  `dose_due` string, 
+  `dose_due_unit` string, 
+  `dose_given` double, 
+  `dose_given_unit` string, 
+  `will_remainder_of_dose_be_given` string, 
+  `product_amount_given` double, 
+  `product_unit` string, 
+  `product_code` string, 
+  `product_description` string, 
+  `product_description_other` string, 
+  `prior_infusion_rate` bigint, 
+  `infusion_rate` bigint, 
+  `infusion_rate_adjustment` string, 
+  `infusion_rate_adjustment_amount` string, 
+  `infusion_rate_unit` string, 
+  `route` string, 
+  `infusion_complete` string, 
+  `completion_interval` string, 
+  `new_iv_bag_hung` string, 
+  `continued_infusion_in_other_location` string, 
+  `restart_interval` string, 
+  `side` string, 
+  `site` string, 
+  `non_formulary_visual_verification` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/emar_detail/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`hcpcsevents`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `chartdate` string, 
+  `hcpcs_cd` string, 
+  `seq_num` bigint, 
+  `short_description` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/hcpcsevents/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`labevents`(
+  `labevent_id` bigint, 
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `specimen_id` bigint, 
+  `itemid` bigint, 
+  `charttime` string, 
+  `storetime` string, 
+  `value` VARCHAR(200), 
+  `valuenum` double, 
+  `valueuom` string, 
+  `ref_range_lower` double, 
+  `ref_range_upper` double, 
+  `flag` string, 
+  `priority` string, 
+  `comments` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/labevents/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`microbiologyevents`(
+  `microevent_id` bigint, 
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `micro_specimen_id` bigint, 
+  `chartdate` string, 
+  `charttime` string, 
+  `spec_itemid` bigint, 
+  `spec_type_desc` string, 
+  `test_seq` bigint, 
+  `storedate` string, 
+  `storetime` string, 
+  `test_itemid` bigint, 
+  `test_name` string, 
+  `org_itemid` bigint, 
+  `org_name` string, 
+  `isolate_num` bigint, 
+  `quantity` string, 
+  `ab_itemid` bigint, 
+  `ab_name` string, 
+  `dilution_text` string, 
+  `dilution_comparison` string, 
+  `dilution_value` double, 
+  `interpretation` string, 
+  `comments` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/microbiologyevents/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`pharmacy`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `pharmacy_id` bigint, 
+  `poe_id` string, 
+  `starttime` string, 
+  `stoptime` string, 
+  `medication` string, 
+  `proc_type` string, 
+  `status` string, 
+  `entertime` string, 
+  `verifiedtime` string, 
+  `route` string, 
+  `frequency` string, 
+  `disp_sched` string, 
+  `infusion_type` string, 
+  `sliding_scale` string, 
+  `lockout_interval` bigint, 
+  `basal_rate` bigint, 
+  `one_hr_max` string, 
+  `doses_per_24_hrs` bigint, 
+  `duration` bigint, 
+  `duration_interval` string, 
+  `expiration_value` bigint, 
+  `expiration_unit` string, 
+  `expirationdate` string, 
+  `dispensation` string, 
+  `fill_quantity` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/pharmacy/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`poe`(
+  `poe_id` string, 
+  `poe_seq` bigint, 
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `ordertime` string, 
+  `order_type` string, 
+  `order_subtype` string, 
+  `transaction_type` string, 
+  `discontinue_of_poe_id` string, 
+  `discontinued_by_poe_id` string, 
+  `order_status` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/poe/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`poe_detail`(
+  `poe_id` string, 
+  `poe_seq` bigint, 
+  `subject_id` bigint, 
+  `field_name` string, 
+  `field_value` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/poe_detail/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`prescriptions`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `pharmacy_id` bigint, 
+  `starttime` string, 
+  `stoptime` string, 
+  `drug_type` string, 
+  `drug` string, 
+  `gsn` bigint, 
+  `ndc` bigint, 
+  `prod_strength` string, 
+  `form_rx` string, 
+  `dose_val_rx` string, 
+  `dose_unit_rx` string, 
+  `form_val_disp` string, 
+  `form_unit_disp` string, 
+  `doses_per_24_hrs` bigint, 
+  `route` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/prescriptions/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`procedures_icd`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `seq_num` bigint, 
+  `chartdate` string, 
+  `icd_code` bigint, 
+  `icd_version` bigint)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/procedures_icd/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');
+CREATE EXTERNAL TABLE `mimiciv_csv`.`services`(
+  `subject_id` bigint, 
+  `hadm_id` bigint, 
+  `transfertime` string, 
+  `prev_service` string, 
+  `curr_service` string)
+ROW FORMAT DELIMITED 
+  FIELDS TERMINATED BY ',' 
+STORED AS INPUTFORMAT 
+  'org.apache.hadoop.mapred.TextInputFormat' 
+OUTPUTFORMAT 
+  'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat'
+LOCATION
+  's3://MIMICIV_BUCKET/csv/hosp/services/'
+TBLPROPERTIES (
+  'ColumnsQuoted'='false', 
+  'classification'='csv', 
+  'columnsOrdered'='true', 
+  'compressionType'='gzip', 
+  'delimiter'=',',  
+  'skip.header.line.count'='1', 
+  'typeOfData'='file');