Presenters

Ben Straub

GSK, RCSWG

Sam Parmar

Pfizer, RCSWG

Nick Masel

J&J, RCSWG, {datasetjson}

Breaking Free from the XPT

Exploration of Dataset-JSON as an Alternative Transport File to Regulatory Agencies

1980s - A snapshot of technology

A time of bliss

A time of wonder

A time of memory

A time of xpt

Motivation: Why Talk About Transport Formats?

• All of these 1980s technologies have been replaced - except the XPT.
• XPTs has been the de facto submission transport for decades
• XPT works – but reflects 1980s constraints, not modern data practice
• Open-source tooling and modern standards are becoming more mainstream in Pharma
• Dataset-JSON offers a contemporary alternative

Set the stage: XPT is familiar and “good enough,” but we’re asking if there’s a better fit for today’s ecosystems, especially for R-based submissions.

Agenda

This talk covers four topics:

• Why the industry is rethinking XPT as the default transport file?
• What Dataset-JSON is, where it came from, and why it matters?
• A “Pilot” FDA submission using Dataset-JSON v1.1 standard (no xpts!)
• The R package datasetjson - a five minute crash course.

Give the audience a mental roadmap; we’ll go from pain points, to the new standard, to the pilot as a worked example.

XPT

XPT: Yesterday’s Solution to Yesterday’s Problem

• Outdated technology
  • Defined in the 1980s for SAS-to-SAS transfer
  • Optimized for mainframes, not for modern APIs or big data
• Constrained data characteristics
  • 8-character variable names, 40-character labels
  • 200-character limit for character values
  • Limited data types
• Poor handling of internationalization
  • US-ASCII only; no native UTF-8/multibyte support

Emphasize that XPT isn’t “bad,” but its constraints create friction when we try to adopt modern practices (richer metadata, internationalization, etc.).

Why XPT Creates Friction Today

• Weak embedded metadata
  • No rich metadata inside the file
  • Reliance on external Define-XML; risk of misalignment
• Inefficient storage
  • Fixed-width allocations, lots of padding
  • No compression support
• Ecosystem asymmetry
  • Native in SAS; awkward in open-source and data engineering stacks

Connect these to practical headaches: bloated files, harder QC, more custom glue code in open-source environments.

Dataset-JSON

Dataset-JSON Timeline

timeline
    title Dataset-JSON Timeline: 2022 - 2023
    section 2022
        2022 : FDA evaluation selects Dataset-JSON as optimal format to replace SAS V5 XPT
    section 2023
        Jul : Dataset-JSON Pilot Kickoff
        Aug : Dataset-JSON v1.0 released as part of ODM v2.0
        Sept : COSA Dataset-JSON Hackathon concludes at US Interchange
        Sept : PHUSE CSS Conference Dataset-JSON Plenary & Workshop
        Nov : PHUSE EU Connect Dataset-JSON Workshop

Dataset-JSON Timeline

timeline
    title Dataset-JSON Timeline: 2024 - 2025
    section 2024
        Feb : PHUSE US Connect Dataset-JSON Workshop
        May : Dataset-JSON v1.1 Kickoff
        June : PHUSE CSS Final Pilot Report
        Sep : Dataset-JSON v1.1 Public Review
        Dec : Dataset-JSON v1.1 Published
    section 2025
        Apr : FDA Federal Register notice reaffirms standards, signals openness to evolving transport mechanisms

Why Dataset-JSON?

• Self-contained metadata
  • Variable labels/types and CDISC metadata embedded in the file
  • Designed to meet regulatory needs
• Human-readable and audit-friendly
  • Plain-text JSON; easy to inspect and search
• Universally parseable
  • Mature JSON parsers exist in all major languages
• Supports APIs
  • Same structure works for file transfer and REST endpoints
• Interoperability

Contrast with Parquet/other binary formats: great for analytics, less ideal when transparency and audit trails matter for regulators.

Dataset-JSON in Practice

• One dataset per file
• Three main components:
  • Top-level metadata
    • Creation time, standard version
    • Optional link to Define-XML
  • Column metadata
    • Names, labels, data types, optional CDISC-specific attributes
  • Row data
    • Arrays of values; missing values as null
• Special handling:
  • Decimals as strings to preserve precision
  • ISO 8601 dates/times
  • Optional NDJSON variant for streaming large datasets

Highlight that Dataset-JSON encodes both data and metadata in one place, which is a key difference from XPT + separate Define-XML.

Regulatory and Collaboration Context

• Dataset-JSON sits in a collaborative ecosystem:
  • CDISC: defines standards
  • PHUSE: applied use cases and community practice
  • FDA: evaluates review impact and feasibility
  • R Consortium Submission Working Group: FDA–industry collaboration testing out R-based submissions.

Underscore that industry change happens when standards bodies, industry, and regulators move together—Pilot 5 contributes evidence.

R Consortium R Submissions Working Group and Pilot 5

R Consortium R Submissions Working Group

• Mission: demonstrate that R-based submission packages can:
  • Meet regulatory expectations
  • Be fully reproducible and reviewable
  • Experiment today to prepare for tomorrow’s submissions
• Focus on:
  • Complete, public submission-like artifacts (data, code, outputs)
  • Practical workflows others can fork and adapt
  • Feedback loop with regulators to shape future processes

Briefly mention that multiple pilots exist; we’ll zoom in on Pilot 5 as the Dataset-JSON-focused one.

Pilots 1 - 4

• Evolution:
  • Pilot 1: TLFs in R, SDTM/ADaM from SAS XPT
  • Pilot 2: TLFs are packaged into a Shiny App
  • Pilot 3: Rebuilt 5 ADaM datasets in R, still output XPT
  • Pilot 4: Pilot 2 delivered as webassembly and as a container

What the Pilots Showed

• Demonstrated:
  • eCTD-style packaging and conventions
  • Reproducible execution from source data through TLFs
  • Reviewer-aligned documentation (ADRG) using open tools (e.g., Quarto)
  • Concrete interaction with FDA reviewers:
    • Installation, environment setup
    • Data and derivation questions
  • Pilots received a letter from FDA called “Statistical Review and Evaluation” which documented success of Pilot as public evidence.

This slide builds trust: regulators have already successfully reviewed R-based packages from earlier pilots.

Pilot 5

Pilot 5 Focus: Dataset-JSON + R-Generated ADaM

• Objectives:
  • Convert all XPTs in the package to Dataset-JSON
  • Build off Pilot 1 and Pilot 3
  • Deliver a publicly accessible R-based submission-like package
  • Use Dataset-JSON v1.1 as the dataset transport format
  • Generate key ADaM datasets in R (not SAS) and …
  • SDTM also regenerated as datasetjson but no program available
  • Use the datasetjson R package to do the heavy lifting

Stress that Pilot 5 is both about the format (Dataset-JSON) and demonstrating end‑to‑end R-based dataset generation.

Pilot 5 Artifacts (What You Can See Today)

• Public repository for development work
• • R programs
  • Data: SDTM and ADaM
  • QC Reports from Bots
  • Closed Pull Requests with Discussion
  • Meeting Notes and Development ADRG (LLM-supported)

• Public repository for final submission work

• • Following M1/M5 structure
  • Final R programs
  • Final JSON data
  • Final ADRG and other supporting documents

Encourage participants to explore the repo post-session; it’s meant as a starting point they can reuse.

Challenges Faced

External Dependencies & Evolution

• Dataset-JSON moved from v1.0 to v1.1 during pilot
• Needed to understand and document v1.1 changes with FDA
• Pinnacle 21 Community did not yet support Dataset-JSON v1.1
• Required:
  • Workarounds and additional documentation
  • Direct discussion with FDA collaborators
  • Re-submission once P21 supports v1.1

Implementation & Tooling Gaps

• Learning how metadata is represented and persisted in Dataset-JSON
• Managing numeric precision:
  • Converting float variables to decimal data type in JSON
  • Building wrapper functions for consistent handling across datasets
• Package limitations:
  • datasetjson R package has a few open issues
  • Tracked and discussed publicly:
    • https://github.com/atorus-research/datasetjson/issues

This illustrates that format innovation can get slightly ahead of validation ecosystems; collaboration and documentation are key.

Feedback from the FDA

• The submission package was successfully delivered to the FDA via eCTD portal in November 2025.
• A minor was revision was requested by FDA reviewers - use of .rds files with a re-submission in January 2026.
• Awaiting final feedback from reviewers.

datasetjson R package
Workhorse of Pilot 5

The Whole Game

Let’s see the complete workflow with {pharmaverseadam} data:

1. Start with ADAM datasets
2. Prepare top-level metadata and column metadata
3. Convert to Dataset-JSON
4. Share the standardized file
5. Read it back anywhere

Step 1: Load ADAM Data and Metadata

library(datasetjson)

# Load data
adsl <- readRDS("data/adsl.rds")

Step 1a: Examine What We Have - ADSL

knitr::kable(head(adsl[1:6]), format = "html", table.attr = "style='font-size: 24px;'")

STUDYID	USUBJID	SUBJID	RFSTDTC	RFENDTC	RFXSTDTC
CDISCPILOT01	01-701-1015	1015	2014-01-02	2014-07-02	2014-01-02
CDISCPILOT01	01-701-1023	1023	2012-08-05	2012-09-02	2012-08-05
CDISCPILOT01	01-701-1028	1028	2013-07-19	2014-01-14	2013-07-19
CDISCPILOT01	01-701-1033	1033	2014-03-18	2014-04-14	2014-03-18
CDISCPILOT01	01-701-1034	1034	2014-07-01	2014-12-30	2014-07-01
CDISCPILOT01	01-701-1047	1047	2013-02-12	2013-03-29	2013-02-12

Step 2: Prepare Metadata

# Load column metadata
adsl_meta <- readRDS("data/adsl_meta.rds")

Step 2a: Examine What We Have - adsl_meta

knitr::kable(head(adsl_meta), format = "html", table.attr = "style='font-size: 24px;'")

itemOID	name	label	dataType	targetDataType	length
STUDYID	STUDYID	Study Identifier	string	NA	12
USUBJID	USUBJID	Unique Subject Identifier	string	NA	11
SUBJID	SUBJID	Subject Identifier for the Study	string	NA	4
RFSTDTC	RFSTDTC	Subject Reference Start Date/Time	string	NA	NA
RFENDTC	RFENDTC	Subject Reference End Date/Time	string	NA	NA
RFXSTDTC	RFXSTDTC	Date/Time of First Study Treatment	string	NA	NA

Step 3: Create Dataset-JSON

# Convert ADSL to Dataset-JSON
## top-level metadata
## column/variable metadata
## rows
adsl_json <- dataset_json(
  adsl,
  name = "ADSL",
  dataset_label = "Subject Level Analysis Dataset",
  columns = adsl_meta
)

CDISC Dataset-JSON v1.1 Specification

Step 3a: Inspect Dataset-JSON Object

head(adsl_json)

       STUDYID     USUBJID SUBJID    RFSTDTC    RFENDTC   RFXSTDTC   RFXENDTC
1 CDISCPILOT01 01-701-1015   1015 2014-01-02 2014-07-02 2014-01-02 2014-07-02
2 CDISCPILOT01 01-701-1023   1023 2012-08-05 2012-09-02 2012-08-05 2012-09-01
3 CDISCPILOT01 01-701-1028   1028 2013-07-19 2014-01-14 2013-07-19 2014-01-14
4 CDISCPILOT01 01-701-1033   1033 2014-03-18 2014-04-14 2014-03-18 2014-03-31
5 CDISCPILOT01 01-701-1034   1034 2014-07-01 2014-12-30 2014-07-01 2014-12-30
6 CDISCPILOT01 01-701-1047   1047 2013-02-12 2013-03-29 2013-02-12 2013-03-09
  RFICDTC         RFPENDTC DTHDTC DTHFL SITEID AGE  AGEU SEX  RACE
1    <NA> 2014-07-02T11:45   <NA>  <NA>    701  63 YEARS   F WHITE
2    <NA>       2013-02-18   <NA>  <NA>    701  64 YEARS   M WHITE
3    <NA> 2014-01-14T11:10   <NA>  <NA>    701  71 YEARS   M WHITE
4    <NA>       2014-09-15   <NA>  <NA>    701  74 YEARS   M WHITE
5    <NA> 2014-12-30T09:50   <NA>  <NA>    701  77 YEARS   F WHITE
6    <NA>       2013-07-28   <NA>  <NA>    701  85 YEARS   F WHITE
                  ETHNIC  ARMCD                  ARM ACTARMCD
1     HISPANIC OR LATINO    Pbo              Placebo      Pbo
2     HISPANIC OR LATINO    Pbo              Placebo      Pbo
3 NOT HISPANIC OR LATINO Xan_Hi Xanomeline High Dose   Xan_Hi
4 NOT HISPANIC OR LATINO Xan_Lo  Xanomeline Low Dose   Xan_Lo
5 NOT HISPANIC OR LATINO Xan_Hi Xanomeline High Dose   Xan_Hi
6 NOT HISPANIC OR LATINO    Pbo              Placebo      Pbo
                ACTARM COUNTRY      DMDTC DMDY               TRT01P
1              Placebo     USA 2013-12-26   -7              Placebo
2              Placebo     USA 2012-07-22  -14              Placebo
3 Xanomeline High Dose     USA 2013-07-11   -8 Xanomeline High Dose
4  Xanomeline Low Dose     USA 2014-03-10   -8  Xanomeline Low Dose
5 Xanomeline High Dose     USA 2014-06-24   -7 Xanomeline High Dose
6              Placebo     USA 2013-01-22  -21              Placebo
                TRT01A    TRTSDTM TRTSTMF             TRTEDTM TRTETMF
1              Placebo 2014-01-02       H 2014-07-02 23:59:59       H
2              Placebo 2012-08-05       H 2012-09-01 23:59:59       H
3 Xanomeline High Dose 2013-07-19       H 2014-01-14 23:59:59       H
4  Xanomeline Low Dose 2014-03-18       H 2014-03-31 23:59:59       H
5 Xanomeline High Dose 2014-07-01       H 2014-12-30 23:59:59       H
6              Placebo 2013-02-12       H 2013-03-09 23:59:59       H
      TRTSDT     TRTEDT TRTDURD SCRFDT      EOSDT       EOSSTT      FRVDT
1 2014-01-02 2014-07-02     182   <NA> 2014-07-02    COMPLETED       <NA>
2 2012-08-05 2012-09-01      28   <NA> 2012-09-02 DISCONTINUED 2013-02-18
3 2013-07-19 2014-01-14     180   <NA> 2014-01-14    COMPLETED       <NA>
4 2014-03-18 2014-03-31      14   <NA> 2014-04-14 DISCONTINUED 2014-09-15
5 2014-07-01 2014-12-30     183   <NA> 2014-12-30    COMPLETED       <NA>
6 2013-02-12 2013-03-09      26   <NA> 2013-03-29 DISCONTINUED 2013-07-28
      RANDDT DTHDT DTHDTF DTHADY LDDTHELD DTHCAUS DTHDOM DTHCGR1   LSTALVDT
1 2014-01-02  <NA>   <NA>     NA       NA    <NA>   <NA>    <NA> 2014-07-02
2 2012-08-05  <NA>   <NA>     NA       NA    <NA>   <NA>    <NA> 2012-09-02
3 2013-07-19  <NA>   <NA>     NA       NA    <NA>   <NA>    <NA> 2014-01-14
4 2014-03-18  <NA>   <NA>     NA       NA    <NA>   <NA>    <NA> 2014-04-14
5 2014-07-01  <NA>   <NA>     NA       NA    <NA>   <NA>    <NA> 2014-12-30
6 2013-02-12  <NA>   <NA>     NA       NA    <NA>   <NA>    <NA> 2013-04-07
  SAFFL RACEGR1 AGEGR1 REGION1 LDDTHGR1 DTH30FL DTHA30FL DTHB30FL
1     Y   White  18-64      NA     <NA>    <NA>     <NA>     <NA>
2     Y   White  18-64      NA     <NA>    <NA>     <NA>     <NA>
3     Y   White    >64      NA     <NA>    <NA>     <NA>     <NA>
4     Y   White    >64      NA     <NA>    <NA>     <NA>     <NA>
5     Y   White    >64      NA     <NA>    <NA>     <NA>     <NA>
6     Y   White    >64      NA     <NA>    <NA>     <NA>     <NA>

Step 3b: Inspect Dataset-JSON Object Attributes

class, top-level, column

str(attributes(adsl_json))

List of 8
 $ names             : chr [1:54] "STUDYID" "USUBJID" "SUBJID" "RFSTDTC" ...
 $ row.names         : int [1:306] 1 2 3 4 5 6 7 8 9 10 ...
 $ label             : chr "Subject Level Analysis Dataset"
 $ class             : chr [1:3] "datasetjson_v1_1_0" "datasetjson" "data.frame"
 $ _xportr.df_arg_   : chr "ADSL"
 $ datasetJSONVersion: chr "1.1.0"
 $ name              : chr "ADSL"
 $ columns           :List of 54
  ..$ :List of 5
  .. ..$ itemOID : chr "STUDYID"
  .. ..$ name    : chr "STUDYID"
  .. ..$ label   : chr "Study Identifier"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 12
  ..$ :List of 5
  .. ..$ itemOID : chr "USUBJID"
  .. ..$ name    : chr "USUBJID"
  .. ..$ label   : chr "Unique Subject Identifier"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 11
  ..$ :List of 5
  .. ..$ itemOID : chr "SUBJID"
  .. ..$ name    : chr "SUBJID"
  .. ..$ label   : chr "Subject Identifier for the Study"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 4
  ..$ :List of 4
  .. ..$ itemOID : chr "RFSTDTC"
  .. ..$ name    : chr "RFSTDTC"
  .. ..$ label   : chr "Subject Reference Start Date/Time"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "RFENDTC"
  .. ..$ name    : chr "RFENDTC"
  .. ..$ label   : chr "Subject Reference End Date/Time"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "RFXSTDTC"
  .. ..$ name    : chr "RFXSTDTC"
  .. ..$ label   : chr "Date/Time of First Study Treatment"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "RFXENDTC"
  .. ..$ name    : chr "RFXENDTC"
  .. ..$ label   : chr "Date/Time of Last Study Treatment"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "RFICDTC"
  .. ..$ name    : chr "RFICDTC"
  .. ..$ label   : chr "Date/Time of Informed Consent"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID : chr "RFPENDTC"
  .. ..$ name    : chr "RFPENDTC"
  .. ..$ label   : chr "Date/Time of End of Participation"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 16
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHDTC"
  .. ..$ name    : chr "DTHDTC"
  .. ..$ label   : chr "Date/Time of Death"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHFL"
  .. ..$ name    : chr "DTHFL"
  .. ..$ label   : chr "Subject Death Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID : chr "SITEID"
  .. ..$ name    : chr "SITEID"
  .. ..$ label   : chr "Study Site Identifier"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 3
  ..$ :List of 4
  .. ..$ itemOID : chr "AGE"
  .. ..$ name    : chr "AGE"
  .. ..$ label   : chr "Age"
  .. ..$ dataType: chr "float"
  ..$ :List of 5
  .. ..$ itemOID : chr "AGEU"
  .. ..$ name    : chr "AGEU"
  .. ..$ label   : chr "Age Units"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 5
  ..$ :List of 5
  .. ..$ itemOID : chr "SEX"
  .. ..$ name    : chr "SEX"
  .. ..$ label   : chr "Sex"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 1
  ..$ :List of 5
  .. ..$ itemOID : chr "RACE"
  .. ..$ name    : chr "RACE"
  .. ..$ label   : chr "Race"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 32
  ..$ :List of 5
  .. ..$ itemOID : chr "ETHNIC"
  .. ..$ name    : chr "ETHNIC"
  .. ..$ label   : chr "Ethnicity"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 22
  ..$ :List of 5
  .. ..$ itemOID : chr "ARMCD"
  .. ..$ name    : chr "ARMCD"
  .. ..$ label   : chr "Planned Arm Code"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 8
  ..$ :List of 5
  .. ..$ itemOID : chr "ARM"
  .. ..$ name    : chr "ARM"
  .. ..$ label   : chr "Description of Planned Arm"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 20
  ..$ :List of 5
  .. ..$ itemOID : chr "ACTARMCD"
  .. ..$ name    : chr "ACTARMCD"
  .. ..$ label   : chr "Actual Arm Code"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 8
  ..$ :List of 5
  .. ..$ itemOID : chr "ACTARM"
  .. ..$ name    : chr "ACTARM"
  .. ..$ label   : chr "Description of Actual Arm"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 20
  ..$ :List of 5
  .. ..$ itemOID : chr "COUNTRY"
  .. ..$ name    : chr "COUNTRY"
  .. ..$ label   : chr "Country"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 3
  ..$ :List of 5
  .. ..$ itemOID : chr "DMDTC"
  .. ..$ name    : chr "DMDTC"
  .. ..$ label   : chr "Date/Time of Collection"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 10
  ..$ :List of 4
  .. ..$ itemOID : chr "DMDY"
  .. ..$ name    : chr "DMDY"
  .. ..$ label   : chr "Study Day of Collection"
  .. ..$ dataType: chr "float"
  ..$ :List of 5
  .. ..$ itemOID : chr "TRT01P"
  .. ..$ name    : chr "TRT01P"
  .. ..$ label   : chr "Planned Treatment for Period 01"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 20
  ..$ :List of 5
  .. ..$ itemOID : chr "TRT01A"
  .. ..$ name    : chr "TRT01A"
  .. ..$ label   : chr "Actual Treatment for Period 01"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 20
  ..$ :List of 5
  .. ..$ itemOID       : chr "TRTSDTM"
  .. ..$ name          : chr "TRTSDTM"
  .. ..$ label         : chr "Datetime of First Exposure to Treatment"
  .. ..$ dataType      : chr "datetime"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 4
  .. ..$ itemOID : chr "TRTSTMF"
  .. ..$ name    : chr "TRTSTMF"
  .. ..$ label   : chr "Time of First Exposure Imput. Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID       : chr "TRTEDTM"
  .. ..$ name          : chr "TRTEDTM"
  .. ..$ label         : chr "Datetime of Last Exposure to Treatment"
  .. ..$ dataType      : chr "datetime"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 4
  .. ..$ itemOID : chr "TRTETMF"
  .. ..$ name    : chr "TRTETMF"
  .. ..$ label   : chr "Time of Last Exposure Imput. Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID       : chr "TRTSDT"
  .. ..$ name          : chr "TRTSDT"
  .. ..$ label         : chr "Date of First Exposure to Treatment"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 5
  .. ..$ itemOID       : chr "TRTEDT"
  .. ..$ name          : chr "TRTEDT"
  .. ..$ label         : chr "Date of Last Exposure to Treatment"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 4
  .. ..$ itemOID : chr "TRTDURD"
  .. ..$ name    : chr "TRTDURD"
  .. ..$ label   : chr "Total Treatment Duration (Days)"
  .. ..$ dataType: chr "float"
  ..$ :List of 5
  .. ..$ itemOID       : chr "SCRFDT"
  .. ..$ name          : chr "SCRFDT"
  .. ..$ label         : chr "Screen Failure Date"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 5
  .. ..$ itemOID       : chr "EOSDT"
  .. ..$ name          : chr "EOSDT"
  .. ..$ label         : chr "End of Study Date"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 4
  .. ..$ itemOID : chr "EOSSTT"
  .. ..$ name    : chr "EOSSTT"
  .. ..$ label   : chr "End of Study Status"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID       : chr "FRVDT"
  .. ..$ name          : chr "FRVDT"
  .. ..$ label         : chr "Final Retrieval Visit Date"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 5
  .. ..$ itemOID       : chr "RANDDT"
  .. ..$ name          : chr "RANDDT"
  .. ..$ label         : chr "Date of Randomization"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 5
  .. ..$ itemOID       : chr "DTHDT"
  .. ..$ name          : chr "DTHDT"
  .. ..$ label         : chr "Date of Death"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHDTF"
  .. ..$ name    : chr "DTHDTF"
  .. ..$ label   : chr "Date of Death Imputation Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHADY"
  .. ..$ name    : chr "DTHADY"
  .. ..$ label   : chr "Relative Day of Death"
  .. ..$ dataType: chr "float"
  ..$ :List of 4
  .. ..$ itemOID : chr "LDDTHELD"
  .. ..$ name    : chr "LDDTHELD"
  .. ..$ label   : chr "Elapsed Days from Last Dose to Death"
  .. ..$ dataType: chr "float"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHCAUS"
  .. ..$ name    : chr "DTHCAUS"
  .. ..$ label   : chr "Cause of Death"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHDOM"
  .. ..$ name    : chr "DTHDOM"
  .. ..$ label   : chr "Domain for Date of Death Collection"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHCGR1"
  .. ..$ name    : chr "DTHCGR1"
  .. ..$ label   : chr "Cause of Death Reason 1"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID       : chr "LSTALVDT"
  .. ..$ name          : chr "LSTALVDT"
  .. ..$ label         : chr "Date Last Known Alive"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 5
  .. ..$ itemOID : chr "SAFFL"
  .. ..$ name    : chr "SAFFL"
  .. ..$ label   : chr "Safety Population Flag"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 1
  ..$ :List of 5
  .. ..$ itemOID : chr "RACEGR1"
  .. ..$ name    : chr "RACEGR1"
  .. ..$ label   : chr "Pooled Race Group 1"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 9
  ..$ :List of 5
  .. ..$ itemOID : chr "AGEGR1"
  .. ..$ name    : chr "AGEGR1"
  .. ..$ label   : chr "Pooled Age Group 1"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 5
  ..$ :List of 5
  .. ..$ itemOID : chr "REGION1"
  .. ..$ name    : chr "REGION1"
  .. ..$ label   : chr "Geographic Region 1"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 2
  ..$ :List of 4
  .. ..$ itemOID : chr "LDDTHGR1"
  .. ..$ name    : chr "LDDTHGR1"
  .. ..$ label   : chr "Last Dose to Death - Days Elapsed Grp 1"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTH30FL"
  .. ..$ name    : chr "DTH30FL"
  .. ..$ label   : chr "Death Within 30 Days of Last Trt Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHA30FL"
  .. ..$ name    : chr "DTHA30FL"
  .. ..$ label   : chr "Death After 30 Days from Last Trt Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHB30FL"
  .. ..$ name    : chr "DTHB30FL"
  .. ..$ label   : chr "Death Within 30 Days of First Trt Flag"
  .. ..$ dataType: chr "string"

Step 4: Share Standardized Files

# Write to Dataset-JSON files
write_dataset_json(adsl_json, "output/ADSL.json", pretty = TRUE) # use pretty when viewing

Now anyone can read these files!

• Regulatory reviewers
• External collaborators
• Different software (R, Python, SAS)

Step 4a: Inspect Dataset-JSON File

FileAttachment("output/ADSL.json").json()

Step 5: Read Back Anywhere

# Read back - gets original data + metadata
adsl_restored <- read_dataset_json("output/ADSL.json")

Step 5a: Inspect Dataset-JSON Object

adsl_restored

         STUDYID     USUBJID SUBJID    RFSTDTC    RFENDTC   RFXSTDTC   RFXENDTC
1   CDISCPILOT01 01-701-1015   1015 2014-01-02 2014-07-02 2014-01-02 2014-07-02
2   CDISCPILOT01 01-701-1023   1023 2012-08-05 2012-09-02 2012-08-05 2012-09-01
3   CDISCPILOT01 01-701-1028   1028 2013-07-19 2014-01-14 2013-07-19 2014-01-14
4   CDISCPILOT01 01-701-1033   1033 2014-03-18 2014-04-14 2014-03-18 2014-03-31
5   CDISCPILOT01 01-701-1034   1034 2014-07-01 2014-12-30 2014-07-01 2014-12-30
6   CDISCPILOT01 01-701-1047   1047 2013-02-12 2013-03-29 2013-02-12 2013-03-09
7   CDISCPILOT01 01-701-1057   1057       <NA>       <NA>       <NA>       <NA>
8   CDISCPILOT01 01-701-1097   1097 2014-01-01 2014-07-09 2014-01-01 2014-07-09
9   CDISCPILOT01 01-701-1111   1111 2012-09-07 2012-09-17 2012-09-07 2012-09-16
10  CDISCPILOT01 01-701-1115   1115 2012-11-30 2013-01-23 2012-11-30 2013-01-23
11  CDISCPILOT01 01-701-1118   1118 2014-03-12 2014-09-09 2014-03-12 2014-09-09
12  CDISCPILOT01 01-701-1130   1130 2014-02-15 2014-08-16 2014-02-15 2014-08-16
13  CDISCPILOT01 01-701-1133   1133 2012-10-28 2013-04-29 2012-10-28 2013-04-28
14  CDISCPILOT01 01-701-1145   1145       <NA>       <NA>       <NA>       <NA>
15  CDISCPILOT01 01-701-1146   1146 2013-05-20 2013-06-30 2013-05-20 2013-06-26
16  CDISCPILOT01 01-701-1148   1148 2013-08-23 2014-02-20 2013-08-23 2014-02-20
17  CDISCPILOT01 01-701-1153   1153 2013-09-23 2014-04-01 2013-09-23 2014-03-16
18  CDISCPILOT01 01-701-1162   1162       <NA>       <NA>       <NA>       <NA>
19  CDISCPILOT01 01-701-1176   1176       <NA>       <NA>       <NA>       <NA>
20  CDISCPILOT01 01-701-1180   1180 2013-02-12 2013-03-23 2013-02-12 2013-03-18
21  CDISCPILOT01 01-701-1181   1181 2013-12-05 2013-12-12 2013-12-05 2013-12-09
22  CDISCPILOT01 01-701-1188   1188 2013-02-15 2013-03-25 2013-02-15 2013-03-24
23  CDISCPILOT01 01-701-1192   1192 2012-07-22 2013-01-20 2012-07-22 2013-01-20
24  CDISCPILOT01 01-701-1203   1203 2013-02-02 2013-08-03 2013-02-02 2013-08-03
25  CDISCPILOT01 01-701-1211   1211 2012-11-15 2013-01-14 2012-11-15 2013-01-12
26  CDISCPILOT01 01-701-1234   1234 2013-03-30 2013-09-22 2013-03-30 2013-09-22
27  CDISCPILOT01 01-701-1239   1239 2014-01-11 2014-07-11 2014-01-11 2014-07-10
28  CDISCPILOT01 01-701-1240   1240       <NA>       <NA>       <NA>       <NA>
29  CDISCPILOT01 01-701-1275   1275 2014-02-07 2014-06-14 2014-02-07 2014-05-31
30  CDISCPILOT01 01-701-1287   1287 2014-01-25 2014-07-26 2014-01-25 2014-07-26
31  CDISCPILOT01 01-701-1294   1294 2013-03-24 2013-06-14 2013-03-24 2013-06-14
32  CDISCPILOT01 01-701-1302   1302 2013-08-29 2013-11-05 2013-08-29 2013-11-05
33  CDISCPILOT01 01-701-1307   1307       <NA>       <NA>       <NA>       <NA>
34  CDISCPILOT01 01-701-1317   1317 2014-05-22 2014-11-20 2014-05-22 2014-11-20
35  CDISCPILOT01 01-701-1324   1324 2012-10-02 2013-04-02 2012-10-02 2013-04-02
36  CDISCPILOT01 01-701-1341   1341 2013-01-05 2013-02-07 2013-01-05 2013-01-26
37  CDISCPILOT01 01-701-1345   1345 2013-10-08 2014-03-18 2013-10-08 2014-03-18
38  CDISCPILOT01 01-701-1356   1356       <NA>       <NA>       <NA>       <NA>
39  CDISCPILOT01 01-701-1360   1360 2013-07-31 2013-08-14 2013-07-31 2013-08-05
40  CDISCPILOT01 01-701-1363   1363 2013-05-30 2013-11-27 2013-05-30 2013-11-27
41  CDISCPILOT01 01-701-1369   1369       <NA>       <NA>       <NA>       <NA>
42  CDISCPILOT01 01-701-1383   1383 2013-02-04 2013-08-06 2013-02-04 2013-08-06
43  CDISCPILOT01 01-701-1386   1386       <NA>       <NA>       <NA>       <NA>
44  CDISCPILOT01 01-701-1387   1387 2014-03-12 2014-03-25 2014-03-12 2014-03-25
45  CDISCPILOT01 01-701-1392   1392 2012-10-28 2013-04-28 2012-10-28 2013-04-28
46  CDISCPILOT01 01-701-1411   1411       <NA>       <NA>       <NA>       <NA>
47  CDISCPILOT01 01-701-1415   1415 2013-09-23 2014-03-24 2013-09-23 2014-03-24
48  CDISCPILOT01 01-701-1429   1429 2013-03-19 2013-04-30 2013-03-19 2013-04-30
49  CDISCPILOT01 01-701-1440   1440 2013-08-08 2014-02-05 2013-08-08 2014-02-05
50  CDISCPILOT01 01-701-1442   1442 2013-10-26 2014-04-26 2013-10-26 2014-04-26
51  CDISCPILOT01 01-701-1444   1444 2013-01-05 2013-02-13 2013-01-05 2013-02-12
52  CDISCPILOT01 01-702-1082   1082 2013-07-26 2013-11-17 2013-07-26 2013-10-13
53  CDISCPILOT01 01-703-1042   1042 2013-03-02 2013-08-31 2013-03-02 2013-08-31
54  CDISCPILOT01 01-703-1076   1076 2013-10-25 2013-12-24 2013-10-25 2013-12-24
55  CDISCPILOT01 01-703-1086   1086 2012-09-02 2012-12-24 2012-09-02 2012-12-04
56  CDISCPILOT01 01-703-1096   1096 2013-01-25 2013-03-29 2013-01-25 2013-03-16
57  CDISCPILOT01 01-703-1100   1100 2013-03-13 2013-09-14 2013-03-13 2013-09-14
58  CDISCPILOT01 01-703-1119   1119 2013-02-20 2013-06-13 2013-02-20 2013-06-13
59  CDISCPILOT01 01-703-1175   1175 2013-12-20 2013-12-31 2013-12-20 2013-12-26
60  CDISCPILOT01 01-703-1182   1182 2013-10-17 2013-12-12 2013-10-17 2013-12-11
61  CDISCPILOT01 01-703-1197   1197 2013-06-16 2013-07-22 2013-06-16 2013-06-29
62  CDISCPILOT01 01-703-1210   1210 2013-03-16 2013-09-06 2013-03-16 2013-09-06
63  CDISCPILOT01 01-703-1258   1258 2012-07-20 2013-01-21 2012-07-20 2013-01-11
64  CDISCPILOT01 01-703-1279   1279 2013-05-13 2013-06-22 2013-05-13 2013-06-03
65  CDISCPILOT01 01-703-1295   1295 2013-11-21 2014-05-19 2013-11-21 2014-04-19
66  CDISCPILOT01 01-703-1299   1299 2012-09-12 2013-03-13 2012-09-12 2013-03-13
67  CDISCPILOT01 01-703-1335   1335 2014-03-17 2014-05-24 2014-03-17 2014-05-07
68  CDISCPILOT01 01-703-1379   1379 2013-09-22 2014-03-21 2013-09-22 2014-03-21
69  CDISCPILOT01 01-703-1396   1396       <NA>       <NA>       <NA>       <NA>
70  CDISCPILOT01 01-703-1403   1403 2012-12-12 2012-12-19 2012-12-12 2012-12-13
71  CDISCPILOT01 01-703-1439   1439 2014-03-12 2014-09-11 2014-03-12 2014-09-11
72  CDISCPILOT01 01-704-1008   1008 2013-01-13 2013-02-25 2013-01-13 2013-02-21
73  CDISCPILOT01 01-704-1009   1009 2013-08-27 2013-10-02 2013-08-27 2013-09-25
74  CDISCPILOT01 01-704-1010   1010 2014-02-21 2014-07-09 2014-02-21 2014-07-08
75  CDISCPILOT01 01-704-1017   1017 2013-10-06 2013-11-24 2013-10-06 2013-11-18
76  CDISCPILOT01 01-704-1025   1025 2013-09-27 2013-11-29 2013-09-27 2013-10-24
77  CDISCPILOT01 01-704-1065   1065 2013-10-24 2013-12-24 2013-10-24 2013-12-22
78  CDISCPILOT01 01-704-1074   1074 2014-01-22 2014-03-31 2014-01-22 2014-03-20
79  CDISCPILOT01 01-704-1093   1093 2013-03-15 2013-06-20 2013-03-15 2013-06-17
80  CDISCPILOT01 01-704-1114   1114 2013-01-23 2013-07-08 2013-01-23 2013-07-07
81  CDISCPILOT01 01-704-1120   1120 2013-12-02 2014-02-03 2013-12-02 2014-02-01
82  CDISCPILOT01 01-704-1127   1127 2013-10-02 2014-03-31 2013-10-02 2014-03-31
83  CDISCPILOT01 01-704-1135   1135 2013-10-31 2014-05-16 2013-10-31 2014-05-16
84  CDISCPILOT01 01-704-1164   1164 2012-09-19 2013-04-04 2012-09-19 2013-04-04
85  CDISCPILOT01 01-704-1218   1218 2012-11-19 2013-05-27 2012-11-19 2013-05-27
86  CDISCPILOT01 01-704-1233   1233 2013-03-21 2013-07-14 2013-03-21 2013-04-04
87  CDISCPILOT01 01-704-1241   1241 2013-08-25 2013-10-31 2013-08-25 2013-10-09
88  CDISCPILOT01 01-704-1260   1260 2012-08-30 2013-01-18 2012-08-30 2012-11-04
89  CDISCPILOT01 01-704-1266   1266 2013-10-13 2013-12-06 2013-10-13 2013-12-06
90  CDISCPILOT01 01-704-1323   1323 2013-07-08 2013-08-08 2013-07-08 2013-08-05
91  CDISCPILOT01 01-704-1325   1325 2014-04-23 2014-08-06 2014-04-23 2014-07-04
92  CDISCPILOT01 01-704-1332   1332 2013-12-09 2014-02-16 2013-12-09 2014-02-14
93  CDISCPILOT01 01-704-1351   1351 2013-10-12 2014-04-18 2013-10-12 2014-04-18
94  CDISCPILOT01 01-704-1388   1388 2012-12-07 2013-06-19 2012-12-07 2013-06-11
95  CDISCPILOT01 01-704-1435   1435 2012-11-17 2013-01-12 2012-11-17 2013-01-09
96  CDISCPILOT01 01-704-1445   1445 2014-05-11 2014-11-01 2014-05-11 2014-11-01
97  CDISCPILOT01 01-705-1011   1011       <NA>       <NA>       <NA>       <NA>
98  CDISCPILOT01 01-705-1018   1018 2013-07-05 2013-07-12 2013-07-05       <NA>
99  CDISCPILOT01 01-705-1031   1031 2013-11-27 2014-05-11 2013-11-27 2013-12-18
100 CDISCPILOT01 01-705-1058   1058       <NA>       <NA>       <NA>       <NA>
101 CDISCPILOT01 01-705-1059   1059 2013-08-05 2013-12-05 2013-08-05 2013-12-05
102 CDISCPILOT01 01-705-1112   1112       <NA>       <NA>       <NA>       <NA>
103 CDISCPILOT01 01-705-1186   1186 2014-01-08 2014-02-07 2014-01-08 2014-01-26
104 CDISCPILOT01 01-705-1199   1199 2013-09-16 2013-09-29 2013-09-16 2013-09-28
105 CDISCPILOT01 01-705-1243   1243       <NA>       <NA>       <NA>       <NA>
106 CDISCPILOT01 01-705-1280   1280 2014-01-17 2014-07-25 2014-01-17 2014-07-25
107 CDISCPILOT01 01-705-1281   1281 2013-11-28 2014-03-17 2013-11-28 2014-02-27
108 CDISCPILOT01 01-705-1282   1282 2012-12-26 2013-06-24 2012-12-26 2013-06-24
109 CDISCPILOT01 01-705-1292   1292 2013-10-14 2014-05-14 2013-10-14 2014-05-13
110 CDISCPILOT01 01-705-1303   1303 2013-12-16 2014-06-02 2013-12-16 2013-12-30
111 CDISCPILOT01 01-705-1310   1310 2013-11-02 2014-01-23 2013-11-02 2014-01-23
112 CDISCPILOT01 01-705-1349   1349 2013-03-10 2013-09-08 2013-03-10 2013-09-08
113 CDISCPILOT01 01-705-1377   1377 2014-01-04 2014-03-07 2014-01-04 2014-01-25
114 CDISCPILOT01 01-705-1382   1382 2013-05-13 2013-05-13 2013-05-13       <NA>
115 CDISCPILOT01 01-705-1393   1393 2012-09-07 2013-02-20 2012-09-07 2013-02-01
116 CDISCPILOT01 01-705-1421   1421       <NA>       <NA>       <NA>       <NA>
117 CDISCPILOT01 01-705-1431   1431 2013-06-23 2013-12-19 2013-06-23 2013-12-19
118 CDISCPILOT01 01-706-1041   1041 2013-12-31 2014-07-29 2013-12-31 2014-07-28
119 CDISCPILOT01 01-706-1049   1049 2013-05-14 2013-06-25 2013-05-14 2013-06-18
120 CDISCPILOT01 01-706-1384   1384 2012-09-15 2012-09-29 2012-09-15 2012-09-24
121 CDISCPILOT01 01-707-1037   1037 2013-12-20 2014-01-08 2013-12-20 2013-12-24
122 CDISCPILOT01 01-707-1206   1206 2013-10-28 2014-04-27 2013-10-28 2014-04-26
123 CDISCPILOT01 01-707-1276   1276       <NA>       <NA>       <NA>       <NA>
124 CDISCPILOT01 01-707-1430   1430       <NA>       <NA>       <NA>       <NA>
125 CDISCPILOT01 01-707-1434   1434       <NA>       <NA>       <NA>       <NA>
126 CDISCPILOT01 01-708-1013   1013       <NA>       <NA>       <NA>       <NA>
127 CDISCPILOT01 01-708-1019   1019 2013-12-20 2014-01-23 2013-12-20 2014-01-01
128 CDISCPILOT01 01-708-1032   1032 2013-02-09 2013-03-09 2013-02-09 2013-03-01
129 CDISCPILOT01 01-708-1054   1054       <NA>       <NA>       <NA>       <NA>
130 CDISCPILOT01 01-708-1067   1067       <NA>       <NA>       <NA>       <NA>
131 CDISCPILOT01 01-708-1084   1084 2013-05-09 2013-11-11 2013-05-09 2013-11-11
132 CDISCPILOT01 01-708-1087   1087 2012-10-22 2013-04-28 2012-10-22 2013-04-28
133 CDISCPILOT01 01-708-1104   1104       <NA>       <NA>       <NA>       <NA>
134 CDISCPILOT01 01-708-1158   1158 2014-02-08 2014-03-22 2014-02-08 2014-03-21
135 CDISCPILOT01 01-708-1171   1171 2012-12-06 2013-06-04 2012-12-06 2013-06-04
136 CDISCPILOT01 01-708-1178   1178 2013-12-29 2014-04-06 2013-12-29 2014-04-06
137 CDISCPILOT01 01-708-1184   1184       <NA>       <NA>       <NA>       <NA>
138 CDISCPILOT01 01-708-1213   1213 2013-02-09 2013-02-26 2013-02-09 2013-02-22
139 CDISCPILOT01 01-708-1216   1216 2012-10-24 2012-12-06 2012-10-24 2012-11-29
140 CDISCPILOT01 01-708-1236   1236 2013-09-21 2013-09-26 2013-09-21 2013-09-21
141 CDISCPILOT01 01-708-1242   1242       <NA>       <NA>       <NA>       <NA>
142 CDISCPILOT01 01-708-1253   1253 2013-05-07 2013-11-05 2013-05-07 2013-11-05
143 CDISCPILOT01 01-708-1272   1272 2013-02-06 2013-04-04 2013-02-06 2013-03-22
144 CDISCPILOT01 01-708-1286   1286 2013-09-10 2014-03-08 2013-09-10 2014-03-08
145 CDISCPILOT01 01-708-1296   1296 2013-06-14 2013-12-12 2013-06-14 2013-12-12
146 CDISCPILOT01 01-708-1297   1297 2013-01-25 2013-05-08 2013-01-25 2013-05-03
147 CDISCPILOT01 01-708-1316   1316 2013-08-23 2014-03-01 2013-08-23 2014-03-01
148 CDISCPILOT01 01-708-1336   1336 2012-12-07 2013-06-05 2012-12-07 2013-06-05
149 CDISCPILOT01 01-708-1342   1342 2012-12-29 2013-06-28 2012-12-29 2013-06-28
150 CDISCPILOT01 01-708-1347   1347 2013-04-20 2013-06-18 2013-04-20 2013-06-18
151 CDISCPILOT01 01-708-1348   1348 2013-08-05 2014-02-13 2013-08-05 2014-02-13
152 CDISCPILOT01 01-708-1352   1352       <NA>       <NA>       <NA>       <NA>
153 CDISCPILOT01 01-708-1353   1353 2013-07-04 2013-09-10 2013-07-04 2013-08-28
154 CDISCPILOT01 01-708-1372   1372 2013-04-12 2013-05-10 2013-04-12 2013-04-19
155 CDISCPILOT01 01-708-1378   1378 2013-09-03 2014-01-28 2013-09-03 2014-01-28
156 CDISCPILOT01 01-708-1406   1406 2013-12-26 2014-07-02 2013-12-26 2014-07-02
157 CDISCPILOT01 01-708-1428   1428 2013-11-09 2014-01-31 2013-11-09 2013-12-14
158 CDISCPILOT01 01-709-1001   1001 2013-10-08 2014-04-08 2013-10-08 2014-04-08
159 CDISCPILOT01 01-709-1007   1007 2012-07-31 2012-09-01 2012-07-31 2012-08-28
160 CDISCPILOT01 01-709-1020   1020 2012-12-01 2013-06-01 2012-12-01 2013-06-01
161 CDISCPILOT01 01-709-1029   1029 2012-12-25 2013-06-26 2012-12-25 2013-06-26
162 CDISCPILOT01 01-709-1081   1081 2014-01-18 2014-05-10 2014-01-18 2014-04-27
163 CDISCPILOT01 01-709-1088   1088 2014-04-12 2014-10-09 2014-04-12 2014-10-09
164 CDISCPILOT01 01-709-1099   1099 2013-10-25 2014-04-25 2013-10-25 2014-04-25
165 CDISCPILOT01 01-709-1102   1102 2013-01-15 2013-03-31 2013-01-15 2013-03-27
166 CDISCPILOT01 01-709-1168   1168 2013-08-02 2013-09-27 2013-08-02 2013-09-26
167 CDISCPILOT01 01-709-1217   1217 2013-03-04 2013-06-25 2013-03-04 2013-06-11
168 CDISCPILOT01 01-709-1224   1224       <NA>       <NA>       <NA>       <NA>
169 CDISCPILOT01 01-709-1237   1237       <NA>       <NA>       <NA>       <NA>
170 CDISCPILOT01 01-709-1238   1238 2013-05-15 2013-08-07 2013-05-15 2013-08-06
171 CDISCPILOT01 01-709-1259   1259 2013-01-26 2013-06-13 2013-01-26 2013-06-13
172 CDISCPILOT01 01-709-1285   1285 2013-03-24 2013-05-31 2013-03-24 2013-05-23
173 CDISCPILOT01 01-709-1301   1301 2013-07-19 2014-01-17 2013-07-19 2014-01-17
174 CDISCPILOT01 01-709-1306   1306 2014-02-03 2014-06-25 2014-02-03 2014-06-16
175 CDISCPILOT01 01-709-1309   1309 2013-06-19 2013-12-19 2013-06-19 2013-12-19
176 CDISCPILOT01 01-709-1312   1312 2014-04-20 2014-10-19 2014-04-20 2014-10-19
177 CDISCPILOT01 01-709-1326   1326 2013-04-05 2013-10-02 2013-04-05 2013-10-02
178 CDISCPILOT01 01-709-1329   1329 2013-08-15 2013-08-29 2013-08-15 2013-08-25
179 CDISCPILOT01 01-709-1339   1339 2012-12-23 2013-06-24 2012-12-23 2013-06-24
180 CDISCPILOT01 01-709-1424   1424 2013-03-03 2013-03-08 2013-03-03 2013-03-07
181 CDISCPILOT01 01-710-1002   1002 2014-01-14 2014-01-18 2014-01-14 2014-01-18
182 CDISCPILOT01 01-710-1006   1006 2013-02-10 2013-08-10 2013-02-10 2013-08-09
183 CDISCPILOT01 01-710-1021   1021 2013-09-27 2013-11-12 2013-09-27 2013-10-29
184 CDISCPILOT01 01-710-1027   1027 2014-02-28 2014-08-29 2014-02-28 2014-08-29
185 CDISCPILOT01 01-710-1045   1045 2013-06-03 2013-08-17 2013-06-03 2013-08-13
186 CDISCPILOT01 01-710-1053   1053 2012-12-26 2013-02-15 2012-12-26 2013-02-10
187 CDISCPILOT01 01-710-1060   1060 2013-01-01 2013-07-05 2013-01-01 2013-07-05
188 CDISCPILOT01 01-710-1070   1070 2012-09-08 2013-02-23 2012-09-08 2013-01-22
189 CDISCPILOT01 01-710-1077   1077 2013-11-17 2014-05-18 2013-11-17 2014-05-18
190 CDISCPILOT01 01-710-1078   1078 2013-09-17 2014-03-23 2013-09-17 2014-03-23
191 CDISCPILOT01 01-710-1083   1083 2013-07-22 2013-08-03 2013-07-22 2013-08-01
192 CDISCPILOT01 01-710-1129   1129       <NA>       <NA>       <NA>       <NA>
193 CDISCPILOT01 01-710-1137   1137 2013-10-11 2013-11-13 2013-10-11 2013-11-13
194 CDISCPILOT01 01-710-1142   1142 2012-10-02 2012-10-23 2012-10-02 2012-10-20
195 CDISCPILOT01 01-710-1149   1149       <NA>       <NA>       <NA>       <NA>
196 CDISCPILOT01 01-710-1154   1154 2014-03-29 2014-05-09 2014-03-29 2014-04-27
197 CDISCPILOT01 01-710-1166   1166 2012-11-30 2013-03-30 2012-11-30 2013-03-19
198 CDISCPILOT01 01-710-1183   1183 2013-11-16 2014-05-17 2013-11-16 2014-05-17
199 CDISCPILOT01 01-710-1187   1187 2012-11-10 2013-05-12 2012-11-10 2013-05-12
200 CDISCPILOT01 01-710-1235   1235 2012-09-26 2013-03-27 2012-09-26 2013-03-27
201 CDISCPILOT01 01-710-1249   1249 2013-12-28 2014-06-28 2013-12-28 2014-06-28
202 CDISCPILOT01 01-710-1257   1257       <NA>       <NA>       <NA>       <NA>
203 CDISCPILOT01 01-710-1264   1264 2013-06-13 2013-10-12 2013-06-13 2013-10-11
204 CDISCPILOT01 01-710-1270   1270 2014-02-12 2014-03-01 2014-02-12 2014-03-01
205 CDISCPILOT01 01-710-1271   1271 2012-09-27 2012-12-02 2012-09-27 2012-11-21
206 CDISCPILOT01 01-710-1278   1278 2012-12-24 2013-03-03 2012-12-24 2013-02-26
207 CDISCPILOT01 01-710-1300   1300 2012-12-15 2013-02-19 2012-12-15 2013-02-15
208 CDISCPILOT01 01-710-1314   1314 2013-04-24 2013-05-25 2013-04-24 2013-05-23
209 CDISCPILOT01 01-710-1315   1315 2013-02-27 2013-07-16 2013-02-27 2013-07-06
210 CDISCPILOT01 01-710-1337   1337       <NA>       <NA>       <NA>       <NA>
211 CDISCPILOT01 01-710-1354   1354 2012-11-11 2013-05-01 2012-11-11 2013-05-01
212 CDISCPILOT01 01-710-1358   1358 2012-09-17 2013-03-12 2012-09-17 2013-02-09
213 CDISCPILOT01 01-710-1368   1368 2013-10-23 2014-04-24 2013-10-23 2014-04-24
214 CDISCPILOT01 01-710-1376   1376       <NA>       <NA>       <NA>       <NA>
215 CDISCPILOT01 01-710-1380   1380       <NA>       <NA>       <NA>       <NA>
216 CDISCPILOT01 01-710-1385   1385 2012-10-29 2013-02-18 2012-10-29 2013-02-18
217 CDISCPILOT01 01-710-1408   1408 2013-01-05 2013-07-12 2013-01-05 2013-07-12
218 CDISCPILOT01 01-710-1443   1443       <NA>       <NA>       <NA>       <NA>
219 CDISCPILOT01 01-711-1012   1012 2013-04-03 2013-05-02 2013-04-03 2013-04-29
220 CDISCPILOT01 01-711-1022   1022       <NA>       <NA>       <NA>       <NA>
221 CDISCPILOT01 01-711-1036   1036 2012-07-29 2013-02-10 2012-07-29 2013-02-10
222 CDISCPILOT01 01-711-1143   1143 2013-04-03 2013-06-01 2013-04-03 2013-05-30
223 CDISCPILOT01 01-711-1163   1163       <NA>       <NA>       <NA>       <NA>
224 CDISCPILOT01 01-711-1173   1173       <NA>       <NA>       <NA>       <NA>
225 CDISCPILOT01 01-711-1226   1226       <NA>       <NA>       <NA>       <NA>
226 CDISCPILOT01 01-711-1251   1251       <NA>       <NA>       <NA>       <NA>
227 CDISCPILOT01 01-711-1283   1283       <NA>       <NA>       <NA>       <NA>
228 CDISCPILOT01 01-711-1284   1284       <NA>       <NA>       <NA>       <NA>
229 CDISCPILOT01 01-711-1290   1290       <NA>       <NA>       <NA>       <NA>
230 CDISCPILOT01 01-711-1433   1433 2013-01-27 2013-02-06 2013-01-27 2013-02-05
231 CDISCPILOT01 01-713-1043   1043 2013-09-15 2014-03-24 2013-09-15 2014-03-24
232 CDISCPILOT01 01-713-1073   1073 2014-03-30 2014-10-05 2014-03-30 2014-10-05
233 CDISCPILOT01 01-713-1106   1106 2012-10-31 2013-05-06 2012-10-31 2013-05-06
234 CDISCPILOT01 01-713-1141   1141 2013-05-31 2013-08-06 2013-05-31 2013-07-01
235 CDISCPILOT01 01-713-1179   1179 2013-08-09 2014-02-05 2013-08-09 2014-02-05
236 CDISCPILOT01 01-713-1209   1209 2013-05-27 2013-11-22 2013-05-27 2013-11-22
237 CDISCPILOT01 01-713-1256   1256 2012-09-19 2013-03-25 2012-09-19 2013-03-25
238 CDISCPILOT01 01-713-1269   1269 2014-01-27 2014-07-28 2014-01-27 2014-07-28
239 CDISCPILOT01 01-713-1448   1448 2014-01-19 2014-05-17 2014-01-19 2014-05-16
240 CDISCPILOT01 01-714-1035   1035 2014-04-17 2014-10-16 2014-04-17 2014-10-16
241 CDISCPILOT01 01-714-1068   1068 2013-08-08 2013-10-16 2013-08-08 2013-10-08
242 CDISCPILOT01 01-714-1195   1195 2013-04-26 2013-10-23 2013-04-26 2013-10-23
243 CDISCPILOT01 01-714-1288   1288 2013-12-04 2014-06-17 2013-12-04 2014-06-17
244 CDISCPILOT01 01-714-1375   1375 2013-02-26 2013-09-07 2013-02-26 2013-09-07
245 CDISCPILOT01 01-714-1425   1425 2013-08-15 2013-08-22 2013-08-15 2013-08-19
246 CDISCPILOT01 01-715-1085   1085 2013-02-16 2013-08-18 2013-02-16 2013-08-18
247 CDISCPILOT01 01-715-1107   1107 2013-02-26 2013-05-13 2013-02-26 2013-05-07
248 CDISCPILOT01 01-715-1134   1134       <NA>       <NA>       <NA>       <NA>
249 CDISCPILOT01 01-715-1155   1155 2013-12-13 2014-04-26 2013-12-13 2014-01-25
250 CDISCPILOT01 01-715-1207   1207 2012-11-18 2013-06-01 2012-11-18 2013-05-27
251 CDISCPILOT01 01-715-1225   1225       <NA>       <NA>       <NA>       <NA>
252 CDISCPILOT01 01-715-1319   1319 2013-02-17 2013-03-18 2013-02-17 2013-03-05
253 CDISCPILOT01 01-715-1321   1321 2014-02-11 2014-04-22 2014-02-11 2014-04-21
254 CDISCPILOT01 01-715-1333   1333       <NA>       <NA>       <NA>       <NA>
255 CDISCPILOT01 01-715-1397   1397 2013-04-03 2013-10-03 2013-04-03 2013-10-02
256 CDISCPILOT01 01-715-1405   1405 2013-07-06 2013-07-13 2013-07-06 2013-07-07
257 CDISCPILOT01 01-715-1407   1407       <NA>       <NA>       <NA>       <NA>
258 CDISCPILOT01 01-716-1003   1003       <NA>       <NA>       <NA>       <NA>
259 CDISCPILOT01 01-716-1024   1024 2012-07-09 2013-01-20 2012-07-09 2013-01-20
260 CDISCPILOT01 01-716-1026   1026 2014-04-02 2014-10-16 2014-04-02 2014-10-16
261 CDISCPILOT01 01-716-1030   1030 2013-12-28 2014-01-10 2013-12-28 2014-01-02
262 CDISCPILOT01 01-716-1044   1044 2013-04-27 2013-11-03 2013-04-27 2013-11-03
263 CDISCPILOT01 01-716-1061   1061       <NA>       <NA>       <NA>       <NA>
264 CDISCPILOT01 01-716-1063   1063 2013-05-09 2013-08-28 2013-05-09 2013-08-25
265 CDISCPILOT01 01-716-1071   1071 2013-06-08 2013-08-01 2013-06-08 2013-08-01
266 CDISCPILOT01 01-716-1094   1094 2012-12-19 2013-01-26 2012-12-19 2013-01-24
267 CDISCPILOT01 01-716-1103   1103 2014-03-20 2014-09-20 2014-03-20 2014-09-20
268 CDISCPILOT01 01-716-1108   1108 2013-02-12 2013-08-10 2013-02-12 2013-08-10
269 CDISCPILOT01 01-716-1151   1151 2013-02-01 2013-06-07 2013-02-01 2013-05-11
270 CDISCPILOT01 01-716-1157   1157 2013-10-02 2014-04-05 2013-10-02 2014-04-04
271 CDISCPILOT01 01-716-1160   1160 2013-04-05 2013-10-11 2013-04-05 2013-10-11
272 CDISCPILOT01 01-716-1167   1167 2012-10-08 2013-04-13 2012-10-08 2013-04-12
273 CDISCPILOT01 01-716-1177   1177 2014-09-02 2015-03-05 2014-09-02 2015-03-05
274 CDISCPILOT01 01-716-1189   1189 2012-10-09 2013-03-03 2012-10-09 2013-02-27
275 CDISCPILOT01 01-716-1229   1229 2013-02-20 2013-04-02 2013-02-20 2013-03-31
276 CDISCPILOT01 01-716-1244   1244       <NA>       <NA>       <NA>       <NA>
277 CDISCPILOT01 01-716-1298   1298 2013-04-08 2013-07-06 2013-04-08 2013-06-28
278 CDISCPILOT01 01-716-1305   1305       <NA>       <NA>       <NA>       <NA>
279 CDISCPILOT01 01-716-1308   1308 2013-08-28 2013-10-07 2013-08-28 2013-10-07
280 CDISCPILOT01 01-716-1311   1311 2014-05-14 2014-09-30 2014-05-14 2014-09-21
281 CDISCPILOT01 01-716-1331   1331       <NA>       <NA>       <NA>       <NA>
282 CDISCPILOT01 01-716-1364   1364 2013-07-04 2014-01-09 2013-07-04 2014-01-09
283 CDISCPILOT01 01-716-1373   1373 2012-12-14 2013-02-28 2012-12-14 2013-02-27
284 CDISCPILOT01 01-716-1418   1418 2013-05-05 2013-11-20 2013-05-05 2013-11-20
285 CDISCPILOT01 01-716-1441   1441 2014-01-22 2014-07-22 2014-01-22 2014-07-22
286 CDISCPILOT01 01-716-1447   1447 2013-12-16 2014-06-17 2013-12-16 2014-06-17
287 CDISCPILOT01 01-717-1004   1004 2014-01-14 2014-07-16 2014-01-14 2014-07-16
288 CDISCPILOT01 01-717-1109   1109 2014-01-27 2014-07-28 2014-01-27 2014-07-28
289 CDISCPILOT01 01-717-1174   1174 2013-01-22 2013-07-24 2013-01-22 2013-07-24
290 CDISCPILOT01 01-717-1201   1201 2013-12-19 2014-02-21 2013-12-19 2014-02-21
291 CDISCPILOT01 01-717-1344   1344 2014-01-11 2014-03-14 2014-01-11 2014-03-14
292 CDISCPILOT01 01-717-1357   1357 2013-05-01 2013-10-20 2013-05-01 2013-10-14
293 CDISCPILOT01 01-717-1446   1446 2013-09-01 2014-03-04 2013-09-01 2014-03-03
294 CDISCPILOT01 01-718-1066   1066 2013-07-07 2013-07-30 2013-07-07 2013-07-16
295 CDISCPILOT01 01-718-1079   1079 2012-09-19 2012-11-06 2012-09-19 2012-10-31
296 CDISCPILOT01 01-718-1101   1101 2013-02-17 2013-08-02 2013-02-17 2013-07-31
297 CDISCPILOT01 01-718-1139   1139 2013-05-19 2013-11-17 2013-05-19 2013-11-17
298 CDISCPILOT01 01-718-1150   1150 2013-01-19 2013-07-31 2013-01-19 2013-07-29
299 CDISCPILOT01 01-718-1170   1170 2013-09-16 2013-11-03 2013-09-16 2013-10-12
300 CDISCPILOT01 01-718-1172   1172 2013-09-21 2013-11-29 2013-09-21 2013-11-29
301 CDISCPILOT01 01-718-1250   1250 2013-09-21 2014-02-08 2013-09-21 2014-01-31
302 CDISCPILOT01 01-718-1254   1254 2013-07-10 2014-01-09 2013-07-10 2014-01-09
303 CDISCPILOT01 01-718-1328   1328 2013-02-01 2013-05-01 2013-02-01 2013-04-18
304 CDISCPILOT01 01-718-1355   1355 2013-02-28 2013-08-29 2013-02-28 2013-08-29
305 CDISCPILOT01 01-718-1371   1371 2013-04-26 2013-08-08 2013-04-26 2013-08-01
306 CDISCPILOT01 01-718-1427   1427 2012-12-17 2013-02-18 2012-12-17 2013-02-11
    RFICDTC         RFPENDTC     DTHDTC DTHFL SITEID AGE  AGEU SEX
1      <NA> 2014-07-02T11:45       <NA>  <NA>    701  63 YEARS   F
2      <NA>       2013-02-18       <NA>  <NA>    701  64 YEARS   M
3      <NA> 2014-01-14T11:10       <NA>  <NA>    701  71 YEARS   M
4      <NA>       2014-09-15       <NA>  <NA>    701  74 YEARS   M
5      <NA> 2014-12-30T09:50       <NA>  <NA>    701  77 YEARS   F
6      <NA>       2013-07-28       <NA>  <NA>    701  85 YEARS   F
7      <NA>       2013-12-27       <NA>  <NA>    701  59 YEARS   F
8      <NA> 2014-07-09T09:39       <NA>  <NA>    701  68 YEARS   M
9      <NA>       2013-02-22       <NA>  <NA>    701  81 YEARS   F
10     <NA>       2013-05-20       <NA>  <NA>    701  84 YEARS   M
11     <NA> 2014-09-09T13:28       <NA>  <NA>    701  52 YEARS   M
12     <NA> 2014-08-16T13:10       <NA>  <NA>    701  84 YEARS   M
13     <NA> 2013-04-29T10:13       <NA>  <NA>    701  81 YEARS   F
14     <NA>       2013-09-19       <NA>  <NA>    701  57 YEARS   F
15     <NA>       2013-07-15       <NA>  <NA>    701  75 YEARS   F
16     <NA> 2014-02-20T15:07       <NA>  <NA>    701  57 YEARS   M
17     <NA> 2014-04-01T14:25       <NA>  <NA>    701  79 YEARS   F
18     <NA>       2013-04-18       <NA>  <NA>    701  82 YEARS   F
19     <NA>       2012-09-30       <NA>  <NA>    701  62 YEARS   F
20     <NA>       2013-04-07       <NA>  <NA>    701  56 YEARS   M
21     <NA>       2014-05-23       <NA>  <NA>    701  79 YEARS   F
22     <NA>       2013-08-04       <NA>  <NA>    701  71 YEARS   M
23     <NA> 2013-01-20T15:47       <NA>  <NA>    701  80 YEARS   F
24     <NA> 2013-08-03T10:10       <NA>  <NA>    701  81 YEARS   F
25     <NA>       2013-01-14 2013-01-14     Y    701  76 YEARS   F
26     <NA> 2013-09-22T09:25       <NA>  <NA>    701  69 YEARS   M
27     <NA> 2014-07-11T15:40       <NA>  <NA>    701  56 YEARS   M
28     <NA>       2013-09-24       <NA>  <NA>    701  57 YEARS   F
29     <NA> 2014-06-14T12:35       <NA>  <NA>    701  61 YEARS   M
30     <NA> 2014-07-26T13:15       <NA>  <NA>    701  56 YEARS   F
31     <NA>       2013-10-08       <NA>  <NA>    701  67 YEARS   M
32     <NA>       2014-02-13       <NA>  <NA>    701  61 YEARS   M
33     <NA>       2014-01-02       <NA>  <NA>    701  80 YEARS   F
34     <NA> 2014-11-20T11:54       <NA>  <NA>    701  68 YEARS   M
35     <NA> 2013-04-02T11:35       <NA>  <NA>    701  79 YEARS   M
36     <NA>       2013-02-21       <NA>  <NA>    701  51 YEARS   M
37     <NA> 2014-03-18T14:12       <NA>  <NA>    701  63 YEARS   F
38     <NA>       2014-05-28       <NA>  <NA>    701  54 YEARS   F
39     <NA>       2014-02-11       <NA>  <NA>    701  67 YEARS   M
40     <NA> 2013-11-27T10:00       <NA>  <NA>    701  81 YEARS   F
41     <NA>       2013-09-30       <NA>  <NA>    701  74 YEARS   M
42     <NA> 2013-08-06T12:00       <NA>  <NA>    701  72 YEARS   F
43     <NA>       2014-01-07       <NA>  <NA>    701  71 YEARS   M
44     <NA>       2014-08-27       <NA>  <NA>    701  87 YEARS   F
45     <NA> 2013-04-28T11:30       <NA>  <NA>    701  78 YEARS   M
46     <NA>       2012-11-24       <NA>  <NA>    701  76 YEARS   M
47     <NA> 2014-03-24T12:34       <NA>  <NA>    701  85 YEARS   M
48     <NA> 2013-04-30T12:22       <NA>  <NA>    701  84 YEARS   F
49     <NA> 2014-02-05T11:25       <NA>  <NA>    701  70 YEARS   M
50     <NA> 2014-04-26T10:00       <NA>  <NA>    701  57 YEARS   F
51     <NA>       2013-06-20       <NA>  <NA>    701  63 YEARS   M
52     <NA> 2013-11-17T12:20       <NA>  <NA>    702  84 YEARS   F
53     <NA> 2013-08-31T11:00       <NA>  <NA>    703  64 YEARS   M
54     <NA>       2014-01-21       <NA>  <NA>    703  69 YEARS   M
55     <NA>       2013-03-26       <NA>  <NA>    703  71 YEARS   M
56     <NA>       2013-03-29       <NA>  <NA>    703  81 YEARS   F
57     <NA> 2013-09-14T15:00       <NA>  <NA>    703  84 YEARS   F
58     <NA>       2013-08-24       <NA>  <NA>    703  81 YEARS   F
59     <NA> 2013-12-31T13:15       <NA>  <NA>    703  75 YEARS   M
60     <NA>       2014-01-14       <NA>  <NA>    703  84 YEARS   M
61     <NA>       2013-07-22       <NA>  <NA>    703  76 YEARS   F
62     <NA> 2013-09-06T13:30       <NA>  <NA>    703  72 YEARS   F
63     <NA>       2013-01-28       <NA>  <NA>    703  78 YEARS   F
64     <NA>       2013-06-22       <NA>  <NA>    703  72 YEARS   F
65     <NA> 2014-05-19T14:45       <NA>  <NA>    703  88 YEARS   F
66     <NA>       2013-03-27       <NA>  <NA>    703  81 YEARS   F
67     <NA> 2014-05-24T12:15       <NA>  <NA>    703  67 YEARS   F
68     <NA> 2014-03-21T10:55       <NA>  <NA>    703  81 YEARS   F
69     <NA>       2014-02-27       <NA>  <NA>    703  84 YEARS   M
70     <NA>       2013-01-08       <NA>  <NA>    703  67 YEARS   M
71     <NA> 2014-09-11T12:40       <NA>  <NA>    703  76 YEARS   F
72     <NA> 2013-02-25T11:00       <NA>  <NA>    704  76 YEARS   F
73     <NA>       2013-10-02       <NA>  <NA>    704  83 YEARS   M
74     <NA> 2014-07-09T11:00       <NA>  <NA>    704  80 YEARS   M
75     <NA>       2013-12-06       <NA>  <NA>    704  77 YEARS   M
76     <NA> 2013-11-29T12:00       <NA>  <NA>    704  81 YEARS   F
77     <NA>       2014-02-17       <NA>  <NA>    704  75 YEARS   M
78     <NA> 2014-03-31T10:30       <NA>  <NA>    704  80 YEARS   F
79     <NA>       2013-12-25       <NA>  <NA>    704  79 YEARS   M
80     <NA> 2013-07-08T09:56       <NA>  <NA>    704  77 YEARS   M
81     <NA>       2014-03-10       <NA>  <NA>    704  71 YEARS   F
82     <NA> 2014-03-31T11:30       <NA>  <NA>    704  84 YEARS   F
83     <NA> 2014-05-16T09:45       <NA>  <NA>    704  74 YEARS   F
84     <NA>       2013-04-04       <NA>  <NA>    704  67 YEARS   F
85     <NA> 2013-05-27T11:20       <NA>  <NA>    704  81 YEARS   F
86     <NA>       2013-07-14       <NA>  <NA>    704  87 YEARS   F
87     <NA>       2014-01-22       <NA>  <NA>    704  86 YEARS   M
88     <NA>       2013-01-18       <NA>  <NA>    704  71 YEARS   F
89     <NA>       2014-01-03       <NA>  <NA>    704  82 YEARS   M
90     <NA>       2013-10-01       <NA>  <NA>    704  68 YEARS   F
91     <NA> 2014-08-06T13:30       <NA>  <NA>    704  81 YEARS   M
92     <NA>       2014-02-24       <NA>  <NA>    704  80 YEARS   M
93     <NA> 2014-04-18T10:30       <NA>  <NA>    704  70 YEARS   M
94     <NA> 2013-06-19T12:30       <NA>  <NA>    704  81 YEARS   M
95     <NA> 2013-01-12T12:00       <NA>  <NA>    704  74 YEARS   M
96     <NA>       2014-11-01 2014-11-01     Y    704  75 YEARS   M
97     <NA>       2013-09-13       <NA>  <NA>    705  75 YEARS   F
98     <NA>       2013-07-12       <NA>  <NA>    705  69 YEARS   F
99     <NA> 2014-05-11T09:55       <NA>  <NA>    705  56 YEARS   F
100    <NA>       2013-12-06       <NA>  <NA>    705  89 YEARS   M
101    <NA>       2014-02-06       <NA>  <NA>    705  66 YEARS   F
102    <NA>       2014-02-24       <NA>  <NA>    705  78 YEARS   M
103    <NA> 2014-02-07T15:20       <NA>  <NA>    705  84 YEARS   F
104    <NA> 2013-09-29T10:30       <NA>  <NA>    705  87 YEARS   M
105    <NA>       2013-03-04       <NA>  <NA>    705  70 YEARS   F
106    <NA>       2014-07-25       <NA>  <NA>    705  56 YEARS   F
107    <NA>       2014-04-20       <NA>  <NA>    705  73 YEARS   F
108    <NA> 2013-06-24T15:25       <NA>  <NA>    705  70 YEARS   F
109    <NA> 2014-05-14T13:33       <NA>  <NA>    705  60 YEARS   F
110    <NA>       2014-06-02       <NA>  <NA>    705  72 YEARS   M
111    <NA>       2014-02-24       <NA>  <NA>    705  74 YEARS   F
112    <NA> 2013-09-08T10:10       <NA>  <NA>    705  86 YEARS   F
113    <NA>       2014-03-07       <NA>  <NA>    705  63 YEARS   F
114    <NA>       2013-05-13       <NA>  <NA>    705  82 YEARS   M
115    <NA>       2013-04-25       <NA>  <NA>    705  84 YEARS   F
116    <NA>       2013-01-16       <NA>  <NA>    705  87 YEARS   M
117    <NA> 2013-12-19T10:05       <NA>  <NA>    705  68 YEARS   F
118    <NA> 2014-07-29T13:45       <NA>  <NA>    706  64 YEARS   F
119    <NA>       2013-11-26       <NA>  <NA>    706  60 YEARS   F
120    <NA>       2013-06-22       <NA>  <NA>    706  74 YEARS   F
121    <NA> 2014-01-08T12:40       <NA>  <NA>    707  72 YEARS   F
122    <NA> 2014-04-27T08:00       <NA>  <NA>    707  65 YEARS   M
123    <NA>       2012-10-29       <NA>  <NA>    707  72 YEARS   F
124    <NA>       2014-02-15       <NA>  <NA>    707  81 YEARS   F
125    <NA>       2013-07-29       <NA>  <NA>    707  76 YEARS   F
126    <NA>       2012-11-09       <NA>  <NA>    708  80 YEARS   M
127    <NA> 2014-01-23T10:10       <NA>  <NA>    708  68 YEARS   M
128    <NA> 2013-03-09T10:45       <NA>  <NA>    708  62 YEARS   M
129    <NA>       2014-03-05       <NA>  <NA>    708  73 YEARS   F
130    <NA>       2013-03-07       <NA>  <NA>    708  88 YEARS   M
131    <NA> 2013-11-11T10:00       <NA>  <NA>    708  73 YEARS   F
132    <NA> 2013-04-28T12:40       <NA>  <NA>    708  74 YEARS   F
133    <NA>       2014-01-23       <NA>  <NA>    708  78 YEARS   F
134    <NA> 2014-03-22T11:15       <NA>  <NA>    708  81 YEARS   F
135    <NA>       2013-06-04       <NA>  <NA>    708  77 YEARS   F
136    <NA> 2014-04-06T08:50       <NA>  <NA>    708  77 YEARS   F
137    <NA>       2013-02-03       <NA>  <NA>    708  70 YEARS   F
138    <NA>       2013-02-26       <NA>  <NA>    708  76 YEARS   F
139    <NA>       2013-01-09       <NA>  <NA>    708  78 YEARS   M
140    <NA>       2013-09-26       <NA>  <NA>    708  86 YEARS   F
141    <NA>       2012-08-13       <NA>  <NA>    708  80 YEARS   M
142    <NA>       2013-11-05       <NA>  <NA>    708  61 YEARS   M
143    <NA> 2013-04-04T11:05       <NA>  <NA>    708  82 YEARS   M
144    <NA> 2014-03-08T09:50       <NA>  <NA>    708  80 YEARS   F
145    <NA> 2013-12-12T09:30       <NA>  <NA>    708  57 YEARS   M
146    <NA>       2013-06-07       <NA>  <NA>    708  61 YEARS   M
147    <NA> 2014-03-01T10:25       <NA>  <NA>    708  74 YEARS   F
148    <NA>       2013-07-05       <NA>  <NA>    708  73 YEARS   M
149    <NA> 2013-06-28T09:40       <NA>  <NA>    708  59 YEARS   F
150    <NA>       2013-08-02       <NA>  <NA>    708  61 YEARS   F
151    <NA> 2014-02-13T10:25       <NA>  <NA>    708  79 YEARS   F
152    <NA>       2013-09-29       <NA>  <NA>    708  87 YEARS   F
153    <NA> 2013-09-10T13:15       <NA>  <NA>    708  87 YEARS   F
154    <NA>       2013-05-10       <NA>  <NA>    708  84 YEARS   M
155    <NA> 2014-01-28T13:00       <NA>  <NA>    708  67 YEARS   M
156    <NA> 2014-07-02T13:45       <NA>  <NA>    708  71 YEARS   F
157    <NA> 2014-01-31T11:10       <NA>  <NA>    708  84 YEARS   F
158    <NA>       2014-04-08       <NA>  <NA>    709  76 YEARS   F
159    <NA>       2012-09-07       <NA>  <NA>    709  54 YEARS   F
160    <NA> 2013-06-01T10:40       <NA>  <NA>    709  72 YEARS   F
161    <NA> 2013-06-26T10:58       <NA>  <NA>    709  82 YEARS   M
162    <NA> 2014-05-10T11:15       <NA>  <NA>    709  86 YEARS   F
163    <NA> 2014-10-09T13:25       <NA>  <NA>    709  69 YEARS   M
164    <NA> 2014-04-25T09:10       <NA>  <NA>    709  79 YEARS   F
165    <NA>       2013-05-12       <NA>  <NA>    709  71 YEARS   F
166    <NA>       2013-11-01       <NA>  <NA>    709  72 YEARS   F
167    <NA> 2013-06-25T10:35       <NA>  <NA>    709  77 YEARS   M
168    <NA>       2013-11-24       <NA>  <NA>    709  84 YEARS   M
169    <NA>       2014-03-04       <NA>  <NA>    709  88 YEARS   F
170    <NA>       2013-08-13       <NA>  <NA>    709  69 YEARS   M
171    <NA> 2013-06-13T12:23       <NA>  <NA>    709  82 YEARS   M
172    <NA> 2013-05-31T13:15       <NA>  <NA>    709  87 YEARS   M
173    <NA> 2014-01-17T10:07       <NA>  <NA>    709  62 YEARS   F
174    <NA> 2014-06-25T10:45       <NA>  <NA>    709  60 YEARS   F
175    <NA> 2013-12-19T10:35       <NA>  <NA>    709  65 YEARS   M
176    <NA> 2014-10-19T10:00       <NA>  <NA>    709  68 YEARS   F
177    <NA> 2013-10-02T09:40       <NA>  <NA>    709  75 YEARS   F
178    <NA> 2013-08-29T10:35       <NA>  <NA>    709  70 YEARS   M
179    <NA> 2013-06-24T10:10       <NA>  <NA>    709  81 YEARS   M
180    <NA>       2013-03-17       <NA>  <NA>    709  77 YEARS   M
181    <NA>       2014-01-20       <NA>  <NA>    710  88 YEARS   M
182    <NA> 2013-08-10T10:10       <NA>  <NA>    710  77 YEARS   M
183    <NA>       2013-11-22       <NA>  <NA>    710  79 YEARS   M
184    <NA> 2014-08-29T11:05       <NA>  <NA>    710  83 YEARS   M
185    <NA>       2013-09-08       <NA>  <NA>    710  83 YEARS   F
186    <NA> 2013-02-26T13:25       <NA>  <NA>    710  84 YEARS   F
187    <NA> 2013-07-05T14:40       <NA>  <NA>    710  82 YEARS   M
188    <NA>       2013-07-04       <NA>  <NA>    710  85 YEARS   F
189    <NA> 2014-05-18T09:50       <NA>  <NA>    710  76 YEARS   F
190    <NA> 2014-03-23T16:00       <NA>  <NA>    710  81 YEARS   F
191    <NA>       2013-08-03 2013-08-02     Y    710  89 YEARS   F
192    <NA>       2013-03-17       <NA>  <NA>    710  69 YEARS   F
193    <NA>       2013-11-25       <NA>  <NA>    710  79 YEARS   F
194    <NA>       2012-10-28       <NA>  <NA>    710  76 YEARS   F
195    <NA>       2013-12-01       <NA>  <NA>    710  79 YEARS   F
196    <NA>       2014-06-13       <NA>  <NA>    710  84 YEARS   M
197    <NA>       2013-05-22       <NA>  <NA>    710  81 YEARS   F
198    <NA> 2014-05-17T11:55       <NA>  <NA>    710  80 YEARS   F
199    <NA> 2013-05-12T11:05       <NA>  <NA>    710  78 YEARS   F
200    <NA> 2013-03-27T09:35       <NA>  <NA>    710  56 YEARS   F
201    <NA> 2014-06-28T11:05       <NA>  <NA>    710  79 YEARS   M
202    <NA>       2013-12-11       <NA>  <NA>    710  85 YEARS   F
203    <NA>       2013-11-05       <NA>  <NA>    710  78 YEARS   M
204    <NA>       2014-03-26       <NA>  <NA>    710  83 YEARS   F
205    <NA>       2012-12-09       <NA>  <NA>    710  86 YEARS   F
206    <NA>       2013-03-10       <NA>  <NA>    710  81 YEARS   M
207    <NA>       2013-03-19       <NA>  <NA>    710  78 YEARS   F
208    <NA>       2013-05-25       <NA>  <NA>    710  78 YEARS   F
209    <NA>       2013-09-02       <NA>  <NA>    710  83 YEARS   F
210    <NA>       2014-01-26       <NA>  <NA>    710  73 YEARS   M
211    <NA> 2013-05-01T14:05       <NA>  <NA>    710  73 YEARS   M
212    <NA>       2013-03-12       <NA>  <NA>    710  82 YEARS   M
213    <NA> 2014-04-24T10:10       <NA>  <NA>    710  88 YEARS   F
214    <NA>       2014-05-02       <NA>  <NA>    710  89 YEARS   F
215    <NA>       2013-06-12       <NA>  <NA>    710  80 YEARS   F
216    <NA>       2013-02-24       <NA>  <NA>    710  77 YEARS   M
217    <NA> 2013-07-12T14:35       <NA>  <NA>    710  80 YEARS   M
218    <NA>       2013-12-14       <NA>  <NA>    710  88 YEARS   F
219    <NA>       2013-09-18       <NA>  <NA>    711  67 YEARS   F
220    <NA>       2014-03-17       <NA>  <NA>    711  86 YEARS   F
221    <NA> 2013-02-10T10:25       <NA>  <NA>    711  70 YEARS   M
222    <NA>       2013-09-22       <NA>  <NA>    711  76 YEARS   F
223    <NA>       2012-11-08       <NA>  <NA>    711  74 YEARS   F
224    <NA>       2012-10-04       <NA>  <NA>    711  62 YEARS   M
225    <NA>       2013-10-24       <NA>  <NA>    711  74 YEARS   F
226    <NA>       2014-02-28       <NA>  <NA>    711  82 YEARS   M
227    <NA>       2014-03-27       <NA>  <NA>    711  75 YEARS   F
228    <NA>       2013-08-05       <NA>  <NA>    711  77 YEARS   F
229    <NA>       2013-12-20       <NA>  <NA>    711  61 YEARS   F
230    <NA> 2013-02-06T10:52       <NA>  <NA>    711  84 YEARS   F
231    <NA> 2014-03-24T14:30       <NA>  <NA>    713  78 YEARS   F
232    <NA> 2014-10-05T10:30       <NA>  <NA>    713  74 YEARS   F
233    <NA> 2013-05-06T11:25       <NA>  <NA>    713  74 YEARS   M
234    <NA> 2013-08-06T12:00       <NA>  <NA>    713  79 YEARS   M
235    <NA> 2014-02-05T15:15       <NA>  <NA>    713  64 YEARS   F
236    <NA> 2013-11-22T10:05       <NA>  <NA>    713  77 YEARS   F
237    <NA> 2013-03-25T10:30       <NA>  <NA>    713  71 YEARS   M
238    <NA> 2014-07-28T14:00       <NA>  <NA>    713  73 YEARS   M
239    <NA>       2014-07-27       <NA>  <NA>    713  71 YEARS   F
240    <NA> 2014-10-16T12:00       <NA>  <NA>    714  88 YEARS   F
241    <NA>       2013-10-23       <NA>  <NA>    714  79 YEARS   F
242    <NA> 2013-10-23T10:55       <NA>  <NA>    714  75 YEARS   M
243    <NA> 2014-06-17T13:00       <NA>  <NA>    714  77 YEARS   M
244    <NA> 2013-09-07T13:58       <NA>  <NA>    714  78 YEARS   F
245    <NA> 2013-08-22T14:55       <NA>  <NA>    714  81 YEARS   M
246    <NA> 2013-08-18T10:22       <NA>  <NA>    715  77 YEARS   F
247    <NA> 2013-08-14T09:52       <NA>  <NA>    715  65 YEARS   M
248    <NA>       2014-05-21       <NA>  <NA>    715  50 YEARS   F
249    <NA>       2014-04-26       <NA>  <NA>    715  59 YEARS   F
250    <NA> 2013-06-01T09:30       <NA>  <NA>    715  78 YEARS   F
251    <NA>       2013-05-07       <NA>  <NA>    715  77 YEARS   F
252    <NA> 2013-03-18T10:28       <NA>  <NA>    715  65 YEARS   M
253    <NA> 2014-04-22T11:12       <NA>  <NA>    715  75 YEARS   F
254    <NA>       2013-11-03       <NA>  <NA>    715  75 YEARS   F
255    <NA> 2013-10-03T10:50       <NA>  <NA>    715  76 YEARS   F
256    <NA>       2014-01-11       <NA>  <NA>    715  69 YEARS   M
257    <NA>       2013-02-07       <NA>  <NA>    715  73 YEARS   F
258    <NA>       2014-03-29       <NA>  <NA>    716  79 YEARS   M
259    <NA> 2013-01-20T11:10       <NA>  <NA>    716  87 YEARS   F
260    <NA> 2014-10-16T13:35       <NA>  <NA>    716  73 YEARS   F
261    <NA> 2014-01-10T12:30       <NA>  <NA>    716  83 YEARS   F
262    <NA> 2013-11-03T13:10       <NA>  <NA>    716  74 YEARS   M
263    <NA>       2014-02-14       <NA>  <NA>    716  81 YEARS   M
264    <NA>       2013-11-17       <NA>  <NA>    716  80 YEARS   M
265    <NA>       2013-12-16       <NA>  <NA>    716  78 YEARS   F
266    <NA>       2013-06-22       <NA>  <NA>    716  82 YEARS   M
267    <NA> 2014-09-20T12:10       <NA>  <NA>    716  79 YEARS   M
268    <NA> 2013-08-10T09:55       <NA>  <NA>    716  86 YEARS   F
269    <NA>       2013-08-13       <NA>  <NA>    716  83 YEARS   F
270    <NA> 2014-04-05T11:10       <NA>  <NA>    716  85 YEARS   M
271    <NA> 2013-10-11T13:30       <NA>  <NA>    716  83 YEARS   F
272    <NA> 2013-04-13T11:10       <NA>  <NA>    716  68 YEARS   M
273    <NA> 2015-03-05T14:40       <NA>  <NA>    716  72 YEARS   M
274    <NA>       2013-04-08       <NA>  <NA>    716  81 YEARS   M
275    <NA> 2013-04-02T11:15       <NA>  <NA>    716  73 YEARS   F
276    <NA>       2013-09-03       <NA>  <NA>    716  72 YEARS   F
277    <NA>       2013-10-07       <NA>  <NA>    716  76 YEARS   F
278    <NA>       2013-08-28       <NA>  <NA>    716  73 YEARS   F
279    <NA> 2013-10-07T15:50       <NA>  <NA>    716  76 YEARS   F
280    <NA>       2014-11-15       <NA>  <NA>    716  78 YEARS   M
281    <NA>       2013-11-25       <NA>  <NA>    716  59 YEARS   F
282    <NA> 2014-01-09T15:30       <NA>  <NA>    716  84 YEARS   F
283    <NA> 2013-02-28T10:23       <NA>  <NA>    716  74 YEARS   M
284    <NA> 2013-11-20T11:44       <NA>  <NA>    716  80 YEARS   F
285    <NA> 2014-07-22T10:00       <NA>  <NA>    716  85 YEARS   M
286    <NA> 2014-06-17T12:00       <NA>  <NA>    716  72 YEARS   F
287    <NA> 2014-07-16T13:21       <NA>  <NA>    717  80 YEARS   F
288    <NA> 2014-07-28T10:53       <NA>  <NA>    717  84 YEARS   M
289    <NA> 2013-07-24T15:15       <NA>  <NA>    717  73 YEARS   M
290    <NA> 2014-02-21T11:14       <NA>  <NA>    717  85 YEARS   F
291    <NA> 2014-03-14T14:14       <NA>  <NA>    717  64 YEARS   F
292    <NA> 2013-10-20T10:52       <NA>  <NA>    717  77 YEARS   M
293    <NA> 2014-03-17T09:52       <NA>  <NA>    717  75 YEARS   F
294    <NA>       2014-01-13       <NA>  <NA>    718  79 YEARS   F
295    <NA>       2013-03-05       <NA>  <NA>    718  67 YEARS   F
296    <NA> 2013-08-02T11:30       <NA>  <NA>    718  82 YEARS   M
297    <NA> 2013-11-17T10:30       <NA>  <NA>    718  77 YEARS   M
298    <NA> 2013-07-31T14:05       <NA>  <NA>    718  73 YEARS   F
299    <NA>       2014-03-15       <NA>  <NA>    718  80 YEARS   F
300    <NA>       2014-03-21       <NA>  <NA>    718  74 YEARS   M
301    <NA>       2014-03-08       <NA>  <NA>    718  82 YEARS   F
302    <NA> 2014-01-09T11:10       <NA>  <NA>    718  78 YEARS   M
303    <NA>       2013-07-24       <NA>  <NA>    718  86 YEARS   M
304    <NA> 2013-08-29T14:00       <NA>  <NA>    718  79 YEARS   M
305    <NA>       2013-08-08       <NA>  <NA>    718  69 YEARS   F
306    <NA>       2013-06-03       <NA>  <NA>    718  74 YEARS   F
                                RACE                 ETHNIC    ARMCD
1                              WHITE     HISPANIC OR LATINO      Pbo
2                              WHITE     HISPANIC OR LATINO      Pbo
3                              WHITE NOT HISPANIC OR LATINO   Xan_Hi
4                              WHITE NOT HISPANIC OR LATINO   Xan_Lo
5                              WHITE NOT HISPANIC OR LATINO   Xan_Hi
6                              WHITE NOT HISPANIC OR LATINO      Pbo
7                              WHITE     HISPANIC OR LATINO Scrnfail
8                              WHITE NOT HISPANIC OR LATINO   Xan_Lo
9                              WHITE NOT HISPANIC OR LATINO   Xan_Lo
10                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
11                             WHITE NOT HISPANIC OR LATINO      Pbo
12                             WHITE NOT HISPANIC OR LATINO      Pbo
13                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
14                             WHITE NOT HISPANIC OR LATINO Scrnfail
15                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
16                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
17                             WHITE NOT HISPANIC OR LATINO      Pbo
18                             WHITE NOT HISPANIC OR LATINO Scrnfail
19  AMERICAN INDIAN OR ALASKA NATIVE NOT HISPANIC OR LATINO Scrnfail
20                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
21                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
22                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
23                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
24         BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO      Pbo
25                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
26                             WHITE NOT HISPANIC OR LATINO      Pbo
27                             WHITE     HISPANIC OR LATINO   Xan_Hi
28         BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO Scrnfail
29  AMERICAN INDIAN OR ALASKA NATIVE NOT HISPANIC OR LATINO   Xan_Hi
30                             WHITE     HISPANIC OR LATINO   Xan_Hi
31                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
32                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
33                             WHITE NOT HISPANIC OR LATINO Scrnfail
34                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
35                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
36                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
37                             WHITE NOT HISPANIC OR LATINO      Pbo
38                             WHITE     HISPANIC OR LATINO Scrnfail
39                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
40         BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO      Pbo
41                             WHITE NOT HISPANIC OR LATINO Scrnfail
42                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
43                             WHITE NOT HISPANIC OR LATINO Scrnfail
44                             WHITE NOT HISPANIC OR LATINO      Pbo
45                             WHITE NOT HISPANIC OR LATINO      Pbo
46         BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO Scrnfail
47                             WHITE NOT HISPANIC OR LATINO      Pbo
48                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
49                             WHITE NOT HISPANIC OR LATINO      Pbo
50         BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Lo
51                             WHITE     HISPANIC OR LATINO   Xan_Hi
52                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
53                             WHITE NOT HISPANIC OR LATINO      Pbo
54                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
55                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
56                             WHITE NOT HISPANIC OR LATINO      Pbo
57                             WHITE NOT HISPANIC OR LATINO      Pbo
58                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
59                             WHITE NOT HISPANIC OR LATINO      Pbo
60                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
61         BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Lo
62                             WHITE NOT HISPANIC OR LATINO      Pbo
63                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
64                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
65                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
66                             WHITE NOT HISPANIC OR LATINO      Pbo
67         BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Hi
68         BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Lo
69                             ASIAN NOT HISPANIC OR LATINO Scrnfail
70                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
71                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
72                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
73                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
74                             WHITE NOT HISPANIC OR LATINO      Pbo
75                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
76                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
77                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
78                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
79                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
80                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
81                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
82                             WHITE NOT HISPANIC OR LATINO      Pbo
83                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
84                             WHITE NOT HISPANIC OR LATINO      Pbo
85                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
86                             WHITE NOT HISPANIC OR LATINO      Pbo
87                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
88                             WHITE NOT HISPANIC OR LATINO      Pbo
89                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
90                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
91                             WHITE NOT HISPANIC OR LATINO   Xan_Lo
92                             WHITE NOT HISPANIC OR LATINO   Xan_Hi
93                             WHITE NOT HISPANIC OR LATINO      Pbo
94                             WHITE NOT HISPANIC OR LATINO      Pbo
95                             WHITE NOT HISPANIC OR LATINO      Pbo
96                             WHITE NOT HISPANIC OR LATINO      Pbo
97                             WHITE NOT HISPANIC OR LATINO Scrnfail
98                             WHITE NOT HISPANIC OR LATINO      Pbo
99                             WHITE     HISPANIC OR LATINO   Xan_Lo
100                            WHITE NOT HISPANIC OR LATINO Scrnfail
101                            WHITE NOT HISPANIC OR LATINO      Pbo
102                            WHITE NOT HISPANIC OR LATINO Scrnfail
103                            WHITE NOT HISPANIC OR LATINO      Pbo
104                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
105                            WHITE     HISPANIC OR LATINO Scrnfail
106                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
107        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Hi
108        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO      Pbo
109        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Lo
110                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
111                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
112                            WHITE     HISPANIC OR LATINO      Pbo
113        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Hi
114                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
115                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
116                            WHITE NOT HISPANIC OR LATINO Scrnfail
117                            WHITE     HISPANIC OR LATINO   Xan_Lo
118        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO      Pbo
119                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
120                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
121                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
122                            WHITE NOT HISPANIC OR LATINO      Pbo
123                            WHITE NOT HISPANIC OR LATINO Scrnfail
124                            WHITE NOT HISPANIC OR LATINO Scrnfail
125                            WHITE NOT HISPANIC OR LATINO Scrnfail
126                            WHITE NOT HISPANIC OR LATINO Scrnfail
127                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
128                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
129        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO Scrnfail
130                            WHITE NOT HISPANIC OR LATINO Scrnfail
131                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
132                            WHITE NOT HISPANIC OR LATINO      Pbo
133                            ASIAN NOT HISPANIC OR LATINO Scrnfail
134                            WHITE NOT HISPANIC OR LATINO      Pbo
135                            WHITE NOT HISPANIC OR LATINO      Pbo
136        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Hi
137                            WHITE NOT HISPANIC OR LATINO Scrnfail
138                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
139                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
140                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
141                            WHITE NOT HISPANIC OR LATINO Scrnfail
142                            WHITE NOT HISPANIC OR LATINO      Pbo
143                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
144        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO      Pbo
145        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO      Pbo
146                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
147                            WHITE NOT HISPANIC OR LATINO      Pbo
148                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
149                            WHITE NOT HISPANIC OR LATINO      Pbo
150                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
151                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
152                            WHITE NOT HISPANIC OR LATINO Scrnfail
153        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Lo
154                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
155        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO      Pbo
156                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
157                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
158                            WHITE NOT HISPANIC OR LATINO      Pbo
159                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
160                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
161                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
162                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
163                            WHITE NOT HISPANIC OR LATINO      Pbo
164                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
165                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
166                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
167                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
168                            WHITE NOT HISPANIC OR LATINO Scrnfail
169                            WHITE     HISPANIC OR LATINO Scrnfail
170                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
171                            WHITE NOT HISPANIC OR LATINO      Pbo
172                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
173                            WHITE NOT HISPANIC OR LATINO      Pbo
174                            WHITE NOT HISPANIC OR LATINO      Pbo
175                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
176                            WHITE NOT HISPANIC OR LATINO      Pbo
177                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
178                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
179                            WHITE NOT HISPANIC OR LATINO      Pbo
180                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
181                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
182                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
183        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Hi
184                            WHITE NOT HISPANIC OR LATINO      Pbo
185                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
186                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
187                            WHITE NOT HISPANIC OR LATINO      Pbo
188                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
189                            WHITE NOT HISPANIC OR LATINO      Pbo
190                            WHITE NOT HISPANIC OR LATINO      Pbo
191                            WHITE NOT HISPANIC OR LATINO      Pbo
192        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO Scrnfail
193        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Hi
194                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
195                            WHITE NOT HISPANIC OR LATINO Scrnfail
196                            WHITE     HISPANIC OR LATINO   Xan_Lo
197                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
198                            WHITE NOT HISPANIC OR LATINO      Pbo
199                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
200                            WHITE     HISPANIC OR LATINO   Xan_Lo
201                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
202                            WHITE NOT HISPANIC OR LATINO Scrnfail
203                            WHITE NOT HISPANIC OR LATINO      Pbo
204                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
205                            WHITE NOT HISPANIC OR LATINO      Pbo
206                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
207                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
208                            WHITE NOT HISPANIC OR LATINO      Pbo
209                            WHITE NOT HISPANIC OR LATINO      Pbo
210                            WHITE NOT HISPANIC OR LATINO Scrnfail
211                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
212                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
213                            WHITE NOT HISPANIC OR LATINO      Pbo
214                            WHITE NOT HISPANIC OR LATINO Scrnfail
215                            WHITE NOT HISPANIC OR LATINO Scrnfail
216                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
217                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
218                            WHITE NOT HISPANIC OR LATINO Scrnfail
219                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
220                            WHITE NOT HISPANIC OR LATINO Scrnfail
221        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO      Pbo
222                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
223        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO Scrnfail
224                            WHITE NOT HISPANIC OR LATINO Scrnfail
225                            WHITE NOT HISPANIC OR LATINO Scrnfail
226                            WHITE NOT HISPANIC OR LATINO Scrnfail
227        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO Scrnfail
228                            WHITE NOT HISPANIC OR LATINO Scrnfail
229                            WHITE NOT HISPANIC OR LATINO Scrnfail
230                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
231                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
232        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Lo
233                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
234                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
235                            WHITE NOT HISPANIC OR LATINO      Pbo
236                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
237                            WHITE NOT HISPANIC OR LATINO      Pbo
238                            WHITE NOT HISPANIC OR LATINO      Pbo
239                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
240                            WHITE NOT HISPANIC OR LATINO      Pbo
241                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
242                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
243        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Hi
244                            WHITE NOT HISPANIC OR LATINO      Pbo
245                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
246                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
247                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
248                            WHITE NOT HISPANIC OR LATINO Scrnfail
249                            WHITE NOT HISPANIC OR LATINO      Pbo
250                            WHITE NOT HISPANIC OR LATINO      Pbo
251                            WHITE NOT HISPANIC OR LATINO Scrnfail
252                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
253                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
254                            WHITE NOT HISPANIC OR LATINO Scrnfail
255                            WHITE NOT HISPANIC OR LATINO      Pbo
256                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
257                            WHITE NOT HISPANIC OR LATINO Scrnfail
258                            WHITE     HISPANIC OR LATINO Scrnfail
259                            WHITE NOT HISPANIC OR LATINO      Pbo
260                            WHITE NOT HISPANIC OR LATINO      Pbo
261                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
262                            WHITE NOT HISPANIC OR LATINO      Pbo
263                            WHITE NOT HISPANIC OR LATINO Scrnfail
264                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
265                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
266                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
267                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
268                            WHITE NOT HISPANIC OR LATINO      Pbo
269                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
270                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
271                            WHITE NOT HISPANIC OR LATINO      Pbo
272                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
273                            WHITE NOT HISPANIC OR LATINO      Pbo
274                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
275                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
276                            WHITE NOT HISPANIC OR LATINO Scrnfail
277                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
278                            WHITE NOT HISPANIC OR LATINO Scrnfail
279                            WHITE NOT HISPANIC OR LATINO      Pbo
280                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
281                            WHITE NOT HISPANIC OR LATINO Scrnfail
282                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
283                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
284                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
285                            WHITE NOT HISPANIC OR LATINO      Pbo
286                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
287                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
288                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
289                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
290                            WHITE NOT HISPANIC OR LATINO      Pbo
291                            WHITE NOT HISPANIC OR LATINO      Pbo
292                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
293                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
294                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
295                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
296        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Hi
297                            WHITE NOT HISPANIC OR LATINO      Pbo
298                            WHITE NOT HISPANIC OR LATINO      Pbo
299                            WHITE NOT HISPANIC OR LATINO   Xan_Lo
300                            WHITE NOT HISPANIC OR LATINO      Pbo
301                            WHITE     HISPANIC OR LATINO   Xan_Lo
302                            WHITE     HISPANIC OR LATINO   Xan_Lo
303                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
304                            WHITE NOT HISPANIC OR LATINO      Pbo
305                            WHITE NOT HISPANIC OR LATINO   Xan_Hi
306        BLACK OR AFRICAN AMERICAN NOT HISPANIC OR LATINO   Xan_Hi
                     ARM ACTARMCD               ACTARM COUNTRY      DMDTC DMDY
1                Placebo      Pbo              Placebo     USA 2013-12-26   -7
2                Placebo      Pbo              Placebo     USA 2012-07-22  -14
3   Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-07-11   -8
4    Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-03-10   -8
5   Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2014-06-24   -7
6                Placebo      Pbo              Placebo     USA 2013-01-22  -21
7         Screen Failure Scrnfail       Screen Failure     USA 2013-12-20   NA
8    Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-12-23   -9
9    Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-08-25  -13
10   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-11-23   -7
11               Placebo      Pbo              Placebo     USA 2014-02-27  -13
12               Placebo      Pbo              Placebo     USA 2014-02-09   -6
13  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-10-23   -5
14        Screen Failure Scrnfail       Screen Failure     USA 2013-09-05   NA
15  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-05-07  -13
16  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-08-14   -9
17               Placebo      Pbo              Placebo     USA 2013-09-06  -17
18        Screen Failure Scrnfail       Screen Failure     USA 2013-04-18   NA
19        Screen Failure Scrnfail       Screen Failure     USA 2012-09-30   NA
20  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-01-28  -15
21  Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-11-26   -9
22   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-02-03  -12
23   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-07-08  -14
24               Placebo      Pbo              Placebo     USA 2013-01-25   -8
25   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-10-30  -16
26               Placebo      Pbo              Placebo     USA 2013-03-20  -10
27  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-12-28  -14
28        Screen Failure Scrnfail       Screen Failure     USA 2013-09-22   NA
29  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2014-01-25  -13
30  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2014-01-17   -8
31   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-03-17   -7
32  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-08-20   -9
33        Screen Failure Scrnfail       Screen Failure     USA 2013-12-08   NA
34   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-05-10  -12
35   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-09-16  -16
36   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-12-22  -14
37               Placebo      Pbo              Placebo     USA 2013-10-01   -7
38        Screen Failure Scrnfail       Screen Failure     USA 2014-04-01   NA
39  Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-07-24   -7
40               Placebo      Pbo              Placebo     USA 2013-05-20  -10
41        Screen Failure Scrnfail       Screen Failure     USA 2013-09-18   NA
42  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-01-22  -13
43        Screen Failure Scrnfail       Screen Failure     USA 2013-12-28   NA
44               Placebo      Pbo              Placebo     USA 2014-02-23  -17
45               Placebo      Pbo              Placebo     USA 2012-10-17  -11
46        Screen Failure Scrnfail       Screen Failure     USA 2012-11-14   NA
47               Placebo      Pbo              Placebo     USA 2013-09-15   -8
48   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-02-25  -22
49               Placebo      Pbo              Placebo     USA 2013-07-24  -15
50   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-10-17   -9
51  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-12-31   -5
52   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-07-03  -23
53               Placebo      Pbo              Placebo     USA 2013-02-23   -7
54  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-10-17   -8
55   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-08-22  -11
56               Placebo      Pbo              Placebo     USA 2012-12-19  -37
57               Placebo      Pbo              Placebo     USA 2013-02-28  -13
58   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-02-02  -18
59               Placebo      Pbo              Placebo     USA 2013-12-13   -7
60   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-10-08   -9
61   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-06-01  -15
62               Placebo      Pbo              Placebo     USA 2013-03-08   -8
63  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-07-10  -10
64   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-04-27  -16
65  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-10-24  -28
66               Placebo      Pbo              Placebo     USA 2012-09-07   -5
67  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2014-02-28  -17
68   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-09-12  -10
69        Screen Failure Scrnfail       Screen Failure     USA 2014-02-09   NA
70  Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-12-05   -7
71  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2014-03-04   -8
72  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-01-06   -7
73   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-08-20   -7
74               Placebo      Pbo              Placebo     USA 2014-02-08  -13
75  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-09-20  -16
76   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-09-18   -9
77  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-10-17   -7
78  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2014-01-19   -3
79  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-02-22  -21
80   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-01-09  -14
81   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-11-18  -14
82               Placebo      Pbo              Placebo     USA 2013-09-16  -16
83   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-10-23   -8
84               Placebo      Pbo              Placebo     USA 2012-09-11   -8
85   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-11-11   -8
86               Placebo      Pbo              Placebo     USA 2013-03-08  -13
87  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-08-14  -11
88               Placebo      Pbo              Placebo     USA 2012-08-23   -7
89  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-10-05   -8
90   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-06-13  -25
91   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-04-16   -7
92  Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-11-24  -15
93               Placebo      Pbo              Placebo     USA 2013-09-26  -16
94               Placebo      Pbo              Placebo     USA 2012-11-28   -9
95               Placebo      Pbo              Placebo     USA 2012-11-01  -16
96               Placebo      Pbo              Placebo     USA 2014-05-01  -10
97        Screen Failure Scrnfail       Screen Failure     USA 2013-09-01   NA
98               Placebo      Pbo              Placebo     USA 2013-06-30   -5
99   Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-11-17  -10
100       Screen Failure Scrnfail       Screen Failure     USA 2013-12-02   NA
101              Placebo      Pbo              Placebo     USA 2013-08-02   -3
102       Screen Failure Scrnfail       Screen Failure     USA 2014-02-23   NA
103              Placebo      Pbo              Placebo     USA 2014-01-03   -5
104  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-09-11   -5
105       Screen Failure Scrnfail       Screen Failure     USA 2013-02-26   NA
106 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2014-01-11   -6
107 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-11-26   -2
108              Placebo      Pbo              Placebo     USA 2012-12-23   -3
109  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-10-11   -3
110 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-12-10   -6
111 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-10-26   -7
112              Placebo      Pbo              Placebo     USA 2013-02-24  -14
113 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-12-29   -6
114 Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-05-09   -4
115  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-09-02   -5
116       Screen Failure Scrnfail       Screen Failure     USA 2013-01-14   NA
117  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-06-16   -7
118              Placebo      Pbo              Placebo     USA 2013-12-21  -10
119 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-04-30  -14
120  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-08-25  -21
121  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-12-12   -8
122              Placebo      Pbo              Placebo     USA 2013-10-20   -8
123       Screen Failure Scrnfail       Screen Failure     USA 2012-10-12   NA
124       Screen Failure Scrnfail       Screen Failure     USA 2014-02-14   NA
125       Screen Failure Scrnfail       Screen Failure     USA 2013-07-25   NA
126       Screen Failure Scrnfail       Screen Failure     USA 2012-10-13   NA
127  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-12-10  -10
128  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-02-02   -7
129       Screen Failure Scrnfail       Screen Failure     USA 2014-02-14   NA
130       Screen Failure Scrnfail       Screen Failure     USA 2013-02-07   NA
131  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-05-01   -8
132              Placebo      Pbo              Placebo     USA 2012-10-06  -16
133       Screen Failure Scrnfail       Screen Failure     USA 2014-01-23   NA
134              Placebo      Pbo              Placebo     USA 2014-02-01   -7
135              Placebo      Pbo              Placebo     USA 2012-11-25  -11
136 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-12-13  -16
137       Screen Failure Scrnfail       Screen Failure     USA 2013-01-14   NA
138 Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-02-01   -8
139 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-10-14  -10
140 Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-09-08  -13
141       Screen Failure Scrnfail       Screen Failure     USA 2012-08-13   NA
142              Placebo      Pbo              Placebo     USA 2013-04-26  -11
143  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-01-22  -15
144              Placebo      Pbo              Placebo     USA 2013-08-25  -16
145              Placebo      Pbo              Placebo     USA 2013-06-07   -7
146  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-01-15  -10
147              Placebo      Pbo              Placebo     USA 2013-08-15   -8
148 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-11-21  -16
149              Placebo      Pbo              Placebo     USA 2012-12-21   -8
150 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-04-11   -9
151  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-07-28   -8
152       Screen Failure Scrnfail       Screen Failure     USA 2013-09-16   NA
153  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-06-17  -17
154 Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-04-03   -9
155              Placebo      Pbo              Placebo     USA 2013-08-24  -10
156 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-12-06  -20
157  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-11-02   -7
158              Placebo      Pbo              Placebo     USA 2013-09-20  -18
159  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-07-21  -10
160  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-11-22   -9
161 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-12-10  -15
162  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-01-09   -9
163              Placebo      Pbo              Placebo     USA 2014-03-30  -13
164 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-10-14  -11
165  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-01-07   -8
166 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-07-25   -8
167  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-02-16  -16
168       Screen Failure Scrnfail       Screen Failure     USA 2013-11-18   NA
169       Screen Failure Scrnfail       Screen Failure     USA 2014-01-17   NA
170 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-05-02  -13
171              Placebo      Pbo              Placebo     USA 2013-01-13  -13
172  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-03-17   -7
173              Placebo      Pbo              Placebo     USA 2013-07-14   -5
174              Placebo      Pbo              Placebo     USA 2014-01-19  -15
175 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-06-09  -10
176              Placebo      Pbo              Placebo     USA 2014-04-13   -7
177  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-03-21  -15
178 Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-08-01  -14
179              Placebo      Pbo              Placebo     USA 2012-12-15   -8
180 Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-02-15  -16
181  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-12-30  -15
182 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-01-27  -14
183 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-09-19   -8
184              Placebo      Pbo              Placebo     USA 2014-02-03  -25
185  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-05-20  -14
186  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-12-15  -11
187              Placebo      Pbo              Placebo     USA 2012-12-24   -8
188 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-08-28  -11
189              Placebo      Pbo              Placebo     USA 2013-11-03  -14
190              Placebo      Pbo              Placebo     USA 2013-09-06  -11
191              Placebo      Pbo              Placebo     USA 2013-07-09  -13
192       Screen Failure Scrnfail       Screen Failure     USA 2013-03-05   NA
193 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-10-03   -8
194 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-09-12  -20
195       Screen Failure Scrnfail       Screen Failure     USA 2013-11-16   NA
196  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-03-08  -21
197  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-11-10  -20
198              Placebo      Pbo              Placebo     USA 2013-10-24  -23
199 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-10-26  -15
200  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-09-13  -13
201 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-12-19   -9
202       Screen Failure Scrnfail       Screen Failure     USA 2013-11-29   NA
203              Placebo      Pbo              Placebo     USA 2013-06-02  -11
204  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-02-01  -11
205              Placebo      Pbo              Placebo     USA 2012-09-04  -23
206 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-12-13  -11
207  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-12-04  -11
208              Placebo      Pbo              Placebo     USA 2013-04-21   -3
209              Placebo      Pbo              Placebo     USA 2013-02-12  -15
210       Screen Failure Scrnfail       Screen Failure     USA 2013-12-30   NA
211 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-10-29  -13
212  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-09-02  -15
213              Placebo      Pbo              Placebo     USA 2013-10-21   -2
214       Screen Failure Scrnfail       Screen Failure     USA 2014-04-21   NA
215       Screen Failure Scrnfail       Screen Failure     USA 2013-06-02   NA
216  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-10-21   -8
217 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-12-26  -10
218       Screen Failure Scrnfail       Screen Failure     USA 2013-12-13   NA
219 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-03-20  -14
220       Screen Failure Scrnfail       Screen Failure     USA 2014-03-17   NA
221              Placebo      Pbo              Placebo     USA 2012-07-20   -9
222  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-03-30   -4
223       Screen Failure Scrnfail       Screen Failure     USA 2012-11-08   NA
224       Screen Failure Scrnfail       Screen Failure     USA 2012-10-04   NA
225       Screen Failure Scrnfail       Screen Failure     USA 2013-10-24   NA
226       Screen Failure Scrnfail       Screen Failure     USA 2014-02-28   NA
227       Screen Failure Scrnfail       Screen Failure     USA 2014-03-27   NA
228       Screen Failure Scrnfail       Screen Failure     USA 2013-08-05   NA
229       Screen Failure Scrnfail       Screen Failure     USA 2013-12-20   NA
230 Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-01-23   -4
231  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-08-17  -29
232  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-03-15  -15
233 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-10-03  -28
234 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-05-23   -8
235              Placebo      Pbo              Placebo     USA 2013-07-11  -29
236 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-05-16  -11
237              Placebo      Pbo              Placebo     USA 2012-09-10   -9
238              Placebo      Pbo              Placebo     USA 2014-01-14  -13
239  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-01-05  -14
240              Placebo      Pbo              Placebo     USA 2014-04-03  -14
241  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-07-31   -8
242  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-04-16  -10
243 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-11-24  -10
244              Placebo      Pbo              Placebo     USA 2013-02-23   -3
245 Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-08-11   -4
246  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-02-03  -13
247  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-02-12  -14
248       Screen Failure Scrnfail       Screen Failure     USA 2014-04-17   NA
249              Placebo      Pbo              Placebo     USA 2013-11-29  -14
250              Placebo      Pbo              Placebo     USA 2012-11-12   -6
251       Screen Failure Scrnfail       Screen Failure     USA 2013-01-22   NA
252 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-02-03  -14
253 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2014-02-06   -5
254       Screen Failure Scrnfail       Screen Failure     USA 2013-06-03   NA
255              Placebo      Pbo              Placebo     USA 2013-03-20  -14
256  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-06-27   -9
257       Screen Failure Scrnfail       Screen Failure     USA 2012-10-24   NA
258       Screen Failure Scrnfail       Screen Failure     USA 2014-03-29   NA
259              Placebo      Pbo              Placebo     USA 2012-07-06   -3
260              Placebo      Pbo              Placebo     USA 2014-03-23  -10
261 Xanomeline High Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-12-25   -3
262              Placebo      Pbo              Placebo     USA 2013-04-20   -7
263       Screen Failure Scrnfail       Screen Failure     USA 2014-02-14   NA
264  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-05-06   -3
265 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-06-03   -5
266  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-12-16   -3
267  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-03-18   -2
268              Placebo      Pbo              Placebo     USA 2013-02-04   -8
269  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-01-23   -9
270  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-09-23   -9
271              Placebo      Pbo              Placebo     USA 2013-03-23  -13
272  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-09-30   -8
273              Placebo      Pbo              Placebo     USA 2014-08-29   -4
274 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-10-07   -2
275 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-02-14   -6
276       Screen Failure Scrnfail       Screen Failure     USA 2013-08-15   NA
277  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-04-04   -4
278       Screen Failure Scrnfail       Screen Failure     USA 2013-08-06   NA
279              Placebo      Pbo              Placebo     USA 2013-08-23   -5
280  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-05-08   -6
281       Screen Failure Scrnfail       Screen Failure     USA 2013-11-25   NA
282 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-06-27   -7
283 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-11-24  -20
284 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-04-27   -8
285              Placebo      Pbo              Placebo     USA 2014-01-13   -9
286 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-12-10   -6
287  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2014-01-01  -13
288 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2014-01-20   -7
289 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-01-16   -6
290              Placebo      Pbo              Placebo     USA 2013-12-12   -7
291              Placebo      Pbo              Placebo     USA 2014-01-01  -10
292 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-04-21  -10
293  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-08-20  -12
294  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-06-28   -9
295  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2012-09-11   -8
296 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-02-01  -16
297              Placebo      Pbo              Placebo     USA 2013-05-03  -16
298              Placebo      Pbo              Placebo     USA 2013-01-12   -7
299  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-08-25  -22
300              Placebo      Pbo              Placebo     USA 2013-09-15   -6
301  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-08-21  -31
302  Xanomeline Low Dose   Xan_Lo  Xanomeline Low Dose     USA 2013-06-28  -12
303 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-01-28   -4
304              Placebo      Pbo              Placebo     USA 2013-02-12  -16
305 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2013-04-11  -15
306 Xanomeline High Dose   Xan_Hi Xanomeline High Dose     USA 2012-12-13   -4
                  TRT01P               TRT01A    TRTSDTM TRTSTMF
1                Placebo              Placebo 2014-01-02       H
2                Placebo              Placebo 2012-08-05       H
3   Xanomeline High Dose Xanomeline High Dose 2013-07-19       H
4    Xanomeline Low Dose  Xanomeline Low Dose 2014-03-18       H
5   Xanomeline High Dose Xanomeline High Dose 2014-07-01       H
6                Placebo              Placebo 2013-02-12       H
7         Screen Failure       Screen Failure       <NA>    <NA>
8    Xanomeline Low Dose  Xanomeline Low Dose 2014-01-01       H
9    Xanomeline Low Dose  Xanomeline Low Dose 2012-09-07       H
10   Xanomeline Low Dose  Xanomeline Low Dose 2012-11-30       H
11               Placebo              Placebo 2014-03-12       H
12               Placebo              Placebo 2014-02-15       H
13  Xanomeline High Dose Xanomeline High Dose 2012-10-28       H
14        Screen Failure       Screen Failure       <NA>    <NA>
15  Xanomeline High Dose Xanomeline High Dose 2013-05-20       H
16  Xanomeline High Dose Xanomeline High Dose 2013-08-23       H
17               Placebo              Placebo 2013-09-23       H
18        Screen Failure       Screen Failure       <NA>    <NA>
19        Screen Failure       Screen Failure       <NA>    <NA>
20  Xanomeline High Dose Xanomeline High Dose 2013-02-12       H
21  Xanomeline High Dose  Xanomeline Low Dose 2013-12-05       H
22   Xanomeline Low Dose  Xanomeline Low Dose 2013-02-15       H
23   Xanomeline Low Dose  Xanomeline Low Dose 2012-07-22       H
24               Placebo              Placebo 2013-02-02       H
25   Xanomeline Low Dose  Xanomeline Low Dose 2012-11-15       H
26               Placebo              Placebo 2013-03-30       H
27  Xanomeline High Dose Xanomeline High Dose 2014-01-11       H
28        Screen Failure       Screen Failure       <NA>    <NA>
29  Xanomeline High Dose Xanomeline High Dose 2014-02-07       H
30  Xanomeline High Dose Xanomeline High Dose 2014-01-25       H
31   Xanomeline Low Dose  Xanomeline Low Dose 2013-03-24       H
32  Xanomeline High Dose Xanomeline High Dose 2013-08-29       H
33        Screen Failure       Screen Failure       <NA>    <NA>
34   Xanomeline Low Dose  Xanomeline Low Dose 2014-05-22       H
35   Xanomeline Low Dose  Xanomeline Low Dose 2012-10-02       H
36   Xanomeline Low Dose  Xanomeline Low Dose 2013-01-05       H
37               Placebo              Placebo 2013-10-08       H
38        Screen Failure       Screen Failure       <NA>    <NA>
39  Xanomeline High Dose  Xanomeline Low Dose 2013-07-31       H
40               Placebo              Placebo 2013-05-30       H
41        Screen Failure       Screen Failure       <NA>    <NA>
42  Xanomeline High Dose Xanomeline High Dose 2013-02-04       H
43        Screen Failure       Screen Failure       <NA>    <NA>
44               Placebo              Placebo 2014-03-12       H
45               Placebo              Placebo 2012-10-28       H
46        Screen Failure       Screen Failure       <NA>    <NA>
47               Placebo              Placebo 2013-09-23       H
48   Xanomeline Low Dose  Xanomeline Low Dose 2013-03-19       H
49               Placebo              Placebo 2013-08-08       H
50   Xanomeline Low Dose  Xanomeline Low Dose 2013-10-26       H
51  Xanomeline High Dose Xanomeline High Dose 2013-01-05       H
52   Xanomeline Low Dose  Xanomeline Low Dose 2013-07-26       H
53               Placebo              Placebo 2013-03-02       H
54  Xanomeline High Dose Xanomeline High Dose 2013-10-25       H
55   Xanomeline Low Dose  Xanomeline Low Dose 2012-09-02       H
56               Placebo              Placebo 2013-01-25       H
57               Placebo              Placebo 2013-03-13       H
58   Xanomeline Low Dose  Xanomeline Low Dose 2013-02-20       H
59               Placebo              Placebo 2013-12-20       H
60   Xanomeline Low Dose  Xanomeline Low Dose 2013-10-17       H
61   Xanomeline Low Dose  Xanomeline Low Dose 2013-06-16       H
62               Placebo              Placebo 2013-03-16       H
63  Xanomeline High Dose Xanomeline High Dose 2012-07-20       H
64   Xanomeline Low Dose  Xanomeline Low Dose 2013-05-13       H
65  Xanomeline High Dose Xanomeline High Dose 2013-11-21       H
66               Placebo              Placebo 2012-09-12       H
67  Xanomeline High Dose Xanomeline High Dose 2014-03-17       H
68   Xanomeline Low Dose  Xanomeline Low Dose 2013-09-22       H
69        Screen Failure       Screen Failure       <NA>    <NA>
70  Xanomeline High Dose  Xanomeline Low Dose 2012-12-12       H
71  Xanomeline High Dose Xanomeline High Dose 2014-03-12       H
72  Xanomeline High Dose Xanomeline High Dose 2013-01-13       H
73   Xanomeline Low Dose  Xanomeline Low Dose 2013-08-27       H
74               Placebo              Placebo 2014-02-21       H
75  Xanomeline High Dose Xanomeline High Dose 2013-10-06       H
76   Xanomeline Low Dose  Xanomeline Low Dose 2013-09-27       H
77  Xanomeline High Dose Xanomeline High Dose 2013-10-24       H
78  Xanomeline High Dose Xanomeline High Dose 2014-01-22       H
79  Xanomeline High Dose Xanomeline High Dose 2013-03-15       H
80   Xanomeline Low Dose  Xanomeline Low Dose 2013-01-23       H
81   Xanomeline Low Dose  Xanomeline Low Dose 2013-12-02       H
82               Placebo              Placebo 2013-10-02       H
83   Xanomeline Low Dose  Xanomeline Low Dose 2013-10-31       H
84               Placebo              Placebo 2012-09-19       H
85   Xanomeline Low Dose  Xanomeline Low Dose 2012-11-19       H
86               Placebo              Placebo 2013-03-21       H
87  Xanomeline High Dose Xanomeline High Dose 2013-08-25       H
88               Placebo              Placebo 2012-08-30       H
89  Xanomeline High Dose Xanomeline High Dose 2013-10-13       H
90   Xanomeline Low Dose  Xanomeline Low Dose 2013-07-08       H
91   Xanomeline Low Dose  Xanomeline Low Dose 2014-04-23       H
92  Xanomeline High Dose Xanomeline High Dose 2013-12-09       H
93               Placebo              Placebo 2013-10-12       H
94               Placebo              Placebo 2012-12-07       H
95               Placebo              Placebo 2012-11-17       H
96               Placebo              Placebo 2014-05-11       H
97        Screen Failure       Screen Failure       <NA>    <NA>
98               Placebo              Placebo 2013-07-05       H
99   Xanomeline Low Dose  Xanomeline Low Dose 2013-11-27       H
100       Screen Failure       Screen Failure       <NA>    <NA>
101              Placebo              Placebo 2013-08-05       H
102       Screen Failure       Screen Failure       <NA>    <NA>
103              Placebo              Placebo 2014-01-08       H
104  Xanomeline Low Dose  Xanomeline Low Dose 2013-09-16       H
105       Screen Failure       Screen Failure       <NA>    <NA>
106 Xanomeline High Dose Xanomeline High Dose 2014-01-17       H
107 Xanomeline High Dose Xanomeline High Dose 2013-11-28       H
108              Placebo              Placebo 2012-12-26       H
109  Xanomeline Low Dose  Xanomeline Low Dose 2013-10-14       H
110 Xanomeline High Dose Xanomeline High Dose 2013-12-16       H
111 Xanomeline High Dose Xanomeline High Dose 2013-11-02       H
112              Placebo              Placebo 2013-03-10       H
113 Xanomeline High Dose Xanomeline High Dose 2014-01-04       H
114 Xanomeline High Dose  Xanomeline Low Dose 2013-05-13       H
115  Xanomeline Low Dose  Xanomeline Low Dose 2012-09-07       H
116       Screen Failure       Screen Failure       <NA>    <NA>
117  Xanomeline Low Dose  Xanomeline Low Dose 2013-06-23       H
118              Placebo              Placebo 2013-12-31       H
119 Xanomeline High Dose Xanomeline High Dose 2013-05-14       H
120  Xanomeline Low Dose  Xanomeline Low Dose 2012-09-15       H
121  Xanomeline Low Dose  Xanomeline Low Dose 2013-12-20       H
122              Placebo              Placebo 2013-10-28       H
123       Screen Failure       Screen Failure       <NA>    <NA>
124       Screen Failure       Screen Failure       <NA>    <NA>
125       Screen Failure       Screen Failure       <NA>    <NA>
126       Screen Failure       Screen Failure       <NA>    <NA>
127  Xanomeline Low Dose  Xanomeline Low Dose 2013-12-20       H
128  Xanomeline Low Dose  Xanomeline Low Dose 2013-02-09       H
129       Screen Failure       Screen Failure       <NA>    <NA>
130       Screen Failure       Screen Failure       <NA>    <NA>
131  Xanomeline Low Dose  Xanomeline Low Dose 2013-05-09       H
132              Placebo              Placebo 2012-10-22       H
133       Screen Failure       Screen Failure       <NA>    <NA>
134              Placebo              Placebo 2014-02-08       H
135              Placebo              Placebo 2012-12-06       H
136 Xanomeline High Dose Xanomeline High Dose 2013-12-29       H
137       Screen Failure       Screen Failure       <NA>    <NA>
138 Xanomeline High Dose  Xanomeline Low Dose 2013-02-09       H
139 Xanomeline High Dose Xanomeline High Dose 2012-10-24       H
140 Xanomeline High Dose  Xanomeline Low Dose 2013-09-21       H
141       Screen Failure       Screen Failure       <NA>    <NA>
142              Placebo              Placebo 2013-05-07       H
143  Xanomeline Low Dose  Xanomeline Low Dose 2013-02-06       H
144              Placebo              Placebo 2013-09-10       H
145              Placebo              Placebo 2013-06-14       H
146  Xanomeline Low Dose  Xanomeline Low Dose 2013-01-25       H
147              Placebo              Placebo 2013-08-23       H
148 Xanomeline High Dose Xanomeline High Dose 2012-12-07       H
149              Placebo              Placebo 2012-12-29       H
150 Xanomeline High Dose Xanomeline High Dose 2013-04-20       H
151  Xanomeline Low Dose  Xanomeline Low Dose 2013-08-05       H
152       Screen Failure       Screen Failure       <NA>    <NA>
153  Xanomeline Low Dose  Xanomeline Low Dose 2013-07-04       H
154 Xanomeline High Dose  Xanomeline Low Dose 2013-04-12       H
155              Placebo              Placebo 2013-09-03       H
156 Xanomeline High Dose Xanomeline High Dose 2013-12-26       H
157  Xanomeline Low Dose  Xanomeline Low Dose 2013-11-09       H
158              Placebo              Placebo 2013-10-08       H
159  Xanomeline Low Dose  Xanomeline Low Dose 2012-07-31       H
160  Xanomeline Low Dose  Xanomeline Low Dose 2012-12-01       H
161 Xanomeline High Dose Xanomeline High Dose 2012-12-25       H
162  Xanomeline Low Dose  Xanomeline Low Dose 2014-01-18       H
163              Placebo              Placebo 2014-04-12       H
164 Xanomeline High Dose Xanomeline High Dose 2013-10-25       H
165  Xanomeline Low Dose  Xanomeline Low Dose 2013-01-15       H
166 Xanomeline High Dose Xanomeline High Dose 2013-08-02       H
167  Xanomeline Low Dose  Xanomeline Low Dose 2013-03-04       H
168       Screen Failure       Screen Failure       <NA>    <NA>
169       Screen Failure       Screen Failure       <NA>    <NA>
170 Xanomeline High Dose Xanomeline High Dose 2013-05-15       H
171              Placebo              Placebo 2013-01-26       H
172  Xanomeline Low Dose  Xanomeline Low Dose 2013-03-24       H
173              Placebo              Placebo 2013-07-19       H
174              Placebo              Placebo 2014-02-03       H
175 Xanomeline High Dose Xanomeline High Dose 2013-06-19       H
176              Placebo              Placebo 2014-04-20       H
177  Xanomeline Low Dose  Xanomeline Low Dose 2013-04-05       H
178 Xanomeline High Dose  Xanomeline Low Dose 2013-08-15       H
179              Placebo              Placebo 2012-12-23       H
180 Xanomeline High Dose  Xanomeline Low Dose 2013-03-03       H
181  Xanomeline Low Dose  Xanomeline Low Dose 2014-01-14       H
182 Xanomeline High Dose Xanomeline High Dose 2013-02-10       H
183 Xanomeline High Dose Xanomeline High Dose 2013-09-27       H
184              Placebo              Placebo 2014-02-28       H
185  Xanomeline Low Dose  Xanomeline Low Dose 2013-06-03       H
186  Xanomeline Low Dose  Xanomeline Low Dose 2012-12-26       H
187              Placebo              Placebo 2013-01-01       H
188 Xanomeline High Dose Xanomeline High Dose 2012-09-08       H
189              Placebo              Placebo 2013-11-17       H
190              Placebo              Placebo 2013-09-17       H
191              Placebo              Placebo 2013-07-22       H
192       Screen Failure       Screen Failure       <NA>    <NA>
193 Xanomeline High Dose Xanomeline High Dose 2013-10-11       H
194 Xanomeline High Dose Xanomeline High Dose 2012-10-02       H
195       Screen Failure       Screen Failure       <NA>    <NA>
196  Xanomeline Low Dose  Xanomeline Low Dose 2014-03-29       H
197  Xanomeline Low Dose  Xanomeline Low Dose 2012-11-30       H
198              Placebo              Placebo 2013-11-16       H
199 Xanomeline High Dose Xanomeline High Dose 2012-11-10       H
200  Xanomeline Low Dose  Xanomeline Low Dose 2012-09-26       H
201 Xanomeline High Dose Xanomeline High Dose 2013-12-28       H
202       Screen Failure       Screen Failure       <NA>    <NA>
203              Placebo              Placebo 2013-06-13       H
204  Xanomeline Low Dose  Xanomeline Low Dose 2014-02-12       H
205              Placebo              Placebo 2012-09-27       H
206 Xanomeline High Dose Xanomeline High Dose 2012-12-24       H
207  Xanomeline Low Dose  Xanomeline Low Dose 2012-12-15       H
208              Placebo              Placebo 2013-04-24       H
209              Placebo              Placebo 2013-02-27       H
210       Screen Failure       Screen Failure       <NA>    <NA>
211 Xanomeline High Dose Xanomeline High Dose 2012-11-11       H
212  Xanomeline Low Dose  Xanomeline Low Dose 2012-09-17       H
213              Placebo              Placebo 2013-10-23       H
214       Screen Failure       Screen Failure       <NA>    <NA>
215       Screen Failure       Screen Failure       <NA>    <NA>
216  Xanomeline Low Dose  Xanomeline Low Dose 2012-10-29       H
217 Xanomeline High Dose Xanomeline High Dose 2013-01-05       H
218       Screen Failure       Screen Failure       <NA>    <NA>
219 Xanomeline High Dose Xanomeline High Dose 2013-04-03       H
220       Screen Failure       Screen Failure       <NA>    <NA>
221              Placebo              Placebo 2012-07-29       H
222  Xanomeline Low Dose  Xanomeline Low Dose 2013-04-03       H
223       Screen Failure       Screen Failure       <NA>    <NA>
224       Screen Failure       Screen Failure       <NA>    <NA>
225       Screen Failure       Screen Failure       <NA>    <NA>
226       Screen Failure       Screen Failure       <NA>    <NA>
227       Screen Failure       Screen Failure       <NA>    <NA>
228       Screen Failure       Screen Failure       <NA>    <NA>
229       Screen Failure       Screen Failure       <NA>    <NA>
230 Xanomeline High Dose  Xanomeline Low Dose 2013-01-27       H
231  Xanomeline Low Dose  Xanomeline Low Dose 2013-09-15       H
232  Xanomeline Low Dose  Xanomeline Low Dose 2014-03-30       H
233 Xanomeline High Dose Xanomeline High Dose 2012-10-31       H
234 Xanomeline High Dose Xanomeline High Dose 2013-05-31       H
235              Placebo              Placebo 2013-08-09       H
236 Xanomeline High Dose Xanomeline High Dose 2013-05-27       H
237              Placebo              Placebo 2012-09-19       H
238              Placebo              Placebo 2014-01-27       H
239  Xanomeline Low Dose  Xanomeline Low Dose 2014-01-19       H
240              Placebo              Placebo 2014-04-17       H
241  Xanomeline Low Dose  Xanomeline Low Dose 2013-08-08       H
242  Xanomeline Low Dose  Xanomeline Low Dose 2013-04-26       H
243 Xanomeline High Dose Xanomeline High Dose 2013-12-04       H
244              Placebo              Placebo 2013-02-26       H
245 Xanomeline High Dose  Xanomeline Low Dose 2013-08-15       H
246  Xanomeline Low Dose  Xanomeline Low Dose 2013-02-16       H
247  Xanomeline Low Dose  Xanomeline Low Dose 2013-02-26       H
248       Screen Failure       Screen Failure       <NA>    <NA>
249              Placebo              Placebo 2013-12-13       H
250              Placebo              Placebo 2012-11-18       H
251       Screen Failure       Screen Failure       <NA>    <NA>
252 Xanomeline High Dose Xanomeline High Dose 2013-02-17       H
253 Xanomeline High Dose Xanomeline High Dose 2014-02-11       H
254       Screen Failure       Screen Failure       <NA>    <NA>
255              Placebo              Placebo 2013-04-03       H
256  Xanomeline Low Dose  Xanomeline Low Dose 2013-07-06       H
257       Screen Failure       Screen Failure       <NA>    <NA>
258       Screen Failure       Screen Failure       <NA>    <NA>
259              Placebo              Placebo 2012-07-09       H
260              Placebo              Placebo 2014-04-02       H
261 Xanomeline High Dose  Xanomeline Low Dose 2013-12-28       H
262              Placebo              Placebo 2013-04-27       H
263       Screen Failure       Screen Failure       <NA>    <NA>
264  Xanomeline Low Dose  Xanomeline Low Dose 2013-05-09       H
265 Xanomeline High Dose Xanomeline High Dose 2013-06-08       H
266  Xanomeline Low Dose  Xanomeline Low Dose 2012-12-19       H
267  Xanomeline Low Dose  Xanomeline Low Dose 2014-03-20       H
268              Placebo              Placebo 2013-02-12       H
269  Xanomeline Low Dose  Xanomeline Low Dose 2013-02-01       H
270  Xanomeline Low Dose  Xanomeline Low Dose 2013-10-02       H
271              Placebo              Placebo 2013-04-05       H
272  Xanomeline Low Dose  Xanomeline Low Dose 2012-10-08       H
273              Placebo              Placebo 2014-09-02       H
274 Xanomeline High Dose Xanomeline High Dose 2012-10-09       H
275 Xanomeline High Dose Xanomeline High Dose 2013-02-20       H
276       Screen Failure       Screen Failure       <NA>    <NA>
277  Xanomeline Low Dose  Xanomeline Low Dose 2013-04-08       H
278       Screen Failure       Screen Failure       <NA>    <NA>
279              Placebo              Placebo 2013-08-28       H
280  Xanomeline Low Dose  Xanomeline Low Dose 2014-05-14       H
281       Screen Failure       Screen Failure       <NA>    <NA>
282 Xanomeline High Dose Xanomeline High Dose 2013-07-04       H
283 Xanomeline High Dose Xanomeline High Dose 2012-12-14       H
284 Xanomeline High Dose Xanomeline High Dose 2013-05-05       H
285              Placebo              Placebo 2014-01-22       H
286 Xanomeline High Dose Xanomeline High Dose 2013-12-16       H
287  Xanomeline Low Dose  Xanomeline Low Dose 2014-01-14       H
288 Xanomeline High Dose Xanomeline High Dose 2014-01-27       H
289 Xanomeline High Dose Xanomeline High Dose 2013-01-22       H
290              Placebo              Placebo 2013-12-19       H
291              Placebo              Placebo 2014-01-11       H
292 Xanomeline High Dose Xanomeline High Dose 2013-05-01       H
293  Xanomeline Low Dose  Xanomeline Low Dose 2013-09-01       H
294  Xanomeline Low Dose  Xanomeline Low Dose 2013-07-07       H
295  Xanomeline Low Dose  Xanomeline Low Dose 2012-09-19       H
296 Xanomeline High Dose Xanomeline High Dose 2013-02-17       H
297              Placebo              Placebo 2013-05-19       H
298              Placebo              Placebo 2013-01-19       H
299  Xanomeline Low Dose  Xanomeline Low Dose 2013-09-16       H
300              Placebo              Placebo 2013-09-21       H
301  Xanomeline Low Dose  Xanomeline Low Dose 2013-09-21       H
302  Xanomeline Low Dose  Xanomeline Low Dose 2013-07-10       H
303 Xanomeline High Dose Xanomeline High Dose 2013-02-01       H
304              Placebo              Placebo 2013-02-28       H
305 Xanomeline High Dose Xanomeline High Dose 2013-04-26       H
306 Xanomeline High Dose Xanomeline High Dose 2012-12-17       H
                TRTEDTM TRTETMF     TRTSDT     TRTEDT TRTDURD     SCRFDT
1   2014-07-02 23:59:59       H 2014-01-02 2014-07-02     182       <NA>
2   2012-09-01 23:59:59       H 2012-08-05 2012-09-01      28       <NA>
3   2014-01-14 23:59:59       H 2013-07-19 2014-01-14     180       <NA>
4   2014-03-31 23:59:59       H 2014-03-18 2014-03-31      14       <NA>
5   2014-12-30 23:59:59       H 2014-07-01 2014-12-30     183       <NA>
6   2013-03-09 23:59:59       H 2013-02-12 2013-03-09      26       <NA>
7                  <NA>    <NA>       <NA>       <NA>      NA 2013-12-20
8   2014-07-09 23:59:59       H 2014-01-01 2014-07-09     190       <NA>
9   2012-09-16 23:59:59       H 2012-09-07 2012-09-16      10       <NA>
10  2013-01-23 23:59:59       H 2012-11-30 2013-01-23      55       <NA>
11  2014-09-09 23:59:59       H 2014-03-12 2014-09-09     182       <NA>
12  2014-08-16 23:59:59       H 2014-02-15 2014-08-16     183       <NA>
13  2013-04-28 23:59:59       H 2012-10-28 2013-04-28     183       <NA>
14                 <NA>    <NA>       <NA>       <NA>      NA 2013-09-05
15  2013-06-26 23:59:59       H 2013-05-20 2013-06-26      38       <NA>
16  2014-02-20 23:59:59       H 2013-08-23 2014-02-20     182       <NA>
17  2014-03-16 23:59:59       H 2013-09-23 2014-03-16     175       <NA>
18                 <NA>    <NA>       <NA>       <NA>      NA 2013-04-18
19                 <NA>    <NA>       <NA>       <NA>      NA 2012-09-30
20  2013-03-18 23:59:59       H 2013-02-12 2013-03-18      35       <NA>
21  2013-12-09 23:59:59       H 2013-12-05 2013-12-09       5       <NA>
22  2013-03-24 23:59:59       H 2013-02-15 2013-03-24      38       <NA>
23  2013-01-20 23:59:59       H 2012-07-22 2013-01-20     183       <NA>
24  2013-08-03 23:59:59       H 2013-02-02 2013-08-03     183       <NA>
25  2013-01-12 23:59:59       H 2012-11-15 2013-01-12      59       <NA>
26  2013-09-22 23:59:59       H 2013-03-30 2013-09-22     177       <NA>
27  2014-07-10 23:59:59       H 2014-01-11 2014-07-10     181       <NA>
28                 <NA>    <NA>       <NA>       <NA>      NA 2013-09-22
29  2014-05-31 23:59:59       H 2014-02-07 2014-05-31     114       <NA>
30  2014-07-26 23:59:59       H 2014-01-25 2014-07-26     183       <NA>
31  2013-06-14 23:59:59       H 2013-03-24 2013-06-14      83       <NA>
32  2013-11-05 23:59:59       H 2013-08-29 2013-11-05      69       <NA>
33                 <NA>    <NA>       <NA>       <NA>      NA 2013-12-08
34  2014-11-20 23:59:59       H 2014-05-22 2014-11-20     183       <NA>
35  2013-04-02 23:59:59       H 2012-10-02 2013-04-02     183       <NA>
36  2013-01-26 23:59:59       H 2013-01-05 2013-01-26      22       <NA>
37  2014-03-18 23:59:59       H 2013-10-08 2014-03-18     162       <NA>
38                 <NA>    <NA>       <NA>       <NA>      NA 2014-04-01
39  2013-08-05 23:59:59       H 2013-07-31 2013-08-05       6       <NA>
40  2013-11-27 23:59:59       H 2013-05-30 2013-11-27     182       <NA>
41                 <NA>    <NA>       <NA>       <NA>      NA 2013-09-18
42  2013-08-06 23:59:59       H 2013-02-04 2013-08-06     184       <NA>
43                 <NA>    <NA>       <NA>       <NA>      NA 2013-12-28
44  2014-03-25 23:59:59       H 2014-03-12 2014-03-25      14       <NA>
45  2013-04-28 23:59:59       H 2012-10-28 2013-04-28     183       <NA>
46                 <NA>    <NA>       <NA>       <NA>      NA 2012-11-14
47  2014-03-24 23:59:59       H 2013-09-23 2014-03-24     183       <NA>
48  2013-04-30 23:59:59       H 2013-03-19 2013-04-30      43       <NA>
49  2014-02-05 23:59:59       H 2013-08-08 2014-02-05     182       <NA>
50  2014-04-26 23:59:59       H 2013-10-26 2014-04-26     183       <NA>
51  2013-02-12 23:59:59       H 2013-01-05 2013-02-12      39       <NA>
52  2013-10-13 23:59:59       H 2013-07-26 2013-10-13      80       <NA>
53  2013-08-31 23:59:59       H 2013-03-02 2013-08-31     183       <NA>
54  2013-12-24 23:59:59       H 2013-10-25 2013-12-24      61       <NA>
55  2012-12-04 23:59:59       H 2012-09-02 2012-12-04      94       <NA>
56  2013-03-16 23:59:59       H 2013-01-25 2013-03-16      51       <NA>
57  2013-09-14 23:59:59       H 2013-03-13 2013-09-14     186       <NA>
58  2013-06-13 23:59:59       H 2013-02-20 2013-06-13     114       <NA>
59  2013-12-26 23:59:59       H 2013-12-20 2013-12-26       7       <NA>
60  2013-12-11 23:59:59       H 2013-10-17 2013-12-11      56       <NA>
61  2013-06-29 23:59:59       H 2013-06-16 2013-06-29      14       <NA>
62  2013-09-06 23:59:59       H 2013-03-16 2013-09-06     175       <NA>
63  2013-01-11 23:59:59       H 2012-07-20 2013-01-11     176       <NA>
64  2013-06-03 23:59:59       H 2013-05-13 2013-06-03      22       <NA>
65  2014-04-19 23:59:59       H 2013-11-21 2014-04-19     150       <NA>
66  2013-03-13 23:59:59       H 2012-09-12 2013-03-13     183       <NA>
67  2014-05-07 23:59:59       H 2014-03-17 2014-05-07      52       <NA>
68  2014-03-21 23:59:59       H 2013-09-22 2014-03-21     181       <NA>
69                 <NA>    <NA>       <NA>       <NA>      NA 2014-02-09
70  2012-12-13 23:59:59       H 2012-12-12 2012-12-13       2       <NA>
71  2014-09-11 23:59:59       H 2014-03-12 2014-09-11     184       <NA>
72  2013-02-21 23:59:59       H 2013-01-13 2013-02-21      40       <NA>
73  2013-09-25 23:59:59       H 2013-08-27 2013-09-25      30       <NA>
74  2014-07-08 23:59:59       H 2014-02-21 2014-07-08     138       <NA>
75  2013-11-18 23:59:59       H 2013-10-06 2013-11-18      44       <NA>
76  2013-10-24 23:59:59       H 2013-09-27 2013-10-24      28       <NA>
77  2013-12-22 23:59:59       H 2013-10-24 2013-12-22      60       <NA>
78  2014-03-20 23:59:59       H 2014-01-22 2014-03-20      58       <NA>
79  2013-06-17 23:59:59       H 2013-03-15 2013-06-17      95       <NA>
80  2013-07-07 23:59:59       H 2013-01-23 2013-07-07     166       <NA>
81  2014-02-01 23:59:59       H 2013-12-02 2014-02-01      62       <NA>
82  2014-03-31 23:59:59       H 2013-10-02 2014-03-31     181       <NA>
83  2014-05-16 23:59:59       H 2013-10-31 2014-05-16     198       <NA>
84  2013-04-04 23:59:59       H 2012-09-19 2013-04-04     198       <NA>
85  2013-05-27 23:59:59       H 2012-11-19 2013-05-27     190       <NA>
86  2013-04-04 23:59:59       H 2013-03-21 2013-04-04      15       <NA>
87  2013-10-09 23:59:59       H 2013-08-25 2013-10-09      46       <NA>
88  2012-11-04 23:59:59       H 2012-08-30 2012-11-04      67       <NA>
89  2013-12-06 23:59:59       H 2013-10-13 2013-12-06      55       <NA>
90  2013-08-05 23:59:59       H 2013-07-08 2013-08-05      29       <NA>
91  2014-07-04 23:59:59       H 2014-04-23 2014-07-04      73       <NA>
92  2014-02-14 23:59:59       H 2013-12-09 2014-02-14      68       <NA>
93  2014-04-18 23:59:59       H 2013-10-12 2014-04-18     189       <NA>
94  2013-06-11 23:59:59       H 2012-12-07 2013-06-11     187       <NA>
95  2013-01-09 23:59:59       H 2012-11-17 2013-01-09      54       <NA>
96  2014-11-01 23:59:59       H 2014-05-11 2014-11-01     175       <NA>
97                 <NA>    <NA>       <NA>       <NA>      NA 2013-09-01
98                 <NA>    <NA> 2013-07-05       <NA>      NA       <NA>
99  2013-12-18 23:59:59       H 2013-11-27 2013-12-18      22       <NA>
100                <NA>    <NA>       <NA>       <NA>      NA 2013-12-02
101 2013-12-05 23:59:59       H 2013-08-05 2013-12-05     123       <NA>
102                <NA>    <NA>       <NA>       <NA>      NA 2014-02-23
103 2014-01-26 23:59:59       H 2014-01-08 2014-01-26      19       <NA>
104 2013-09-28 23:59:59       H 2013-09-16 2013-09-28      13       <NA>
105                <NA>    <NA>       <NA>       <NA>      NA 2013-02-26
106 2014-07-25 23:59:59       H 2014-01-17 2014-07-25     190       <NA>
107 2014-02-27 23:59:59       H 2013-11-28 2014-02-27      92       <NA>
108 2013-06-24 23:59:59       H 2012-12-26 2013-06-24     181       <NA>
109 2014-05-13 23:59:59       H 2013-10-14 2014-05-13     212       <NA>
110 2013-12-30 23:59:59       H 2013-12-16 2013-12-30      15       <NA>
111 2014-01-23 23:59:59       H 2013-11-02 2014-01-23      83       <NA>
112 2013-09-08 23:59:59       H 2013-03-10 2013-09-08     183       <NA>
113 2014-01-25 23:59:59       H 2014-01-04 2014-01-25      22       <NA>
114                <NA>    <NA> 2013-05-13       <NA>      NA       <NA>
115 2013-02-01 23:59:59       H 2012-09-07 2013-02-01     148       <NA>
116                <NA>    <NA>       <NA>       <NA>      NA 2013-01-14
117 2013-12-19 23:59:59       H 2013-06-23 2013-12-19     180       <NA>
118 2014-07-28 23:59:59       H 2013-12-31 2014-07-28     210       <NA>
119 2013-06-18 23:59:59       H 2013-05-14 2013-06-18      36       <NA>
120 2012-09-24 23:59:59       H 2012-09-15 2012-09-24      10       <NA>
121 2013-12-24 23:59:59       H 2013-12-20 2013-12-24       5       <NA>
122 2014-04-26 23:59:59       H 2013-10-28 2014-04-26     181       <NA>
123                <NA>    <NA>       <NA>       <NA>      NA 2012-10-12
124                <NA>    <NA>       <NA>       <NA>      NA 2014-02-14
125                <NA>    <NA>       <NA>       <NA>      NA 2013-07-25
126                <NA>    <NA>       <NA>       <NA>      NA 2012-10-13
127 2014-01-01 23:59:59       H 2013-12-20 2014-01-01      13       <NA>
128 2013-03-01 23:59:59       H 2013-02-09 2013-03-01      21       <NA>
129                <NA>    <NA>       <NA>       <NA>      NA 2014-02-14
130                <NA>    <NA>       <NA>       <NA>      NA 2013-02-07
131 2013-11-11 23:59:59       H 2013-05-09 2013-11-11     187       <NA>
132 2013-04-28 23:59:59       H 2012-10-22 2013-04-28     189       <NA>
133                <NA>    <NA>       <NA>       <NA>      NA 2014-01-23
134 2014-03-21 23:59:59       H 2014-02-08 2014-03-21      42       <NA>
135 2013-06-04 23:59:59       H 2012-12-06 2013-06-04     181       <NA>
136 2014-04-06 23:59:59       H 2013-12-29 2014-04-06      99       <NA>
137                <NA>    <NA>       <NA>       <NA>      NA 2013-01-14
138 2013-02-22 23:59:59       H 2013-02-09 2013-02-22      14       <NA>
139 2012-11-29 23:59:59       H 2012-10-24 2012-11-29      37       <NA>
140 2013-09-21 23:59:59       H 2013-09-21 2013-09-21       1       <NA>
141                <NA>    <NA>       <NA>       <NA>      NA 2012-08-13
142 2013-11-05 23:59:59       H 2013-05-07 2013-11-05     183       <NA>
143 2013-03-22 23:59:59       H 2013-02-06 2013-03-22      45       <NA>
144 2014-03-08 23:59:59       H 2013-09-10 2014-03-08     180       <NA>
145 2013-12-12 23:59:59       H 2013-06-14 2013-12-12     182       <NA>
146 2013-05-03 23:59:59       H 2013-01-25 2013-05-03      99       <NA>
147 2014-03-01 23:59:59       H 2013-08-23 2014-03-01     191       <NA>
148 2013-06-05 23:59:59       H 2012-12-07 2013-06-05     181       <NA>
149 2013-06-28 23:59:59       H 2012-12-29 2013-06-28     182       <NA>
150 2013-06-18 23:59:59       H 2013-04-20 2013-06-18      60       <NA>
151 2014-02-13 23:59:59       H 2013-08-05 2014-02-13     193       <NA>
152                <NA>    <NA>       <NA>       <NA>      NA 2013-09-16
153 2013-08-28 23:59:59       H 2013-07-04 2013-08-28      56       <NA>
154 2013-04-19 23:59:59       H 2013-04-12 2013-04-19       8       <NA>
155 2014-01-28 23:59:59       H 2013-09-03 2014-01-28     148       <NA>
156 2014-07-02 23:59:59       H 2013-12-26 2014-07-02     189       <NA>
157 2013-12-14 23:59:59       H 2013-11-09 2013-12-14      36       <NA>
158 2014-04-08 23:59:59       H 2013-10-08 2014-04-08     183       <NA>
159 2012-08-28 23:59:59       H 2012-07-31 2012-08-28      29       <NA>
160 2013-06-01 23:59:59       H 2012-12-01 2013-06-01     183       <NA>
161 2013-06-26 23:59:59       H 2012-12-25 2013-06-26     184       <NA>
162 2014-04-27 23:59:59       H 2014-01-18 2014-04-27     100       <NA>
163 2014-10-09 23:59:59       H 2014-04-12 2014-10-09     181       <NA>
164 2014-04-25 23:59:59       H 2013-10-25 2014-04-25     183       <NA>
165 2013-03-27 23:59:59       H 2013-01-15 2013-03-27      72       <NA>
166 2013-09-26 23:59:59       H 2013-08-02 2013-09-26      56       <NA>
167 2013-06-11 23:59:59       H 2013-03-04 2013-06-11     100       <NA>
168                <NA>    <NA>       <NA>       <NA>      NA 2013-11-18
169                <NA>    <NA>       <NA>       <NA>      NA 2014-01-17
170 2013-08-06 23:59:59       H 2013-05-15 2013-08-06      84       <NA>
171 2013-06-13 23:59:59       H 2013-01-26 2013-06-13     139       <NA>
172 2013-05-23 23:59:59       H 2013-03-24 2013-05-23      61       <NA>
173 2014-01-17 23:59:59       H 2013-07-19 2014-01-17     183       <NA>
174 2014-06-16 23:59:59       H 2014-02-03 2014-06-16     134       <NA>
175 2013-12-19 23:59:59       H 2013-06-19 2013-12-19     184       <NA>
176 2014-10-19 23:59:59       H 2014-04-20 2014-10-19     183       <NA>
177 2013-10-02 23:59:59       H 2013-04-05 2013-10-02     181       <NA>
178 2013-08-25 23:59:59       H 2013-08-15 2013-08-25      11       <NA>
179 2013-06-24 23:59:59       H 2012-12-23 2013-06-24     184       <NA>
180 2013-03-07 23:59:59       H 2013-03-03 2013-03-07       5       <NA>
181 2014-01-18 23:59:59       H 2014-01-14 2014-01-18       5       <NA>
182 2013-08-09 23:59:59       H 2013-02-10 2013-08-09     181       <NA>
183 2013-10-29 23:59:59       H 2013-09-27 2013-10-29      33       <NA>
184 2014-08-29 23:59:59       H 2014-02-28 2014-08-29     183       <NA>
185 2013-08-13 23:59:59       H 2013-06-03 2013-08-13      72       <NA>
186 2013-02-10 23:59:59       H 2012-12-26 2013-02-10      47       <NA>
187 2013-07-05 23:59:59       H 2013-01-01 2013-07-05     186       <NA>
188 2013-01-22 23:59:59       H 2012-09-08 2013-01-22     137       <NA>
189 2014-05-18 23:59:59       H 2013-11-17 2014-05-18     183       <NA>
190 2014-03-23 23:59:59       H 2013-09-17 2014-03-23     188       <NA>
191 2013-08-01 23:59:59       H 2013-07-22 2013-08-01      11       <NA>
192                <NA>    <NA>       <NA>       <NA>      NA 2013-03-05
193 2013-11-13 23:59:59       H 2013-10-11 2013-11-13      34       <NA>
194 2012-10-20 23:59:59       H 2012-10-02 2012-10-20      19       <NA>
195                <NA>    <NA>       <NA>       <NA>      NA 2013-11-16
196 2014-04-27 23:59:59       H 2014-03-29 2014-04-27      30       <NA>
197 2013-03-19 23:59:59       H 2012-11-30 2013-03-19     110       <NA>
198 2014-05-17 23:59:59       H 2013-11-16 2014-05-17     183       <NA>
199 2013-05-12 23:59:59       H 2012-11-10 2013-05-12     184       <NA>
200 2013-03-27 23:59:59       H 2012-09-26 2013-03-27     183       <NA>
201 2014-06-28 23:59:59       H 2013-12-28 2014-06-28     183       <NA>
202                <NA>    <NA>       <NA>       <NA>      NA 2013-11-29
203 2013-10-11 23:59:59       H 2013-06-13 2013-10-11     121       <NA>
204 2014-03-01 23:59:59       H 2014-02-12 2014-03-01      18       <NA>
205 2012-11-21 23:59:59       H 2012-09-27 2012-11-21      56       <NA>
206 2013-02-26 23:59:59       H 2012-12-24 2013-02-26      65       <NA>
207 2013-02-15 23:59:59       H 2012-12-15 2013-02-15      63       <NA>
208 2013-05-23 23:59:59       H 2013-04-24 2013-05-23      30       <NA>
209 2013-07-06 23:59:59       H 2013-02-27 2013-07-06     130       <NA>
210                <NA>    <NA>       <NA>       <NA>      NA 2013-12-30
211 2013-05-01 23:59:59       H 2012-11-11 2013-05-01     172       <NA>
212 2013-02-09 23:59:59       H 2012-09-17 2013-02-09     146       <NA>
213 2014-04-24 23:59:59       H 2013-10-23 2014-04-24     184       <NA>
214                <NA>    <NA>       <NA>       <NA>      NA 2014-04-21
215                <NA>    <NA>       <NA>       <NA>      NA 2013-06-02
216 2013-02-18 23:59:59       H 2012-10-29 2013-02-18     113       <NA>
217 2013-07-12 23:59:59       H 2013-01-05 2013-07-12     189       <NA>
218                <NA>    <NA>       <NA>       <NA>      NA 2013-12-13
219 2013-04-29 23:59:59       H 2013-04-03 2013-04-29      27       <NA>
220                <NA>    <NA>       <NA>       <NA>      NA 2014-03-17
221 2013-02-10 23:59:59       H 2012-07-29 2013-02-10     197       <NA>
222 2013-05-30 23:59:59       H 2013-04-03 2013-05-30      58       <NA>
223                <NA>    <NA>       <NA>       <NA>      NA 2012-11-08
224                <NA>    <NA>       <NA>       <NA>      NA 2012-10-04
225                <NA>    <NA>       <NA>       <NA>      NA 2013-10-24
226                <NA>    <NA>       <NA>       <NA>      NA 2014-02-28
227                <NA>    <NA>       <NA>       <NA>      NA 2014-03-27
228                <NA>    <NA>       <NA>       <NA>      NA 2013-08-05
229                <NA>    <NA>       <NA>       <NA>      NA 2013-12-20
230 2013-02-05 23:59:59       H 2013-01-27 2013-02-05      10       <NA>
231 2014-03-24 23:59:59       H 2013-09-15 2014-03-24     191       <NA>
232 2014-10-05 23:59:59       H 2014-03-30 2014-10-05     190       <NA>
233 2013-05-06 23:59:59       H 2012-10-31 2013-05-06     188       <NA>
234 2013-07-01 23:59:59       H 2013-05-31 2013-07-01      32       <NA>
235 2014-02-05 23:59:59       H 2013-08-09 2014-02-05     181       <NA>
236 2013-11-22 23:59:59       H 2013-05-27 2013-11-22     180       <NA>
237 2013-03-25 23:59:59       H 2012-09-19 2013-03-25     188       <NA>
238 2014-07-28 23:59:59       H 2014-01-27 2014-07-28     183       <NA>
239 2014-05-16 23:59:59       H 2014-01-19 2014-05-16     118       <NA>
240 2014-10-16 23:59:59       H 2014-04-17 2014-10-16     183       <NA>
241 2013-10-08 23:59:59       H 2013-08-08 2013-10-08      62       <NA>
242 2013-10-23 23:59:59       H 2013-04-26 2013-10-23     181       <NA>
243 2014-06-17 23:59:59       H 2013-12-04 2014-06-17     196       <NA>
244 2013-09-07 23:59:59       H 2013-02-26 2013-09-07     194       <NA>
245 2013-08-19 23:59:59       H 2013-08-15 2013-08-19       5       <NA>
246 2013-08-18 23:59:59       H 2013-02-16 2013-08-18     184       <NA>
247 2013-05-07 23:59:59       H 2013-02-26 2013-05-07      71       <NA>
248                <NA>    <NA>       <NA>       <NA>      NA 2014-04-17
249 2014-01-25 23:59:59       H 2013-12-13 2014-01-25      44       <NA>
250 2013-05-27 23:59:59       H 2012-11-18 2013-05-27     191       <NA>
251                <NA>    <NA>       <NA>       <NA>      NA 2013-01-22
252 2013-03-05 23:59:59       H 2013-02-17 2013-03-05      17       <NA>
253 2014-04-21 23:59:59       H 2014-02-11 2014-04-21      70       <NA>
254                <NA>    <NA>       <NA>       <NA>      NA 2013-06-03
255 2013-10-02 23:59:59       H 2013-04-03 2013-10-02     183       <NA>
256 2013-07-07 23:59:59       H 2013-07-06 2013-07-07       2       <NA>
257                <NA>    <NA>       <NA>       <NA>      NA 2012-10-24
258                <NA>    <NA>       <NA>       <NA>      NA 2014-03-29
259 2013-01-20 23:59:59       H 2012-07-09 2013-01-20     196       <NA>
260 2014-10-16 23:59:59       H 2014-04-02 2014-10-16     198       <NA>
261 2014-01-02 23:59:59       H 2013-12-28 2014-01-02       6       <NA>
262 2013-11-03 23:59:59       H 2013-04-27 2013-11-03     191       <NA>
263                <NA>    <NA>       <NA>       <NA>      NA 2014-02-14
264 2013-08-25 23:59:59       H 2013-05-09 2013-08-25     109       <NA>
265 2013-08-01 23:59:59       H 2013-06-08 2013-08-01      55       <NA>
266 2013-01-24 23:59:59       H 2012-12-19 2013-01-24      37       <NA>
267 2014-09-20 23:59:59       H 2014-03-20 2014-09-20     185       <NA>
268 2013-08-10 23:59:59       H 2013-02-12 2013-08-10     180       <NA>
269 2013-05-11 23:59:59       H 2013-02-01 2013-05-11     100       <NA>
270 2014-04-04 23:59:59       H 2013-10-02 2014-04-04     185       <NA>
271 2013-10-11 23:59:59       H 2013-04-05 2013-10-11     190       <NA>
272 2013-04-12 23:59:59       H 2012-10-08 2013-04-12     187       <NA>
273 2015-03-05 23:59:59       H 2014-09-02 2015-03-05     185       <NA>
274 2013-02-27 23:59:59       H 2012-10-09 2013-02-27     142       <NA>
275 2013-03-31 23:59:59       H 2013-02-20 2013-03-31      40       <NA>
276                <NA>    <NA>       <NA>       <NA>      NA 2013-08-15
277 2013-06-28 23:59:59       H 2013-04-08 2013-06-28      82       <NA>
278                <NA>    <NA>       <NA>       <NA>      NA 2013-08-06
279 2013-10-07 23:59:59       H 2013-08-28 2013-10-07      41       <NA>
280 2014-09-21 23:59:59       H 2014-05-14 2014-09-21     131       <NA>
281                <NA>    <NA>       <NA>       <NA>      NA 2013-11-25
282 2014-01-09 23:59:59       H 2013-07-04 2014-01-09     190       <NA>
283 2013-02-27 23:59:59       H 2012-12-14 2013-02-27      76       <NA>
284 2013-11-20 23:59:59       H 2013-05-05 2013-11-20     200       <NA>
285 2014-07-22 23:59:59       H 2014-01-22 2014-07-22     182       <NA>
286 2014-06-17 23:59:59       H 2013-12-16 2014-06-17     184       <NA>
287 2014-07-16 23:59:59       H 2014-01-14 2014-07-16     184       <NA>
288 2014-07-28 23:59:59       H 2014-01-27 2014-07-28     183       <NA>
289 2013-07-24 23:59:59       H 2013-01-22 2013-07-24     184       <NA>
290 2014-02-21 23:59:59       H 2013-12-19 2014-02-21      65       <NA>
291 2014-03-14 23:59:59       H 2014-01-11 2014-03-14      63       <NA>
292 2013-10-14 23:59:59       H 2013-05-01 2013-10-14     167       <NA>
293 2014-03-03 23:59:59       H 2013-09-01 2014-03-03     184       <NA>
294 2013-07-16 23:59:59       H 2013-07-07 2013-07-16      10       <NA>
295 2012-10-31 23:59:59       H 2012-09-19 2012-10-31      43       <NA>
296 2013-07-31 23:59:59       H 2013-02-17 2013-07-31     165       <NA>
297 2013-11-17 23:59:59       H 2013-05-19 2013-11-17     183       <NA>
298 2013-07-29 23:59:59       H 2013-01-19 2013-07-29     192       <NA>
299 2013-10-12 23:59:59       H 2013-09-16 2013-10-12      27       <NA>
300 2013-11-29 23:59:59       H 2013-09-21 2013-11-29      70       <NA>
301 2014-01-31 23:59:59       H 2013-09-21 2014-01-31     133       <NA>
302 2014-01-09 23:59:59       H 2013-07-10 2014-01-09     184       <NA>
303 2013-04-18 23:59:59       H 2013-02-01 2013-04-18      77       <NA>
304 2013-08-29 23:59:59       H 2013-02-28 2013-08-29     183       <NA>
305 2013-08-01 23:59:59       H 2013-04-26 2013-08-01      98       <NA>
306 2013-02-11 23:59:59       H 2012-12-17 2013-02-11      57       <NA>
         EOSDT       EOSSTT      FRVDT     RANDDT      DTHDT DTHDTF DTHADY
1   2014-07-02    COMPLETED       <NA> 2014-01-02       <NA>   <NA>     NA
2   2012-09-02 DISCONTINUED 2013-02-18 2012-08-05       <NA>   <NA>     NA
3   2014-01-14    COMPLETED       <NA> 2013-07-19       <NA>   <NA>     NA
4   2014-04-14 DISCONTINUED 2014-09-15 2014-03-18       <NA>   <NA>     NA
5   2014-12-30    COMPLETED       <NA> 2014-07-01       <NA>   <NA>     NA
6   2013-03-29 DISCONTINUED 2013-07-28 2013-02-12       <NA>   <NA>     NA
7         <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
8   2014-07-09    COMPLETED       <NA> 2014-01-01       <NA>   <NA>     NA
9   2012-09-17 DISCONTINUED 2013-02-22 2012-09-07       <NA>   <NA>     NA
10  2013-01-23 DISCONTINUED 2013-05-20 2012-11-30       <NA>   <NA>     NA
11  2014-09-09    COMPLETED       <NA> 2014-03-12       <NA>   <NA>     NA
12  2014-08-16    COMPLETED       <NA> 2014-02-15       <NA>   <NA>     NA
13  2013-04-29    COMPLETED       <NA> 2012-10-28       <NA>   <NA>     NA
14        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
15  2013-06-30 DISCONTINUED       <NA> 2013-05-20       <NA>   <NA>     NA
16  2014-02-20    COMPLETED       <NA> 2013-08-23       <NA>   <NA>     NA
17  2014-04-01    COMPLETED       <NA> 2013-09-23       <NA>   <NA>     NA
18        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
19        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
20  2013-03-23 DISCONTINUED       <NA> 2013-02-12       <NA>   <NA>     NA
21  2013-12-12 DISCONTINUED 2014-05-23 2013-12-05       <NA>   <NA>     NA
22  2013-03-25 DISCONTINUED 2013-08-04 2013-02-15       <NA>   <NA>     NA
23  2013-01-20    COMPLETED       <NA> 2012-07-22       <NA>   <NA>     NA
24  2013-08-03    COMPLETED       <NA> 2013-02-02       <NA>   <NA>     NA
25  2013-01-14 DISCONTINUED       <NA> 2012-11-15 2013-01-14   <NA>     61
26  2013-09-22    COMPLETED       <NA> 2013-03-30       <NA>   <NA>     NA
27  2014-07-11    COMPLETED       <NA> 2014-01-11       <NA>   <NA>     NA
28        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
29  2014-06-14 DISCONTINUED       <NA> 2014-02-07       <NA>   <NA>     NA
30  2014-07-26    COMPLETED       <NA> 2014-01-25       <NA>   <NA>     NA
31  2013-06-14 DISCONTINUED 2013-10-08 2013-03-24       <NA>   <NA>     NA
32  2013-11-05 DISCONTINUED 2014-02-13 2013-08-29       <NA>   <NA>     NA
33        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
34  2014-11-20    COMPLETED       <NA> 2014-05-22       <NA>   <NA>     NA
35  2013-04-02    COMPLETED       <NA> 2012-10-02       <NA>   <NA>     NA
36  2013-02-07 DISCONTINUED       <NA> 2013-01-05       <NA>   <NA>     NA
37  2014-03-18 DISCONTINUED       <NA> 2013-10-08       <NA>   <NA>     NA
38        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
39  2013-08-14 DISCONTINUED 2014-02-11 2013-07-31       <NA>   <NA>     NA
40  2013-11-27    COMPLETED       <NA> 2013-05-30       <NA>   <NA>     NA
41        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
42  2013-08-06    COMPLETED       <NA> 2013-02-04       <NA>   <NA>     NA
43        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
44  2014-03-25 DISCONTINUED 2014-08-27 2014-03-12       <NA>   <NA>     NA
45  2013-04-28    COMPLETED       <NA> 2012-10-28       <NA>   <NA>     NA
46        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
47  2014-03-24    COMPLETED       <NA> 2013-09-23       <NA>   <NA>     NA
48  2013-04-30 DISCONTINUED       <NA> 2013-03-19       <NA>   <NA>     NA
49  2014-02-05    COMPLETED       <NA> 2013-08-08       <NA>   <NA>     NA
50  2014-04-26    COMPLETED       <NA> 2013-10-26       <NA>   <NA>     NA
51  2013-02-13 DISCONTINUED 2013-06-20 2013-01-05       <NA>   <NA>     NA
52  2013-11-17 DISCONTINUED       <NA> 2013-07-26       <NA>   <NA>     NA
53  2013-08-31    COMPLETED       <NA> 2013-03-02       <NA>   <NA>     NA
54  2013-12-24 DISCONTINUED       <NA> 2013-10-25       <NA>   <NA>     NA
55  2012-12-24 DISCONTINUED 2013-03-26 2012-09-02       <NA>   <NA>     NA
56  2013-03-29 DISCONTINUED       <NA> 2013-01-25       <NA>   <NA>     NA
57  2013-09-14    COMPLETED       <NA> 2013-03-13       <NA>   <NA>     NA
58  2013-06-13 DISCONTINUED 2013-08-24 2013-02-20       <NA>   <NA>     NA
59  2013-12-31 DISCONTINUED       <NA> 2013-12-20       <NA>   <NA>     NA
60  2013-12-12 DISCONTINUED       <NA> 2013-10-17       <NA>   <NA>     NA
61  2013-07-22 DISCONTINUED       <NA> 2013-06-16       <NA>   <NA>     NA
62  2013-09-06    COMPLETED       <NA> 2013-03-16       <NA>   <NA>     NA
63  2013-01-21 DISCONTINUED       <NA> 2012-07-20       <NA>   <NA>     NA
64  2013-06-22 DISCONTINUED       <NA> 2013-05-13       <NA>   <NA>     NA
65  2014-05-19 DISCONTINUED       <NA> 2013-11-21       <NA>   <NA>     NA
66  2013-03-13    COMPLETED       <NA> 2012-09-12       <NA>   <NA>     NA
67  2014-05-24 DISCONTINUED       <NA> 2014-03-17       <NA>   <NA>     NA
68  2014-03-21    COMPLETED       <NA> 2013-09-22       <NA>   <NA>     NA
69        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
70  2012-12-19 DISCONTINUED       <NA> 2012-12-12       <NA>   <NA>     NA
71  2014-09-11    COMPLETED       <NA> 2014-03-12       <NA>   <NA>     NA
72  2013-02-25 DISCONTINUED       <NA> 2013-01-13       <NA>   <NA>     NA
73  2013-10-02 DISCONTINUED       <NA> 2013-08-27       <NA>   <NA>     NA
74  2014-07-09 DISCONTINUED       <NA> 2014-02-21       <NA>   <NA>     NA
75  2013-11-24 DISCONTINUED       <NA> 2013-10-06       <NA>   <NA>     NA
76  2013-11-29 DISCONTINUED       <NA> 2013-09-27       <NA>   <NA>     NA
77  2013-12-24 DISCONTINUED       <NA> 2013-10-24       <NA>   <NA>     NA
78  2014-03-31 DISCONTINUED       <NA> 2014-01-22       <NA>   <NA>     NA
79  2013-06-20 DISCONTINUED 2013-12-25 2013-03-15       <NA>   <NA>     NA
80  2013-07-08 DISCONTINUED       <NA> 2013-01-23       <NA>   <NA>     NA
81  2014-02-03 DISCONTINUED       <NA> 2013-12-02       <NA>   <NA>     NA
82  2014-03-31    COMPLETED       <NA> 2013-10-02       <NA>   <NA>     NA
83  2014-05-16    COMPLETED       <NA> 2013-10-31       <NA>   <NA>     NA
84  2013-04-04    COMPLETED       <NA> 2012-09-19       <NA>   <NA>     NA
85  2013-05-27    COMPLETED       <NA> 2012-11-19       <NA>   <NA>     NA
86  2013-07-14 DISCONTINUED       <NA> 2013-03-21       <NA>   <NA>     NA
87  2013-10-31 DISCONTINUED       <NA> 2013-08-25       <NA>   <NA>     NA
88  2013-01-18 DISCONTINUED       <NA> 2012-08-30       <NA>   <NA>     NA
89  2013-12-06 DISCONTINUED       <NA> 2013-10-13       <NA>   <NA>     NA
90  2013-08-08 DISCONTINUED       <NA> 2013-07-08       <NA>   <NA>     NA
91  2014-08-06 DISCONTINUED       <NA> 2014-04-23       <NA>   <NA>     NA
92  2014-02-16 DISCONTINUED       <NA> 2013-12-09       <NA>   <NA>     NA
93  2014-04-18    COMPLETED       <NA> 2013-10-12       <NA>   <NA>     NA
94  2013-06-19    COMPLETED       <NA> 2012-12-07       <NA>   <NA>     NA
95  2013-01-12 DISCONTINUED       <NA> 2012-11-17       <NA>   <NA>     NA
96  2014-11-01 DISCONTINUED       <NA> 2014-05-11 2014-11-01   <NA>    175
97        <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
98  2013-07-12 DISCONTINUED       <NA> 2013-07-05       <NA>   <NA>     NA
99  2014-05-11 DISCONTINUED       <NA> 2013-11-27       <NA>   <NA>     NA
100       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
101 2013-12-05 DISCONTINUED 2014-02-06 2013-08-05       <NA>   <NA>     NA
102       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
103 2014-02-07 DISCONTINUED       <NA> 2014-01-08       <NA>   <NA>     NA
104 2013-09-29 DISCONTINUED       <NA> 2013-09-16       <NA>   <NA>     NA
105       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
106 2014-07-25    COMPLETED       <NA> 2014-01-17       <NA>   <NA>     NA
107 2014-03-17 DISCONTINUED       <NA> 2013-11-28       <NA>   <NA>     NA
108 2013-06-24    COMPLETED       <NA> 2012-12-26       <NA>   <NA>     NA
109 2014-05-14    COMPLETED       <NA> 2013-10-14       <NA>   <NA>     NA
110 2014-06-02 DISCONTINUED       <NA> 2013-12-16       <NA>   <NA>     NA
111 2014-01-23 DISCONTINUED       <NA> 2013-11-02       <NA>   <NA>     NA
112 2013-09-08    COMPLETED       <NA> 2013-03-10       <NA>   <NA>     NA
113 2014-03-07 DISCONTINUED       <NA> 2014-01-04       <NA>   <NA>     NA
114 2013-05-13 DISCONTINUED       <NA> 2013-05-13       <NA>   <NA>     NA
115 2013-02-20 DISCONTINUED       <NA> 2012-09-07       <NA>   <NA>     NA
116       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
117 2013-12-19    COMPLETED       <NA> 2013-06-23       <NA>   <NA>     NA
118 2014-07-29    COMPLETED       <NA> 2013-12-31       <NA>   <NA>     NA
119 2013-06-25 DISCONTINUED 2013-11-26 2013-05-14       <NA>   <NA>     NA
120 2012-09-29 DISCONTINUED 2013-06-22 2012-09-15       <NA>   <NA>     NA
121 2014-01-08 DISCONTINUED       <NA> 2013-12-20       <NA>   <NA>     NA
122 2014-04-27    COMPLETED       <NA> 2013-10-28       <NA>   <NA>     NA
123       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
124       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
125       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
126       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
127 2014-01-23 DISCONTINUED       <NA> 2013-12-20       <NA>   <NA>     NA
128 2013-03-09 DISCONTINUED       <NA> 2013-02-09       <NA>   <NA>     NA
129       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
130       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
131 2013-11-11    COMPLETED       <NA> 2013-05-09       <NA>   <NA>     NA
132 2013-04-28    COMPLETED       <NA> 2012-10-22       <NA>   <NA>     NA
133       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
134 2014-03-22 DISCONTINUED       <NA> 2014-02-08       <NA>   <NA>     NA
135 2013-06-04    COMPLETED       <NA> 2012-12-06       <NA>   <NA>     NA
136 2014-04-06 DISCONTINUED       <NA> 2013-12-29       <NA>   <NA>     NA
137       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
138 2013-02-26 DISCONTINUED       <NA> 2013-02-09       <NA>   <NA>     NA
139 2012-12-06 DISCONTINUED       <NA> 2012-10-24       <NA>   <NA>     NA
140 2013-09-26 DISCONTINUED       <NA> 2013-09-21       <NA>   <NA>     NA
141       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
142 2013-11-05    COMPLETED       <NA> 2013-05-07       <NA>   <NA>     NA
143 2013-04-04 DISCONTINUED       <NA> 2013-02-06       <NA>   <NA>     NA
144 2014-03-08    COMPLETED       <NA> 2013-09-10       <NA>   <NA>     NA
145 2013-12-12    COMPLETED       <NA> 2013-06-14       <NA>   <NA>     NA
146 2013-05-08 DISCONTINUED       <NA> 2013-01-25       <NA>   <NA>     NA
147 2014-03-01    COMPLETED       <NA> 2013-08-23       <NA>   <NA>     NA
148 2013-06-05    COMPLETED       <NA> 2012-12-07       <NA>   <NA>     NA
149 2013-06-28    COMPLETED       <NA> 2012-12-29       <NA>   <NA>     NA
150 2013-06-18 DISCONTINUED       <NA> 2013-04-20       <NA>   <NA>     NA
151 2014-02-13    COMPLETED       <NA> 2013-08-05       <NA>   <NA>     NA
152       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
153 2013-09-10 DISCONTINUED       <NA> 2013-07-04       <NA>   <NA>     NA
154 2013-05-10 DISCONTINUED       <NA> 2013-04-12       <NA>   <NA>     NA
155 2014-01-28 DISCONTINUED       <NA> 2013-09-03       <NA>   <NA>     NA
156 2014-07-02    COMPLETED       <NA> 2013-12-26       <NA>   <NA>     NA
157 2014-01-31 DISCONTINUED       <NA> 2013-11-09       <NA>   <NA>     NA
158 2014-04-08    COMPLETED       <NA> 2013-10-08       <NA>   <NA>     NA
159 2012-09-01 DISCONTINUED       <NA> 2012-07-31       <NA>   <NA>     NA
160 2013-06-01    COMPLETED       <NA> 2012-12-01       <NA>   <NA>     NA
161 2013-06-26    COMPLETED       <NA> 2012-12-25       <NA>   <NA>     NA
162 2014-05-10 DISCONTINUED       <NA> 2014-01-18       <NA>   <NA>     NA
163 2014-10-09    COMPLETED       <NA> 2014-04-12       <NA>   <NA>     NA
164 2014-04-25    COMPLETED       <NA> 2013-10-25       <NA>   <NA>     NA
165 2013-03-31 DISCONTINUED       <NA> 2013-01-15       <NA>   <NA>     NA
166 2013-09-27 DISCONTINUED       <NA> 2013-08-02       <NA>   <NA>     NA
167 2013-06-25 DISCONTINUED       <NA> 2013-03-04       <NA>   <NA>     NA
168       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
169       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
170 2013-08-07 DISCONTINUED       <NA> 2013-05-15       <NA>   <NA>     NA
171 2013-06-13 DISCONTINUED       <NA> 2013-01-26       <NA>   <NA>     NA
172 2013-05-31 DISCONTINUED       <NA> 2013-03-24       <NA>   <NA>     NA
173 2014-01-17    COMPLETED       <NA> 2013-07-19       <NA>   <NA>     NA
174 2014-06-25 DISCONTINUED       <NA> 2014-02-03       <NA>   <NA>     NA
175 2013-12-19    COMPLETED       <NA> 2013-06-19       <NA>   <NA>     NA
176 2014-10-19    COMPLETED       <NA> 2014-04-20       <NA>   <NA>     NA
177 2013-10-02    COMPLETED       <NA> 2013-04-05       <NA>   <NA>     NA
178 2013-08-29 DISCONTINUED       <NA> 2013-08-15       <NA>   <NA>     NA
179 2013-06-24    COMPLETED       <NA> 2012-12-23       <NA>   <NA>     NA
180 2013-03-08 DISCONTINUED       <NA> 2013-03-03       <NA>   <NA>     NA
181 2014-01-18 DISCONTINUED       <NA> 2014-01-14       <NA>   <NA>     NA
182 2013-08-10    COMPLETED       <NA> 2013-02-10       <NA>   <NA>     NA
183 2013-11-12 DISCONTINUED       <NA> 2013-09-27       <NA>   <NA>     NA
184 2014-08-29    COMPLETED       <NA> 2014-02-28       <NA>   <NA>     NA
185 2013-08-17 DISCONTINUED       <NA> 2013-06-03       <NA>   <NA>     NA
186 2013-02-15 DISCONTINUED       <NA> 2012-12-26       <NA>   <NA>     NA
187 2013-07-05    COMPLETED       <NA> 2013-01-01       <NA>   <NA>     NA
188 2013-02-23 DISCONTINUED       <NA> 2012-09-08       <NA>   <NA>     NA
189 2014-05-18    COMPLETED       <NA> 2013-11-17       <NA>   <NA>     NA
190 2014-03-23    COMPLETED       <NA> 2013-09-17       <NA>   <NA>     NA
191 2013-08-02 DISCONTINUED       <NA> 2013-07-22 2013-08-02   <NA>     12
192       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
193 2013-11-13 DISCONTINUED       <NA> 2013-10-11       <NA>   <NA>     NA
194 2012-10-23 DISCONTINUED       <NA> 2012-10-02       <NA>   <NA>     NA
195       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
196 2014-05-09 DISCONTINUED       <NA> 2014-03-29       <NA>   <NA>     NA
197 2013-03-30 DISCONTINUED       <NA> 2012-11-30       <NA>   <NA>     NA
198 2014-05-17    COMPLETED       <NA> 2013-11-16       <NA>   <NA>     NA
199 2013-05-12    COMPLETED       <NA> 2012-11-10       <NA>   <NA>     NA
200 2013-03-27    COMPLETED       <NA> 2012-09-26       <NA>   <NA>     NA
201 2014-06-28    COMPLETED       <NA> 2013-12-28       <NA>   <NA>     NA
202       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
203 2013-10-12 DISCONTINUED       <NA> 2013-06-13       <NA>   <NA>     NA
204 2014-03-01 DISCONTINUED       <NA> 2014-02-12       <NA>   <NA>     NA
205 2012-12-02 DISCONTINUED       <NA> 2012-09-27       <NA>   <NA>     NA
206 2013-03-03 DISCONTINUED       <NA> 2012-12-24       <NA>   <NA>     NA
207 2013-02-19 DISCONTINUED       <NA> 2012-12-15       <NA>   <NA>     NA
208 2013-05-25 DISCONTINUED       <NA> 2013-04-24       <NA>   <NA>     NA
209 2013-07-16 DISCONTINUED       <NA> 2013-02-27       <NA>   <NA>     NA
210       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
211 2013-05-01    COMPLETED       <NA> 2012-11-11       <NA>   <NA>     NA
212 2013-03-12 DISCONTINUED       <NA> 2012-09-17       <NA>   <NA>     NA
213 2014-04-24    COMPLETED       <NA> 2013-10-23       <NA>   <NA>     NA
214       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
215       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
216 2013-02-18 DISCONTINUED       <NA> 2012-10-29       <NA>   <NA>     NA
217 2013-07-12    COMPLETED       <NA> 2013-01-05       <NA>   <NA>     NA
218       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
219 2013-05-02 DISCONTINUED 2013-09-18 2013-04-03       <NA>   <NA>     NA
220       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
221 2013-02-10    COMPLETED       <NA> 2012-07-29       <NA>   <NA>     NA
222 2013-06-01 DISCONTINUED 2013-09-22 2013-04-03       <NA>   <NA>     NA
223       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
224       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
225       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
226       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
227       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
228       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
229       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
230 2013-02-06 DISCONTINUED       <NA> 2013-01-27       <NA>   <NA>     NA
231 2014-03-24    COMPLETED       <NA> 2013-09-15       <NA>   <NA>     NA
232 2014-10-05    COMPLETED       <NA> 2014-03-30       <NA>   <NA>     NA
233 2013-05-06    COMPLETED       <NA> 2012-10-31       <NA>   <NA>     NA
234 2013-08-06 DISCONTINUED       <NA> 2013-05-31       <NA>   <NA>     NA
235 2014-02-05    COMPLETED       <NA> 2013-08-09       <NA>   <NA>     NA
236 2013-11-22    COMPLETED       <NA> 2013-05-27       <NA>   <NA>     NA
237 2013-03-25    COMPLETED       <NA> 2012-09-19       <NA>   <NA>     NA
238 2014-07-28    COMPLETED       <NA> 2014-01-27       <NA>   <NA>     NA
239 2014-05-17 DISCONTINUED 2014-07-27 2014-01-19       <NA>   <NA>     NA
240 2014-10-16    COMPLETED       <NA> 2014-04-17       <NA>   <NA>     NA
241 2013-10-16 DISCONTINUED       <NA> 2013-08-08       <NA>   <NA>     NA
242 2013-10-23    COMPLETED       <NA> 2013-04-26       <NA>   <NA>     NA
243 2014-06-17    COMPLETED       <NA> 2013-12-04       <NA>   <NA>     NA
244 2013-09-07    COMPLETED       <NA> 2013-02-26       <NA>   <NA>     NA
245 2013-08-22 DISCONTINUED       <NA> 2013-08-15       <NA>   <NA>     NA
246 2013-08-18    COMPLETED       <NA> 2013-02-16       <NA>   <NA>     NA
247 2013-05-13 DISCONTINUED 2013-08-14 2013-02-26       <NA>   <NA>     NA
248       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
249 2014-04-26 DISCONTINUED       <NA> 2013-12-13       <NA>   <NA>     NA
250 2013-06-01    COMPLETED       <NA> 2012-11-18       <NA>   <NA>     NA
251       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
252 2013-03-18 DISCONTINUED       <NA> 2013-02-17       <NA>   <NA>     NA
253 2014-04-22 DISCONTINUED       <NA> 2014-02-11       <NA>   <NA>     NA
254       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
255 2013-10-03    COMPLETED       <NA> 2013-04-03       <NA>   <NA>     NA
256 2013-07-13 DISCONTINUED 2014-01-11 2013-07-06       <NA>   <NA>     NA
257       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
258       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
259 2013-01-20    COMPLETED       <NA> 2012-07-09       <NA>   <NA>     NA
260 2014-10-16    COMPLETED       <NA> 2014-04-02       <NA>   <NA>     NA
261 2014-01-10 DISCONTINUED       <NA> 2013-12-28       <NA>   <NA>     NA
262 2013-11-03    COMPLETED       <NA> 2013-04-27       <NA>   <NA>     NA
263       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
264 2013-08-28 DISCONTINUED 2013-11-17 2013-05-09       <NA>   <NA>     NA
265 2013-08-01 DISCONTINUED 2013-12-16 2013-06-08       <NA>   <NA>     NA
266 2013-01-26 DISCONTINUED 2013-06-22 2012-12-19       <NA>   <NA>     NA
267 2014-09-20    COMPLETED       <NA> 2014-03-20       <NA>   <NA>     NA
268 2013-08-10    COMPLETED       <NA> 2013-02-12       <NA>   <NA>     NA
269 2013-06-07 DISCONTINUED 2013-08-13 2013-02-01       <NA>   <NA>     NA
270 2014-04-05    COMPLETED       <NA> 2013-10-02       <NA>   <NA>     NA
271 2013-10-11    COMPLETED       <NA> 2013-04-05       <NA>   <NA>     NA
272 2013-04-13    COMPLETED       <NA> 2012-10-08       <NA>   <NA>     NA
273 2015-03-05    COMPLETED       <NA> 2014-09-02       <NA>   <NA>     NA
274 2013-03-03 DISCONTINUED 2013-04-08 2012-10-09       <NA>   <NA>     NA
275 2013-04-02 DISCONTINUED       <NA> 2013-02-20       <NA>   <NA>     NA
276       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
277 2013-07-06 DISCONTINUED 2013-10-07 2013-04-08       <NA>   <NA>     NA
278       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
279 2013-10-07 DISCONTINUED       <NA> 2013-08-28       <NA>   <NA>     NA
280 2014-09-30 DISCONTINUED 2014-11-15 2014-05-14       <NA>   <NA>     NA
281       <NA>         <NA>       <NA>       <NA>       <NA>   <NA>     NA
282 2014-01-09    COMPLETED       <NA> 2013-07-04       <NA>   <NA>     NA
283 2013-02-28 DISCONTINUED       <NA> 2012-12-14       <NA>   <NA>     NA
284 2013-11-20    COMPLETED       <NA> 2013-05-05       <NA>   <NA>     NA
285 2014-07-22    COMPLETED       <NA> 2014-01-22       <NA>   <NA>     NA
286 2014-06-17    COMPLETED       <NA> 2013-12-16       <NA>   <NA>     NA
287 2014-07-16    COMPLETED       <NA> 2014-01-14       <NA>   <NA>     NA
288 2014-07-28    COMPLETED       <NA> 2014-01-27       <NA>   <NA>     NA
289 2013-07-24    COMPLETED       <NA> 2013-01-22       <NA>   <NA>     NA
290 2014-02-21 DISCONTINUED       <NA> 2013-12-19       <NA>   <NA>     NA
291 2014-03-14 DISCONTINUED       <NA> 2014-01-11       <NA>   <NA>     NA
292 2013-10-20 DISCONTINUED       <NA> 2013-05-01       <NA>   <NA>     NA
293 2014-03-04    COMPLETED       <NA> 2013-09-01       <NA>   <NA>     NA
294 2013-07-30 DISCONTINUED       <NA> 2013-07-07       <NA>   <NA>     NA
295 2012-11-06 DISCONTINUED 2013-03-05 2012-09-19       <NA>   <NA>     NA
296 2013-08-02 DISCONTINUED       <NA> 2013-02-17       <NA>   <NA>     NA
297 2013-11-17    COMPLETED       <NA> 2013-05-19       <NA>   <NA>     NA
298 2013-07-31    COMPLETED       <NA> 2013-01-19       <NA>   <NA>     NA
299 2013-11-03 DISCONTINUED 2014-03-15 2013-09-16       <NA>   <NA>     NA
300 2013-11-29 DISCONTINUED 2014-03-21 2013-09-21       <NA>   <NA>     NA
301 2014-02-08 DISCONTINUED 2014-03-08 2013-09-21       <NA>   <NA>     NA
302 2014-01-09    COMPLETED       <NA> 2013-07-10       <NA>   <NA>     NA
303 2013-05-01 DISCONTINUED 2013-07-24 2013-02-01       <NA>   <NA>     NA
304 2013-08-29    COMPLETED       <NA> 2013-02-28       <NA>   <NA>     NA
305 2013-08-08 DISCONTINUED       <NA> 2013-04-26       <NA>   <NA>     NA
306 2013-02-18 DISCONTINUED 2013-06-03 2012-12-17       <NA>   <NA>     NA
    LDDTHELD               DTHCAUS DTHDOM       DTHCGR1   LSTALVDT SAFFL
1         NA                  <NA>   <NA>          <NA> 2014-07-02     Y
2         NA                  <NA>   <NA>          <NA> 2012-09-02     Y
3         NA                  <NA>   <NA>          <NA> 2014-01-14     Y
4         NA                  <NA>   <NA>          <NA> 2014-04-14     Y
5         NA                  <NA>   <NA>          <NA> 2014-12-30     Y
6         NA                  <NA>   <NA>          <NA> 2013-04-07     Y
7         NA                  <NA>   <NA>          <NA>       <NA>     N
8         NA                  <NA>   <NA>          <NA> 2014-07-09     Y
9         NA                  <NA>   <NA>          <NA> 2012-09-17     Y
10        NA                  <NA>   <NA>          <NA> 2013-01-23     Y
11        NA                  <NA>   <NA>          <NA> 2014-09-09     Y
12        NA                  <NA>   <NA>          <NA> 2014-08-16     Y
13        NA                  <NA>   <NA>          <NA> 2013-04-29     Y
14        NA                  <NA>   <NA>          <NA>       <NA>     N
15        NA                  <NA>   <NA>          <NA> 2013-06-30     Y
16        NA                  <NA>   <NA>          <NA> 2014-02-20     Y
17        NA                  <NA>   <NA>          <NA> 2014-04-01     Y
18        NA                  <NA>   <NA>          <NA>       <NA>     N
19        NA                  <NA>   <NA>          <NA>       <NA>     N
20        NA                  <NA>   <NA>          <NA> 2013-03-23     Y
21        NA                  <NA>   <NA>          <NA> 2013-12-12     Y
22        NA                  <NA>   <NA>          <NA> 2013-03-25     Y
23        NA                  <NA>   <NA>          <NA> 2013-01-20     Y
24        NA                  <NA>   <NA>          <NA> 2013-08-03     Y
25         2          SUDDEN DEATH     AE ADVERSE EVENT 2013-01-14     Y
26        NA                  <NA>   <NA>          <NA> 2013-09-22     Y
27        NA                  <NA>   <NA>          <NA> 2014-07-11     Y
28        NA                  <NA>   <NA>          <NA>       <NA>     N
29        NA                  <NA>   <NA>          <NA> 2014-06-14     Y
30        NA                  <NA>   <NA>          <NA> 2014-07-26     Y
31        NA                  <NA>   <NA>          <NA> 2013-06-14     Y
32        NA                  <NA>   <NA>          <NA> 2013-11-05     Y
33        NA                  <NA>   <NA>          <NA>       <NA>     N
34        NA                  <NA>   <NA>          <NA> 2014-11-20     Y
35        NA                  <NA>   <NA>          <NA> 2013-04-02     Y
36        NA                  <NA>   <NA>          <NA> 2013-02-07     Y
37        NA                  <NA>   <NA>          <NA> 2014-03-18     Y
38        NA                  <NA>   <NA>          <NA>       <NA>     N
39        NA                  <NA>   <NA>          <NA> 2013-08-14     Y
40        NA                  <NA>   <NA>          <NA> 2013-11-27     Y
41        NA                  <NA>   <NA>          <NA>       <NA>     N
42        NA                  <NA>   <NA>          <NA> 2013-08-06     Y
43        NA                  <NA>   <NA>          <NA>       <NA>     N
44        NA                  <NA>   <NA>          <NA> 2014-03-25     Y
45        NA                  <NA>   <NA>          <NA> 2013-04-28     Y
46        NA                  <NA>   <NA>          <NA>       <NA>     N
47        NA                  <NA>   <NA>          <NA> 2014-03-24     Y
48        NA                  <NA>   <NA>          <NA> 2013-04-30     Y
49        NA                  <NA>   <NA>          <NA> 2014-02-05     Y
50        NA                  <NA>   <NA>          <NA> 2014-04-26     Y
51        NA                  <NA>   <NA>          <NA> 2013-02-13     Y
52        NA                  <NA>   <NA>          <NA> 2013-11-17     Y
53        NA                  <NA>   <NA>          <NA> 2013-08-31     Y
54        NA                  <NA>   <NA>          <NA> 2013-12-24     Y
55        NA                  <NA>   <NA>          <NA> 2013-01-02     Y
56        NA                  <NA>   <NA>          <NA> 2013-03-16     Y
57        NA                  <NA>   <NA>          <NA> 2013-09-14     Y
58        NA                  <NA>   <NA>          <NA> 2013-06-13     Y
59        NA                  <NA>   <NA>          <NA> 2013-12-31     Y
60        NA                  <NA>   <NA>          <NA> 2013-12-12     Y
61        NA                  <NA>   <NA>          <NA> 2013-06-29     Y
62        NA                  <NA>   <NA>          <NA> 2013-09-06     Y
63        NA                  <NA>   <NA>          <NA> 2013-01-25     Y
64        NA                  <NA>   <NA>          <NA> 2013-06-03     Y
65        NA                  <NA>   <NA>          <NA> 2014-05-19     Y
66        NA                  <NA>   <NA>          <NA> 2013-03-13     Y
67        NA                  <NA>   <NA>          <NA> 2014-05-24     Y
68        NA                  <NA>   <NA>          <NA> 2014-03-21     Y
69        NA                  <NA>   <NA>          <NA>       <NA>     N
70        NA                  <NA>   <NA>          <NA> 2012-12-19     Y
71        NA                  <NA>   <NA>          <NA> 2014-09-11     Y
72        NA                  <NA>   <NA>          <NA> 2013-02-25     Y
73        NA                  <NA>   <NA>          <NA> 2013-09-27     Y
74        NA                  <NA>   <NA>          <NA> 2014-07-09     Y
75        NA                  <NA>   <NA>          <NA> 2013-11-22     Y
76        NA                  <NA>   <NA>          <NA> 2013-11-29     Y
77        NA                  <NA>   <NA>          <NA> 2013-12-24     Y
78        NA                  <NA>   <NA>          <NA> 2014-03-31     Y
79        NA                  <NA>   <NA>          <NA> 2013-06-20     Y
80        NA                  <NA>   <NA>          <NA> 2013-07-08     Y
81        NA                  <NA>   <NA>          <NA> 2014-02-03     Y
82        NA                  <NA>   <NA>          <NA> 2014-03-31     Y
83        NA                  <NA>   <NA>          <NA> 2014-05-16     Y
84        NA                  <NA>   <NA>          <NA> 2013-04-04     Y
85        NA                  <NA>   <NA>          <NA> 2013-05-27     Y
86        NA                  <NA>   <NA>          <NA> 2013-07-11     Y
87        NA                  <NA>   <NA>          <NA> 2013-10-31     Y
88        NA                  <NA>   <NA>          <NA> 2012-11-04     Y
89        NA                  <NA>   <NA>          <NA> 2013-12-23     Y
90        NA                  <NA>   <NA>          <NA> 2013-08-05     Y
91        NA                  <NA>   <NA>          <NA> 2014-08-06     Y
92        NA                  <NA>   <NA>          <NA> 2014-02-24     Y
93        NA                  <NA>   <NA>          <NA> 2014-04-18     Y
94        NA                  <NA>   <NA>          <NA> 2013-06-19     Y
95        NA                  <NA>   <NA>          <NA> 2013-01-12     Y
96         0     COMPLETED SUICIDE     AE ADVERSE EVENT 2014-11-01     Y
97        NA                  <NA>   <NA>          <NA>       <NA>     N
98        NA                  <NA>   <NA>          <NA> 2013-06-30     Y
99        NA                  <NA>   <NA>          <NA> 2014-05-11     Y
100       NA                  <NA>   <NA>          <NA>       <NA>     N
101       NA                  <NA>   <NA>          <NA> 2013-12-05     Y
102       NA                  <NA>   <NA>          <NA>       <NA>     N
103       NA                  <NA>   <NA>          <NA> 2014-02-07     Y
104       NA                  <NA>   <NA>          <NA> 2013-09-29     Y
105       NA                  <NA>   <NA>          <NA>       <NA>     N
106       NA                  <NA>   <NA>          <NA> 2014-07-25     Y
107       NA                  <NA>   <NA>          <NA> 2014-03-17     Y
108       NA                  <NA>   <NA>          <NA> 2013-06-24     Y
109       NA                  <NA>   <NA>          <NA> 2014-05-14     Y
110       NA                  <NA>   <NA>          <NA> 2014-04-07     Y
111       NA                  <NA>   <NA>          <NA> 2014-01-23     Y
112       NA                  <NA>   <NA>          <NA> 2013-09-08     Y
113       NA                  <NA>   <NA>          <NA> 2014-02-07     Y
114       NA                  <NA>   <NA>          <NA> 2013-05-09     Y
115       NA                  <NA>   <NA>          <NA> 2013-02-20     Y
116       NA                  <NA>   <NA>          <NA>       <NA>     N
117       NA                  <NA>   <NA>          <NA> 2013-12-19     Y
118       NA                  <NA>   <NA>          <NA> 2014-07-29     Y
119       NA                  <NA>   <NA>          <NA> 2013-06-25     Y
120       NA                  <NA>   <NA>          <NA> 2012-09-29     Y
121       NA                  <NA>   <NA>          <NA> 2014-01-08     Y
122       NA                  <NA>   <NA>          <NA> 2014-04-27     Y
123       NA                  <NA>   <NA>          <NA>       <NA>     N
124       NA                  <NA>   <NA>          <NA>       <NA>     N
125       NA                  <NA>   <NA>          <NA>       <NA>     N
126       NA                  <NA>   <NA>          <NA>       <NA>     N
127       NA                  <NA>   <NA>          <NA> 2014-01-23     Y
128       NA                  <NA>   <NA>          <NA> 2013-03-09     Y
129       NA                  <NA>   <NA>          <NA>       <NA>     N
130       NA                  <NA>   <NA>          <NA>       <NA>     N
131       NA                  <NA>   <NA>          <NA> 2013-11-11     Y
132       NA                  <NA>   <NA>          <NA> 2013-04-28     Y
133       NA                  <NA>   <NA>          <NA>       <NA>     N
134       NA                  <NA>   <NA>          <NA> 2014-03-22     Y
135       NA                  <NA>   <NA>          <NA> 2013-06-04     Y
136       NA                  <NA>   <NA>          <NA> 2014-04-06     Y
137       NA                  <NA>   <NA>          <NA>       <NA>     N
138       NA                  <NA>   <NA>          <NA> 2013-02-22     Y
139       NA                  <NA>   <NA>          <NA> 2012-12-13     Y
140       NA                  <NA>   <NA>          <NA> 2013-09-21     Y
141       NA                  <NA>   <NA>          <NA>       <NA>     N
142       NA                  <NA>   <NA>          <NA> 2013-11-05     Y
143       NA                  <NA>   <NA>          <NA> 2013-04-04     Y
144       NA                  <NA>   <NA>          <NA> 2014-03-08     Y
145       NA                  <NA>   <NA>          <NA> 2013-12-12     Y
146       NA                  <NA>   <NA>          <NA> 2013-05-08     Y
147       NA                  <NA>   <NA>          <NA> 2014-03-01     Y
148       NA                  <NA>   <NA>          <NA> 2013-06-05     Y
149       NA                  <NA>   <NA>          <NA> 2013-06-28     Y
150       NA                  <NA>   <NA>          <NA> 2013-06-25     Y
151       NA                  <NA>   <NA>          <NA> 2014-02-13     Y
152       NA                  <NA>   <NA>          <NA>       <NA>     N
153       NA                  <NA>   <NA>          <NA> 2013-09-10     Y
154       NA                  <NA>   <NA>          <NA> 2013-04-19     Y
155       NA                  <NA>   <NA>          <NA> 2014-01-28     Y
156       NA                  <NA>   <NA>          <NA> 2014-07-02     Y
157       NA                  <NA>   <NA>          <NA> 2014-01-31     Y
158       NA                  <NA>   <NA>          <NA> 2014-04-08     Y
159       NA                  <NA>   <NA>          <NA> 2012-09-01     Y
160       NA                  <NA>   <NA>          <NA> 2013-06-01     Y
161       NA                  <NA>   <NA>          <NA> 2013-06-26     Y
162       NA                  <NA>   <NA>          <NA> 2014-05-10     Y
163       NA                  <NA>   <NA>          <NA> 2014-10-09     Y
164       NA                  <NA>   <NA>          <NA> 2014-04-25     Y
165       NA                  <NA>   <NA>          <NA> 2013-03-31     Y
166       NA                  <NA>   <NA>          <NA> 2013-10-11     Y
167       NA                  <NA>   <NA>          <NA> 2013-06-25     Y
168       NA                  <NA>   <NA>          <NA>       <NA>     N
169       NA                  <NA>   <NA>          <NA>       <NA>     N
170       NA                  <NA>   <NA>          <NA> 2013-08-07     Y
171       NA                  <NA>   <NA>          <NA> 2013-06-13     Y
172       NA                  <NA>   <NA>          <NA> 2013-05-31     Y
173       NA                  <NA>   <NA>          <NA> 2014-01-17     Y
174       NA                  <NA>   <NA>          <NA> 2014-06-25     Y
175       NA                  <NA>   <NA>          <NA> 2013-12-19     Y
176       NA                  <NA>   <NA>          <NA> 2014-10-19     Y
177       NA                  <NA>   <NA>          <NA> 2013-10-02     Y
178       NA                  <NA>   <NA>          <NA> 2013-08-29     Y
179       NA                  <NA>   <NA>          <NA> 2013-06-24     Y
180       NA                  <NA>   <NA>          <NA> 2013-03-17     Y
181       NA                  <NA>   <NA>          <NA> 2014-01-20     Y
182       NA                  <NA>   <NA>          <NA> 2013-08-10     Y
183       NA                  <NA>   <NA>          <NA> 2013-11-12     Y
184       NA                  <NA>   <NA>          <NA> 2014-08-29     Y
185       NA                  <NA>   <NA>          <NA> 2013-08-17     Y
186       NA                  <NA>   <NA>          <NA> 2013-02-26     Y
187       NA                  <NA>   <NA>          <NA> 2013-07-05     Y
188       NA                  <NA>   <NA>          <NA> 2013-02-10     Y
189       NA                  <NA>   <NA>          <NA> 2014-05-18     Y
190       NA                  <NA>   <NA>          <NA> 2014-03-23     Y
191        1 MYOCARDIAL INFARCTION     AE ADVERSE EVENT 2013-08-02     Y
192       NA                  <NA>   <NA>          <NA>       <NA>     N
193       NA                  <NA>   <NA>          <NA> 2013-11-13     Y
194       NA                  <NA>   <NA>          <NA> 2012-10-23     Y
195       NA                  <NA>   <NA>          <NA>       <NA>     N
196       NA                  <NA>   <NA>          <NA> 2014-05-09     Y
197       NA                  <NA>   <NA>          <NA> 2013-03-30     Y
198       NA                  <NA>   <NA>          <NA> 2014-05-17     Y
199       NA                  <NA>   <NA>          <NA> 2013-05-12     Y
200       NA                  <NA>   <NA>          <NA> 2013-03-27     Y
201       NA                  <NA>   <NA>          <NA> 2014-06-28     Y
202       NA                  <NA>   <NA>          <NA>       <NA>     N
203       NA                  <NA>   <NA>          <NA> 2013-10-12     Y
204       NA                  <NA>   <NA>          <NA> 2014-03-01     Y
205       NA                  <NA>   <NA>          <NA> 2012-11-26     Y
206       NA                  <NA>   <NA>          <NA> 2013-03-07     Y
207       NA                  <NA>   <NA>          <NA> 2013-02-19     Y
208       NA                  <NA>   <NA>          <NA> 2013-05-24     Y
209       NA                  <NA>   <NA>          <NA> 2013-07-16     Y
210       NA                  <NA>   <NA>          <NA>       <NA>     N
211       NA                  <NA>   <NA>          <NA> 2013-05-01     Y
212       NA                  <NA>   <NA>          <NA> 2013-02-09     Y
213       NA                  <NA>   <NA>          <NA> 2014-04-24     Y
214       NA                  <NA>   <NA>          <NA>       <NA>     N
215       NA                  <NA>   <NA>          <NA>       <NA>     N
216       NA                  <NA>   <NA>          <NA> 2013-02-18     Y
217       NA                  <NA>   <NA>          <NA> 2013-07-12     Y
218       NA                  <NA>   <NA>          <NA>       <NA>     N
219       NA                  <NA>   <NA>          <NA> 2013-05-02     Y
220       NA                  <NA>   <NA>          <NA>       <NA>     N
221       NA                  <NA>   <NA>          <NA> 2013-02-10     Y
222       NA                  <NA>   <NA>          <NA> 2013-06-01     Y
223       NA                  <NA>   <NA>          <NA>       <NA>     N
224       NA                  <NA>   <NA>          <NA>       <NA>     N
225       NA                  <NA>   <NA>          <NA>       <NA>     N
226       NA                  <NA>   <NA>          <NA>       <NA>     N
227       NA                  <NA>   <NA>          <NA>       <NA>     N
228       NA                  <NA>   <NA>          <NA>       <NA>     N
229       NA                  <NA>   <NA>          <NA>       <NA>     N
230       NA                  <NA>   <NA>          <NA> 2013-02-06     Y
231       NA                  <NA>   <NA>          <NA> 2014-03-24     Y
232       NA                  <NA>   <NA>          <NA> 2014-10-05     Y
233       NA                  <NA>   <NA>          <NA> 2013-05-06     Y
234       NA                  <NA>   <NA>          <NA> 2013-08-06     Y
235       NA                  <NA>   <NA>          <NA> 2014-02-05     Y
236       NA                  <NA>   <NA>          <NA> 2013-11-22     Y
237       NA                  <NA>   <NA>          <NA> 2013-03-25     Y
238       NA                  <NA>   <NA>          <NA> 2014-07-28     Y
239       NA                  <NA>   <NA>          <NA> 2014-05-23     Y
240       NA                  <NA>   <NA>          <NA> 2014-10-16     Y
241       NA                  <NA>   <NA>          <NA> 2013-10-16     Y
242       NA                  <NA>   <NA>          <NA> 2013-10-23     Y
243       NA                  <NA>   <NA>          <NA> 2014-06-17     Y
244       NA                  <NA>   <NA>          <NA> 2013-09-07     Y
245       NA                  <NA>   <NA>          <NA> 2013-08-22     Y
246       NA                  <NA>   <NA>          <NA> 2013-08-18     Y
247       NA                  <NA>   <NA>          <NA> 2013-08-14     Y
248       NA                  <NA>   <NA>          <NA>       <NA>     N
249       NA                  <NA>   <NA>          <NA> 2014-01-25     Y
250       NA                  <NA>   <NA>          <NA> 2013-06-01     Y
251       NA                  <NA>   <NA>          <NA>       <NA>     N
252       NA                  <NA>   <NA>          <NA> 2013-03-18     Y
253       NA                  <NA>   <NA>          <NA> 2014-04-22     Y
254       NA                  <NA>   <NA>          <NA>       <NA>     N
255       NA                  <NA>   <NA>          <NA> 2013-10-03     Y
256       NA                  <NA>   <NA>          <NA> 2013-07-13     Y
257       NA                  <NA>   <NA>          <NA>       <NA>     N
258       NA                  <NA>   <NA>          <NA>       <NA>     N
259       NA                  <NA>   <NA>          <NA> 2013-01-20     Y
260       NA                  <NA>   <NA>          <NA> 2014-10-16     Y
261       NA                  <NA>   <NA>          <NA> 2014-01-10     Y
262       NA                  <NA>   <NA>          <NA> 2013-11-03     Y
263       NA                  <NA>   <NA>          <NA>       <NA>     N
264       NA                  <NA>   <NA>          <NA> 2013-08-28     Y
265       NA                  <NA>   <NA>          <NA> 2013-08-01     Y
266       NA                  <NA>   <NA>          <NA> 2013-01-26     Y
267       NA                  <NA>   <NA>          <NA> 2014-09-20     Y
268       NA                  <NA>   <NA>          <NA> 2013-08-10     Y
269       NA                  <NA>   <NA>          <NA> 2013-06-07     Y
270       NA                  <NA>   <NA>          <NA> 2014-04-05     Y
271       NA                  <NA>   <NA>          <NA> 2013-10-11     Y
272       NA                  <NA>   <NA>          <NA> 2013-04-13     Y
273       NA                  <NA>   <NA>          <NA> 2015-03-05     Y
274       NA                  <NA>   <NA>          <NA> 2013-03-03     Y
275       NA                  <NA>   <NA>          <NA> 2013-04-02     Y
276       NA                  <NA>   <NA>          <NA>       <NA>     N
277       NA                  <NA>   <NA>          <NA> 2013-07-06     Y
278       NA                  <NA>   <NA>          <NA>       <NA>     N
279       NA                  <NA>   <NA>          <NA> 2013-10-07     Y
280       NA                  <NA>   <NA>          <NA> 2014-09-30     Y
281       NA                  <NA>   <NA>          <NA>       <NA>     N
282       NA                  <NA>   <NA>          <NA> 2014-01-09     Y
283       NA                  <NA>   <NA>          <NA> 2013-02-28     Y
284       NA                  <NA>   <NA>          <NA> 2013-11-20     Y
285       NA                  <NA>   <NA>          <NA> 2014-07-22     Y
286       NA                  <NA>   <NA>          <NA> 2014-06-17     Y
287       NA                  <NA>   <NA>          <NA> 2014-07-16     Y
288       NA                  <NA>   <NA>          <NA> 2014-07-28     Y
289       NA                  <NA>   <NA>          <NA> 2013-07-24     Y
290       NA                  <NA>   <NA>          <NA> 2014-02-21     Y
291       NA                  <NA>   <NA>          <NA> 2014-03-14     Y
292       NA                  <NA>   <NA>          <NA> 2013-10-20     Y
293       NA                  <NA>   <NA>          <NA> 2014-03-17     Y
294       NA                  <NA>   <NA>          <NA> 2013-07-30     Y
295       NA                  <NA>   <NA>          <NA> 2012-10-31     Y
296       NA                  <NA>   <NA>          <NA> 2013-08-02     Y
297       NA                  <NA>   <NA>          <NA> 2013-11-17     Y
298       NA                  <NA>   <NA>          <NA> 2013-07-31     Y
299       NA                  <NA>   <NA>          <NA> 2013-11-03     Y
300       NA                  <NA>   <NA>          <NA> 2013-11-29     Y
301       NA                  <NA>   <NA>          <NA> 2014-02-19     Y
302       NA                  <NA>   <NA>          <NA> 2014-01-09     Y
303       NA                  <NA>   <NA>          <NA> 2013-05-01     Y
304       NA                  <NA>   <NA>          <NA> 2013-08-29     Y
305       NA                  <NA>   <NA>          <NA> 2013-08-01     Y
306       NA                  <NA>   <NA>          <NA> 2013-02-25     Y
      RACEGR1 AGEGR1 REGION1 LDDTHGR1 DTH30FL DTHA30FL DTHB30FL
1       White  18-64      NA     <NA>    <NA>     <NA>     <NA>
2       White  18-64      NA     <NA>    <NA>     <NA>     <NA>
3       White    >64      NA     <NA>    <NA>     <NA>     <NA>
4       White    >64      NA     <NA>    <NA>     <NA>     <NA>
5       White    >64      NA     <NA>    <NA>     <NA>     <NA>
6       White    >64      NA     <NA>    <NA>     <NA>     <NA>
7       White  18-64      NA     <NA>    <NA>     <NA>     <NA>
8       White    >64      NA     <NA>    <NA>     <NA>     <NA>
9       White    >64      NA     <NA>    <NA>     <NA>     <NA>
10      White    >64      NA     <NA>    <NA>     <NA>     <NA>
11      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
12      White    >64      NA     <NA>    <NA>     <NA>     <NA>
13      White    >64      NA     <NA>    <NA>     <NA>     <NA>
14      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
15      White    >64      NA     <NA>    <NA>     <NA>     <NA>
16      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
17      White    >64      NA     <NA>    <NA>     <NA>     <NA>
18      White    >64      NA     <NA>    <NA>     <NA>     <NA>
19  Non-white  18-64      NA     <NA>    <NA>     <NA>     <NA>
20      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
21      White    >64      NA     <NA>    <NA>     <NA>     <NA>
22      White    >64      NA     <NA>    <NA>     <NA>     <NA>
23      White    >64      NA     <NA>    <NA>     <NA>     <NA>
24  Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
25      White    >64      NA    <= 30       Y     <NA>     <NA>
26      White    >64      NA     <NA>    <NA>     <NA>     <NA>
27      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
28  Non-white  18-64      NA     <NA>    <NA>     <NA>     <NA>
29  Non-white  18-64      NA     <NA>    <NA>     <NA>     <NA>
30      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
31      White    >64      NA     <NA>    <NA>     <NA>     <NA>
32      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
33      White    >64      NA     <NA>    <NA>     <NA>     <NA>
34      White    >64      NA     <NA>    <NA>     <NA>     <NA>
35      White    >64      NA     <NA>    <NA>     <NA>     <NA>
36      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
37      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
38      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
39      White    >64      NA     <NA>    <NA>     <NA>     <NA>
40  Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
41      White    >64      NA     <NA>    <NA>     <NA>     <NA>
42      White    >64      NA     <NA>    <NA>     <NA>     <NA>
43      White    >64      NA     <NA>    <NA>     <NA>     <NA>
44      White    >64      NA     <NA>    <NA>     <NA>     <NA>
45      White    >64      NA     <NA>    <NA>     <NA>     <NA>
46  Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
47      White    >64      NA     <NA>    <NA>     <NA>     <NA>
48      White    >64      NA     <NA>    <NA>     <NA>     <NA>
49      White    >64      NA     <NA>    <NA>     <NA>     <NA>
50  Non-white  18-64      NA     <NA>    <NA>     <NA>     <NA>
51      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
52      White    >64      NA     <NA>    <NA>     <NA>     <NA>
53      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
54      White    >64      NA     <NA>    <NA>     <NA>     <NA>
55      White    >64      NA     <NA>    <NA>     <NA>     <NA>
56      White    >64      NA     <NA>    <NA>     <NA>     <NA>
57      White    >64      NA     <NA>    <NA>     <NA>     <NA>
58      White    >64      NA     <NA>    <NA>     <NA>     <NA>
59      White    >64      NA     <NA>    <NA>     <NA>     <NA>
60      White    >64      NA     <NA>    <NA>     <NA>     <NA>
61  Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
62      White    >64      NA     <NA>    <NA>     <NA>     <NA>
63      White    >64      NA     <NA>    <NA>     <NA>     <NA>
64      White    >64      NA     <NA>    <NA>     <NA>     <NA>
65      White    >64      NA     <NA>    <NA>     <NA>     <NA>
66      White    >64      NA     <NA>    <NA>     <NA>     <NA>
67  Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
68  Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
69  Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
70      White    >64      NA     <NA>    <NA>     <NA>     <NA>
71      White    >64      NA     <NA>    <NA>     <NA>     <NA>
72      White    >64      NA     <NA>    <NA>     <NA>     <NA>
73      White    >64      NA     <NA>    <NA>     <NA>     <NA>
74      White    >64      NA     <NA>    <NA>     <NA>     <NA>
75      White    >64      NA     <NA>    <NA>     <NA>     <NA>
76      White    >64      NA     <NA>    <NA>     <NA>     <NA>
77      White    >64      NA     <NA>    <NA>     <NA>     <NA>
78      White    >64      NA     <NA>    <NA>     <NA>     <NA>
79      White    >64      NA     <NA>    <NA>     <NA>     <NA>
80      White    >64      NA     <NA>    <NA>     <NA>     <NA>
81      White    >64      NA     <NA>    <NA>     <NA>     <NA>
82      White    >64      NA     <NA>    <NA>     <NA>     <NA>
83      White    >64      NA     <NA>    <NA>     <NA>     <NA>
84      White    >64      NA     <NA>    <NA>     <NA>     <NA>
85      White    >64      NA     <NA>    <NA>     <NA>     <NA>
86      White    >64      NA     <NA>    <NA>     <NA>     <NA>
87      White    >64      NA     <NA>    <NA>     <NA>     <NA>
88      White    >64      NA     <NA>    <NA>     <NA>     <NA>
89      White    >64      NA     <NA>    <NA>     <NA>     <NA>
90      White    >64      NA     <NA>    <NA>     <NA>     <NA>
91      White    >64      NA     <NA>    <NA>     <NA>     <NA>
92      White    >64      NA     <NA>    <NA>     <NA>     <NA>
93      White    >64      NA     <NA>    <NA>     <NA>     <NA>
94      White    >64      NA     <NA>    <NA>     <NA>     <NA>
95      White    >64      NA     <NA>    <NA>     <NA>     <NA>
96      White    >64      NA    <= 30       Y     <NA>     <NA>
97      White    >64      NA     <NA>    <NA>     <NA>     <NA>
98      White    >64      NA     <NA>    <NA>     <NA>     <NA>
99      White  18-64      NA     <NA>    <NA>     <NA>     <NA>
100     White    >64      NA     <NA>    <NA>     <NA>     <NA>
101     White    >64      NA     <NA>    <NA>     <NA>     <NA>
102     White    >64      NA     <NA>    <NA>     <NA>     <NA>
103     White    >64      NA     <NA>    <NA>     <NA>     <NA>
104     White    >64      NA     <NA>    <NA>     <NA>     <NA>
105     White    >64      NA     <NA>    <NA>     <NA>     <NA>
106     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
107 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
108 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
109 Non-white  18-64      NA     <NA>    <NA>     <NA>     <NA>
110     White    >64      NA     <NA>    <NA>     <NA>     <NA>
111     White    >64      NA     <NA>    <NA>     <NA>     <NA>
112     White    >64      NA     <NA>    <NA>     <NA>     <NA>
113 Non-white  18-64      NA     <NA>    <NA>     <NA>     <NA>
114     White    >64      NA     <NA>    <NA>     <NA>     <NA>
115     White    >64      NA     <NA>    <NA>     <NA>     <NA>
116     White    >64      NA     <NA>    <NA>     <NA>     <NA>
117     White    >64      NA     <NA>    <NA>     <NA>     <NA>
118 Non-white  18-64      NA     <NA>    <NA>     <NA>     <NA>
119     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
120     White    >64      NA     <NA>    <NA>     <NA>     <NA>
121     White    >64      NA     <NA>    <NA>     <NA>     <NA>
122     White    >64      NA     <NA>    <NA>     <NA>     <NA>
123     White    >64      NA     <NA>    <NA>     <NA>     <NA>
124     White    >64      NA     <NA>    <NA>     <NA>     <NA>
125     White    >64      NA     <NA>    <NA>     <NA>     <NA>
126     White    >64      NA     <NA>    <NA>     <NA>     <NA>
127     White    >64      NA     <NA>    <NA>     <NA>     <NA>
128     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
129 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
130     White    >64      NA     <NA>    <NA>     <NA>     <NA>
131     White    >64      NA     <NA>    <NA>     <NA>     <NA>
132     White    >64      NA     <NA>    <NA>     <NA>     <NA>
133 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
134     White    >64      NA     <NA>    <NA>     <NA>     <NA>
135     White    >64      NA     <NA>    <NA>     <NA>     <NA>
136 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
137     White    >64      NA     <NA>    <NA>     <NA>     <NA>
138     White    >64      NA     <NA>    <NA>     <NA>     <NA>
139     White    >64      NA     <NA>    <NA>     <NA>     <NA>
140     White    >64      NA     <NA>    <NA>     <NA>     <NA>
141     White    >64      NA     <NA>    <NA>     <NA>     <NA>
142     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
143     White    >64      NA     <NA>    <NA>     <NA>     <NA>
144 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
145 Non-white  18-64      NA     <NA>    <NA>     <NA>     <NA>
146     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
147     White    >64      NA     <NA>    <NA>     <NA>     <NA>
148     White    >64      NA     <NA>    <NA>     <NA>     <NA>
149     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
150     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
151     White    >64      NA     <NA>    <NA>     <NA>     <NA>
152     White    >64      NA     <NA>    <NA>     <NA>     <NA>
153 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
154     White    >64      NA     <NA>    <NA>     <NA>     <NA>
155 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
156     White    >64      NA     <NA>    <NA>     <NA>     <NA>
157     White    >64      NA     <NA>    <NA>     <NA>     <NA>
158     White    >64      NA     <NA>    <NA>     <NA>     <NA>
159     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
160     White    >64      NA     <NA>    <NA>     <NA>     <NA>
161     White    >64      NA     <NA>    <NA>     <NA>     <NA>
162     White    >64      NA     <NA>    <NA>     <NA>     <NA>
163     White    >64      NA     <NA>    <NA>     <NA>     <NA>
164     White    >64      NA     <NA>    <NA>     <NA>     <NA>
165     White    >64      NA     <NA>    <NA>     <NA>     <NA>
166     White    >64      NA     <NA>    <NA>     <NA>     <NA>
167     White    >64      NA     <NA>    <NA>     <NA>     <NA>
168     White    >64      NA     <NA>    <NA>     <NA>     <NA>
169     White    >64      NA     <NA>    <NA>     <NA>     <NA>
170     White    >64      NA     <NA>    <NA>     <NA>     <NA>
171     White    >64      NA     <NA>    <NA>     <NA>     <NA>
172     White    >64      NA     <NA>    <NA>     <NA>     <NA>
173     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
174     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
175     White    >64      NA     <NA>    <NA>     <NA>     <NA>
176     White    >64      NA     <NA>    <NA>     <NA>     <NA>
177     White    >64      NA     <NA>    <NA>     <NA>     <NA>
178     White    >64      NA     <NA>    <NA>     <NA>     <NA>
179     White    >64      NA     <NA>    <NA>     <NA>     <NA>
180     White    >64      NA     <NA>    <NA>     <NA>     <NA>
181     White    >64      NA     <NA>    <NA>     <NA>     <NA>
182     White    >64      NA     <NA>    <NA>     <NA>     <NA>
183 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
184     White    >64      NA     <NA>    <NA>     <NA>     <NA>
185     White    >64      NA     <NA>    <NA>     <NA>     <NA>
186     White    >64      NA     <NA>    <NA>     <NA>     <NA>
187     White    >64      NA     <NA>    <NA>     <NA>     <NA>
188     White    >64      NA     <NA>    <NA>     <NA>     <NA>
189     White    >64      NA     <NA>    <NA>     <NA>     <NA>
190     White    >64      NA     <NA>    <NA>     <NA>     <NA>
191     White    >64      NA    <= 30       Y     <NA>        Y
192 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
193 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
194     White    >64      NA     <NA>    <NA>     <NA>     <NA>
195     White    >64      NA     <NA>    <NA>     <NA>     <NA>
196     White    >64      NA     <NA>    <NA>     <NA>     <NA>
197     White    >64      NA     <NA>    <NA>     <NA>     <NA>
198     White    >64      NA     <NA>    <NA>     <NA>     <NA>
199     White    >64      NA     <NA>    <NA>     <NA>     <NA>
200     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
201     White    >64      NA     <NA>    <NA>     <NA>     <NA>
202     White    >64      NA     <NA>    <NA>     <NA>     <NA>
203     White    >64      NA     <NA>    <NA>     <NA>     <NA>
204     White    >64      NA     <NA>    <NA>     <NA>     <NA>
205     White    >64      NA     <NA>    <NA>     <NA>     <NA>
206     White    >64      NA     <NA>    <NA>     <NA>     <NA>
207     White    >64      NA     <NA>    <NA>     <NA>     <NA>
208     White    >64      NA     <NA>    <NA>     <NA>     <NA>
209     White    >64      NA     <NA>    <NA>     <NA>     <NA>
210     White    >64      NA     <NA>    <NA>     <NA>     <NA>
211     White    >64      NA     <NA>    <NA>     <NA>     <NA>
212     White    >64      NA     <NA>    <NA>     <NA>     <NA>
213     White    >64      NA     <NA>    <NA>     <NA>     <NA>
214     White    >64      NA     <NA>    <NA>     <NA>     <NA>
215     White    >64      NA     <NA>    <NA>     <NA>     <NA>
216     White    >64      NA     <NA>    <NA>     <NA>     <NA>
217     White    >64      NA     <NA>    <NA>     <NA>     <NA>
218     White    >64      NA     <NA>    <NA>     <NA>     <NA>
219     White    >64      NA     <NA>    <NA>     <NA>     <NA>
220     White    >64      NA     <NA>    <NA>     <NA>     <NA>
221 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
222     White    >64      NA     <NA>    <NA>     <NA>     <NA>
223 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
224     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
225     White    >64      NA     <NA>    <NA>     <NA>     <NA>
226     White    >64      NA     <NA>    <NA>     <NA>     <NA>
227 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
228     White    >64      NA     <NA>    <NA>     <NA>     <NA>
229     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
230     White    >64      NA     <NA>    <NA>     <NA>     <NA>
231     White    >64      NA     <NA>    <NA>     <NA>     <NA>
232 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
233     White    >64      NA     <NA>    <NA>     <NA>     <NA>
234     White    >64      NA     <NA>    <NA>     <NA>     <NA>
235     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
236     White    >64      NA     <NA>    <NA>     <NA>     <NA>
237     White    >64      NA     <NA>    <NA>     <NA>     <NA>
238     White    >64      NA     <NA>    <NA>     <NA>     <NA>
239     White    >64      NA     <NA>    <NA>     <NA>     <NA>
240     White    >64      NA     <NA>    <NA>     <NA>     <NA>
241     White    >64      NA     <NA>    <NA>     <NA>     <NA>
242     White    >64      NA     <NA>    <NA>     <NA>     <NA>
243 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
244     White    >64      NA     <NA>    <NA>     <NA>     <NA>
245     White    >64      NA     <NA>    <NA>     <NA>     <NA>
246     White    >64      NA     <NA>    <NA>     <NA>     <NA>
247     White    >64      NA     <NA>    <NA>     <NA>     <NA>
248     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
249     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
250     White    >64      NA     <NA>    <NA>     <NA>     <NA>
251     White    >64      NA     <NA>    <NA>     <NA>     <NA>
252     White    >64      NA     <NA>    <NA>     <NA>     <NA>
253     White    >64      NA     <NA>    <NA>     <NA>     <NA>
254     White    >64      NA     <NA>    <NA>     <NA>     <NA>
255     White    >64      NA     <NA>    <NA>     <NA>     <NA>
256     White    >64      NA     <NA>    <NA>     <NA>     <NA>
257     White    >64      NA     <NA>    <NA>     <NA>     <NA>
258     White    >64      NA     <NA>    <NA>     <NA>     <NA>
259     White    >64      NA     <NA>    <NA>     <NA>     <NA>
260     White    >64      NA     <NA>    <NA>     <NA>     <NA>
261     White    >64      NA     <NA>    <NA>     <NA>     <NA>
262     White    >64      NA     <NA>    <NA>     <NA>     <NA>
263     White    >64      NA     <NA>    <NA>     <NA>     <NA>
264     White    >64      NA     <NA>    <NA>     <NA>     <NA>
265     White    >64      NA     <NA>    <NA>     <NA>     <NA>
266     White    >64      NA     <NA>    <NA>     <NA>     <NA>
267     White    >64      NA     <NA>    <NA>     <NA>     <NA>
268     White    >64      NA     <NA>    <NA>     <NA>     <NA>
269     White    >64      NA     <NA>    <NA>     <NA>     <NA>
270     White    >64      NA     <NA>    <NA>     <NA>     <NA>
271     White    >64      NA     <NA>    <NA>     <NA>     <NA>
272     White    >64      NA     <NA>    <NA>     <NA>     <NA>
273     White    >64      NA     <NA>    <NA>     <NA>     <NA>
274     White    >64      NA     <NA>    <NA>     <NA>     <NA>
275     White    >64      NA     <NA>    <NA>     <NA>     <NA>
276     White    >64      NA     <NA>    <NA>     <NA>     <NA>
277     White    >64      NA     <NA>    <NA>     <NA>     <NA>
278     White    >64      NA     <NA>    <NA>     <NA>     <NA>
279     White    >64      NA     <NA>    <NA>     <NA>     <NA>
280     White    >64      NA     <NA>    <NA>     <NA>     <NA>
281     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
282     White    >64      NA     <NA>    <NA>     <NA>     <NA>
283     White    >64      NA     <NA>    <NA>     <NA>     <NA>
284     White    >64      NA     <NA>    <NA>     <NA>     <NA>
285     White    >64      NA     <NA>    <NA>     <NA>     <NA>
286     White    >64      NA     <NA>    <NA>     <NA>     <NA>
287     White    >64      NA     <NA>    <NA>     <NA>     <NA>
288     White    >64      NA     <NA>    <NA>     <NA>     <NA>
289     White    >64      NA     <NA>    <NA>     <NA>     <NA>
290     White    >64      NA     <NA>    <NA>     <NA>     <NA>
291     White  18-64      NA     <NA>    <NA>     <NA>     <NA>
292     White    >64      NA     <NA>    <NA>     <NA>     <NA>
293     White    >64      NA     <NA>    <NA>     <NA>     <NA>
294     White    >64      NA     <NA>    <NA>     <NA>     <NA>
295     White    >64      NA     <NA>    <NA>     <NA>     <NA>
296 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>
297     White    >64      NA     <NA>    <NA>     <NA>     <NA>
298     White    >64      NA     <NA>    <NA>     <NA>     <NA>
299     White    >64      NA     <NA>    <NA>     <NA>     <NA>
300     White    >64      NA     <NA>    <NA>     <NA>     <NA>
301     White    >64      NA     <NA>    <NA>     <NA>     <NA>
302     White    >64      NA     <NA>    <NA>     <NA>     <NA>
303     White    >64      NA     <NA>    <NA>     <NA>     <NA>
304     White    >64      NA     <NA>    <NA>     <NA>     <NA>
305     White    >64      NA     <NA>    <NA>     <NA>     <NA>
306 Non-white    >64      NA     <NA>    <NA>     <NA>     <NA>

Step 5b: Inspect Dataset-JSON Object Attributes

class, top-level, column

str(attributes(adsl_restored))

List of 9
 $ names                      : chr [1:54] "STUDYID" "USUBJID" "SUBJID" "RFSTDTC" ...
 $ row.names                  : int [1:306] 1 2 3 4 5 6 7 8 9 10 ...
 $ class                      : chr [1:3] "datasetjson_v1_1_0" "datasetjson" "data.frame"
 $ datasetJSONVersion         : chr "1.1.0"
 $ name                       : chr "ADSL"
 $ label                      : chr "Subject Level Analysis Dataset"
 $ columns                    :List of 54
  ..$ :List of 5
  .. ..$ itemOID : chr "STUDYID"
  .. ..$ name    : chr "STUDYID"
  .. ..$ label   : chr "Study Identifier"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 12
  ..$ :List of 5
  .. ..$ itemOID : chr "USUBJID"
  .. ..$ name    : chr "USUBJID"
  .. ..$ label   : chr "Unique Subject Identifier"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 11
  ..$ :List of 5
  .. ..$ itemOID : chr "SUBJID"
  .. ..$ name    : chr "SUBJID"
  .. ..$ label   : chr "Subject Identifier for the Study"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 4
  ..$ :List of 4
  .. ..$ itemOID : chr "RFSTDTC"
  .. ..$ name    : chr "RFSTDTC"
  .. ..$ label   : chr "Subject Reference Start Date/Time"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "RFENDTC"
  .. ..$ name    : chr "RFENDTC"
  .. ..$ label   : chr "Subject Reference End Date/Time"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "RFXSTDTC"
  .. ..$ name    : chr "RFXSTDTC"
  .. ..$ label   : chr "Date/Time of First Study Treatment"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "RFXENDTC"
  .. ..$ name    : chr "RFXENDTC"
  .. ..$ label   : chr "Date/Time of Last Study Treatment"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "RFICDTC"
  .. ..$ name    : chr "RFICDTC"
  .. ..$ label   : chr "Date/Time of Informed Consent"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID : chr "RFPENDTC"
  .. ..$ name    : chr "RFPENDTC"
  .. ..$ label   : chr "Date/Time of End of Participation"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 16
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHDTC"
  .. ..$ name    : chr "DTHDTC"
  .. ..$ label   : chr "Date/Time of Death"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHFL"
  .. ..$ name    : chr "DTHFL"
  .. ..$ label   : chr "Subject Death Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID : chr "SITEID"
  .. ..$ name    : chr "SITEID"
  .. ..$ label   : chr "Study Site Identifier"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 3
  ..$ :List of 4
  .. ..$ itemOID : chr "AGE"
  .. ..$ name    : chr "AGE"
  .. ..$ label   : chr "Age"
  .. ..$ dataType: chr "float"
  ..$ :List of 5
  .. ..$ itemOID : chr "AGEU"
  .. ..$ name    : chr "AGEU"
  .. ..$ label   : chr "Age Units"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 5
  ..$ :List of 5
  .. ..$ itemOID : chr "SEX"
  .. ..$ name    : chr "SEX"
  .. ..$ label   : chr "Sex"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 1
  ..$ :List of 5
  .. ..$ itemOID : chr "RACE"
  .. ..$ name    : chr "RACE"
  .. ..$ label   : chr "Race"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 32
  ..$ :List of 5
  .. ..$ itemOID : chr "ETHNIC"
  .. ..$ name    : chr "ETHNIC"
  .. ..$ label   : chr "Ethnicity"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 22
  ..$ :List of 5
  .. ..$ itemOID : chr "ARMCD"
  .. ..$ name    : chr "ARMCD"
  .. ..$ label   : chr "Planned Arm Code"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 8
  ..$ :List of 5
  .. ..$ itemOID : chr "ARM"
  .. ..$ name    : chr "ARM"
  .. ..$ label   : chr "Description of Planned Arm"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 20
  ..$ :List of 5
  .. ..$ itemOID : chr "ACTARMCD"
  .. ..$ name    : chr "ACTARMCD"
  .. ..$ label   : chr "Actual Arm Code"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 8
  ..$ :List of 5
  .. ..$ itemOID : chr "ACTARM"
  .. ..$ name    : chr "ACTARM"
  .. ..$ label   : chr "Description of Actual Arm"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 20
  ..$ :List of 5
  .. ..$ itemOID : chr "COUNTRY"
  .. ..$ name    : chr "COUNTRY"
  .. ..$ label   : chr "Country"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 3
  ..$ :List of 5
  .. ..$ itemOID : chr "DMDTC"
  .. ..$ name    : chr "DMDTC"
  .. ..$ label   : chr "Date/Time of Collection"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 10
  ..$ :List of 4
  .. ..$ itemOID : chr "DMDY"
  .. ..$ name    : chr "DMDY"
  .. ..$ label   : chr "Study Day of Collection"
  .. ..$ dataType: chr "float"
  ..$ :List of 5
  .. ..$ itemOID : chr "TRT01P"
  .. ..$ name    : chr "TRT01P"
  .. ..$ label   : chr "Planned Treatment for Period 01"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 20
  ..$ :List of 5
  .. ..$ itemOID : chr "TRT01A"
  .. ..$ name    : chr "TRT01A"
  .. ..$ label   : chr "Actual Treatment for Period 01"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 20
  ..$ :List of 5
  .. ..$ itemOID       : chr "TRTSDTM"
  .. ..$ name          : chr "TRTSDTM"
  .. ..$ label         : chr "Datetime of First Exposure to Treatment"
  .. ..$ dataType      : chr "datetime"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 4
  .. ..$ itemOID : chr "TRTSTMF"
  .. ..$ name    : chr "TRTSTMF"
  .. ..$ label   : chr "Time of First Exposure Imput. Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID       : chr "TRTEDTM"
  .. ..$ name          : chr "TRTEDTM"
  .. ..$ label         : chr "Datetime of Last Exposure to Treatment"
  .. ..$ dataType      : chr "datetime"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 4
  .. ..$ itemOID : chr "TRTETMF"
  .. ..$ name    : chr "TRTETMF"
  .. ..$ label   : chr "Time of Last Exposure Imput. Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID       : chr "TRTSDT"
  .. ..$ name          : chr "TRTSDT"
  .. ..$ label         : chr "Date of First Exposure to Treatment"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 5
  .. ..$ itemOID       : chr "TRTEDT"
  .. ..$ name          : chr "TRTEDT"
  .. ..$ label         : chr "Date of Last Exposure to Treatment"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 4
  .. ..$ itemOID : chr "TRTDURD"
  .. ..$ name    : chr "TRTDURD"
  .. ..$ label   : chr "Total Treatment Duration (Days)"
  .. ..$ dataType: chr "float"
  ..$ :List of 5
  .. ..$ itemOID       : chr "SCRFDT"
  .. ..$ name          : chr "SCRFDT"
  .. ..$ label         : chr "Screen Failure Date"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 5
  .. ..$ itemOID       : chr "EOSDT"
  .. ..$ name          : chr "EOSDT"
  .. ..$ label         : chr "End of Study Date"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 4
  .. ..$ itemOID : chr "EOSSTT"
  .. ..$ name    : chr "EOSSTT"
  .. ..$ label   : chr "End of Study Status"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID       : chr "FRVDT"
  .. ..$ name          : chr "FRVDT"
  .. ..$ label         : chr "Final Retrieval Visit Date"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 5
  .. ..$ itemOID       : chr "RANDDT"
  .. ..$ name          : chr "RANDDT"
  .. ..$ label         : chr "Date of Randomization"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 5
  .. ..$ itemOID       : chr "DTHDT"
  .. ..$ name          : chr "DTHDT"
  .. ..$ label         : chr "Date of Death"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHDTF"
  .. ..$ name    : chr "DTHDTF"
  .. ..$ label   : chr "Date of Death Imputation Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHADY"
  .. ..$ name    : chr "DTHADY"
  .. ..$ label   : chr "Relative Day of Death"
  .. ..$ dataType: chr "float"
  ..$ :List of 4
  .. ..$ itemOID : chr "LDDTHELD"
  .. ..$ name    : chr "LDDTHELD"
  .. ..$ label   : chr "Elapsed Days from Last Dose to Death"
  .. ..$ dataType: chr "float"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHCAUS"
  .. ..$ name    : chr "DTHCAUS"
  .. ..$ label   : chr "Cause of Death"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHDOM"
  .. ..$ name    : chr "DTHDOM"
  .. ..$ label   : chr "Domain for Date of Death Collection"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHCGR1"
  .. ..$ name    : chr "DTHCGR1"
  .. ..$ label   : chr "Cause of Death Reason 1"
  .. ..$ dataType: chr "string"
  ..$ :List of 5
  .. ..$ itemOID       : chr "LSTALVDT"
  .. ..$ name          : chr "LSTALVDT"
  .. ..$ label         : chr "Date Last Known Alive"
  .. ..$ dataType      : chr "date"
  .. ..$ targetDataType: chr "integer"
  ..$ :List of 5
  .. ..$ itemOID : chr "SAFFL"
  .. ..$ name    : chr "SAFFL"
  .. ..$ label   : chr "Safety Population Flag"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 1
  ..$ :List of 5
  .. ..$ itemOID : chr "RACEGR1"
  .. ..$ name    : chr "RACEGR1"
  .. ..$ label   : chr "Pooled Race Group 1"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 9
  ..$ :List of 5
  .. ..$ itemOID : chr "AGEGR1"
  .. ..$ name    : chr "AGEGR1"
  .. ..$ label   : chr "Pooled Age Group 1"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 5
  ..$ :List of 5
  .. ..$ itemOID : chr "REGION1"
  .. ..$ name    : chr "REGION1"
  .. ..$ label   : chr "Geographic Region 1"
  .. ..$ dataType: chr "string"
  .. ..$ length  : int 2
  ..$ :List of 4
  .. ..$ itemOID : chr "LDDTHGR1"
  .. ..$ name    : chr "LDDTHGR1"
  .. ..$ label   : chr "Last Dose to Death - Days Elapsed Grp 1"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTH30FL"
  .. ..$ name    : chr "DTH30FL"
  .. ..$ label   : chr "Death Within 30 Days of Last Trt Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHA30FL"
  .. ..$ name    : chr "DTHA30FL"
  .. ..$ label   : chr "Death After 30 Days from Last Trt Flag"
  .. ..$ dataType: chr "string"
  ..$ :List of 4
  .. ..$ itemOID : chr "DTHB30FL"
  .. ..$ name    : chr "DTHB30FL"
  .. ..$ label   : chr "Death Within 30 Days of First Trt Flag"
  .. ..$ dataType: chr "string"
 $ records                    : int 306
 $ datasetJSONCreationDateTime: chr "2026-03-29T20:00:17"

Takeaways and Next Steps

• XPT served us well but is misaligned with:
  • Modern open-source ecosystems
  • Rich metadata and internationalization needs
  • Text-based, automated, reproducible workflows
• Dataset-JSON offers:
  • Self-contained, human-readable, API-ready transport
  • Stronger fit with open-source ecosystems
• Pilot 5:
  • Provides a public blueprint you can adapt
  • Invites further experimentation and feedback with regulators
• Call to action:
  • Explore the Pilot 5 repo
  • Try Dataset-JSON in your internal workflows
  • Engage via PHUSE / CDISC / R Consortium channels

Encourage incremental experimentation: start with internal pilots, evaluate tooling, contribute back issues and improvements.

Scan for Resources

This Presentation

R Consortium Submissions Working Group

datasetjson R Package

Dataset-JSON v1.1

Pilot 5 Dev Repo

Pilot 5 FDA Submission

eCTD Overview

pharmaverse adam

Thank You

References & Contact

Selected references

• Pilot 5 repo: https://github.com/RConsortium/submissions-pilot5-datasetjson
  
• eCTD overview: https://www.fda.gov/drugs/electronic-common-technical-document-ectd
• Dataset-JSON v1.1: https://cdisc-org.github.io/DataExchange-DatasetJson/doc/dataset-json1-1.html

Authors

• Ben Straub, GSK – Philadelphia, United States
  
• Sam Parmar, Pfizer – New York City, United States
  
• Nick Masel, Johnson & Johnson – Raleigh, United States

Invite questions and follow-up discussions; mention that all materials are public and contributions are welcome.