diff --git a/MTUS-W6-adult-survey-data-processing.Rmd b/MTUS-W6-adult-survey-data-processing.Rmd
index 4b4ae191d53c5c692b13186e1212f94e0360bf35..e077258f8d0d0d0e2e3468488dfb4d3580d03c4f 100644
--- a/MTUS-W6-adult-survey-data-processing.Rmd
+++ b/MTUS-W6-adult-survey-data-processing.Rmd
@@ -289,7 +289,7 @@ print("-> Creating new ba_survey variable to pool 1983/7")
# Save out processed file
-This includes duplicate records where the respondent completed more than one diary-day. As an indicator, there are `r uniqueN(MTUSW6UKsurvey_DT$ba_pid)` unique respondents but `r uniqueN(MTUSW6UKsurvey_DT$ba_diarypid)` records. Most importantly it means that `propwt` is not necessarily constant within ba_pid as it is a per-diary-day individual level weight.
+This includes duplicate records where the respondent completed more than one diary-day. As an indicator, there are `r ba_tidyNum(uniqueN(MTUSW6UKsurvey_DT$ba_pid))` unique respondents but `r ba_tidyNum(uniqueN(MTUSW6UKsurvey_DT$ba_diarypid))` records. Most importantly it means that `propwt` is not necessarily constant within ba_pid as it is a per-diary-day individual level weight.
```{r saveSurveyFile}
# Keep the survey vars we need ----
diff --git a/MTUS-W6-adult-survey-data-processing.html b/MTUS-W6-adult-survey-data-processing.html
index 41fbe5f42446627e23ae664e2759b767771cd838..f875f53b060f41d81d7d05a6aa075b33666d11c2 100644
--- a/MTUS-W6-adult-survey-data-processing.html
+++ b/MTUS-W6-adult-survey-data-processing.html
@@ -118,7 +118,7 @@ $(document).ready(function () {
<h1 class="title toc-ignore">MTUS World 6 Survey Data Processing</h1>
<h4 class="author"><em>Ben Anderson (<a href="mailto:b.anderson@soton.ac.uk">b.anderson@soton.ac.uk</a>, <a href="mailto:/@dataknut">/@dataknut</a>)</em></h4>
-<h4 class="date"><em>Last run at: 2017-05-23 12:58:25</em></h4>
+<h4 class="date"><em>Last run at: 2017-06-27 18:11:19</em></h4>
</div>
@@ -523,6 +523,7 @@ $(document).ready(function () {
<pre class="r"><code>print("-> Create uniq id for diaries (for matching) and persons")</code></pre>
<pre><code>## [1] "-> Create uniq id for diaries (for matching) and persons"</code></pre>
<pre class="r"><code># Create unique ids ----
+# re-use the same function as for the episode data as, strangely, the survey data has persid & id
MTUSW6UKsurvey_DT <- ba_MTUScreateIds(MTUSW6UKsurvey_DT)
t <- MTUSW6UKsurvey_DT[, .("Number of rows" = .N,
@@ -911,6 +912,7 @@ kable(caption = "Days data collected (day may be incorrect)",
</div>
<div id="save-out-processed-file" class="section level1">
<h1><span class="header-section-number">6</span> Save out processed file</h1>
+<p>This includes duplicate records where the respondent completed more than one diary-day. As an indicator, there are 21,038 unique respondents but 58,945 records. Most importantly it means that <code>propwt</code> is not necessarily constant within ba_pid as it is a per-diary-day individual level weight.</p>
<pre class="r"><code># Keep the survey vars we need ----
print("-> Keeping core survey variables")</code></pre>
<pre><code>## [1] "-> Keeping core survey variables"</code></pre>
@@ -1579,7 +1581,7 @@ print("-> Keeping core survey variables")</code></pre>
</tbody>
</table>
<p>As we can see 1974-1987 were full week diaries. 2001 was a two day diary and 1995/2005 were one-day dairies.</p>
-<p>From this point on in this section we use only unique individual records. Note that results do not necessarily match the number of cases recorded in the <a href="http://www.timeuse.org/MTUS-User-Guide.html">MTUS user guide</a> as the user guide includes all cases (i.e. both adults and children).</p>
+<p>From this point on in this section we use only unique individual records to avoid duplicates where more than 1 diary day was completed. Note that results do not necessarily match the number of cases recorded in the <a href="http://www.timeuse.org/MTUS-User-Guide.html">MTUS user guide</a> as the user guide includes all cases (i.e. both adults and children).</p>
<pre class="r"><code>setkey(MTUSW6UKsurveyCore_DT, ba_pid)
gMTUSW6UKsurveyCoreUniq_DT <- unique(MTUSW6UKsurveyCore_DT)</code></pre>
</div>
@@ -2784,7 +2786,7 @@ pub_etc <- lm(main39 ~ survey + mtus_month + ba_age_r + ba_nchild + hhtype, d
</div>
<div id="about" class="section level1">
<h1><span class="header-section-number">9</span> About</h1>
-<p>Analysis completed in: 41.108 seconds using <a href="https://cran.r-project.org/package=knitr">knitr</a> in <a href="http://www.rstudio.com">RStudio</a>.</p>
+<p>Analysis completed in: 34.391 seconds using <a href="https://cran.r-project.org/package=knitr">knitr</a> in <a href="http://www.rstudio.com">RStudio</a>.</p>
</div>
<div id="references" class="section level1 unnumbered">
<h1>References</h1>
diff --git a/MTUS-W6-adult-survey-data-processing.md b/MTUS-W6-adult-survey-data-processing.md
index ca8983d67831b6873f351f5265ebc9f24e201c26..d1f442bb7bec4b662154a3cb751c52b4106d8bd9 100644
--- a/MTUS-W6-adult-survey-data-processing.md
+++ b/MTUS-W6-adult-survey-data-processing.md
@@ -125,6 +125,7 @@ print("-> Create uniq id for diaries (for matching) and persons")
```r
# Create unique ids ----
+# re-use the same function as for the episode data as, strangely, the survey data has persid & id
MTUSW6UKsurvey_DT <- ba_MTUScreateIds(MTUSW6UKsurvey_DT)
t <- MTUSW6UKsurvey_DT[, .("Number of rows" = .N,
@@ -411,6 +412,8 @@ print("-> Creating new ba_survey variable to pool 1983/7")
# Save out processed file
+This includes duplicate records where the respondent completed more than one diary-day. As an indicator, there are 21,038 unique respondents but 58,945 records. Most importantly it means that `propwt` is not necessarily constant within ba_pid as it is a per-diary-day individual level weight.
+
```r
# Keep the survey vars we need ----
@@ -592,7 +595,7 @@ NA 0 0 0 0 0 0 0
As we can see 1974-1987 were full week diaries. 2001 was a two day diary and 1995/2005 were one-day dairies.
-From this point on in this section we use only unique individual records. Note that results do not necessarily match the number of cases recorded in the [MTUS user guide](http://www.timeuse.org/MTUS-User-Guide.html) as the user guide includes all cases (i.e. both adults and children).
+From this point on in this section we use only unique individual records to avoid duplicates where more than 1 diary day was completed. Note that results do not necessarily match the number of cases recorded in the [MTUS user guide](http://www.timeuse.org/MTUS-User-Guide.html) as the user guide includes all cases (i.e. both adults and children).
```r
@@ -1420,6 +1423,6 @@ On the basis of these results we seem justified in assuming that we can pool 198
# About
-Analysis completed in: 41.108 seconds using [knitr](https://cran.r-project.org/package=knitr) in [RStudio](http://www.rstudio.com).
+Analysis completed in: 34.391 seconds using [knitr](https://cran.r-project.org/package=knitr) in [RStudio](http://www.rstudio.com).
# References