diff --git a/Rmd/cleaningFeederData.Rmd b/Rmd/cleaningFeederData.Rmd
index 8b4a8bc058532bce7fbd6ed093da4440d162fd21..0e3e22755e3abeaf866a305344e3e67e0ee0643d 100644
--- a/Rmd/cleaningFeederData.Rmd
+++ b/Rmd/cleaningFeederData.Rmd
@@ -98,6 +98,8 @@ feederDT <- uniqDataDT[!is.na(rDateTime)] # use dt with no duplicates
 origDataDT <- NULL # save memory
 ```
 
+There were `r tidyNum(nrow(origDataDT) - nrow(uniqDataDT))` duplicates - that's `r round(pc,2)` % of the observations loaded.
+
 So we remove the duplicates...
 
 # Basic patterns
diff --git a/_drakeCleanFeeders.R b/_drakeCleanFeeders.R
index 7e52faf547d07f47ba5f887a3ac2ddffc59183b5..d914fad43611a6b5a84ddc855076e820725c0381 100644
--- a/_drakeCleanFeeders.R
+++ b/_drakeCleanFeeders.R
@@ -18,7 +18,7 @@ dataCleaning::loadLibraries(makeLibs)
 
 # Parameters ----
 updateData <- "yep" # edit this in any way (at all) to get drake to re-load the data
-updateReport <- "yep" # edit this in any way (at all) to get drake to re-load the data
+updateReport <- "yes" # edit this in any way (at all) to get drake to re-load the data
 
 # Some data to play with:
 
diff --git a/docs/cleaningFeederData_allData.html b/docs/cleaningFeederData_allData.html
index f173181ffbd418c47ed9f47b91b76f938f0c8384..92aca205c594e41143da788420897e439d825ad7 100644
--- a/docs/cleaningFeederData_allData.html
+++ b/docs/cleaningFeederData_allData.html
@@ -181,7 +181,7 @@ summary {
 <h1 class="title toc-ignore">Testing electricity substation/feeder data</h1>
 <h3 class="subtitle">Outliers and missing data...</h3>
 <h4 class="author">Ben Anderson &amp; Ellis Ridett</h4>
-<h4 class="date">Last run at: 2020-07-09 00:43:38</h4>
+<h4 class="date">Last run at: 2020-07-09 00:56:06</h4>
 
 </div>
 
@@ -494,6 +494,7 @@ message(&quot;That's &quot;, round(pc,2), &quot;%&quot;)
 
 feederDT &lt;- uniqDataDT[!is.na(rDateTime)] # use dt with no duplicates
 origDataDT &lt;- NULL # save memory</code></pre>
+<p>There were duplicates - that's 0.38 % of the observations loaded.</p>
 <p>So we remove the duplicates...</p>
 </div>
 </div>
@@ -1499,7 +1500,7 @@ Fri
 </div>
 <div id="runtime" class="section level1">
 <h1>Runtime</h1>
-<p>Analysis completed in 187.13 seconds ( 3.12 minutes) using <a href="https://cran.r-project.org/package=knitr">knitr</a> in <a href="http://www.rstudio.com">RStudio</a> with R version 3.6.0 (2019-04-26) running on x86_64-redhat-linux-gnu.</p>
+<p>Analysis completed in 196.02 seconds ( 3.27 minutes) using <a href="https://cran.r-project.org/package=knitr">knitr</a> in <a href="http://www.rstudio.com">RStudio</a> with R version 3.6.0 (2019-04-26) running on x86_64-redhat-linux-gnu.</p>
 </div>
 <div id="r-environment" class="section level1">
 <h1>R environment</h1>
@@ -1546,19 +1547,18 @@ Fri
 ##  [1] storr_1.2.1       progress_1.2.2    tidyselect_1.1.0  xfun_0.15        
 ##  [5] repr_1.1.0        purrr_0.3.4       colorspace_1.4-0  vctrs_0.3.1      
 ##  [9] generics_0.0.2    viridisLite_0.3.0 htmltools_0.3.6   yaml_2.2.0       
-## [13] base64enc_0.1-3   rlang_0.4.6       R.oo_1.22.0       pillar_1.4.4     
-## [17] txtq_0.2.3        glue_1.4.1        withr_2.1.2       R.utils_2.7.0    
-## [21] lifecycle_0.2.0   stringr_1.4.0     munsell_0.5.0     gtable_0.2.0     
-## [25] rvest_0.3.5       R.methodsS3_1.7.1 codetools_0.2-16  evaluate_0.14    
-## [29] labeling_0.3      knitr_1.29        parallel_3.6.0    fansi_0.4.0      
-## [33] highr_0.7         Rcpp_1.0.1        readr_1.3.1       scales_1.0.0     
-## [37] backports_1.1.3   filelock_1.0.2    webshot_0.5.2     jsonlite_1.6     
-## [41] digest_0.6.25     stringi_1.2.4     dplyr_1.0.0       grid_3.6.0       
-## [45] rprojroot_1.3-2   cli_2.0.2         tools_3.6.0       magrittr_1.5     
-## [49] base64url_1.4     tibble_3.0.2      crayon_1.3.4      pkgconfig_2.0.2  
-## [53] ellipsis_0.3.1    xml2_1.3.2        prettyunits_1.0.2 httr_1.4.1       
-## [57] assertthat_0.2.0  rmarkdown_2.3     rstudioapi_0.11   R6_2.3.0         
-## [61] igraph_1.2.2      compiler_3.6.0</code></pre>
+## [13] base64enc_0.1-3   rlang_0.4.6       pillar_1.4.4      txtq_0.2.3       
+## [17] glue_1.4.1        withr_2.1.2       lifecycle_0.2.0   stringr_1.4.0    
+## [21] munsell_0.5.0     gtable_0.2.0      rvest_0.3.5       evaluate_0.14    
+## [25] labeling_0.3      knitr_1.29        parallel_3.6.0    fansi_0.4.0      
+## [29] highr_0.7         Rcpp_1.0.1        readr_1.3.1       scales_1.0.0     
+## [33] backports_1.1.3   filelock_1.0.2    webshot_0.5.2     jsonlite_1.6     
+## [37] digest_0.6.25     stringi_1.2.4     dplyr_1.0.0       grid_3.6.0       
+## [41] rprojroot_1.3-2   cli_2.0.2         tools_3.6.0       magrittr_1.5     
+## [45] base64url_1.4     tibble_3.0.2      crayon_1.3.4      pkgconfig_2.0.2  
+## [49] ellipsis_0.3.1    xml2_1.3.2        prettyunits_1.0.2 httr_1.4.1       
+## [53] assertthat_0.2.0  rmarkdown_2.3     rstudioapi_0.11   R6_2.3.0         
+## [57] igraph_1.2.2      compiler_3.6.0</code></pre>
 </div>
 </div>
 <div id="the-raw-data-cleaning-code" class="section level1">
diff --git a/docs/cleaningFeederData_allData.pdf b/docs/cleaningFeederData_allData.pdf
index 6ee0a8884100b83b83eebaa8909eef2d1bee4ade..6268d3469501440f1ee512c5b142717b1624b0ef 100644
Binary files a/docs/cleaningFeederData_allData.pdf and b/docs/cleaningFeederData_allData.pdf differ