diff --git a/isleOfWight/beisIoWData.Rmd b/isleOfWight/beisIoWData.Rmd
index 39a2a807c770406f3c04f4f59f023f76f7581cff..c18feb11754569793ffde847abb807aec6db2d78 100644
--- a/isleOfWight/beisIoWData.Rmd
+++ b/isleOfWight/beisIoWData.Rmd
@@ -199,10 +199,15 @@ nrow(dtMsoaSpineIoW[elecRatio > 0.80])
 
 # Ellis' question...
 
-1) join income deprivation score to LSOA shapefiles. If you could produce a map that would be great.
-2) Count dwellings in LSOAs with have EPC < C (D-G) and main fuel type not mains gas. If you could map all EPCs and then the EPCs that match the criteria.
-3) Join tenure to LSOA shapefiles. Multiply count by LSOA level census figure for % of private dwellings.
-4) Multiply by 1/0.687 to correct for dwellings without an EPC. 
+For the Isle of Wight, can we estimate the number of private (owned or rented) addresses in high income deprivation areas which do not have gas?
+
+Our method:
+
+  1. Join LSOA data to EPC data to 
+  join IMD income deprivation score to LSOA.
+  2. Count dwellings in LSOAs with have EPC < C (D-G) and main fuel type not mains gas. If you could map all EPCs and then the EPCs that match the criteria.
+  3. Join tenure to LSOA shapefiles. Multiply count by LSOA level census figure for % of private dwellings.
+  4. Multiply by 1/0.687 to correct for dwellings without an EPC. 
 
 ```{r loadData}
 # this will break here if you don't have the data obvs
@@ -427,21 +432,26 @@ Table \@ref(tab:depr10pc) shows the same results but for the 10% most income dep
 Next we assume that the EPC addresses of interest are as likely to be social/private rented as owner-occupied and multiply the EPC address counts by the Census-derived household ownership tenure rate for each LSOA. Without knowing the tensure status of the EPC we cannot do anything else.
 
 ```{r select20pc}
-lsoaDT[, nHHsSelected := selectedEPCAddresses*`Owned (%)`]
+# multiply by tenure needed
+lsoaDT[, nEPCAddressessSelectedOwned := selectedEPCAddresses*`Owned (%)`] # just owned
+lsoaDT[, nEPCAddressessSelectedPrivate := selectedEPCAddresses*(`Owned (%)` + `Private rented (%)`)] # just owned
 
-t <- lsoaDT[, .(nHHsSelected = sum(nHHsSelected),
+t <- lsoaDT[, .(nEPCAddressessSelectedOwned = sum(nEPCAddressessSelectedOwned),
+                nEPCAddressessSelectedPrivate = sum(nEPCAddressessSelectedPrivate),
                 nHHsCensus = sum(nHHsCensus),
                 nLSOAs = .N), keyby = .(deprived20pc)]
 
 kableExtra::kable(t, digits = 2,
                   caption = "Summary of EPC households and all census households by LSOA deprivation type (20% most income deprived)") %>%
   kable_styling()
-res20pc <- round(t[deprived20pc == "highDep", nHHsSelected])
+res20pcOwned <- round(t[deprived20pc == "highDep", nEPCAddressessSelectedOwned])
+res20pcPrivate <- round(t[deprived20pc == "highDep", nEPCAddressessSelectedPrivate])
 ```
 
 ```{r select10pc}
 
-t <- lsoaDT[, .(nHHsSelected = sum(nHHsSelected),
+t <- lsoaDT[, .(nEPCAddressessSelectedOwned = sum(nEPCAddressessSelectedOwned),
+                nEPCAddressessSelectedPrivate = sum(nEPCAddressessSelectedPrivate),
                 nHHsCensus = sum(nHHsCensus),
                 nLSOAs = .N), keyby = .(deprived10pc)]
 
@@ -449,21 +459,26 @@ kableExtra::kable(t, digits = 2,
                   caption = "Summary of EPC households and all census households by LSOA deprivation type (10% most income deprived)") %>%
   kable_styling()
 
-res10pc <- round(t[deprived10pc == "highDep", nHHsSelected])
-
+res10pcOwned <- round(t[deprived10pc == "highDep", nEPCAddressessSelectedOwned])
+res10pcPrivate <- round(t[deprived10pc == "highDep", nEPCAddressessSelectedPrivate])
 epcMissingPC <- 100*(1-(1/epcMissingFactor))
 ```
 
-> In summary using the EPC data we have estimated the number of addresses in low income areas which are owned and do not have gas to be:
+> In summary using the EPC data we have estimated the number of addresses in high income deprivation areas which do not have gas to be:
 
- * 10% most deprived: `r res10pc` or, if we uprate to allow for the `r epcMissingPC` % missing EPCs, `r round(res10pc * epcMissingFactor)`;
- * 20% most deprived: `r res20pc` or, if we uprate to allow for the `r epcMissingPC` % missing EPCs, `r round(res20pc * epcMissingFactor)`;
+ * 10% most deprived: 
+   * Owned: `r res10pcOwned` or, if we uprate to allow for the `r epcMissingPC` % missing EPCs, `r round(res10pcOwned * epcMissingFactor)`
+   * Private (owned & private rent): `r res10pcPrivate` or, if we uprate to allow for the `r epcMissingPC` % missing EPCs, `r round(res10pcPrivate * epcMissingFactor)`
+ * 20% most deprived: 
+    * Owned: `r res20pcOwned` or, if we uprate to allow for the `r epcMissingPC` % missing EPCs, `r round(res20pcOwned * epcMissingFactor)`
+    * Private (owned & private rent): `r res20pcPrivate` or, if we uprate to allow for the `r epcMissingPC` % missing EPCs, `r round(res20pcPrivate * epcMissingFactor)`
 
 Table \@ref(tab:lsoaTable) shows the LSOA level results.
 
 ```{r lsoaTable}
 
-t<- lsoaDT[, .(lsoaCode, nAddressesEPC = nHHsEPC, notSelectedEPCAddresses, selectedEPCAddresses, pcOwned=pcOwned*100, deprived20pc, deprived10pc,nHHsSelected)]
+t<- lsoaDT[, .(lsoaCode, nAddressesEPC = nHHsEPC, notSelectedEPCAddresses, selectedEPCAddresses, pcOwned=pcOwned*100, deprived20pc, deprived10pc,
+               nEPCAddressessSelectedOwned,nEPCAddressessSelectedPrivate)]
 setkey(t, deprived20pc, deprived10pc)
 
 kableExtra::kable(t, caption = "Final results at LSOA level",
@@ -476,20 +491,33 @@ data.table::fwrite(t, file = "lsoaTableForEllis.csv")
 
 ```{r resultsChecks}
 
-totSelectedHH <- sum(lsoaDT[!is.na(lsoaCode)]$selectedEPCAddresses)
+totPrivSelected <- sum(lsoaDT[!is.na(lsoaCode)]$nEPCAddressessSelectedPrivate)
+totOwnedSelected <- sum(lsoaDT[!is.na(lsoaCode)]$nEPCAddressessSelectedOwned)
+
+meanPrivate <- mean(lsoaDT$pcOwned + lsoaDT$`Private rented (%)`)
+
+res10own <- totOwnedSelected * meanPrivate * 0.1
+res20own <- totOwnedSelected * meanPrivate * 0.2
+res10priv <- totPrivSelected * meanPrivate * 0.1
+res20priv <- totPrivSelected * meanPrivate * 0.2
 
-meanOwnership <- mean(lsoaDT$pcOwned)
+res10priv
+res10own
 
-res10 <- totSelectedHH * meanOwnership * 0.1
-res20 <- totSelectedHH * meanOwnership * 0.2
+res20priv
+res20own
 ```
 
-As a rough check, if we multiply the total number of EPC addresses which fit the criteria by the mean ownership rate we get:
+As a rough check, if we multiply the total number of EPC addresses which fit the criteria by the mean private ownership rate (owned + private rental = `r round(100*meanPrivate)`%) we get:
 
- * 10% of households = `r round(res10)`
- * 20% of households = `r round(res20)`
+ * 10% of households:
+    * Private: `r round(res10priv)`
+    * Owned: `r round(res10own)`
+ * 20% of households:
+    * Private: `r round(res20priv)`
+    * Owned: `r round(res20own)`
  
-Note that this is only a rough guide since it assumes that LSOAs have exactly the same number of addresses/households in them.
+Note that these values have not been uprated to correct for missing EPCs and that they are only a rough guide since they assume that LSOAs have exactly the same number of addresses/households in them.
 
 # Annexes
 
diff --git a/isleOfWight/beisIoWData.html b/isleOfWight/beisIoWData.html
index ed249ad606a8368e56a68f858300495d2317a066..531dd8164bcaf10da80657a7533363578e6506e3 100644
--- a/isleOfWight/beisIoWData.html
+++ b/isleOfWight/beisIoWData.html
@@ -1592,7 +1592,7 @@ div.tocify {
 <h1 class="title toc-ignore">Exploring Isle of Wight Data</h1>
 <h3 class="subtitle">Code and notes</h3>
 <h4 class="author">Ben Anderson (<a href="mailto:b.anderson@soton.ac.uk" class="email">b.anderson@soton.ac.uk</a>), <a href="http://www.energy.soton.ac.uk/">SERG, Energy &amp; Climate Change</a>, University of Southampton</h4>
-<h4 class="date">Last run at: 2020-04-23 23:06:26</h4>
+<h4 class="date">Last run at: 2020-04-24 12:09:42</h4>
 
 </div>
 
@@ -2362,8 +2362,11 @@ nrow(dtMsoaSpineIoW[elecRatio &gt; 0.80])</code></pre>
 </div>
 <div id="ellis-question" class="section level1">
 <h1><span class="header-section-number">3</span> Ellis’ question…</h1>
+<p>For the Isle of Wight, can we estimate the number of private (owned or rented) addresses in high income deprivation areas which do not have gas?</p>
+<p>Our method:</p>
 <ol style="list-style-type: decimal">
-<li>join income deprivation score to LSOA shapefiles. If you could produce a map that would be great.</li>
+<li>Join LSOA data to EPC data to
+join IMD income deprivation score to LSOA.</li>
 <li>Count dwellings in LSOAs with have EPC &lt; C (D-G) and main fuel type not mains gas. If you could map all EPCs and then the EPCs that match the criteria.</li>
 <li>Join tenure to LSOA shapefiles. Multiply count by LSOA level census figure for % of private dwellings.</li>
 <li>Multiply by 1/0.687 to correct for dwellings without an EPC.</li>
@@ -3025,9 +3028,12 @@ notHighDep
 </table>
 <p>Table <a href="#tab:depr10pc">3.3</a> shows the same results but for the 10% most income deprived LSOAs. As we can see there are 9 LSOAs classed as highly income deprived using this threshold.</p>
 <p>Next we assume that the EPC addresses of interest are as likely to be social/private rented as owner-occupied and multiply the EPC address counts by the Census-derived household ownership tenure rate for each LSOA. Without knowing the tensure status of the EPC we cannot do anything else.</p>
-<pre class="r"><code>lsoaDT[, nHHsSelected := selectedEPCAddresses*`Owned (%)`]
+<pre class="r"><code># multiply by tenure needed
+lsoaDT[, nEPCAddressessSelectedOwned := selectedEPCAddresses*`Owned (%)`] # just owned
+lsoaDT[, nEPCAddressessSelectedPrivate := selectedEPCAddresses*(`Owned (%)` + `Private rented (%)`)] # just owned
 
-t &lt;- lsoaDT[, .(nHHsSelected = sum(nHHsSelected),
+t &lt;- lsoaDT[, .(nEPCAddressessSelectedOwned = sum(nEPCAddressessSelectedOwned),
+                nEPCAddressessSelectedPrivate = sum(nEPCAddressessSelectedPrivate),
                 nHHsCensus = sum(nHHsCensus),
                 nLSOAs = .N), keyby = .(deprived20pc)]
 
@@ -3044,7 +3050,10 @@ kableExtra::kable(t, digits = 2,
 deprived20pc
 </th>
 <th style="text-align:right;">
-nHHsSelected
+nEPCAddressessSelectedOwned
+</th>
+<th style="text-align:right;">
+nEPCAddressessSelectedPrivate
 </th>
 <th style="text-align:right;">
 nHHsCensus
@@ -3063,6 +3072,9 @@ NA
 158.58
 </td>
 <td style="text-align:right;">
+177.13
+</td>
+<td style="text-align:right;">
 2288
 </td>
 <td style="text-align:right;">
@@ -3077,6 +3089,9 @@ highDep
 821.68
 </td>
 <td style="text-align:right;">
+1340.95
+</td>
+<td style="text-align:right;">
 11475
 </td>
 <td style="text-align:right;">
@@ -3091,6 +3106,9 @@ notHighDep
 5297.50
 </td>
 <td style="text-align:right;">
+6456.72
+</td>
+<td style="text-align:right;">
 46216
 </td>
 <td style="text-align:right;">
@@ -3099,8 +3117,10 @@ notHighDep
 </tr>
 </tbody>
 </table>
-<pre class="r"><code>res20pc &lt;- round(t[deprived20pc == &quot;highDep&quot;, nHHsSelected])</code></pre>
-<pre class="r"><code>t &lt;- lsoaDT[, .(nHHsSelected = sum(nHHsSelected),
+<pre class="r"><code>res20pcOwned &lt;- round(t[deprived20pc == &quot;highDep&quot;, nEPCAddressessSelectedOwned])
+res20pcPrivate &lt;- round(t[deprived20pc == &quot;highDep&quot;, nEPCAddressessSelectedPrivate])</code></pre>
+<pre class="r"><code>t &lt;- lsoaDT[, .(nEPCAddressessSelectedOwned = sum(nEPCAddressessSelectedOwned),
+                nEPCAddressessSelectedPrivate = sum(nEPCAddressessSelectedPrivate),
                 nHHsCensus = sum(nHHsCensus),
                 nLSOAs = .N), keyby = .(deprived10pc)]
 
@@ -3117,7 +3137,10 @@ kableExtra::kable(t, digits = 2,
 deprived10pc
 </th>
 <th style="text-align:right;">
-nHHsSelected
+nEPCAddressessSelectedOwned
+</th>
+<th style="text-align:right;">
+nEPCAddressessSelectedPrivate
 </th>
 <th style="text-align:right;">
 nHHsCensus
@@ -3136,6 +3159,9 @@ NA
 158.58
 </td>
 <td style="text-align:right;">
+177.13
+</td>
+<td style="text-align:right;">
 2288
 </td>
 <td style="text-align:right;">
@@ -3150,6 +3176,9 @@ highDep
 496.50
 </td>
 <td style="text-align:right;">
+847.32
+</td>
+<td style="text-align:right;">
 6066
 </td>
 <td style="text-align:right;">
@@ -3164,6 +3193,9 @@ notHighDep
 5622.68
 </td>
 <td style="text-align:right;">
+6950.34
+</td>
+<td style="text-align:right;">
 51625
 </td>
 <td style="text-align:right;">
@@ -3172,18 +3204,27 @@ notHighDep
 </tr>
 </tbody>
 </table>
-<pre class="r"><code>res10pc &lt;- round(t[deprived10pc == &quot;highDep&quot;, nHHsSelected])
-
+<pre class="r"><code>res10pcOwned &lt;- round(t[deprived10pc == &quot;highDep&quot;, nEPCAddressessSelectedOwned])
+res10pcPrivate &lt;- round(t[deprived10pc == &quot;highDep&quot;, nEPCAddressessSelectedPrivate])
 epcMissingPC &lt;- 100*(1-(1/epcMissingFactor))</code></pre>
 <blockquote>
-<p>In summary using the EPC data we have estimated the number of addresses in low income areas which are owned and do not have gas to be:</p>
+<p>In summary using the EPC data we have estimated the number of addresses in high income deprivation areas which do not have gas to be:</p>
 </blockquote>
 <ul>
-<li>10% most deprived: 496 or, if we uprate to allow for the 31.3 % missing EPCs, 722;</li>
-<li>20% most deprived: 822 or, if we uprate to allow for the 31.3 % missing EPCs, 1197;</li>
+<li>10% most deprived:
+<ul>
+<li>Owned: 496 or, if we uprate to allow for the 31.3 % missing EPCs, 722</li>
+<li>Private (owned &amp; private rent): 847 or, if we uprate to allow for the 31.3 % missing EPCs, 1233</li>
+</ul></li>
+<li>20% most deprived:
+<ul>
+<li>Owned: 822 or, if we uprate to allow for the 31.3 % missing EPCs, 1197</li>
+<li>Private (owned &amp; private rent): 1341 or, if we uprate to allow for the 31.3 % missing EPCs, 1952</li>
+</ul></li>
 </ul>
 <p>Table <a href="#tab:lsoaTable">3.6</a> shows the LSOA level results.</p>
-<pre class="r"><code>t&lt;- lsoaDT[, .(lsoaCode, nAddressesEPC = nHHsEPC, notSelectedEPCAddresses, selectedEPCAddresses, pcOwned=pcOwned*100, deprived20pc, deprived10pc,nHHsSelected)]
+<pre class="r"><code>t&lt;- lsoaDT[, .(lsoaCode, nAddressesEPC = nHHsEPC, notSelectedEPCAddresses, selectedEPCAddresses, pcOwned=pcOwned*100, deprived20pc, deprived10pc,
+               nEPCAddressessSelectedOwned,nEPCAddressessSelectedPrivate)]
 setkey(t, deprived20pc, deprived10pc)
 
 kableExtra::kable(t, caption = &quot;Final results at LSOA level&quot;,
@@ -3217,7 +3258,10 @@ deprived20pc
 deprived10pc
 </th>
 <th style="text-align:right;">
-nHHsSelected
+nEPCAddressessSelectedOwned
+</th>
+<th style="text-align:right;">
+nEPCAddressessSelectedPrivate
 </th>
 </tr>
 </thead>
@@ -3247,6 +3291,9 @@ NA
 <td style="text-align:right;">
 32.56
 </td>
+<td style="text-align:right;">
+37.24
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3273,6 +3320,9 @@ NA
 <td style="text-align:right;">
 13.74
 </td>
+<td style="text-align:right;">
+16.62
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3299,6 +3349,9 @@ NA
 <td style="text-align:right;">
 112.28
 </td>
+<td style="text-align:right;">
+123.28
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3325,6 +3378,9 @@ highDep
 <td style="text-align:right;">
 38.58
 </td>
+<td style="text-align:right;">
+52.68
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3351,6 +3407,9 @@ highDep
 <td style="text-align:right;">
 66.76
 </td>
+<td style="text-align:right;">
+120.89
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3377,6 +3436,9 @@ highDep
 <td style="text-align:right;">
 33.23
 </td>
+<td style="text-align:right;">
+39.93
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3403,6 +3465,9 @@ highDep
 <td style="text-align:right;">
 10.48
 </td>
+<td style="text-align:right;">
+12.28
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3429,6 +3494,9 @@ highDep
 <td style="text-align:right;">
 109.37
 </td>
+<td style="text-align:right;">
+266.59
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3455,6 +3523,9 @@ highDep
 <td style="text-align:right;">
 51.96
 </td>
+<td style="text-align:right;">
+66.87
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3481,6 +3552,9 @@ highDep
 <td style="text-align:right;">
 44.99
 </td>
+<td style="text-align:right;">
+69.14
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3507,6 +3581,9 @@ highDep
 <td style="text-align:right;">
 110.55
 </td>
+<td style="text-align:right;">
+181.22
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3533,6 +3610,9 @@ highDep
 <td style="text-align:right;">
 30.58
 </td>
+<td style="text-align:right;">
+37.72
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3559,6 +3639,9 @@ notHighDep
 <td style="text-align:right;">
 26.01
 </td>
+<td style="text-align:right;">
+33.89
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3585,6 +3668,9 @@ notHighDep
 <td style="text-align:right;">
 8.30
 </td>
+<td style="text-align:right;">
+10.34
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3611,6 +3697,9 @@ notHighDep
 <td style="text-align:right;">
 76.87
 </td>
+<td style="text-align:right;">
+93.16
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3637,6 +3726,9 @@ notHighDep
 <td style="text-align:right;">
 70.18
 </td>
+<td style="text-align:right;">
+142.73
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3663,6 +3755,9 @@ notHighDep
 <td style="text-align:right;">
 52.61
 </td>
+<td style="text-align:right;">
+79.78
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3689,6 +3784,9 @@ notHighDep
 <td style="text-align:right;">
 16.96
 </td>
+<td style="text-align:right;">
+19.90
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3715,6 +3813,9 @@ notHighDep
 <td style="text-align:right;">
 14.54
 </td>
+<td style="text-align:right;">
+18.12
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3741,6 +3842,9 @@ notHighDep
 <td style="text-align:right;">
 59.71
 </td>
+<td style="text-align:right;">
+95.69
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3767,6 +3871,9 @@ notHighDep
 <td style="text-align:right;">
 20.55
 </td>
+<td style="text-align:right;">
+24.51
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3793,6 +3900,9 @@ notHighDep
 <td style="text-align:right;">
 88.79
 </td>
+<td style="text-align:right;">
+104.03
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3819,6 +3929,9 @@ notHighDep
 <td style="text-align:right;">
 46.20
 </td>
+<td style="text-align:right;">
+53.30
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3845,6 +3958,9 @@ notHighDep
 <td style="text-align:right;">
 70.03
 </td>
+<td style="text-align:right;">
+78.56
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3871,6 +3987,9 @@ notHighDep
 <td style="text-align:right;">
 36.30
 </td>
+<td style="text-align:right;">
+41.31
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3897,6 +4016,9 @@ notHighDep
 <td style="text-align:right;">
 14.41
 </td>
+<td style="text-align:right;">
+15.87
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3923,6 +4045,9 @@ notHighDep
 <td style="text-align:right;">
 45.26
 </td>
+<td style="text-align:right;">
+54.31
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3949,6 +4074,9 @@ notHighDep
 <td style="text-align:right;">
 60.03
 </td>
+<td style="text-align:right;">
+68.22
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -3975,6 +4103,9 @@ notHighDep
 <td style="text-align:right;">
 276.76
 </td>
+<td style="text-align:right;">
+316.30
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4001,6 +4132,9 @@ notHighDep
 <td style="text-align:right;">
 300.36
 </td>
+<td style="text-align:right;">
+322.61
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4027,6 +4161,9 @@ notHighDep
 <td style="text-align:right;">
 11.41
 </td>
+<td style="text-align:right;">
+13.91
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4053,6 +4190,9 @@ notHighDep
 <td style="text-align:right;">
 6.00
 </td>
+<td style="text-align:right;">
+6.76
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4079,6 +4219,9 @@ notHighDep
 <td style="text-align:right;">
 78.31
 </td>
+<td style="text-align:right;">
+91.38
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4105,6 +4248,9 @@ notHighDep
 <td style="text-align:right;">
 170.82
 </td>
+<td style="text-align:right;">
+191.83
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4131,6 +4277,9 @@ notHighDep
 <td style="text-align:right;">
 255.00
 </td>
+<td style="text-align:right;">
+290.04
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4157,6 +4306,9 @@ notHighDep
 <td style="text-align:right;">
 327.59
 </td>
+<td style="text-align:right;">
+364.62
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4183,6 +4335,9 @@ notHighDep
 <td style="text-align:right;">
 255.23
 </td>
+<td style="text-align:right;">
+298.22
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4209,6 +4364,9 @@ notHighDep
 <td style="text-align:right;">
 157.15
 </td>
+<td style="text-align:right;">
+230.89
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4235,6 +4393,9 @@ notHighDep
 <td style="text-align:right;">
 33.56
 </td>
+<td style="text-align:right;">
+36.77
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4261,6 +4422,9 @@ notHighDep
 <td style="text-align:right;">
 11.91
 </td>
+<td style="text-align:right;">
+13.36
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4287,6 +4451,9 @@ notHighDep
 <td style="text-align:right;">
 28.31
 </td>
+<td style="text-align:right;">
+38.97
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4313,6 +4480,9 @@ notHighDep
 <td style="text-align:right;">
 19.52
 </td>
+<td style="text-align:right;">
+22.86
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4339,6 +4509,9 @@ notHighDep
 <td style="text-align:right;">
 30.09
 </td>
+<td style="text-align:right;">
+48.15
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4365,6 +4538,9 @@ notHighDep
 <td style="text-align:right;">
 27.59
 </td>
+<td style="text-align:right;">
+34.91
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4391,6 +4567,9 @@ notHighDep
 <td style="text-align:right;">
 63.44
 </td>
+<td style="text-align:right;">
+75.44
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4417,6 +4596,9 @@ notHighDep
 <td style="text-align:right;">
 38.20
 </td>
+<td style="text-align:right;">
+48.69
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4443,6 +4625,9 @@ notHighDep
 <td style="text-align:right;">
 35.85
 </td>
+<td style="text-align:right;">
+50.14
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4469,6 +4654,9 @@ notHighDep
 <td style="text-align:right;">
 38.47
 </td>
+<td style="text-align:right;">
+42.08
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4495,6 +4683,9 @@ notHighDep
 <td style="text-align:right;">
 35.13
 </td>
+<td style="text-align:right;">
+46.03
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4521,6 +4712,9 @@ notHighDep
 <td style="text-align:right;">
 52.46
 </td>
+<td style="text-align:right;">
+69.04
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4547,6 +4741,9 @@ notHighDep
 <td style="text-align:right;">
 44.90
 </td>
+<td style="text-align:right;">
+50.63
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4573,6 +4770,9 @@ notHighDep
 <td style="text-align:right;">
 36.18
 </td>
+<td style="text-align:right;">
+42.52
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4599,6 +4799,9 @@ notHighDep
 <td style="text-align:right;">
 17.68
 </td>
+<td style="text-align:right;">
+20.69
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4625,6 +4828,9 @@ notHighDep
 <td style="text-align:right;">
 20.50
 </td>
+<td style="text-align:right;">
+22.21
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4651,6 +4857,9 @@ notHighDep
 <td style="text-align:right;">
 97.16
 </td>
+<td style="text-align:right;">
+107.49
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4677,6 +4886,9 @@ notHighDep
 <td style="text-align:right;">
 39.98
 </td>
+<td style="text-align:right;">
+42.51
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4703,6 +4915,9 @@ notHighDep
 <td style="text-align:right;">
 40.79
 </td>
+<td style="text-align:right;">
+46.05
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4729,6 +4944,9 @@ notHighDep
 <td style="text-align:right;">
 51.64
 </td>
+<td style="text-align:right;">
+69.61
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4755,6 +4973,9 @@ notHighDep
 <td style="text-align:right;">
 33.09
 </td>
+<td style="text-align:right;">
+40.36
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4781,6 +5002,9 @@ notHighDep
 <td style="text-align:right;">
 110.38
 </td>
+<td style="text-align:right;">
+119.88
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4807,6 +5031,9 @@ notHighDep
 <td style="text-align:right;">
 20.89
 </td>
+<td style="text-align:right;">
+25.47
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4833,6 +5060,9 @@ notHighDep
 <td style="text-align:right;">
 38.79
 </td>
+<td style="text-align:right;">
+44.19
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4859,6 +5089,9 @@ notHighDep
 <td style="text-align:right;">
 74.11
 </td>
+<td style="text-align:right;">
+122.50
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4885,6 +5118,9 @@ notHighDep
 <td style="text-align:right;">
 126.37
 </td>
+<td style="text-align:right;">
+234.64
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4911,6 +5147,9 @@ notHighDep
 <td style="text-align:right;">
 31.74
 </td>
+<td style="text-align:right;">
+37.72
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4937,6 +5176,9 @@ notHighDep
 <td style="text-align:right;">
 46.08
 </td>
+<td style="text-align:right;">
+57.72
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4963,6 +5205,9 @@ notHighDep
 <td style="text-align:right;">
 35.44
 </td>
+<td style="text-align:right;">
+45.03
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -4989,6 +5234,9 @@ notHighDep
 <td style="text-align:right;">
 66.13
 </td>
+<td style="text-align:right;">
+77.56
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5015,6 +5263,9 @@ notHighDep
 <td style="text-align:right;">
 63.21
 </td>
+<td style="text-align:right;">
+104.68
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5041,6 +5292,9 @@ notHighDep
 <td style="text-align:right;">
 46.16
 </td>
+<td style="text-align:right;">
+56.11
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5067,6 +5321,9 @@ notHighDep
 <td style="text-align:right;">
 42.64
 </td>
+<td style="text-align:right;">
+63.83
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5093,6 +5350,9 @@ notHighDep
 <td style="text-align:right;">
 74.90
 </td>
+<td style="text-align:right;">
+117.99
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5119,6 +5379,9 @@ notHighDep
 <td style="text-align:right;">
 152.88
 </td>
+<td style="text-align:right;">
+181.38
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5145,6 +5408,9 @@ notHighDep
 <td style="text-align:right;">
 15.87
 </td>
+<td style="text-align:right;">
+16.88
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5171,6 +5437,9 @@ notHighDep
 <td style="text-align:right;">
 186.31
 </td>
+<td style="text-align:right;">
+196.41
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5197,6 +5466,9 @@ notHighDep
 <td style="text-align:right;">
 84.04
 </td>
+<td style="text-align:right;">
+106.64
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5223,6 +5495,9 @@ notHighDep
 <td style="text-align:right;">
 72.95
 </td>
+<td style="text-align:right;">
+83.74
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5249,6 +5524,9 @@ notHighDep
 <td style="text-align:right;">
 44.57
 </td>
+<td style="text-align:right;">
+53.74
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5275,6 +5553,9 @@ notHighDep
 <td style="text-align:right;">
 31.97
 </td>
+<td style="text-align:right;">
+34.13
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5301,6 +5582,9 @@ notHighDep
 <td style="text-align:right;">
 75.12
 </td>
+<td style="text-align:right;">
+94.98
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5327,6 +5611,9 @@ notHighDep
 <td style="text-align:right;">
 110.49
 </td>
+<td style="text-align:right;">
+188.60
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5353,6 +5640,9 @@ notHighDep
 <td style="text-align:right;">
 82.01
 </td>
+<td style="text-align:right;">
+92.98
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5379,6 +5669,9 @@ notHighDep
 <td style="text-align:right;">
 59.91
 </td>
+<td style="text-align:right;">
+78.46
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5405,6 +5698,9 @@ notHighDep
 <td style="text-align:right;">
 95.10
 </td>
+<td style="text-align:right;">
+119.06
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5431,6 +5727,9 @@ notHighDep
 <td style="text-align:right;">
 208.24
 </td>
+<td style="text-align:right;">
+243.07
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5457,6 +5756,9 @@ notHighDep
 <td style="text-align:right;">
 90.32
 </td>
+<td style="text-align:right;">
+101.52
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5483,6 +5785,9 @@ notHighDep
 <td style="text-align:right;">
 30.10
 </td>
+<td style="text-align:right;">
+36.81
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5509,6 +5814,9 @@ notHighDep
 <td style="text-align:right;">
 111.74
 </td>
+<td style="text-align:right;">
+128.84
+</td>
 </tr>
 <tr>
 <td style="text-align:left;">
@@ -5535,21 +5843,45 @@ notHighDep
 <td style="text-align:right;">
 52.40
 </td>
+<td style="text-align:right;">
+56.97
+</td>
 </tr>
 </tbody>
 </table>
-<pre class="r"><code>totSelectedHH &lt;- sum(lsoaDT[!is.na(lsoaCode)]$selectedEPCAddresses)
-
-meanOwnership &lt;- mean(lsoaDT$pcOwned)
-
-res10 &lt;- totSelectedHH * meanOwnership * 0.1
-res20 &lt;- totSelectedHH * meanOwnership * 0.2</code></pre>
-<p>As a rough check, if we multiply the total number of EPC addresses which fit the criteria by the mean ownership rate we get:</p>
+<pre class="r"><code>data.table::fwrite(t, file = &quot;lsoaTableForEllis.csv&quot;)</code></pre>
+<pre class="r"><code>totPrivSelected &lt;- sum(lsoaDT[!is.na(lsoaCode)]$nEPCAddressessSelectedPrivate)
+totOwnedSelected &lt;- sum(lsoaDT[!is.na(lsoaCode)]$nEPCAddressessSelectedOwned)
+
+meanPrivate &lt;- mean(lsoaDT$pcOwned + lsoaDT$`Private rented (%)`)
+
+res10own &lt;- totOwnedSelected * meanPrivate * 0.1
+res20own &lt;- totOwnedSelected * meanPrivate * 0.2
+res10priv &lt;- totPrivSelected * meanPrivate * 0.1
+res20priv &lt;- totPrivSelected * meanPrivate * 0.2
+
+res10priv</code></pre>
+<pre><code>## [1] 708.1836</code></pre>
+<pre class="r"><code>res10own</code></pre>
+<pre><code>## [1] 557.4818</code></pre>
+<pre class="r"><code>res20priv</code></pre>
+<pre><code>## [1] 1416.367</code></pre>
+<pre class="r"><code>res20own</code></pre>
+<pre><code>## [1] 1114.964</code></pre>
+<p>As a rough check, if we multiply the total number of EPC addresses which fit the criteria by the mean private ownership rate (owned + private rental = 89%) we get:</p>
+<ul>
+<li>10% of households:
 <ul>
-<li>10% of households = 635</li>
-<li>20% of households = 1269</li>
+<li>Private: 708</li>
+<li>Owned: 557</li>
+</ul></li>
+<li>20% of households:
+<ul>
+<li>Private: 1416</li>
+<li>Owned: 1115</li>
+</ul></li>
 </ul>
-<p>Note that this is only a rough guide since it assumes that LSOAs have exactly the same number of addresses/households in them.</p>
+<p>Note that these values have not been uprated to correct for missing EPCs and that they are only a rough guide since they assume that LSOAs have exactly the same number of addresses/households in them.</p>
 </div>
 <div id="annexes" class="section level1">
 <h1><span class="header-section-number">4</span> Annexes</h1>
@@ -8927,7 +9259,7 @@ kwhNDMedianGas
 </div>
 <div id="runtime" class="section level1">
 <h1><span class="header-section-number">5</span> Runtime</h1>
-<p>Analysis completed in 54.74 seconds ( 0.91 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 3.6.3 (2020-02-29) running on x86_64-apple-darwin15.6.0.</p>
+<p>Analysis completed in 51.23 seconds ( 0.85 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 3.6.3 (2020-02-29) running on x86_64-apple-darwin15.6.0.</p>
 </div>
 <div id="r-environment" class="section level1">
 <h1><span class="header-section-number">6</span> R environment</h1>
diff --git a/isleOfWight/lsoaTableForEllis.csv b/isleOfWight/lsoaTableForEllis.csv
index ac977780baa0136f426a81d41899c9519870d298..3a2e52607623a34adec20efe97c081dddd65e4df 100644
--- a/isleOfWight/lsoaTableForEllis.csv
+++ b/isleOfWight/lsoaTableForEllis.csv
@@ -1,90 +1,90 @@
-lsoaCode,nAddressesEPC,notSelectedEPCAddresses,selectedEPCAddresses,pcOwned,deprived20pc,deprived10pc,nHHsSelected
-E01033229,615,576,39,83.4890966,,,32.560747674
-E01033237,566,531,35,39.2523364,,,13.73831774
-E01033239,904,778,126,89.1089109,,,112.277227734
-E01017322,558,473,85,45.3936348,highDep,highDep,38.58458958
-E01017328,597,458,139,48.030303,highDep,highDep,66.76212117
-E01017331,589,531,58,57.2948328,highDep,highDep,33.231003024
-E01017332,710,688,22,47.6190476,highDep,highDep,10.476190472
-E01017336,905,622,283,38.647343,highDep,highDep,109.37198069
-E01017343,437,348,89,58.377425,highDep,highDep,51.95590825
-E01017345,753,636,117,38.4520885,highDep,highDep,44.988943545
-E01017363,887,667,220,50.25,highDep,highDep,110.55
-E01017366,455,406,49,62.3987034,highDep,highDep,30.575364666
-E01017295,356,315,41,63.4328358,highDep,notHighDep,26.007462678
-E01017318,320,306,14,59.2592593,highDep,notHighDep,8.296296302
-E01017319,533,421,112,68.6363636,highDep,notHighDep,76.872727232
-E01017326,815,636,179,39.2086331,highDep,notHighDep,70.183453249
-E01017340,736,645,91,57.8144854,highDep,notHighDep,52.611181714
-E01017341,411,384,27,62.8304821,highDep,notHighDep,16.964230167
-E01017350,559,536,23,63.2198953,highDep,notHighDep,14.540575919
-E01017356,672,565,107,55.8035714,highDep,notHighDep,59.709821398
-E01017282,458,430,28,73.3788396,notHighDep,notHighDep,20.546075088
-E01017283,506,397,109,81.4589666,notHighDep,notHighDep,88.790273594
-E01017284,714,660,54,85.546875,notHighDep,notHighDep,46.1953125
-E01017285,664,577,87,80.490524,notHighDep,notHighDep,70.02675588
-E01017286,457,414,43,84.4250364,notHighDep,notHighDep,36.302765652
-E01017287,439,423,16,90.0815217,notHighDep,notHighDep,14.413043472
-E01017288,489,432,57,79.4066318,notHighDep,notHighDep,45.261780126
-E01017289,650,571,79,75.9864713,notHighDep,notHighDep,60.029312327
-E01017290,366,34,332,83.3625219,notHighDep,notHighDep,276.763572708
-E01017291,412,69,343,87.5675676,notHighDep,notHighDep,300.356756868
-E01017292,549,534,15,76.0432767,notHighDep,notHighDep,11.406491505
-E01017293,471,464,7,85.7142857,notHighDep,notHighDep,5.999999999
-E01017294,414,320,94,83.3075734,notHighDep,notHighDep,78.309118996
-E01017296,330,130,200,85.4085603,notHighDep,notHighDep,170.8171206
-E01017297,485,161,324,78.7021631,notHighDep,notHighDep,254.995008444
-E01017298,427,47,380,86.2068966,notHighDep,notHighDep,327.58620708
-E01017299,423,65,358,71.2945591,notHighDep,notHighDep,255.234521578
-E01017300,1324,1079,245,64.144454,notHighDep,notHighDep,157.1539123
-E01017301,277,240,37,90.7024793,notHighDep,notHighDep,33.559917341
-E01017302,462,448,14,85.0609756,notHighDep,notHighDep,11.908536584
-E01017303,521,481,40,70.7720588,notHighDep,notHighDep,28.30882352
-E01017304,388,362,26,75.0902527,notHighDep,notHighDep,19.523465702
-E01017305,717,663,54,55.7275542,notHighDep,notHighDep,30.092879268
-E01017306,360,318,42,65.6880734,notHighDep,notHighDep,27.588990828
-E01017307,815,737,78,81.3348416,notHighDep,notHighDep,63.441176448
-E01017308,598,538,60,63.6612022,notHighDep,notHighDep,38.19672132
-E01017309,543,489,54,66.3805436,notHighDep,notHighDep,35.845493544
-E01017310,349,306,43,89.4736842,notHighDep,notHighDep,38.473684206
-E01017311,439,387,52,67.5637394,notHighDep,notHighDep,35.133144488
-E01017312,755,674,81,64.7606383,notHighDep,notHighDep,52.456117023
-E01017315,443,373,70,64.1369048,notHighDep,notHighDep,44.89583336
-E01017316,747,703,44,82.2360248,notHighDep,notHighDep,36.183850912
-E01017317,428,405,23,76.8768769,notHighDep,notHighDep,17.681681687
-E01017320,344,321,23,89.1304348,notHighDep,notHighDep,20.500000004
-E01017321,416,301,115,84.4897959,notHighDep,notHighDep,97.163265285
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