diff --git a/docs/en/concepts/performance/images/info-irr-future-value.svg b/docs/en/concepts/performance/images/info-irr-future-value.svg
index b521af3e..3a08b812 100644
--- a/docs/en/concepts/performance/images/info-irr-future-value.svg
+++ b/docs/en/concepts/performance/images/info-irr-future-value.svg
@@ -1,8 +1,8 @@
 <?xml version="1.0" encoding="UTF-8" standalone="no"?>
 <svg
-   width="1821.6766"
-   height="487.47495"
-   viewBox="0 0 481.98529 128.97775"
+   width="2019.6796"
+   height="592.49097"
+   viewBox="0 0 534.37356 156.76324"
    version="1.1"
    id="svg8"
    sodipodi:docname="info-irr-future-value.svg"
@@ -24,8 +24,8 @@
      inkscape:pagecheckerboard="0"
      inkscape:deskcolor="#d1d1d1"
      inkscape:zoom="0.70908634"
-     inkscape:cx="1032.3143"
-     inkscape:cy="-272.18124"
+     inkscape:cx="1123.2765"
+     inkscape:cy="-234.10407"
      inkscape:window-width="3840"
      inkscape:window-height="2054"
      inkscape:window-x="2869"
@@ -89,7 +89,7 @@
      inkscape:groupmode="layer"
      id="layer4"
      inkscape:label="text"
-     transform="translate(-18.063989,-11.084785)"><path
+     transform="translate(6.2133804,-0.98645619)"><path
        style="fill:none;stroke:#aa4400;stroke-width:1.32292;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-2)"
        d="M 18.063989,28.284349 H 491.71488"
        id="path1452-6"
diff --git a/docs/en/concepts/performance/money-weighted.md b/docs/en/concepts/performance/money-weighted.md
index 98e90135..e1f5d48d 100644
--- a/docs/en/concepts/performance/money-weighted.md
+++ b/docs/en/concepts/performance/money-weighted.md
@@ -17,7 +17,7 @@ Figure: Visualisation of Future Value calculation.{class=pp-figure}
 
 ![](images/info-irr-future-value.svg) 
 
-Calculating IRR is in fact the inverse of calculating the future value (FV) of an investment. You don't know the interest rate or IRR, but you do know the MVB, the MVE, and the intermittent cashflows. According to Equation:
+Calculating IRR is the inverse of calculating the future value (FV) of an investment. You don't know the interest rate or IRR, but you do know the MVB, the MVE, and the intermittent cashflows. According to Equation:
 
 `1000 * (1 + IRR)^(3x365/365) + 500 * (1 + IRR)^(2x365/365) + 1000 * (1 + IRR)^(365/365) = 3036`