diff --git a/rowers/dataprep.py b/rowers/dataprep.py
index 71f154b3..84a25803 100644
--- a/rowers/dataprep.py
+++ b/rowers/dataprep.py
@@ -272,7 +272,7 @@ def getstatsfields():
 
     fielddict = {field.name:field.verbose_name for field in fields}
         
-    fielddict.pop('workoutid')
+    #fielddict.pop('workoutid')
     fielddict.pop('ergpace')
     fielddict.pop('hr_an')
     fielddict.pop('hr_tr')
@@ -968,6 +968,12 @@ def read_cols_df_sql(ids,columns):
     connection = engine.raw_connection()
     df = pd.read_sql_query(query,engine)
     df = df.fillna(value=0)
+    try:
+        df['peakforce'] = df['peakforce']*lbstoN
+        df['averageforce'] = df['averageforce']*lbstoN
+    except KeyError:
+        pass
+
     engine.dispose()
     return df
         
@@ -980,6 +986,12 @@ def read_df_sql(id):
 
     engine.dispose()
     df = df.fillna(value=0)
+    try:
+        df['peakforce'] = df['peakforce']*lbstoN
+        df['averageforce'] = df['averageforce']*lbstoN
+    except KeyError:
+        pass
+
     return df
 
 # Get the necessary data from the strokedata table in the DB.
diff --git a/rowers/interactiveplots.py b/rowers/interactiveplots.py
index f79b9ce2..72607cbf 100644
--- a/rowers/interactiveplots.py
+++ b/rowers/interactiveplots.py
@@ -4,14 +4,14 @@ from rowingdata import main as rmain
 from rowingdata import cumcpdata,histodata
 
 from rowingdata import rowingdata as rrdata
-
+from math import pi
 from django.utils import timezone
 
 from bokeh.palettes import Dark2_8 as palette
 import itertools
 from bokeh.plotting import figure, ColumnDataSource, Figure,curdoc
 from bokeh.models import CustomJS,Slider, TextInput
-from bokeh.charts import Histogram,HeatMap
+from bokeh.charts import Histogram,HeatMap,Area,BoxPlot
 from bokeh.resources import CDN,INLINE
 from bokeh.embed import components
 from bokeh.layouts import layout,widgetbox
@@ -87,6 +87,34 @@ def tailwind(bearing,vwind,winddir):
 from rowers.dataprep import nicepaceformat,niceformat
 from rowers.dataprep import timedeltaconv    
 
+def interactive_boxchart(datadf,fieldname):
+    TOOLS = 'save,pan,box_zoom,wheel_zoom,reset,resize'
+    plot = BoxPlot(datadf, values=fieldname, label='date',
+                   legend=False,
+                   title=axlabels[fieldname],
+                   outliers=False,
+                   tools=TOOLS,
+                   x_mapper_type='datetime')
+
+    yrange1 = Range1d(start=yaxminima[fieldname],end=yaxmaxima[fieldname])
+    plot.y_range = yrange1
+
+    plot.xaxis.axis_label = 'Date'
+    plot.yaxis.axis_label = axlabels[fieldname]
+
+    
+    plot.xaxis.formatter = DatetimeTickFormatter(
+        days=["%d %B %Y"],
+        months=["%d %B %Y"],
+        years=["%d %B %Y"],
+        )
+    plot.xaxis.major_label_orientation = pi/4
+    
+    script, div = components(plot)
+
+
+    return script,div
+
 def interactive_forcecurve(theworkouts,workstrokesonly=False):
     TOOLS = 'save,pan,box_zoom,wheel_zoom,reset,tap,hover,resize,crosshair'
 
diff --git a/rowers/templates/cumstats.html b/rowers/templates/cumstats.html
index eb0b9654..7d814c62 100644
--- a/rowers/templates/cumstats.html
+++ b/rowers/templates/cumstats.html
@@ -5,6 +5,35 @@
 {% block title %}Workout Statistics{% endblock %}
 
 {% block content %}
+
+	<script type="text/javascript" src="/static/js/bokeh-0.12.3.min.js"></script>
+	<script async="true" type="text/javascript">
+    Bokeh.set_log_level("info");
+	</script>
+
+	{{ plotscript |safe }}
+
+    <script>
+    // Set things up to resize the plot on a window resize. You can play with
+    // the arguments of resize_width_height() to change the plot's behavior.
+    var plot_resize_setup = function () {
+        var plotid = Object.keys(Bokeh.index)[0]; // assume we have just one plot
+        var plot = Bokeh.index[plotid];
+        var plotresizer = function() {
+            // arguments: use width, use height, maintain aspect ratio
+            plot.resize_width_height(true, true, true);
+        };
+        window.addEventListener('resize', plotresizer);
+        plotresizer();
+    };
+    window.addEventListener('load', plot_resize_setup);
+    </script>
+    <style>
+    /* Need this to get the page in "desktop mode"; not having an infinite height.*/
+    html, body {height: 100%; margin:5px;}
+    </style>
+
+
 <div class="grid_12 alpha">
   <h1>Workout Statistics</h1>
   <p>
@@ -18,7 +47,7 @@
     between {{ startdate|date }} and {{ enddate|date }}</p>
 
   <p>Direct link for other Pro users:
-    <a href="/rowers/{{ id }}/cumstats/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}">https://rowsandall.com/rowers/{{ id }}/cumstats/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}</a>
+    <a href="/rowers/{{ id }}/cumstats/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}/p/{{ plotfield }}">https://rowsandall.com/rowers/{{ id }}/cumstats/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}/p/{{ plotfield }}</a>
   </p>
 
   <form enctype="multipart/form-data" action="{{ formloc }}" method="post">
@@ -66,7 +95,13 @@
 <div class="grid_4 alpha">
 {% if stats %}
 {% for key, value in stats.items %}
-  <h2>{{ value.verbosename }}</h2>
+<h2>{{ value.verbosename }}</h2>
+<div class="grid_1">
+  <p>
+    <a class="button blue small" href="/rowers/{{ id }}/cumstats/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}/p/{{ key }}">Plot</a>
+    </p>
+  </div>
+
   <table width="100%" class="listtable">
     <thead>
       <tr>
@@ -97,6 +132,7 @@
 </div>
 <div class="grid_8 omega">
   {% if cordict %}
+  <div class="grid_8">
   <h2> Correlation Matrix</h2>
   <p>This matrix indicates a positive (+) or negative (-) correlation between two parameters. The Spearman correlation coefficient has values between +1 and -1. Positive correlation between two metrics means that if one metric increases, the other value is also likely to increase. Negative is the opposite. The further from zero, the higher the likelyhood.
   </p>
@@ -132,8 +168,13 @@
       {% endfor %}
     </tbody>
   </table>  
+  <div class="grid_8">
   
   {% endif %}
-</div>
+
+  <div class="grid_8">
+    {{ plotdiv|safe }}
+  </div>
+  </div>
 </div>
 {% endblock %}
diff --git a/rowers/templates/histoall.html b/rowers/templates/histoall.html
index 11f7b63e..6b1ee9c6 100644
--- a/rowers/templates/histoall.html
+++ b/rowers/templates/histoall.html
@@ -51,4 +51,4 @@
 
 </div>
 
-{% endblock %}
\ No newline at end of file
+{% endblock %}
diff --git a/rowers/urls.py b/rowers/urls.py
index a7593b1a..952b6175 100644
--- a/rowers/urls.py
+++ b/rowers/urls.py
@@ -141,6 +141,8 @@ urlpatterns = [
     url(r'^histo/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)$',views.histo),
     url(r'^histo/(?P<deltadays>\d+)$',views.histo),
     url(r'^histo/$',views.histo),
+    url(r'^cumstats/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)/p/(?P<plotfield>\w+.*)$',views.cumstats),
+    url(r'^(?P<theuser>\d+)/cumstats/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)/p/(?P<plotfield>\w+.*)$',views.cumstats),
     url(r'^(?P<theuser>\d+)/cumstats/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)$',views.cumstats),
     url(r'^(?P<theuser>\d+)/cumstats/(?P<deltadays>\d+)$',views.cumstats),
     url(r'^cumstats/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)$',views.cumstats),
diff --git a/rowers/views.py b/rowers/views.py
index 1e6b24c8..6746e7fe 100644
--- a/rowers/views.py
+++ b/rowers/views.py
@@ -3834,11 +3834,12 @@ def workout_geeky_view(request,id=0,message="",successmessage=""):
 # Cumulative stats page
 @login_required()
 def cumstats(request,theuser=0,
-	     startdate=timezone.now()-datetime.timedelta(days=365),
+	     startdate=timezone.now()-datetime.timedelta(days=30),
 	     enddate=timezone.now(),
 	     deltadays=-1,
 	     startdatestring="",
 	     enddatestring="",
+             plotfield='spm',
              options={
                  'includereststrokes':False,
                  'workouttypes':['rower','dynamic','slides']
@@ -3957,6 +3958,12 @@ def cumstats(request,theuser=0,
 
     ids = [int(workout.id) for workout in allergworkouts]
 
+    datemapping = {
+        w.id:w.date for w in allergworkouts
+        }
+
+    
+    
     fieldlist,fielddict = dataprep.getstatsfields()
     
     # prepare data frame
@@ -3972,6 +3979,7 @@ def cumstats(request,theuser=0,
     # Create stats
     stats = {}
     fielddict.pop('workoutstate')
+    fielddict.pop('workoutid')
 
     for field,verbosename in fielddict.iteritems():
         thedict = {
@@ -3998,8 +4006,14 @@ def cumstats(request,theuser=0,
             except KeyError:
                 thedict[field2] = 0
 
-            cordict[field1] = thedict
+        cordict[field1] = thedict
 
+    # interactive box plot
+    datadf['workoutid'].replace(datemapping,inplace=True)
+    datadf.rename(columns={"workoutid":"date"},inplace=True)
+    datadf = datadf.sort_values(['date'])
+    script,div = interactive_boxchart(datadf,plotfield)
+    
     # set options form correctly
     initial = {}
     initial['includereststrokes'] = includereststrokes
@@ -4027,6 +4041,9 @@ def cumstats(request,theuser=0,
 		      'deltaform':deltaform,
                       'optionsform':optionsform,
                       'cordict':cordict,
+                      'plotscript':script,
+                      'plotdiv':div,
+                      'plotfield':plotfield,
                   })
 
     request.session['options'] = options