diff --git a/rowers/forms.py b/rowers/forms.py
index d5a1715d..69b6870f 100644
--- a/rowers/forms.py
+++ b/rowers/forms.py
@@ -297,6 +297,9 @@ formaxlabels = axlabels.copy()
 formaxlabels.pop('None')
 parchoices = list(sorted(formaxlabels.items(), key = lambda x:x[1]))
 
+class BoxPlotChoiceForm(forms.Form):
+    yparam = forms.ChoiceField(choices=parchoices,initial='spm',
+                               label='Metric')
     
 class ChartParamChoiceForm(forms.Form):
     plotchoices = (
diff --git a/rowers/templates/analysis.html b/rowers/templates/analysis.html
index 4cdbf511..2dc2cf43 100644
--- a/rowers/templates/analysis.html
+++ b/rowers/templates/analysis.html
@@ -64,11 +64,15 @@
     </p>
   </div>
   <div class="grid_2 omega">
-    <p class="button white small">
-      Pro Feature 3
+    <p>
+      {% if user.rower.rowerplan == 'pro' or user.rower.rowerplan == 'coach' %}
+      <a class="button blue small" href="/rowers/user-boxplot-select">Box Chart</a>		
+      {% else %}
+      <a class="button blue small" href="/rowers/promembership">Box Chart</a>		
+      {% endif %}
     </p>
     <p>
-      Reserved for future functionality.
+      BETA: Box Chart Statistics of stroke metrics over a date range
     </p>
   </div>
 </div>
diff --git a/rowers/templates/boxplot.html b/rowers/templates/boxplot.html
new file mode 100644
index 00000000..ce250dd2
--- /dev/null
+++ b/rowers/templates/boxplot.html
@@ -0,0 +1,63 @@
+{% extends "base.html" %}
+{% load staticfiles %}
+{% load rowerfilters %}
+
+{% block title %}View Comparison {% 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>
+
+{{ interactiveplot |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, false, false);
+  };
+  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 id="workouts" class="grid_8 alpha">
+  <h1>Box Chart</h1>
+</div>
+<div class="grid_4 omega">
+  <form enctype="multipart/form-data" action="/rowers/user-boxplot" method="post">
+  {% csrf_token %}
+    <table>
+      {{ chartform.as_table }}
+    </table>
+    <div class="grid_1 prefix_2 suffix_1">
+      <p>
+        <input name='workoutselectform' class="button green" type="submit" value="Submit">
+      </p>
+    </div>
+  </form>
+</div>
+<div class="grid_12 alpha">
+  
+   
+  
+  <div id="theplot" class="grid_12 alpha flexplot">
+    {{ the_div|safe }}
+  </div>
+</div>
+
+
+{% endblock %}
diff --git a/rowers/templates/user_boxplot_select.html b/rowers/templates/user_boxplot_select.html
new file mode 100644
index 00000000..155cd3d9
--- /dev/null
+++ b/rowers/templates/user_boxplot_select.html
@@ -0,0 +1,89 @@
+{% extends "base.html" %}
+{% load staticfiles %}
+{% load rowerfilters %}
+
+{% block title %}Workouts{% endblock %}
+
+{% block content %}
+
+
+<div class="grid_12 alpha">
+  <div class="grid_8 suffix_4 alpha">
+    {% include "teambuttons.html" with teamid=team.id %}
+  </div>
+</div>
+<div class="grid_12 alpha">
+    <h3>{{ team.name }} Team Workouts</h3>
+</div>
+<div class="grid_12 alpha">
+  <div class="grid_4 alpha">
+
+    {% if theuser %}
+    <form enctype="multipart/form-data" action="/rowers/user-boxplot-select/user/{{ theuser.id }}/" method="post">
+    {% else %}
+    <form enctype="multipart/form-data" action="/rowers/user-boxplot-select/" method="post">
+      {% endif %}
+      
+      <table>
+        {{ dateform.as_table }}
+      </table>
+      {% csrf_token %}
+  </div>
+  <div class="grid_2">
+    <input name='daterange' class="button green" type="submit" value="Submit">	</form>
+  </div>
+<div class="grid_5 prefix_1 omega">
+  <form id="searchform" action="/rowers/user-boxplot-select/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}"
+        method="get" accept-charset="utf-8">
+    <div class="grid_3 prefix_1 alpha">
+      <input class="searchfield" id="searchbox" name="q" type="text" placeholder="Search">
+    </div>
+    <div class="grid_1 omega">
+      <button class="button blue small" type="submit">
+        Search
+      </button>
+    </div>
+  </form>
+</div>
+
+</div>
+
+
+<form enctype="multipart/form-data" action="/rowers/user-boxplot" method="post">
+  <div id="workouts_table" class="grid_8 alpha">
+
+
+  {% if workouts %}
+  
+
+  <table width="100%" class="listtable">
+    {{ form.as_table }}
+  </table>
+{% else %}
+<p> No workouts found </p>
+{% endif %}
+</div>
+  <div id="form_settings" class="grid_4 alpha">
+    <p><b>Warning: You are on an experimental part of the site. Use at your own risk.</b></p>
+    <p>Select two or more workouts on the left, set your plot settings below,
+      and press submit"</p>
+  {% csrf_token %}
+  <table>
+    {{ chartform.as_table }}
+  </table>
+  <div class="grid_1 prefix_2 suffix_1">
+    <p>
+      <input name='workoutselectform' class="button green" type="submit" value="Submit">
+      </p>
+  </div>
+  <div class="grid_4">
+    <p>You can use the date and search forms above to search through all
+      workouts from this team.</p>
+    <p>TIP: Agree with your team members to put tags (e.g. '8x500m') in the notes section of
+      your workouts. That makes it easy to search.</p>
+    </div>
+</div>
+</form>
+
+
+{% endblock %}
diff --git a/rowers/urls.py b/rowers/urls.py
index 952b6175..d7b8f857 100644
--- a/rowers/urls.py
+++ b/rowers/urls.py
@@ -124,6 +124,10 @@ urlpatterns = [
     url(r'^team-compare-select/team/(?P<teamid>\d+)/$',views.team_comparison_select),
     url(r'^team-compare-select/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)$',views.team_comparison_select),
     url(r'^team-compare-select/$',views.team_comparison_select),
+    url(r'^user-boxplot-select/team/(?P<userid>\d+)/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)$',views.user_boxplot_select),
+    url(r'^user-boxplot-select/user/(?P<userid>\d+)/$',views.user_boxplot_select),
+    url(r'^user-boxplot-select/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)$',views.user_boxplot_select),
+    url(r'^user-boxplot-select/$',views.user_boxplot_select),
     url(r'^list-graphs/$',views.graphs_view),
     url(r'^(?P<theuser>\d+)/ote-bests/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)$',views.rankings_view),
     url(r'^(?P<theuser>\d+)/ote-bests/(?P<deltadays>\d+)$',views.rankings_view),
@@ -220,6 +224,7 @@ urlpatterns = [
     url(r'^workout/(?P<id>\d+)/underarmouruploadw/$',views.workout_underarmour_upload_view),
     url(r'^workout/(?P<id>\d+)/tpuploadw/$',views.workout_tp_upload_view),
     url(r'^multi-compare$',views.multi_compare_view),
+    url(r'^user-boxplot$',views.boxplot_view),
     url(r'^me/teams/$',views.rower_teams_view),
     url(r'^team/(?P<id>\d+)/$',views.team_view),
     url(r'^team/(?P<id>\d+)/edit$',views.team_edit_view),
diff --git a/rowers/views.py b/rowers/views.py
index def43cda..506fb65a 100644
--- a/rowers/views.py
+++ b/rowers/views.py
@@ -34,7 +34,7 @@ from rowers.forms import (
     EmailForm, RegistrationForm, RegistrationFormTermsOfService,
     RegistrationFormUniqueEmail,CNsummaryForm,UpdateWindForm,
     UpdateStreamForm,WorkoutMultipleCompareForm,ChartParamChoiceForm,
-    FusionMetricChoiceForm,
+    FusionMetricChoiceForm,BoxPlotChoiceForm,
     )
 from rowers.models import Workout, User, Rower, WorkoutForm,FavoriteChart
 from rowers.models import (
@@ -2847,6 +2847,8 @@ def team_comparison_select(request,
                    'teams':get_my_teams(request.user),
                    })
 
+
+# Team comparison
 @login_required()
 def multi_compare_view(request):
     promember=0
@@ -2926,6 +2928,181 @@ def multi_compare_view(request):
         url = reverse(workouts_view)
         return HttpResponseRedirect(url)
 
+# Box plots
+@user_passes_test(ispromember,login_url="/",redirect_field_name=None)
+def user_boxplot_select(request,
+                        startdatestring="",
+                        enddatestring="",
+                        message='',
+                        successmessage='',
+                        startdate=timezone.now()-datetime.timedelta(days=30),
+                        enddate=timezone.now()+datetime.timedelta(days=1),
+                        userid=0):
+
+    if userid == 0:
+        user = request.user
+    else:
+        user = User.objects.get(id=userid)
+        
+    try:
+	r = Rower.objects.get(user=user)
+    except Rower.DoesNotExist:
+        raise Http404("Rower doesn't exist")
+    
+    if request.method == 'POST':
+        dateform = DateRangeForm(request.POST)
+        if dateform.is_valid():
+            startdate = dateform.cleaned_data['startdate']
+            enddate = dateform.cleaned_data['enddate']
+    else:
+        dateform = DateRangeForm(initial={
+            'startdate':startdate,
+            'enddate':enddate,
+            })
+
+    startdate = datetime.datetime.combine(startdate,datetime.time())
+    enddate = datetime.datetime.combine(enddate,datetime.time(23,59,59))
+    enddate = enddate+datetime.timedelta(days=1)
+
+    if startdatestring:
+        startdate = iso8601.parse_date(startdatestring)
+    if enddatestring:
+        enddate = iso8601.parse_date(enddatestring)
+
+    if enddate < startdate:
+        s = enddate
+        enddate = startdate
+        startdate = s
+
+
+    workouts = Workout.objects.filter(user=r,
+                                      startdatetime__gte=startdate,
+                                      startdatetime__lte=enddate).order_by("-date", "-starttime")
+
+    query = request.GET.get('q')
+    if query:
+        query_list = query.split()
+        workouts = workouts.filter(
+            reduce(operator.and_,
+                   (Q(name__icontains=q) for q in query_list)) |
+            reduce(operator.and_,
+                   (Q(notes__icontains=q) for q in query_list))
+            )
+
+    form = WorkoutMultipleCompareForm()
+    form.fields["workouts"].queryset = workouts
+
+    chartform = BoxPlotChoiceForm()
+
+    messages.info(request,successmessage)
+    messages.error(request,message)
+    
+    return render(request, 'user_boxplot_select.html',
+                  {'workouts': workouts,
+                   'dateform':dateform,
+                   'startdate':startdate,
+                   'enddate':enddate,
+                   'theuser':user,
+                   'form':form,
+                   'chartform':chartform,
+                   'teams':get_my_teams(request.user),
+                   })
+
+@user_passes_test(ispromember,login_url="/",redirect_field_name=None)
+def boxplot_view(request,userid=0,
+                 options={
+                     'includereststrokes':False,
+                     }):
+
+    if 'options' in request.session:
+        options = request.session['options']
+        
+    includereststrokes = options['includereststrokes']
+    workstrokesonly = not includereststrokes
+            
+    if request.method == 'POST' and 'workouts' in request.POST:
+        form = WorkoutMultipleCompareForm(request.POST)
+        chartform = BoxPlotChoiceForm(request.POST)
+        if form.is_valid() and chartform.is_valid():
+            cd = form.cleaned_data
+            workouts = cd['workouts']
+            plotfield = chartform.cleaned_data['yparam']
+            ids = [int(w.id) for w in workouts]
+            request.session['ids'] = ids
+
+            labeldict = {
+                int(w.id): w.__unicode__() for w in workouts
+                }
+            
+            
+            datemapping = {
+                w.id:w.date for w in workouts
+            }
+
+    
+    
+            fieldlist,fielddict = dataprep.getstatsfields()
+            fieldlist = [plotfield,'workoutid']
+    
+            # prepare data frame
+            datadf = dataprep.read_cols_df_sql(ids,fieldlist)
+            
+            datadf = dataprep.clean_df_stats(datadf,workstrokesonly=workstrokesonly)
+            datadf['workoutid'].replace(datemapping,inplace=True)
+            datadf.rename(columns={"workoutid":"date"},inplace=True)
+            datadf = datadf.sort_values(['date'])
+            script,div = interactive_boxchart(datadf,plotfield)
+            
+
+            return render(request,'boxplot.html',
+                          {'interactiveplot':script,
+                           'the_div':div,
+                           'chartform':chartform,
+                           'teams':get_my_teams(request.user),
+                           })
+        else:
+            return HttpResponse("Form is not valid")
+    if request.method == 'POST' and 'ids' in request.session:
+        chartform = BoxPlotChoiceForm(request.POST)
+        if chartform.is_valid():
+            plotfield = chartform.cleaned_data['yparam']
+            ids = request.session['ids']
+            request.session['ids'] = ids
+            workouts = [Workout.objects.get(id=id) for id in ids]
+
+            labeldict = {
+                int(w.id): w.__unicode__() for w in workouts
+                }
+            
+            datemapping = {
+                w.id:w.date for w in workouts
+            }
+
+            fieldlist,fielddict = dataprep.getstatsfields()
+            fieldlist = [plotfield,'workoutid']
+    
+            # prepare data frame
+            datadf = dataprep.read_cols_df_sql(ids,fieldlist)
+            
+            datadf = dataprep.clean_df_stats(datadf,workstrokesonly=workstrokesonly)
+            datadf['workoutid'].replace(datemapping,inplace=True)
+            datadf.rename(columns={"workoutid":"date"},inplace=True)
+            datadf = datadf.sort_values(['date'])
+            script,div = interactive_boxchart(datadf,plotfield)
+
+
+            return render(request,'boxplot.html',
+                          {'interactiveplot':script,
+                           'the_div':div,
+                           'chartform':chartform,
+                           'teams':get_my_teams(request.user),
+                           })
+        else:
+            return HttpResponse("invalid form")
+    else:
+        url = reverse(workouts_view)
+        return HttpResponseRedirect(url)
+
 # List Workouts    
 @login_required()
 def workouts_view(request,message='',successmessage='',