diff --git a/app/assets/javascripts/exercise_collections.js.erb b/app/assets/javascripts/exercise_collections.js.erb
new file mode 100644
index 00000000..7e048b55
--- /dev/null
+++ b/app/assets/javascripts/exercise_collections.js.erb
@@ -0,0 +1,103 @@
+$(function() {
+  if ($.isController('exercise_collections')) {
+    var data = $('#data').data('working-times');
+    var averageWorkingTimeValue = parseFloat($('#data').data('average-working-time'));
+
+    var margin = { top: 30, right: 40, bottom: 30, left: 50 },
+      width = 720 - margin.left - margin.right,
+      height = 500 - margin.top - margin.bottom;
+
+    var x = d3.scaleBand().range([0, width]);
+    var y = d3.scaleLinear().range([height, 0]);
+
+    var xAxis = d3.axisBottom(x);
+    var yAxisLeft = d3.axisLeft(y);
+
+    var tooltip = d3.select("#graph").append("div").attr("class", "exercise-id-tooltip");
+
+    var averageWorkingTime = d3.line()
+      .x(function (d) { return x(d.index) + x.bandwidth()/2; })
+      .y(function () { return y(averageWorkingTimeValue); });
+
+    var minWorkingTime = d3.line()
+      .x(function (d) { return x(d.index) + x.bandwidth()/2; })
+      .y(function () { return y(0.1*averageWorkingTimeValue); });
+
+    var maxWorkingTime = d3.line()
+      .x(function (d) { return x(d.index) + x.bandwidth()/2; })
+      .y(function () { return y(2*averageWorkingTimeValue); });
+
+    var svg = d3.select('#graph')
+      .append("svg")
+      .attr("width", width + margin.left + margin.right)
+      .attr("height", height + margin.top + margin.bottom)
+      .append("g")
+      .attr("transform",
+        "translate(" + margin.left + "," + margin.top + ")");
+
+    // Get the data
+    data = Object.keys(data).map(function (key, index) {
+      return {
+        index: index,
+        exercise_id: parseInt(key),
+        working_time: parseFloat(data[key])
+      };
+    });
+
+    // Scale the range of the data
+    x.domain(data.map(function (d) { return d.index; }));
+    y.domain([0, d3.max(data, function (d) { return d.working_time; })]);
+
+    // Add the X Axis
+    svg.append("g")
+      .attr("class", "x axis")
+      .attr("transform", "translate(0," + height + ")")
+      .call(xAxis);
+
+    // Add the Y Axis
+    svg.append("g")
+      .attr("class", "y axis")
+      .style("fill", "steelblue")
+      .call(yAxisLeft);
+
+    // Draw the bars
+    svg.selectAll("bar")
+      .data(data)
+      .enter()
+      .append("rect")
+      .style("fill", "#008cba")
+      .style("cursor", "pointer")
+      .on("mousemove", function (d){
+        tooltip
+          .style("left", d3.event.pageX - 50 + "px")
+          .style("top", d3.event.pageY + 50 + "px")
+          .style("display", "inline-block")
+          .html("<%= I18n.t('activerecord.models.exercise.one') %> ID: " + d.exercise_id + "<br>" +
+            "<%= I18n.t('exercises.statistics.average_worktime') %>: " + d.working_time + "s");
+      })
+      .on("mouseout", function (){ tooltip.style("display", "none");})
+      .on("click", function (d) {
+        window.location.href = "/exercises/" + d.exercise_id + "/statistics";
+      })
+      .attr("x", function (d) { return x(d.index); })
+      .attr("width", x.bandwidth())
+      .attr("y", function (d) { return y(d.working_time); })
+      .attr("height", function (d) { return height - y(d.working_time); });
+
+    // Add the average working time path
+    svg.append("path")
+      .datum(data)
+      .attr("class", "line average-working-time")
+      .attr("d", averageWorkingTime);
+
+    // Add the anomaly paths (min/max average exercise working time)
+    svg.append("path")
+      .datum(data)
+      .attr("class", "line minimum-working-time")
+      .attr("d", minWorkingTime);
+    svg.append("path")
+      .datum(data)
+      .attr("class", "line maximum-working-time")
+      .attr("d", maxWorkingTime);
+  }
+});
diff --git a/app/assets/stylesheets/exercise_collections.scss b/app/assets/stylesheets/exercise_collections.scss
new file mode 100644
index 00000000..6a2d630e
--- /dev/null
+++ b/app/assets/stylesheets/exercise_collections.scss
@@ -0,0 +1,22 @@
+path.line.minimum-working-time {
+  stroke: #8efa00;
+}
+
+path.line.average-working-time {
+  stroke: #ffca00;
+}
+
+path.line.maximum-working-time {
+  stroke: #ff2600;
+}
+
+.exercise-id-tooltip {
+  position: absolute;
+  display: none;
+  min-width: 80px;
+  height: auto;
+  background: none repeat scroll 0 0 #ffffff;
+  border: 1px solid #008cba;
+  padding: 14px;
+  text-align: center;
+}
diff --git a/app/models/exercise_collection.rb b/app/models/exercise_collection.rb
index 249e7269..661bed81 100644
--- a/app/models/exercise_collection.rb
+++ b/app/models/exercise_collection.rb
@@ -4,12 +4,16 @@ class ExerciseCollection < ActiveRecord::Base
   has_and_belongs_to_many :exercises
   belongs_to :user, polymorphic: true
 
-  def average_working_time
+  def exercise_working_times
     working_times = {}
     exercises.each do |exercise|
       working_times[exercise.id] = time_to_f exercise.average_working_time
     end
-    working_times.values.reduce(:+) / working_times.size
+    working_times
+  end
+
+  def average_working_time
+    exercise_working_times.values.reduce(:+) / exercises.size
   end
 
   def to_s
diff --git a/app/views/exercise_collections/statistics.html.slim b/app/views/exercise_collections/statistics.html.slim
index 686c79c1..4a8a04ac 100644
--- a/app/views/exercise_collections/statistics.html.slim
+++ b/app/views/exercise_collections/statistics.html.slim
@@ -4,3 +4,6 @@ h1 = @exercise_collection
 = row(label: 'exercise_collections.updated_at', value: @exercise_collection.updated_at)
 = row(label: 'exercise_collections.exercises', value: @exercise_collection.exercises.count)
 = row(label: 'exercises.statistics.average_worktime', value: @exercise_collection.average_working_time.round(3).to_s + 's')
+
+#graph
+  #data.hidden(data-working-times=ActiveSupport::JSON.encode(@exercise_collection.exercise_working_times) data-average-working-time=@exercise_collection.average_working_time)