diff --git a/homeassistant/components/frontend/version.py b/homeassistant/components/frontend/version.py
index a9c3cd0bef2..9dac17cae0d 100644
--- a/homeassistant/components/frontend/version.py
+++ b/homeassistant/components/frontend/version.py
@@ -1,2 +1,2 @@
 """ DO NOT MODIFY. Auto-generated by build_frontend script """
-VERSION = "9472014df7b663c70bf33bb456bd8245"
+VERSION = "a6643dc82e02ec14b6c1b662f1aab661"
diff --git a/homeassistant/components/frontend/www_static/frontend.html b/homeassistant/components/frontend/www_static/frontend.html
index be9c2ba1fea..0f8fc706158 100644
--- a/homeassistant/components/frontend/www_static/frontend.html
+++ b/homeassistant/components/frontend/www_static/frontend.html
@@ -5876,43 +5876,64 @@ this._removeChildren();
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+  !*** ./~/lodash/internal/baseSortBy.js ***!
+  \*****************************************/
+function(t,e,n){function r(t,e){var n=t.length;for(t.sort(e);n--;)t[n]=t[n].value;return t}t.exports=r},/*!*****************************************!*\
+  !*** ./~/lodash/internal/baseValues.js ***!
+  \*****************************************/
+function(t,e,n){function r(t,e){for(var n=-1,r=e.length,i=Array(r);++n<r;)i[n]=t[e[n]];return i}t.exports=r},/*!***********************************************!*\
+  !*** ./~/lodash/internal/compareAscending.js ***!
+  \***********************************************/
+function(t,e,n){function r(t,e){return i(t.criteria,e.criteria)||t.index-e.index}var i=n(/*! ./baseCompareAscending */69);t.exports=r},/*!*********************************************!*\
+  !*** ./~/lodash/internal/createBaseEach.js ***!
+  \*********************************************/
+function(t,e,n){function r(t,e){return function(n,r){var a=n?i(n):0;if(!o(a))return t(n,r);for(var s=e?a:-1,c=u(n);(e?s--:++s<a)&&r(c[s],s,c)!==!1;);return n}}var i=n(/*! ./getLength */43),o=n(/*! ./isLength */7),u=n(/*! ./toObject */8);t.exports=r},/*!********************************************!*\
+  !*** ./~/lodash/internal/createBaseFor.js ***!
+  \********************************************/
+function(t,e,n){function r(t){return function(e,n,r){for(var o=i(e),u=r(e),a=u.length,s=t?a:-1;t?s--:++s<a;){var c=u[s];if(n(o[c],c,o)===!1)break}return e}}var i=n(/*! ./toObject */8);t.exports=r},/*!********************************************!*\
+  !*** ./~/lodash/internal/createForEach.js ***!
+  \********************************************/
+function(t,e,n){function r(t,e){return function(n,r,u){return"function"==typeof r&&void 0===u&&o(n)?t(n,r):e(n,i(r,u,3))}}var i=n(/*! ./bindCallback */42),o=n(/*! ../lang/isArray */6);t.exports=r},/*!******************************************!*\
+  !*** ./~/lodash/internal/equalArrays.js ***!
+  \******************************************/
+function(t,e,n){function r(t,e,n,r,i,o,u){var a=-1,s=t.length,c=e.length,f=!0;if(s!=c&&!(i&&c>s))return!1;for(;f&&++a<s;){var l=t[a],h=e[a];if(f=void 0,r&&(f=i?r(h,l,a):r(l,h,a)),void 0===f)if(i)for(var p=c;p--&&(h=e[p],!(f=l&&l===h||n(l,h,r,i,o,u))););else f=l&&l===h||n(l,h,r,i,o,u)}return!!f}t.exports=r},/*!*****************************************!*\
+  !*** ./~/lodash/internal/equalByTag.js ***!
+  \*****************************************/
+function(t,e,n){function r(t,e,n){switch(n){case i:case o:return+t==+e;case u:return t.name==e.name&&t.message==e.message;case a:return t!=+t?e!=+e:t==+e;case s:case c:return t==e+""}return!1}var i="[object Boolean]",o="[object Date]",u="[object Error]",a="[object Number]",s="[object RegExp]",c="[object String]";t.exports=r},/*!*******************************************!*\
+  !*** ./~/lodash/internal/equalObjects.js ***!
+  \*******************************************/
+function(t,e,n){function r(t,e,n,r,o,a,s){var c=i(t),f=c.length,l=i(e),h=l.length;if(f!=h&&!o)return!1;for(var p=o,_=-1;++_<f;){var v=c[_],d=o?v in e:u.call(e,v);if(d){var y=t[v],g=e[v];d=void 0,r&&(d=o?r(g,y,v):r(y,g,v)),void 0===d&&(d=y&&y===g||n(y,g,r,o,a,s))}if(!d)return!1;p||(p="constructor"==v)}if(!p){var m=t.constructor,w=e.constructor;if(m!=w&&"constructor"in t&&"constructor"in e&&!("function"==typeof m&&m instanceof m&&"function"==typeof w&&w instanceof w))return!1}return!0}var i=n(/*! ../object/keys */13),o=Object.prototype,u=o.hasOwnProperty;t.exports=r},/*!*********************************************!*\
+  !*** ./~/lodash/internal/isIterateeCall.js ***!
+  \*********************************************/
+function(t,e,n){function r(t,e,n){if(!u(n))return!1;var r=typeof e;if("number"==r?i(n)&&o(e,n.length):"string"==r&&e in n){var a=n[e];return t===t?t===a:a!==a}return!1}var i=n(/*! ./isArrayLike */11),o=n(/*! ./isIndex */23),u=n(/*! ../lang/isObject */10);t.exports=r},/*!***************************************!*\
+  !*** ./~/lodash/internal/shimKeys.js ***!
+  \***************************************/
+function(t,e,n){function r(t){for(var e=s(t),n=e.length,r=n&&t.length,f=r&&a(r)&&(o(t)||c.nonEnumArgs&&i(t)),h=-1,p=[];++h<n;){var _=e[h];(f&&u(_,r)||l.call(t,_))&&p.push(_)}return p}var i=n(/*! ../lang/isArguments */47),o=n(/*! ../lang/isArray */6),u=n(/*! ./isIndex */23),a=n(/*! ./isLength */7),s=n(/*! ../object/keysIn */91),c=n(/*! ../support */49),f=Object.prototype,l=f.hasOwnProperty;t.exports=r},/*!***************************************!*\
+  !*** ./~/lodash/lang/isTypedArray.js ***!
+  \***************************************/
+function(t,e,n){function r(t){return o(t)&&i(t.length)&&!!x[k.call(t)]}var i=n(/*! ../internal/isLength */7),o=n(/*! ../internal/isObjectLike */12),u="[object Arguments]",a="[object Array]",s="[object Boolean]",c="[object Date]",f="[object Error]",l="[object Function]",h="[object Map]",p="[object Number]",_="[object Object]",v="[object RegExp]",d="[object Set]",y="[object String]",g="[object WeakMap]",m="[object ArrayBuffer]",w="[object Float32Array]",b="[object Float64Array]",T="[object Int8Array]",E="[object Int16Array]",O="[object Int32Array]",I="[object Uint8Array]",S="[object Uint8ClampedArray]",A="[object Uint16Array]",N="[object Uint32Array]",x={};x[w]=x[b]=x[T]=x[E]=x[O]=x[I]=x[S]=x[A]=x[N]=!0,x[u]=x[a]=x[m]=x[s]=x[c]=x[f]=x[l]=x[h]=x[p]=x[_]=x[v]=x[d]=x[y]=x[g]=!1;var C=Object.prototype,k=C.toString;t.exports=r},/*!***********************************!*\
+  !*** ./~/lodash/object/keysIn.js ***!
+  \***********************************/
+function(t,e,n){function r(t){if(null==t)return[];s(t)||(t=Object(t));var e=t.length;e=e&&a(e)&&(o(t)||c.nonEnumArgs&&i(t))&&e||0;for(var n=t.constructor,r=-1,f="function"==typeof n&&n.prototype===t,h=Array(e),p=e>0;++r<e;)h[r]=r+"";for(var _ in t)p&&u(_,e)||"constructor"==_&&(f||!l.call(t,_))||h.push(_);return h}var i=n(/*! ../lang/isArguments */47),o=n(/*! ../lang/isArray */6),u=n(/*! ../internal/isIndex */23),a=n(/*! ../internal/isLength */7),s=n(/*! ../lang/isObject */10),c=n(/*! ../support */49),f=Object.prototype,l=f.hasOwnProperty;t.exports=r},/*!***********************************!*\
+  !*** ./~/lodash/object/values.js ***!
+  \***********************************/
+function(t,e,n){function r(t){return i(t,o(t))}var i=n(/*! ../internal/baseValues */80),o=n(/*! ./keys */13);t.exports=r},/*!*****************************************!*\
+  !*** ./~/lodash/string/escapeRegExp.js ***!
+  \*****************************************/
+function(t,e,n){function r(t){return t=i(t),t&&u.test(t)?t.replace(o,"\\$&"):t}var i=n(/*! ../internal/baseToString */41),o=/[.*+?^${}()|[\]\/\\]/g,u=RegExp(o.source);t.exports=r},/*!**************************************!*\
+  !*** ./~/lodash/utility/constant.js ***!
+  \**************************************/
+function(t,e,n){function r(t){return function(){return t}}t.exports=r},/*!**************************************!*\
+  !*** ./~/lodash/utility/property.js ***!
+  \**************************************/
+function(t,e,n){function r(t){return u(t)?i(t):o(t)}var i=n(/*! ../internal/baseProperty */40),o=n(/*! ../internal/basePropertyDeep */77),u=n(/*! ../internal/isKey */44);t.exports=r},/*!***********************************!*\
   !*** (webpack)/buildin/module.js ***!
   \***********************************/
 function(t,e,n){t.exports=function(t){return t.webpackPolyfill||(t.deprecate=function(){},t.paths=[],t.children=[],t.webpackPolyfill=1),t}},/*!********************************************************!*\
@@ -14345,119 +14507,6 @@ Fires `api-load` event when ready.
   });
 </script>
 <script>
-(function() {
-  Polymer({
-    is: 'state-history-chart-timeline',
-
-    properties: {
-      data: {
-        type: Object,
-        observer: 'dataChanged',
-      },
-
-      isAttached: {
-        type: Boolean,
-        value: false,
-        observer: 'dataChanged',
-      },
-    },
-
-    created: function() {
-      this.style.display = 'block';
-    },
-
-    attached: function() {
-      this.isAttached = true;
-    },
-
-    dataChanged: function() {
-      this.drawChart();
-    },
-
-    drawChart: function() {
-      if (!this.isAttached) {
-        return;
-      }
-
-      var root = Polymer.dom(this);
-      var stateHistory = this.data;
-
-      while (root.lastChild) {
-        root.removeChild(root.lastChild);
-      }
-
-      if (!stateHistory || stateHistory.length === 0) {
-        return;
-      }
-      // debugger;
-      var chart = new google.visualization.Timeline(this);
-      var dataTable = new google.visualization.DataTable();
-
-      dataTable.addColumn({ type: 'string', id: 'Entity' });
-      dataTable.addColumn({ type: 'string', id: 'State' });
-      dataTable.addColumn({ type: 'date', id: 'Start' });
-      dataTable.addColumn({ type: 'date', id: 'End' });
-
-      var addRow = function(entityDisplay, stateStr, start, end) {
-        stateStr = stateStr.replace(/_/g, ' ');
-        dataTable.addRow([entityDisplay, stateStr, start, end]);
-      };
-
-      // people can pass in history of 1 entityId or a collection.
-      // var stateHistory;
-      // if (_.isArray(data[0])) {
-      //   stateHistory = data;
-      // } else {
-      //   stateHistory = [data];
-      //   isSingleDevice = true;
-      // }
-
-      var numTimelines = 0;
-      // stateHistory is a list of lists of sorted state objects
-      stateHistory.forEach(function(stateInfo) {
-        if(stateInfo.length === 0) return;
-
-        var entityDisplay = stateInfo[0].entityDisplay;
-        var newLastChanged, prevState = null, prevLastChanged = null;
-
-        stateInfo.forEach(function(state) {
-          if (prevState !== null && state.state !== prevState) {
-            newLastChanged = state.lastChangedAsDate;
-
-            addRow(entityDisplay, prevState, prevLastChanged, newLastChanged);
-
-            prevState = state.state;
-            prevLastChanged = newLastChanged;
-          } else if (prevState === null) {
-            prevState = state.state;
-            prevLastChanged = state.lastChangedAsDate;
-          }
-        });
-
-        addRow(entityDisplay, prevState, prevLastChanged, new Date());
-        numTimelines++;
-      }.bind(this));
-
-      chart.draw(dataTable, {
-         height: 55 + numTimelines * 42,
-
-        // interactive properties require CSS, the JS api puts it on the document
-        // instead of inside our Shadow DOM.
-        enableInteractivity: false,
-
-        timeline: {
-          showRowLabels: stateHistory.length > 1
-        },
-
-        hAxis: {
-          format: 'H:mm'
-        },
-      });
-    },
-  });
-})();
-</script>
-<script>
 (function() {
   Polymer({
     is: 'state-history-chart-line',
@@ -23047,6 +23096,10 @@ subject to an additional IP rights grant found at http://polymer.github.io/PATEN
   .selected-date-container {
     padding: 0 16px;
   }
+
+  paper-input {
+    max-width: 200px;
+  }
   </style>
   <template>
     <partial-base narrow="[[narrow]]">
@@ -23136,6 +23189,115 @@ subject to an additional IP rights grant found at http://polymer.github.io/PATEN
   });
 })();
 </script>
+<dom-module is="state-history-chart-timeline">
+  <style>
+    :host {
+      display: block;
+    }
+  </style>
+  <template></template>
+</dom-module>
+
+<script>
+(function() {
+  Polymer({
+    is: 'state-history-chart-timeline',
+
+    properties: {
+      data: {
+        type: Object,
+        observer: 'dataChanged',
+      },
+
+      isAttached: {
+        type: Boolean,
+        value: false,
+        observer: 'dataChanged',
+      },
+    },
+
+    attached: function() {
+      this.isAttached = true;
+    },
+
+    dataChanged: function() {
+      this.drawChart();
+    },
+
+    drawChart: function() {
+      if (!this.isAttached) {
+        return;
+      }
+
+      var root = Polymer.dom(this);
+      var stateHistory = this.data;
+
+      while (root.lastChild) {
+        root.removeChild(root.lastChild);
+      }
+
+      if (!stateHistory || stateHistory.length === 0) {
+        return;
+      }
+
+      var chart = new google.visualization.Timeline(this);
+      var dataTable = new google.visualization.DataTable();
+
+      dataTable.addColumn({ type: 'string', id: 'Entity' });
+      dataTable.addColumn({ type: 'string', id: 'State' });
+      dataTable.addColumn({ type: 'date', id: 'Start' });
+      dataTable.addColumn({ type: 'date', id: 'End' });
+
+      var addRow = function(entityDisplay, stateStr, start, end) {
+        stateStr = stateStr.replace(/_/g, ' ');
+        dataTable.addRow([entityDisplay, stateStr, start, end]);
+      };
+
+      var numTimelines = 0;
+      // stateHistory is a list of lists of sorted state objects
+      stateHistory.forEach(function(stateInfo) {
+        if(stateInfo.length === 0) return;
+
+        var entityDisplay = stateInfo[0].entityDisplay;
+        var newLastChanged, prevState = null, prevLastChanged = null;
+
+        stateInfo.forEach(function(state) {
+          if (prevState !== null && state.state !== prevState) {
+            newLastChanged = state.lastChangedAsDate;
+
+            addRow(entityDisplay, prevState, prevLastChanged, newLastChanged);
+
+            prevState = state.state;
+            prevLastChanged = newLastChanged;
+          } else if (prevState === null) {
+            prevState = state.state;
+            prevLastChanged = state.lastChangedAsDate;
+          }
+        });
+
+        // end time is start time + 1 day
+        var endTime = new Date(stateInfo[0].lastChangedAsDate);
+        endTime.setDate(endTime.getDate()+1);
+
+        addRow(entityDisplay, prevState, prevLastChanged, endTime);
+        numTimelines++;
+      }.bind(this));
+
+      chart.draw(dataTable, {
+         height: 55 + numTimelines * 42,
+
+        timeline: {
+          showRowLabels: stateHistory.length > 1
+        },
+
+        hAxis: {
+          format: 'H:mm'
+        },
+      });
+    },
+  });
+})();
+</script>
 <dom-module id="state-history-charts" assetpath="components/">
   <style>
   :host {
@@ -23146,27 +23308,32 @@ subject to an additional IP rights grant found at http://polymer.github.io/PATEN
     text-align: center;
     padding: 8px;
   }
+
+  .loading {
+    height: 0px;
+    overflow: hidden;
+  }
   </style>
   <template>
     <google-legacy-loader on-api-load="googleApiLoaded"></google-legacy-loader>
 
     <div hidden$="{{!isLoading}}" class="loading-container">
-      <loading-box>Loading history data</loading-box>
+      <loading-box>Updating history data</loading-box>
     </div>
 
-    <template is="dom-if" if="[[!isLoading]]">
-      <template is="dom-if" if="[[groupedStateHistory.timeline]]">
-        <state-history-chart-timeline data="[[groupedStateHistory.timeline]]" is-single-device="[[isSingleDevice]]">
-        </state-history-chart-timeline>
+    <div class$="[[computeContentClasses(isLoading)]]">
+      <template is="dom-if" if="[[computeIsEmpty(stateHistory)]]">
+        No state history found.
       </template>
 
-      <template is="dom-if" if="[[groupedStateHistory.line]]">
-        <template is="dom-repeat" items="[[groupedStateHistory.line]]">
-          <state-history-chart-line unit="[[extractUnit(item)]]" data="[[extractData(item)]]" is-single-device="[[isSingleDevice]]">
-          </state-history-chart-line>
-        </template>
+      <state-history-chart-timeline data="[[groupedStateHistory.timeline]]" is-single-device="[[isSingleDevice]]">
+      </state-history-chart-timeline>
+
+      <template is="dom-repeat" items="[[groupedStateHistory.line]]">
+        <state-history-chart-line unit="[[extractUnit(item)]]" data="[[extractData(item)]]" is-single-device="[[isSingleDevice]]">
+        </state-history-chart-line>
       </template>
-    </template>
+    </div>
   </template>
 </dom-module>
 
@@ -23197,7 +23364,7 @@ subject to an additional IP rights grant found at http://polymer.github.io/PATEN
 
       groupedStateHistory: {
         type: Object,
-        computed: 'computeGroupedStateHistory(stateHistory)',
+        computed: 'computeGroupedStateHistory(isLoading, stateHistory)',
       },
 
       isSingleDevice: {
@@ -23210,11 +23377,11 @@ subject to an additional IP rights grant found at http://polymer.github.io/PATEN
       return stateHistory && stateHistory.length == 1;
     },
 
-    computeGroupedStateHistory: function(stateHistory) {
+    computeGroupedStateHistory: function(isLoading, stateHistory) {
       var lineChartDevices = {};
       var timelineDevices = [];
 
-      if (!stateHistory) {
+      if (isLoading || !stateHistory) {
         return {line: unitStates, timeline: timelineDevices};
       }
 
@@ -23257,10 +23424,18 @@ subject to an additional IP rights grant found at http://polymer.github.io/PATEN
       });
     },
 
+    computeContentClasses: function(isLoading) {
+      return isLoading ? 'loading' : '';
+    },
+
     computeIsLoading: function(isLoadingData, apiLoaded) {
       return isLoadingData || !apiLoaded;
     },
 
+    computeIsEmpty: function(stateHistory) {
+      return stateHistory && stateHistory.length === 0;
+    },
+
     extractUnit: function(arr) {
       return arr[0];
     },
@@ -23280,6 +23455,14 @@ subject to an additional IP rights grant found at http://polymer.github.io/PATEN
     .content.wide {
       padding: 8px;
     }
+
+    paper-input {
+      max-width: 200px;
+    }
+
+    .narrow paper-input {
+      margin-left: 8px;
+    }
   </style>
   <template>
     <partial-base narrow="[[narrow]]">
@@ -23288,6 +23471,8 @@ subject to an additional IP rights grant found at http://polymer.github.io/PATEN
       <paper-icon-button icon="refresh" header-buttons="" on-click="handleRefreshClick"></paper-icon-button>
 
       <div class$="[[computeContentClasses(narrow)]]">
+        <paper-input label="Showing entries for" on-click="handleShowDatePicker" value="[[computeDateCaption(selectedDate)]]"></paper-input>
+
         <state-history-charts state-history="[[stateHistory]]" is-loading-data="[[isLoadingData]]"></state-history-charts>
       </div>
     </partial-base>
@@ -23296,6 +23481,12 @@ subject to an additional IP rights grant found at http://polymer.github.io/PATEN
 <script>
 (function() {
   var stateHistoryActions = window.hass.stateHistoryActions;
+  var stateHistoryStore = window.hass.stateHistoryStore;
+  var uiActions = window.hass.uiActions;
+
+  function date_to_str(date) {
+    return date.getFullYear() + '-' + (date.getMonth()+1) + '-' + date.getDate();
+  }
 
   Polymer({
     is: 'partial-history',
@@ -23315,23 +23506,42 @@ subject to an additional IP rights grant found at http://polymer.github.io/PATEN
         type: Boolean,
         value: false,
       },
+
+      selectedDate: {
+        type: String,
+        value: null,
+        observer: 'fetchIfNeeded',
+      },
     },
 
-    stateHistoryStoreChanged: function(stateHistoryStore) {
-      if (stateHistoryStore.isStale()) {
-        this.isLoadingData = true;
-        stateHistoryActions.fetchAll();
-      }
-      else {
-        this.isLoadingData = false;
-      }
+    stateHistoryStoreChanged: function() {
+      this.isLoadingData = this.fetchIfNeeded();
+      this.stateHistory = this.isLoadingData ?
+        [] : stateHistoryStore.all(this.selectedDate);
+    },
 
-      this.stateHistory = stateHistoryStore.all;
+    computeDateCaption: function(selectedDate) {
+      return selectedDate || 'today';
+    },
+
+    fetchIfNeeded: function() {
+      if (stateHistoryStore.shouldFetch(this.selectedDate)) {
+        this.isLoadingData = true;
+        stateHistoryActions.fetchAll(this.selectedDate);
+        return true;
+      }
+      return false;
     },
 
     handleRefreshClick: function() {
       this.isLoadingData = true;
-      stateHistoryActions.fetchAll();
+      stateHistoryActions.fetchAll(this.selectedDate);
+    },
+
+    handleShowDatePicker: function() {
+      uiActions.showDatePicker(function(selectedDate) {
+        this.selectedDate = date_to_str(selectedDate);
+      }.bind(this), this.selectedDate);
     },
 
     computeContentClasses: function(narrow) {
@@ -27662,7 +27872,7 @@ paper-ripple {
       this.stateStoreChanged();
       this.stateHistoryStoreChanged();
 
-      if (this.hasHistoryComponent && stateHistoryStore.isStale(entityId)) {
+      if (this.hasHistoryComponent && stateHistoryStore.shouldFetchEntity(entityId)) {
         this.isLoadingHistoryData = true;
         stateHistoryActions.fetch(entityId);
       }
diff --git a/homeassistant/components/frontend/www_static/polymer/components/state-history-chart-timeline.html b/homeassistant/components/frontend/www_static/polymer/components/state-history-chart-timeline.html
index 8026cc6e8e5..2db7a9a5896 100644
--- a/homeassistant/components/frontend/www_static/polymer/components/state-history-chart-timeline.html
+++ b/homeassistant/components/frontend/www_static/polymer/components/state-history-chart-timeline.html
@@ -1,5 +1,14 @@
 <link rel="import" href="../bower_components/polymer/polymer.html">
 
+<dom-module is='state-history-chart-timeline'>
+  <style>
+    :host {
+      display: block;
+    }
+  </style>
+  <template></template>
+</dom-module>
+
 <script>
 (function() {
   Polymer({
@@ -18,10 +27,6 @@
       },
     },
 
-    created: function() {
-      this.style.display = 'block';
-    },
-
     attached: function() {
       this.isAttached = true;
     },
@@ -45,7 +50,7 @@
       if (!stateHistory || stateHistory.length === 0) {
         return;
       }
-      // debugger;
+
       var chart = new google.visualization.Timeline(this);
       var dataTable = new google.visualization.DataTable();
 
@@ -59,15 +64,6 @@
         dataTable.addRow([entityDisplay, stateStr, start, end]);
       };
 
-      // people can pass in history of 1 entityId or a collection.
-      // var stateHistory;
-      // if (_.isArray(data[0])) {
-      //   stateHistory = data;
-      // } else {
-      //   stateHistory = [data];
-      //   isSingleDevice = true;
-      // }
-
       var numTimelines = 0;
       // stateHistory is a list of lists of sorted state objects
       stateHistory.forEach(function(stateInfo) {
@@ -90,17 +86,17 @@
           }
         });
 
-        addRow(entityDisplay, prevState, prevLastChanged, new Date());
+        // end time is start time + 1 day
+        var endTime = new Date(stateInfo[0].lastChangedAsDate);
+        endTime.setDate(endTime.getDate()+1);
+
+        addRow(entityDisplay, prevState, prevLastChanged, endTime);
         numTimelines++;
       }.bind(this));
 
       chart.draw(dataTable, {
          height: 55 + numTimelines * 42,
 
-        // interactive properties require CSS, the JS api puts it on the document
-        // instead of inside our Shadow DOM.
-        enableInteractivity: false,
-
         timeline: {
           showRowLabels: stateHistory.length > 1
         },
diff --git a/homeassistant/components/frontend/www_static/polymer/components/state-history-charts.html b/homeassistant/components/frontend/www_static/polymer/components/state-history-charts.html
index cfcf2adaaca..c05915d7b23 100644
--- a/homeassistant/components/frontend/www_static/polymer/components/state-history-charts.html
+++ b/homeassistant/components/frontend/www_static/polymer/components/state-history-charts.html
@@ -16,29 +16,34 @@
     text-align: center;
     padding: 8px;
   }
+
+  .loading {
+    height: 0px;
+    overflow: hidden;
+  }
   </style>
   <template>
     <google-legacy-loader on-api-load="googleApiLoaded"></google-legacy-loader>
 
     <div hidden$="{{!isLoading}}" class='loading-container'>
-      <loading-box>Loading history data</loading-box>
+      <loading-box>Updating history data</loading-box>
     </div>
 
-    <template is='dom-if' if='[[!isLoading]]'>
-      <template is='dom-if' if='[[groupedStateHistory.timeline]]'>
-        <state-history-chart-timeline data='[[groupedStateHistory.timeline]]'
-                                      is-single-device='[[isSingleDevice]]'>
-        </state-history-chart-timeline>
+    <div class$='[[computeContentClasses(isLoading)]]'>
+      <template is='dom-if' if='[[computeIsEmpty(stateHistory)]]'>
+        No state history found.
       </template>
 
-      <template is='dom-if' if='[[groupedStateHistory.line]]'>
-        <template is='dom-repeat' items='[[groupedStateHistory.line]]'>
-          <state-history-chart-line unit='[[extractUnit(item)]]'
-            data='[[extractData(item)]]' is-single-device='[[isSingleDevice]]'>
-          </state-history-chart-line>
-        </template>
+      <state-history-chart-timeline data='[[groupedStateHistory.timeline]]'
+                                    is-single-device='[[isSingleDevice]]'>
+      </state-history-chart-timeline>
+
+      <template is='dom-repeat' items='[[groupedStateHistory.line]]'>
+        <state-history-chart-line unit='[[extractUnit(item)]]'
+          data='[[extractData(item)]]' is-single-device='[[isSingleDevice]]'>
+        </state-history-chart-line>
       </template>
-    </template>
+    </div>
   </template>
 </dom-module>
 
@@ -69,7 +74,7 @@
 
       groupedStateHistory: {
         type: Object,
-        computed: 'computeGroupedStateHistory(stateHistory)',
+        computed: 'computeGroupedStateHistory(isLoading, stateHistory)',
       },
 
       isSingleDevice: {
@@ -82,11 +87,11 @@
       return stateHistory && stateHistory.length == 1;
     },
 
-    computeGroupedStateHistory: function(stateHistory) {
+    computeGroupedStateHistory: function(isLoading, stateHistory) {
       var lineChartDevices = {};
       var timelineDevices = [];
 
-      if (!stateHistory) {
+      if (isLoading || !stateHistory) {
         return {line: unitStates, timeline: timelineDevices};
       }
 
@@ -129,10 +134,18 @@
       });
     },
 
+    computeContentClasses: function(isLoading) {
+      return isLoading ? 'loading' : '';
+    },
+
     computeIsLoading: function(isLoadingData, apiLoaded) {
       return isLoadingData || !apiLoaded;
     },
 
+    computeIsEmpty: function(stateHistory) {
+      return stateHistory && stateHistory.length === 0;
+    },
+
     extractUnit: function(arr) {
       return arr[0];
     },
diff --git a/homeassistant/components/frontend/www_static/polymer/dialogs/more-info-dialog.html b/homeassistant/components/frontend/www_static/polymer/dialogs/more-info-dialog.html
index 68c022757cd..f25e9ff5e86 100644
--- a/homeassistant/components/frontend/www_static/polymer/dialogs/more-info-dialog.html
+++ b/homeassistant/components/frontend/www_static/polymer/dialogs/more-info-dialog.html
@@ -134,7 +134,7 @@
       this.stateStoreChanged();
       this.stateHistoryStoreChanged();
 
-      if (this.hasHistoryComponent && stateHistoryStore.isStale(entityId)) {
+      if (this.hasHistoryComponent && stateHistoryStore.shouldFetchEntity(entityId)) {
         this.isLoadingHistoryData = true;
         stateHistoryActions.fetch(entityId);
       }
diff --git a/homeassistant/components/frontend/www_static/polymer/home-assistant-js b/homeassistant/components/frontend/www_static/polymer/home-assistant-js
index cec99925399..48cbca40dda 160000
--- a/homeassistant/components/frontend/www_static/polymer/home-assistant-js
+++ b/homeassistant/components/frontend/www_static/polymer/home-assistant-js
@@ -1 +1 @@
-Subproject commit cec99925399b1c8e8cea15bbbba5d873522ccbd6
+Subproject commit 48cbca40dda47dba296e764fc4c9157652dbbbf1
diff --git a/homeassistant/components/frontend/www_static/polymer/layouts/partial-history.html b/homeassistant/components/frontend/www_static/polymer/layouts/partial-history.html
index d7128134dd7..5eb106440e1 100644
--- a/homeassistant/components/frontend/www_static/polymer/layouts/partial-history.html
+++ b/homeassistant/components/frontend/www_static/polymer/layouts/partial-history.html
@@ -1,5 +1,6 @@
 <link rel="import" href="../bower_components/polymer/polymer.html">
 <link rel="import" href="../bower_components/paper-icon-button/paper-icon-button.html">
+<link rel="import" href="../bower_components/paper-input/paper-input.html">
 
 <link rel="import" href="./partial-base.html">
 
@@ -14,6 +15,14 @@
     .content.wide {
       padding: 8px;
     }
+
+    paper-input {
+      max-width: 200px;
+    }
+
+    .narrow paper-input {
+      margin-left: 8px;
+    }
   </style>
   <template>
     <partial-base narrow="[[narrow]]">
@@ -23,6 +32,9 @@
         on-click="handleRefreshClick"></paper-icon-button>
 
       <div class$="[[computeContentClasses(narrow)]]">
+        <paper-input label='Showing entries for' on-click='handleShowDatePicker'
+          value='[[computeDateCaption(selectedDate)]]'></paper-input>
+
         <state-history-charts state-history="[[stateHistory]]"
           is-loading-data="[[isLoadingData]]"></state-history-charts>
       </div>
@@ -32,6 +44,12 @@
 <script>
 (function() {
   var stateHistoryActions = window.hass.stateHistoryActions;
+  var stateHistoryStore = window.hass.stateHistoryStore;
+  var uiActions = window.hass.uiActions;
+
+  function date_to_str(date) {
+    return date.getFullYear() + '-' + (date.getMonth()+1) + '-' + date.getDate();
+  }
 
   Polymer({
     is: 'partial-history',
@@ -51,23 +69,42 @@
         type: Boolean,
         value: false,
       },
+
+      selectedDate: {
+        type: String,
+        value: null,
+        observer: 'fetchIfNeeded',
+      },
     },
 
-    stateHistoryStoreChanged: function(stateHistoryStore) {
-      if (stateHistoryStore.isStale()) {
-        this.isLoadingData = true;
-        stateHistoryActions.fetchAll();
-      }
-      else {
-        this.isLoadingData = false;
-      }
+    stateHistoryStoreChanged: function() {
+      this.isLoadingData = this.fetchIfNeeded();
+      this.stateHistory = this.isLoadingData ?
+        [] : stateHistoryStore.all(this.selectedDate);
+    },
 
-      this.stateHistory = stateHistoryStore.all;
+    computeDateCaption: function(selectedDate) {
+      return selectedDate || 'today';
+    },
+
+    fetchIfNeeded: function() {
+      if (stateHistoryStore.shouldFetch(this.selectedDate)) {
+        this.isLoadingData = true;
+        stateHistoryActions.fetchAll(this.selectedDate);
+        return true;
+      }
+      return false;
     },
 
     handleRefreshClick: function() {
       this.isLoadingData = true;
-      stateHistoryActions.fetchAll();
+      stateHistoryActions.fetchAll(this.selectedDate);
+    },
+
+    handleShowDatePicker: function() {
+      uiActions.showDatePicker(function(selectedDate) {
+        this.selectedDate = date_to_str(selectedDate);
+      }.bind(this), this.selectedDate);
     },
 
     computeContentClasses: function(narrow) {
diff --git a/homeassistant/components/frontend/www_static/polymer/layouts/partial-logbook.html b/homeassistant/components/frontend/www_static/polymer/layouts/partial-logbook.html
index 9bc6cea0eb8..fae247e0187 100644
--- a/homeassistant/components/frontend/www_static/polymer/layouts/partial-logbook.html
+++ b/homeassistant/components/frontend/www_static/polymer/layouts/partial-logbook.html
@@ -13,6 +13,10 @@
   .selected-date-container {
     padding: 0 16px;
   }
+
+  paper-input {
+    max-width: 200px;
+  }
   </style>
   <template>
     <partial-base narrow="[[narrow]]">
diff --git a/homeassistant/components/history.py b/homeassistant/components/history.py
index 14be60fa97e..1d2ccc9ab14 100644
--- a/homeassistant/components/history.py
+++ b/homeassistant/components/history.py
@@ -9,12 +9,16 @@ from datetime import timedelta
 from itertools import groupby
 from collections import defaultdict
 
-import homeassistant.util.dt as date_util
+import homeassistant.util.dt as dt_util
 import homeassistant.components.recorder as recorder
+from homeassistant.const import HTTP_BAD_REQUEST
 
 DOMAIN = 'history'
 DEPENDENCIES = ['recorder', 'http']
 
+URL_HISTORY_PERIOD = re.compile(
+    r'/api/history/period(?:/(?P<date>\d{4}-\d{1,2}-\d{1,2})|)')
+
 
 def last_5_states(entity_id):
     """ Return the last 5 states for entity_id. """
@@ -111,8 +115,7 @@ def setup(hass, config):
             r'recent_states'),
         _api_last_5_states)
 
-    hass.http.register_path(
-        'GET', re.compile(r'/api/history/period'), _api_history_period)
+    hass.http.register_path('GET', URL_HISTORY_PERIOD, _api_history_period)
 
     return True
 
@@ -128,10 +131,25 @@ def _api_last_5_states(handler, path_match, data):
 
 def _api_history_period(handler, path_match, data):
     """ Return history over a period of time. """
-    # 1 day for now..
-    start_time = date_util.utcnow() - timedelta(seconds=86400)
+    date_str = path_match.group('date')
+    one_day = timedelta(seconds=86400)
+
+    if date_str:
+        start_date = dt_util.date_str_to_date(date_str)
+
+        if start_date is None:
+            handler.write_json_message("Error parsing JSON", HTTP_BAD_REQUEST)
+            return
+
+        start_time = dt_util.as_utc(dt_util.start_of_local_day(start_date))
+    else:
+        start_time = dt_util.utcnow() - one_day
+
+    end_time = start_time + one_day
+
+    print("Fetchign", start_time, end_time)
 
     entity_id = data.get('filter_entity_id')
 
     handler.write_json(
-        state_changes_during_period(start_time, entity_id=entity_id).values())
+        state_changes_during_period(start_time, end_time, entity_id).values())