Merge remote-tracking branch 'upstream/master'

app/locale/es-419.coffee

@@ -94,15 +94,15 @@ module.exports = nativeDescription: "Español (América Latina)", englishDescrip
     campaign_classic_algorithms: "Algorítmos Clásicos"
     campaign_classic_algorithms_description: "... en la cual aprendes los algorítmos más populares de la Ciencia de la Computación."
 
-#  share_progress_modal:
-#    blurb: "You’re making great progress!  Tell someone how much you've learned with CodeCombat."
-#    email_invalid: "Email address invalid."
-#    form_blurb: "Enter their email below and we’ll show them!"
-#    form_label: "Email Address"
-#    placeholder: "email address"
-#    title: "Excellent Work, Apprentice"
-#    tell_friend: "Tell your Friend"
-#    tell_parent: "Tell your Parent"
+  share_progress_modal:
+    blurb: "¡Estás haciendo un gran progreso! Cuéntale a alguien cuánto has aprendido con CodeCombat."
+    email_invalid: "Dirección de Email inválida."
+    form_blurb: "¡Ingresa su email debajo y les enseñaremos!"
+    form_label: "Dirección de Email"
+    placeholder: "dirección de email"
+    title: "Excelente Trabajo, Aprendiz"
+    tell_friend: "Cuéntale a un Amigo"
+    tell_parent: "Cuéntale a tus Padres"
 
   login:
     sign_up: "Crear Cuenta"
@@ -335,9 +335,9 @@ module.exports = nativeDescription: "Español (América Latina)", englishDescrip
     tip_source_code: "Quisiera cambiar el mundo, pero no me dan el código fuente."
     tip_javascript_java: "Java es a Javascript lo mismo que Comer es a Comercial. - Chris Heilmann"
     tip_move_forward: "Hagas lo que hagas, siempre sigue hacia delante. - Martin Luther King Jr."
-#    tip_google: "Have a problem you can't solve? Google it!"
-#    tip_adding_evil: "Adding a pinch of evil."
-#    tip_miss_lunch: "Anyone who has lost track of time when using a computer knows the propensity to dream, the urge to make dreams come true and the tendency to miss lunch. - Tim Berners-Lee"
+    tip_google: "¿Tienes un problema que no puedes resolver? ¡Googléalo!"
+    tip_adding_evil: "Agregando una pizca de maldad."
+    tip_miss_lunch: "Quien quiera que haya perdido la noción del tiempo al usar una computadora, conoce la propensidad de soñar, la urgencia de hacer los sueños realidad y una tendencia a perderse el almuerzo. - Tim Berners-Lee"
 
   game_menu:
     inventory_tab: "Inventario"
@@ -356,19 +356,19 @@ module.exports = nativeDescription: "Español (América Latina)", englishDescrip
     multiplayer_caption: "¡Jugar con amigos!"
     auth_caption: "Guarda tu progreso."
 
-#  leaderboard:
-#    leaderboard: "Leaderboard"
-#    view_other_solutions: "View Other Solutions"
-#    scores: "Scores"
-#    top_solutions: "Top Solutions"
-#    day: "Today"
-#    week: "This Week"
-#    all: "All-Time"
-#    time: "Time"
-#    damage_taken: "Damage Taken"
-#    damage_dealt: "Damage Dealt"
-#    difficulty: "Difficulty"
-#    gold_collected: "Gold Collected"
+  leaderboard:
+    leaderboard: "Tabla de Posiciones"
+    view_other_solutions: "Ver Otras Soluciones"
+    scores: "Puntajes"
+    top_solutions: "Mejores Soluciones"
+    day: "Hoy"
+    week: "Esta Semana"
+    all: "Siempre"
+    time: "Tiempo"
+    damage_taken: "Daño Recibido"
+    damage_dealt: "Daño Infligido"
+    difficulty: "Dificultad"
+    gold_collected: "Oro Recolectado"
 
   inventory:
     choose_inventory: "Equipar objetos"
@@ -429,7 +429,7 @@ module.exports = nativeDescription: "Español (América Latina)", englishDescrip
     parents_blurb3: "Sin Riesgo: Garantía de 100% de devolución, fácil 1-click y des- suscribirse."
     stripe_description: "Suscripción Mensual"
     subscription_required_to_play: "Necesitas una suscripción para jugar este nivel."
-#    unlock_help_videos: "Subscribe to unlock all video tutorials."
+    unlock_help_videos: "Suscríbete para desbloquear todos los video tutoriales."
 
   choose_hero:
     choose_hero: "Elige tu héroe"
@@ -857,7 +857,7 @@ module.exports = nativeDescription: "Español (América Latina)", englishDescrip
     games_simulated: "Juegos simulados"
     games_played: "Juegos jugados"
     ratio: "Proporción"
-    leaderboard: "Posiciones"
+    leaderboard: "Tabla de Posiciones"
     battle_as: "Combate como "
     summary_your: "Tus "
     summary_matches: "Partidas - "
@@ -977,7 +977,7 @@ module.exports = nativeDescription: "Español (América Latina)", englishDescrip
     facebook_friend_sessions: "Sesiones de Amigos de Facebook"
     gplus_friends: "Amigos de G+"
     gplus_friend_sessions: "Sesiones de Amigos de G+"
-    leaderboard: "Clasificación"
+    leaderboard: "Tabla de Posiciones"
     user_schema: "Esquema de Usuario"
     user_profile: "Perfil de Usuario"
     patch: "Parche"
@@ -1035,7 +1035,7 @@ module.exports = nativeDescription: "Español (América Latina)", englishDescrip
     multiplayer_hint_label: "Consejo:"
     multiplayer_hint: " Cliquea el enlace para seleccionar todo, luego presiona ⌘-C o Ctrl-C para copiar el enlace."
     multiplayer_coming_soon: "¡Más características de multijugador por venir!"
-    multiplayer_sign_in_leaderboard: "Entra o crea una cuenta y mira tu solución en la clafisicación."
+    multiplayer_sign_in_leaderboard: "Entra o crea una cuenta y mira tu solución en la tabla de posiciones."
 
   legal:
     page_title: "Legal"

app/locale/nb.coffee

@@ -94,15 +94,15 @@ module.exports = nativeDescription: "Norsk Bokmål", englishDescription: "Norweg
     campaign_classic_algorithms: "Klassiske Algoritmer"
     campaign_classic_algorithms_description: "... hvor du lærer noen av de mest populære algoritmene innen programmering"
 
-#  share_progress_modal:
-#    blurb: "You’re making great progress!  Tell someone how much you've learned with CodeCombat."
-#    email_invalid: "Email address invalid."
-#    form_blurb: "Enter their email below and we’ll show them!"
-#    form_label: "Email Address"
-#    placeholder: "email address"
-#    title: "Excellent Work, Apprentice"
-#    tell_friend: "Tell your Friend"
-#    tell_parent: "Tell your Parent"
+  share_progress_modal:
+    blurb: "Du gjør fantastisk fremgang! Fortell noen hvor mye du har lært gjennom CodeCombat." #"You’re making great progress!  Tell someone how much you've learned with CodeCombat."
+    email_invalid: "E-postadressen er ugjyldig." #"Email address invalid."
+    form_blurb: "Skriv ned e-postadressen deres nedenfor, så skal vi vise dem!" #Enter their email below and we’ll show them!"
+    form_label: "E-postadresse" #"Email Address"
+    placeholder: "Epost-adresse" #"email address"
+    title: "Godt jobbet, lærling" #"Excellent Work, Apprentice"
+    tell_friend: "Fortell din venn" #"Tell your Friend"
+    tell_parent: "Fortell din forelder" #"Tell your Parent"
 
   login:
     sign_up: "Lag konto"

scripts/analytics/mongodb/queries/abForeshadowsLevels.js

@@ -0,0 +1,71 @@
+// foreshadowsLevels A/B Results
+
+// Usage:
+// mongo <address>:<port>/<database> <script file> -u <username> -p <password>
+
+// Inputs to modify below:
+// numDays - number of days into the past to fetch
+// eventFunnel - ordered array of events that define the completion funnel
+// levelSlugs - [optional] array of levels to examine, otherwise fetch all levels
+// testGroupFn - return group value from user testGroupNumber
+
+// Include getFunnelData(), log()
+load('abTestHelpers.js');
+
+var scriptStartTime = new Date();
+try {
+  var numDays = 10;
+
+  var startDay = new Date();
+  today = startDay.toISOString().substr(0, 10);
+  startDay.setUTCDate(startDay.getUTCDate() - numDays);
+  startDay = startDay.toISOString().substr(0, 10);
+  log("Today is " + today);
+  log("Start day is " + startDay);
+
+  var eventFunnel = ['Started Level', 'Saw Victory'];
+  var levelSlugs = ['dungeons-of-kithgard', 'gems-in-the-deep', 'shadow-guard', 'forgetful-gemsmith'];
+
+  // getForeshadowsLevels
+  var testGroupFn = function (testGroupNumber) {
+    var group = testGroupNumber % 16
+    return group >= 0 && group <= 7;
+  }
+
+  var funnelData = getFunnelData(startDay, eventFunnel, testGroupFn, levelSlugs);
+
+  log("Day\tLevel\tGroup\tStarted\tFinsihed\tCompletion Rate");
+  var overallCounts = {};
+  for (var i = 0; i < funnelData.length; i++) {
+    var level = funnelData[i].level;
+    var day = funnelData[i].day;
+    var group = funnelData[i].group;
+    var started = funnelData[i].started;
+    var finished = funnelData[i].finished;
+    var rate = started > 0 ? finished / started * 100 : 0.0;
+
+    if (!overallCounts[level]) overallCounts[level] = {};
+    if (!overallCounts[level][group]) overallCounts[level][group] = {started: 0, finished: 0};
+    overallCounts[level][group]['started'] += started;
+    overallCounts[level][group]['finished'] += finished;
+
+    log(day + "\t" + level + "\t" + group + "\t" + started + "\t" + finished + "\t" + rate.toFixed(2));
+  }
+
+  log("Overall totals:");
+  for (level in overallCounts) {
+    for (group in overallCounts[level]) {
+      var started = overallCounts[level][group].started;
+      var finished = overallCounts[level][group].finished;
+      var rate = started > 0 ? finished / started * 100 : 0.0;
+      log(level + "\t" + group + "\t" + started + "\t" + finished + "\t" + rate.toFixed(2));
+    }
+  }
+}
+catch(err) {
+  log("ERROR: " + err);
+  printjson(err);
+}
+finally {
+  log("Script runtime: " + (new Date() - scriptStartTime));
+}

scripts/analytics/mongodb/queries/abGemPromptGroup.js

@@ -0,0 +1,79 @@
+// gemPromptGroup A/B Results
+
+// Usage:
+// mongo <address>:<port>/<database> <script file> -u <username> -p <password>
+
+// Inputs to modify below:
+// numDays - number of days into the past to fetch
+// eventFunnel - ordered array of events that define the completion funnel
+// levelSlugs - [optional] array of levels to examine, otherwise fetch all levels
+// testGroupFn - return group value from user testGroupNumber
+
+// Include getFunnelData(), log()
+load('abTestHelpers.js');
+
+var scriptStartTime = new Date();
+try {
+  var numDays = 30;
+
+  var startDay = new Date();
+  today = startDay.toISOString().substr(0, 10);
+  startDay.setUTCDate(startDay.getUTCDate() - numDays);
+  startDay = startDay.toISOString().substr(0, 10);
+  log("Today is " + today);
+  log("Start day is " + startDay);
+
+  var eventFunnel = ['Started purchase', 'Finished gem purchase'];
+
+  // getGemPromptGroup
+  var testGroupFn = function (testGroupNumber) {
+    var group = testGroupNumber % 8
+    return group >= 0 && group <= 3 ? 'prompt' : 'no-prompt';
+  }
+
+  var funnelData = getFunnelData(startDay, eventFunnel, testGroupFn);
+
+  log("Day\t\tGroup\t\tStarted\tFinsihed\tCompletion Rate");
+  var overallCounts = {};
+  for (var i = 0; i < funnelData.length; i++) {
+    var day = funnelData[i].day;
+    var group = funnelData[i].group;
+    var started = funnelData[i].started;
+    var finished = funnelData[i].finished;
+    var rate = started > 0 ? finished / started * 100 : 0.0;
+
+    if (!overallCounts[level]) overallCounts[level] = {};
+    if (!overallCounts[level][group]) overallCounts[level][group] = {started: 0, finished: 0};
+    overallCounts[level][group]['started'] += started;
+    overallCounts[level][group]['finished'] += finished;
+
+    if (group === 'prompt') {
+      log(day + "\t" + group + "\t\t" + started + "\t" + finished + "\t" + rate.toFixed(2));
+    }
+    else {
+      log(day + "\t" + group + "\t" + started + "\t" + finished + "\t" + rate.toFixed(2));
+    }
+  }
+
+  log("Overall totals:");
+  for (level in overallCounts) {
+    for (group in overallCounts[level]) {
+      var started = overallCounts[level][group].started;
+      var finished = overallCounts[level][group].finished;
+      var rate = started > 0 ? finished / started * 100 : 0.0;
+      if (group === 'prompt') {
+        log(group + "\t\t" + started + "\t" + finished + "\t" + rate.toFixed(2));
+      }
+      else {
+        log(group + "\t" + started + "\t" + finished + "\t" + rate.toFixed(2));
+      }
+    }
+  }
+}
+catch(err) {
+  log("ERROR: " + err);
+  printjson(err);
+}
+finally {
+  log("Script runtime: " + (new Date() - scriptStartTime));
+}

scripts/analytics/mongodb/queries/abLeaderboardsGroup.js

@@ -0,0 +1,70 @@
+// leaderboardsGroup A/B Results
+
+// Usage:
+// mongo <address>:<port>/<database> <script file> -u <username> -p <password>
+
+// Inputs to modify below:
+// numDays - number of days into the past to fetch
+// eventFunnel - ordered array of events that define the completion funnel
+// levelSlugs - [optional] array of levels to examine, otherwise fetch all levels
+// testGroupFn - return group value from user testGroupNumber
+
+// Include getFunnelData(), log()
+load('abTestHelpers.js');
+
+var scriptStartTime = new Date();
+try {
+  var numDays = 10;
+
+  var startDay = new Date();
+  today = startDay.toISOString().substr(0, 10);
+  startDay.setUTCDate(startDay.getUTCDate() - numDays);
+  startDay = startDay.toISOString().substr(0, 10);
+  log("Today is " + today);
+  log("Start day is " + startDay);
+
+  var eventFunnel = ['Started Level', 'Saw Victory'];
+  var levelSlugs = ['dungeons-of-kithgard', 'gems-in-the-deep', 'shadow-guard', 'forgetful-gemsmith'];
+
+  // getLeaderboardsGroup
+  var testGroupFn = function (testGroupNumber) {
+    return testGroupNumber < 128;
+  }
+
+  var funnelData = getFunnelData(startDay, eventFunnel, testGroupFn, levelSlugs);
+
+  log("Day\tLevel\tGroup\tStarted\tFinsihed\tCompletion Rate");
+  var overallCounts = {};
+  for (var i = 0; i < funnelData.length; i++) {
+    var level = funnelData[i].level;
+    var day = funnelData[i].day;
+    var group = funnelData[i].group;
+    var started = funnelData[i].started;
+    var finished = funnelData[i].finished;
+    var rate = started > 0 ? finished / started * 100 : 0.0;
+
+    if (!overallCounts[level]) overallCounts[level] = {};
+    if (!overallCounts[level][group]) overallCounts[level][group] = {started: 0, finished: 0};
+    overallCounts[level][group]['started'] += started;
+    overallCounts[level][group]['finished'] += finished;
+
+    log(day + "\t" + level + "\t" + group + "\t" + started + "\t" + finished + "\t" + rate.toFixed(2));
+  }
+
+  log("Overall totals:");
+  for (level in overallCounts) {
+    for (group in overallCounts[level]) {
+      var started = overallCounts[level][group].started;
+      var finished = overallCounts[level][group].finished;
+      var rate = started > 0 ? finished / started * 100 : 0.0;
+      log(level + "\t" + group + "\t" + started + "\t" + finished + "\t" + rate.toFixed(2));
+    }
+  }
+}
+catch(err) {
+  log("ERROR: " + err);
+  printjson(err);
+}
+finally {
+  log("Script runtime: " + (new Date() - scriptStartTime));
+}

scripts/analytics/mongodb/queries/abShowsPortal.js

@@ -0,0 +1,74 @@
+// showsPortal A/B Results
+
+// Usage:
+// mongo <address>:<port>/<database> <script file> -u <username> -p <password>
+
+// Inputs to modify below:
+// numDays - number of days into the past to fetch
+// eventFunnel - ordered array of events that define the completion funnel
+// levelSlugs - [optional] array of levels to examine, otherwise fetch all levels
+// testGroupFn - return group value from user testGroupNumber
+
+// Include getFunnelData(), log()
+load('abTestHelpers.js');
+
+var scriptStartTime = new Date();
+try {
+  var numDays = 10;
+
+  var startDay = new Date();
+  today = startDay.toISOString().substr(0, 10);
+  startDay.setUTCDate(startDay.getUTCDate() - numDays);
+  startDay = startDay.toISOString().substr(0, 10);
+  log("Today is " + today);
+  log("Start day is " + startDay);
+
+  var eventFunnel = ['Started Level', 'Saw Victory'];
+  var levelSlugs = ['dungeons-of-kithgard', 'gems-in-the-deep', 'shadow-guard', 'forgetful-gemsmith'];
+
+  // getShowsPortal
+  var testGroupFn = function (testGroupNumber) {
+    var group = testGroupNumber % 64
+    if (group < 16) return 'always';
+    if (group < 32) return 'early';
+    if (group < 48) return 'late';
+    return 'never';
+  }
+
+  var funnelData = getFunnelData(startDay, eventFunnel, testGroupFn, levelSlugs);
+
+  log("Day\tLevel\tGroup\tStarted\tFinsihed\tCompletion Rate");
+  var overallCounts = {};
+  for (var i = 0; i < funnelData.length; i++) {
+    var level = funnelData[i].level;
+    var day = funnelData[i].day;
+    var group = funnelData[i].group;
+    var started = funnelData[i].started;
+    var finished = funnelData[i].finished;
+    var rate = started > 0 ? finished / started * 100 : 0.0;
+
+    if (!overallCounts[level]) overallCounts[level] = {};
+    if (!overallCounts[level][group]) overallCounts[level][group] = {started: 0, finished: 0};
+    overallCounts[level][group]['started'] += started;
+    overallCounts[level][group]['finished'] += finished;
+
+    log(day + "\t" + level + "\t" + group + "\t" + started + "\t" + finished + "\t" + rate.toFixed(2));
+  }
+
+  log("Overall totals:");
+  for (level in overallCounts) {
+    for (group in overallCounts[level]) {
+      var started = overallCounts[level][group].started;
+      var finished = overallCounts[level][group].finished;
+      var rate = started > 0 ? finished / started * 100 : 0.0;
+      log(level + "\t" + group + "\t" + started + "\t" + finished + "\t" + rate.toFixed(2));
+    }
+  }
+}
+catch(err) {
+  log("ERROR: " + err);
+  printjson(err);
+}
+finally {
+  log("Script runtime: " + (new Date() - scriptStartTime));
+}

scripts/analytics/mongodb/queries/abTestHelpers.js

@@ -0,0 +1,181 @@
+// A/B test helper functions
+// Loaded from ab*.js ab test result scripts
+// Main API is getFunnelData() which returns per-day funnel completion rates
+
+// TODO: use levelSlugs in query if available
+// TODO: Stop looking up testGroupNumber when test group data is available in analytisc.log.events
+// TODO: These are super slow, need to aggregate into analytics.perdays collection
+
+var analyticsStringCache = {};
+var analyticsStringIDCache = {};
+
+// *** Helper functions ***
+
+function log(str) {
+  print(new Date().toISOString() + " " + str);
+}
+
+function objectIdWithTimestamp(timestamp) {
+  // Convert string date to Date object (otherwise assume timestamp is a date)
+  if (typeof(timestamp) == 'string') timestamp = new Date(timestamp);
+  // Convert date object to hex seconds since Unix epoch
+  var hexSeconds = Math.floor(timestamp/1000).toString(16);
+  // Create an ObjectId with that hex timestamp
+  var constructedObjectId = ObjectId(hexSeconds + "0000000000000000");
+  return constructedObjectId
+}
+
+function getAnalyticsString(strID) {
+  if (analyticsStringCache[strID]) return analyticsStringCache[strID];
+  var doc = db['analytics.strings'].findOne({_id: strID});
+  if (doc) {
+    analyticsStringCache[strID] = doc.v;
+    return analyticsStringCache[strID];
+  }
+  throw new Error("ERROR: Did not find analytics.strings insert for: " + str);
+}
+
+function getAnalyticsStringID(str) {
+  if (analyticsStringIDCache[str]) return analyticsStringIDCache[str];
+  var doc = db['analytics.strings'].findOne({v: str});
+  if (doc) {
+    analyticsStringIDCache[str] = doc._id;
+    return analyticsStringIDCache[str];
+  }
+  throw new Error("ERROR: Did not find analytics.strings insert for: " + str);
+}
+
+function getFunnelData(startDay, eventFunnel, testGroupFn, levelSlugs) {
+  if (!startDay || !eventFunnel || eventFunnel.length === 0 || !testGroupFn) return {};
+
+  // log('getFunnelData:');
+  // log(startDay);
+  // log(eventFunnel);
+
+  var startObj = objectIdWithTimestamp(ISODate(startDay + "T00:00:00.000Z"));
+  var queryParams = {$and: [{_id: {$gte: startObj}},{"event": {$in: eventFunnel}}]};
+  var cursor = db['analytics.log.events'].find(queryParams);
+
+  // Map ordering: level, user, event, day
+  var levelUserEventMap = {};
+  var users = [];
+  while (cursor.hasNext()) {
+    var doc = cursor.next();
+    var created = doc._id.getTimestamp().toISOString();
+    var day = created.substring(0, 10);
+    var event = doc.event;
+    var properties = doc.properties;
+    var user = doc.user.valueOf();
+    var level;
+
+    // TODO: Switch to properties.levelID for 'Saw Victory'
+    if (event === 'Saw Victory' && properties.level) level = properties.level.toLowerCase().replace(/ /g, '-');
+    else if (properties.levelID) level = properties.levelID
+    else level = 'n/a'
+
+    if (levelSlugs && levelSlugs.indexOf(level) < 0) continue;
+
+    users.push(ObjectId(user));
+
+    if (!levelUserEventMap[level]) levelUserEventMap[level] = {};
+    if (!levelUserEventMap[level][user]) levelUserEventMap[level][user] = {};
+    if (!levelUserEventMap[level][user][event]
+      || levelUserEventMap[level][user][event].localeCompare(day) > 0) {
+      levelUserEventMap[level][user][event] = day;
+    }
+  }
+  // printjson(levelUserEventMap);
+  // printjson(users);
+
+  var userGroupMap = {};
+  cursor = db['users'].find({_id : {$in: users}});
+  while (cursor.hasNext()) {
+    var doc = cursor.next();
+    var user = doc._id.valueOf();
+    userGroupMap[user] = testGroupFn(doc.testGroupNumber);
+  }
+  // printjson(userGroupMap);
+
+  // Data: level, day, event
+  var levelDayGroupEventMap = {};
+  for (level in levelUserEventMap) {
+    for (user in levelUserEventMap[level]) {
+      var group = userGroupMap[user];
+
+      // Find first event date
+      var funnelStartDay = null;
+      for (event in levelUserEventMap[level][user]) {
+        var day = levelUserEventMap[level][user][event];
+        if (!levelDayGroupEventMap[level]) levelDayGroupEventMap[level] = {};
+        if (!levelDayGroupEventMap[level][day]) levelDayGroupEventMap[level][day] = {};
+        if (!levelDayGroupEventMap[level][day][group]) levelDayGroupEventMap[level][day][group] = {};
+        if (!levelDayGroupEventMap[level][day][group][event]) levelDayGroupEventMap[level][day][group][event] = 0;
+        if (eventFunnel[0] === event) {
+          // First event gets attributed to current date
+          levelDayGroupEventMap[level][day][group][event]++;
+          funnelStartDay = day;
+          break;
+        }
+      }
+
+      if (funnelStartDay) {
+        if (!levelDayGroupEventMap[level][funnelStartDay][group]) {
+          levelDayGroupEventMap[level][funnelStartDay][group] = {};
+        }
+        // Add remaining funnel steps/events to first step's date
+        for (event in levelUserEventMap[level][user]) {
+          if (!levelDayGroupEventMap[level][funnelStartDay][group][event]) {
+            levelDayGroupEventMap[level][funnelStartDay][group][event] = 0;
+          }
+          if (eventFunnel[0] !== event) levelDayGroupEventMap[level][funnelStartDay][group][event]++;
+        }
+        // Zero remaining funnel events
+        for (var i = 1; i < eventFunnel.length; i++) {
+          var event = eventFunnel[i];
+          if (!levelDayGroupEventMap[level][funnelStartDay][group][event]) {
+            levelDayGroupEventMap[level][funnelStartDay][group][event] = 0;
+          }
+        }
+      }
+      // Else no start event in this date range
+    }
+  }
+  // printjson(levelDayGroupEventMap);
+
+  var funnelData = [];
+  for (level in levelDayGroupEventMap) {
+    for (day in levelDayGroupEventMap[level]) {
+      for (group in levelDayGroupEventMap[level][day]) {
+        var started = 0;
+        var finished = 0;
+        for (event in levelDayGroupEventMap[level][day][group]) {
+          if (event === eventFunnel[0]) {
+            started = levelDayGroupEventMap[level][day][group][event];
+          }
+          else if (event === eventFunnel[eventFunnel.length - 1]) {
+            finished = levelDayGroupEventMap[level][day][group][event];
+          }
+        }
+        funnelData.push({
+          level: level,
+          day: day,
+          group: group,
+          started: started,
+          finished: finished
+        });
+      }
+    }
+  }
+
+  funnelData.sort(function (a,b) {
+    if (a.level !== b.level) {
+      return a.level < b.level ? -1 : 1;
+    }
+    else if (a.day !== b.day) {
+      return a.day < b.day ? -1 : 1;
+    }
+    return a.group < b.group ? -1 : 1;
+  });
+
+  return funnelData;
+}