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Update campaign editor analytics

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Adding help click counts and help videos start counts to level view
analytics.
This commit is contained in:
Matt Lott 2015-01-20 10:43:02 -08:00
parent d0a0c95623
commit 7fda59ee2d
4 changed files with 166 additions and 6 deletions
scripts/analytics/mongodb/queries
insertPerDayAnalytics.js

68
scripts/analytics/mongodb/queries/insertPerDayAnalytics.js
View file

@ -183,6 +183,52 @@ function getLevelDropCounts(startDay, events) {
return levelDropCounts;
}
function getLevelHelpCounts(startDay, events) {
if (!startDay || !events || events.length === 0) return {};
var startObj = objectIdWithTimestamp(ISODate(startDay + "T00:00:00.000Z"));
var queryParams = {$and: [{_id: {$gte: startObj}},{"event": {$in: events}}]};
var cursor = db['analytics.log.events'].find(queryParams);
// Map ordering: level, user, event, day
var userDataMap = {};
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;
var level;
if (properties.level) level = properties.level;
else if (properties.levelID) level = properties.levelID
else continue
if (!userDataMap[level]) userDataMap[level] = {};
if (!userDataMap[level][user]) userDataMap[level][user] = {};
if (!userDataMap[level][user][event] || userDataMap[level][user][event].localeCompare(day) > 0) {
// if (userDataMap[level][user][event]) log("Found earlier date " + level + " " + event + " " + user + " " + userDataMap[level][user][event] + " " + day);
userDataMap[level][user][event] = day;
}
}
// Data: level, day, event
var levelEventData = {};
for (level in userDataMap) {
for (user in userDataMap[level]) {
for (event in userDataMap[level][user]) {
var day = userDataMap[level][user][event];
if (!levelEventData[level]) levelEventData[level] = {};
if (!levelEventData[level][day]) levelEventData[level][day] = {};
if (!levelEventData[level][day][event]) levelEventData[level][day][event] = 0;
levelEventData[level][day][event]++;
}
}
}
return levelEventData;
}
function insertEventCount(event, level, day, count) {
// analytics.perdays schema in server/analytics/AnalyticsPeryDay.coffee
day = day.replace(/-/g, '');
@ -222,21 +268,21 @@ function insertEventCount(event, level, day, count) {
try {
// Look at last 30 days, same as Mixpanel
var numDays = 30;
var startDay = new Date();
today = startDay.toISOString().substr(0, 10);
startDay.setUTCDate(startDay.getUTCDate() - numDays);
startDay = startDay.toISOString().substr(0, 10);
var levelCompletionFunnel = ['Started Level', 'Saw Victory'];
var levelHelpEvents = ['Problem alert help clicked', 'Spell palette help clicked', 'Start help video'];
log("Today is " + today);
log("Start day is " + startDay);
log("Funnel events are " + levelCompletionFunnel);
log("Getting level completion data...");
var levelCompletionData = getLevelFunnelData(startDay, levelCompletionFunnel);
log("Inserting aggregated level completion data...");
for (level in levelCompletionData) {
for (day in levelCompletionData[level]) {
@ -249,16 +295,26 @@ try {
log("Getting level drop counts...");
var levelDropCounts = getLevelDropCounts(startDay, levelCompletionFunnel)
log("Inserting level drop counts...");
var levelDropCounts = getLevelDropCounts(startDay, levelCompletionFunnel)
for (level in levelDropCounts) {
for (day in levelDropCounts[level]) {
if (today === day) continue; // Never save data for today because it's incomplete
insertEventCount('User Dropped', level, day, levelDropCounts[level][day]);
}
}
}
log("Getting level help counts...");
var levelHelpCounts = getLevelHelpCounts(startDay, levelHelpEvents)
log("Inserting level help counts...");
for (level in levelHelpCounts) {
for (day in levelHelpCounts[level]) {
if (today === day) continue; // Never save data for today because it's incomplete
for (event in levelHelpCounts[level][day]) {
insertEventCount(event, level, day, levelHelpCounts[level][day][event]);
}
}
}
}
catch(err) {
log("ERROR: " + err);
printjson(err);