Analytics is the discovery and communication of meaningful patterns in data.

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2answers
100 views

Why would one employ a POST-based search engine on their website?

A Google Search on this topic just returns results explaining how to hack Google Analytics site search for POST-based search engine measurement. So, I thought I would turn to you fine men and women ...
2
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2answers
76 views

How to perform summary analytics on production databases?

I want to use production data to generate "user activity" metrics. My thought is to set up a cron job that regularly reads production databases to summarize user activity and then stores the results ...
3
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3answers
102 views

Should we reuse web app logs for user behaviour analytics?

Our web app generates a large amount of logs. These logs include both events regarding background operations in the app (data arrives from the server, ajax failures, inter-component communication, etc....
1
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0answers
141 views

Best practices for dashboard of near real-time analytics

I’m currently building a dashboard to view some analytics about the data generated by my company's product. We use MySQL as our database. The SQL queries to generate the analytics from the raw live ...
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1answer
165 views

Feeding events to Elasticsearch, do I really need Logstash?

I'm designing an analytics system that feeds all events to Elasticsearch. The event lifecycle is as follows: Visitor does something. Custom analytics server gathers data, makes an event out of it ...
1
vote
1answer
68 views

BigData: time-based word count

What we are trying to do: We're trying to build a system that will count the number of unique entries for a certain timeframe. It's working ok until the data grows up or the timeframe increase, then ...
4
votes
1answer
196 views

How to introduce Google Analytics code in a modular way?

We are working on a very large codebase. It's basically a web-based operating system, with its own file system and applications. The system's UIs are generated dynamically with Javascript. We've ...
1
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1answer
69 views

Contradiction of layered design and global data access for analytics reporting

While developing an application (mobile app for Android), our team always strives to use best development practices such as interfaces, layering and separation of concerns. When it comes to reporting ...
4
votes
3answers
311 views

Big Data: Can it be pre-processed?

My question is about "big data". Basically, big data involves the analysis of a large amount of data to make meaningful insights from it. I would like to know: Whether or not large amounts of data ...
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1answer
888 views

How to combine Google Analytics with Relational Database

I have a website with quite a lot of registered users, they are stored in a PostgreSQL database. I also running Google Analytics on the website to track the users. Is there a way to individually ...
6
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3answers
463 views

Why is it rare to collect analytics/usage data in open source software?

So, I've been developing some analytic software at my work and also have started to take more notice to analytics in general. For instance, I recently installed Google Analytics on my blog(which is ...
1
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1answer
548 views

Allow app analytics opt-out?

Given that mobile app analytics reporting can cost a customer data traffic that, unlike a web app, use of the mobile app may otherwise not require, should a mobile app provide a user accessible ...