Intelligence has recently become much more intelligent

http://www.morevisibility.com/analyticsblog/intelligence-has-recently-become-much-more-intelligent.html November 17th, 2010 by

Two weeks ago, Google Analytics made an announcement at Ad Tech NYC that kind of fell under the radar and didn’t make for big headlines in the industry.

On our Analytics & Site Intelligence blog here at MoreVisibility, we’ve blogged in the past about the Intelligence report section in Google Analytics, and we’re big proponents of using the Intelligence data to understand the really important events that are happening on our website and our client’s websites. So, when Google announced the new Major Contributors feature, as well as SMS and Email alerts for the Intelligence report section, we were thrilled!

Previously, if any custom alert that you created “fired off” and displayed in your Intelligence report, all you would see is the name of your custom alert, the day, week, or month in which it occurred, and the comparison data to its right. Now, for any custom alert, you aren’t just shown the alert itself. You’re now shown the reasons why the alert was “fired off” and displayed in your report. These reasons are called Major Contributors, and you will see up to five reasons (or, contributing factors) as to why a custom alert is appearing in your Intelligence report.

Take a look at this example from our own Google Analytics account. We have a custom alert that lets us know when our AdWords conversion rate increases by a significant amount. With Major Contributors, I can now see the top five reasons why the alert is being displayed for this particular day, and also, their contribution to the increase in conversion rate:

major-contributors

You may have noticed that I have written the phrase “custom alert” several times now. Major Contributors are only available for custom alerts at this time – they’re not available for the standard, default alerts that you see everywhere in your Intelligence report.

Now, if you’re like me and you just can’t get enough alerts in your life, you can now have Google Analytics email you when a custom alert is triggered. Do you need to know about your custom alerts even faster than that? You can now also enter in your mobile phone number, and Google Analytics will send you a text message (U.S. only).

Finally, you can spread the love and set your custom alert up to email multiple recipients at the same time. If there are others in your company who will appreciate being alerted about an important event without even needing to log-in to Google Analytics, you can make their day by simply entering their Email addresses in when creating or editing your custom alert.

Posted in Web Analytics | No Comments » |

Standard Deviation, and what it means for you

http://www.morevisibility.com/analyticsblog/standard-deviation-and-what-it-means-for-you.html February 8th, 2010 by

Let’s do something here on our Analytics & Site Intelligence blog that quite honestly we don’t do enough of: talk about pure statistics! Can you feel the excitement running through your veins? Oh wait, that’s only me.

As the Web Analytics industry becomes more and more mature, the requirement to understand basic statistical concepts becomes greater and greater. Awesome new features, like Google Analytics’ Intelligence report section and predictive modeling features from Google Insights for Search, beg the user to dive deep on their web data, segment it, grab insights, make a conclusion, and take meaningful actions.

Sure, you can do all that without knowing a lick about statistics, but chances are very high that you’ll start to get confused, lost, and overwhelmed along the way. Think of statistics like contractors think about a foundation for building a home – we all know what happens without a strong foundation!

Enter “Standard Deviation”, which is quite possibly (next to mean) the most important element in the field of statistics. Standard Deviation is the variance (another stat term!) from the mean (average) of a set of data.

Let’s say that the average football fan watches 3.5 hours of football a week, with a standard deviation of .5 hours (a half-hour). This means that – assuming a normal distribution (a third stats term!!) – most football fans (about 68% of them) will watch anywhere from 3 to 4 hours of football a week. Since the average is 3.5, and the standard deviation is .5, watching 4 hours of football a week is said to be “one standard deviation above the mean”. Conversely, watching 3 hours of football is said to be “one standard deviation below the mean”.

However, almost all football fans (which is about 95% of them, assuming a normal distribution), will watch anywhere between 2.5 and 4.5 hours of football, which is said to be “two standard deviations above or below the mean”. It’s two standard deviations above or below the mean, because 2.5 hours or 4.5 hours is two “.5′s” above or below our mean of 3.5.

In statistics, it is generally considered unusual if a particular data point (like, watching 9 hours of football) is above or below two standard deviations from the mean. Watching an average of 9 hours a week of football for the average football fan is way…WAY above 2s (two standard deviations), so this would be considered highly unusual for the average football fan.

What it means for you (the Web Analyst)?
Knowing what Standard Deviation is and how it’s used in Web Analytics will help you get an idea of just how important events that happen on your website could be. For example, in the new Intelligence Section in Google Analytics, you may see some alerts for an increase in Revenue from different regions:

Intelligence in Google Analytics

If you notice on the left-hand side of the image, the revenue for this particular time period increased by 111% from North Carolina from the expected revenue. This is definitely significant (check out the significance bar on the right), as it’s about 3 or even 4 standard deviations above the mean! Perhaps your new PPC campaigns that were targeted to North Carolina were successful, and you can now duplicate that success everywhere else! Or maybe your email marketing strategy worked, and North Carolina residents responded so well that you can re-market to them in 1-2 months.

In that same image, the Revenue from the United Kingdom increased by 46%, which is about one or possibly two standard deviations above the mean. It’s not as significant of an increase as North Carolina’s, but still worthy of your attention nonetheless. Apply the same negative keywords or the same match types for your other international campaigns as well!

So now that you know what standard deviation is all about, use reports like Google Analytics’ Intelligence section to get a truer, deeper meaning of just how significant certain trends are that happen on your website, which will allow you to improve whatever it is that you are doing exponentially. You’ll be a better analyst for it!

Posted in Web Analytics | No Comments » |

New Google Analytics Features: Powerful. Flexible. Intelligent.

http://www.morevisibility.com/analyticsblog/new-google-analytics-features-powerful-flexible-intelligent.html October 20th, 2009 by

Earlier today at eMetrics in Washington, D.C., the Google Analytics team announced some awesome new features that will provide greater reporting capabilities, more flexible customization options, and add an element of insightful intelligence to your report data. How exciting!

Let’s review the newest features of the Google Analytics Product that were announced today as “Powerful. Flexible. Intelligent.”:

1. Expanded Goals - Expanded Goals now allow administrators the ability to add up to 20 Goals per profile, a 500% increase on the previous number of four goals per profile!

2. Site Engagement Goals - Site Engagement Goals now allow you to more robustly measure user-engagement and branding efforts off of your web site. Instead of only being able to define URLs as goals, you can now define the time on site or the number of page views as a goal in Google Analytics.

3. Expanded Mobile Tracking - Google Analytics will now have the ability to track mobile applications built for the iPhone and for the Android platforms. Mobile site owners will be able to install specified tracking code on their mobile site, which will allow them to analyze what actions are taken with a mobile application and what features are used.

4. Advanced Table Filtering - This will be enabled in all standard Google Analytics report tables and will allow users to filter rows based on metric conditions and combinations, just like a user can when creating an Advanced Segment.

5. Unique Visitors – This is a new metric in Google Analytics that will be available when creating a Custom Report. This makes it possible to see how many actual visitors  make up any user-defined segment in a Custom Report.

6. Multiple Custom Variables - This is a highly flexible feature that allows multiple labels to be assigned to each unique visitor. In the past, users could only specify one label via a user-defined segment using the _setVar JavaScript function. Now, users will have the ability to create multiple variables for one unique visitor. These multiple custom variables can now be collected at the page, session, and visitor-level concurrently.

7. Advanced Segment and Custom Report Sharing - Even though this was already announced, this option allows users to share Custom Reports and Advanced Segments with each other via a permanent URL that can be forwarded or emailed to another user.

8. Intelligence Reports - Intelligence Reports will be part of a brand new report section which will feature pre-defined alerts for your Google Analytics account data. This is designed to alert a Google Analytics user to a significant change in data patterns over daily, weekly and monthly periods. This is just a part of the initial release of an algorithmic driven intelligence engine.

9. Custom Alerts - Need to set-up your own alerts with your own parameters? Now you can do just that within the Intelligence Report section of Google Analytics. Define your own set of rules and make your own determinations as to what is significant for your and your web site, and even let Google Analytics email you when an alert happens!

These features are very exciting, but they are only the beginning of greater things to come in 2010. These features are also being pushed out to users over the next few weeks, so check your Google Analytics account frequently (which you do already) and be the first person on your block to use them!

Posted in Google Analytics, Web Analytics | No Comments » |


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