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Social Media
at Harvard
Kimberly Moniz, HPAC
August 2019
Harvard University is an institution
of higher learning that:
● is available to everyone
● is dedicated to the virtue of truth
● strives to be a pioneer in research and
education
While Harvard is elite, it is not insular.
Harvard’s flagship social media
accounts aim to be:
● Honest
● Educational
● Accessible
● Relevant
Facebook
facebook.com/harvard
● Highlight a variety of topics
● Feature Harvard’s schools
● Different types of content:
photos, videos, and links
● Post once each day
Audience size: 5.4 million
twitter.com/harvard
● Optimize language for interest
and sharing
● Be timely and participate in
timely topics
● Amplify stories from around the
University
● Tweet multiple times each day
Audience size: 974K
Twitter
instagram.com/harvard
● Increasingly global audience
● Views of campus
● The people of Harvard
● One feed post each day
Audience size: 1.2 million
Instagram
instagram.com/harvard
● Share Harvard stories
● A chance to engage with our
audience
● New, fun, informal
● One Story each week
Audience size: 1.2 million
Instagram
Analytics
Workshop
with Aaron
AARON BAKER, ASSOCIATE DIRECTOR OF CONTENT STRATEGY
HARVARD PUBLIC AFFAIRS AND COMMUNICATIONS
1
2
3 Analyze performance using your
own baseline of what’s normal
Analyze
Distribute on different platforms:
web, social, email
Distribute
Create content using best
practices and align to
communication objectives
Create
Decide what to change or how
to optimize
Optimize
4
Content Strategy Cycle
Refine your process using a focus on analytics strategy and measurement planning
default analytics
what do you already know?
Metrics are quantitative
measurements
- Pageviews: the default metric
- Events: any count of measured user
interaction on the page
- Users: number of people*
- Sessions: count of the user’s visit to
Dimensions are attributes
or characteristics
- Browser & OS: the browser/OS the user
visited the website (Chrome, Firefox,
Safari)
- Page: Page url the user visited
- Location: Country/region/city where
your sessions are coming from
Dimensions and Metrics
Ways to use the data you already have
Channel
Grouping
- search
- email
- social
- referral
- paid ads
Traffic Sources
- source/medium
- campaign
Dimensions List
Types of dimensions available in Google Analytics
User
- new/returning
- age/gender*
Device and
System Info
- OS/browser
- mobile device
- screen size
Geolocation
- city/state/countr
y
Goal Conversions
- URL
- steps
Custom*
- scroll depth
- element visibility
- engaged time
- video plays
Session
- duration
Content Grouping
- configurable
categories
Page Tracking
- title/URL
Event Tracking
- category/action/
label
Internal Search
analytics wishlist
what do you really want to track?
Analytics Wish List
Newest tracking possibilities, best (easiest) via Google Tag Manager
Predefined percentage checkpoints
on your page that, when scrolled
into view, triggers an event that is
sent to Google Analytics. You can
further customize this by creating a
custom metric, such as “percentage
of pageviews that reached X%.”
SCROLL TRACKING
This page is really long. How do I
know if users are seeing this thing
that exists way down the page? The
element visibility trigger is used to
send an event to Google Analytics
when whatever you configured is
shown to the user.
ELEMENT VISIBILITY
Google Analytics doesn’t actually
use a stopwatch to track your users
as they race through the circuit of
your website, unless you tell it to.
This GA “plugin” is used improve the
quality of user behavior time
measurements.
ENGAGED TIME
match data to goals
identify the best KPIs for your content
Audience
Acquisition
Behavior
Conversions
Default web metrics
Ways to use the data you already have
conversion
is what success looks like
Goal Conversions in Google Analytics
Destination
A “thank you” page after filling out a
web form
Duration
Spent time on the site
Pages per session
Visited a number of pages
Event
Performed a specific interaction
Static, but evolving.
Website homepages,
program or initiative
landing pages, pages used
for wayfinding and general
information.
Optimization can occur at
the page level over time
through A/B testing.
Homepage
Constantly updated
with new stories.
Published and done
(you wouldn’t optimize
a news story after
publish)
Optimization is used for
better acquisition, SEO,
and encouraging user
engagement.
News site
VS
Content type determines optimization
Different approaches to improving your content based on type
● Calls to action such as
clicking on featured
content or scheduling a
campus tour
● Time to task completion
(useful for navigation
analysis—how long did it
take to find the right
link?)
● Sessions with on-site
search
Homepage metrics
● Time on story pages
(attention minutes)
● Scroll depth
● Engagement with
embedded media
● Stories pages per
session
● Clicks on share
buttons
News site metrics
VS
In a redesign situation...
Think about how each kind of site meets different needs
measurement plan
decide what you are going to measure
Turn a School objective into a goal in GA
School objective
● Increasing applicants directly
referred by alumni
Macro conversion (KPIs)
● Applications
Micro conversion
● Interest form submits
● Event registrations
● Number of clicks from paid ads
Turn a School objective into a goal in GA
School objective
● Solicit donors to fund private
scholarships
Micro conversion
● Email engagement rates (open
rate, click rate)
● Number of pageviews to
donation page that came from
homepage
● Number of users who watched
an embedded video on the
giving page to at least 75%
Macro conversion (KPIs)
● Dollars
● New Donors
Turn a School objective into a goal in GA
School objective
● Raising brand
awareness
Macro conversion (KPIs)
● Newsletter subscriptions
● Returning visits to the website
Micro conversion
● Social media follower growth
percentage
● Shares
● Number of pageviews from
campaign-tagged posts or
emails
● Pageviews from referral sources
● Sessions from organic search
● Faster page loading speed for
desktop and mobile devices
tag and track
everything you do is a campaign
What are link tags?
Query strings that go on the end of links to indicate to Google Analytics
the point of origin of your website visitors - including source, medium,
campaign and content
Example:
http://hls.harvard.edu/page/?utm_source=newsletter&utm_medium=email
&utm_campaign=alumninews&utm_content=fall
What is campaign link tracking?
Your website is the destination of the call to action across a wide variety of promotional channels.
Campaign tracking allows you to evaluate website performance of traffic coming from specific marketing channels
All traffic to your website
Goal conversions
Audience demographics
Pages visited
Print ad campaign
Facebook post
Linkedin post
Why does link tagging matter?
● Provides powerful insight into your campaign performance and web traffic
● Allows to evaluate performance related to your goals and objectives instead of guessing
● Enables powerful segmentation abilities based on your tagging approach
Sample tagging solutions
Link Shortener Service (bit.ly,
rebrandly, YOURLs, etc.)
● Pros: Easy to use, tags and shortens
links at the same time
● Cons: Free versions are limited. Self-
hosted solutions require a web
developer
Sample tagging solutions
Shared Google Sheet
● Pros: Free! Extremely customizable,
unlimited users
● Cons: Not user friendly (it is after all a
spreadsheet), and it can be complicated
to setup and maintain
Tagging Tips
Use consistent case and capitalization:
● FallEventInvite and falleventinvite are different.
Use dashes and underscores to make things readable:
● Fall_event_invite is easier to read
Start all your campaign names with the same unique
characters:
● univ-newsletter
● univ-facebook-post
● univ-fall-event-invite
Example: Recruitment Campaign
Source: facebook
Medium: social
Campaign: recruitment
Content: linkpost
Source: twitter
Medium: social
Campaign: recruitment
Content: contest
Source: bannerad
Medium: display
Campaign: recruitment
Content: campus
Track anything that happens beyond the pageview
Common uses for Event Tracking:
1. Navigation menu usage
2. Off-site, or outbound links
3. Buttons like submit, apply, download, etc.
4. Video embed interactions
5. Scroll depth engagement, etc.
6. Anything you want!
Event Tracking
1
2
3
4
segment your
analysis
signal vs noise
Show the user journey with your metrics
Funnel
Awareness
Interest
Consideration
Intent
Conversion
Metric Ideas
facebook impressions, video views, instagram engagements
social follower growth, news story engagements
visits to key recruitment pages, time on page goal completions
inquiry form completions
application completion
Word of Mouth
Room assignment
Consider the user journey
Consideration Prospect Admit / EnrollAwareness
PR
Radio/TV/Print
Online Ads
Email
Social Posts
Blogs Call from faculty
Open House
Test scores
Financial Aid letter
Advice from family
Meeting with recruiter
Friends are going
Consider your report format options
● Insight reports
● Google Analytics dashboards
● Google Data Studio
● Custom report
What to consider when approaching a report
● Objectives and Goals
Return to these to shape your overall reporting strategy
● Metrics and KPIs
Be extremely selective: how do they report back to your objectives and goals?
● Report audience
Who are you reporting to? What level of detail would best suit them?
change
how do you report insights to enact change?
The Harvard Gazette
2017 Redesign
● Menu navigation and category label
● Share buttons
● Trending box (or “next in series” box)
● In-story media players and links
● Editor’s picks
● Up next footer
Walkthrough of a Gazette article
To illustrate tracking points
Q & Aaron
GOOGLE ANALYTICS TRAINING
Harvard OpenScholar Sites
August 9, 2019
ABOUT US
➔Web analytics consulting firm
➔Tag management & data science
services
➔Partner of Google, Tealium, other top
technologies
➔Started in Washington DC in 2002
➔Founders Harvard and Georgia Tech
MBAs
About Us: Clients
➔ Media
➔ Ecommerce
➔ Hospitality
➔ Business-to-Business
➔ Government
➔ Not-for-Profit
➔ Agencies
About Me: Elizabeth Brady
➔ Account Director, Empirical Path
➔ Background:
◆ Previously solo consultant with EWB
Analytics LLC
◆ Led ecommerce web analytics at
Monster.com
◆ DAA Certified
◆ Working with Harvard since 2011
➔ Expertise:
◆ Tag Management
◆ Implementation Strategy
◆ Tool migrations
◆ Ecommerce, higher ed
Open Scholar
Analytics Platform
◆Data Collection
◆OpenScholar Analytics Code
◆OpenScholar Specific Configuration
now analytics.js for Universal
Analytics and newest gtag.js for
non Google Tag Manager sites
Introduction: How GA Works
Open Scholar Analytics Code
➔ Automatically integrated on site build
➔ GA.JS version (older) code
◆ Won’t work with certain analytics.js
features
➔ Automatically tracks certain actions
◆ Outbound Links
◆ Downloads
◆ Clicks to email addresses
Ga.js (prior code
verision)
Google Analytics ‘Page’ Collection
➔ Page defaults to entire URL (except hash, and campaign
tags)
➔ Page URL components
➔ Extra query string parameters can be stripped off under
‘Admin’ Settings
Source: Tealium Learning Community
Interaction Not Collected
➔ Non-Page events beyond the auto-tagged events
➔ Example - newsletter subscription confirmation, below
On Site Search for OpenScholar Sites
➔ Custom code rewrites page URL with a ‘search’ query
string parameter
➔ Be sure to configure this under View settings
➔ Cookies allow a site to:
◆ Write information to user’s computer &
store as name-value pairs
◆ Later retrieve it
➔ Weaknesses
◆ Some users browse anonymously or clear
cookies
◆ Can be blocked
◆ Browser-dependent
◆ 2 browsers on the same page are seen as 2
unique visitors
◆ Browsers are reducing cookie lifespan (esp.
Safari)
Introduction: Cookies
OpenScholar
sites have these
‘older’ cookies
Introduction to GA &
Selected Google
Analytics Reports
◆Navigation
◆Audience Reports
◆Acquisition Reports
◆Behavior Reports
◆Conversion Reports
Navigating GA
Dimensions & Metrics
Web Analytics Terminology
Introduction to GA
Introduction: Navigating GA
➜ Visit analytics.google.com
➜ Select your Account, Property and View on Home page
➜ Use Top Nav for quick access to:
◆ Accounts & Views
◆ Notifications
◆ GA Apps (GTM, Optimize, etc.)
◆ Overflow Menu
◆ Personal Accounts
◆ Google Account
Settings,
Help
Access to accounts and views
Introduction: Navigating GA
➜ The Left Nav offers quick access to:
◆ Accounts & Views
◆ Customizations
◆ Standard Reports
➜ Search reports is now located in the top combined
search box
Standard
reporting in one
place
Access to
Accounts & Views
Account > Property>Views
Introduction: Navigating Account Structure
Views
Account
Properties
Introduction: Navigating Help
➜ Help is always at right side of the Top Nav
◆ Search box allows you to perform a free-
text search on any Help topic
◆ Articles on Support site often link to
technical documentation on Developer site
➜ Help articles are also available in the combined top
center search box
Introduction: Navigating Reports
➜ Left nav allows access to standard Reporting in two ways
◆ GA Search at the top of the page
◆ Helps locate a specific report
◆ Just begin typing in a keyword
◆ Major Report types below in Left Nav
◆ Dashboards
◆ Saved Reports
◆ Alerts
◆ Real-Time
◆ Unsampled Reports (360 customers)
◆ Audience
◆ Acquisition
◆ Behavior
◆ Conversions
Click to
search
reports
➔ A metric is a quantity, ratio, or time that is expressed as a
numerical value (black in GA)
◆ E.g., sessions, bounce rate, time per
session
➔ A dimension is a way to segment data that is expressed as a
label (blue in GA)
◆ E.g., page, country, date
Dimension Metrics
Values
Labels
Introduction: Dimensions vs. Metrics
➔ Bounces: The total number of single-page (or single-engagement-hit) sessions
➔ Exits: The number of exits, typically from a given page
➔ Goal Completions: The total number of completions for a Goal (defined by Page, Event, or Time or Pages per Visit)
➔ Pageviews: The total number of views of pages, including duplicate views of one page in one session
➔ Unique Pageviews: The total number sessions that had a view to that page (use this metric with pages instead of session)
➔ Time on Page: How long a visitor spent on a particular page in seconds (Calculated by subtracting the initial view time for a
particular page from the initial view time for a subsequent page or hit. Thus, this metric does not apply to exit pages for your
property)
➔ Users: Total number of visitors to your property for the requested time period (as defined by cookies or other identifier (formerly
Unique Visitors)
➔ Sessions: Total number of sessions (session ends after 30 min of inactivity by default, can be customized in admin console)
➔ Goal Conversion Rate: Rate at which visitors achieve key actions on your site or app
Introduction: Select GA Metrics
➔ Age/Gender: Age bracket of visitor (if ‘advertising reporting features’ are set to ‘on’ in admin console)
➔ Category of Product Purchased
➔ Day of Week Name: The name of the day of the week (in English).
➔ Device Category: The type of device: desktop, tablet, or mobile.
➔ Landing Page: The first page in a user's session, or landing page.
➔ Medium: Paid Search, Organic Search, Referrals from other sites
➔ Metro: The Designated Market Area (DMA) from where traffic arrived on your property.
➔ Page: A page on your website specified by path and/or query parameters. Use in conjunction with hostname to get the full URL of
the page.
➔ Search Term: Site Search terms used by visitors within your property.
➔ Traffic Source: Assigned to user visiting site e.g. Open Table, Facebook, Google, direct
➔ Visitor Type: A boolean indicating if a visitor is new or returning. Possible values: New Visitor, Returning Visitor
Introduction: Select GA Dimensions
Geo
Behavior
Technology
Mobile
Users Flow
Audience Reports
➔ Visitor location based on IP lookup including:
◆ Continent and Subcontinent Region
◆ Country and Region (state)
◆ City and Metro (MSA)
➔ Map Overlay drills down to the city level
◆ Also the usual Explorer table data tab
◆ Can plot metrics on and apply Segments to
Map Overlay
➔ Also include Language
◆ Based on browser settings
Audience Reports: Geo
Audience Reports: Technology
➔ Technology used to view site:
◆ Internet Service Provider
◆ Operating System
◆ Browser
◆ Screen
● Resolution
● Colors
◆ Flash Version
◆ Java Support
Audience Reports: Mobile
➔ Mobile technology used to view site:
◆ Desktop/Mobile/Tablet share
◆ Within Mobile Devices, slice & dice mobile
devices by
● Mobile Device Info
● Mobile Device Branding
● Service Provider
● Mobile Input Selector
● Operating System
● Screen Resolution
◆ Note: Mobile Device = Tablet + Mobile
(really Mobile Phone)
Audience Reports: Cross Device (if Google Signals Enabled)
➔ Enables reports for device category overlap and device combinations prior to conversions
Audience Reports: Users Flow
➔ Illustrates top visit paths and exit points through the site
◆ Line thickness of connection represents volume
◆ Exits are red
◆ Nodes “roll-up” all URLs with same root but different query strings or parameters
◆ Can view by Keywords, Campaigns or other ad dimensions
Node
Node
Connection
Acquisition - All Traffic
Channel Groupings
AdWords
Search Console
Social
Campaigns
Campaign Tagging Basics
Acquisition Reports
➔ Drill into key channels via dedicated reporting, including:
◆ Referrals
● Visits via links that lack utm or AdWords parameters on other sites that aren’t search engines
◆ Campaigns
● Visits to URLs with utm or AdWords gclid parameters
◆ Keywords
● Visits from paid and organic search engine results
◆ AdWords
● Visits from Google paid search ads (with detailed AdWords metrics & dimensions)
◆ Social
● Visits from links on sites defined by GA as social, whether posted by you or by fans (with detailed Data Hub
metrics & dimensions) plus Plugins reports
◆ Search Engine Optimization
● Clicks from Google organic search results (with Search Console metrics & dimensions)
Acquisition Reports
Acquisition - Channel Groupings
➔ ‘Alt’ channel grouping uses existing _mmc codes to attribute tagged traffic to high level channels
◆ Channels include Display, Paid Search, Display, Organic Search, Affiliates
➔ For custom channel groupings, updates/adjustments are retroactive, unlike for ‘Default Channel Grouping’
Attribution is ‘last
non-direct click’
➔ Go beyond reports in AdWords for PPC
◆ Acquisition, Behavior & Conversion by campaign, keyword, and AdWords-specific dimensions
➔ Requires GA-AdWords integration
➔ Access AdWords-specific metrics GA via the “Clicks” tab
➔ Allow reporting by those without AdWords access
Acquisition Reports: AdWords (if linked)
Acquisition Reports: Search Console (if linked)
➔ Unmask “(not provided)” organic keywords
◆ Which search terms returned your site in organic results
◆ Which landing pages were returned in organic results
➔ Be sure to link to correct search console account (ie, https)
Search
Console
metrics
➔ Understand three kinds of Social Media activity
◆ Sessions, landing pages and conversions from social sites
◆ Users Flow for this audience
◆ Social sharing via Plugins on your site (requires ‘track social’ tags to be implemented)
Acquisition Reports: Social
➔ Ensure proper utm tagging so Campaign reports can:
◆ Detail the campaigns, mediums, sources, and more granular categories…
◆ …that drove visits, conversions and engagement
Acquisition Reports: Campaigns
Mediums
Campaigns
(=cross-channel
initiatives)
➔ Get greater detail on traffic sources you control
◆ Must link to URLs tagged with utm (or AdWords gclid) tracking parameters on landing pages
➔ utm parameters are:
◆ Medium
◆ Source
◆ Campaign
◆ Content
◆ Term
➔ Example landing page and parameters:
◆ https://ngl.cengage.com/assets/html/eSamples/
?utm_medium=email
&utm_source=lead-list
&utm_campaign=summer-sample
Acquisition Reports: Campaign Tagging Basics
Site Content, Content Grouping
Site Search
Events
Behavior Reports
➔ What visitors do while on your site
◆ Which pages do they view most (All Pages)
◆ What groupings of pages do they view by URL path (Content Drilldown)
◆ Where do they start (Landing Pages)
◆ At what point do they leave (Exit Pages)
Behavior Reports: Site Content What are
users doing
on the site?
➔ Overview of the popularity of individual pages on the site
◆ Pageviews and Entrances
◆ Average time viewed
◆ Bounce and Exit Rates
◆ Page Value (Defined with Goal Value or Ecommerce Revenue)
➔ By URL, Page Title or Content Grouping
➔ Tab for Navigation Summary
Behavior Reports: All Pages
Content Grouping: Content Groups
➔ Roll up date by key site sections - if enabled in the back-end
➔ Compare metrics across general page groups
➔ Rules can be created - grouping pages together into a
‘Content Group’
➔ Shows how visitors navigate to and away from any Page
◆ URL only, not Page Title
◆ Can be viewed by Content Groups
◆ Accepts Segments
◆ No visualization
➔ Use Behavior Flow or Users Flow for visualization
Behavior Reports: Navigation Summary
Behavior Reports: Landing Pages
➔ Session metrics -- as opposed to Page metrics -- for every site entry point
◆ Acquisition
◆ Behavior
◆ Conversion (for all Goals or each one)
Behavior Reports: Site Search
➔ Details audience usage of key site navigation feature
◆ Percent of visits using + useful metrics on search effectiveness & impact
◆ Specific terms searched and categories
● Help surface how users describe what they seek
◆ Pages where searches initiated
➔ Site Search requires setup configuration to enable reporting
Specific metrics on search
effectiveness
Specific metrics on
search effectiveness
Specific metrics on
post-search impact
Behavior Reports: Events
➔ Track user activity on pages separately from pageviews
◆ Outbound links to other domains
◆ Social Shares
◆ Slideshow advances
◆ File downloads
◆ Interaction with multimedia/video
◆ Clicks to CTA buttons
◆ Load times for data
➔ Correct Bounce Rate by defining visits with these user activities as not Bounces (if interactive events)
Auto-tracked
events include
downloads,
email clicks and
outbound links
Behavior Reports: Event Reports
➔ Core events reports in Standard Reporting > Behavior
section
◆ Top Events lets you drill down from
Categories
◆ Overview rolls up all Categories, Events, and
Actions
➔ Metrics on total & unique events
◆ And any optional value tracked
➔ Standard Metric Groups also available for session with each
event/event type:
◆ Site Usage: Visits, Avg. Duration, % New
Visits
◆ Ecommerce: Revenue, Transactions, Avg.
Order Value
Behavior Reports: Behavior Flow Reports
➔ Explore user ‘pathing’ through the site
◆ By ‘grouped’ pages
◆ By content group
◆ By events
➔ Also apply any session/user dimension for further
segmentation
➔ Caution! Reports get complicated quickly!
Conversion Reports
Goal Reports
Defining Conversion Goals
Conversion Reports
➔ Completion of an activity that is important to the success of your business
➔ Conversions are steps that visitors take such as:
◆ Make a purchase (or intent to purchase
◆ Register
◆ Sign up for Newsletter
◆ Otherwise engage with the site
➔ Using OpenScholar Data
◆ View a specific page
◆ View a type of page
◆ Trigger a specific event
◆ Trigger a type of event
Conversion Reports: Goal Overview
➔ Goal Completions, Value and Rates
◆ Overall
◆ Per Goal
◆ By Day via sparkline
➔ Summary Reports on Goals
◆ Completion Locations (pages)
◆ Source|Medium combinations of Last Interaction Visits
Conversion Reports: Goal URLs
➔ Displays Goals Completed by page, and value for goal conversion (seen in same session)
◆ Whether defined by:
● Destination URL
● Duration
● Pages per Visit
● Event
Conversion Reports: Reverse Goal Path
➔ Shows the steps taken by visitors prior to completing Goal
◆ Steps can include Entrances
◆ Includes Goals whether defined by:
● Destination URL
● Duration
● Pages per Visit
● Event
Conversion Reports: Funnel Visualization
➔ Visualizes progress along a predefined path to a Goal
Completion Page
◆ Completion Rates
● Overall
● Step-to-step
◆ Plus all entrances and exits along the way
● Expected and unexpected entry points into the
Funnel
● Pages next viewed by those who abandon the process
Visits that
bailed out
Step
Completion
Rate
Entry points
to Funnel
Conversion Reports: Goal Flow
➔ Next generation of Funnel Visualization
➔ Same controls as Visitor and Behavior Flows
◆ Can apply Segments
◆ Shows Traffic Sources, Technology, other Dimensions at left
◆ Size of Nodes and Paths represent number of visits
◆ Click and hover over Nodes and Paths for more detail
Goal Creation
Can track goal by
URL, Visit Duration,
Pages/Visit or Event
➔ Accessible via Admin in Top-Nav
➔ 20 per View
➔ Goals can be:
◆ Destination
◆ Duration
◆ Pages/Screens per Session
◆ Event
➔ Optional Goal Value can be helpful for ‘page value’ reports
Defaults to
Equals to, but
others useful
Goal URL Destination
Names appear
in 2 reports
➔ URL Destination is most common Goal Type
◆ Confirmation or “thank-you” pages
➔ Match type critical
◆ Regular expressions come in handy to count
multiple variations of a page
➔ Goal Funnel defines 2 reports:
◆ Funnel Visualization
◆ Goal Flow
● Required Steps affect Funnel but not Goal
Completion count
Match Type again
critical as values
come from site code
Goal Event
➔ Event Goals capture actions that don’t generate a Pageview
◆ Exit link clicks
◆ Mailto clicks
◆ Downloads
◆ Form submissions with no unique thank-you
URL
➔ Lack Goal Funnel option
◆ Can use Virtual Pageview instead of Goal if
needed
➔ Can pull Goal Value from Event Value in code
➔ Good reason to name Events carefully
Custom Analysis
◆Creating Custom Reports
◆Segmentation -
Custom Reporting - How to Create
Adding Metrics
Adding Tabs & Filters
Saving to Views
Best Practices
➔ Create the exact report that you need
◆ Pick the dimensions (or custom): ways of describing visits, visitors, pages, products, and events
● E.g., Visitor Type (whether new visitor or returning visitor), Source (the name of a referring website/search engine ),
Page Title (the HTML title of a page on your site), and Product SKU (the SKU code for a product purchased on your
site)
◆ Pick the metrics (or custom): numeric measurements
E.g., Visits, Pageviews, and Bounce Rate
◆ Decide how they should be displayed - Drill-down vs. flat table
Custom Reporting
Custom Reporting: Adding Metrics & Dimensions
Step 1: name
2: tab name
3: metrics
4: dimensions
Custom Reporting: Adding Tabs & Filters
5: new tab(s)
6: filter dimensions,
match type, and
value
Custom Reporting: Saving to Views
7: add to
Views
8: save
➔ Name reports, tabs and metric groups very clearly, so a future analyst will understand
➔ Use Categories of Custom Reports to organize them
➔ Add key Custom Reports to Shortcuts and Dashboards for quick access
➔ Add Custom Reports to Views sparingly
➔ Share with colleagues so everyone is on the same page
➔ Place the metric by which you want to sort in the first column
➔ Avoid replicating combinations of metrics and dimensions found in Standard Reports
Custom Reporting: Best Practices
Custom reports are stored
at the user (login) level, will
only be seen by those who
have ‘saved’ the report
Segmentaion
Basic Segments
Custom Segments
➔ Segments let you specify which Visits or Users to include or exclude
◆ Based only on Demos, Tech, Behavior, Cohorts, or Traffic Sources
◆ Using extensive match types
Basic Segments
➔ Advanced Custom Segments let you specify exactly which Visits or Users to include or exclude
◆ Based on any Metrics and Dimensions
◆ Include or Exclude options and “AND” and/or “OR” logic
◆ Based on custom sequences of Dimensions & Metrics
◆ ‘Sequence’ Segments are also possible
Advanced Custom Segments
3: Include or
Exclude
4: metrics or
dimensions
2: Name &
scope
Step 1: Create in any
Report or Admin >
Personal Tools &
Assets
Defining Custom Segments
7: Boolean
Step 5: match
type
6: match
term
8: additional
Filters
Defining Custom Segments
Step 9: test in
Reports
10: save to
View(s)
Defining Custom Segments
THANK YOU
Questions Now?
Questions Later
‣ elizabeth.brady@empiricalpath.com
‣ @EmpiricalPath
‣ Facebook.com/EmpiricalPath

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Harvard Analytics Academy: Workshop Slides (2019)

  • 1. Social Media at Harvard Kimberly Moniz, HPAC August 2019
  • 2. Harvard University is an institution of higher learning that: ● is available to everyone ● is dedicated to the virtue of truth ● strives to be a pioneer in research and education While Harvard is elite, it is not insular.
  • 3. Harvard’s flagship social media accounts aim to be: ● Honest ● Educational ● Accessible ● Relevant
  • 4. Facebook facebook.com/harvard ● Highlight a variety of topics ● Feature Harvard’s schools ● Different types of content: photos, videos, and links ● Post once each day Audience size: 5.4 million
  • 5. twitter.com/harvard ● Optimize language for interest and sharing ● Be timely and participate in timely topics ● Amplify stories from around the University ● Tweet multiple times each day Audience size: 974K Twitter
  • 6. instagram.com/harvard ● Increasingly global audience ● Views of campus ● The people of Harvard ● One feed post each day Audience size: 1.2 million Instagram
  • 7. instagram.com/harvard ● Share Harvard stories ● A chance to engage with our audience ● New, fun, informal ● One Story each week Audience size: 1.2 million Instagram
  • 8. Analytics Workshop with Aaron AARON BAKER, ASSOCIATE DIRECTOR OF CONTENT STRATEGY HARVARD PUBLIC AFFAIRS AND COMMUNICATIONS
  • 9.
  • 10. 1 2 3 Analyze performance using your own baseline of what’s normal Analyze Distribute on different platforms: web, social, email Distribute Create content using best practices and align to communication objectives Create Decide what to change or how to optimize Optimize 4 Content Strategy Cycle Refine your process using a focus on analytics strategy and measurement planning
  • 11. default analytics what do you already know?
  • 12. Metrics are quantitative measurements - Pageviews: the default metric - Events: any count of measured user interaction on the page - Users: number of people* - Sessions: count of the user’s visit to Dimensions are attributes or characteristics - Browser & OS: the browser/OS the user visited the website (Chrome, Firefox, Safari) - Page: Page url the user visited - Location: Country/region/city where your sessions are coming from Dimensions and Metrics Ways to use the data you already have
  • 13.
  • 14. Channel Grouping - search - email - social - referral - paid ads Traffic Sources - source/medium - campaign Dimensions List Types of dimensions available in Google Analytics User - new/returning - age/gender* Device and System Info - OS/browser - mobile device - screen size Geolocation - city/state/countr y Goal Conversions - URL - steps Custom* - scroll depth - element visibility - engaged time - video plays Session - duration Content Grouping - configurable categories Page Tracking - title/URL Event Tracking - category/action/ label Internal Search
  • 15. analytics wishlist what do you really want to track?
  • 16. Analytics Wish List Newest tracking possibilities, best (easiest) via Google Tag Manager Predefined percentage checkpoints on your page that, when scrolled into view, triggers an event that is sent to Google Analytics. You can further customize this by creating a custom metric, such as “percentage of pageviews that reached X%.” SCROLL TRACKING This page is really long. How do I know if users are seeing this thing that exists way down the page? The element visibility trigger is used to send an event to Google Analytics when whatever you configured is shown to the user. ELEMENT VISIBILITY Google Analytics doesn’t actually use a stopwatch to track your users as they race through the circuit of your website, unless you tell it to. This GA “plugin” is used improve the quality of user behavior time measurements. ENGAGED TIME
  • 17. match data to goals identify the best KPIs for your content
  • 20. Goal Conversions in Google Analytics Destination A “thank you” page after filling out a web form Duration Spent time on the site Pages per session Visited a number of pages Event Performed a specific interaction
  • 21. Static, but evolving. Website homepages, program or initiative landing pages, pages used for wayfinding and general information. Optimization can occur at the page level over time through A/B testing. Homepage Constantly updated with new stories. Published and done (you wouldn’t optimize a news story after publish) Optimization is used for better acquisition, SEO, and encouraging user engagement. News site VS Content type determines optimization Different approaches to improving your content based on type
  • 22. ● Calls to action such as clicking on featured content or scheduling a campus tour ● Time to task completion (useful for navigation analysis—how long did it take to find the right link?) ● Sessions with on-site search Homepage metrics ● Time on story pages (attention minutes) ● Scroll depth ● Engagement with embedded media ● Stories pages per session ● Clicks on share buttons News site metrics VS In a redesign situation... Think about how each kind of site meets different needs
  • 23. measurement plan decide what you are going to measure
  • 24. Turn a School objective into a goal in GA School objective ● Increasing applicants directly referred by alumni Macro conversion (KPIs) ● Applications Micro conversion ● Interest form submits ● Event registrations ● Number of clicks from paid ads
  • 25. Turn a School objective into a goal in GA School objective ● Solicit donors to fund private scholarships Micro conversion ● Email engagement rates (open rate, click rate) ● Number of pageviews to donation page that came from homepage ● Number of users who watched an embedded video on the giving page to at least 75% Macro conversion (KPIs) ● Dollars ● New Donors
  • 26. Turn a School objective into a goal in GA School objective ● Raising brand awareness Macro conversion (KPIs) ● Newsletter subscriptions ● Returning visits to the website Micro conversion ● Social media follower growth percentage ● Shares ● Number of pageviews from campaign-tagged posts or emails ● Pageviews from referral sources ● Sessions from organic search ● Faster page loading speed for desktop and mobile devices
  • 27. tag and track everything you do is a campaign
  • 28. What are link tags? Query strings that go on the end of links to indicate to Google Analytics the point of origin of your website visitors - including source, medium, campaign and content Example: http://hls.harvard.edu/page/?utm_source=newsletter&utm_medium=email &utm_campaign=alumninews&utm_content=fall
  • 29. What is campaign link tracking? Your website is the destination of the call to action across a wide variety of promotional channels. Campaign tracking allows you to evaluate website performance of traffic coming from specific marketing channels All traffic to your website Goal conversions Audience demographics Pages visited Print ad campaign Facebook post Linkedin post
  • 30. Why does link tagging matter? ● Provides powerful insight into your campaign performance and web traffic ● Allows to evaluate performance related to your goals and objectives instead of guessing ● Enables powerful segmentation abilities based on your tagging approach
  • 31. Sample tagging solutions Link Shortener Service (bit.ly, rebrandly, YOURLs, etc.) ● Pros: Easy to use, tags and shortens links at the same time ● Cons: Free versions are limited. Self- hosted solutions require a web developer
  • 32. Sample tagging solutions Shared Google Sheet ● Pros: Free! Extremely customizable, unlimited users ● Cons: Not user friendly (it is after all a spreadsheet), and it can be complicated to setup and maintain
  • 33. Tagging Tips Use consistent case and capitalization: ● FallEventInvite and falleventinvite are different. Use dashes and underscores to make things readable: ● Fall_event_invite is easier to read Start all your campaign names with the same unique characters: ● univ-newsletter ● univ-facebook-post ● univ-fall-event-invite
  • 34. Example: Recruitment Campaign Source: facebook Medium: social Campaign: recruitment Content: linkpost Source: twitter Medium: social Campaign: recruitment Content: contest Source: bannerad Medium: display Campaign: recruitment Content: campus
  • 35. Track anything that happens beyond the pageview Common uses for Event Tracking: 1. Navigation menu usage 2. Off-site, or outbound links 3. Buttons like submit, apply, download, etc. 4. Video embed interactions 5. Scroll depth engagement, etc. 6. Anything you want! Event Tracking 1 2 3 4
  • 37. Show the user journey with your metrics Funnel Awareness Interest Consideration Intent Conversion Metric Ideas facebook impressions, video views, instagram engagements social follower growth, news story engagements visits to key recruitment pages, time on page goal completions inquiry form completions application completion
  • 38. Word of Mouth Room assignment Consider the user journey Consideration Prospect Admit / EnrollAwareness PR Radio/TV/Print Online Ads Email Social Posts Blogs Call from faculty Open House Test scores Financial Aid letter Advice from family Meeting with recruiter Friends are going
  • 39. Consider your report format options ● Insight reports ● Google Analytics dashboards ● Google Data Studio ● Custom report
  • 40. What to consider when approaching a report ● Objectives and Goals Return to these to shape your overall reporting strategy ● Metrics and KPIs Be extremely selective: how do they report back to your objectives and goals? ● Report audience Who are you reporting to? What level of detail would best suit them?
  • 41. change how do you report insights to enact change?
  • 43. ● Menu navigation and category label ● Share buttons ● Trending box (or “next in series” box) ● In-story media players and links ● Editor’s picks ● Up next footer Walkthrough of a Gazette article To illustrate tracking points
  • 45. GOOGLE ANALYTICS TRAINING Harvard OpenScholar Sites August 9, 2019
  • 46. ABOUT US ➔Web analytics consulting firm ➔Tag management & data science services ➔Partner of Google, Tealium, other top technologies ➔Started in Washington DC in 2002 ➔Founders Harvard and Georgia Tech MBAs
  • 47. About Us: Clients ➔ Media ➔ Ecommerce ➔ Hospitality ➔ Business-to-Business ➔ Government ➔ Not-for-Profit ➔ Agencies
  • 48. About Me: Elizabeth Brady ➔ Account Director, Empirical Path ➔ Background: ◆ Previously solo consultant with EWB Analytics LLC ◆ Led ecommerce web analytics at Monster.com ◆ DAA Certified ◆ Working with Harvard since 2011 ➔ Expertise: ◆ Tag Management ◆ Implementation Strategy ◆ Tool migrations ◆ Ecommerce, higher ed
  • 49. Open Scholar Analytics Platform ◆Data Collection ◆OpenScholar Analytics Code ◆OpenScholar Specific Configuration
  • 50. now analytics.js for Universal Analytics and newest gtag.js for non Google Tag Manager sites Introduction: How GA Works
  • 51. Open Scholar Analytics Code ➔ Automatically integrated on site build ➔ GA.JS version (older) code ◆ Won’t work with certain analytics.js features ➔ Automatically tracks certain actions ◆ Outbound Links ◆ Downloads ◆ Clicks to email addresses Ga.js (prior code verision)
  • 52. Google Analytics ‘Page’ Collection ➔ Page defaults to entire URL (except hash, and campaign tags) ➔ Page URL components ➔ Extra query string parameters can be stripped off under ‘Admin’ Settings Source: Tealium Learning Community
  • 53. Interaction Not Collected ➔ Non-Page events beyond the auto-tagged events ➔ Example - newsletter subscription confirmation, below
  • 54. On Site Search for OpenScholar Sites ➔ Custom code rewrites page URL with a ‘search’ query string parameter ➔ Be sure to configure this under View settings
  • 55. ➔ Cookies allow a site to: ◆ Write information to user’s computer & store as name-value pairs ◆ Later retrieve it ➔ Weaknesses ◆ Some users browse anonymously or clear cookies ◆ Can be blocked ◆ Browser-dependent ◆ 2 browsers on the same page are seen as 2 unique visitors ◆ Browsers are reducing cookie lifespan (esp. Safari) Introduction: Cookies OpenScholar sites have these ‘older’ cookies
  • 56. Introduction to GA & Selected Google Analytics Reports ◆Navigation ◆Audience Reports ◆Acquisition Reports ◆Behavior Reports ◆Conversion Reports
  • 57. Navigating GA Dimensions & Metrics Web Analytics Terminology Introduction to GA
  • 58. Introduction: Navigating GA ➜ Visit analytics.google.com ➜ Select your Account, Property and View on Home page ➜ Use Top Nav for quick access to: ◆ Accounts & Views ◆ Notifications ◆ GA Apps (GTM, Optimize, etc.) ◆ Overflow Menu ◆ Personal Accounts ◆ Google Account Settings, Help Access to accounts and views
  • 59. Introduction: Navigating GA ➜ The Left Nav offers quick access to: ◆ Accounts & Views ◆ Customizations ◆ Standard Reports ➜ Search reports is now located in the top combined search box Standard reporting in one place Access to Accounts & Views
  • 60. Account > Property>Views Introduction: Navigating Account Structure Views Account Properties
  • 61. Introduction: Navigating Help ➜ Help is always at right side of the Top Nav ◆ Search box allows you to perform a free- text search on any Help topic ◆ Articles on Support site often link to technical documentation on Developer site ➜ Help articles are also available in the combined top center search box
  • 62. Introduction: Navigating Reports ➜ Left nav allows access to standard Reporting in two ways ◆ GA Search at the top of the page ◆ Helps locate a specific report ◆ Just begin typing in a keyword ◆ Major Report types below in Left Nav ◆ Dashboards ◆ Saved Reports ◆ Alerts ◆ Real-Time ◆ Unsampled Reports (360 customers) ◆ Audience ◆ Acquisition ◆ Behavior ◆ Conversions Click to search reports
  • 63. ➔ A metric is a quantity, ratio, or time that is expressed as a numerical value (black in GA) ◆ E.g., sessions, bounce rate, time per session ➔ A dimension is a way to segment data that is expressed as a label (blue in GA) ◆ E.g., page, country, date Dimension Metrics Values Labels Introduction: Dimensions vs. Metrics
  • 64. ➔ Bounces: The total number of single-page (or single-engagement-hit) sessions ➔ Exits: The number of exits, typically from a given page ➔ Goal Completions: The total number of completions for a Goal (defined by Page, Event, or Time or Pages per Visit) ➔ Pageviews: The total number of views of pages, including duplicate views of one page in one session ➔ Unique Pageviews: The total number sessions that had a view to that page (use this metric with pages instead of session) ➔ Time on Page: How long a visitor spent on a particular page in seconds (Calculated by subtracting the initial view time for a particular page from the initial view time for a subsequent page or hit. Thus, this metric does not apply to exit pages for your property) ➔ Users: Total number of visitors to your property for the requested time period (as defined by cookies or other identifier (formerly Unique Visitors) ➔ Sessions: Total number of sessions (session ends after 30 min of inactivity by default, can be customized in admin console) ➔ Goal Conversion Rate: Rate at which visitors achieve key actions on your site or app Introduction: Select GA Metrics
  • 65. ➔ Age/Gender: Age bracket of visitor (if ‘advertising reporting features’ are set to ‘on’ in admin console) ➔ Category of Product Purchased ➔ Day of Week Name: The name of the day of the week (in English). ➔ Device Category: The type of device: desktop, tablet, or mobile. ➔ Landing Page: The first page in a user's session, or landing page. ➔ Medium: Paid Search, Organic Search, Referrals from other sites ➔ Metro: The Designated Market Area (DMA) from where traffic arrived on your property. ➔ Page: A page on your website specified by path and/or query parameters. Use in conjunction with hostname to get the full URL of the page. ➔ Search Term: Site Search terms used by visitors within your property. ➔ Traffic Source: Assigned to user visiting site e.g. Open Table, Facebook, Google, direct ➔ Visitor Type: A boolean indicating if a visitor is new or returning. Possible values: New Visitor, Returning Visitor Introduction: Select GA Dimensions
  • 67. ➔ Visitor location based on IP lookup including: ◆ Continent and Subcontinent Region ◆ Country and Region (state) ◆ City and Metro (MSA) ➔ Map Overlay drills down to the city level ◆ Also the usual Explorer table data tab ◆ Can plot metrics on and apply Segments to Map Overlay ➔ Also include Language ◆ Based on browser settings Audience Reports: Geo
  • 68. Audience Reports: Technology ➔ Technology used to view site: ◆ Internet Service Provider ◆ Operating System ◆ Browser ◆ Screen ● Resolution ● Colors ◆ Flash Version ◆ Java Support
  • 69. Audience Reports: Mobile ➔ Mobile technology used to view site: ◆ Desktop/Mobile/Tablet share ◆ Within Mobile Devices, slice & dice mobile devices by ● Mobile Device Info ● Mobile Device Branding ● Service Provider ● Mobile Input Selector ● Operating System ● Screen Resolution ◆ Note: Mobile Device = Tablet + Mobile (really Mobile Phone)
  • 70. Audience Reports: Cross Device (if Google Signals Enabled) ➔ Enables reports for device category overlap and device combinations prior to conversions
  • 71. Audience Reports: Users Flow ➔ Illustrates top visit paths and exit points through the site ◆ Line thickness of connection represents volume ◆ Exits are red ◆ Nodes “roll-up” all URLs with same root but different query strings or parameters ◆ Can view by Keywords, Campaigns or other ad dimensions Node Node Connection
  • 72. Acquisition - All Traffic Channel Groupings AdWords Search Console Social Campaigns Campaign Tagging Basics Acquisition Reports
  • 73. ➔ Drill into key channels via dedicated reporting, including: ◆ Referrals ● Visits via links that lack utm or AdWords parameters on other sites that aren’t search engines ◆ Campaigns ● Visits to URLs with utm or AdWords gclid parameters ◆ Keywords ● Visits from paid and organic search engine results ◆ AdWords ● Visits from Google paid search ads (with detailed AdWords metrics & dimensions) ◆ Social ● Visits from links on sites defined by GA as social, whether posted by you or by fans (with detailed Data Hub metrics & dimensions) plus Plugins reports ◆ Search Engine Optimization ● Clicks from Google organic search results (with Search Console metrics & dimensions) Acquisition Reports
  • 74. Acquisition - Channel Groupings ➔ ‘Alt’ channel grouping uses existing _mmc codes to attribute tagged traffic to high level channels ◆ Channels include Display, Paid Search, Display, Organic Search, Affiliates ➔ For custom channel groupings, updates/adjustments are retroactive, unlike for ‘Default Channel Grouping’ Attribution is ‘last non-direct click’
  • 75. ➔ Go beyond reports in AdWords for PPC ◆ Acquisition, Behavior & Conversion by campaign, keyword, and AdWords-specific dimensions ➔ Requires GA-AdWords integration ➔ Access AdWords-specific metrics GA via the “Clicks” tab ➔ Allow reporting by those without AdWords access Acquisition Reports: AdWords (if linked)
  • 76. Acquisition Reports: Search Console (if linked) ➔ Unmask “(not provided)” organic keywords ◆ Which search terms returned your site in organic results ◆ Which landing pages were returned in organic results ➔ Be sure to link to correct search console account (ie, https) Search Console metrics
  • 77. ➔ Understand three kinds of Social Media activity ◆ Sessions, landing pages and conversions from social sites ◆ Users Flow for this audience ◆ Social sharing via Plugins on your site (requires ‘track social’ tags to be implemented) Acquisition Reports: Social
  • 78. ➔ Ensure proper utm tagging so Campaign reports can: ◆ Detail the campaigns, mediums, sources, and more granular categories… ◆ …that drove visits, conversions and engagement Acquisition Reports: Campaigns Mediums Campaigns (=cross-channel initiatives)
  • 79. ➔ Get greater detail on traffic sources you control ◆ Must link to URLs tagged with utm (or AdWords gclid) tracking parameters on landing pages ➔ utm parameters are: ◆ Medium ◆ Source ◆ Campaign ◆ Content ◆ Term ➔ Example landing page and parameters: ◆ https://ngl.cengage.com/assets/html/eSamples/ ?utm_medium=email &utm_source=lead-list &utm_campaign=summer-sample Acquisition Reports: Campaign Tagging Basics
  • 80. Site Content, Content Grouping Site Search Events Behavior Reports
  • 81. ➔ What visitors do while on your site ◆ Which pages do they view most (All Pages) ◆ What groupings of pages do they view by URL path (Content Drilldown) ◆ Where do they start (Landing Pages) ◆ At what point do they leave (Exit Pages) Behavior Reports: Site Content What are users doing on the site?
  • 82. ➔ Overview of the popularity of individual pages on the site ◆ Pageviews and Entrances ◆ Average time viewed ◆ Bounce and Exit Rates ◆ Page Value (Defined with Goal Value or Ecommerce Revenue) ➔ By URL, Page Title or Content Grouping ➔ Tab for Navigation Summary Behavior Reports: All Pages
  • 83. Content Grouping: Content Groups ➔ Roll up date by key site sections - if enabled in the back-end ➔ Compare metrics across general page groups ➔ Rules can be created - grouping pages together into a ‘Content Group’
  • 84. ➔ Shows how visitors navigate to and away from any Page ◆ URL only, not Page Title ◆ Can be viewed by Content Groups ◆ Accepts Segments ◆ No visualization ➔ Use Behavior Flow or Users Flow for visualization Behavior Reports: Navigation Summary
  • 85. Behavior Reports: Landing Pages ➔ Session metrics -- as opposed to Page metrics -- for every site entry point ◆ Acquisition ◆ Behavior ◆ Conversion (for all Goals or each one)
  • 86. Behavior Reports: Site Search ➔ Details audience usage of key site navigation feature ◆ Percent of visits using + useful metrics on search effectiveness & impact ◆ Specific terms searched and categories ● Help surface how users describe what they seek ◆ Pages where searches initiated ➔ Site Search requires setup configuration to enable reporting Specific metrics on search effectiveness Specific metrics on search effectiveness Specific metrics on post-search impact
  • 87. Behavior Reports: Events ➔ Track user activity on pages separately from pageviews ◆ Outbound links to other domains ◆ Social Shares ◆ Slideshow advances ◆ File downloads ◆ Interaction with multimedia/video ◆ Clicks to CTA buttons ◆ Load times for data ➔ Correct Bounce Rate by defining visits with these user activities as not Bounces (if interactive events) Auto-tracked events include downloads, email clicks and outbound links
  • 88. Behavior Reports: Event Reports ➔ Core events reports in Standard Reporting > Behavior section ◆ Top Events lets you drill down from Categories ◆ Overview rolls up all Categories, Events, and Actions ➔ Metrics on total & unique events ◆ And any optional value tracked ➔ Standard Metric Groups also available for session with each event/event type: ◆ Site Usage: Visits, Avg. Duration, % New Visits ◆ Ecommerce: Revenue, Transactions, Avg. Order Value
  • 89. Behavior Reports: Behavior Flow Reports ➔ Explore user ‘pathing’ through the site ◆ By ‘grouped’ pages ◆ By content group ◆ By events ➔ Also apply any session/user dimension for further segmentation ➔ Caution! Reports get complicated quickly!
  • 91. Conversion Reports ➔ Completion of an activity that is important to the success of your business ➔ Conversions are steps that visitors take such as: ◆ Make a purchase (or intent to purchase ◆ Register ◆ Sign up for Newsletter ◆ Otherwise engage with the site ➔ Using OpenScholar Data ◆ View a specific page ◆ View a type of page ◆ Trigger a specific event ◆ Trigger a type of event
  • 92. Conversion Reports: Goal Overview ➔ Goal Completions, Value and Rates ◆ Overall ◆ Per Goal ◆ By Day via sparkline ➔ Summary Reports on Goals ◆ Completion Locations (pages) ◆ Source|Medium combinations of Last Interaction Visits
  • 93. Conversion Reports: Goal URLs ➔ Displays Goals Completed by page, and value for goal conversion (seen in same session) ◆ Whether defined by: ● Destination URL ● Duration ● Pages per Visit ● Event
  • 94. Conversion Reports: Reverse Goal Path ➔ Shows the steps taken by visitors prior to completing Goal ◆ Steps can include Entrances ◆ Includes Goals whether defined by: ● Destination URL ● Duration ● Pages per Visit ● Event
  • 95. Conversion Reports: Funnel Visualization ➔ Visualizes progress along a predefined path to a Goal Completion Page ◆ Completion Rates ● Overall ● Step-to-step ◆ Plus all entrances and exits along the way ● Expected and unexpected entry points into the Funnel ● Pages next viewed by those who abandon the process Visits that bailed out Step Completion Rate Entry points to Funnel
  • 96. Conversion Reports: Goal Flow ➔ Next generation of Funnel Visualization ➔ Same controls as Visitor and Behavior Flows ◆ Can apply Segments ◆ Shows Traffic Sources, Technology, other Dimensions at left ◆ Size of Nodes and Paths represent number of visits ◆ Click and hover over Nodes and Paths for more detail
  • 97. Goal Creation Can track goal by URL, Visit Duration, Pages/Visit or Event ➔ Accessible via Admin in Top-Nav ➔ 20 per View ➔ Goals can be: ◆ Destination ◆ Duration ◆ Pages/Screens per Session ◆ Event ➔ Optional Goal Value can be helpful for ‘page value’ reports
  • 98. Defaults to Equals to, but others useful Goal URL Destination Names appear in 2 reports ➔ URL Destination is most common Goal Type ◆ Confirmation or “thank-you” pages ➔ Match type critical ◆ Regular expressions come in handy to count multiple variations of a page ➔ Goal Funnel defines 2 reports: ◆ Funnel Visualization ◆ Goal Flow ● Required Steps affect Funnel but not Goal Completion count
  • 99. Match Type again critical as values come from site code Goal Event ➔ Event Goals capture actions that don’t generate a Pageview ◆ Exit link clicks ◆ Mailto clicks ◆ Downloads ◆ Form submissions with no unique thank-you URL ➔ Lack Goal Funnel option ◆ Can use Virtual Pageview instead of Goal if needed ➔ Can pull Goal Value from Event Value in code ➔ Good reason to name Events carefully
  • 100. Custom Analysis ◆Creating Custom Reports ◆Segmentation -
  • 101. Custom Reporting - How to Create Adding Metrics Adding Tabs & Filters Saving to Views Best Practices
  • 102. ➔ Create the exact report that you need ◆ Pick the dimensions (or custom): ways of describing visits, visitors, pages, products, and events ● E.g., Visitor Type (whether new visitor or returning visitor), Source (the name of a referring website/search engine ), Page Title (the HTML title of a page on your site), and Product SKU (the SKU code for a product purchased on your site) ◆ Pick the metrics (or custom): numeric measurements E.g., Visits, Pageviews, and Bounce Rate ◆ Decide how they should be displayed - Drill-down vs. flat table Custom Reporting
  • 103. Custom Reporting: Adding Metrics & Dimensions Step 1: name 2: tab name 3: metrics 4: dimensions
  • 104. Custom Reporting: Adding Tabs & Filters 5: new tab(s) 6: filter dimensions, match type, and value
  • 105. Custom Reporting: Saving to Views 7: add to Views 8: save
  • 106. ➔ Name reports, tabs and metric groups very clearly, so a future analyst will understand ➔ Use Categories of Custom Reports to organize them ➔ Add key Custom Reports to Shortcuts and Dashboards for quick access ➔ Add Custom Reports to Views sparingly ➔ Share with colleagues so everyone is on the same page ➔ Place the metric by which you want to sort in the first column ➔ Avoid replicating combinations of metrics and dimensions found in Standard Reports Custom Reporting: Best Practices Custom reports are stored at the user (login) level, will only be seen by those who have ‘saved’ the report
  • 108. ➔ Segments let you specify which Visits or Users to include or exclude ◆ Based only on Demos, Tech, Behavior, Cohorts, or Traffic Sources ◆ Using extensive match types Basic Segments
  • 109. ➔ Advanced Custom Segments let you specify exactly which Visits or Users to include or exclude ◆ Based on any Metrics and Dimensions ◆ Include or Exclude options and “AND” and/or “OR” logic ◆ Based on custom sequences of Dimensions & Metrics ◆ ‘Sequence’ Segments are also possible Advanced Custom Segments
  • 110. 3: Include or Exclude 4: metrics or dimensions 2: Name & scope Step 1: Create in any Report or Admin > Personal Tools & Assets Defining Custom Segments
  • 111. 7: Boolean Step 5: match type 6: match term 8: additional Filters Defining Custom Segments
  • 112. Step 9: test in Reports 10: save to View(s) Defining Custom Segments
  • 113. THANK YOU Questions Now? Questions Later ‣ elizabeth.brady@empiricalpath.com ‣ @EmpiricalPath ‣ Facebook.com/EmpiricalPath