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Advanced Analytics for Content
Marketers
Tips and Ideas To Manage Content Better With Measurement
Pierre DeBois
Founder and Chief Analytics Officer, Zimana
@ZimanaAnalytics
@zimanaanalytics • #CMWorld
AGENDA
① Social Media Analytics – Monitoring Activity
② Google Analytics – Reporting Ideas to Discover Content
Usefulness
③ Advanced Tools – Overview of Purpose
• Advanced Dashboards (Supermetrics)
• R programming (Stats / Regression)
@zimanaanalytics • #CMWorld
1 Social Media Analytics
@zimanaanalytics • #CMWorld
There are analytics dashboards for every platform
Use These to note activity on the platform
What to Look For
@TwitterHandle • #CMWorld
Example: Twitter Analytics &
Hootsuite
@zimanaanalytics • #CMWorld
Example: Twitter Analytics
@zimanaanalytics • #CMWorld
Increases in followers (if starting out)
Posts , Pins, or Tweets That Received Impressions
(establishing usage)
Gauge Personas to Know How to Best Adjust Messages
Basics That Your Social Media Should Give You
@TwitterHandle • #CMWorld
2 Google Analytics
@zimanaanalytics • #CMWorld
See how traffic sources contribute to your
main platform.
Note what visitors are examining regularly for
additional content ideas
What to Look For
@zimanaanalytics • #CMWorld
Connect Search Console / AdWords (optional)
UserID – segment audience by cross device or registration
(developer)
Ecommerce (optional: retail)
Alerts / Goals
Some Assembly Require (What To Note)
@zimanaanalytics • #CMWorld
Set Goals
① Helps to Compare If A
Change in A Dimensions
Is Worthwhile
② Can be set by:
• Pages reached
• Time in Session
• Economic
@zimanaanalytics • #CMWorld
Set Alerts
① Navigate to account
admin
② Set a traffic alert
③ Start with a
percentage increase
rather than set amount
for scale
@zimanaanalytics • #CMWorld
Annotate Events On Key Reports
• Annotate Important Events ( or Keep a log )
• Traffic changes associated with offline marketing
events may be easier to highlight
@zimanaanalytics • #CMWorld
Look At Content
① Navigate to Site
Content
② Look at Average Time
③ Page Value (goals)
@zimanaanalytics • #CMWorld
Evergreen Content
① Examine Content & Landing Pages
② Use 30 – 60 – 90 days or Events Annotated to the
timeline
③ Note content that seems to rank consistently – can it
be promoted or extend?
@zimanaanalytics • #CMWorld
Evergreen Products
@zimanaanalytics • #CMWorld
Affinity Reports
① Consider Topics That
Appear - Are They Inline
With Site Purpose?
② Examine at 30 – 60 – 90
Days & Annotation
@zimanaanalytics • #CMWorld
Site Search
① Navigate to Site Content
② Reveals What Topics People Are Searching For
③ Can use 30-60-90 days / annotation to note different
patterns
④ Can Note Where People Are Dropping Off After A
Search
@zimanaanalytics • #CMWorld
Site Search
@zimanaanalytics • #CMWorld
Behavior & User Flow
• Are Visitors Navigating
to Other Content
Regularly?
• Drop Offs may be a
good point for popup
reminder message
• More typical for
products
@zimanaanalytics • #CMWorld
UserID
• Cross device or registered users
• Default for cross devics
• ga('set', 'userId', {{USER_ID}}); //
Set the user ID using signed-in
user_id.
• Creates a filtered view
• Developer sets code for specific
needs (registration)
@zimanaanalytics • #CMWorld
Social Media Reports
Can help to rank
where your activity
is leading to
conversions
@zimanaanalytics • #CMWorld
Most Analytics tools are
meant to provide trends.
Use What You Know About
Your Entire Marketing
Schedule to Identify
Patterns.
Think trends
@zimanaanalytics • #CMWorld
3 Advanced Tools
@zimanaanalytics • #CMWorld
Supermetrics Data Grabber
① Import from GA,
AdWords, Facebook,
BingAds, Twitter,
YouTube
② Allows viewing &
graphing Dimensions
and Metrics in other
combination
@zimanaanalytics • #CMWorld
Data Entry for Basic Validation. Data validation ensures that the
entered data conform to user-specified requirements (e.g., must be
integer between 0-5), and can reduce data entry errors. Basic
Calculations (e.g., descriptive statistics, basic sort, filter, pivot
table).
Viewing/Scrolling Data at a Glance. Excel can be handy for a quick
visual overview of your data or planning for advanced models.
Data Presentation and Summarization in a simple table or graph
What to Look For With Excel
@zimanaanalytics • #CMWorld
Other Dashboards
① Neo4j
② Tableau
③ DataHero
④ Google Data Studio
@zimanaanalytics • #CMWorld
4 R programming
@zimanaanalytics • #CMWorld
Why R?
① Applies statistical
analysts
② Can blend datasets for
regression, time series
③ Results are shareable
④ Libraries for
integration
@zimanaanalytics • #CMWorld
Example
@zimanaanalytics • #CMWorld
R Studio / GUI
① Download
rtsudio.com/produc
ts/rstudio/download
② Other GUI – Visitor
Studio, Eclipse,
Rattle
@zimanaanalytics • #CMWorld
TwitteR -
RGA – Google Analytics
Most libraries designed to import data or for provided
statistical model
Libraries for R
@zimanaanalytics • #CMWorld
Many of the advanced
analytics tools are oriented
towards developer
languages (You’ll discover a
LOT of Python and R
solutions). To get the most
from the tool, focus more on
conditions in which data is
generated and how
information is represented as
data. There are an endless
number of resources for
importing from a database.
Don’t get too bogged down
@zimanaanalytics • #CMWorld
CRAN http://cran.r-project.org/.
MRAN (Microsoft’s version on
CRAN): https://mran.microsoft.com/packages/.
GitHub via install-github function from the devtools package,
devtools::install_github("githubaccountname/packagename").
First install the devtools install.packages("devtools")
Where To Review and Obtain R Packages
@zimanaanalytics • #CMWorld
Use Social Media Analytics For
Monitoring Engagement
@zimanaanalytics • #CMWorld
Use Google Analytics To
Review Content Over Time
@zimanaanalytics • #CMWorld
Use Advanced Dashboards For
More Granular Analysis
@zimanaanalytics • #CMWorld
Use R For Discovering
Relationship Among Sources
@zimanaanalytics • #CMWorld
Thank You
pdebois @ zimana.com
zimana.com
@zimanaanalytics • #CMWorld

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2017 Content Marketing Institute Presentation

  • 1. Advanced Analytics for Content Marketers Tips and Ideas To Manage Content Better With Measurement Pierre DeBois Founder and Chief Analytics Officer, Zimana @ZimanaAnalytics @zimanaanalytics • #CMWorld
  • 2. AGENDA ① Social Media Analytics – Monitoring Activity ② Google Analytics – Reporting Ideas to Discover Content Usefulness ③ Advanced Tools – Overview of Purpose • Advanced Dashboards (Supermetrics) • R programming (Stats / Regression) @zimanaanalytics • #CMWorld
  • 3. 1 Social Media Analytics @zimanaanalytics • #CMWorld
  • 4. There are analytics dashboards for every platform Use These to note activity on the platform What to Look For @TwitterHandle • #CMWorld
  • 5. Example: Twitter Analytics & Hootsuite @zimanaanalytics • #CMWorld
  • 7. Increases in followers (if starting out) Posts , Pins, or Tweets That Received Impressions (establishing usage) Gauge Personas to Know How to Best Adjust Messages Basics That Your Social Media Should Give You @TwitterHandle • #CMWorld
  • 9. See how traffic sources contribute to your main platform. Note what visitors are examining regularly for additional content ideas What to Look For @zimanaanalytics • #CMWorld
  • 10. Connect Search Console / AdWords (optional) UserID – segment audience by cross device or registration (developer) Ecommerce (optional: retail) Alerts / Goals Some Assembly Require (What To Note) @zimanaanalytics • #CMWorld
  • 11. Set Goals ① Helps to Compare If A Change in A Dimensions Is Worthwhile ② Can be set by: • Pages reached • Time in Session • Economic @zimanaanalytics • #CMWorld
  • 12. Set Alerts ① Navigate to account admin ② Set a traffic alert ③ Start with a percentage increase rather than set amount for scale @zimanaanalytics • #CMWorld
  • 13. Annotate Events On Key Reports • Annotate Important Events ( or Keep a log ) • Traffic changes associated with offline marketing events may be easier to highlight @zimanaanalytics • #CMWorld
  • 14. Look At Content ① Navigate to Site Content ② Look at Average Time ③ Page Value (goals) @zimanaanalytics • #CMWorld
  • 15. Evergreen Content ① Examine Content & Landing Pages ② Use 30 – 60 – 90 days or Events Annotated to the timeline ③ Note content that seems to rank consistently – can it be promoted or extend? @zimanaanalytics • #CMWorld
  • 17. Affinity Reports ① Consider Topics That Appear - Are They Inline With Site Purpose? ② Examine at 30 – 60 – 90 Days & Annotation @zimanaanalytics • #CMWorld
  • 18. Site Search ① Navigate to Site Content ② Reveals What Topics People Are Searching For ③ Can use 30-60-90 days / annotation to note different patterns ④ Can Note Where People Are Dropping Off After A Search @zimanaanalytics • #CMWorld
  • 20. Behavior & User Flow • Are Visitors Navigating to Other Content Regularly? • Drop Offs may be a good point for popup reminder message • More typical for products @zimanaanalytics • #CMWorld
  • 21. UserID • Cross device or registered users • Default for cross devics • ga('set', 'userId', {{USER_ID}}); // Set the user ID using signed-in user_id. • Creates a filtered view • Developer sets code for specific needs (registration) @zimanaanalytics • #CMWorld
  • 22. Social Media Reports Can help to rank where your activity is leading to conversions @zimanaanalytics • #CMWorld
  • 23. Most Analytics tools are meant to provide trends. Use What You Know About Your Entire Marketing Schedule to Identify Patterns. Think trends @zimanaanalytics • #CMWorld
  • 25. Supermetrics Data Grabber ① Import from GA, AdWords, Facebook, BingAds, Twitter, YouTube ② Allows viewing & graphing Dimensions and Metrics in other combination @zimanaanalytics • #CMWorld
  • 26. Data Entry for Basic Validation. Data validation ensures that the entered data conform to user-specified requirements (e.g., must be integer between 0-5), and can reduce data entry errors. Basic Calculations (e.g., descriptive statistics, basic sort, filter, pivot table). Viewing/Scrolling Data at a Glance. Excel can be handy for a quick visual overview of your data or planning for advanced models. Data Presentation and Summarization in a simple table or graph What to Look For With Excel @zimanaanalytics • #CMWorld
  • 27. Other Dashboards ① Neo4j ② Tableau ③ DataHero ④ Google Data Studio @zimanaanalytics • #CMWorld
  • 29. Why R? ① Applies statistical analysts ② Can blend datasets for regression, time series ③ Results are shareable ④ Libraries for integration @zimanaanalytics • #CMWorld
  • 31. R Studio / GUI ① Download rtsudio.com/produc ts/rstudio/download ② Other GUI – Visitor Studio, Eclipse, Rattle @zimanaanalytics • #CMWorld
  • 32. TwitteR - RGA – Google Analytics Most libraries designed to import data or for provided statistical model Libraries for R @zimanaanalytics • #CMWorld
  • 33. Many of the advanced analytics tools are oriented towards developer languages (You’ll discover a LOT of Python and R solutions). To get the most from the tool, focus more on conditions in which data is generated and how information is represented as data. There are an endless number of resources for importing from a database. Don’t get too bogged down @zimanaanalytics • #CMWorld
  • 34. CRAN http://cran.r-project.org/. MRAN (Microsoft’s version on CRAN): https://mran.microsoft.com/packages/. GitHub via install-github function from the devtools package, devtools::install_github("githubaccountname/packagename"). First install the devtools install.packages("devtools") Where To Review and Obtain R Packages @zimanaanalytics • #CMWorld
  • 35. Use Social Media Analytics For Monitoring Engagement @zimanaanalytics • #CMWorld
  • 36. Use Google Analytics To Review Content Over Time @zimanaanalytics • #CMWorld
  • 37. Use Advanced Dashboards For More Granular Analysis @zimanaanalytics • #CMWorld
  • 38. Use R For Discovering Relationship Among Sources @zimanaanalytics • #CMWorld
  • 39. Thank You pdebois @ zimana.com zimana.com @zimanaanalytics • #CMWorld