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Improved Speed + Accuracy for Research 
with Datasift Demographics 
Tim Barker 
Chief Product Officer 
DataSift 
Paul Hallet 
CEO & Co-founder 
Demographics Pro
Surveying Public Opinion Can 
Be a Headache 
With traditional research methods 
• It takes weeks 
• It’s costly 
• Wisdom gained can only be applied to areas of your 
business worth the large investment of resources
But It Doesn’t Have to Be This Painful!
At Any Given Moment on Twitter… 
Conversations about… 
• Brands 
• Products 
• Events 
• Celebrities 
• Current Events 
• Basically anything
Over 1,200 Posts About 
Pumpkin Spice Latte Yesterday
A Single Tweet Contains 120 Items of Data
Largest Record of Human Opinion on the Planet 
1 Billion Tweets Every 2 Days
Market Research with Twitter Demographics as...
A New Way to Think About Research 
• Extract targeted Twitter data for analysis 
• Rich Twitter demographics 
• Create a balanced audience with 
a research panel
Eliminate Research Participant Bias 
Building research panels with Twitter Demographics 
allows companies to: 
• Research panels enable companies to target their 
research to key demographics 
• Remove population bias 
• Benchmark their opinion vs general population
But There are Challenges in Identifying 
Demographics within Twitter Data...
Challenge 1: Extracting Data from Text 
Reply 
Favorite 
. 
. 
. 
TEXT 
TEXT 
TEXT 
TEXT 
TEXT 
TEXT 
TEXT 
TEXT 
TEXT 
TEXT 
TEXT 
TEXT 
Interaction 
interaction_id interaction_type 
created_at 
author_username 
author_language 
source 
interaction_link 
klout_score 
gender 
geo_latitude 
content 
language 
interaction_id 
interaction_type 
created_at 
mention 
TEXT 
TEXT 
TEXT 
TEXT NOT NULL 
Mentions 
interaction_id 
interaction_type 
created_at 
author_username 
url 
title 
domain 
normalized_url 
TEXT 
TEXT 
TEXT 
TEXT 
TEXT NOT NULL 
TEXT 
TEXT 
TEXT 
Links 
interaction_id 
interaction_type 
created_at 
hashtag 
TEXT 
TEXT 
TEXT 
TEXT NOT NULL 
Hashtags 
interaction_id 
interaction_type 
created_at 
hashtag 
TEXT 
TEXT 
TEXT 
TEXT NOT NULL 
Hashtags
Challenge 2: Extracting Additional Demographic 
Insights from Your Twitter Audience 
User Bio 
#Followers 
Missing Audience Insights 
Location 
Gender 
Age range 
Profession 
Interests
Twitter Data is a Form of Human Data, 
and Datasift is the Human Data Platform 
that Has Resolved These Challenges.
Platform 
DataSift is the Human Data Platform 
• We partner with the world’s social networks 
to enrich and mine data for analysis 
• We process more than 2 billions data items per day 
• We provide a platform for companies that want to go 
beyond basic use-cases for social
By Using the Datasift Platform, Businesses Are Able 
to Turn Human Data into Meaning 
USE 
UNLOCK 
UNIFY 
BRAND HEALTH • MARKET OPTIMIZATION • CUSTOMER EXPERIENCE • REVENUE GENERATION 
OPERATIONAL IMPROVEMENTS • INNOVATION 
ANALYTICS • APPLICATIONS • PROCESSES 
ENRICH • MINE • CLASSIFY 
INTEGRATE • REAL-TIME • NORMALIZED
Compared to Traditional Research Methods, 
Market Research with Datasift and Demographic 
Twitter Data is Vastly More Economic.
Gives You the Real Time, 
Vast Opinion of the Market….
Removes Bias Due to Traditional 
Research by Self Selection…
Gives Much Faster Results. Instead of Weeks, 
You Get Results in Hours….
Let’s You Collect Multiple Data Points over Time….
Therefore, It Helps to Shape and Define 
the Questions that You Can Ask….
Practical Applications 
Build segments for your social audience 
Measure how your messaging resonates for each social segment 
Identify similarities and trends and optimize your campaigns for each 
social group 
1 
2 
3
DataSift Customer Case Study 
Why LuluLemon was able to maintain its market position, while 
other brands have difficulty challenging them 
• Survey data confirmed what retailers thought. 
• Profiles for Lulu + competitors were 
similar (women, 23-34) 
• The brands also believed this to be their 
core demographic
Age Breakdown for LuluLemon vs Competitors 
• LuluLemon was the only brand 
to show significant traction in 
the 19 and under crowd 
• More than 100% more than 
next nearest
Conclusion 
• This demographic (women, 19 and under) was raising the 
overall profile of the brand 
• As younger women transition into the work force and 
become buyers, LuluLemon already has the mindshare lead 
• Any brand that wants to challenge LuluLemon will have to 
appeal to this audience as well
DataSift Demographics 
• Analyze and segment social 
conversations based on detailed 
audience demographics 
• Go beyond conversation analysis to 
understand if you’re hitting your target 
market socially 
• Up-to 23 demographic details based 
on statistical analysis of public tweets 
• Respects user-privacy removes 
identifying details of user and 
tweet removed
What's Included? 
The Demographics Pro Methodology
What's Inside Demographics Pro Data
Demographics Pro Profiling Methodology
Datasift with Demographics Twitter Data 
from Demographics Pro Summary 
• Create new products and value from demographic and 
audience insights 
• Go from measuring # mentions to market research 
• Privacy-safe approach
Get started with DataSift: www.datasift.com/get-started 
Free Demographics Consultation: hello@datasift.com

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Improved Speed + Accuracy for Research with Datasift Demographics

  • 1. Improved Speed + Accuracy for Research with Datasift Demographics Tim Barker Chief Product Officer DataSift Paul Hallet CEO & Co-founder Demographics Pro
  • 2. Surveying Public Opinion Can Be a Headache With traditional research methods • It takes weeks • It’s costly • Wisdom gained can only be applied to areas of your business worth the large investment of resources
  • 3. But It Doesn’t Have to Be This Painful!
  • 4. At Any Given Moment on Twitter… Conversations about… • Brands • Products • Events • Celebrities • Current Events • Basically anything
  • 5. Over 1,200 Posts About Pumpkin Spice Latte Yesterday
  • 6.
  • 7. A Single Tweet Contains 120 Items of Data
  • 8. Largest Record of Human Opinion on the Planet 1 Billion Tweets Every 2 Days
  • 9. Market Research with Twitter Demographics as...
  • 10. A New Way to Think About Research • Extract targeted Twitter data for analysis • Rich Twitter demographics • Create a balanced audience with a research panel
  • 11. Eliminate Research Participant Bias Building research panels with Twitter Demographics allows companies to: • Research panels enable companies to target their research to key demographics • Remove population bias • Benchmark their opinion vs general population
  • 12. But There are Challenges in Identifying Demographics within Twitter Data...
  • 13. Challenge 1: Extracting Data from Text Reply Favorite . . . TEXT TEXT TEXT TEXT TEXT TEXT TEXT TEXT TEXT TEXT TEXT TEXT Interaction interaction_id interaction_type created_at author_username author_language source interaction_link klout_score gender geo_latitude content language interaction_id interaction_type created_at mention TEXT TEXT TEXT TEXT NOT NULL Mentions interaction_id interaction_type created_at author_username url title domain normalized_url TEXT TEXT TEXT TEXT TEXT NOT NULL TEXT TEXT TEXT Links interaction_id interaction_type created_at hashtag TEXT TEXT TEXT TEXT NOT NULL Hashtags interaction_id interaction_type created_at hashtag TEXT TEXT TEXT TEXT NOT NULL Hashtags
  • 14. Challenge 2: Extracting Additional Demographic Insights from Your Twitter Audience User Bio #Followers Missing Audience Insights Location Gender Age range Profession Interests
  • 15. Twitter Data is a Form of Human Data, and Datasift is the Human Data Platform that Has Resolved These Challenges.
  • 16. Platform DataSift is the Human Data Platform • We partner with the world’s social networks to enrich and mine data for analysis • We process more than 2 billions data items per day • We provide a platform for companies that want to go beyond basic use-cases for social
  • 17. By Using the Datasift Platform, Businesses Are Able to Turn Human Data into Meaning USE UNLOCK UNIFY BRAND HEALTH • MARKET OPTIMIZATION • CUSTOMER EXPERIENCE • REVENUE GENERATION OPERATIONAL IMPROVEMENTS • INNOVATION ANALYTICS • APPLICATIONS • PROCESSES ENRICH • MINE • CLASSIFY INTEGRATE • REAL-TIME • NORMALIZED
  • 18. Compared to Traditional Research Methods, Market Research with Datasift and Demographic Twitter Data is Vastly More Economic.
  • 19. Gives You the Real Time, Vast Opinion of the Market….
  • 20. Removes Bias Due to Traditional Research by Self Selection…
  • 21. Gives Much Faster Results. Instead of Weeks, You Get Results in Hours….
  • 22. Let’s You Collect Multiple Data Points over Time….
  • 23. Therefore, It Helps to Shape and Define the Questions that You Can Ask….
  • 24. Practical Applications Build segments for your social audience Measure how your messaging resonates for each social segment Identify similarities and trends and optimize your campaigns for each social group 1 2 3
  • 25. DataSift Customer Case Study Why LuluLemon was able to maintain its market position, while other brands have difficulty challenging them • Survey data confirmed what retailers thought. • Profiles for Lulu + competitors were similar (women, 23-34) • The brands also believed this to be their core demographic
  • 26. Age Breakdown for LuluLemon vs Competitors • LuluLemon was the only brand to show significant traction in the 19 and under crowd • More than 100% more than next nearest
  • 27. Conclusion • This demographic (women, 19 and under) was raising the overall profile of the brand • As younger women transition into the work force and become buyers, LuluLemon already has the mindshare lead • Any brand that wants to challenge LuluLemon will have to appeal to this audience as well
  • 28. DataSift Demographics • Analyze and segment social conversations based on detailed audience demographics • Go beyond conversation analysis to understand if you’re hitting your target market socially • Up-to 23 demographic details based on statistical analysis of public tweets • Respects user-privacy removes identifying details of user and tweet removed
  • 29. What's Included? The Demographics Pro Methodology
  • 32. Datasift with Demographics Twitter Data from Demographics Pro Summary • Create new products and value from demographic and audience insights • Go from measuring # mentions to market research • Privacy-safe approach
  • 33. Get started with DataSift: www.datasift.com/get-started Free Demographics Consultation: hello@datasift.com