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Take the Pulse of “the Next Billion”
                                       Nathan Eagle
                                                  CEO, Jana, Inc.
                   Adjunct Assistant Professor, Harvard University
Mobile Operator Data: CDR



 •  CDR Column Elements
    –  Caller (Texter) / Receiver
        •  Hashed ID!
    –  Time / Duration
    –  Cellular Towers
 •  Typical Data
    –  1 Month – 5 Years
    –  5% – 100% of the population




                                     2
Reactions to Regional Shocks

      •  Spatial Dynamic Bayesian Anomaly Detection
              –  Quantify tower-level behavioral priors




N. Eagle and E. Horvitz. (2009).‘Spatial Dynamic Bayesian Anomaly Detection for Real-Time Disease Detection’, AAAI.
Mobility & Malaria




Science – In press, Caroline Buckee, Amy Wesolowski, Nathan Eagle, Bob Snow
Network Diversity & Economic Opportunity




                    R2=.78




N. Eagle, M. Macy, R. Claxton. (2010). ‘Network Diversity and Economic Development’, Science, 328(5981), pp. 1029-1031.
Bottom-Up Data Collection
SMS Blood Bank


 •  Real-time monitoring of blood supplies at local district
    hospitals in Eastern Kenya
Jana Enables Global Organizations
   to Engage Directly with 2.1 Billion People
in 101 Countries Through the Mobile Phone
Our Global Network
Connect and engage with 2.1 billion people in 95 emerging markets across Asia, Africa,
and Latin America.                                                                                         Armenia,
                                                                                                           Kazakhstan,
                                                                                                           Moldova, Poland,
                                                                                                           Romania, Russia,
                                                                                                           Turkey




El Salvador, Guatemala,
              Honduras,
     Mexico, Nicaragua,                                                                             Afghanistan, Bangladesh,
               Panama                                                                               Cambodia, China, Fiji,
                                                                                                    India, Indonesia, Laos,
                                                                                                    Malaysia, Nepal, Pakistan,
                                                                                                    Papua New Guinea,
                                                                                                    Philippines, Samoa,
                                                                                                    Solomon Islands, Sri
Anguilla, Antigua and Barbadua, Aruba,                                                              Lanka, Tonga, Vanuatu,
      Barbados, Bermuda, British Virgin                                                             Vietnam
        Islands, Cayman Islands, Cuba,
         Dominica, Dominican Republic,
 Grenada, Guadeloupe, Haiti, Jamaica,
   Martinique, Montserrat, Netherlands
 Antilles, Puerto Rico, St. Kitts & Nevis,                        Benin, Burundi, Cameroon,
    St. Lucia, St. Vincent & Grenadine,                           Central African Republic,
     Trinidad & Tobago, Turks & Caicos                            Congo, Ghana, Egypt, Iraq,
                                                                  Ivory Coast, Jordan, Kenya,
                                                                  Liberia, Madagascar, Mali,
                                                                  Morocco, Mozambique, Niger,
                                                                  Nigeria, Senegal, South Africa,
                  Bolivia, Brazil, Chile,
                                                                  Sudan, Tunisia, Uganda
                   Colombia, Ecuador,
              Guyana, Peru, Suriname,
                  Uruguay, Venezuela



                                                                                                                                 9
Our Global Network
By integrating into the systems of 232 mobile operators, Jana can reward 2.1 billion
consumers across the world.




                                                                                       10
Jana Research


                                                                                  Jana Research
                                                                                  Take the pulse of the “next billion”
                                                                                  consumers in 95 markets across Asia,
                                                                                  Africa, and Latin America.


     Panel Recruitment                   Targeted Surveys                    Global Data Collection                   Omnibus

Reach sample populations            Continuous profiling efforts           Jana can quickly and             Quick, cost effective, global
that are demographically            gives access to a wide range           efficiently program, translate   consumer insights.
representative of markets           of audiences – from general            and host multi-country
with Jana’s global panels.          consumers to hard-to-find              surveys and rapidly gather       •  Nationally representative
                                    or low-incidence groups.               relevant data.                      sample of 1,000 respondents
•  Mobile technology allows
   for inclusion of hard to reach   Detailed profiling in areas such as:   •  Multi-country data            •  Balanced to age, gender
   socio-economic levels                                                      collection capabilities          and geography
                                    •  Demographics: Age, gender
•  Top quality panel recruitment       and location, and can be            •  Multi-mode data collection    •  Weekly survey deployments
   with a strict double                targeted on income, ethnicity,         – mobile and online
   opt-in requirement                  household size, marital status                                       •  Available in 5 markets
                                       and education                       •  Translation capabilities         and expanding rapidly:
•  Panel management                                                           in 70+ languages                 Brazil, India, Nigeria,
   and survey practices             •  Behavior: Consumer behavior
   to reduce panelist fatigue          pertaining to categories,           •  Expertise of dedicated           Philippines, Pakistan
                                       consumption and usage                  project manager
•  Strict panelist privacy
   and client confidentiality       •  Technographics: Handset             •  End-to-end project
   practices                           make, operating system,                management expertise
                                       smart vs. feature phone,
                                       mobile Internet capable
                                       and camera phone


                                                                                                                                             11
Question: What Would You Do with $15?

                            “Buy a domain name
                                 for my website”




                                                                                   “I’d give it
 “Buy perfume”                                                                     to the needy”

                                                                            “Pay dowry”

                                                                            “I’d put it in the bank”




                                                   “Give it to my mosque”



     “Pay my school fees”



                                                                                                       12
Thanks.
      nathan@jana.com
eagle@hsph.harvard.edu

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EAGLE: Take the Pulse of "the Next Billion"

  • 1. Take the Pulse of “the Next Billion” Nathan Eagle CEO, Jana, Inc. Adjunct Assistant Professor, Harvard University
  • 2. Mobile Operator Data: CDR •  CDR Column Elements –  Caller (Texter) / Receiver •  Hashed ID! –  Time / Duration –  Cellular Towers •  Typical Data –  1 Month – 5 Years –  5% – 100% of the population 2
  • 3. Reactions to Regional Shocks •  Spatial Dynamic Bayesian Anomaly Detection –  Quantify tower-level behavioral priors N. Eagle and E. Horvitz. (2009).‘Spatial Dynamic Bayesian Anomaly Detection for Real-Time Disease Detection’, AAAI.
  • 4. Mobility & Malaria Science – In press, Caroline Buckee, Amy Wesolowski, Nathan Eagle, Bob Snow
  • 5. Network Diversity & Economic Opportunity R2=.78 N. Eagle, M. Macy, R. Claxton. (2010). ‘Network Diversity and Economic Development’, Science, 328(5981), pp. 1029-1031.
  • 7. SMS Blood Bank •  Real-time monitoring of blood supplies at local district hospitals in Eastern Kenya
  • 8. Jana Enables Global Organizations to Engage Directly with 2.1 Billion People in 101 Countries Through the Mobile Phone
  • 9. Our Global Network Connect and engage with 2.1 billion people in 95 emerging markets across Asia, Africa, and Latin America. Armenia, Kazakhstan, Moldova, Poland, Romania, Russia, Turkey El Salvador, Guatemala, Honduras, Mexico, Nicaragua, Afghanistan, Bangladesh, Panama Cambodia, China, Fiji, India, Indonesia, Laos, Malaysia, Nepal, Pakistan, Papua New Guinea, Philippines, Samoa, Solomon Islands, Sri Anguilla, Antigua and Barbadua, Aruba, Lanka, Tonga, Vanuatu, Barbados, Bermuda, British Virgin Vietnam Islands, Cayman Islands, Cuba, Dominica, Dominican Republic, Grenada, Guadeloupe, Haiti, Jamaica, Martinique, Montserrat, Netherlands Antilles, Puerto Rico, St. Kitts & Nevis, Benin, Burundi, Cameroon, St. Lucia, St. Vincent & Grenadine, Central African Republic, Trinidad & Tobago, Turks & Caicos Congo, Ghana, Egypt, Iraq, Ivory Coast, Jordan, Kenya, Liberia, Madagascar, Mali, Morocco, Mozambique, Niger, Nigeria, Senegal, South Africa, Bolivia, Brazil, Chile, Sudan, Tunisia, Uganda Colombia, Ecuador, Guyana, Peru, Suriname, Uruguay, Venezuela 9
  • 10. Our Global Network By integrating into the systems of 232 mobile operators, Jana can reward 2.1 billion consumers across the world. 10
  • 11. Jana Research Jana Research Take the pulse of the “next billion” consumers in 95 markets across Asia, Africa, and Latin America. Panel Recruitment Targeted Surveys Global Data Collection Omnibus Reach sample populations Continuous profiling efforts Jana can quickly and Quick, cost effective, global that are demographically gives access to a wide range efficiently program, translate consumer insights. representative of markets of audiences – from general and host multi-country with Jana’s global panels. consumers to hard-to-find surveys and rapidly gather •  Nationally representative or low-incidence groups. relevant data. sample of 1,000 respondents •  Mobile technology allows for inclusion of hard to reach Detailed profiling in areas such as: •  Multi-country data •  Balanced to age, gender socio-economic levels collection capabilities and geography •  Demographics: Age, gender •  Top quality panel recruitment and location, and can be •  Multi-mode data collection •  Weekly survey deployments with a strict double targeted on income, ethnicity, – mobile and online opt-in requirement household size, marital status •  Available in 5 markets and education •  Translation capabilities and expanding rapidly: •  Panel management in 70+ languages Brazil, India, Nigeria, and survey practices •  Behavior: Consumer behavior to reduce panelist fatigue pertaining to categories, •  Expertise of dedicated Philippines, Pakistan consumption and usage project manager •  Strict panelist privacy and client confidentiality •  Technographics: Handset •  End-to-end project practices make, operating system, management expertise smart vs. feature phone, mobile Internet capable and camera phone 11
  • 12. Question: What Would You Do with $15? “Buy a domain name for my website” “I’d give it “Buy perfume” to the needy” “Pay dowry” “I’d put it in the bank” “Give it to my mosque” “Pay my school fees” 12
  • 13. Thanks. nathan@jana.com eagle@hsph.harvard.edu