![Page 1: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/1.jpg)
From Connection to Innovation: Measuring Social Media Technology’s Impact
on Community and Business Well-Being in Techville and Beyond
Part 1: Kate O’Neill
![Page 2: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/2.jpg)
#wearenashville. #wearechatty.
Healthy blogging community in mid-
2000s
Strong representation on
Twitter and in other social channels
Fans, friends, followers of beloved local brands
(Yazoo, Opry, etc.)
#34 city on Tweet Grader
![Page 3: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/3.jpg)
Is our participation productive?
![Page 4: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/4.jpg)
Harnessing Participation for Progress
Boosterism
Innovative Applications
Advancement
![Page 5: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/5.jpg)
A Case for Alternative Measures• Global Peace Index• Happiness economics• Legatum Prosperity Index• Philosophy of happiness• Post-materialism• Psychometrics• Satisfaction with Life Index• Utilitarianism• World Values Survey• Gross National Cool
![Page 6: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/6.jpg)
Gross National Happiness
• Psychological Well-being• Standard of Living and Happiness• Good Governance• Health• Education• Community Vitality• Cultural Diversity and Resilience• Time Use and Happiness• Ecological Diversity and Resilience
![Page 7: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/7.jpg)
Genuine Progress Indicator• + Personal consumption weighted by income distribution index• + Value of household work and parenting• + Value of higher education• + Value of volunteer work• + Services of consumer durables• + Services of highways and streets• - Cost of crime• - Loss of leisure time• - Cost of unemployment• - Cost of consumer durables• - Cost of commuting• - Cost of household pollution abatement• - Cost of automobile accidents• - Cost of water pollution• - Cost of air pollution• - Cost of noise pollution• - Loss of wetlands• - Loss of farmland• -/+ Loss of forest area and damage from logging roads• - Depletion of nonrenewable energy resources• - Carbon dioxide emissions damage• - Cost of ozone depletion• +/- Net capital investment• +/- Net foreign borrowing• = GPI
http://en.wikipedia.org/wiki/Genuine_Progress_Indicator
![Page 8: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/8.jpg)
Improving Metrics that Matter
• Recruitment of Tech Talent to Nashville• Retention of Tech Talent in Nashville• Tech Sector Development• Tech Entrepreneurship• Overall Livability and Quality of Life
![Page 9: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/9.jpg)
The Health of Techville’s Tech Community
• Talent Availability– Influenced by boosterism?
• Tech grads attrition• Tech talent likelihood to stay• Investment
![Page 10: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/10.jpg)
But we don’t want to be
Silicon Valley.
But we don’t want
to be Atlanta.
But we don’t want
to be Austin.
![Page 11: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/11.jpg)
Of course not. We want to be
• Music City.• Techville.• Nashvegas.• Smashville.• #wearenashville
![Page 12: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/12.jpg)
Not Just About the Joneses• People prefer to live in a world in which they receive an annual
salary of $50,000, when others are pulling in $25,000, than an annual salary of $100,000 when others are making $200,000.
• Social comparison, status and rank more important than the absolute value of our bank accounts or reputations
• How we spend money influences our individual happiness:“Spending money on anything that promotes personal growth -- French lessons, say, or a cooking class -- tends to make us happier, as does spending money on social outings, compared to spending money on solitary endeavors”
http://knowledge.wharton.upenn.edu/article.cfm?articleid=2675
![Page 13: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/13.jpg)
The Happiness of Techville’s Tech Community
• Connectedness• Identity• Integrity• Relative Success
![Page 14: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/14.jpg)
Measuring Community Happiness
• Social Sentiment– Text analysis of the sentiment of social shares and
statuses• Social Connectedness– Analyze networks and connectedness for
indicators• Self-Reporting• Readily quantifiable economic indicators
![Page 15: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/15.jpg)
Social Networks and Health
• Social connectedness relevant to health• “social network transmission may be one
mechanism through which both beneficial and adverse effects are mediated.”
• http://www.bmj.com/content/337/bmj.a2781.short
![Page 16: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/16.jpg)
The Means to Acquire the Metrics
• Integrating service APIs• Alternative views of mundane data• Analyzing and data storytelling
![Page 17: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/17.jpg)
Alternative Views of Mundane Data
![Page 18: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/18.jpg)
The Means to Impact the Metrics
• Guitars and Gamification• Happiness Contagion• Weak Ties + Offline Connectedness = Strong
Ties
![Page 19: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/19.jpg)
We Don’t Do “Weak Ties” in Music City
• Connecting Nashville’s connectors• Online contacts become offline connections
![Page 20: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/20.jpg)
From Connection to Innovation
Part 2: James Soto, Joshua Camp, Joey Strawn
![Page 21: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/21.jpg)
Setting the Stage
1. Share insights as to how Nashville stacks up as a tech community
2. Assess if the current metrics we use to assess tech community health and happiness work
3. Explore how community, corporate and public sector social media connectivity and adoption plays a role
4. Use a few tools of the trade
![Page 22: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/22.jpg)
DIGITAL STALKINGThanks for the Invitation?
![Page 23: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/23.jpg)
![Page 24: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/24.jpg)
![Page 25: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/25.jpg)
![Page 26: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/26.jpg)
![Page 27: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/27.jpg)
![Page 28: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/28.jpg)
![Page 29: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/29.jpg)
![Page 30: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/30.jpg)
FEATURING
![Page 31: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/31.jpg)
![Page 32: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/32.jpg)
THE NASHVILLE TECH GENOMECan We Mind Map Nashville’s Technology Ecosystem
![Page 33: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/33.jpg)
![Page 34: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/34.jpg)
NTC as an Indicator
Nashville Technology Council Membership
Tech MembersSocial Media & Marcom Technology
![Page 35: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/35.jpg)
Growing Tech Community
2011
2012
360370380390400410420430440
NTC Membership
NTC Membership
![Page 36: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/36.jpg)
Tech Entrepreneurship
![Page 37: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/37.jpg)
![Page 38: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/38.jpg)
Exploring ways to Measure Techville’s Progress
• Gross Domestic Product (GDP)
• Genuine Progress Indicator (GPI)
• Social Media Chatter• Social Media Adoption• Mind Map• API’s• Listening
![Page 39: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/39.jpg)
ENTER SOCIAL METRICSFrom Traditional to Technology Measurement
![Page 40: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/40.jpg)
The Chicken and the Egg
Does economic growth lead to happiness or does happiness lead to economic growth?
Where do we really start?
![Page 41: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/41.jpg)
#WeAreDriven
“New firms add an average of 3 million jobs in their first year, while older companies lose 1 million jobs annually”
-2010 Kauffman Foundation Study
![Page 42: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/42.jpg)
Sources, Tools, and Technology
• Startup Genome Project• Angel list• University of Chicago, SM Impact Study• Nashville Technology Council• Aberdeen• US Bureau of Labor Statistics• Radian6 and Our Social Arsenal
![Page 43: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/43.jpg)
Nashville’s Digital Growth
2011NTC member companies - 390Social & Digital Media Members - 63
2012NTC member companies - 431Social & Digital Media - 65
![Page 44: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/44.jpg)
Average Lifespan of a Funded Startup
- Shikhar Gihash; Harvard Business School
• 70-80% Never see an ROI• 30-40% liquidate entirely in the first 3-5 years
![Page 45: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/45.jpg)
Old Data = Tired Results
…yet we continue to measure Key Performance Indicators as though they should still be based on a limited system of compiling the same old tired data that yields erroneous results
![Page 46: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/46.jpg)
The Typical ‘Old School’ Example
GDP includes ‘negative’ expenditures such as burglar alarms, daycare, self-defense and fails to capture social investments into the community.
In other words, welfare takes a back-seat to cash flow, which is where GPI comes back in
![Page 47: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/47.jpg)
Objective Vs. Subjective Social Indicators
• Unemployment• Poverty Rate• Working Hours per Week• Perinatal Mortality Rate
• Life Satisfaction• Job Satisfaction• Perception of Liberty• Personal Areas of Importance• Environmental Concerns
![Page 48: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/48.jpg)
The real problem
• Investing in socioeconomic initiatives based on a perceived benefit, with the only real goal being to improve that very perception or single metric.
• No standard for how to correlate • No standard for what to measure, monitor, or
how to correctly interpret the data
![Page 49: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/49.jpg)
It’s Easy!
• It’s EASY to pull outdated statistics and ignore the CURRENT situation
• It’s EASY to see that unemployment is high and think “we need jobs”
• It’s EASY to see that crime is on the rise and proclaim “We need more police!”
• It’s EASY for the public to see education costs rising and it’s EASY for them to to cry “Debt Forgiveness!”
![Page 50: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/50.jpg)
Social Media to the Rescue?
• Ok, so maybe it’s really just time to re-evaluate our methodology
• What are we measuring in the first place, and how? With what tools?
![Page 51: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/51.jpg)
The REAL question?
• How can we identify, and then act on the present state of our community and implement changes that will give us a true ‘edge’ as a technology hub?
![Page 52: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/52.jpg)
Measuring Startup Attraction Potential
• Entrepreneurship Spirit• Legal Environment• Availability of Talent• Infrastructure• Capital Availability• Community Sentiment and Support
![Page 53: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/53.jpg)
Overhauling the Social Indicators
City Services Quality of Life
![Page 54: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/54.jpg)
Nashville’s ConnectednessBenchmarking Nashville’s 49 Inc. 5000’s
LinkedIn – 88%Facebook - 76% Twitter - 65%Google+ - 20%Youtube - 29%
![Page 55: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/55.jpg)
Stop, Look, and Listen
![Page 56: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/56.jpg)
Benchmarking Greatness
*Austin*Palo Alto*Boston*Raleigh*Tampa
Global Marketing Technology Startup ‘Chatter’
![Page 57: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/57.jpg)
Benchmarking Greatness
Nashville
*Austin*Palo Alto*Boston*Raleigh*Tampa
Vs.
Global Marketing Technology Startup ‘Chatter’
![Page 58: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/58.jpg)
Actionable Intelligence
Nashville Ranked 43/75 in 2011
Benchmarking our Future with new metrics
![Page 59: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/59.jpg)
In a Nutshell
![Page 60: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/60.jpg)
@JoshuaCamp@Joey_Strawn
@JamesSotoISM@ISMSocial
#marketstrong
![Page 61: From Connection to Innovation: Measuring Social Media Technology’s Impact on Community and Business Well-Being in Techville and Beyond](https://reader031.vdocument.in/reader031/viewer/2022030121/58a2b9f51a28ab5d408b6c31/html5/thumbnails/61.jpg)
@JoshuaCamp@Joey_strawn
@JamesSotoISM@ISMSocial
#marketstrong