nc data4good: understanding childhood hunger in our communities
TRANSCRIPT
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@NCD4G #Data4Good NCData4Good.github.io
Zeydy Ortiz, Ph. D. Zeydy Ortiz, Ph. D. Zeydy Ortiz, Ph. D. Zeydy Ortiz, Ph. D. –––– [email protected] [email protected] [email protected] [email protected] –––– @@@@DrZeydyDrZeydyDrZeydyDrZeydy
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NC Data4Good
Mission:
Bring together Citizen Data Scientists to make an impact in our community by using data science for social good
@NCD4G #Data4Good NCData4Good.github.io 2
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Data Science ProcessUnderstand the problem
Formulate hypothesis
Understand the data
Analyze data
Prepare results
Present results
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United Way of the Greater Triangle 2016 Social Innovation ChallengeReduce childhood hunger in Orange, Durham, Wake and Johnston county area through:◦ Summer meals
◦ Access to nutritious, fresh food
◦ Food distribution
@NCD4G #Data4Good NCData4Good.github.io 4
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Datasets collectedCensus – American Community Survey
USDA – Farmer’s Markets & SNAP Retailers
NCES – Schools
USGS – Places (Buildings, churches, hospitals, post offices, school and other places in NC)
Transloc – Bus Stops
UW & Food Bank CENC – Food Pantries
UNC – Summer Feeding Sites
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Location of Bus Stops
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@NCD4G #Data4Good NCData4Good.github.io 6
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1 in 5 children in poverty
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• Johnston County has
several towns with
high percent of
children in poverty
• Raleigh and Garner
have ~20% children in
poverty but the
number of children is
significantly different
Where is the need?
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1 in 5 children in poverty
@NCD4G #Data4Good NCData4Good.github.io 8
• Johnston County has
several towns with
high percent of
children in poverty
• Raleigh and Garner
have ~20% children in
poverty but the
number of children is
significantly different
Where is the need?
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~1000 children
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Darker areas represent
~1000 children in poverty:
• North Durham
• East Durham city
• North (east) Raleigh
• South East Raleigh
• Near US401S & TenTen
• Garner
• Benson
Where is the need?
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~1000 children
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Darker areas represent
~1000 children in poverty:
• North Durham
• East Durham city
• North (east) Raleigh
• South East Raleigh
• Near US401S & TenTen
• Garner
• Benson
Where is the need?
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NC Food Exploration Mapstatistics and resources by school
http://bit.ly/ExplorationMap
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Where is the need?
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Food pantries and public transportation
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% Pantries within 1 mile
of a bus stop:
• Durham : 95%
• Orange : 67%
• Wake : 50%
• Johnston: 0%
Where are the gaps?
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Food pantries and SNAP
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• Dots represent
location of food
pantries
• Areas shaded in blue
have high proportion
of population receiving
food stamps but are
farther away from
food pantries
• Combined Top 5 areas
have more than 2000
children in poverty
Where are the gaps?
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Summer feeding sites and schools
# Summer Feeding Sites:
• Durham : 152
• Orange : 21
• Wake : 70
• Johnston: 7
Where are the gaps?
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Farm land and farmers’ markets
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Where are the gaps?
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Thanks to all volunteers!“I learned a lot about both the content (childhood hunger in the community) and techniques, got
to apply my skills and contribute to the project, and made new friends”
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Links and resources
More information:
http://ncdata4good.github.io/UWchallenge/
Check the recap
NC Food Exploration Map:
http://bit.ly/ExplorationMap
Contact us:
@NCD4G #Data4Good NCData4Good.github.io 18