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Transcript of SEAN LAHMAN – [email protected] ROCHESTER DEMOCRAT & CHRONICLE SEANLAHMAN.COM/RESOURCES Digging...
SEAN LAHMAN – [email protected] LAHMAN – [email protected] DEMOCRAT & CHRONICLEROCHESTER DEMOCRAT & CHRONICLE
SEANLAHMAN.COM/RESOURCESSEANLAHMAN.COM/RESOURCES
Digging into Census DataDigging into Census Data to Find Good Stories to Find Good Stories
Digging for Stories
Computer Assisted Reporting
“Journalists need to be data-savvy. It used to be that you would get stories by chatting to people in bars, and it still might be that you'll do it that way some times.
But now it's also going to be about poring over data and equipping yourself with the tools to analyse it and picking out what's interesting.”
London, November 2010
“Journalists need to be data-savvy. It used to be that you would get stories by chatting to people in bars, and it still might be that you'll do it that way some times.
But now it's also going to be about poring over data and equipping yourself with the tools to analyse it and picking out what's interesting.”
London, November 2010
Tim Berners-LeeInventor of the World Wide Web
Overview of the U.S. Census
Since 1790
Representatives and direct Taxes shall be apportioned among the several States
which may be included within this Union, according to their respective Numbers…
10 Questions in 10 Minutes
•How many people live
here?
•Age, gender, race of
each
•Home ownership?
Data Release Schedule
Dec 2010 Totals for all states
February & March - Redistricting data for
each state
May – Demographic profiles
June-August – Summary File 1
Late 2011 / early 2012 – Summary File 2
The End…
Shortest. Census. Form. Ever.
The more questions
the Census Bureau
asked, the fewer
responses they
received.
American Community Survey
•Samples roughly 3 million people per year
•1-year, 3-year, and5-year data released
•65,000 & 20,000 population sizes
“Census data” is really many data sets
Decennial CensusAmerican Community SurveySmall Area Income and Poverty EstimatesAmerican Housing SurveyConsumer Expenditure SurveyPublic Use Microdata SamplesSurvey of Construction… and more
Levels of Complexity
Age
Gender
Race
Location
Geographical Groupings
Census Tracts
1790 Map
Getting the Data
http://www2.census.gov/census_2010/
American Fact Finder
AFF2
AFF3
AFF4
AFF5
AFF - new
AFF-new1
AFF-new2
AFF-new3
DataFerrett
http://thedataweb.org/ or http://dataferrett.census.gov
DF1
IRE
Other Resources
New York State Data Centerhttp://esd.ny.gov/
Lewis Mumford Center - University of Albany http://www.albany.edu/mumford/
University of Virginia http://mapserver.lib.virginia.edu/
NYC Department of City Planninghttp://gis.nyc.gov/dcp/pa/address.jsp
University of Michiganhttp://www.icpsr.umich.edu/icpsrweb/ICPSR/
University of Minnesota (PUMS)http://usa.ipums.org/usa/
Finding Story Ideas
"People don't really tell you
this, but often the amount
of time you spend finding a
decent story is more than
the time it takes to produce
the story.“
-- Ira Glass
"People don't really tell you
this, but often the amount
of time you spend finding a
decent story is more than
the time it takes to produce
the story.“
-- Ira Glass
Civics for Journalists
Who is your audience?
Context
Need reliable numbers other than the
Census Bureau
Redistricting
Redistricting is an intensely political process
There is a vocabulary to redistricting
Section 5
Gerrymandering
Huge opportunity to share historical info with
readers
Communities of Interest
Population
Urban sprawl, neighborhood decay, suburban
flight
Population density maps
Growth/decline of population in
neighborhoods
Average household size (changes,
comparisons between neighborhoods)
Age and Gender
(More detailed age breakdowns available in
May)
Graying or seeing a baby boom?
Concentrations of older residents vs. children
Gender differences in neighborhoods
Generational conflicts (mixing of generations)
Race and Ethnicity
(Top level race data in first release, more detail in summer release)
Look at race breakdowns by age (growth of minority population tends to be bottom up)
Surge in Hispanic population is a national story (14 to 35 million from 1980-2000)
Segregation & diversity (see the Mumford Center at SUNY Albany, or USAT diversity index)
Relationships
Types of households (available in may)
Seniors living alone
Grandchildren living in household
Consider mapping same-sex couples, single
mothers
Housing
Vacant housing units: what is the trend, and
where?
Owner-occupied vs. rentals
How many people own their homes free and
clear? Where are they?
Foreclosures… where and how many?
Other Ideas
Redistricting on the local level
Compare racial composition of school
population with citizens 18+ (voters)
New ACS variables: healthcare coverage,
degree field, Veterans’ disability, marital history
Housing double-up as an indicator of economic
impact
New York Ideas
Look at the extent to which the recession, mortgage meltdown slowed the migration away from NY.
NY an example of state that is aging, but also seeing a decline in child population (<18) 2000-10
Also look at: % Children w/immigrant parents, children speaking other than English, HS dropout rates for 1st generation vs. 2nd generation Hispanics
To what extent does # of seats impact fed $ compared to seniority of your reps (and which committees they are on)
Demographic Resources
Our Patchwork Nation – Dante Chinni
Identified clusters based on income, education,
population growth, unemployment, foreclosure
rates, Starbucks vs. Wal-Mart
Who We Are Now – Sam Roberts
The Big Sort – Bill Bishop
A Field Guide to Sprawl – Dolores Hayden
American Community Survey
American Community Survey
American Community Survey
American Community Survey
American Community Survey
Data Visualization
Shan CarterData Visualization
“The last thing the internet needs is more data.” Shan Carter, Interactive Graphics
EditorThe New York Times
Data Visualization as a new medium
Protovis-1
Protovis-2
Science Fair Poster
Science Fair Poster 2
Martini Glass
Data Slide Show
Drill Down Story
Another Drill Down
Not Just for End Users
Demographic Explosion
Crime data
Campaign finance
Voter registration
Public payrolls
Student test scores
Netflix
http://www.nytimes.com/interactive/2010/01/10/nyregion/20100110-netflix-map.html
Mapping Tools
Adobe Flash
Google Maps API
MAPublisher
GEOCommons
Social Explorer
Census Bureau – Thematic and Reference
Maps
Adobe Flash
Des Moines RegisterJames Wilkerson
http://data.desmoinesregister.com/dmr/iowa-census/redistricting-map/
MAPublisher with Illustrator
Tampa TribuneKevin Wiatrowski
http://www2.tbo.com/static/maps/tbocom-special-report-data-maps-map-builder/
Google Maps API
GeoCommons
Social Explorer
http://SocialExplorer.com
Census Bureau – Maps Tool
Digging for Stories
Questions
SeanLahman.com/resourcesSeanLahman.com/resources