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Dave Umhoefer
O’Brien Fellowship in Public Service Journalism
NewsTrain September 27, 2019
Milwaukee, WI
	
This	Photo	by	Unknown	Author	is	licensed	under	CC	BY
Why	Do	Data?	
	
Make	puzzles	into	pa@erns
Have	more	
“Aha!	
moments”
Data	doesn’t	
lie,	die,	
disappear	or	go	
silent
Data	puts	
you	in	charge
There’s	no	
be>er	myth	
buster	or	fact	
checker
Data	prepares	
you	to	put	
breaking	news	
in	context
Look	smart:	
Get	behind	
the	news
Data	
analysis	
turns	
anecdotes…	
	
Incident	types:	Armed	robbery	
Incident	locaDon:	1500	block	of	West	
Wells	St.	
Approximate	Dme:	3:12	a.m.	
VicDms:	One	male	Marque@e	student	
Physical	injuries:	No	physical	injuries	
	
Three	suspects	approached	the	vicDm	on	
foot,	displayed	a	weapon	and	demanded	
property.
…into
evidence
and
authority

By Jack Ryan
A Data “state
of mind”
Public	
domain
“I’m	not	math	savvy”	
	
	
				You	are	not	alone	
	
				“Numbers	in	the		
					Newsroom”	book	
	
					Help	from	colleagues	
	
	
	
	
	
	
Public	domain
“I	don’t	have	the	Dme	to	do	this”	
	
	
	
	
	
	
	
Start	small	and	simple	
	
Get	data	off	deadline
“What	if	I	screw	up?”	
	
	
	
	
	
	
Special	precauDons	
QuesDon	surprising	findings	
Ge^ng	expert	help
“To	my	editor,	‘Data’	is	
just	a	character	on	TV”	
	
	
	
Break	a	story	
	
Keep	some	secrets	
	
	
NoDerivs	2.0	Generic	(CC	BY-ND	2.0)
“I’m	uncomfortable	requesDng	data”		
	
	
IRE	Dp	sheets:	“data	negoDaDon”	
and	“open	records”	
	
Ask	informally	first	
	
Make	modest	requests	a	regular	habit	
	
Make	friends	in	IT	department
Successful	failures	
	
	
Even	missing	or	bad	data	is	a	story	
	
PracDce	is	valuable
Who’s	used	data	to	make	a	story…	
Or	make	it	be@er?	
Public	domain	FreeStockPhotos
Today’s		road	
	
Find	data	
	
	When	to	build	your	own	
	
Picking	your	next	data	story
Campaigns	and	Elec>ons 		
	
Local	school	in	the	news	
	
Housing	and	Neighborhoods
Back	to	the		
“data	state	
of	mind?”	
	
How	do	we	
get	there?
How	are	we	defining	
“data?”	
	
Millions:	traffic	>ckets	
	
Ten:	Annual	#	of	drunk-
driving	crashes	for	a	
decade.	
	
	
	
	
	
	
Pixabay	public	domain	
Data	State	of	Mind…
Check	the	news:		Dollar	amounts,	
numerical	claims,	grades	
	
Compare:		Joe’s	Diner		got	a	B-	health	
grade.	What’s	average?	High?	
	
Contrast	over	>me:	Past	inspecDons?	
Context:		Neighboring	restaurants?	
	
	
		Data	State	of	Mind…
Peek	Behind	the	Curtain	
	
Ask	for	the	full	data	behind	the	
numbers	in	reports,	research.		
	
Quick	follow	up	stories	
	
Fact	check	report’s	conclusions	
	
	
Data	State	of	Mind…
Too	many	ideas	start	
with	generali>es,	stop	at	
one	noun.		
	
	
	
	
	
	
	
Data	State	of	Mind…
“I	want	to	inves>gate	bridges.”	
	
“I	want	to	inves>gate	unsafe	bridges”	
	
“I	want	to	learn	what	percentage	of	
bridges	are	unsafe”	
	
*“I	want	to	know	if	the	number	of	
unsafe	bridges	has	increased”
POSE:			
	
Precise	and	compelling	ques>ons		
whose	answer	is…	
	
News	no	ma>er	what	you	discover	
Data	State	of	Mind…
Narrow	your	Google	search	by	Site	type	or	
a	specific	URL
That	looks	like	this	in	a	Simple	Google	Search
na	
ov	
e:
And…you’ve	got	Census	data
Exercise	#1:	Google	Advanced	Search	
	
	
• 5-10	minutes:	Play	around	with	“marijuana	arrests”	
search	
• Try	site:com	
• 						Try	other	filetypes	(.csv		.pdf		.ppt)	
• Try	a	search	on	another	drug	
• 	What	results	do	you	get?	Story	ideas?
For	everything,	a	government	form
Data	trails	in	annual	reports	
	
Comprehensive	Annual	Financial	Reports
DIY	Databases	
	
	
Turning	paper	records	
and	jumbled	text	into	
gold
Records	on	MU	police	website
Data	entry	and	checking
Other	Ways	to	Sniff	out	Data	
	
Records	Reten>on	Schedules
Rescuing	data	
	
When	websites	get	scrubbed	or	taken	
down
EXERCISE #2 Sor-ng and Filtering
• Clinton	vs.	Trump	
• 2016	presidenDal	vote	in	Wisconsin	
• County	by	county	elecDon	results.
Freeze	top	row
SorDng
SorDng…
On	Your	Own:	Sort	and	Filter	
Sort	from	smallest	to	largest	
	
Find	County	least	suppor>ve	of	Trump.	What	%?	
	
Gaps	between	low	and	high
Now	let’s	restrict	it	to	counDes	with	vote	
totals	over	50,000	
	
Filtering	funcDon
Filtering
Filtering
Filtering
Exercise #3: Formulas
• How	did	3rd	party	or	independent	candidates	do	
in	the	2016	presidenDal	vote	in	WI	counDes?
Newsworthy	Numbers	on	the	Beat
Campaigns	and	Elec>ons	
	
Finding	Trumpland		
		
Who	misleads	(the	most)?		
	
Compare	lawmakers:	ideology,	net	worth	
	
Geography	of	donors	
	
Who	votes?
Local	school	in	the	news?		
Rank	by:	
•  Grad,	adend	rates	
•  Experience	of	staff	
•  Test	scores	
•  Free	lunch	%	
	
	
	
	College	classes	back?	
				Enrollment	trends	
•  Tui>on	compared	
•  Student	sa>sfac>on		
•  Crime	stats
Housing	and	Neighborhoods	
	
	 $$	on	potholes,	policing	
	
Foreclosed/vacant	proper>es	
Absentee	landlords	
		
Ownership	history	
	
Track	code	viola>ons,	crime		
by	address
FINAL	Q	and	A:						
	
	What’s	one	data-aided	story	off	your	
beat	you	can	try	now?	
	
What	quesDons	do	you	have	about	
how	to	do	that	story?
Contact	Me:						
DAVE	UMHOEFER	
	
David.Umhoefer@marque@e.edu	
	
(414)	288-5956	
	
@GovWatcher

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