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Data-driven
enterprise on
any beat
Manuel Torres
Monroe, LA,
NewsTrain
Oct. 15-16, 2015
Why use data?
Can’t let these guys have all the fun.
You’ll find good stories.
Stories that make a difference.
Stories that win prizes.
Read this story online.
Unique content your
competitors won’t have.
Explore this interactive feature.
See the list online.
Search the database.
Excellent Web traffic.
Search contributions.
Search expenses.
You don’t have
to like math!
I hated it,
but I love
stories.
Data tell
stories.
What have YOU
done with data?
By James Montgomery Flagg [Public domain],
via Wikimedia Commons
Where are we headed today?
Photo by Flickr user Barn Images
• 5 ways to find data
on your own beat
• Data ideas in 3
different beats (ideas
for other beats in the
handout)
• Exercises so you
can apply this back
in your newsroom
1. Learn how the bureaucracy works.
• Ask for retention
schedules.
• Get blank forms.
• Befriend data/IT
people.
• Ask officials what
they keep.
Photo by Flickr user
HOW TO FIND DATA
2. Download data from websites.
• Governments
• Universities
• Libraries
• Think tanks
HOW TO FIND DATA
3. FOIA the data.
• Get familiar with state and
federal laws. Find experts in your
newsroom, nearby colleges or
your attorneys.
• If you don’t have at least a dozen
pending requests, you’re not
using the law enough.
HOW TO FIND DATA
4. Collect your own data.
• Crowdsource it:
- AL.com’s prison project. Click here.
- AL.com’s Obamacare. Click here.
- NOLA.com’s Yat Map
• Collect samples as you report:
NYT story on nail salons. Click here.
• This is the hardest way to get data. Be
patient.
HOW TO FIND DATA
http://www.nola.com/neighborhoods/maps/yatmap/index.html
HOW TO FIND DATA
5. Learn to use Google
Advanced Search
HOW TO FIND DATA
https://www.google.com/advanced_search
Most times, you get a LOT of data.
“We’re gonna need a bigger screen.”
Clean it: Hide or delete fields you don’t need.
WARNING: Preserve originals! Use copies.
Data mining cops and courts.
• Murders, violent crime: Where, when, how.
DATA MINING ON 3 BEATS
Data mining cops and courts.
• Murders, violent crime: Where, when, how.
• Jail-booking data: Drunk drivers, immigrants,
revenue-producing arrests.
• Judicial expenses: Travel, extra benefits.
DATA MINING ON 3 BEATS
WVUE found a judge’s outrageous
travel ...
DATA MINING ON 3 BEATS
… so we dug
deeper: $75,000 in
travel in 18 months.
DATA MINING ON 3 BEATS
Data mining cops and courts.
• Murders, violent crime: Where, when, how.
• Jail-booking data: Drunk drivers, immigrants,
revenue-producing arrests.
• Judicial expenses: Travel, extra benefits.
• Cop private details: Supervisors beholden to
low-ranking cops who controlled details.
• Coroner: Death trends (heroin overdoses).
DATA MINING ON 3 BEATS
Reporter Michelle
Hunter’s stories on
Jefferson Parish’s heroin-
overdose epidemic.
DATA MINING ON 3 BEATS
Data mining in health care.
• Medicare: Doctor payments, drug costs,
common treatments, hospital patient
ratings, more… lots more. (ProPublica’s
data set. Click here.)
DATA MINING ON 3 BEATS
Stories from Medicare data.
DATA MINING ON 3 BEATS
Data mining in health care.
• Medicare: Doctor payments, drug costs,
common treatments, hospital patient
ratings, more… lots more. (ProPublica’s
data set. Click here.)
• Nursing home and hospital violations:
dirty linens
• Vaccinations
• Medical costs: rape examinations
DATA MINING ON 3 BEATS
Rebecca Catalanello’s “Billing for
Rape” series ignited changes in
the state and in hospitals.
DATA MINING ON 3 BEATS
Data mining government.
• Campaign records: Pay to play (who
gives and what they get), how pols
spend it.
DATA MINING ON 3 BEATS
Exposing pay to play.
DATA MINING ON 3 BEATS
Data mining government.
• Campaign records: Pay to play (who
gives and what they get), how pols
spend it.
• Traffic-camera tickets
• Code violations
• Property-tax assessments
• Take-home cars
DATA MINING ON 3 BEATS
Where do I begin?
• Learn Excel: Bug a friend, or Google it!
(More tips in the handout)
• Start small. Aim for guaranteed success
• Localize national projects
• Master one skill at a time: mapping,
graphics, more complex database
programs
“I use Stata for anything
hardcore and Excel for the
rest.”
Nate Silver
Reddit AMA, 1/18/2013
Exercises
1.Using Excel to sort and sum data.
2.Using online databases: Travel
records, campaign contributions
Exercise 1: To sort data in Excel.
1. Highlight data, then open sorting function.
2. Choose “Custom Sort…” to open this:
3. Fill in criteria by using “Column,” “Sort
On,” and “Order.” Press “Ok” if you’re
sorting using only one column.
4. If sorting by multiple columns, use “+”
to add as many as you need. Sorting
priority applied in descending order.
Exercise 2: Online databases.
• Judges’ travel in MS:
transparency.mississippi.gov
Click here
• Campaign contributions in LA:
ethics.la.gov Click here
1. Go to transparency.mississippi.gov,
select “Travel” and query by “agency.”
2. Then pick “2015” and “Export to Excel”
3. Open the Excel download and sort data by
total spent (Column G), in descending order.
What do you see? Is there an “aha” moment?
4. Google the names of top officials in
agency you want to research.
5. Find their individual travel expenses
searching by “vendor name.”
How much did the Supreme Court’s
Chief Justice spent on travel in 2015?
What’s the first thing you’ll do?
Questions about how to do that?
PhotobyFlickruserMike
Linksvayer
Where do I find
time for data?
Final questions? Comments?
Manuel Torres
mtorres@nola.com
504-352-2543
@1manueltorres By Gareth Simpson

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Data-Driven Enterprise on Any Beat by Manuel Torres - Monroe, La., NewsTrain - Oct. 15-16, 2015

  • 1. Data-driven enterprise on any beat Manuel Torres Monroe, LA, NewsTrain Oct. 15-16, 2015
  • 2. Why use data? Can’t let these guys have all the fun.
  • 4.
  • 5. Stories that make a difference.
  • 6.
  • 8.
  • 9. Read this story online.
  • 10.
  • 13. See the list online. Search the database. Excellent Web traffic.
  • 15. You don’t have to like math! I hated it, but I love stories. Data tell stories.
  • 16. What have YOU done with data? By James Montgomery Flagg [Public domain], via Wikimedia Commons
  • 17. Where are we headed today? Photo by Flickr user Barn Images • 5 ways to find data on your own beat • Data ideas in 3 different beats (ideas for other beats in the handout) • Exercises so you can apply this back in your newsroom
  • 18. 1. Learn how the bureaucracy works. • Ask for retention schedules. • Get blank forms. • Befriend data/IT people. • Ask officials what they keep. Photo by Flickr user HOW TO FIND DATA
  • 19. 2. Download data from websites. • Governments • Universities • Libraries • Think tanks HOW TO FIND DATA
  • 20. 3. FOIA the data. • Get familiar with state and federal laws. Find experts in your newsroom, nearby colleges or your attorneys. • If you don’t have at least a dozen pending requests, you’re not using the law enough. HOW TO FIND DATA
  • 21. 4. Collect your own data. • Crowdsource it: - AL.com’s prison project. Click here. - AL.com’s Obamacare. Click here. - NOLA.com’s Yat Map • Collect samples as you report: NYT story on nail salons. Click here. • This is the hardest way to get data. Be patient. HOW TO FIND DATA
  • 23. 5. Learn to use Google Advanced Search HOW TO FIND DATA
  • 25.
  • 26.
  • 27. Most times, you get a LOT of data.
  • 28. “We’re gonna need a bigger screen.”
  • 29. Clean it: Hide or delete fields you don’t need. WARNING: Preserve originals! Use copies.
  • 30. Data mining cops and courts. • Murders, violent crime: Where, when, how. DATA MINING ON 3 BEATS
  • 31.
  • 32.
  • 33. Data mining cops and courts. • Murders, violent crime: Where, when, how. • Jail-booking data: Drunk drivers, immigrants, revenue-producing arrests. • Judicial expenses: Travel, extra benefits. DATA MINING ON 3 BEATS
  • 34. WVUE found a judge’s outrageous travel ... DATA MINING ON 3 BEATS
  • 35. … so we dug deeper: $75,000 in travel in 18 months. DATA MINING ON 3 BEATS
  • 36. Data mining cops and courts. • Murders, violent crime: Where, when, how. • Jail-booking data: Drunk drivers, immigrants, revenue-producing arrests. • Judicial expenses: Travel, extra benefits. • Cop private details: Supervisors beholden to low-ranking cops who controlled details. • Coroner: Death trends (heroin overdoses). DATA MINING ON 3 BEATS
  • 37. Reporter Michelle Hunter’s stories on Jefferson Parish’s heroin- overdose epidemic. DATA MINING ON 3 BEATS
  • 38. Data mining in health care. • Medicare: Doctor payments, drug costs, common treatments, hospital patient ratings, more… lots more. (ProPublica’s data set. Click here.) DATA MINING ON 3 BEATS
  • 39. Stories from Medicare data. DATA MINING ON 3 BEATS
  • 40. Data mining in health care. • Medicare: Doctor payments, drug costs, common treatments, hospital patient ratings, more… lots more. (ProPublica’s data set. Click here.) • Nursing home and hospital violations: dirty linens • Vaccinations • Medical costs: rape examinations DATA MINING ON 3 BEATS
  • 41. Rebecca Catalanello’s “Billing for Rape” series ignited changes in the state and in hospitals. DATA MINING ON 3 BEATS
  • 42. Data mining government. • Campaign records: Pay to play (who gives and what they get), how pols spend it. DATA MINING ON 3 BEATS
  • 43. Exposing pay to play. DATA MINING ON 3 BEATS
  • 44. Data mining government. • Campaign records: Pay to play (who gives and what they get), how pols spend it. • Traffic-camera tickets • Code violations • Property-tax assessments • Take-home cars DATA MINING ON 3 BEATS
  • 45.
  • 46. Where do I begin? • Learn Excel: Bug a friend, or Google it! (More tips in the handout) • Start small. Aim for guaranteed success • Localize national projects • Master one skill at a time: mapping, graphics, more complex database programs
  • 47. “I use Stata for anything hardcore and Excel for the rest.” Nate Silver Reddit AMA, 1/18/2013
  • 48. Exercises 1.Using Excel to sort and sum data. 2.Using online databases: Travel records, campaign contributions
  • 49. Exercise 1: To sort data in Excel. 1. Highlight data, then open sorting function. 2. Choose “Custom Sort…” to open this:
  • 50. 3. Fill in criteria by using “Column,” “Sort On,” and “Order.” Press “Ok” if you’re sorting using only one column.
  • 51. 4. If sorting by multiple columns, use “+” to add as many as you need. Sorting priority applied in descending order.
  • 52. Exercise 2: Online databases. • Judges’ travel in MS: transparency.mississippi.gov Click here • Campaign contributions in LA: ethics.la.gov Click here
  • 53. 1. Go to transparency.mississippi.gov, select “Travel” and query by “agency.” 2. Then pick “2015” and “Export to Excel”
  • 54. 3. Open the Excel download and sort data by total spent (Column G), in descending order. What do you see? Is there an “aha” moment?
  • 55. 4. Google the names of top officials in agency you want to research. 5. Find their individual travel expenses searching by “vendor name.” How much did the Supreme Court’s Chief Justice spent on travel in 2015?
  • 56. What’s the first thing you’ll do? Questions about how to do that? PhotobyFlickruserMike Linksvayer
  • 57. Where do I find time for data?
  • 58. Final questions? Comments? Manuel Torres mtorres@nola.com 504-352-2543 @1manueltorres By Gareth Simpson