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CARR HOT
SHEET - June 2003
In this Issue
Heritage
Database 101/201 Grad Outlines a Quick CARR Story
In his first
CARR outing, New York Daily News education reporter Joe Williams
used his skills to produce a "quick hit" story on the
level of funding the best schools in New York City receive. Using
test score data supplied by the city Department of Education in
an Excel file, he created a database that merged test scores with
another data set that listed school-by-school per-pupil spending.
The result was
a story that noted that the best schools in the city were, on average,
spending considerably less on each student than the citywide average.
Some findings were:
Of the 209 schools
where students scored high enough to be exempted from a new citywide
reading and math curricula, 71% spent less per pupil than the city
average. Spending in the top elementary schools last year ranged
from $18,383 per student at PS 87 in Queens to $7,898 at PS 83 in
East Harlem. Overall, 76% of the top elementary schools spent less
than the citywide average of $10,738. Middle and high school spending
stuck closer to their averages - $10,064 and $9,225, respectively.
"Here in
New York, people always argue that the reason the school system
isn't as good as in the suburbs is because the suburbs spend more
money," said Williams. "There are obviously a lot of issues
that don't pop up in this simple crunching of data, but the story
itself reminds readers that education reform is a whole lot more
complicated than just spending more money."
New Database Release: National Assessment
of Educational Progress (NAEP)
The recently
released NAEP, also known as the "Nation's Report Card,"
is the only nationally representative and continuing assessment
of what America's students know and can do in various critical subject
areas like math, reading, writing, and science. Since 1969, assessments
have been conducted periodically in reading, mathematics, science,
writing, history, geography, the arts, and other fields.
This is a special-use database and The Heritage Foundation's Center
for Data Analysis is one of the small group of research institutions
nationwide certified by the U.S. Department of Education to access
primary NAEP data. In fact our leading education analyst, Dr. Kirk
Johnson, is very familiar with the database and loves helping journalist
make better sense of the data. By making information on student
performance-and instructional factors related to that performance-available
to policymakers and journalists at the national, state, and local
levels, NAEP is an integral part of the nation's evaluation of the
condition and progress of education.
NAEP does not provide scores for individual students or schools;
instead, it offers results regarding subject-matter achievement,
instructional experiences, and school environment for populations
of students (e.g., fourth-graders) and subgroups of those populations
(e.g., female students, Hispanic students). NAEP results are based
on a sample of student populations of interest.
If you're interested how your state tested compared with other states
or the national average this is new and ideal database for you.
Contact out experts and an added dimension of testing data will
be available to you.
For more information, contact: Dexter Ingram at 202-608-6227 or
at Dexter.Ingram@Heritage.org.
What
Do I Do Now? - A Few Hints for your First CARR Story
OK, you've just graduated Database 101 and you're really looking
forward to surprising your editor with a great CARR story. You want
a story that's unique so you FOIA a local government database that
you hope will provide your newsroom with quite a few data driven
stories. More often than not you'll come across a few pitfalls while
exploring your options. Here are a few hints that might make your
transition to a data driven CARR journalist a bit easier.
1) Be as specific as possible as to what you want regarding the
data.
- We've all
received data in a variety of formats, database, spreadsheet and
yes... even hard copy with no disk. If you can get the data in
spreadsheet or database format it will save you, your intern,
or a temp a lot of time. Instead of performing data entry on thousands
of records and then having to check a couple times for any possible
typos or other errors, you'll have your information in an already
easy to use format that can be imported to either Excel or Access
and then sorted and filtered accordingly.
- Make sure
you request a codebook to discern what some of the agency encryption
means. Often departmental codes are understood only by the agency
and are only gibberish to us non-governmental types.
2) Always make
a couple copies of the original dataset.
- Many of
us have learned the hard way to not work from the original dataset.
Just remember how long it took to get the data. Sometimes a FOIA
dataset could take months to arrive. Don't be so eager that you
work on the original and have no original reference in case of
a possible mistake.
3) Narrow the
scope of data to better fit your needs.
- If you have
a nationwide database and you're only interested in Montgomery
County, MD limit your dataset to just that. You can always compare
your local analysis to the nationwide numbers as well.
-
If you're only interested in a certain age range or income bracket,
filter out everything else. This is extremely useful when looking
at salaries over $100,000 or ages above 18 years old.
4) Don't be
afraid to ask for more data or clarification of something that
doesn't make sense initially.
5)
Don't be afraid to ask for help.
- If there
is a more experienced data driven journalist in your newsroom
ask for advice or assistance. If not, don't hesitate to email
the NICAR listserv or give us a call in Heritage's CARR center.
Hopefully this
will help you avoid many of the pitfalls a typical first time CARR
reporter falls prey to. Good luck and get started.
For more information, contact: Dexter Ingram at 202-608-6227 or
at Dexter.Ingram@Heritage.org.
Getting Started Mapping: "Mapping
the News," David Herzog's New Book of Journalism Case Studies
The majority
of journalist receiving this Hot Sheet have read or seen how much
mapping can add to any newsroom. While extremely useful, it can
be a bit overwhelming initially.
That transition
has just been made a bit easier. According to Stephen K. Doig, the
Knight Chair in Journalism at the Cronkite School of Journalism
and Mass Communication at Arizona State University:
"Mapping
the News is more than a how-to for journalists interested in GIS-it's
a convincing why-to. The well-illustrated case studies described
by author David Herzog show the power of GIS applied to a range
of compelling stories on disasters, elections, taxation, toxic waste,
drunken driving, and other issues important to readers. For those
ready to move beyond reporting anecdotes into analyzing data, this
book is a great introduction to a powerful new tool."
One Week Until the San Diego ESRI Journalism
Pre-Conference
ESRI, the company behind many mapping products, is hosting a GIS
in Journalism meeting July 6, 2003, at the San Diego Convention
Center in San Diego, California. Working journalists, academics,
and students are invited to attend the event, as well as the ESRI
International User Conference that follows, July 7-11.
The GIS in Journalism seminar will feature reporters who often use
mapping in their reporting, as well as graphics artists who visualize
news in compelling ways, and GIS professionals who create fascinating
data. There will be hands-on training, demonstrations of ESRI technology,
and tips on cartographic design at this event.
Reporters, editors, graphic journalists, and television producers
will find these sessions especially valuable whether they are new
to GIS or are more advanced users. For more information on the conferences
or registering at a special journalist rate, complete the registration
form [PDF-156 KB] and e-mail it to journalism_precon@esri.com.
Questions? E-mail Kris Goodfellow,
former New York Times writer and now ESRI media industry manager.
Access:
How to "Count," "Total," and "Group By"
You've just
made a query from two tables. One table listed all the licensed
restaurants in your city and another table listed all the health
code violations in your city. The relationship was made using the
restaurant license ID number as the link between the tables. Now
you want to find out how many times a restaurant was cited and what
was the total amount of its fines.
Complicated? Not if you follow these quick easy steps.
1. Go to the "Design" View of your Query by clicking the
top left icon on your screen. (blue triangle)
2. Next click the Sigma icon at the top of the page. It's identified
as "Totals" if you put your mouse over it. This adds a
new option/row labeled "Total" to the left of your data
fields.
3. Under the License ID number column, in the "Total"
row click "Count." You'll have to search through the drop
down options in the cell.
4. Under the Restaurant Name column, in the "Total" row
click "Group By."
5. Under the Fine column, in the "Total" row click "Sum."
6. Now click on the exclamation point at the top of your screen.
This is the run or execute function.
Now you should see all your data arranged in a way that counts every
time a license number is found, lists the restaurant's name, and
sums all its fines. All this is done within minutes.
For more information, contact: Dexter Ingram at 202-608-6227 or
at Dexter.Ingram@Heritage.org.
Spreadsheets
to Databases (e.g. Excel to Access)
The ability
to use different data applications depending on the need of the
project is something every CARR reporter understands and values.
Two of the most important, yet fairly basic, applications are Excel
and Access. Excel is great for making quick charts and writing formulas,
while access is very useful in combining tables into a query and
printing concise reports.
What if you want to reap the benefits of both products during your
analysis? You've luckily received your data in Excel, skillfully
performed a few semi-complicated formulas, and now want to import
the data into Access. No worries, the following should make it fairly
simple.
1. Open Access to the database you want to import your Excel table.
2. Under the "File" window, click "Get External Database"
and then click the extension "Import."
3. The "Import" window will appear.
4. First select "Microsoft Excel" in the "Files of
Type" drop down arrow on the bottom right of the box.
5. Next go to the drive directory in "Look in" drop down
arrow at the top right of the open window.
6. Highlight the spreadsheet you wish to import and click the "Import"
box on the right of the window.
7. The "Import Spreadsheet Wizard" will now appear.
8. First select the Excel worksheet you want to import. Make sure
it appears on the bottom of the window. Click "Next."
9. If your first row in Excel contains the column headings click
the box in the second window that asks that question. Again, the
bottom of the window will show you what the imported file will look
like. Click "Next."
10. The next step is to decide if you want to store your data in
a new table or an existing table. Click the box next to the desired
data site. Most of the time the new data should probably be stored
in a new table. Click "Next."
11. Next you're given the option to rename the column headings.
Once satisfied, click "Next."
12. Access will ask if you want a primary key added to the file
that will number each record and remain part of the file. If this
is done it's usually done while working in the original Excel Spreadsheet.
If you don't want it just click the box "No primary key."
13. The final step is to label your new table and hit "Finish."
Congrats, you're done. Now you can begin working on that query you
want. Good luck!
For more information, contact: Dexter Ingram at 202-608-6227 or
at Dexter.Ingram@Heritage.org.
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FAQ:
- Q
- Can mapping software help me query and perform analysis?
- A -
There are hundreds of ways to query and analyze your data.
You can query your data according to location, content,
proximity, and intersection. For example, you can add data
to maps to find the geographic factors that drive trends
and distributions or locations at which particular characteristics
coincide. (Such as sex offender's relationships to schools)
You can aggregate data geographically by summarizing it
based on areas such as census tracts, states, high crime
or accident areas. You will literally start to see things
in a new light. Furthermore, the output from one analysis
can be used as the input to the next analysis, enabling
you to create advanced geo-processing applications.
- Q -
If I am working in Excel and only want to print certain
portions of the spreadsheet what should I do?
- A -
The easiest way to avoid printing certain rows and columns
is by hiding the data. First, select the rows then right-click
on a highlighted border row and click Hide. You can make
the rows appear again by selecting the entire worksheet,
right clicking on a row and choosing Unhide.
- Q
- How can I get rid of those extra zeros in Excel spreadsheets?
- A
- Simply by clicking on Tools/Options/View and clicking
Hide.
- Q -
How can I easily navigate between several spreadsheets,
worksheets and Microsoft applications?
- A
- It's really simple. By using the hyperlink function (the
Globe and broken chain icon located on the toolbar) you
can instantly be redirected to the desired application.
Selecting the object or the cell on the spreadsheet, and
clicking on the "Globe" will create a link.
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For more information,
contact: Katie Jackson at 202-546-4400 ext. 5120 or at Katie.Jackson@thfintern.org.
"Mini"
Database 101 Boot Camps Available:
Summer's almost here and many newsrooms will soon be filled with
interns eager to learn all they can. It also means we're offering
"mini" Database 101 training days again. We're always
seeking new ways of providing CARR training for journalists in the
most convenient possible way. Last year, we conducted Mini -i.e.
condensed - Database 101 Boot Camps for journalism interns from
Knight Ridder Tribune News and Scripps Howard News Service.
These mini boot camps provide highly compressed half-day introductions
to Newsroom Uses of Excel and Access. This approach can be useful
as an introduction to CARR for skeptical and/or time-pressed newsroom
colleagues, too.
Also during 2002, we took the CARR Boot Camp on the road for the
first time, providing two days of training for eight editors and
reporters at the Army Times Publishing Co. Let us know if this sounds
like something for your organization to consider.
For more information, contact: Dexter Ingram at 202-608-6227 or
at Dexter.Ingram@Heritage.org.
2003
CARR Boot Camp Schedule at The Heritage Foundation
Computer-Assisted
Research and Reporting:
Database 101 | 201 Boot Camps
Each camp is limited to eight students and teaches practical, real-world
skills to help you find the news behind the PR stats and spin. Tuition
is free and there are a limited number of fellowships to assist
with travel and hotel expenses. Media organizations that do not
allow employees to accept fellowships or free training should consider
contributing to the IRE Endowment Fund instead as an alternative.
2003
September 19-20
November 14-15
Courses are taught by experienced CARR journalists and statistics
experts who have worked with editors, reporters and researchers
for such news organizations as AP, Scripps Howard News, Knight Ridder
Tribune News, USA Today and ABC News.
For more information about enrolling and schedules, contact Mark
Tapscott at 202-608-6155 or Mark.Tapscott@Heritage.org. |