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Create an overview of your project (3a) Create a shared "to-do" list (3b) Decide on communication strategies (3c) Make the license explicit (3d)

What not to do

We recommend against the "no commercial use" variations of the Creative Commons licenses because they may impede some forms of reuse. For example, if a researcher in a developing country is being paid by her government to compile a public health report, she will be unable to include your data if the license says "noncommercial". We recommend permissive software licenses rather than the GNU General Public License (GPL) because it is easier to integrate permissively licensed software into other projects; see chapter 3 in [ Shoe The BearAGNETE Ankle boots light grey 9GIfUaa
].

Make the project citable (3e)

Please cite this work as:

Morris, B.D. and E.P. White. 2013. "The EcoData Retriever: improving access to existing ecological data". PLoS ONE 8:e65848. Colmar OriginalsTRAVIS COLORS Trainers black/grey wYPEc0Hs

Organizing the files that make up a project in a logical and consistent directory structure will help you and others keep track of them. Our recommendations for doing this are drawn primarily from [ 2 , 3 ].

Put each project in its own directory, which is named after the project (4a) Put text documents associated with the project in the doc directory (4b) Put raw data and metadata in a data directory and files generated during cleanup and analysis in a results directory (4c) Put project source code in the src directory (4d)

Box 2. Example of a "runall" script

TEMP_DIR = ./temp_zip_files

echo "Packaging zip files required by analysis tool…"

mkdir $(TEMP_DIR)

./src/make-zip-files.py $(TEMP_DIR) *.dat

echo "Analyzing…"

./bin/sqr_mean_analyze -i $(TEMP_DIR) -b "temp"

echo "Cleaning up…"

rm -rf $(TEMP_DIR)

Put compiled programs in the bin directory (4e)

Scripts versus programs

We use the term "script" to mean "something that is executed directly as is" and "program" to mean "something that is explicitly compiled before being used". The distinction is more one of degree than kind—libraries written in Python are actually compiled to bytecode as they are loaded, for example—so one other way to think of it is "things that are edited directly" and "things that are not edited directly".

External scripts

If src is for human-readable source code and bin is for compiled binaries, where should projects put scripts that are executed directly—particularly ones that are brought in from outside the project? On the one hand, these are written in the same languages as the project-specific scripts in src ; on the other, they are executable, like the programs in bin . The answer is that it doesn't matter, as long as each team's projects follow the same rule. As with many of our other recommendations, consistency and predictability are more important than hairsplitting.

Name all files to reflect their content or function (4f)

The net result of these attitudes is that men are divided in their self-identification -- 47% pro-life and 46% pro-choice, while women tilt toward describing themselves as pro-choice, 50% to 44%.

Among College Graduates, Women More Likely to Favor Abortion Being Legal

Educational attainment is a significant predictor of Americans' position on abortion, with college graduates more likely than those with less education to favor abortion being legal in all circumstances.

There has been and continues to be a significant gender gap on this measure among college graduates, with female graduates more likely than male graduates to favor abortion being legal in all circumstances. This pattern has been constant over the past decades, despite modest fluctuations in the overall percentages favoring legalized abortion. Most recently, over the past four years, 42% of female college graduates have chosen the "legal in all" alternative, versus 32% of male college graduates.

Over the past four years, only one or two points have separated the percentages of men and women with some college education, as well as men and women with a high school education or less, who support abortion being legal in all circumstances. In prior years, the gap was slightly larger.

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Implications

There are significant gender gaps on a number of political and social issues in American society today, including political party identification, presidential job approval, views of the death penalty, and views of the moral acceptability of pornography, stem cell research, marijuana and cloning animals -- but abortion is not one of these issues. Women are slightly more likely to favor abortion being completely legal and slightly more likely to personally identify as pro-choice than men are, but these differences are quite small -- as has generally been the case for decades.

One exception to this pattern occurs within the ranks of Americans with college degrees, with female college graduates over the years consistently more likely than male graduates to favor completely legal abortion. Gender differences among those with less formal education are much smaller.

Other Kennel SchmengerFLOW Trainers nebb/blau/ocean IRgNwgx5
shows that abortion attitudes differ significantly along political and ideological dimensions, and by age, the latter the topic of a forthcoming Gallup analysis.

Survey Methods

Results for this Gallup poll are based on telephone interviews conducted May 1-10, 2018, with a random sample of 1,024 adults, aged 18 and older, living in all 50 U.S. states and the District of Columbia. For results based on the total sample of national adults, the margin of sampling error is ±4 percentage points at the 95% confidence level. All reported margins of sampling error include computed design effects for weighting.

Each sample of national adults includes a minimum quota of 70% cellphone respondents and 30% landline respondents, with additional minimum quotas by time zone within region. Landline and cellular telephone numbers are selected using random-digit-dial methods.

Learn more about how the Gallup U.S. Poll works.

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