@@ -43,20 +43,20 @@ mean it is easier for new members of the community to get up to speed.
4343- ** Reproducibility:**
4444Reproducibility is the ability to obtain the same results using the same dataset(s) and analysis.
4545
46- Data analysis written as a Python script can be reproduced on any platform. Moreover, if you
47- collect more or correct existing data, you can quickly re-run your analysis!
46+ Data analysis written as a Python script can be reproduced on any platform. Moreover, if you
47+ collect more or correct existing data, you can quickly re-run your analysis!
4848
49- An increasing number of journals and funding agencies expect analyses to be reproducible,
50- so knowing Python will give you an edge with these requirements.
49+ An increasing number of journals and funding agencies expect analyses to be reproducible,
50+ so knowing Python will give you an edge with these requirements.
5151
5252- ** Versatility:**
5353Python is a versatile language that integrates with many existing applications to enable something
5454completely amazing. For example, one can use Python to generate manuscripts, so that if you need to
5555update your data, analysis procedure, or change something else, you can quickly regenerate all the
5656figures and your manuscript will be updated automatically.
5757
58- Python can read text files, connect to databases, and many other data formats, on your computer or
59- on the web.
58+ Python can read text files, connect to databases, and many other data formats, on your computer or
59+ on the web.
6060
6161- ** Interdisciplinary and extensible:**
6262Python provides a framework that allows anyone to combine approaches from different research
@@ -125,8 +125,8 @@ Programming is a multi-step process that involves the following steps:
1251254 . Testing, validating, and adjusting implemented solution.
126126
127127While _ "Programming"_ refers to all of the above steps,
128- _ "Coding"_ refers to step 3 only: _ "Implementing the solution in a specific computer language"_ . It's
129- important to note that _ "the best"_ computational solution must consider factors beyond the computer.
128+ _ "Coding"_ refers to step 3 only: _ "Implementing the solution in a specific computer language"_ . It's
129+ important to note that _ "the best"_ computational solution must consider factors beyond the computer.
130130Who is using the program, what resources/funds does your team have for this project, and the available
131131timeline all shape and mold what "best" may be.
132132
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