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Data Analysis and Visualization in Python for Ecologists

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given that this episode is the only one that uses python directly from the command line, it might be worth making where the transition to jupyter should occur more clear...

status:refer to cac

Issue #497 : Removed repeated line of code "rev = {'first': 'one', 'second': 'two'}".

Feedback on ep3 - pandas.read_csv is mostly used and could be introduced more with its options, e.g. index_col and header. An option of "index_col=0" could be useful here. If space...

The following code is used twice: `rev = {'first': 'one', 'second': 'two'}` This appears to be a typo. Suggestion to remove the second one.

These options are all mentioned in the setup episode, but no instruction is given. The output suggests this should be followed interactively, given `print` isn't required to print a variable...

I'm a member of The Carpentries Core Team and I'm submitting this issue on behalf of another member of the community. In most cases, I won't be able to follow...

- I felt like `nunique` was arbitrarily (re)introduced when it was necessary. It wouldn't be top-of-mind for students solving problems. - The lesson answers need to be adjacent to the...

type:enhancement
good first issue

The [merging lesson](http://www.datacarpentry.org/python-ecology-lesson/04-merging-data/) has the following code excerpt: ```python # read in first 10 lines of surveys table survey_sub = surveys_df.head(10) # grab the last 10 rows survey_sub_last10 = surveys_df.tail(10)...

help wanted
type:clarification

In episode 5, the first few rows of the `surveys.csv` table show as: ``` record_id month day year plot species sex hindfoot_length weight 0 1 7 16 1977 2 NA...