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How to iterate over rows in a DataFrame in Pandas

... 2951 DataFrame.iterrows is a generator which yields both the index and row (as a Series): import pa...
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Convert pandas dataframe to NumPy array

... edited May 10 '19 at 22:50 cs95 231k6060 gold badges390390 silver badges455455 bronze badges answered May 5 '16 at 5:29 ...
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Get operating system info

.../win98/i' => 'Windows 98', '/win95/i' => 'Windows 95', '/win16/i' => 'Windows 3.11', '/macintosh|mac os x/i' => 'Mac OS X', '/mac_powerpc/i' ...
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Creating an empty Pandas DataFrame, then filling it?

... answered Jun 25 '19 at 2:51 cs95cs95 231k6060 gold badges390390 silver badges455455 bronze badges ...
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Matplotlib tight_layout() doesn't take into account figure suptitle

...e very tight_layout call as follows: fig.tight_layout(rect=[0, 0.03, 1, 0.95]) As it's stated in the documentation (https://matplotlib.org/users/tight_layout_guide.html): tight_layout() only considers ticklabels, axis labels, and titles. Thus, other artists may be clipped and also may overlap...
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Select by partial string from a pandas DataFrame

... answered Mar 25 '19 at 9:58 cs95cs95 231k6060 gold badges390390 silver badges455455 bronze badges ...
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Compute a confidence interval from sample data

...as np import scipy.stats def mean_confidence_interval(data, confidence=0.95): a = 1.0 * np.array(data) n = len(a) m, se = np.mean(a), scipy.stats.sem(a) h = se * scipy.stats.t.ppf((1 + confidence) / 2., n-1) return m, m-h, m+h you can calculate like this way. ...
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Force R not to use exponential notation (e.g. e+10)?

... format(1e6, scientific=FALSE) returns "1000000" while as.character(1e6) returns "1e+06", so there is a difference between the two methods. – mickey Dec 4 '18 at 18:24 ...
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Is there a simple way to delete a list element by value?

...y, numpy data in Cython. [@Gill's answer is O(n*n) unnecessarily (compare 1e6 and 1e12 – you don't want to risk the latter). while 1: L.remove(value) and return on ValueError might work well with a few values or small lists in CPython. – jfs Aug 23 '14 at 2:...
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What is the difference between $(command) and `command` in shell programming?

... July 2014: The commit f25f5e6 (by Elia Pinto (devzero2000), April 2014, Git 2.0) adds to the nesting issue: The backquoted form is the traditional method for command substitution, and is supported by POSIX. However, all but the simplest uses beco...