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How to make rounded percentages add up to 100%
...ents[i], rounded[i] + 1) - error_gen(percents[i], rounded[i]), i) for i in range(n)]
rank = sorted(errors)
for i in range(up_count):
rounded[rank[i][1]] += 1
return rounded
>>> round_to_100([13.626332, 47.989636, 9.596008, 28.788024])
[14, 48, 9, 29]
>>> round_...
Resetting generator object in Python
...ntil StopIteration and 2) it doesn't wotk with any generator (for instance range)
– Eric
Sep 2 at 16:49
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pandas: How do I split text in a column into multiple rows?
....DataFrame(['a b c']*100000, columns=['col']);
print pd.DataFrame(dict(zip(range(3), [df['col'].apply(lambda x : x.split(' ')[i]) for i in range(3)]))).head()"
The second simply refrains from allocating 100 000 Series, and this is enough to make it around 10 times faster. But the third solution, w...
Calculate the median of a billion numbers
...erform a modified merge, in which it finds the least of all those top-of-a-range values, then tells all the sorting machines what it was, so that they can (a) tell the control machine how many values to "count" below that value, and (b) resume sending their sorted data from that point.
More general...
Add column with constant value to pandas dataframe [duplicate]
...nment is broadcasted by pandas for each row.
df = pd.DataFrame('x', index=range(4), columns=list('ABC'))
df
A B C
0 x x x
1 x x x
2 x x x
3 x x x
df['new'] = 'y'
# Same as,
# df.loc[:, 'new'] = 'y'
df
A B C new
0 x x x y
1 x x x y
2 x x x y
3 x x x y
...
Remove non-ascii character in string
...
ASCII is in range of 0 to 127, so:
str.replace(/[^\x00-\x7F]/g, "");
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How to extract the n-th elements from a list of tuples?
...slower than the list comprehension:
setup = 'elements = [(1,1,1) for _ in range(100000)];from operator import itemgetter'
method1 = '[x[1] for x in elements]'
method2 = 'map(itemgetter(1), elements)'
import timeit
t = timeit.Timer(method1, setup)
print('Method 1: ' + str(t.timeit(100)))
t = timeit...
How do I concatenate two lists in Python?
...umming iterables into a
list, such as my_list + list(my_tuple) + list(my_range) which is now
equivalent to just [*my_list, *my_tuple, *my_range].
So while addition with + would raise a TypeError due to type mismatch:
l = [1, 2, 3]
r = range(4, 7)
res = l + r
The following won't:
res = [*l,...
Set markers for individual points on a line in Matplotlib
...lot.
For example, using a dashed line and blue circle markers:
plt.plot(range(10), linestyle='--', marker='o', color='b')
A shortcut call for the same thing:
plt.plot(range(10), '--bo')
Here is a list of the possible line and marker styles:
================ ===========================...
Understanding generators in Python
...describe certain common types of generators:
>>> g = (n for n in range(3, 5))
>>> next(g)
3
>>> next(g)
4
>>> next(g)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
StopIteration
Note that generator expressions are much lik...