I want to travel round the series index
In [44]: type(ed1)
Out[44]: pandas.core.series.Series
In [43]: for _, row in ed1.iterrows():
...: print(row.name)
and I get this error:
AttributeError: 'Series' object has no attribute 'iterrows'
Does series has any methods like iterrows?
iteritems() function iterates over the given series object. the function iterates over the tuples containing the index labels and corresponding value in the series.
We can use s. iteritems() on a pd. Series objects to iterate on it. loc and iloc are two useful and commonly used Pandas methods.
Series
objects define an iteritems
method (the data is returned as a iterator of index-value pairs.
for _, val in ed1.iteritems():
...
Alternatively, you can iterate over a list by calling tolist
,
for val in ed1.tolist():
...
Word of advice, iterating over pandas objects is generally discouraged. Wherever possible, seek to vectorize. To that end, I recommend taking a look at my answer to How to iterate over rows in a DataFrame in Pandas? which discusses better alternatives to iteration.
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