Introduction To Series In Pandas

Опубликовано: 27 Июнь 2022
на канале: Analytics School

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Series in a one-dimensional array like object containing a sequence of values in Pandas.

In this session, we will discuss about the basic functionality such as head, tail, shape, size and various other methods to look into a series. Moreover, we will discuss how to extract an element from a series or to how to subset a series in pandas using various method such as using square bracket notation, boolean indexing, loc and iloc method.

Chapters:
00:00 - Introduction
00:37 - Data Structures In Pandas
01:32 - Parameters Vs Arguments
02:50 - Creating Series Using List
05:14 - Creating Series Using Dictionary
08:37 - About Series Methods & Attributes
10:40 - Head & Tail Method
11:48 - Size Method
14:12 - Dtype Method
15:15 - Info Method
16:20 - Describe Method
18:37 - Introduction To Access & Extract Elements From Series
20:00 - Access & Extract Elements Using Square Bracket Notation
29:53 - Access & Extract Elements Using Dot Notation
34:00 - Access & Extract Elements Using Boolean Mask
37:05 - Access & Extract Elements Using Get Method
44:48 - Access & Extract Elements Using LOC & ILOC Method

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