What is the difference between Numpy and Pandas in Python ? | Neeraj Sharma

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Diifference between Numpy and Pandas in Python

To understand the difference between two you need to understand what is numpy and what is pandas? And what is the purpose of them. Let’s understand one by one:
What is numpy?
Numpy means numerical python
It's the short form of numerical python

Why do we use it?
If you want to do any array based or matrix based computation, calculation and data analysis then it is better to use numpy

How it could be helpful?
you can do complex calculations very easily with the help of numpy, for example:
- If you want to multiply or add two or more arrays, you need not to run any loop, using numpy you can just multiply or add them like any other scalar entity:
c=a+b

Similarly you can perform any element wise operations easily without using any loop with the help of numpy.

What is Pandas?
Pandas stands for “Python Data Analysis". It is most popular tool(python package) to do the data cleaning and analysis fast and easy.

Similarities in numpy and pandas
pandas adopted many coding styles from NumPy. Pandas also use the same style of working as the numpy uses it gives preference for data processing without loops

Difference between numpy and pandas:

#1
- Numpy works with arrays
- While pandas works with data frames and series

#2
- NumPy is best suited for working with homogeneous i.e same kind of data
- While Pandas is best suited for working with tabular or heterogeneous i.e different kind of data

#3
You need to import numpy package to use numpy, like:
import numpy as np

You need to import pandas package to use pandas, like:
import pandas as pd

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I was looking for a video with short lenght just go get the idea and this video is best, i think i will also share this with my team mates to prefer this kind of videos ✌️

shubhamgaur
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I was literally searching for 'What is Pandas', I found this one, Really superb 👌👌 man

royaljd
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Nice, straight to the point, and clear. Thanks bro

keifer
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Thanks man. You have cleared my confusion.

khaledmahmudsadman
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Wow useful info in minimum time ! Thanku so much...🙏
Plz continue...

madhuvantiwaghmare
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It would be much appreciated if the recommended videos do not block the screen at the end of the video

silverstreet
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can you please make vides on data manipulation in pandas

maheshkadari
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Informative video 😎
But background music is not good 😬

abhisinghal
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Can you do something similar to explain the SVM concept and SVC, SVR?

sridharyamijala
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Thank you brother. Really helps me a lot

parthmakwanapm
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Thank u so much, it's very helpful😊

ANJALIKUMARI-bcvc
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Very nice .. thanks a lot.. I suggest you also please make live than showing text to make your channel get monetization

viswanathparigisree
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Pandas stand for PANel DAta -> the dataframes

HumpyMukherjee
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Could have been a better video without music

vt
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Ye Jo aise videos k pehle add aati h "Bhai suna h job chor k coding sikhne Wala h".... Ye kya bakwas h??? Jab coding ni aati thi to job kaise kagi? Or coding job k baad? Ye to wahi baat ho gai pehle goli maar di fir pucha ki is taraf se the ya us taraf se

ritumahto