What is Pandas? Why and How to Use Pandas in Python

[@gilesmcmullen]

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[@srikanthdama8895]

Dear @python programmer I am a pharmacy graduate I'm interested in python and is there is any scope for getting transferred to python from pharmacy background

[@blakehunsicker9458]

I love the way you did this overview -- showing it in action in a notebook is the best way to see how things work. Thank you so much for this.

[@nishikantbawache3390]

The fact that he got straight to the point. Earned him a sub👍.

[@StorytellerDan]

Doing a Bootcamp right now that redirected me to this video - I am BRAND NEW TO ¨EVERYTHING¨ in data so still find ALL of it HUGELY overwhelming but at least YOUR overview showed the What, why and how FAR better than what I've been shown so far. Thanks.

[@johnregis5320]

9:01 , yes, you've might only scratched the surface, but just in a few minutes you have shown many ways PANDAs can be useful for my analyses. Thanks a lot my friend!!!

[@stevenvasquez7726]

^ I agree with John. Thank you for the insights!

[@lewisyaworski8962]

Clean and tidy data sets, I like it! I remember learning pivot tables to help organize relevant info, but this approach seems much more intuitive and easier to edit in real time.

[@default_user_not_found]

The production value of these videos is incredible :O I feel like I'm getting access to a paid course for free.

[@gilesmcmullen]

Thanks very much. I really appreciate that! I put a lot of effort into trying to ensure that the videos are as well produced as possible :-)

[@ahmadsaeed7875]

@@gilesmcmullen can you plz add the the link to download that titanic dataset...??

[@expat2010]

@@gilesmcmullen Do you really think having music playing the background over a lecture is helpful? It's not - it's distracting.

[@pandatobi5897]

@@expat2010 for you maybe, but i feel that some people (myself included) enjoy it. as long as it's not too loud it really doesn't distract from the actual material.

[@cawag98]

Yes, but the background music is unneeded and unhelpful.

[@_matis_]

i am learning how to code and always thought it was hard...things like this give me hope.just type command x and you'll get output y.i know,i know...programming is still hard and not as simple as i wrote it...but like i said,it gives me hope and it doesn't make me feel so stupid.thank you for demonstrating things in a few simple examples

[@duncankganderson]

was turned off by your numpy vid but glad i gave you another chance with this vid - a lot clearer and much more helpful

[@edwardkurti9273]

Dude i'm new on data science i use your videos as a boost to my studies when I need to understand something that I'ts not yet clear to me from my classes. Thank you very much for this!

[@samanthkumar6090]

I love your videos man! Straight on point, no lag, edgy humour, and enthusiastic Keep up the good work

[@matheuslemossilva5016]

I've never heard of this before, i'm working with data analysis and this can be very useful for me, thanks for the video.

[@TheAgentTexas]

This just makes sense. Like, it just makes sense. Like its so simple and powerful at the same time. And with the full power of python at your fingertips as well.

[@Dfrogman]

This video has me so amped up to learn Python I’ll pay anything for that course!

[@matasuki]

The crazy thing is all this info is free. The power of data is in our hands. Wow I just did most of this in a code bootcamp precourse prep. Subscribed I'm watching everything on this channel

[@TheBIMCoordinator]

This was great. Using actual common data and showing an example project is a great way to teach this. I have been trying to wrap my head around Pandas for weeks. Great vid, hope to see more!

[@nicolaschinchon3403]

i youtubed "pyton and pandas" and got this mindblowing video! thanks

[@francienberry5974]

I listened to the first 1.23 minutes and decided this guy is someone I wanted to listen to: I subscribed!

[@TheEmperorXavier]

I feel and know I am very late with this, however when you go on popular programming tutorials on KZbin and they tell you what you can do with Pandas, this guy shows you what it is and gives a simple example that blows my mind. I'm sitting in the dark and I'm upset but blown away..Great job

[@pumpkinhooch]

Fantastic refresher, and conveniently the same dataset from when I first learned Pandas with Jupyter in school. Felt a light bulb go off seeing this

[@satriasuria877]

Thanks man! I found what I was looking for just by reading the last line of code at 1:48. I was figuring out how to select rows conditionally. Keep up the good work!

[@kaidakine8008]

This tutorial is giving me better knowledge than a course I had paid tones of money for.

[@denizgursoy672]

This is the most fun video i have ever watched about pandas/python libraries

[@monikaradecka7061]

Great description of Panda. Thank you for this video :)

[@tanyakonono9074]

Love this. My first Python tutorial

[@vininitdgp]

Superb explaination It's been more than 1 month I was struggling to understanding what exactly is python but this 10 min video really helped Thanks again

[@tomaszwitkowski9545]

I spent three hours for in-depth understanding this functions and thanks to you I have learnt Pandas' fundamentals :D Python beginner

[@shibinsivanandan7882]

Hi.... Good presentation class never seen ever.... Clarity presentation..... On the best class in my life..... All the best..... God bless you.....

[@liamdillon9465]

Really great video, thank you ever so much for posting! Loved your communication style and examples. Subbed! PS I didn’t mind the music at all, very fresh style

[@pipertripp]

This was great. I found that 10 minute guide before watching this. It's nice and succinct.

[@jamshaidmushtaq1811]

Wow! This is a great launchpad to learn data visualization with Python!

[@digitaljimmy123]

This is great, thank you for showing us this! I'm in the process of learning python right now and I am excited to use Pandas for data analysis.

[@nanaaddo-obiri3011]

how is the python learning going ?

[@charlesvanderhoog7056]

In 2016 I was programming in Python something that is now Pandas. I wished I had known about Pandas then. I am amazed at how much Python has developed and how many libraries there are now to choose from.

[@shaikusman536]

Very good Content brother.....Respect from INDIA.....

[@Vikram_Maran]

The live Example is Awesome......

[@heatherjovanelli4073]

Love the content here. Good lecture. Clear and concise. Thanks!

[@jmp0207]

Great introduction to Pandas! Thanks for another great video!

[@thomasbates9189]

Your video did inspire me to go learn pandas. I knew it was valuable before watching your video but it definitely made me want to work with it! Thank you for making this great video!

[@dipteshpandey7083]

WOW THANK YOU FOR PRESENTING IT WITH SUCH AN EASY FLOW AND SIMPLE LANGUAGE.

[@ateeqahmad]

Brother, I just wanted to drop a thank you note! This is a great tutorial for beginners! May your knowledge ever increase!!!

[@zenmonke]

Awesome ! Highly underrated video.

[@memanuel0109]

Wow, this was incredible. Well done and thank you!

[@mehlam2]

This was fantastic. Clear and concise. Thanks!

[@gilesmcmullen]

You're very welcome 🙂

[@jeankmeow4422]

You are a lot better than my PhD prof...!

[@kristianrosenqvist8594]

This video is so good it's giving me chills. I feel so inspired now, and I'm so happy I found this channel! Can't wait to get started with Pandas!

[@CrypticConsole]

But can the graphs be used in a younger guy? Edit : tkinter GUI? LOL

[@sustainability.s]

Excellent video. In a short video capabilities of pandas shown in a fluent way 👍

[@aminurrahmanashik2786]

Wow,It's an awesome explanation about the importance of Panda in data science. Looking forward to the next one!

[@AduahSamuelC]

I am happy with your teaching. I hope to learn and become so good just like you.

[@FredericBiondi]

I'm in love with your way of explaining things

[@jeffgalef121]

Fantastic video; it was exactly what I was looking for. Just FYI, the background music was highly distracting.

[@gilesmcmullen]

Thanks for your comment; really pleased it was useful. I'm dispensing with the music: I think it's been universally hated by viewers! I only put it on because I was new to making these sorts of videos and everything I watched and read about how to create KZbin content advised adding music!

[@rainmakr9555]

@@gilesmcmullen music is fine. just when ur actually doing the programming it becomes a distraction. u can either lower the volumn down or just use it when ur talking directly to the viewers.

[@zerge69]

@@gilesmcmullen ignore that advice; music only creates unecessary cognitive load on the very limited working memory that humans have.

[@sammyasher]

@@gilesmcmullen I think it could work with music, just something a little different, more patterned for the rhythm of the task itself

[@norvusordoseclorum]

The music is great it's also at a low volume

[@siosaiavaihola3252]

fantastic bro, beyond words you're life saver, best for you

[@aike.h.2323]

Man awesome video. I never really used pandas as I never knew how powerfull it really is. Your video just demonstrated that perfectly

[@amiramahmoud2889]

Where has this channel been?! Thank you a lot!

[@kurtymaccheese9523]

Best video so far

[@gunarlin9442]

Thank you for a short but really good preview about panda... I will certainly use your videos to learn more about python...

[@VarunSharma-pn8jo]

background Music is really annoying when someone is trying to learn new concepts once needs full concentration.. just FYI

[@citizenlost]

Agreed. no need for it.

[@danivicario]

Agreed. I'd enjoy much more the video without the music. Thanks a lot

[@sam-001]

FYI MEAN??M

[@armana.3345]

@@sam-001 FYI -> For Your Information

[@esphilee]

I think it is ok. Without the music I would fall asleep.

[@krzychaczu]

Wow! This is incredible, I cannot wait to try it out!

[@blankmedia01]

Brilliant content look forward to learning how to use pandas

[@qeithwreid7745]

Hi Giles. Just so you know, Inlearned python lathes with the official docs, some CS friends and your 2 hour video. I have ended up doing k-nn on something and soon I want to apply a genetic algo and I am thinking about a higher degree in CS. So I feel I am going deep now. Anyway point is when I was doing some gnarly munges I came back to this excellent explanation of pandas.

[@meehanfp]

Wow! After seeing this, I can’t stop my brain from getting new ideas. Thanks for sharing!

[@SharonBukaya]

Really helpful. Thanks

[@vishank7]

This is sooo neat! Amazing work💎

[@digigoliath]

Great stuff here. A great "How to get Started" intro video for anyone new to Pandas. More importantly, it is straight to the point with no time wasted. Keep up the good work Sir Giles!

[@smolboyi]

I loves the dater analysis!

[@rajaspydey]

You look 240p in 1080p video 😂 other than that, nice shot video. Straight to the point. I just started learning to code & wanted to quickly see what’s pandas. And I ended up knowing more than that in 10min. 👍🏽

[@CristianBittel]

Great explanation about the power in pandas!

[@rock78785]

This is a short but crisp explanation.......Let me ask you a question......I am Learning Python and want to move to data science but not from an engineering or stats background, will it hurt my prospectives in future after learning the tools.

[@mosama22]

Thank you so much for the beautiful video :-) This really was a very good start, just the music in the back was little bit annoying, but really thank you :-) :-) :-)

[@nafiulhaque5585]

Very helpful for me. I am in the very begining statge of Python. Please upload this kind of videos more.

[@NobleSteed00]

When you said it was a titanic spreadsheet I thought it was a petabyte in size.

[@daveoatway6126]

Nice explanation, and epic enthusiasm!

[@MachineLearningPro]

Excellent video, good job!

[@rohitshukla7051]

Nice One Giles, Luved yr video

[@helminenjuha]

Thanks a lot! Please do consider whether the music backtrack is necessary.

[@tzauron]

Personally I like it! It helped me focus 🤣

[@SumitKumar-co2pm]

It wasn't loud at all

[@TreBlass]

It sets the rhythm well.

[@skoto8219]

Without music is always the way to go, viewers can play their own music in the background if they want

[@eoghainlebioda1396]

Leaving a like for getting straight to the point..hate when people beat around the bush

[@mmobini1803]

Excellent video. Thank you!

[@miguelfernandes657]

Great video! Thanks for the explanation!

[@dutchjay1515]

Great Brief Intro Video ! Pandas Quick EZ But Dirty　!! Thankx !! eg Stock Price stddev plot BUT CANNOT Interactively move through the PLOT as you would say in Excel ie Yes Pandas could no doubt with line of code find the Max & Min or Other points & Areas of Interest BUT OFTEN we data Analysts like to get a feel for the NEIGHBOURHOODs of Interest which Pandas DOES NOT do ! But great for Quick (dirty) Initial Analysis perhaps ...besides that Plots in XL are pretty simple & Quick when they work ie for Large Data sets Excel Plots OFTEN run into various problems as a DIRECT CONSEQEUNCE of OFFERING Real Time Interaction Possibilitys.... ie RT change a SPECIFIC Cell OR SPECIFIC RANGE OF VALUES Value (outlier / error etc) manually & Change the PLOT in Real Time BUT then as a VBA Excel Programmer Once You know those Tools nothing compares except for the CUSTOM Programs NECESSARY for Advanced Math Stat Calculations to tack on to XL etc Given NP Complete Theorems MOST (not ALL?) Fully Logical tools are essentially Equivalent eg ALL 3G Programming Languages or ALL Full Calculii so Horses for Courses just my 2 cents

[@GeorgeLenoHolmesJr]

'You don't need to learn Pandas' it just makes analysis easier.

[@avaolsen1339]

than you for this fantastic free tutorial! One suggestion: Is it possible to turn off the background music?

[@aasadeeq5508]

A very interesting and useful video. thank you for the infor

[@MrTonythestar]

Your videos are brilliant! Thank's for your time and effort. I think I'll start learning python soon.

[@franqkahindi]

Such good content.simple and very very good for learners

[@justintime1746]

That intro was very direct Watch to find out why

[@kishoreyc]

Thank you. that helps start my python journey.

[@hughjazz8416]

The music is ok, just a little too loud. But great video!

[@ganeshbala]

👍🏽 Great stuff! Terrific content and teaching style . Thank you, Giles!!

[@HagamosLoImposible]

Thanks for this content, i am so greatfull... my respects from Argentina

[@sudippandit1]

You videos are awesome! We hope complete tutorials in Pandas as well. Thank you for this.

[@albertcieplinski]

Great job and quality content!

[@sidstam]

Thank you for a great intro to pandas.

[@mikepublic111]

I wish this tool had been available ten years ago.

[@DrewArdner]

First initial release of pandas came out in 2008, so it would’ve been available at the time 😀

[@mervynetienne]

Really sound videos .. really humorous as well..

[@dianakapoor2010]

It's great 👍 keep going

[@sokmalinowy6038]

great production value

[@lawrencedoliveiro9104]

Pandas does not exist in a vacuum: it is a powerful Free Software tool built on a whole bunch of other powerful Free Software tools, like Numpy, Matplotlib, Jupyter, and of course Python itself.

[@marinalemosscaeiro255]

Great video! Congratulations

[@setha9818]

Really helpful, thanks very much !

[@quotelive613]

This is really helpful

[@nonoaziz8993]

Brilliant! Thx for making this useful & valuable video 👍.