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

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  • čas přidán 5. 09. 2024

Komentáře • 419

  • @gilesmcmullen
    @gilesmcmullen  Před 4 lety +35

    👌 Want to ace the Data Science Interview? Over 1000 Data Science Practice Questions with model solutions: bit.ly/30ul0nX

    • @srikanthdama8895
      @srikanthdama8895 Před 4 lety +1

      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

  • @default_user_not_found
    @default_user_not_found Před 6 lety +332

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

    • @gilesmcmullen
      @gilesmcmullen  Před 6 lety +97

      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
      @ahmadsaeed7875 Před 5 lety +10

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

    • @expat2010
      @expat2010 Před 4 lety +11

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

    • @pandatobi5897
      @pandatobi5897 Před 4 lety +26

      @@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
      @cawag98 Před 4 lety +9

      Yes, but the background music is unneeded and unhelpful.

  • @nishikantbawache3390
    @nishikantbawache3390 Před 4 lety +44

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

  • @blakehunsicker9458
    @blakehunsicker9458 Před 4 lety +23

    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.

  • @lewisyaworski8962
    @lewisyaworski8962 Před 3 lety +18

    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.

  • @johnregis5320
    @johnregis5320 Před 3 lety +5

    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!!!

  • @matheuslemossilva5016
    @matheuslemossilva5016 Před měsícem +1

    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.

  • @_matis_
    @_matis_ Před 4 lety +3

    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

  • @edwardkurti9273
    @edwardkurti9273 Před 2 lety +1

    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!

  • @duncankganderson
    @duncankganderson Před 3 lety +1

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

  • @StorytellerDan
    @StorytellerDan Před 7 měsíci

    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.

  • @TheAgentTexas
    @TheAgentTexas Před 4 lety +2

    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
    @Dfrogman Před 3 lety +3

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

  • @TheBIMCoordinator
    @TheBIMCoordinator Před 5 lety +9

    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!

  • @matasuki
    @matasuki Před 4 lety

    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

  • @jeffgalef121
    @jeffgalef121 Před 5 lety +87

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

    • @gilesmcmullen
      @gilesmcmullen  Před 5 lety +32

      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 CZcams content advised adding music!

    • @rainmakr9555
      @rainmakr9555 Před 5 lety +9

      @@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
      @zerge69 Před 4 lety +5

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

    • @sammyasher
      @sammyasher Před 4 lety +1

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

    • @norvusordoseclorum
      @norvusordoseclorum Před 4 lety +3

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

  • @samanthkumar6090
    @samanthkumar6090 Před 4 lety +21

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

  • @pumpkinhooch
    @pumpkinhooch Před 6 měsíci

    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

  • @digitaljimmy123
    @digitaljimmy123 Před 3 lety +4

    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.

  • @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.

  • @nicolaschinchon3403
    @nicolaschinchon3403 Před 4 lety

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

  • @vininitdgp
    @vininitdgp Před 5 lety +1

    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

  • @shibinsivanandan7882
    @shibinsivanandan7882 Před 4 lety

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

  • @TheEmperorXavier
    @TheEmperorXavier Před 4 lety +1

    I feel and know I am very late with this, however when you go on popular programming tutorials on CZcams 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

  • @francienberry5974
    @francienberry5974 Před 2 lety

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

  • @kaidakine8008
    @kaidakine8008 Před 4 lety

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

  • @rock78785
    @rock78785 Před 5 lety +1

    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.

  • @liamdillon9465
    @liamdillon9465 Před 3 lety +2

    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
    @pipertripp Před 5 lety +3

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

  • @monikaradecka7061
    @monikaradecka7061 Před 5 lety +9

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

  • @tomaszwitkowski9545
    @tomaszwitkowski9545 Před 5 lety

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

  • @Vikram_Maran
    @Vikram_Maran Před 2 lety

    The live Example is Awesome......

  • @VarunSharma-pn8jo
    @VarunSharma-pn8jo Před 4 lety +150

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

    • @citizenlost
      @citizenlost Před 3 lety +6

      Agreed. no need for it.

    • @danivicario
      @danivicario Před 3 lety +1

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

    • @sam-001
      @sam-001 Před rokem +1

      FYI MEAN??M

    • @armana.3345
      @armana.3345 Před rokem +2

      @@sam-001 FYI -> For Your Information

    • @esphilee
      @esphilee Před rokem

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

  • @denizgursoy672
    @denizgursoy672 Před 5 lety

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

  • @sustainability.s
    @sustainability.s Před 2 lety

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

  • @thomasbates9189
    @thomasbates9189 Před 2 lety

    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
    @dipteshpandey7083 Před 5 lety +1

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

  • @satriasuria877
    @satriasuria877 Před 4 lety

    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!

  • @avaolsen1339
    @avaolsen1339 Před 4 lety +2

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

  • @shaikusman536
    @shaikusman536 Před rokem

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

  • @NobleSteed00
    @NobleSteed00 Před 4 lety +12

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

  • @jamshaidmushtaq1811
    @jamshaidmushtaq1811 Před 4 lety

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

  • @mosama22
    @mosama22 Před 2 lety

    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 :-) :-) :-)

  • @gunarlin9442
    @gunarlin9442 Před 4 lety

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

  • @AduahSamuelC
    @AduahSamuelC Před 2 lety

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

  • @helminenjuha
    @helminenjuha Před 5 lety +36

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

    • @tzauron
      @tzauron Před 5 lety +5

      Personally I like it! It helped me focus 🤣

    • @SumitKumar-co2pm
      @SumitKumar-co2pm Před 5 lety +2

      It wasn't loud at all

    • @TreBlass
      @TreBlass Před 4 lety +2

      It sets the rhythm well.

    • @skoto8219
      @skoto8219 Před 4 lety +4

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

  • @rajaspydey
    @rajaspydey Před 3 lety

    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. 👍🏽

  • @qeithwreid7745
    @qeithwreid7745 Před 5 lety

    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.

  • @kristianrosenqvist8594
    @kristianrosenqvist8594 Před 5 lety +8

    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
      @CrypticConsole Před 5 lety

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

  • @hughjazz8416
    @hughjazz8416 Před 4 lety +3

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

  • @jeankmeow4422
    @jeankmeow4422 Před 5 lety +1

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

  • @mehlam2
    @mehlam2 Před 5 lety +1

    This was fantastic. Clear and concise. Thanks!

  • @AmiraAl-Samawi
    @AmiraAl-Samawi Před rokem +1

    Your efforts are appreciated, but the music is too loud.

  • @heatherjovanelli4073
    @heatherjovanelli4073 Před 3 lety +1

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

  • @dutchjay1515
    @dutchjay1515 Před 4 lety +1

    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

  • @meehanfp
    @meehanfp Před 4 lety +1

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

  • @nafiulhaque5585
    @nafiulhaque5585 Před 4 lety

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

  • @ateeqahmad
    @ateeqahmad Před 4 lety +2

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

  • @amiramahmoud2889
    @amiramahmoud2889 Před 3 lety

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

  • @SharonBukaya
    @SharonBukaya Před měsícem +1

    Really helpful. Thanks

  • @aminurrahmanashik2786
    @aminurrahmanashik2786 Před 4 lety

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

  • @aike.h.2323
    @aike.h.2323 Před 4 lety

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

  • @tanyakonono9074
    @tanyakonono9074 Před 3 lety

    Love this. My first Python tutorial

  • @eoghainlebioda1396
    @eoghainlebioda1396 Před 5 lety +2

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

  • @FredericBiondi
    @FredericBiondi Před 4 lety

    I'm in love with your way of explaining things

  • @justintime1746
    @justintime1746 Před 5 lety

    That intro was very direct
    Watch to find out why

  • @memanuel0109
    @memanuel0109 Před 4 lety +8

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

  • @jmp0207
    @jmp0207 Před 5 lety +3

    Great introduction to Pandas! Thanks for another great video!

  • @blankmedia01
    @blankmedia01 Před 4 lety

    Brilliant content look forward to learning how to use pandas

  • @digigoliath
    @digigoliath Před 4 lety +4

    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!

  • @MohamedAli-fx3ui
    @MohamedAli-fx3ui Před 5 lety +1

    Can you make a video Talk about your career in python and How you start Plz? 😃😊

  • @mikepublic111
    @mikepublic111 Před 5 lety +8

    I wish this tool had been available ten years ago.

    • @DrewArdner
      @DrewArdner Před 3 lety +2

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

  • @MrTonythestar
    @MrTonythestar Před 4 lety

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

  • @marcoavendano6593
    @marcoavendano6593 Před 2 lety

    Great video. One suggestion, cut the music. It was a bit distracting. The content was great. Thank you.

  • @franqkahindi
    @franqkahindi Před 4 lety

    Such good content.simple and very very good for learners

  • @JeanDAVID
    @JeanDAVID Před 5 lety +34

    Link to Titanic excel file ? By the way, can't find jack nor rose in the list !!!

    • @bradlindblad5225
      @bradlindblad5225 Před 5 lety +8

      Jean DAVID DuckDuckGo it, bro

    • @granand
      @granand Před 4 lety +4

      @@bradlindblad5225 Is it breath of fresh air, you did not say google it bro.. I liked it

  • @carlosangarita9
    @carlosangarita9 Před 5 lety +2

    what's numpy and matplotlib???

  • @sudippandit1
    @sudippandit1 Před 4 lety

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

  • @siosaiavaihola3252
    @siosaiavaihola3252 Před 5 lety +1

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

  • @kurtymaccheese9523
    @kurtymaccheese9523 Před měsícem

    Best video so far

  • @TheUnicleo
    @TheUnicleo Před 5 lety +1

    Impressive! but how can I gather or put these graphs and numbers in to a report, usable and readable by others?? You know that in Excel, we can send the file to the user , build a dashboard and represent it in PowerPoint.

  • @smolboyi
    @smolboyi Před 4 lety

    I loves the dater analysis!

  • @KMDipu-in7gq
    @KMDipu-in7gq Před 4 lety

    Great Vedio containing brief & concise knowledge about panda.......but i want to know can panda make forms for data entry like access or data writing process like excel....

  • @brendafosmire6519
    @brendafosmire6519 Před 5 lety +5

    Thanks for this Panda’s overview. Good stuff. BUT the background music was overwhelming and odd.

  • @leejingcl1351
    @leejingcl1351 Před 2 lety

    In [12] line. Can you please explain why you put how=‘inner’ ? Thanks for your vdo

  • @mohamadalomair2028
    @mohamadalomair2028 Před 5 lety +1

    Informative👍 you said just scrached the surface. You attracted me to dive.

  • @GeorgeLenoHolmesJr
    @GeorgeLenoHolmesJr Před 5 lety +2

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

  • @MachineLearningPro
    @MachineLearningPro Před 9 měsíci

    Excellent video, good job!

  • @sc6155
    @sc6155 Před 4 lety

    Thank you so much for everything. I'm just getting started and your content is of immense help. ❤️😊

  • @ganeshbala
    @ganeshbala Před 4 lety

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

  • @CristianBittel
    @CristianBittel Před 5 lety +1

    Great explanation about the power in pandas!

  • @edu1113
    @edu1113 Před 5 lety +4

    Pandas resample function saved me hours of gap filling missing data which i was doing using excel before

    • @dutchjay1515
      @dutchjay1515 Před 4 lety

      Cheers useful comment used VBA with Xl myself & other than Pandas being super Quick Its DIRTY no RT maunal change of data /values on the Run eg the PLOTS are STATIC not Real Time Interactive as they may be in XL etc Could Not see WHY anyone in REAL Data Analysis would want to use Pandas over Excel...for Overview or simple YES NOT DEEP

  • @daveoatway6126
    @daveoatway6126 Před 3 lety

    Nice explanation, and epic enthusiasm!

  • @piotrkulinski922
    @piotrkulinski922 Před 5 lety

    That would be extremely useful to provide jupyter notebooks along with this sort of movies. I know that's simple to rewrite it but.....

  • @quotelive613
    @quotelive613 Před 6 dny

    This is really helpful

  • @zenmonke
    @zenmonke Před 5 lety

    Awesome ! Highly underrated video.

  • @priyadarshandeshmukh8283

    Good content mate .. keep it up. But the background score is a huge huge distraction

  • @Rainstorm121
    @Rainstorm121 Před 4 lety

    thanks sir. Would you please demonstrate how to install basemap with updated anaconda version?

  • @HagamosLoImposible
    @HagamosLoImposible Před 3 lety

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

  • @faroukhasnaoui5097
    @faroukhasnaoui5097 Před 4 lety

    This is very useful Thank you