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Tutorial 5- Pandas, Data Frame and Data Series Part-1

Hello All,
Welcome to the Python Crash Course. In this video we will understand about Pandas library, Dataframes and Data Series
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Пікірлер: 133

  • @bhaveshsalvi4437
    @bhaveshsalvi44374 жыл бұрын

    You were not right at (6:40) loc and iloc difference . For ones who want to know - loc is label-based, which means that we have to specify the name of the rows and columns that we need to filter out On the other hand, iloc is integer index-based. So here, we have to specify rows and columns by their integer index. Hope this clears out. Happy learning

  • @nishant9847

    @nishant9847

    2 жыл бұрын

    yeah u are right

  • @Raaajzzz

    @Raaajzzz

    Жыл бұрын

    Thankyou for bringing this brother

  • @harshpal3795

    @harshpal3795

    22 күн бұрын

    Yeah brother ! I appreciate

  • @manjushabhoyar5742
    @manjushabhoyar57424 жыл бұрын

    When I was about to give up on data science, just then came across ur channel.. And I must say, you really explain concepts in the easiest way possible. Kudos! 😀

  • @uncommon_common_man

    @uncommon_common_man

    4 жыл бұрын

    hi

  • @mudhitkumar

    @mudhitkumar

    4 жыл бұрын

    I agree with you!

  • @sonalirevalkar1037

    @sonalirevalkar1037

    4 жыл бұрын

    Same here

  • @harinandankumar5332

    @harinandankumar5332

    4 жыл бұрын

    R u working as a data scientist role currently?

  • @deepakkeshari7655

    @deepakkeshari7655

    2 жыл бұрын

    What's your position now??...

  • @sarveswarasastrysuri7284
    @sarveswarasastrysuri72844 жыл бұрын

    Thank you so much Krish for the daily online classes. We are watching your videos daily and learning the new course. I appreciate all your hard work in doing so. You're presenting it really good. Keep doing the good work. Many thanks!

  • @estherjohn3191
    @estherjohn31912 жыл бұрын

    I love your lectures so much💯 Thank you for these lectures, Mr. Nail. I am so much grateful

  • @lateefamidu3749
    @lateefamidu37493 жыл бұрын

    Thanks for this great tutorial Krish. It is SUPER-AMAZING!!!

  • @sumijasukumaran1394
    @sumijasukumaran13943 жыл бұрын

    Hi Brother your video was so helpful to start with python for data science.Thank you for creating videos

  • @naveensaini9992
    @naveensaini99923 жыл бұрын

    so help full for absolute beginners thanks so much sir

  • @SaiBaba-pu7kd
    @SaiBaba-pu7kd3 жыл бұрын

    Thanks Krish such a useful stuff you provided for a freshers to learn Numpy .

  • @QaAutomationAlchemist
    @QaAutomationAlchemist4 жыл бұрын

    Great and crisp tutorial....thanks

  • @anshulmangal2755
    @anshulmangal27554 жыл бұрын

    What a teacher you are as a god for data science

  • @hemant3007
    @hemant30073 жыл бұрын

    really helpful for beginners:)

  • @SaraView
    @SaraView4 жыл бұрын

    Great video

  • @snehalhon
    @snehalhon2 жыл бұрын

    You are theeeee bestttt ....

  • @jatinmaggu1668
    @jatinmaggu16684 жыл бұрын

    I have just started my transition to data science as a career, following your guidelines initially. Started the python course of yours waiting for more videos. Would request you if you can share your email, have few doubts. Thanks in advance

  • @witty_soul
    @witty_soul3 жыл бұрын

    What I understood at 6:54 these acronyms are; .loc = locator .iloc = index locator

  • @anubhavkeshav5908
    @anubhavkeshav59084 жыл бұрын

    Hi Krish! When are you uploading next video in the machine learning series. Eagerly waiting for the next video. Kindly keep uploading videos daily in this playlist.

  • @gulabmeetyou
    @gulabmeetyou4 жыл бұрын

    Hi Krish, Thanks for making wonderful and useful videos. Just one thing I want to say that, your playlist is not clear, mixed with other content. When I opened Statistics playlist which mixed with EDA and other videos... Can you please make ur playlist clear. This would be more helpful. I am waiting... Thanks in advance!!!

  • @louerleseigneur4532
    @louerleseigneur45323 жыл бұрын

    Thanks Krish

  • @koustavpaul3525
    @koustavpaul3525Ай бұрын

    Thank you sir

  • @suvarnadeore8810
    @suvarnadeore88103 жыл бұрын

    Thank you krish sir

  • @Dejia_Space
    @Dejia_Space4 жыл бұрын

    how to enable the dropdown list for all the function in df(pandas object)? I have to type to_csv but jupyter does not give me a dropdown list as a hint.

  • @theHindudailynews...
    @theHindudailynews...3 ай бұрын

    thanks sir

  • @jn9281
    @jn9281 Жыл бұрын

    Thank u so much for all the tutorials. In case of df.to_html(),df.to_json() it works but df.to_excel() it shows error. What could be the possible reason? How can I convert it to excel format?

  • @rohitkamra1628
    @rohitkamra16284 жыл бұрын

    Thanks for amazing video. Could you please tell me which screen recorder application are u using?

  • @shalininaidu661
    @shalininaidu6614 жыл бұрын

    Krish, Please do videos on RNN,CNN

  • @prabuddh_mathur
    @prabuddh_mathur3 жыл бұрын

    Hey! Could you please create a video on how to use the arrow keys fast on a keyboard. I really suck in that and my coding typing speed is very slow just because of that.

  • @varshadityasamala302
    @varshadityasamala3024 жыл бұрын

    What is the difference between loc and iloc .

  • @arandomwho
    @arandomwho2 жыл бұрын

    thank you alottt

  • @tejaswarambhe7464
    @tejaswarambhe74643 жыл бұрын

    Me watching this playlist be like "Ye yaha gold pada hai but koi use hi nahi karna chahta" Guys there are hell lot of internship opportunities around, you will be exposed to good complex and real life data, which will help you for your Job roles later

  • @akki6071
    @akki60712 жыл бұрын

    Nice I got one issue in sheet 1 I have multiple data in column one cell like (1,2,3,4) many cells I have to compare them with another column in sheet 2 but sheet 2 I have only single digit number in column cell like (1) if sheet 1 matches with sheet 2 then should replace with new values which is also present in sheet 2

  • @aslamuddinmuhammad4694
    @aslamuddinmuhammad46942 жыл бұрын

    What do you mean by null value? Because in column 1 there's a zero value still it is showing column 1 has no null value

  • @krishnakamalgogoi9893
    @krishnakamalgogoi98933 жыл бұрын

    Hi Krish, I have written this code df.iloc[0:2] and I am getting both Rows and Columns although I have not specified any columns. I checked the dtype it says dataframe. Could you please explain why am I getting this. Thank you

  • @shubhangisoni1732
    @shubhangisoni17324 жыл бұрын

    Sir, Can you make videos for competitive coding?

  • @shivangiexclusive123
    @shivangiexclusive1234 жыл бұрын

    hi krish..this shift tab is not working on my jupyter.. what to do to get the tool kit

  • @parulsingh4989
    @parulsingh4989 Жыл бұрын

    Hello sir!! You are literally teaching everything from the core and it's really helpful for me. Sir I am not getting an extended video of this class. Can anybody help me with the part of 5th class

  • @rajeshsrirangam339

    @rajeshsrirangam339

    Жыл бұрын

    hai

  • @animeshbagchi7881
    @animeshbagchi78814 жыл бұрын

    Can you please create a video of a Data Science Project Life Cycle? Like Data Loading, EDA, Removing not required columns, Feature Engineering and Scaling etc.

  • @nabiltech1366

    @nabiltech1366

    4 жыл бұрын

    Yes.I also try to watch every youtube video of ML.I try to figure out DS cycle or workflow.If u already findout,please do share to me

  • @mobinalhassan
    @mobinalhassan4 жыл бұрын

    Bhot khoob. Kya as a professional data scientist huma apna algo bnana prta han ya. Pre-build algo sa km chal jata ha?

  • @hometvfirestick
    @hometvfirestick2 жыл бұрын

    thanks

  • @atuldahiya9217
    @atuldahiya92172 жыл бұрын

    good

  • @mahendrannatarajan1422
    @mahendrannatarajan14224 жыл бұрын

    Krish update video on data science mock interview

  • @suhailnizami7760
    @suhailnizami77603 жыл бұрын

    why i getting error when type df.loc['Column1'] but no error in df.loc['Row1']

  • @smile8510
    @smile851011 күн бұрын

    done!

  • @saumyagupta2606
    @saumyagupta26063 жыл бұрын

    Please anyone: What's the need to convert pandas dataframe to array using .values? Also are arrays and numpy arrays different , how?

  • @Ramesh-rp6jq
    @Ramesh-rp6jq4 жыл бұрын

    Hi krish Please let me know if ML course registration started

  • @Gaurav_Dhamija
    @Gaurav_Dhamija Жыл бұрын

    how can i get this files which u r worked on ?

  • @1soundarya
    @1soundarya3 жыл бұрын

    Sir, your book on Finance with Machine Learning and Deep Learning is not available on amazon.. i am looking for that book. can you please help me!!

  • @vishalsonawane.8905
    @vishalsonawane.89052 жыл бұрын

    Done❣️

  • @parvsoni719
    @parvsoni719 Жыл бұрын

    sir df.loc['Column1'] is not working but working for Rows

  • @lokeshvenkatesan2693
    @lokeshvenkatesan26933 жыл бұрын

    I don't understand about numpy.linspace in the previous video. It means some random numbers will be taken or what? @Krishnaik

  • @singwithAyush143

    @singwithAyush143

    3 жыл бұрын

    Linspace and arange both are used to make evenly spaced elements like: np.linspace(1,10,5) gives [1,3,5,7,9] where 5 is the no of elements .You can also use np.arange for that.

  • @tejaspatil189
    @tejaspatil1894 жыл бұрын

    Hi sir is there any Ofline Course in Pune for Data-Science

  • @aasthadaga6706
    @aasthadaga67063 жыл бұрын

    I am using google colab and not getting any test.csv file.. Please help

  • @bhartipragya3432
    @bhartipragya3432 Жыл бұрын

    sir is the direct calling of columns as done at 16:15 applicable only for columns? it isn't for rows

  • @Raaajzzz

    @Raaajzzz

    Жыл бұрын

    Yeah i tried using rows to call for columns but it gives error

  • @kalpkinjalbhaipandya5093
    @kalpkinjalbhaipandya50932 жыл бұрын

    Why df.loc['Column1'] is not working ?

  • @indirajithkv7793
    @indirajithkv77932 жыл бұрын

  • @Kennerdoll
    @Kennerdoll4 жыл бұрын

    Hello... the following code is giving me KeyError: Column1 >>>>>>>>>>>> df['Column1'].value_counts() but this one is not >>>>>>>> df. loc['Row1'].value_counts()

  • @pavangoyal6840
    @pavangoyal68404 жыл бұрын

    How to join your data science course

  • @amarkotwal
    @amarkotwal4 жыл бұрын

    sir plese tell me pandas and numpy like library in java/scala

  • @adsaikiranreddy7242
    @adsaikiranreddy72423 жыл бұрын

    df['row1'] ---> it is showing error sir.. But why sir..

  • @Palakmahalgamaiya
    @Palakmahalgamaiya8 ай бұрын

    anybody pls share the link of sir's jupyter notebbok

  • @farazahmed1668
    @farazahmed16684 жыл бұрын

    @11:48 sound quality becomes much better.

  • @cutyoopsmoments2800
    @cutyoopsmoments28004 жыл бұрын

    Your ML video consists of how much hours of video ???

  • @prathmeshasole5465
    @prathmeshasole54654 жыл бұрын

    Sir...we can use google colab for these...

  • @kapildevpandey9537

    @kapildevpandey9537

    4 жыл бұрын

    yes ,colab is cool

  • @DeepakGupta-uv1oh
    @DeepakGupta-uv1oh10 ай бұрын

    can we write df['Row1'] ?

  • @sharvandas4349
    @sharvandas43494 жыл бұрын

    df-DataFrame "Great Use" why i am getting error for this command- df.loc['Column1'].values and able to execute- df.loc['Row1'].values Thanks! keep going!

  • @hkia7893

    @hkia7893

    4 жыл бұрын

    I think he mentioned that loc only for rows, iloc for both

  • @sumitsaha3714
    @sumitsaha37144 жыл бұрын

    Sir how to activate intelligence in jupyter notebook like you.. please comment sir

  • @sravan08543

    @sravan08543

    4 жыл бұрын

    Shift + tab should do it

  • @arjyabasu1311
    @arjyabasu13114 жыл бұрын

    Sir, how to get value_counts of all features at once without manually typing out all the column names??

  • @makihungary

    @makihungary

    4 жыл бұрын

    for col in df.columns: print(df[col].value_counts())

  • @gunjan6070
    @gunjan60702 жыл бұрын

    My code is saying your numpy doesn't have any attribute arrange. :( why ?

  • @ehtishamkhan541
    @ehtishamkhan5413 жыл бұрын

    How to become members ? reply please

  • @123greenland
    @123greenland4 жыл бұрын

    Hello Krishna, I saw the playlist and what is the sequential flow do I follow to learn data science from your playlist? I am a complete beginner. Please assist me

  • @krishnaik06

    @krishnaik06

    4 жыл бұрын

    Yes go ahead

  • @123greenland

    @123greenland

    4 жыл бұрын

    @@krishnaik06 no I wanted to know from which playlists do I start & followed by other playlist. Need to know the complete learning path. Please assist

  • @amanmansoori7609

    @amanmansoori7609

    Жыл бұрын

    Hello brother

  • @amanmansoori7609

    @amanmansoori7609

    Жыл бұрын

    Can i have some discussion with you

  • @1988soumya
    @1988soumya4 жыл бұрын

    Hi Krish, I have been following your channels for quite bit of time and I would like to enroll in your class. The google form which you have uploaded seems broken. Could you please help me out. Thanks, Priyadarshi

  • @someonesomebody716

    @someonesomebody716

    4 жыл бұрын

    Will be reupload later on

  • @shaikhanuman8012
    @shaikhanuman80124 жыл бұрын

    what about rows null values at time 13:50

  • @nikhilrana668

    @nikhilrana668

    3 жыл бұрын

    He is checking for the entire dataframe and not just for the columns.

  • @rupendra.khangarot
    @rupendra.khangarot2 жыл бұрын

    df['Row2'].unique() is throwing error?

  • @mohit9626

    @mohit9626

    Жыл бұрын

    what error it's showing?

  • @shaikhanuman8012
    @shaikhanuman80124 жыл бұрын

    hi brother i getting error when i am executing this line pd.DataFrame(np.arange(0,20).reshape(4,5), index=['row1', 'row2', 'row3', 'row4', 'row5'], columns=['columns1', 'columns2', 'columns3', 'columns4', 'columns5']) we insall pandas like numpy in anaconda ?

  • @charkaagnesh

    @charkaagnesh

    4 жыл бұрын

    In reshape (4,5) given and in index entered 5 rows...I think that soo.

  • @prasanna2179

    @prasanna2179

    3 жыл бұрын

    you have given the row shape as 4 and labeling 5 rows, instead of 4. Make that little change :)

  • @swatantrakumar8288
    @swatantrakumar82883 жыл бұрын

    df=pd.DataFrame(np.arange(0,30).reshape(5,6), index=['Row1','Row2','Row3','Row4','Row5'], Columns=['C1','C2','C3','C4','C5','C6']) this is showing an error, while working on jupyter notebook

  • @srivastav3684

    @srivastav3684

    3 жыл бұрын

    @Swat 'columns' is in case sensitive

  • @yogoai136
    @yogoai1364 жыл бұрын

    when i try to execute the code am getting error as: AttributeError: module 'pandas' has no attribute 'Dataframe'

  • @makihungary

    @makihungary

    4 жыл бұрын

    DataFrame has a capital letter 'f'.

  • @suneetham1394

    @suneetham1394

    4 жыл бұрын

    @@makihungary i am also getting same error

  • @krithiqp8278

    @krithiqp8278

    3 жыл бұрын

    @@makihungary i tried with the same spelling im getting the same error

  • @krithiqp8278

    @krithiqp8278

    3 жыл бұрын

    did u find the solution bro

  • @tejaspatil189
    @tejaspatil1894 жыл бұрын

    i didn't get info when i press shift tab

  • @nikhilrana668

    @nikhilrana668

    3 жыл бұрын

    That will give you the options in that method. Note, he is using jupyter notebook .

  • @ashishsamrat4248
    @ashishsamrat42482 жыл бұрын

    __init__() got an unexpected keyword argument 'Columns' Sir i face this error when i run this code so please help me out

  • @mohit9626

    @mohit9626

    Жыл бұрын

    bro write columns instead Columns, your c is capital

  • @syedwaliuddinsaaquib1114
    @syedwaliuddinsaaquib11142 жыл бұрын

    I am not able to use pandas library on jupyter. this error pops up :AttributeError: module 'pandas' has no attribute 'Dataframe' . Does anyone has solution to this error ?

  • @mohammadmujeeb6592

    @mohammadmujeeb6592

    Жыл бұрын

    use DataFrame in this F needs to be capital then it will work and we already know python is a case sensitive

  • @killersawant
    @killersawant3 жыл бұрын

    Ye wala lect pura bouncer gaya

  • @unknownguy4932
    @unknownguy49324 жыл бұрын

    Hi krish. I am working on this tutorial . I am getting error df=pd.DataFrame(np.arange(0,20).reshape(5,4),index=['Row1',....,['Row5'], columns=['column1'],....,['column5])

  • @unknownguy4932

    @unknownguy4932

    4 жыл бұрын

    I am getting the error on the above line that , Shape of passed values is (4,5), indices (5,5)

  • @unknownguy4932

    @unknownguy4932

    4 жыл бұрын

    Sorry , i got the output . I had given 5 columns that's the reason I got the error

  • @Kennerdoll

    @Kennerdoll

    4 жыл бұрын

    df = pd.DataFrame(np.arange(0, 20).reshape(5,4), index=['Row1', 'Row2', 'Row3', 'Row4', 'Row5'], columns=[' Column1', ' Column2', ' Column3', ' Column4']

  • @suneetham1394

    @suneetham1394

    4 жыл бұрын

    @@Kennerdoll thank you,i got

  • @user-yz6uy8mo9y
    @user-yz6uy8mo9y Жыл бұрын

    Come back to 7:30.

  • @surbhiagrawal3951
    @surbhiagrawal39513 жыл бұрын

    import pandas as pd h=pd.DataFrame(data=np.linspace(6,9,20).reshape(4,5),index=[f'Row{i}' for i in range(4)],columns=[f'Column{i}' for i in range(5)]) print(h)

  • @surbhiagrawal3951

    @surbhiagrawal3951

    3 жыл бұрын

    to save dataframe without headers or indexes h.to_csv('csvfile.csv',index=False,header=None)

  • @siddharthmishra8233

    @siddharthmishra8233

    2 жыл бұрын

    what is that f you have used just before row?? and secondly that's a great way to write rows and columns.

  • @shahzaibali7520
    @shahzaibali75202 жыл бұрын

    Only arange wasted my two hours because I wrote arrange instead of arange🙂😟

  • @rehithkrishna543
    @rehithkrishna5434 жыл бұрын

    Left corner....singam song 🔥😂

  • @JacklinSibiyal
    @JacklinSibiyal5 ай бұрын

    Day 2 - 17/02/2024

  • @ajaxaj8470
    @ajaxaj84703 жыл бұрын

    Watch this playlist for greater clarity on Pandas guys kzread.info/dash/bejne/eGqfz6uph7qrlLg.html

  • @AkhilsaiNo1
    @AkhilsaiNo13 жыл бұрын

    Hit like if u have typed *np.arrange* instead of *np.arange* 😅

  • @manojsonawane3545
    @manojsonawane3545 Жыл бұрын

    Aap confuse ho toh students bhi confuse hoonge

  • @vineetkrpandey7641
    @vineetkrpandey76413 ай бұрын

    video5//done 12/04/2024

  • @shekarpg5774
    @shekarpg57743 жыл бұрын

    13.33 to check null condition if null exits or not df.isnull() output: Column1 Column2 Column3 Row1 False False False False Row2 False False False False Row3 False False False False Row4 False False False False Row5 False False False False