Live Day 1- Exploratory Data Analysis And Stock Analysis With Time series Data

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  • เผยแพร่เมื่อ 3 ม.ค. 2025

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  • @sourabh_bhatt
    @sourabh_bhatt 2 ปีที่แล้ว +51

    I must say krish is doing this all for future data scientist. Great efforts sir. You each and every content is for future generations, for future data scientists. You are not creating videos, you are creating gems 💎

  • @thumma19
    @thumma19 2 ปีที่แล้ว +10

    Best Data Science teacher. 2 full days gone in just watching through all amazing tutorials

  • @vihaanmeshram-m5h
    @vihaanmeshram-m5h 5 หลายเดือนก่อน +1

    I am watching this session in 2024 and this is so helpful for my master's project ,I am so thankful for krish teaching this session

  • @debashissinha8489
    @debashissinha8489 2 ปีที่แล้ว +4

    The way, simple and lucid manners he explains from complex to simple is outstanding !!

  • @harikishan80
    @harikishan80 หลายเดือนก่อน

    Thanks for your wonderful sessions. 👍👍👍👍👍

  • @maxwellpatten9227
    @maxwellpatten9227 2 ปีที่แล้ว +10

    This guy is excellent. Always a pleasure to watch his videos.

  • @balusister1991
    @balusister1991 8 หลายเดือนก่อน +1

    Krish, you are really great teaching systematically and with ease of understanding. I paid lacs of rupees in one of IIIT, but they dont teach like this, and dont bother whether you learn or not. It goes as a self paced, and the code they have done very old. you are doing very great for many people. ❤❤❤thank you.

  • @vishnuprakash9196
    @vishnuprakash9196 6 หลายเดือนก่อน

    Absolutely amazing lecture. Kept me engaged.

  • @mbmathematicsacademic7038
    @mbmathematicsacademic7038 4 หลายเดือนก่อน

    Appreciated Krish

  • @bhabanisankardash7387
    @bhabanisankardash7387 2 ปีที่แล้ว

    Grt work...Thank u for the contribution

  • @prashantpal3653
    @prashantpal3653 7 หลายเดือนก่อน

    Amazing content... You are the person that motivates me to go for data science

  • @parthparmar3283
    @parthparmar3283 11 หลายเดือนก่อน

    perfect session for time series loved it😊

  • @rsanjeevsingh
    @rsanjeevsingh 2 ปีที่แล้ว

    Loved Time Resampling :)

  • @sakshipandey9499
    @sakshipandey9499 5 หลายเดือนก่อน

    best lecture!

  • @flutterflowhack
    @flutterflowhack 2 ปีที่แล้ว +1

    I love your content . Thank you for doing this

  • @shaluyadav7961
    @shaluyadav7961 ปีที่แล้ว

    Loved the session..... awaiting for next session❤

  • @ashutoshpandey1452
    @ashutoshpandey1452 2 ปีที่แล้ว

    Amazing video krish..I JUST WANT TO THANK YOU..

  • @saikiranmaddukuri3930
    @saikiranmaddukuri3930 ปีที่แล้ว

    great fan of you your videos are really helping me out

  • @secretsoul9319
    @secretsoul9319 2 ปีที่แล้ว +1

    Indebted🙏

  • @marinathea990
    @marinathea990 2 ปีที่แล้ว

    Thank you so much! I love it! I's so helpful!

  • @saisaravanank7820
    @saisaravanank7820 2 ปีที่แล้ว +5

    Those who are trying with Google Colab. Execute this command first.
    pip install --upgrade pandas pip install --upgrade pandas-datareader

  • @tagoreji2143
    @tagoreji2143 2 ปีที่แล้ว

    Sir Thank you so much for this Informative Session. It was a Very good practical class.

    • @tagoreji2143
      @tagoreji2143 2 ปีที่แล้ว

      I would like to notify you that the TSLA data in pd.data reader was changed but they made sure that the pattern looks the same.
      Thank you

  • @adithyajob8728
    @adithyajob8728 ปีที่แล้ว

    awesome !

  • @deepsajwan
    @deepsajwan 2 ปีที่แล้ว

    thanks Krish for the amazing session

  • @osikoyaadeola2530
    @osikoyaadeola2530 2 ปีที่แล้ว

    Thank you so much sir. Very helpful.

  • @sangitamishra1730
    @sangitamishra1730 2 ปีที่แล้ว

    Great 🙏

  • @VentureMLops
    @VentureMLops ปีที่แล้ว

    Thank you for supporting Ukraine. You are an amazing DS teacher!

  • @Ayoub.Naderei
    @Ayoub.Naderei 3 หลายเดือนก่อน

    amazing man

  • @VajaGautamKamlesheeb
    @VajaGautamKamlesheeb ปีที่แล้ว

    hank you so much sir.

  • @gh504
    @gh504 2 ปีที่แล้ว +1

    Thank you so much sir. These live sessions are very helpful

  • @mohammadbasheer6192
    @mohammadbasheer6192 2 ปีที่แล้ว

    great session sir

  • @satyamishra9572
    @satyamishra9572 2 ปีที่แล้ว

    we learn somthing new

  • @gustavovillarroel5634
    @gustavovillarroel5634 2 ปีที่แล้ว

    great session... love it !!

  • @gh504
    @gh504 2 ปีที่แล้ว

    Thank you sir for this amazing session

  • @dalaeenaveen4550
    @dalaeenaveen4550 2 ปีที่แล้ว

    Yes Sir

  • @learnobjectivephysics2426
    @learnobjectivephysics2426 2 ปีที่แล้ว

    Thank you

  • @hamzaarain4238
    @hamzaarain4238 2 ปีที่แล้ว

    I m data scientist but still this help me alot

  • @AbdikarimGedi-p9w
    @AbdikarimGedi-p9w ปีที่แล้ว +1

    Hi Mr. Krish, I would appreciate it if you could also teach us about recommender systems using a live session, similar to the Time Series session.

  • @vadimcosman5480
    @vadimcosman5480 2 ปีที่แล้ว +1

    Hmmm, expected more core content like (how to check for trends, seasons, cyclicity, what to do with them and why). As well, what about basic statistics? covariance, correlation, variance, missing values, outliers/anomalies?? Getting to understand if a specific value for a feature can happen/make sense.
    In the real world EDA would mean to do this before jumping into any modelling techniques. 😏

  • @namratakasina1835
    @namratakasina1835 2 ปีที่แล้ว +2

    Sir, pandas datareader is not working for google collab, what should be done?

  • @testpurpose5845
    @testpurpose5845 ปีที่แล้ว

    at 58:19 , you can see the orange curve has some gap in the beginning and in the end . Tell why ?

  • @samisyed5165
    @samisyed5165 2 ปีที่แล้ว

    Im a beginner and i aspire to work as Data Scientist / in AI. i am Sami from Mumbai

  • @AiykRichie
    @AiykRichie ปีที่แล้ว

    Am not joining this live but am about working on a time series sales forecasting project and would really love to see how I can deploy it to production.

  • @piyushpawar75
    @piyushpawar75 ปีที่แล้ว +2

    I got an error while loading data set
    The error is
    'string indices must be integers not str'

    • @gm9158
      @gm9158 10 หลายเดือนก่อน

      The same error i m getting

    • @anushahullathi5918
      @anushahullathi5918 8 หลายเดือนก่อน

      @@gm9158 Same error not even able to proceed

  • @EagleRaider7
    @EagleRaider7 ปีที่แล้ว +2

    @Krish Naik Sir, While trying the code, it's giving me the error.
    code:
    import pandas_datareader as pdr
    import pandas as pd
    import datetime as dt
    df = pdr.get_data_yahoo('MSFT')
    df.head()
    O/P: TypeError: string indices must be integers. How to fix it sir?
    it throws error after coming to the line "df = pdr.get_data_yahoo('MSFT')"

    • @c.nbhaskar4718
      @c.nbhaskar4718 ปีที่แล้ว +3

      import yfinance as yf
      # Define the ticker symbol for Tesla
      ticker = 'TSLA'
      # Fetch the data using yfinance
      tesla_data = yf.download(ticker)
      # Print the fetched data
      tesla_data

    • @sagaringale18
      @sagaringale18 ปีที่แล้ว

      @@c.nbhaskar4718 Thanks a lot

    • @YuvikaPothrapally-bj3gy
      @YuvikaPothrapally-bj3gy 6 หลายเดือนก่อน

      @@c.nbhaskar4718thank you

  • @prataproychoudhury94
    @prataproychoudhury94 ปีที่แล้ว +3

    I am getting "TypeError: string indices must be integers" while reading the TSLA data as a dataframe. Can anybody comment please why this is happening? If there is any change to the data format?

  • @pujan2605
    @pujan2605 ปีที่แล้ว

    In real time do we need pandas data reader? As data reader is already having some data sources, can it be used when am trying to access some bank's data (say am working for a bank)?

  • @gauravfamily2209
    @gauravfamily2209 ปีที่แล้ว

    how to choose which function to use expanding and rolling for window size? pls guide me.

  • @SachinModi9
    @SachinModi9 2 ปีที่แล้ว

    HI Krish,
    I wonder how its showing date of 31st Dec 2022 on time 42:15?

  • @prajaktawarghat1850
    @prajaktawarghat1850 2 ปีที่แล้ว

    Firstly Thank you so much sir for all😌In this video we are not able to increase quality of video as it's showing unavailable due to this reason it's blurred

  • @Lifechanging_shorts5
    @Lifechanging_shorts5 ปีที่แล้ว +1

    Pdr.get_data_yahoo('TSLA')
    Not able to fetch data, getting error that " string indices must be integers" could you please help me on this krish sir? How can I fix this error?

    • @maneeshyadav2697
      @maneeshyadav2697 ปีที่แล้ว

      import yfinance as yf
      yf.pdr_override()
      Data=pdr.get_data_yahoo('TSLA')
      Data.head()
      It will be work becoz i did it

    • @Vinzy2712_
      @Vinzy2712_ ปีที่แล้ว

      @@maneeshyadav2697 still not working brother

    • @chikezieezenna1629
      @chikezieezenna1629 ปีที่แล้ว

      @@maneeshyadav2697 still the same error.

  • @vedant510
    @vedant510 2 ปีที่แล้ว +1

    How can this been done, if the dataset had 100s of stocks altogether? What procedure could be followed for that?

  • @BongoLasss
    @BongoLasss ปีที่แล้ว

    Hello sir , sir I'm trying running this code to get data from yahoo finance but it keeps on returning type error I really don't know what to do,could you please help me 6:25

  • @Ro45256
    @Ro45256 11 หลายเดือนก่อน

    Sir I'm getting this error while importing the dataset----> string indices must be integers, not 'str'

  • @basavarajag1901
    @basavarajag1901 2 ปีที่แล้ว

    please provide the link , you explained the resampling rule A,

  • @sa89879
    @sa89879 2 ปีที่แล้ว

    Hi Krish or any one of the subscriber
    df_msft.plot() not showing the graph as like you did only empty frame created with date as x lim and price in y lim
    Please help me the plot function is not working for me since im using spyder ide is to so or i need tp work with jupyter note book

  • @khubimkumarchhetri5454
    @khubimkumarchhetri5454 2 ปีที่แล้ว

    How to access all the lecture series of this EDA session?

  • @rishabh3189
    @rishabh3189 2 ปีที่แล้ว +1

    Hello Sir,
    While coding along with your video, I saw that the prices are touching the value in range of 800 in your screen, but when i checked tesla share price on internet, its all time high is only 409.97. When I am coding right now, my values are also coming in this range only having all time high of 409.97. Can you please tell why this variation is there in the values??

  • @amikkhan-kh9nu
    @amikkhan-kh9nu ปีที่แล้ว

    sir i m getting a error in line no. 12 ( positional argument follows argument ) and second thing when i plot hole TSLA data in row it not showing year it show a value like 0 ,500,1000,1500,2000,2500 .

  • @mohammadbasheer6192
    @mohammadbasheer6192 2 ปีที่แล้ว +1

    1. what is the benefit we get by rolling the data?
    2. how will you decide the number of rolling data like rolling(11) or (10) and why

    • @croclist3171
      @croclist3171 2 ปีที่แล้ว +4

      1. Benefit of rolling data is to check current trend, whether it is uptrend or downtrend . when you plot it (check 59:18) if stock data is above rolling data it means uptrend or viceversa
      2. Deciding the number of rolling data is up to your needs. for example in supplychain or finance domain you might have rolling number of 30, 90 ( monthly, quarter..etc)

  • @ravulapallivenkatagurnadha9605
    @ravulapallivenkatagurnadha9605 2 ปีที่แล้ว

    Do more videos

  • @dipanshraj5776
    @dipanshraj5776 2 ปีที่แล้ว

    Hi Krish,
    Datareader is not working in colab.
    Please advise.

  • @omkarbhosale9299
    @omkarbhosale9299 2 ปีที่แล้ว +1

    im getting pandas-datareader issue for reading the data can anyone help me with that im using colab

  • @sriramvaidyanathan5094
    @sriramvaidyanathan5094 7 หลายเดือนก่อน +1

    someone help with the tesla dataset now not able to get

    • @GUSatyamTank
      @GUSatyamTank 7 หลายเดือนก่อน

      yes also not getting data of any stock also i check doc

  • @yosufzamil
    @yosufzamil 2 ปีที่แล้ว

    Pls make live or make video on graph neural network.

    • @geekyprogrammer4831
      @geekyprogrammer4831 2 ปีที่แล้ว

      let him finish this series man. dont you have patience???

    • @yosufzamil
      @yosufzamil 2 ปีที่แล้ว

      I just asking for that. Obviously he will not stop this series, right?@@geekyprogrammer4831

  • @data8758
    @data8758 2 ปีที่แล้ว

    Can't read the data from y finance. It's better install yfinance using ' pip install yfinance' and read it.

  • @ramprabhu7566
    @ramprabhu7566 2 ปีที่แล้ว

    Can you do the same content using R pls

  • @prithwishchakraborty2286
    @prithwishchakraborty2286 2 ปีที่แล้ว

    Sir 1 complain if viewing from mobile device your coding can't be seen due to subtitles

  • @RamdasYamgar
    @RamdasYamgar ปีที่แล้ว

    Sir, Right now , I have error when reading the data 'string indices must be integers' and
    also I successfully install pandas reader
    What should I do?

    • @Vinzy2712_
      @Vinzy2712_ ปีที่แล้ว

      even am getting the same issue bro.! can anyone explain it plz?

    • @anandjain4258
      @anandjain4258 ปีที่แล้ว

      Guys, I am also facing same issue , Anyone of you able to solve this ?

    • @anupsubbu7396
      @anupsubbu7396 ปีที่แล้ว

      ​@@anandjain4258
      For those who are getting the error, run below code.
      from pandas_datareader import data as pdr
      import yfinance as yf
      yf.pdr_override()
      df = pdr.get_data_yahoo("TSLA", start="2017-01-01", end="2023-09-21")
      df.tail()​

  • @nafeesamurad8268
    @nafeesamurad8268 ปีที่แล้ว +4

    I am getting error on accessing data. (df_tesla=pdr.get_data_yahoo('TSLA')): TypeError: string indices must be integers

    • @samadchauhan5963
      @samadchauhan5963 10 หลายเดือนก่อน

      Then how u resolved the error?

    • @ashaythamankar4936
      @ashaythamankar4936 8 หลายเดือนก่อน +2

      import yfinance as yf
      df_tesla = yf.download('TSLA',start= '2020-01-01', end = '2024-01-01')
      print(df_tesla)
      It worked for me

    • @srastiporwal6791
      @srastiporwal6791 8 หลายเดือนก่อน

      Same error I too facing

    • @srastiporwal6791
      @srastiporwal6791 8 หลายเดือนก่อน

      ​@@ashaythamankar4936I tried this library it didn't worked

  • @anjalipakmode5716
    @anjalipakmode5716 ปีที่แล้ว

    Not able to read data from TSLA

  • @ccnebechukwu
    @ccnebechukwu ปีที่แล้ว

    Good day all. Please what am I doing wrong?
    I'm trying to run this command pdr.get_data_yahoo('TSLA') and
    I'm getting this error......, "TypeError: string indices must be integers"

    • @huzaifasalman8052
      @huzaifasalman8052 10 หลายเดือนก่อน

      did you find out any solution of it

  • @mohammedalharbi158
    @mohammedalharbi158 2 ปีที่แล้ว +1

    Can you please upload a multiclass classification problem ? Like the final output should be something like an animal is mapped to cats tree and to assassins tree at the same time

  • @AsadAli-lv1th
    @AsadAli-lv1th 2 ปีที่แล้ว

    still can we get life time membership?

  • @sharebusinessbillionaire9730
    @sharebusinessbillionaire9730 2 ปีที่แล้ว

    54:00 Rolling

  • @antisunny9226
    @antisunny9226 2 ปีที่แล้ว

    How to take multiple csv files as input?

    • @felixakwerh5189
      @felixakwerh5189 2 ปีที่แล้ว

      you can read the files separetely and merge them in your notebook

    • @antisunny9226
      @antisunny9226 2 ปีที่แล้ว

      @@felixakwerh5189 I need to take like this
      If n = 5
      I need to take 5 csv files as user input
      And combine them all

  • @shekharkumar1902
    @shekharkumar1902 2 ปีที่แล้ว

    Sir your community sessions are simply awesome . One question : I have taken your paid course already and was missing your presence there. If you would had to take community session why earlier your asked for joining your paid session courses ?

  • @DevGoal
    @DevGoal 2 ปีที่แล้ว

    Can you also make a session on federated learning ? That would be great

  • @Nachiket_upadhye_23
    @Nachiket_upadhye_23 2 ปีที่แล้ว

    Hello Krish, when you do resampling + mean on whole dataframe. so does it select first columns minimum or minimum value of all?

  • @Sugandaramm
    @Sugandaramm 2 ปีที่แล้ว

    TypeError: string indices must be integers

    • @aakuthotaharibabu8244
      @aakuthotaharibabu8244 2 ปีที่แล้ว

      same problem when loading tesla data ....
      df_tesla=pdr.get_data_yahoo('TSLA')
      TypeError: string indices must be integers.
      kindly help me out with this.

    • @Vlogswithjinks
      @Vlogswithjinks ปีที่แล้ว

      Same problem

    • @priyam66
      @priyam66 ปีที่แล้ว

      @@aakuthotaharibabu8244
      import pandas_datareader.data as pdr
      import yfinance as yf
      yf.pdr_override()
      df=pdr.DataReader('TSLA')
      df.head()

    • @anushahullathi5918
      @anushahullathi5918 8 หลายเดือนก่อน

      @@aakuthotaharibabu8244 import yfinance as yf
      # Define the ticker symbol
      ticker_symbol = 'TSLA'
      # Fetch the data
      df_tesla = yf.download(ticker_symbol, start='2017-01-01', end='2024-06-30')
      # Display the first few rows of the DataFrame
      print(df_tesla.head()) run this it will work

  • @kluih9872
    @kluih9872 2 ปีที่แล้ว

    You are insane

  • @samisyed5165
    @samisyed5165 2 ปีที่แล้ว

    hi, I'm looking for a partner to learn data Science, can any one assist me,

  • @atulanand4824
    @atulanand4824 2 ปีที่แล้ว

    graph = pydot.graph_from_dot_data(dot_data.getvalue())
    list' object has no attribute 'create_png'
    I am making a decision tree getting this erroe how to resolve it?

  • @maneeshyadav2697
    @maneeshyadav2697 ปีที่แล้ว

    import yfinance as yf yf.pdr_override() Data=pdr.get_data_yahoo(TSLA) Data.head() It will be work becoz i did it
    If anyone getting error string type

    • @chikezieezenna1629
      @chikezieezenna1629 ปีที่แล้ว

      yes i am, i have tried differnet method still the same error.

  • @legiegrieve99
    @legiegrieve99 ปีที่แล้ว

    can anybody help, please? when i run this code:
    pdr.get_data_yahoo('TSLA') I got this error
    TypeError: string indices must be integers
    can someone help me why this is happening?

  • @basavarajag1901
    @basavarajag1901 2 ปีที่แล้ว

    figure,axis=plt.subplots()
    plt.tight_layout()
    ## Preventing overlapping
    figure.autofmt_xdate()
    axis.plot(index,share_open)
    this code is not working for me, I got an error
    " x and y must have same first dimension, but have shapes (421,) and (169,) "
    kindly help me to proceed

    • @msuryapavan9517
      @msuryapavan9517 2 ปีที่แล้ว

      index and share_open dimensions are diff, so that's why you got the error

  • @vikasvs5755
    @vikasvs5755 4 หลายเดือนก่อน

    df_tesla=pdr.get_data_yahoo('TSLA')
    df_tesla.head()
    getting error;- name 'df_tesla' is not defined
    WHAT CAN I DO SIR

  • @Vlogswithjinks
    @Vlogswithjinks ปีที่แล้ว

    @krishnaik Pl help