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

[@sourabh_bhatt]

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 💎

[@balusister1991]

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.

[@vihaanmeshram-m5h]

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

[@thumma19]

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

[@debashissinha8489]

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

[@harikishan80]

Thanks for your wonderful sessions. 👍👍👍👍👍

[@saisaravanank7820]

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

[@subrahmanyamkesani7304]

Thank you!!

[@dhritiprasannapaul5836]

Thanks man!!!!!

[@orlykassa1559]

Thank you!!

[@mdhabiburrahman6710]

Thank you!

[@maxwellpatten9227]

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

[@vishnuprakash9196]

Absolutely amazing lecture. Kept me engaged.

[@VentureMLops]

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

[@prashantpal3653]

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

[@tagoreji2143]

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

[@tagoreji2143]

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

[@parthparmar3283]

perfect session for time series loved it😊

[@vadimcosman5480]

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. 😏

[@saikiranmaddukuri3930]

great fan of you your videos are really helping me out

[@bhabanisankardash7387]

Grt work...Thank u for the contribution

[@namratakasina1835]

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

[@AbdikarimGedi-p9w]

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.

[@ashutoshpandey1452]

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

[@flutterflowhack]

I love your content . Thank you for doing this

[@rsanjeevsingh]

Loved Time Resampling :)

[@prajaktawarghat1850]

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

[@mbmathematicsacademic7038]

Appreciated Krish

[@secretsoul9319]

Indebted🙏

[@satyamishra9572]

we learn somthing new

[@sakshipandey9499]

best lecture!

[@samisyed5165]

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

[@gauravfamily2209]

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

[@hamzaarain4238]

I m data scientist but still this help me alot

[@EagleRaider7]

@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]

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]

@@c.nbhaskar4718 Thanks a lot

[@YuvikaPothrapally-bj3gy]

@@c.nbhaskar4718thank you

[@sangitamishra1730]

Great 🙏

[@testpurpose5845]

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

[@shaluyadav7961]

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

[@AiykRichie]

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.

[@adithyajob8728]

awesome !

[@dalaeenaveen4550]

Yes Sir

[@VajaGautamKamlesheeb]

hank you so much sir.

[@piyushpawar75]

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

[@gm9158]

The same error i m getting

[@anushahullathi5918]

@@gm9158 Same error not even able to proceed

[@marinathea990]

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

[@Ayoub.Naderei]

amazing man

[@gh504]

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

[@vedant510]

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

[@deepsajwan]

thanks Krish for the amazing session

[@Lifechanging_shorts5]

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]

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

[@Vinzy2712_]

@@maneeshyadav2697 still not working brother

[@chikezieezenna1629]

@@maneeshyadav2697 still the same error.

[@pujan2605]

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)?

[@osikoyaadeola2530]

Thank you so much sir. Very helpful.

[@sa89879]

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

[@Ro45256]

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

[@nafeesamurad8268]

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

[@samadchauhan5963]

Then how u resolved the error?

[@ashaythamankar4936]

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]

Same error I too facing

[@srastiporwal6791]

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

[@mohammadbasheer6192]

great session sir

[@SachinModi9]

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

[@amikkhan-kh9nu]

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 .

[@rishabh3189]

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??

[@aakuthotaharibabu8244]

this is because of stock split.

[@sriramvaidyanathan5094]

someone help with the tesla dataset now not able to get

[@GUSatyamTank]

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

[@prithwishchakraborty2286]

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

[@mohammadbasheer6192]

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]

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)

[@omkarbhosale9299]

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

[@basavarajag1901]

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

[@prataproychoudhury94]

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?

[@mohitkushwaha8974]

Same here ,

[@ganeshm5038]

same here

[@ShlokasStories19]

Same here

[@ShlokasStories19]

Got the solution:::: import yfinance as yf yf.pdr_override() pdr get_data_yahoo('Stock_Name') Try this

[@aditisharma3230]

same

[@ravulapallivenkatagurnadha9605]

Do more videos

[@learnobjectivephysics2426]

Thank you

[@dipanshraj5776]

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

[@gh504]

Thank you sir for this amazing session

[@data8758]

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

[@anjalipakmode5716]

How?

[@khubimkumarchhetri5454]

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

[@BongoLasss]

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

[@BongoLasss]

6:25

[@ccnebechukwu]

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]

did you find out any solution of it

[@ramprabhu7566]

Can you do the same content using R pls

[@anjalipakmode5716]

Not able to read data from TSLA

[@gustavovillarroel5634]

great session... love it !!

[@RamdasYamgar]

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_]

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

[@anandjain4258]

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

[@anupsubbu7396]

​@@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()​

[@yosufzamil]

Pls make live or make video on graph neural network.

[@geekyprogrammer4831]

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

[@yosufzamil]

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

[@mohammedalharbi158]

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

[@shekharkumar1902]

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 ?

[@sharebusinessbillionaire9730]

54:00 Rolling

[@antisunny9226]

How to take multiple csv files as input?

[@felixakwerh5189]

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

[@antisunny9226]

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

[@DevGoal]

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

[@Nachiket_upadhye_23]

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

[@AsadAli-lv1th]

still can we get life time membership?

[@krishnaik06]

Yes

[@samisyed5165]

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

[@Sugandaramm]

TypeError: string indices must be integers

[@aakuthotaharibabu8244]

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]

Same problem

[@priyam66]

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

[@anushahullathi5918]

@@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]

You are insane

[@maneeshyadav2697]

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]

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

[@atulanand4824]

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?

[@legiegrieve99]

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?

[@vikasvs5755]

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

[@basavarajag1901]

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]

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

[@Vlogswithjinks]

@krishnaik Pl help