Pandas Profiling | Day 22 | 100 Days of Machine Learning 

for those who are facing isssue in from pandas_profiling import ProfileReport prof = ProfileReport(df) prof.to_file(output_file='output.html') instead of that write !pip install ydata_profiling and then write from ydata_profiling import ProfileReport prof = ProfileReport(df) prof.to_file(output_file='output.html') this command to generate the html file to know more try to read the pandas profiling page ,there it is already clearly mentioned.

such an under rated channel. This man knows his subject. For growth you should partner with fellow youtubers for advertisement, even if you don't do that this channel will surely see an exponential growth once machine learning becomes as common as competitive programming in engineering colleges. Keep up the good work.

plotting charts can be automated but the insights and intuition an expert can add to the whole process, will always have to be manual fun to have this on the side though. Thanks for the tutorials. :)

Thanks a lot sir for such a selfless effort. I am following the whole series and when i saw the previous video, EDA seemed a little tough , however this video has eliminated the need to compare the required columns on your own hence helped a lot. Please continue this effort sir We owe u big time❤❤❤

For those who are facing issue importing pandas profiling use this steps. 1. import sys !{sys.executable} -m pip install pandas-profiling 2. !pip install pandas-profiling 3. from pandas_profiling import ProfileReport prof = ProfileReport(df) prof.to_file(output_file='output.html')

This course is the most practical course on machine learning i found till now, other courses don't teach any practical things like EDA, or introduce to the practical work. This content is really amazing, please keep up the good work.

Thanku so much sir for introducing a new tool to us. New n useful information again. 👏🙏 Thanku campus x.

Thank you for Teaching us new Technique Pandas-Profiling. Always love he way you teach .....

sir pandas-profiling does it work in new python or Jupiter version? 'ImportError: cannot import name 'DataError' from 'pandas.core.base' is showing

You are a genius! Keep up the good work. This is the best channel and the best teacher I have come across in this domain.

I am really surprised why you are getting so less views as per me your is the best channel for ml

Now I resume my GS Jory with CampusX after some days social work... Thank you dada

Excellent Knowledge and everything explained in a very well manner and in very easy Language. I visited many channels but i think i reached to correct person to learn machine learning from scratch levell.

This channel deserves millions of subscribers.. ❤

Sir i have followed all your course and for me you are best teacher regarding data science. I want you to create a playlist on model deployment and integration into website, android app and desktop application

If you got an error for pandas_profiling just replace pandas_profiling by ydata_profiling like 👇 from ydata_profiling import ProfileReport prof = ProfileReport(df) prof.to_file(output_file='output.html')

Pandas profiling is such a wonderful tool

Thanku so much sir again for new unique information, for awsome video . U made it interesting by variety of information added & also ur way of explaination makes person stuck for an hour easily without getting bored. I don't know this. I've decided not to watch initially since i thought not related or boring topic. But then again as usual this is a wonderful n informative. very professional.👌🙏🙏👍

Course Started : ML Lecture-01: 14/08/2024 Lecture-02: 14/08/2024 Lecture-03: 14/08/2024 Lecture-04: 14/08/2024 Lecture-05: 14/08/2024 Lecture-06: 15/08/2024 Lecture-07: 15/08/2024 Lecture-08: 15/08/2024 Lecture-09: 15/08/2024 Lecture-10: 15/08/2024 Lecture-11: 16/08/2024 Lecture-12: 16/08/2024 Lecture-13: 17/08/2024 Lecture-14: 17/08/2024 Lecture-15: 18/08/2024 Lecture-16: 19/08/2024 Lecture-17: 20/08/2024 Lecture-18: 20/08/2024 Lecture-19: 21/08/2024 Lecture-20: 21/08/2024 Lecture-21: 22/08/2024 Lecture-22: 22/08/2024

For Those who are facing errors first step pip install visions==0.7.4 second step pip install pandas-profiling==3.2.0 third step from pandas_profiling import ProfileReport prof = ProfileReport(df) prof.to_file(output_file='output.html') #make sure before doing third step you should import pandas and load dataframe also

that's so helpful. thank you so much. it brings all the analysis right at hand

Pandas-profiling is deprecated. Updated version: pip install ydata-profiling import ydata_profiling as yp

Great video , pandas profiling is great tool

Iam getting pydantic import error what should I do

Getting addicted to ur videos

Sir it was a great info, and i am learning a lot from your videos... but i noticed that method of doing this profiling on colab notebook was a bit different.

Awesome video , beautifully explained . 👏👏👏

Thanks for all your efforts

ImportError: cannot import name 'soft_unicode' from 'markupsafe'

date 11 jan 2024 day 22 done

An amazing content as always!

Amazing....it's an eyeopener....

you have to change the version of the numpy as 2.0

ImportError: cannot import name 'soft_unicode' from 'markupsafe' (C:\Users\SRJ\Anaconda3\lib\site-packages\markupsafe\__init__.py) How we can resolve this issue??

prof = ProfileReport(df) This command is taking such a long time on titanic database for approx 15 min it is still running and not yet done

Very informative Thanks😀

This library save the time

it is very good tools sir.thanks

thank you so much dear sir

Sir can we generate pandas profie report into an PDF format please suggest me

but not working for lagre dataset session is going in expired

Thanks

every single vedio of yours , it's really amazing . I wish you to be my mentor, i really need guidance to bacome expert in ml dl nlp

what is pydantic import error someone else can share the solution of the problem

Thank you sir

Very Very Helpful

Iam getting this error 'AttributeError: module 'numba' has no attribute 'generated_jit' ' while importing ProfileReport i tired below mentioned solutions for that iam getting Java script error how to deal with that

Hello sir why pandas profiling is showing pydantic import error

ImportError: cannot import name 'soft_unicode' from 'markupsafe' I am gettig this error during installation of pandas-profiling

for any project if we are working with pandas profiling.. are we need to show eda part in our code or we just start remaining portion like feature selection, missing value handeling and feature engineeering. Now we dont need data visualization?

Sir I'm trying to make report of 600 mbs data set but it showing the error you can just make the report of 200mb datasets

Ye to bawal chejj Hai bhai iskoo chupaa doo yee pure gold h 24k

ImportError Traceback (most recent call last) Cell In[7], line 1 ----> 1 from pandas_profiling import ProfileReport 2 prof = ProfileReport(df) 3 prof.to_file(output_file='output.html') File ~\AppData\Local\Programs\Python\Python311\Lib\site-packages\pandas_profiling\__init__.py:6 1 """Main module of pandas-profiling. 2 3 .. include:: ../../README.md 4 """ ----> 6 from pandas_profiling.controller import pandas_decorator 7 from pandas_profiling.profile_report import ProfileReport 8 from pandas_profiling.version import __version__ File ~\AppData\Local\Programs\Python\Python311\Lib\site-packages\pandas_profiling\controller\pandas_decorator.py:4 1 """This file add the decorator on the DataFrame object.""" 2 from pandas import DataFrame ----> 4 from pandas_profiling.profile_report import ProfileReport 7 def profile_report(df: DataFrame, **kwargs) -> ProfileReport: 8 """Profile a DataFrame. 9 10 Args: (...) 15 A ProfileReport of the DataFrame. 16 """ File ~\AppData\Local\Programs\Python\Python311\Lib\site-packages\pandas_profiling\profile_report.py:15 13 from pandas_profiling.config import Config, Settings 14 from pandas_profiling.expectations_report import ExpectationsReport ---> 15 from pandas_profiling.model.alerts import AlertType 16 from pandas_profiling.model.describe import describe as describe_df 17 from pandas_profiling.model.sample import Sample File ~\AppData\Local\Programs\Python\Python311\Lib\site-packages\pandas_profiling\model\alerts.py:10 7 import pandas as pd 9 from pandas_profiling.config import Settings ---> 10 from pandas_profiling.model.correlations import perform_check_correlation 13 @unique 14 class AlertType(Enum): 15 """Alert types""" File ~\AppData\Local\Programs\Python\Python311\Lib\site-packages\pandas_profiling\model\correlations.py:8 6 import pandas as pd 7 from multimethod import multimethod ----> 8 from pandas.core.base import DataError 10 from pandas_profiling.config import Settings 13 class Correlation: ImportError: cannot import name 'DataError' from 'pandas.core.base' (C:\Users\PS\AppData\Local\Programs\Python\Python311\Lib\site-packages\pandas\core\base.py) ​

Getting this error while trying to create the output file TerminatedWorkerError: A worker process managed by the executor was unexpectedly terminated. This could be caused by a segmentation fault while calling the function or by an excessive memory usage causing the Operating System to kill the worker. The exit codes of the workers are {EXIT(1)} Tried a few things from Stakoverflow but could not resolve this, Could someone please suggest a solution.

finished watching

Nice video sir

For the code: from ydata_profiling import ProfileReport prof = ProfileReport(df) prof.to_file(output_file='output.html') I'm facing this error: ImportError: cannot import name 'Buffer' from 'typing_extensions' (C:\Users\ADITI DAS\AppData\Roaming\Python\Python311\site-packages\typing_extensions.py) Someone please help me to resolve this issue...

sir maza aana kab shuru hoga ??????????? very vbored iam

Hope i would have seen his channel before, nevertheless thanks a lot

Ye tool to chal hi nhi raha h sir mere jupyter p

💕❤

done

sir can we use this library or any other inbuilt eda featuring library instead of doing all steps in jupyter with coding? or analyzing by seaborn or matplotlib is best option?

I got memory error what to do sir

ye toh ho hi nahi rha

Hi! I am getting the error ImportError: cannot import name 'soft_unicode' from 'markupsafe' (C:\Users\SAMPARC\anaconda3\lib\site-packages\markupsafe\__init__.py) when running the code from pandas_profiling import ProfileReport prof = ProfileReport(df) prof.to_file('C:/Users/..../output.xls') Tried to search in google but could not solve. Please help

I'm getting error in installing ydata-profiling also.......Anyone pls help me

sir your videos is great but i have issues with pandas profiler i uses the same code you write in google collab and anaconda both but does get the output since i try to resolve this problem but can't find the solution as i am a newbie in machine learning . Anybody have the fix for this your help will be appreiciable thanks in advance

Can u share ur Jupiter file

@campusx-official If this tool can do everythinng, do we still need to learn to perform EDA manually? btw great work, appreciate your efforts.

i have been trying this but error error error

from pandas_profiling import ProfileReport prof = ProfileReport(df) prof.to_file(output_file='output.html') and output is TypeError Traceback (most recent call last) in () 1 from pandas_profiling import ProfileReport ----> 2 prof = ProfileReport(df) 3 prof.to_file(output_file='output.html') 2 frames /usr/local/lib/python3.7/dist-packages/pandas/util/_decorators.py in wrapper(*args, **kwargs) 309 stacklevel=stacklevel, 310 ) --> 311 return func(*args, **kwargs) 312 313 return wrapper TypeError: concat() got an unexpected keyword argument 'join_axes' where is mistake

Thank you so much Sir

Thanks

Thanks