Data Analysis with Python for Excel Users

Data Analysis with Python for Excel Users - Full Course

Рет қаралды 2,078,658

Күн бұрын

Learn how to use Python and Pandas for data analysis. This course will be especially helpful if you have experience with Excel, but that is not required. Learn how to create pivot tables, work with data, and make visualizations using Python, Pandas, and Jupyter Notebook.
💻 Source Code & Datasets: github.com/ifrankandrade/pyth...
🔗 Datasets: drive.google.com/drive/folder...
✏️ Course developed by Frank Andrade.
🔗 KZfaq Channel: / frankandrade5
🔗 PDF Python Cheat Sheet for this Course: artificialcorner.com/p/redeem...
🔗 My Complete Python Courses for Data Analysis & Data Science: www.udemy.com/user/frank-andr...
⭐️ Course Contents ⭐️
⌨️ (0:00:00) Intro
⌨️ (0:01:48) Install Python and Jupyter Notebook with Anaconda
⌨️ (0:03:53) Jupyter Notebook Interface
⌨️ (0:13:56) Cell Types and Cell Mode
⌨️ (0:21:34) Jupyter Notebook Shortcuts
⌨️ (0:26:39) Module 1 - Hello World
⌨️ (0:30:30) Data Type
⌨️ (0:39:10) Variables
⌨️ (0:46:53) Lists
⌨️ (1:11:14) Dictionaries
⌨️ (1:21:50) IF Statement
⌨️ (1:28:04) FOR Loop
⌨️ (1:33:49) Functions
⌨️ (1:40:59) Modules
⌨️ (1:44:41) Module 2 -Introduction to Pandas
⌨️ (1:51:08) How to create a dataframe
⌨️ (2:07:34) How to show a dataframe
⌨️ (2:14:24) Basic Attributes, Functions and Methods
⌨️ (2:26:17) Selecting One Column from a Dataframe
⌨️ (2:32:13) Selecting Two or More Columns from a Dataframe
⌨️ (2:37:50) Add New Column to a Dataframe (Simple Assignment)
⌨️ (2:47:51) Operations in dataframes
⌨️ (2:56:04) The value_counts() method
⌨️ (3:00:16) Sort a DataFrame with the sort_values() method
⌨️ (3:09:56) Module 3: Introduction to Pivot Tables in Pandas
⌨️ (3:14:42) The pivot() method
⌨️ (3:20:49) The pivot_table() method
⌨️ (3:29:00) Data Visualization with Pandas (New Dataset + Pivot Table)
⌨️ (3:38:38) Lineplot
⌨️ (3:43:05) Barplot
⌨️ (3:50:52) Piechart
⌨️ (3:54:36) Save Plot and Export Pivot Table
🎉 Thanks to our Champion and Sponsor supporters:
👾 Raymond Odero
👾 Agustín Kussrow
👾 aldo ferretti
👾 Otis Morgan
👾 DeezMaster
--
Learn to code for free and get a developer job: www.freecodecamp.org
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Пікірлер: 371

@quincylarsonmusic 2 жыл бұрын

That is one gorgeous cheat sheet. Thanks for everything you're doing for the global developer community, Frank. This course is gold.

@levarish Жыл бұрын

Can you please share the link for the cheat sheet?

@Thalescosta592 8 ай бұрын

@@levarish it's in the video description

@AlexisAndradeMonteiro Жыл бұрын

BEST PYTHON COURSE i EVER SEEN. i LITERALLY ENJOYED AND SPEND MY WEEKEND CONSUMING THESE CONTENT WITH PLEASURE. THANK YOU FOR YOUR MASSIVE SUPPORT FRANK

@mrCetus 2 жыл бұрын

That's the best content I've seen on jupyter and pandas so far! well done champ! I've spent my whole weekend going along on this course and I totally love it! Very well structured and full of examples you can run and you can test out on your own. had a minor set back on opening the csv file dgp but added the encoding parameter: df_gdp = pd.read_csv("gdp.csv" , encoding="latin-1")

@ThePyCoach 2 жыл бұрын

Thanks :)

@malwalsabino519 8 ай бұрын

I am a decent Excel user who has been so reluctant to learn any programming language. Your video changed my mind and after few hours of watching this video, I feel I can learn the basics of python in a short period of time. Your teaching style is amazing and your ability to explain things is fascinating. Thank you so much.

@victoriabraimoh8994 Жыл бұрын

Frank went all out with this course. perfect beginner course. hope we all make you proud

@mansasow 2 жыл бұрын

Thanks for this tutorial! It would have also been nice to show how to concatenate or merge multiples data frames (inner, left, right join).

@kku6749 Жыл бұрын

Best Tutorial on Python for Data Analytics I have seen so far... Your approach is commendable. Well done! I need to see more of your contents. This is good stuff!

@shishirdutt Жыл бұрын

Hi Frank! Many thanks for creating this wonderful course. You have taken humungous efforts for creating such a long and flawless content for everyone to learn. Highly commendable efforts!!

@marcoventura9451 Жыл бұрын

A very good begginer's course; it covers the basics of Python with Juipter Notebook IDE in a simple and understable way.

@dondata718 Жыл бұрын

Just finished this video. It is my first introduction to python and you did an excellent job. I appreciate this thanks

@gimiemini3034 10 ай бұрын

I have just finished this. Love it. So easy to follow and Frank was amazing. best video so far.

@nournissan1786 Жыл бұрын

I just finished this python course and I have to say it was so fascinating to learn about this language. Frank did a great job at breaking everything down !!

@swagat457 2 жыл бұрын

Amazing content Frank.. How effortlessly you explained everything in the most simplistic way.. Thank you

@Tradewithsimpleminded 2 жыл бұрын

Don't know where you watching this from my brother but I wished you all the best in life ❤️❤️

@jessicaliu8885 Жыл бұрын

Great course! Thank you so much! Spent a half day finishing the course. Very Helpful!

@tim64163 2 жыл бұрын

Fantastically explained, thank you so much. Clear, easy to understand and shows some good examples.

@usuis8541 7 ай бұрын

GENSHIN PREACH

@youtubewzd2196 7 ай бұрын

The course is really good but has a few caveats: 1. The Dataframe CSV for the short .pivot() method demonstration is not included. 2. The file gdp.csv is in Windows-1252 encoding in the zip file. This cannot be imported into a Dataframe without prior recoding into UTF-8. 3. The .pivot_table() example throws a FutureWarning. I had to list all features in values=['Quantity', 'Rating',...] to make it working. The problem comes from the attempt to sum non-numerical values. So only include columns with numerical values in values=[ ].

@robertspalding5635 2 жыл бұрын

Frank Andrade, thank you for the best, and most helpful tutorial of this type and this subject that I have ever seen.

@dimasjimenez3396 2 жыл бұрын

Extraordinary content, crystal clear explanation. Pure gold. We should be able to like the video a couple of times. Thanks a ton for such an wonderful content.

@fififb8616 2 жыл бұрын

Very clear and concise instructions! Thank you very much!

@imadias1926 3 ай бұрын

Best INSTRUCTOR with the best English accent that we can easily understand and you never miss any step for running Python, even though I'm a beginner but now I know How to use python because of this video 😍, some tutorial they skip some step and even we try to follow their instructions but we got lost 😊😊😊Thank you Instructor ❤

@lcastellanosm 2 жыл бұрын

I still didn't finish the full course but I already find it very useful and well explained. Thank you Frank!

@boknows8263 Жыл бұрын

have you finished it by now?

@gorkemoncul6565 Жыл бұрын

@@boknows8263 Not yet

@boknows8263 Жыл бұрын

@@gorkemoncul6565 he will never finish it, he is watching TV now lol

@michal.tomczyk 2 жыл бұрын

Enjoyed every last second of it. Great job!

@CodewithAby 2 жыл бұрын

Great course, broken down like ABC. Thanks Frank

@ajitmagar1195 Жыл бұрын

Nicely explained and step by step coverage of "whole" topic. ....Thank you Sir.

@caessar_mando 2 жыл бұрын

one of the best if not the best tutorial this channel has ever presented. Excellent job!

@richardfinney2548 2 жыл бұрын

Brilliant tutorial! You are a very gifted presenter.

@stathistsamis8964 8 ай бұрын

as a junior data analyst i found this video very useful keep going my friend!!!

@geekyprogrammer4831 2 жыл бұрын

I already know Frank for writing exceptional technical articles! Good to see you here too 😁😁

@thepycoachES 2 жыл бұрын

Nice meeting you on KZfaq too! :)

@m.e-ph8sy 26 күн бұрын

Amazing content Frank.. How effortlessly you explained everything in the most simplistic way

@ItsTheBookah 6 ай бұрын

Thanks for the amazing tutorial Frank! For people getting the unicode error: df_gdp = pd.read_csv('gdp.csv', encoding='latin-1')

@abdala-in-tech 3 ай бұрын

Thanks man!!

@nriezedichisom1676 2 жыл бұрын

This was a refresher course for me but notwithstanding, I learnt a whole lot.. Well done

@nriezedichisom1676 2 жыл бұрын

You are an excellent teacher but your KZfaq channel has very little content. Can you upload more videos?

@thepycoachES 2 жыл бұрын

@@nriezedichisom1676 Sure! More videos coming soon on my channel

@AmG895 Жыл бұрын

Thank you 🙏 you have explained so well. Amazing video. Learned a lot!

@priyavarshanrg700 6 ай бұрын

This Channel deserves 100M Subscribers Hats Off You Guys👏👏👏

@jmchisanga3 9 ай бұрын

I love this content it's well structured with lots of examples to make you understand and master it without any problem. 🇿🇲

@giantdutchviking 9 ай бұрын

Did you happen to run into issues making a line graph? I used the provided code in the tutorial but keep getting errors I need matplotlib.

@valentindumitru6648 Жыл бұрын

very clear and simple explanations , thank you!

@anthonynjoroge4641 2 жыл бұрын

From Kenya much Appreciated - Asante Sana-

@rafimaulana8294 Жыл бұрын

Definitely the best Python course for a data analyst who wants to level up from sql and excel only!!! Would recommend it!

@focus1007 Жыл бұрын

Sir currently I am working in excel only..will this course help me in getting job? I mean is it sufficient to land a job as data analyst? Pls guide🙏

@rafimaulana8294 Жыл бұрын

@@focus1007 for an entry level actually a combination of sql+excel only is fine, but as you level up you'll eventually need Python/R. I was like that too at first.

@focus1007 Жыл бұрын

@@rafimaulana8294 thankyou so much fr replying🙏...sir so acc to you ,can i start applying for data analyst with the knowledge of excel and SQL only? Or should i learn anything else also?

@rafimaulana8294 Жыл бұрын

@@focus1007 Yes, but try learning any data viz either google data studio/tableau/power BI. This would make an extra bonus point and quite easy to learn.

@focus1007 Жыл бұрын

@@rafimaulana8294 thankyou so much sir for replying..means a lot to me🙏

@leasunsun Жыл бұрын

Watched it during Chrismas Holiday. Enjoyed it and learned something new. Thank you!

@sindiso_ndlovu 2 жыл бұрын

No words can express how great your work is, thank you so much

@culturapoliticaycomputador9999 9 ай бұрын

Thank you for share this! I recommend this video for everyone wants to learn some basics of python, numpy and pandas is awesome.

@InnovativeIdeas-mp7up 2 ай бұрын

The presentation is engaging and makes it easy to follow the instructions.

@selcukdoven Жыл бұрын

Thanks for basic and effective course and plus English sound is perfect 👍

@ici6308 9 ай бұрын

Wonderful tuto. Very well explained !

@DJ-ct6so 6 ай бұрын

Excellent, very well explained. Very nice use of Jupyter notebooks. Many thanks for uploading.

@TheAl217 2 жыл бұрын

Thank you for taking the time to create this course and sharing your knowledge with others. Just some constructive criticism here, based on my experience using Excel for many years. In my opinion people looking to move to pandas from Excel are serious users of this package. I didn't find content here that will make me think I really need to move away from Excel to gain this capability. Also Excel's PowerQuery has a lot of powerful transformation capabilities. Instead of doing the visualizations, people may have benefitted more from examples covering merge, groupby, stack, unstack, melt, resampling and even how list comprehensions can be used to add columns based on conditions.

@robertstahl8835 2 жыл бұрын

My thoughts as well

@arpanrastogi2844 2 жыл бұрын

Like the way you have explained the concepts - thanks Frank. Not sure if I missed out, but I could not find anything related to tuples between the timestamp 0:39:10 to 1:21:50. Is it explained later?

@Delianur 2 жыл бұрын

Excellent... thanks you mr Frank Andrade

@kevinliew3916 2 жыл бұрын

Great introduction for everyday use!

@mrchuz0 2 жыл бұрын

I didn't understand the use of the lambda function in the ordering section (3:09:40), as you are trying to lower() the values but none of those are becoming lower. Could you explain deeper what failed there?

@Tlholo7 Ай бұрын

Love it. Thanks a lot, Frank! 🎉

@amadikechidera2613 8 ай бұрын

Very nice course, you are truly blessed

@jhillyt 2 жыл бұрын

Great corse Frank! Thank you for sharing. I'm just about to the end and I'm getting error loading the gdp.csv? 'UnicodeDecodeError' Any advice on this? Thanks in advance... UPDATE: saved csv as excel and was able to parse the file.....

@mohamad5005 2 жыл бұрын

Great and simple to mind tutorial

@KingLiongWong Жыл бұрын

This is a very good course for me, help me a lot. Thank you very much.

@cesarramos3569 Ай бұрын

Great video Frank!! regards from Peru

@elfridhasman4181 2 жыл бұрын

Thank You Very Much, Much Much More❤️, Love From Indonesia

@seifaya3724 Жыл бұрын

good job Frank .. really it's very interesting highly recommended

@ankurchanda1112 Жыл бұрын

Conditional formatting is probably the most powerful feature of Excel. Would be tough to replicate these features (say highlighting duplicate values) in Python. Or no?

@davidgitau8825 6 ай бұрын

Good learning here! The data should however be available for download to easily practice.

@timothyfleur7596 4 ай бұрын

Thank you very much, this was very informative and explained in detail!

@keithmason1485 8 ай бұрын

With the new Excel Python integration can everything in this course be done directly in Excel now?

@bsnljkd 2 жыл бұрын

Great Course! Thanks

@mhn17 2 жыл бұрын

Excuse me, off topic question, I just want to know how did you add the bracket symbols and the single quote symbols to both sides of the selected string, like in 2:53:04? Btw, thank you so much. The course is helpful and easy to follow for such a new data learner like me.

@thepycoachES 2 жыл бұрын

First, you have to select the text and then press either the [ or ' key. Hope that helps!

@arionrares7764 2 жыл бұрын

Is this only for Excel or any other program like the one from LibreO?

@jasimmhj1526 8 ай бұрын

Amazing deep learning. Thankyou

@Patrickus23 2 жыл бұрын

I love your content! Can you do a tutorial for using Redux arhitecture in Fluttter or can you tell me some resources to learn this arhitecture?

@boom78 2 жыл бұрын

Questions: does Jupyter Notebook have a feature to show the cursor horizontal location? PEP 8 says to limit lines to 79 characters, but I cannot tell where this is. Also, it the common style to put spaces in-between operators but not when including function arguments?

@victorgigreat1160 Жыл бұрын

Frank that was excellent work.

@MahmudYuldashev Жыл бұрын

Thank you so much. This is what I was looking for!

@user-kj4ni1rx4b 6 ай бұрын

God bless you for this project, I learned a lot from it.

@kunalrath5352 Жыл бұрын

In the section on reading a csv file to create a Dataframe, the syntax used by you, i.e df_exams = pd.read_csv('file_name.csv') doesn't execute as the file local directory is gonna be whole different as when tried in different PC local systems. Instead we can try using df_exams = pd.read_csv(r"file_name.csv") This syntax works perfectly.

@tical_fm Жыл бұрын

You're right, i also used the second option.

@vignesh28kk Жыл бұрын

i tried both the medthod, its not working

@vignesh28kk Жыл бұрын

Do we need to include the path of that csv file?

@tical_fm Жыл бұрын

@@vignesh28kk I copied the path of the file

@georgelam1878 Жыл бұрын

could someone advise where to download "StudentsPerformance.csv" file used in the course

@Aivanello 2 жыл бұрын

Thank you so much. This is a great course.

@mazyar79 3 ай бұрын

Thanks so much Frank! I'm just diving into the course and so far it's been amazing! I just tried to get the Cheat Sheet sent to me but I received an error: "Account is cancelled and can not accept new subscribers." Is there another way I can receive the Cheat Sheet? Much appreciated in advance.

@roywilson9580 7 ай бұрын

Nice video intro to pandas. I only found one problem: In the section on pivot tables, I had to set the encoding to ANSI to read the gdp.csv file as it errored out using the default UTF-8 encoding.

@user-jt4en7zg4c 10 ай бұрын

Thank you Frank, this is so useful

@sesematactivities2024 Жыл бұрын

THANKS FRANK, YOU MADE ME UNDERSTAND PANDAS

@user-ok5sm5ff1o Жыл бұрын

Amazing course big thanks!

@nomad_grant 3 ай бұрын

cheat sheet is no longer available through the link :( any chance you have an alternative download link for that? It looked very helpful! Fantastic video by the way. The pace was perfect for me!

@belezaesaude1101 5 ай бұрын

Estou muito feliz por ter me inscrito e ter acesso a este conteúdo.

@hannsflip 2 жыл бұрын

Great tutorial, was really explanatory, and really easy to catch up-

@poojaj1996 5 ай бұрын

got "TypeError: datetime64 type does not support sum operations ", @3.24. how to drop columns contains datetime64 type?

@dhavalp5724 2 жыл бұрын

Nice. If possible can u make video for Influxdb 2.0 with python 👍

@jiroro-digitalmarketing-se3685 Жыл бұрын

hi can you teach us how to format the percentage value with percentage format such as 23% than showing 0.23 thank you

@ThinhLe-eh9re 8 ай бұрын

Thank you very much Frank ❤

@suryahr307 2 жыл бұрын

Is there a similar course "Data Analysis with R for Excel Users" that anyone know of?

@coetzeejvr408 2 жыл бұрын

There are a few. But not on this KZfaq channel

@aakashdeb08 2 жыл бұрын

Consider reading tidyverse documentation for Data Analysis with R for Excel Users.

@michelfilipebr 6 ай бұрын

Excellent course! Help me to come through. :)

@princeademuwagun7870 9 ай бұрын

Extremely nice.... thank you.

@rahul28thakur 2 жыл бұрын

Thank you Frank !!

@sweetdulce8370 2 жыл бұрын

If it's possible could you do one for organic chemistry please?

@rockymani94 2 жыл бұрын

It good for beginners, if you add all sql operation like groupby , merge, fill and etc

@dynamictechnocrat 2 жыл бұрын

In pandas right

@rockymani94 2 жыл бұрын

Yeah pandas

@dynamictechnocrat 2 жыл бұрын

@@rockymani94 the object oriented technique in matplotlib is still confusing me ...

@rockymani94 2 жыл бұрын

@@dynamictechnocrat let me share you the right tutorials for that

@dynamictechnocrat 2 жыл бұрын

@@rockymani94 thanks dear

@Dongnanjie 4 ай бұрын

Love it. Thank you so much!

@mohannayakvarthya6772 2 жыл бұрын

Hey its amazing can you tell me where i can see the exported excel in my system

@Al-Ahdal Жыл бұрын

For example we have 10 rows of values that is random numbers and in columns, we have col1, col2, col3, col4. I need to pick the minimum row wise value first, and then pick out name of the column header for all the series, how can we do it in Python???? I know how to do it in Excel, we can do it by MATCH and INDEX functions in Excel, but how can we do it in Python, once data is read in Python. Product/Supplier Supplier 1 Supplier 2 Supplier 3 Supplier 4 Supplier 5 Supplier 6 Supplier 7 Product 1 57.97 72.20 39.01 60.33 71.40 72.82 60.93 Product 2 51.67 29.87 52.23 48.34 51.37 52.58 51.64