Video není dostupné.
Omlouváme se.
Python Pandas Tutorial 2: Dataframe Basics
Vložit
- čas přidán 18. 08. 2024
- This pandas tutorial covers basics on dataframe. DataFrame is a main object of pandas. It is used to represent tabular data (with rows and columns). This tutorial will go over,
1) What is dataframe?
2) Create dataframe from csv file and python dictionary
3) Dealing with rows and columns
4) Operations: mean, max, std, describe
5) Conditional selection
6) set_index function and usefulness of it
Topics that are covered in this Python Pandas Video:
0:00 Introduction
0:15 What is Dataframe?
2:02 Import pandas in jupyternotebook
3:34 Create dataframeusing python dictionary
5:15 Use head() method
5:52 Use tail() method
6:10 Use Indexing and slicing in dataframe
8:12 Insert new cell in current cell
8:39 What is the type of your dataframe?
10:01 Operations with your dataframe
10:34 Use max() method
11:02 Use mean() method
11:11 Use min() method
11:23 Use describe() method
12:12 Conditional select the data in your dataframe
14:55 Pandas operations list
15:41 Use set_index() method
18:12 Use reset_index() method
Code: github.com/cod...
Do you want to learn technology from me? Check codebasics.io/... for my affordable video courses.
Next Video:
Python Pandas Tutorial 3: Different Ways Of Creating DataFrame
• Python Pandas Tutorial...
Very Simple Explanation Of Neural Network: • Neural Network Simply ...
Popular Playlist:
Complete python course: • Python 3 Programming T...
Data science course: • Data Science Full Cour...
Machine learning tutorials: • Machine Learning Tutor...
Pandas tutorials: • Pandas Tutorial (Data ...
Git github tutorials: • Git/Github Tutorial
Matplotlib course: • Matplotlib tutorial
Data structures course: • Data Structures And Al...
Data Science Project - Real Estate Price Prediction: • Machine Learning & Dat...
To download csv and code for all tutorials: go to github.com/cod..., click on a green button to clone or download the entire repository and then go to relevant folder to get access to that specific file.
🌎 My Website For Video Courses: codebasics.io/...
Need help building software or data analytics and AI solutions? My company www.atliq.com/ can help. Click on the Contact button on that website.
#️⃣ Social Media #️⃣
🔗 Discord: / discord
📸 Dhaval's Personal Instagram: / dhavalsays
📸 Codebasics Instagram: / codebasicshub
🔊 Facebook: / codebasicshub
📱 Twitter: / codebasicshub
📝 Linkedin (Personal): / dhavalsays
📝 Linkedin (Codebasics): / codebasics
🔗 Patreon: www.patreon.co...
Check out our premium machine learning course with 2 Industry projects: codebasics.io/courses/machine-learning-for-data-science-beginners-to-advanced
Highly recommended to those who are searching for the perfect tutorial on Pandas! He literally reads a learners mind!
Literally, your pandas playlist is better than any other paid courses.
Thank you so much ❤
really, u must have a very fast eyes movement. he is ok. great learning is good too. try both to learn more
What a legend, explains it so well. Exactly what I needed. Thanks
Comment==True
czcams.com/video/dXVTRrxcOWY/video.html
Who should file Return of Income according to law
Please like, comment, share and subscribe.
Thank you
@@zerostudy7508 in
Actually a great beginners tutorial
Treat this comment as appreciation.
It's awesome to follow your videos and I am slowly getting a lot of hands-on in Python coding. I highly appreciate your efforts that people are getting educated with your videos.
I am watching your videos in 2x...and I am still comfortable in understanding also saving my time..
bharath bhimshetty take your time to learn from great teachers, try to fully understand what they are saying. Its not wasting time while learning cause you will inevitably waste your time on some other stupid things.
Alt Cunningham jup, you prob won’t learn much from trying to speedrun the video. Taking your time and actually trying these functions is way more usefull.
I'm also watching it in 2x. and later practicing 4x ....
And believe it's worth it.
Step by step roadmap to learn data science in 6 months: czcams.com/video/H4YcqULY1-Q/video.html
How to learn coding for beginners | Learn coding for free: czcams.com/video/CptrlyD0LJ8/video.html
only half way through and I'm already excited about what I've gained from this! can't wait to try this when I get to the computer. thank you for such clear explanation!!
ME TOO I AM SO EXCITED
Machine learning tutorials with exercises:
czcams.com/video/gmvvaobm7eQ/video.html
Step by step roadmap to learn data science in 6 months: czcams.com/video/H4YcqULY1-Q/video.html
Your tutorial is so good that I had to sign in to give you a thumbs up
In the starting I learned Java script and I also used Notepad++ but now learning python from you bro you are super cool your videos are very interesting hands off 🙏🙏
I just started learning Python for data analytics and this is a very good explanation on how we can use pandas. Thank you😀
Awesome tutorial, thank you for putting this together, i've been learning Pandas in my spare time but I had quite a few light bulb moments watching your videos.
First video that got straight to the point
👍👍
Thank you so much, I've literally searched for an hour now how to draw charts with conditions. I finally found it here.
El video muy bien explicado. Paso a paso a fin de entender el proceso completamente bien. Por ahora no hay dudas. Espero que surgan pronto!
Muchas gracias! Me encantó!
This is such a good tutorial. Simple and smooth without giving any complex explanation. Explaining by examples rather than the theory behind it. Thank you so much. Subscribed!!!
🤗🙏🙏🤔
try others like great learning, Mosh, and few other plonkers.
Very effective teaching of pandas here. Thank you for such a great resource
Been going through your Python playlist and it's perfect. Absolutely great work on these videos.
I was searching for over a week the whole internet, how to print rows, where the country was "Germany" ("Snow"). You explained this in a few seconds. If I could give you 100 Likes, I would do this. Thank you very MUCH
Sir you are great and you explained better than most of my faculty and online tutors thank you so much sir really helped a lot
These are so great. I've been looking all over for the best introduction as a person converting from Excel, and yours is way better than others I've come across.
Thanks a lot for the video. Exactly what I was looking for. Keep making tutorials on data structure like this
can you please help me on this code I want to make filter on the data frame about what it's temperature is > 13 , and I am coding on Pycharm , so I write it like this print(data_frame['tempreature']>13)
@@ahmedhelal920 df["temprature"][df["temprature"]>13]
i found your videos so fascinating ,i had wached several videos before i got yours and there i understood nothing therefore thanks for an amazing tutorial
Thanks for explaining it with clarify, this is what I have been looking for
clear cut explanation for beginners like me compared to paid courses. thanks sir
Its great that you don't cut video for errors
I have taken classes and I have the basics but still confused your made it sattle in my head. Thank youl
One of the Best tutorial i have seen about dataframes .. Bundle of thanks
The best video on data frame basics. Thank you
Glad it was helpful!
No words to say! Awesome explanation.
Learnt about using short cuts along with simple pandas code examples for dataframe. Thanks.
You are a great teacher. Thank you for helping me to start my data science journey.
Awesome job. This is great tutorial for Pandas dataframe introduction. Thank you!
I am glad it was helpful
You made me very comfortable to use pandas. Kudos to you
A great explanation and covered almost important things in one video almost is superb, thanks a lot sir
Thanks bro for teaching me dataframe
dude you are awesome. I dont leave comments but I learned soooo much. Saved my a** on my homework
Naught-Book, nicely explained
Great tutorial ! Thank you so much for this explanation. Exactly what I was looking for.
I am going to watch the next one right away :)
THANK YOU SOOOOOOO MUCH. UNREAL. I'VE BEEN STRUGGLING FOR DAYS AND DUDE YOU'VE EXPLAINED IT ALL SO EASY. A MILLION THUMBS UP! THANKS!!! :D
Is there a command to show every variable in a column? For example if you had a large database with lots of different variables under 'Weather' would there be a command to show a list of them all and how many in each?
Wow thanks so much! do you do online tutoring or anything at all?
Ah okay. Thanks for your replies. Your videos are the best!!! :D
i have never seen such an excellent tutorial. explain in very simpler way with good ascent hats of to you
A natural teacher!
Great Tutorial...I mean really Great Explaination
You are the best tutor ever, that helped me alot. Thank you
Glad it helped!
it's so much better than coursera python course in data analysis
thank you
Really explained in a great way...love it❤️❤️
Thank you so much 😀
Great session of pandas, I learnt lot of about pandas DataFrame, Thank you sir for have a great session
you are doing better job explaining than sentdex . Awesome brother !!
the speed at which he speaks is perfect for us Indians :)
00:02 Data frame is the main object in Pandas used to represent tabular data.
02:31 Importing data into a dataframe using read_csv function or Python dictionary
05:11 Printing rows and columns using DataFrame head and tail methods
07:57 Exploring DataFrame types and column printing in Python Pandas Tutorial 2
10:38 Dataframe operations like max, mean, describe, and conditional selection are demonstrated.
13:32 Using dot max to print specific row and column in dataframe
16:06 Changing index and using loc function
18:43 Setting index and unique index in Pandas Dataframe.
Crafted by Merlin AI
thank you sir, you way of explanation is really amazing and it makes the concept simpler.
Thank you Sir for this awesome tutorial. I could not grasp any idea about pandas from other videos. I luckily found this video and I am gonna complete the series and try different datasets.
Glad it helped!
I am enjoying this playlist very much. Also completed numpy, python as well. Your explanation style with real life data and examples is preety much fascinating and interesting and it motivates me to play with data which makes a good player in case of performing EDA. Thanks for your efforts for us sir
Data frame is a main object in Pandas . It is used to represent data with rows and columns ( tabular or excel spreadsheet like data)
Code :
import pandas as pd
df = pd.read_csv("C:\\Users\\ayush\\Downloads\\weather_data.csv")
df.shape # gives number of rows and columns
df.head(2) # print starting 2 rows
df.tail(2) # print last 2 rows
df[2:5] # print row 2 to 4.
df[:] or df # to print all the rows
df.columns # gives all columns
df.col_name # to print specific column
df[['event','day']] # to print specific columns
df['temperature'].max() # gives the max value present in temperature column
# we can print -- mean()
--- std() # standard deviation
df[df.temperature >= 32] # condition
pandas had many operations
we can set / reset index.
Very simple explanation and easy to understand.. Thank you !!
See mine pls.
Just Amazing!!! Appreciate you efforts sir. Thank you very much.
I am glad it was helpful
I really enjoyed you the way you explain. All success to you.
Well explained
Highly recommended for basics
I am happy this was helpful to you.
Sir your teaching methodology is awesome 👌
Very well done. Easy to follow and explained simply. Thanks.
glad you liked it kevin
Sir your explanation are very informative. People like me do not have coding background
who want to understand Dataframe this is the right channel to learn
Once again Thankyou verymuch for this kind vedios
Great, I am glad you liked it Senthil.
Thank you ….df=pd.read_csv(r’filepath\weather.csv) ……works
Thank you Soo much for this course. I can't express enough how much this course has helped me. This free course is far better than any other paid courses I've seen so far. Thank you so much. I'm in a little fix on the path for the data frame. I mean where you fixed the path. I think my path is correct but each time I run, I keep seeing syntax error. please I need your help.
The explanation goes smoothly into the brain, if u listen carefully
ha ha... thanks Shaik
@@codebasics sir ur videos are superb, r u providing training also so i can join
Legendary explanation 👏 🙌
Today is my exam and I'm learning now at 5am....
Thanks Sir👍🏻
👍☺️ wish you all the best for your exam Ankit
@@codebasics Thank you sir 🙏 🙌
what a lovely explanation and knowledge sharing
What a nice introduction to use Jupitor using DF,Excellent Sir.Learn something valuable...looking more and more.Thanks
This is amazing! Thank you!
your videos are extremely helpful
Glad you think so!
Loving these series
😊 glad u liked it
Thanks for the clear and simple explanation.
Thanks a lot sir, u explained with very ease....
your way of teaching was amazing and very easy to understand the concepts.. Thank you so much sir.. ❤️❤️😊
Prathish, I am glad 👍
Amazing tutorial just love it. Thank you so much.
Very good! Congrats and keep up the good work!
Clean and clear...Thumps up!
Thank you so much for this video. It has helped me a lot in understanding dataframes.
I am happy this was helpful to you.
Thank you very much Sir.
Really great work mate, keep doing what you are doing, cheers!
keep posting such high quality content man.....love u
Sure gaurav. thanks for the comment.
Thank you so much, SIR.. Very helpful....
Glad it was helpful!
Thanks man.....you have made the learning very easy.
Great explanation
Glad it was helpful!
@@codebasics I have learnt python. What next I should learn. Give me a proper sequence please.
amazing sir✨
it's a great one ,it helped me to understand pandas
I am glad it was helpful
Nice teaching
Thank you! Outstanding tutorial
You are very excellent
Very nice job 😉
Awesome and easy to follow. Thank you.
Awesome tutorial thanks!
excellent video sir..simple explanation....
thank you for this presentation
Glad it was helpful!
thx 4 vid man !
awesome sir
Very informative and understandable. Thank you for sharing your knowledge.
awesome tutorial, thank you
codebasics may I know where you are located?
codebasics if you are from Delhi, I would have tried to meet you in person
@@codebasics hey i live in Bridgeport would love to connect +1646 204 5957
thank you for awesome presentation. thumbs up!
nice video thanks❤
Thanks for video