Seaborn Tutorial 2020


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This video offers full protection of Seaborn with many actual world examples. Seaborn is a knowledge visualization library constructed on high of Matplotlib. Seaborn is usually used as a result of it makes enticing visualizations and works simply with Pandas and NumPy.

While with Matplotlib you typically have to put in writing a number of traces of code to create a plot, Seaborn makes assumptions on what you need which frequently interprets into getting the identical plot with 1 line of code.

If you need a video that condenses the entire Seaborn API and all that it could do into 1 video with a ton of examples, then this video is for you.

I cowl most all the pieces you may study by studying the API right here. Next I’ll cowl SciPy, StatsModels, Plotly, Cufflinks, Scikit-learn, TensorFlow, PyTorch, Keras, Scrapy, Linear Algebra, Calculus and extra. CLICK THE NOTIFICATION BELL

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TABLE OF CONTENTS
00:00 Intro
00:28 Setup
02:17 Import Data & Datasets
04:22 Distribution Plot
06:53 Joint Plot
08:19 Hexagon Distribution
08:36 KDE Plot
09:06 Pair Plot
12:05 Rug Plot
13:05 Styling
17:42 Bar Plot
19:35 Count Plot
20:41 Box Plot
23:17 Violin Plot
24:42 Strip Plot
26:50 Swarm Plot
28:07 Palettes
32:18 Heatmaps
38:33 Cluster Map
42:11 Pair Grid
46:57 Facet Grid
54:47 Regression Plots

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Comment List

  • Derek Banas
    November 10, 2020

    00:00 Intro
    00:28 Setup
    02:17 Import Data & Datasets
    04:22 Distribution Plot
    06:53 Joint Plot
    08:19 Hexagon Distribution
    08:36 KDE Plot
    09:06 Pair Plot
    12:05 Rug Plot
    13:05 Styling
    17:42 Bar Plot
    19:35 Count Plot
    20:41 Box Plot
    23:17 Violin Plot
    24:42 Strip Plot
    26:50 Swarm Plot
    28:07 Palettes
    32:18 Heatmaps
    38:33 Cluster Map
    42:11 Pair Grid
    46:57 Facet Grid
    54:47 Regression Plots

  • Derek Banas
    November 10, 2020

    new drinking game: drink every time he says ''aight?''

  • Derek Banas
    November 10, 2020

    This video was awesome! Thank you so much 🙂

  • Derek Banas
    November 10, 2020

    Where are the CSV links?

  • Derek Banas
    November 10, 2020

    Superb, well done.

  • Derek Banas
    November 10, 2020

    10:22 the total bill was 16.99, so the extra cent makes it an even bill.

    loved the video, very useful

  • Derek Banas
    November 10, 2020

    It's great to see your tutorial on seaborn, thanks for making such a video anyone can understand easily. I wanted to follow same use cases what were explained in video, but unfortunately i couldn't find dat set. Could you please share dataset link? That would be great help. Thanks again for making such video.

  • Derek Banas
    November 10, 2020

    Does anyone know how you would label each data point so the dataframe values showed above each plot on the graphs?

  • Derek Banas
    November 10, 2020

    The box in the box plot actually shows the Interquartile range (25th Percentile and 75th Percentile), not the standard deviation.

  • Derek Banas
    November 10, 2020

    how to change the hue color?

  • Derek Banas
    November 10, 2020

    Thanks man

  • Derek Banas
    November 10, 2020

    Hey anyone know how I can create 2 separate box plots next to each other rather than one above the other?

  • Derek Banas
    November 10, 2020

    Thank you soo much,
    Thank you soo much,
    It help me a lott
    You are a Legend….

  • Derek Banas
    November 10, 2020

    Hi! How are you? I hope you are doing well. I can’t believe that I just found your channel today. Thank you very much for all your content.

  • Derek Banas
    November 10, 2020

    32.2 heatmat

  • Derek Banas
    November 10, 2020

    Nice! Will you make a video on Altair?

  • Derek Banas
    November 10, 2020

    Hey Derek! In need of some recommendation so I look to you for advice.

    I'm reviving a 2014 laptop for a friend who wants to use it to program and surf the web (plenty of RAM and an SSD included). He wants a good looking desktop environment. I'm torn between suggesting Elementary OS and Kubuntu. (or can look towards xfce as well?) Thoughts?

  • Derek Banas
    November 10, 2020

    Great video Derek!!

  • Derek Banas
    November 10, 2020

    Sir,
    Please make a video about Pascal Programming

  • Derek Banas
    November 10, 2020

    Great! Is there anything that you don't know? Will you do Kung Fu lessons for beginners?

  • Derek Banas
    November 10, 2020

    Hello Derek,

    Can you make an online 1-hour tutorial for a domain specific language called GAMS? It is used in Mathematical Optimization community. You can download the free demo here:

    https://www.gams.com/

    Keep up the good work. Cheers!

  • Derek Banas
    November 10, 2020

    I've read the video's description.
    I've seen linear algebra and calculus too.
    You will be a life saver, Derek.
    Keep it up!

  • Derek Banas
    November 10, 2020

    Legit, awesome work.

  • Derek Banas
    November 10, 2020

    Wow you’re a true legend. Keeping up the promise to teach the community is very hard, yet you always ensure to achieve it. Thanks a ton.

    I will checkout this video. Also I checked the description of this video and one of the next items mentioned therein was Scrapy, May I ask if you could start with base as BeautifulSoup and then build on scrapy? Because BeautifulSoup is simple yet powerful, it forces the programmer to do all the work with good understanding of web scraping.

    Also another request. Once you find time please check the possibilities of making tutorial on PyQtGraph.

    Thanks😇

  • Derek Banas
    November 10, 2020

    Just what I wanted. Take lots of love, master. One more thing, which one would you prefer? Seaborn or matplotlib for basic visualization in data analysis.

  • Derek Banas
    November 10, 2020

    Thanks, Derek. Very Cool!

  • Derek Banas
    November 10, 2020

    Thanks 😊

  • Derek Banas
    November 10, 2020

    Merci Grandement (:

  • Derek Banas
    November 10, 2020

    Yes!

  • Derek Banas
    November 10, 2020

    Thanks a LOT Derek!
    Have been waiting for this one!
    You are a LEGEND🙏

  • Derek Banas
    November 10, 2020

    Hello Derek! What do you use for making the thumbnail of your videos?

  • Derek Banas
    November 10, 2020

    Sir is it helpful for machine learning coz I m following u for the whole course

  • Derek Banas
    November 10, 2020

    Wow … Thank you so much again … I was looking for both latest matplotlib and seaborn tutorial … You did both !!!! What a coincidence !!!

  • Derek Banas
    November 10, 2020

    Hey Derek! I just wanted to know how to show whiskers in boxplot as standard deviation and not as a percentile division?

  • Derek Banas
    November 10, 2020

    Thanks Eric.

  • Derek Banas
    November 10, 2020

    Waiting for tutorial to chickens.

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