StatQuest: Histograms, Clearly Explained

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Histograms are one of the most basic statistical tools that we have. They are also one of the most powerful and most frequently used. However, they are not without pitfalls... So this StatQuests covers the essential information that you need to have to make the most of histograms.

For a complete index of all the StatQuest videos, check out:

If you'd like to support StatQuest, please consider...

Buying The StatQuest Illustrated Guide to Machine Learning!!!

...or...

...a cool StatQuest t-shirt or sweatshirt:

...buying one or two of my songs (or go large and get a whole album!)

...or just donating to StatQuest!

Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:

#statquest #statistics #histogram
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I am from India and I am learning MACHINE LEARNING in Engineering. Your videos are really just awesome and very clearly explained with suitable examples. keep it up.

debjitpatra
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Josh, you are my stats tutor G.O.A.T. I love you, your team, your videos, and your songs. Thanks for paying the price of digging deep into the intuition behind these concepts and providing it to us on a silver platter. I hope you are continually filled with happiness for the impact you are making in our lives. Thanks a lot.

littleKingSolomon
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This channel is definately worth at least $10000 (one year school)

dengzhonghan
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I'm a student in a lab doing bioinformatics. Your videos are excellent, sweet and cute~ I love the songs you singing at every beginning. Thank you so much!!!❤

btlcwhh
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Damn, if I had known your channel sooner, I wouldn't have hated statistics! Keep up the good work!

atesztoth
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I am from Pune, India and I just realized I came to North Carolina because of StatQuest ! I recently graduated from UNC Charlotte with a MS CS degree !

yogenghodke
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Josh, I can't thank you enough. Your contents are awesome. Some day when I imigrate from this sanctioned country, I will definitely support you via buying your shirts and other stuff.

amirmohammadjalili
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You sir are a hero for making these videos!!! Why can't university professors teach as well as you?
Thanks so much!

Dalln
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Holy smokes...that bam gave me the chills!!! This gotta be the simplest holiest explanation of a histogram!!

DUDEVSTECH
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I felt in love with stats after watching this

RohitSingh-nmwd
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Omg. No one has taught me such a basic concept like histogram the way you have. aahh love this channel. I'm learning machine learning and i decided to go back to basics before going to advanced machine learning algorithms like xgboost

kirtan
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Helpful Information!!
Thank you!!

A simple approach to choose the width depending upon the size of the data...

Find Range
Range= Highest Value - Lowest Value

Find Number Classes (K)
Apply Sturge's Rule = 1+3.322(LogN)
Where N is the Number of Observations in the data

Finally find the Width of the class
Width=Range/K(Number of Classes)

*Approximate K before finding Width
*Keep Width of the class to the nearest multiple of 5 (Suppose you get width as 6 make it 10)

slmnsolomon
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Holy Moly, so much simplified, I hate youtube to not show this first when I was searching about "histograms"!!!

pritomdasradheshyam
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I had subscribed this channel before and I haven't seen anything until I accidentally played one video which Started with Stat Quest makes me so happy. And I was like he is singing and then I started playing your videos to listen to your songs. Then I decided to watch this video. And From tomorrow onwards I will going to start this playlist. These are great. Thank you for making these.

aamnasuhail
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please make a course on probability and statistics...for deep learning which includes concepts like
-confidence interval in all the different scenarios
- hypothesis testing in different scenarios
- ANOVA(one and two way)
- chi-square and Pearson correlation coefficient.
- co-variance & pooled covariance
- wilcoxon test
 - tukey test
- spearman test
- covariance matrix and PCA. And how they are related??

gauravk
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Just found your channel a few minutes ago and boy am I already questing on and on. Thank you for the amazing lessons!

sidasmad
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Hi there
Excellent
Please please don't stop, go on!
I wanna learn statistics through this channel completely

younesvaezpour
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Thank you Josh! i had such a good laugh while learning stats. your videos are bite sized and easy to understand. kudos for being a great teacher <3

tiktokfinds
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taking a data science course at Berkeley and your videos are so helpful, thank you!!

barb
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Hi Josh,
I just love your videos. They are highly informative. I really appreciate the work you are doing. I am learning a lot from your videos. Thank you very much.

lakshaygupta