I hope everyone finds this video helpful. The next video of the series will be posted tomorrow at the same time. The next video will cover how to plot time series data. I'd like to thank Brilliant for sponsoring this series. If you'd like to check them out then you can sign up with this link and get 20% off your premium subscription: brilliant.org/cms
@caiooliveira38185 жыл бұрын
It would be interesting to have a video about boxplots and outliers.
@Sabre005 жыл бұрын
Just what I've been waiting for!!!!! Time series plots!!!!
@SHUBHITTALUSBIS5 жыл бұрын
So sir you will not tell when you will start with numpy and pandas?
@coreyms5 жыл бұрын
I've already started working on those, but it takes a long time to complete a series. I'm currently going through a move, so it will be some time unless I get moved into my new place and get my office set up. It will likely be a month until I've made good progress on the numpy and pandas series.
@vivekjoshi7223 жыл бұрын
@@coreyms i have search for numpy in a chaneel but there no vedios, when i expect numpy tutorials
@mehmetkazanc58554 жыл бұрын
One of the best Python instructor in the KZbin.. !!
@programmer48334 жыл бұрын
the best
@sagarreddy74615 жыл бұрын
Great content Mr.corey. can you make series of tutorials on pandas n numpy modules. That will helpful for alot of people. Love n respect from INDIA..
@sanjj_14 жыл бұрын
Dude I cannot believe you offer this for free. I swear I will donate as soon as I am capable of it, this helps so much.
@LeonAlexGuitar3 жыл бұрын
Thanks Corey, this was a great help for my thesis!
@tanmayagarwal85134 жыл бұрын
One day I am sure your videos will also be in the list of Top trending video dataset that you have pulled out. Amazing explanation for each and everything! Thank you so much!
@dhananjaykansal80975 жыл бұрын
Lovelyyyyyy. Too good once more. You’re doing a very noble job sir. God Bless! Love from India....
@balabunat5 жыл бұрын
One more useful video. For me, as for beginning data scientist, it's VERY useful! Thank you so much 👍
@HhhHhh-et5yk4 жыл бұрын
Soo true!☄
@akosasuke51282 жыл бұрын
I've been binge-watching your videos for a while now, they are very rich and concise. It gives a beginner the right foundational introduction into data visualization. I'm glad I found your videos, I can't wait to see you work with more more sophisticated plots
@kopilkaiser8991 Жыл бұрын
Your videos helped me to learn more than I had learnt on my actual classes on Data Science. You are absolutely an awesome teached and have the capability to teach ans convey difficult knowledge in an easy and helpful manner. Thank you so much for making these videos. I am going to continue learning by watching the rest of your videos on this series.
@p3000g12 жыл бұрын
Hands down the best Python tutorial series on the internet
@bisratgetachew83732 жыл бұрын
You are such a great teacher. I can not thank you enough. From Ethiopia 🇪🇹
@smellymomo5 ай бұрын
Great video, Corey! I'm currently doing an Astronomy-related project which involves using a scatter plot, and this was a very helpful intro for that. Thanks.
@franciscorivas40364 жыл бұрын
Thank you Corey. You're such a great teacher. Greetings from Ecuador
@jimothybikael4 жыл бұрын
INSTANT SUB!!!! Tysm, my man. Exactly what I needed. Concise but thorough :)
@tugrulpinar163 жыл бұрын
I'm here after finishing Corey's pandas tutorial. Thank you for these amazing series!
@junealexissantos43413 жыл бұрын
Thank you so much sir. As a newbie, I find these videos so easy to understand. Thank you again. Hope you continue to make videos like this.
@allena7945 жыл бұрын
Thanks, Corey. I have learned a lot from your video.
@DominicNjoroge-y6n8 ай бұрын
Thank you so much! Exactly what I needed.
@anushag69064 жыл бұрын
Great series, one more humble request - can you do a series on 3D plots.
@itsjose6664 жыл бұрын
Watching these videos has been immensely helpful. Thank you very much for sharing your knowledge!
@lalu2255 жыл бұрын
Proper data analytics, great tutorial!
@zane003 Жыл бұрын
15:00 didn't expect old town road to show up here, totally makes sense
@rogerwilcoshirley22703 жыл бұрын
Thanks Corey, you do a great job with your videos, nothing identifiably spectacular, nonetheless effective and enjoyable.
@danielflorea30012 жыл бұрын
Excellent content, simple explanations, really easy to follow. Great work
@fredwooten145 жыл бұрын
Good stuff Corey appreciate the information!!!
@cherngliu88034 жыл бұрын
Thank you Schafer from Taiwan
@tymothylim65503 жыл бұрын
Thank you Corey for this video! It was very well planned in the sense that it transitioned well from basic to more intermediate stuff (like cmap!)
@SomeGuyInSandy5 жыл бұрын
Excellent series!
@the-ghost-in-the-machine1108 Жыл бұрын
great work!
@gokulsreekumar43714 жыл бұрын
Gold Mine 👌
@gamingandtechexperto2003Ай бұрын
please make seaborn tutorial too
@TerboBlitz5 жыл бұрын
Very clear. Well-done!
@meysamsalehi77063 жыл бұрын
Thank you. it was very useful for me.
@rickhehe3 жыл бұрын
I love that outlier:)
@thecatsister30403 жыл бұрын
Thank you for this video.
@adityarathore94794 жыл бұрын
You are a saviour man!
@sharvils42704 жыл бұрын
Old Town Road💖💖💖😂
@maiarob24 жыл бұрын
Thank you very much for the video!
@roshanican5043 жыл бұрын
Thank you so much for everything
@ironpolux3 жыл бұрын
Thanks for the vid :D. YT algo please love this guy
@wobius5 жыл бұрын
you could also look into the bokeh package. I think that would also make a great series, since it runs faster than matplotlib, but with a similar syntax
@coreyms5 жыл бұрын
Yes, I'll be covering Bokeh in a future series
@wobius5 жыл бұрын
@@coreyms Thats great! Bokeh also has an easy interface for interactive plots, hovertools and capabilities to save html files, which are nice to present data as dashboard applications. Can't wait to see your series. :)
@k1mfor5 жыл бұрын
@@coreyms Please consider Plotly and/or Dash as well!
@youtubecommenter51224 жыл бұрын
All the pointless to watch scatterplot videos for my KNN assignment question. Thank God for this video
@RozanMhrzn3 жыл бұрын
Thank you so much for the video !!!
@lewistaylor46202 жыл бұрын
Thanks to you dude. Ive managed to keep my hair on my head
@tehyonglip92033 жыл бұрын
Please make a video on curve fitting and regression lines
@nicholasmaloof83785 жыл бұрын
I know this has been posted a lot, but a pandas series (as well as some of the other popular data science libraries) would be awesome
@nicholasmaloof83785 жыл бұрын
Also - super excited for that KZbin API video :)
@Sripooja.Mahavadi5 жыл бұрын
Great video thanks a lot!!!
@FabioWilliamOliveira Жыл бұрын
It help me a lot
@ahmedhassanahmedhassan64955 жыл бұрын
thank you :)
@budoray5 жыл бұрын
Nicely done. How about covering the plot_date() and including color gradients?
@HiroshiT343 жыл бұрын
These data show how self-reinforcing KZbin likely is. I am sure that both views and likes are factored into the algorithm. So once you start to get likes and views the algorithm will highlight you meaning you get more likes and views leading to a self-fulfilling prophecy. It is not that the video is higher quality or even more popular, but that KZbin makes the content so through reinforcement.
@abhinav95614 жыл бұрын
Thanks man!!
@davidrainder662027 күн бұрын
gracias
@omareldamsheety4 жыл бұрын
Thank you
@anonymous_ghost_1232 ай бұрын
Great...
@tomaszkoodziejczyk77305 жыл бұрын
Awesome series! Can we use Log scale for the colorbar as well?
@TopicalAuthority4 жыл бұрын
Maybe it is updated but when I use the start code, it says "'tuple' object is not callable".
@SuperLangz5 жыл бұрын
Interesting outlier
@fun_facts1683 жыл бұрын
Hello Corey, Thank you very much for this great series. Can you please tell me how slicing works in scatter plot?
@parthrawri30014 жыл бұрын
Green is Corey’s favourite color.
@lord_nn5 жыл бұрын
Thanks for the series. I really enjoyed all the videos. A question I have is what libraries would you use to allow user interactions.
@coreyms5 жыл бұрын
A popular library for interactive plots is Bokeh. I'll be doing a series on that in the near future as well.
@ManishKumar-sw3cn5 жыл бұрын
Thanks corey!! how to verify the plotted points are exactly plotted.
@VictorCaldo5 жыл бұрын
cbar = plt.colorbar(orientation='horizontal') in case you want it to be horizontal
@mcmormus3 жыл бұрын
Is there a way to invert cmap='summer' so that the ratio changes from red to green?
@FallinPython3 жыл бұрын
@mcmormus Yes, there is. You only need to add “_r” in the end of your chosen colormap. example: Using “jet” colormap cmap = “jet” cmap = “jet_r”
@meetpanchal49082 жыл бұрын
Query here !! been doing as you instructed but while plotting on Y-axis it's showing 1,2,3,4 rather then orignal value. How to resolve it
@jordancachiaras8072 жыл бұрын
How would you plot the x y scatter as well as say a polynomial line that is the best fit line for the data points?
@interprimus11344 жыл бұрын
question, you import both matplotlib and pandas, but pandas already contains the matplotlib “inside”, how to use all methods matpotlib without it import using just pandas?) e.g. style thanks
@mrdrbernd5 жыл бұрын
The series is great! - but one question: is it possible to color code the density of points in a certain area, e.g. more dense points/ same points appear darker than less dense points?
@idrisaderinto96484 жыл бұрын
the outlier rode till it couldn't no more
@aqclaudio5 жыл бұрын
How its possible set legend to my data at scatter plot? ie male and female are groups inside this graph visualization
@bhargav18113 жыл бұрын
How u get all this data corey? By the way your video are very nice!!!
@avg_user-dd2yb2 жыл бұрын
Stackoverflow
@ushnakhan1983 жыл бұрын
I have a project coming, so can anybody tell me where should I get data from? to manipulate, analyze and visualize like he got data of top trending youtube videos so where did he get from??
@bikashacharaya474 жыл бұрын
while using plt.colorbar(), it return runtime error : No mappable was found to use for colorbar creation. First define a mappable such as an image (with imshow) or a contour set (with contourf).
@rasanbhangu4 жыл бұрын
Have you tried copy pasting, final code given by Corey on github?
@babaabba93483 жыл бұрын
hi what if x has 2 attributes and y is the label how can i plot this please
@N1KLAZ964 жыл бұрын
Great Video! Can you tell me how I can display images instead of points in the plot?
@azizaza82874 жыл бұрын
using imshow() method for data with images instead of show() method
@ambreeshkhurana11155 жыл бұрын
First of all, very nice video. I just have a question. I want to plot contours on a scatterplot, let's say that include 70%,90%, and 95% of all the points. Is there a way to do that. I couldn't find anything. I will appreciate any help. Thanks
@pinopino1385 Жыл бұрын
How can I plot two datasets within the same scatterplot? I don’t know how to define the y & x axis…
@timstark67445 жыл бұрын
Thanks Corey, great videos! Looking forward to rest of the series! I'm trying to do something like Hans Rosling's video with plotting some data points over a 10 or 20 year period to perform analysis and to better visualize my data. I see a library called plotly_express but for now I'm just going to use a more organic approach with matplotlib. Question I have is are you planning on showing how to integrate control of the event attributes to make the data more interactive? I'm thinking of taking a scatter plot and then popping up attribute information when the cursor is over a data point (assume we use axes_enter/leave_event or figure_enter/leave_event)?? Pardon me if you already covered this as I just started watching yesterday and am kind catching up still. Other graph type I'm interested in is the bar_polar to display several key metrics for a company or project, to better visualize overall performance at a glance. I really think data analytics and data visualization is hot right now, and appreciate your timing with this video series. It would be great to see this series as a foundational component and then another intermediate or more advanced series to address a variety of use cases and how we could leverage these skills we are learning here, and tweak them slightly to create even greater visualizations or interactive data analysis tools.
@coreyms5 жыл бұрын
Hey there. I'll be covering more interactive tools in the future, but not in this series. A popular library for that is Bokeh. I'll likely do a Bokeh series after the Pandas and Numpy series.
@therealrk5 жыл бұрын
Please sir help me I am scrapping a web and there is JavaScript on it for infinite scrolling page and I need to scrape data using requests_html but render is not working Can you provide more tutorials on it
@namegoogle18775 жыл бұрын
Hi Corey, how to set label to each point on scatter plot?
@nandalal-dev60954 жыл бұрын
one doubt on this video the data is about youtube trend's likes,viewcount and ratio then how did you get dislike ratio???
@SoftwareEngineering226 Жыл бұрын
Data which you have used is not in the description
@PattyBreath5 жыл бұрын
Thanks for this Corey, really useful series. Does anyone know how you can force the z axis (like/dislike ratio plotted by colour map) limits to be between 0 and 1?
@azizaza82874 жыл бұрын
you can do one thing , assume the highest ratio to be = 1 and lower ratio to be = zero and then use the map() function to map all the csv ratio values column cheers !
@HhhHhh-et5yk4 жыл бұрын
Using pandas , divide the ratio column by 100 and replace it to orginal dataframe. Then Change vmin =0 , vmax = 1 in plt.scatter(df.view_counts, df.likes, c = data.ratio , vmin ,vmax). Otherwise directly divide by 100 like shown below. Plt.scatter(df.view_counts, df.likes, df.ratio/100 , ...........) Cheers!♥️☄
@letzgoletzgoletzgo4 жыл бұрын
getting a value error on the data @corey schafer could you help me out here.
@fernandohood55424 жыл бұрын
How would I do a scatter plot in real time?
@jonathanstudentkit4 жыл бұрын
careful: correlation only models a linear relationship. The correlation may be zero even if the variables are stochastically dependent!!!
@SHUBHITTALUSBIS5 жыл бұрын
Video on boxplots?
@jeffery_tang2 жыл бұрын
missed opportunity to make the like/dislike ratio colormap to be green to red
@sarbazkhurasani4 жыл бұрын
again same day (16 jun) but 1 year later :)) date: 16. 6 . 2020
@alenjose39034 жыл бұрын
3 months and 2 days from the same day as last year.
@simon_ammi3 жыл бұрын
At this point in time, I'm trying to figure out how to plot a regression line on my scatter plot, anyone? Nice video though, thanks.
@smellypunks4 жыл бұрын
Would have been good to have seen one colour per series of data.
@munish2592723 жыл бұрын
00:02
@danielalegriasallo55513 жыл бұрын
"I'm gonna take my horse to the old town road"
@letzgoletzgoletzgo4 жыл бұрын
ValueError: The truth value of a Series is ambiguous. Use a.empty, a.bool(), a.item(), a.any() or a.all().
@Milo-f6t7 күн бұрын
No longer works!? Python is such a volatile mess...
@alimovasati44704 жыл бұрын
Honestly I am really disappointed you didn't talk about regression line!
@milleretguillaume93744 жыл бұрын
this look like R shiny content
@Arthurk3464 жыл бұрын
watching this in 2020-05-31 aint that cool?..
@AhmedSharaf8002 жыл бұрын
Anyone that got this warning "MatplotlibDeprecationWarning: Auto-removal of grids by pcolor() and pcolormesh() is deprecated since 3.5 and will be removed two minor releases later; please call grid(False) first." Use plt.rcParams['axes.grid'] = False