Big Data Visualization

[@akhilkn225]

Very useful video

[@nihariikakhurana1722]

I really loved will you get out of here thing,so cool! Lucid and in depth explanation,thanks!

[@graceleslie4666]

OMG I just learned so much...This was amazing...I want to show this to my son who is amazing at graphics but hates math. I think this will show him more efficiently how they can be used together. Keep up the wonderful work!

[@jadydigiorgiolalala]

So good! Thanks.

[@jennietobler-gaston1392]

This is a great video. May I use it as is in a research guide on data visualization for our library?

[@rangv733]

Thanks for all your content Siraj! Really useful.

[@techandlifestyle7767]

Another awesome video from siraj! just asking @Siraj Raval which country do you belong to?

[@moquant]

Great video!

[@dave1721]

his eyebrows are fabulous

[@aymensoussi8686]

amazing description Siraj as usual, i hope i get the chance to meet you n a kaggle even one day and thank you for every thing

[@dm_din]

Hey, Siraj! Last time I used cufflinks and found it usefull and user friendly, but I also found that there are not enough tools for more complex charts. Can you tell me how can I get a chart of distribution made from bar and line charts like in seaborn or how can I make contour chart connected with scatter like in sklearn classifier comparison?

[@danielwalsh1912]

I am a subscriber to Plotly online and I think there needs to be a clarification between Plotly offline (free) and online (paid so you can share). The paid online Plotly is agonizing because it has limited documentation on top of the fact that for animations, it cannot handle a large amount of data before timing out. Plus their customer service sucks because I have sent multiple requests over time in their chat box and get a 50% response rate. You can't call them up. The plus side to plotly is that if I want to share a visualization securely to a customer, it's fairly easy and included whereas tableau you have to pay way more. However, if you want to share a dashboard with multiple charts, creating it is painful in Plotly because the sensitivity of the dashboard box expansion is so fickle and frustrating. To be honest I am a little disappointed that Siraj chose plotly because I think there are way better or just as good alternatives. Plotly offline is interactive but I myself don't need interactive visualizations. Interactive visualizations are for the client mostly. If I need graphs for myself, matplotlib or seaborn are great. Tableau is a better alternative for interactive charts in my opinion and tableau can handle a lot more data. I am not going to renew my Plotly online subscription because the lack of documentation and work to make a simple chart are way more time when I can make it in Tableau faster.

[@TheRehan110592]

Hai siraj, great content! Which is better, bokeh or plotly ??

[@andrewsjd07]

Wow!! this was such a great video, so informative & content rich. I am going to explore Plotly after having watched this video. Siraj what are your thoughts on Gephi ? that is also a great visuallization tool for network analysis of huge datasets, they have amazing in-built layouts and it's open source too.

[@DanFrederiksen]

visualizing weights as a bitmap is a good one.

[@ldthan]

Do you have any video related to network or deep learning visualization? Your video is very excited

[@sekhem313]

wacky here. Multiple definitional variables (can be spatial or chemical measures) to be viewed dynamically. First drive was using the Hans Rosling dynamic boogie. What's the next step to manually subselect and project graphics that view time related performance and sensitivity? Thanks!!

[@JKim-jp4vc]

Last part is good in summarizing your content

[@michaelblum4557]

This is a really excellent series. Thanks!

[@KenJee_ds]

Great video! What are the thoughts on power BI? While I am not a huge fan, I still think they are doing some positive things with the R and python integration

[@danushkabandara]

hey siraj, I do a lot of image processing research. Therefore I want to be able to look at large image datasets to make sense of them. Are there any visualization tools that can show me a zoomed out view of an image dataset so I can start to see patterns in the image data?

[@krishnaik06]

Nice one Siraj...keep it up..

[@eav300M]

On the big data subjects have you done a video for PySpark ML? 🎉🙏👏🚀

[@1987osho]

Check out pyspark ml Arpan gupta

[@ianprado1488]

Great job 👏 👏

[@Dman8s]

I think each point in space is like a cone, Moving downwards infinitely smaller to nothing. I think normal light is higher up the cone so it has more distance to travel than say a tachyon which is further down the cone. Both might move at the speed of light but the tachyon has less distance to travel. Same for quantum entanglements where there remains 2 things connected further down the cone. Now dimensions in space is somewhat invisible to humans because we only see things from our perspective on the cone. We can only see the connections on the cone down to a certain level which is why the connection with quantum entanglement is invisible to humans over what we perceive as vast distances, as things get small the connections converge, you get quantum entanglement. Could big data help humans visualize this ?

[@navdeepsidana3006]

Bro do you know about the Vedic Astrology in which the birth chart "Kundali" are made representing the "Kundalini Energy", Those are statistics drawn from some complex mathematics based on The Planetary Motion, and How positioning of different planets, will bring new Cycles in our Lives. Can we used Machine Learning to Predict, Interpret and Decipher the Astrology of the Birth Chart for any given Subject (Person), in which we can predict the future lives of the Person, based upon what happened with the previous persons having the same position of the Planets in the same House 🏠, and also predict what it might mean if it's not that house? We can use statistics to Predict what's gonna happen in the Future! 👽👼🧜

[@adityapatil325]

You could, but it would be useless. Garbage in, garbage out

[@navdeepsidana3006]

@@adityapatil325 have you heard of of BSP Briggu Saral Paddhti.Our subconscious and Unconscious mind are influenced with the Subtle Energy we bring into this life during different events. It one of the most Accurate Vedic Astrology that can Predict almost everything you can ever imagine. If we can create a large CSV representing some Accurate data from some old wise Vedic Astrologer representing different planets on Houses and how they influence their lives. Do some training and testing. Who knows, maybe it will tell your future.

[@navdeepsidana3006]

Maybe, Siraj can have a better work around with this, if he believes in power of Our Subconscious mind.

[@landileite1]

Great Video. Congratulations.

[@L0Ls0ul]

Is there a fixed schedule for your live streams? (I really enjoyed the last one even tho there were some technical issues. It was very insightful!)

[@chi6168]

I wanna know as well!

[@tyler_russell]

Try out the holoviews library and the hvplot.pandas extension for plotting simplicity.

[@kunalr_ai]

Thanks for the episode

[@friendsonearth]

Thanks, for the update of my knowledge

[@williamdroz6890]

With "visdom" from facebook research, you can setup a dashboard with real-time plot using plotly under the hood.

[@alelasantillan]

Siraj, do you have a bad opinion about matplotlib?

[@shpazhist]

I see Siraj's new video, I click 👍 even before watching that video

[@jamesharbaugh5732]

Thanks for that pep broski.

[@DJRaagaMuffin]

Good video bro. Please can you make a video on how you make animated charts in ir videos

[@MuruganR-tg9yt]

Awesome thanks a lot...💐

[@prashantgoel1659]

How to make a neural net for fix any python error code plz?

[@arifindobson]

Siraj, love you from Indonesia ❤

[@jamergordon9495]

Thanks for the entertaining, AnswerMiner is a good one too.

[@spcraju]

Try Zoho Analytics for data visualisation

[@nishalk781]

Matplotlib 😂 and thanks for tis good video

[@Ramirezz11]

xD that part make me crying

[@kontrast6119]

I was doing some biceps curls in order to maintain my programming paled muscles and even dropped the dumbbell on my feet at that sequence of the video... Didn't know if I got to laugh or cry...

[@Ladyshaver]

Need-to-push-like-button-even-harder-but-KZbin-doesn't-let-me!

[@shpazhist]

Where do box plots fit though fit Siraj?

[@Earzone63]

Distribution

[@akaziehl]

Great video Siraj, just one question. Why did you remove the kaggle challenge live?

[@kick-tech4691]

It 12:23 am here in Bangalore India I've java exam Tomorrow and I'm watching this 😁

[@susanmachooka9753]

😊I love data visualization

[@bhuvaneshs.k638]

Can you do a demo on GAMENet Architecture for medical recommendation?... It's one of the best architecture I have seen... It involves Geometric Deep learning (GCN) , Differential Neural Mechine , and AI for business medical concepts... please please do a video on this using tensorflow... GAMENet (Graph Augmented MEmory Network) for medical recommendation...

[@tejasverma622]

Siraj sir , can you do something related to tsunami prediction, since your last live stream was related to earthquake . Btw , why have you put down that video. Can you put it back up, really wanted to study it. Please

[@abhaypratap5311]

I need TLS malicious dataset for analyzing malware is there anyone know the source?

[@akshatdhiman8819]

Gohan vs Cell epic fight!

[@keluargamasfaris]

siraj,please make a video about extreme learning machine in your next video. thank you

[@prashantmathur1007]

Why didn't you Mention About PowerBI. I think that's also a great Visualizing tool.

[@johnissa4611]

Because Microsoft might have stopped being a sponsor.

[@mipsuperk]

Don't use pie charts. They are almost always an inferior tool for any data visualization task. See "Save the Pies for Dessert" in the Perceptual Edge blog.

[@iamkabilan]

Expected topic

[@JaimeGuajardo]

Siraj, I love you.

[@ehfo]

thank you!

[@oliverli9630]

5:33 "would you get out of here?" hahaha... so heartbreaking

[@stasbatururimi3554]

Last part, summary of the type of graphs extremepresentation.typepad.com/files/choosing-a-good-chart-09.pdf

[@DavidCastilloAlvarado]

Sorry matplotlib, our relationship wasn't too strong...

[@michaelcortright3539]

David Castillo yeah, I’m ending the relationship quickly after watching this

[@mojahid6310]

Why have you removed LALN earthquake

[@palnyt]

best part of Dragon Ball! LoL

[@SarahAndreaRoycesChannel]

Ah, Hans Rosling. Gone way to soon, despite most likely owning a washing machine.

[@SarahAndreaRoycesChannel]

I'm not very religious, but I like the thought that somewhere in the afterlife he is gleefully exchanging visualization ideas with Florence Nightingale.

[@MuktadirAlam]

What about Power BI from Microsoft?

[@shobanaathiappan4275]

I love you siraj !!!!

[@arsalanashraf4950]

Is it okay to do a Masters in Data Science right after undergraduate program, considering I have a BSCS degree from top university in my country?

[@gillgill5594]

I am looking for "How to Predict Earthquake" video. It was there 2 days before but now I am unable to find it. I need it. Please help!

[@kaustubhdixit8184]

Why don't you write the code yourself?

[@gillgill5594]

@@kaustubhdixit8184 Why don't you mind your own business :)

[@johnytheripper]

a 3D pie? no thank you :D. great video and perfect timing - I just started a new job as a visual analyst. BTW - Tableau really is a great software and easy to learn. For anyone interested in best practises in learning about graphs, reports, dashboards etc. check out "The Big Book of Dashboards".

[@Orca-hp4zx]

Where is the Kaggle challenge from last week?

[@username42]

you know he passed the 500K subs threshold, maybe passing the t-series in one day :D

[@austinmitchell2652]

Plotly must have really stolen your heart, because in all your old videos you used matplot lib!

[@arkasaha4412]

Thoughts on plotly vs matplotlib Siraj? Might make a good video too.

[@yuzaR-Data-Science]

Hey Siraj, I like python and in many areas it is much better then R, but I dislike this video, because you did not mension GGPLOT2, which is IMO the best visualisation package out there, a single time! There are even adaptations of dplyr and ggplot2 packages in python, because they are still better then pythons tools. One day python might outperform R in visualizations, but now its simply not the case. Thus, if you wanna expend your knowledge to statistical-programming, data wrangling and clear-publication-ready plots, have a look on dplyr's dataframes (and tibbles) and ggplot (shiny etc.). They all part of one amazing package - tidyverse, IMO you can make a video about tidyverse :). Last, but not least, the visualisation of data is one think, but the visualisation of the model outputs and ML-algorithms outputs are also very inportant and deserve an extra video. Cheers

[@kick-tech4691]

Mota bhay ..... love you

[@anky137339]

matplot lib : Go Away haha , imbibing some humor nice. Isn't is hierarchy matlab--> matplot lib --> Plotly ..........

[@manojkumarpentela2069]

Datalit #3???

[@stepmum]

superset rulez

[@nanto-x]

5:31 hahaha lol

[@rish90s]

Why you remove LANL-Earthquake kaggle video :'-(

[@akshatdhiman8819]

Dataset about pewds beating T series

[@crandria2001]

This is a good video but I am obligated to hate it because my teacher linked my class here.

[@viditkhemka3495]

How many votes for plotly

[@MichaelMantion]

hate the background music. Why are you adding music?

[@SirajRaval]

hm noted

[@animalkiller6669]

Alexa make siraj less cringe

[@TykoBrian7]

Alexa: fuck off

[@floriankress6810]

First

[@penshon7775]

Qlik is better than tablue

[@ujjualts4416]

2nd

[@krishnasishray418]

Your gestures are very dramatic.You dance more than you teach.

[@liasheikh2595]

the background music/talking is very distracting.

[@powil4ss]

omg quit this hand gesture.

[@williamjackson8436]

Your hand movements are distracting. You distract viewers from the material you are showing. This could be a learning bearer

[@xxXXCarbon6XXxx]

Interested in data visualisations, check out Stephen Few - 'Show me the numbers'

[@DrSirmacek]

First