Day in the Life of a Data Analyst: Stakeholder ➡️ Co-Worker ➡️ SQL ➡️ Python ➡️ Visualizations

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Watch me reenact a REAL day in the life of a Data Analyst. From interviewing the Stakeholder for requirements to asking a coworker for the location of a table, to creating a SQL query, and analyzing the data in Python, you'll get to really FEEL like a Data Analyst.
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Пікірлер: 143

  • @ShashankData
    @ShashankData2 жыл бұрын

    Check out Deepnote using this link: deepnote.com/?

  • @analyticalmindset

    @analyticalmindset

    Жыл бұрын

    By him almost alienating the "One hit wonders" I feel he committed a kind of western problem solving tactic of "Throwing out the baby with the bath water". (Similar to how certain American state governments shut down stimulus checks and aid for everyone when a few people were scamming the system. Many people were living check to check and their lives depended on government aid) The company, in this example, wants to INCENTIVIZE reviewers who clearly at 1 point had the "sauce" to influence others who read their review. Anecdotally, I personally was a one hit wonder on Google Guides back in like 2016 until they sent me an email to make me feel special about a photo I took of a Las Vegas bus depot I was waiting at lol From then on, I felt empowered to take more photos from my travels and now I'm a top google guide. I know I might be the exception and not the the rule, but you miss out on the potential of a very impactful influencer when you omit about 800k+ reviewers just because they have1 review... even though a couple of them may have a very impactful way of reviewing . They may just need that jumpstart like I did. P.S At the end of the day a company values a "helpful" reviewer because they can influence others to go to a place, or buy a product. Just because a reviewer comments a lot , doesn't mean he can write a compelling review to convince people to make a decision based on what he/she wrote.

  • @Redneck2020
    @Redneck20202 жыл бұрын

    We need more of this 'real-life' problems type of video. No other Data Analysis creators are doing this. You seem to be demonstrating that business stakeholders can be vague in their requirements. How do Data Analysts steer/lead/structure these requirements gathering conversations to make them productive?

  • @waeeeezeeeee

    @waeeeezeeeee

    2 жыл бұрын

    for real !!!

  • @zulkhaireesulaiman8575

    @zulkhaireesulaiman8575

    2 жыл бұрын

    This this this!!!

  • @analyticalmindset

    @analyticalmindset

    Жыл бұрын

    This ! My first analyst internship was horrible because I truly had a hard time narrowing down exactly what my stakeholders wanted because they were vague but always acting like they were happy during the process. It was confusing for me at 19

  • @IQuickscopeCA

    @IQuickscopeCA

    Жыл бұрын

    you have to be direct. its the only way in my experience. narrow down the vagueness best you can and explain to them why the clarification is needed. analyst jobs require assertion imo

  • @BabyfaceGaming101

    @BabyfaceGaming101

    Жыл бұрын

    Yeah, I keep seeing day in the life videos and it is about their meeting times and lunch breaks...🤦

  • @bl8413
    @bl84132 жыл бұрын

    In grad school, none of the data I needed was ever available for me in a SQL database. Honestly, wrapping my head on what work in SQL is and why it’s so important has been hard for me. This was incredibly helpful though for contextualizing what SQL work looks like in this industry though

  • @ShashankData

    @ShashankData

    2 жыл бұрын

    I’m super happy to hear that! That’s the exact point of these videos

  • @Limestarz

    @Limestarz

    2 жыл бұрын

    I agree when I started learning SQL I thought it was a little overkill because all the data I have ever worked with at school or on the job (gov't 10+ yrs) could easily fit in to excel. Also most SQL tutorials only show small databases for demo purposes. So, it's kind of nice seeing actual huge datasets out in the wild and having a practical purpose/example of what you want to get out of it which is refreshing.

  • @briskwinterair

    @briskwinterair

    2 жыл бұрын

    i’m in grad school right now for analytics and none of the curriculum goes in-depth with SQL so i feel ya

  • @anaskhan4405
    @anaskhan4405 Жыл бұрын

    I gained a lot of confidence by watching this daily life experience...i had doubts regarding my current direction as someone shifting to data analytics career, thanx a lot!! Keep up the good work.

  • @joycegemcanete7217
    @joycegemcanete7217 Жыл бұрын

    I love how you are able to capture the actual tasks! Definitely a valuable content here in KZread! Keep it up, Shashank!

  • @jojox6145
    @jojox6145 Жыл бұрын

    This was the most useful ‘day in the life’ video I’ve seen thus far. Thank you for all you do for our benefit. I look forward to more useful and practical, authentic content like this.

  • @SophiaYangDS
    @SophiaYangDS2 жыл бұрын

    Love the very realistic a day in life video! 🙌 And the intro is so much fun. Great job!

  • @lilromain101
    @lilromain101 Жыл бұрын

    Honestly, what you're doing is amazing! There are many people who are interested in getting into the field of data science and analytics but don't really know what the career is really like, so having a regular day in the life on full display like this is really refreshing and insightful! Also, learning a lot of tips and tricks from your videos.

  • @ahmedmohiuddin1866
    @ahmedmohiuddin18662 жыл бұрын

    5 minutes into this video and I already love it. Awesome video Shashank.

  • @Voldemia
    @Voldemia2 жыл бұрын

    Love this kind of videos Shashank. So usefull and nicely explained. Thank you!

  • @specialbeamz
    @specialbeamz Жыл бұрын

    Just found your channel. Actual hands on is what I’m looking for and now here we are. I am looking to pivot into data analytics and this is super interesting. Thank you.

  • @Boomk27
    @Boomk27 Жыл бұрын

    A viewer from France : I love your videos man ! Everything is clear, I know exactly what data analysts are supposed to do thanks to your videos. I’m learning python, SQL (I’ve already a good level on excel and powerBI). Those videos are so helpful because we know exactly what skills we need to learn in order to become better !!!

  • @sinnersandsapphics
    @sinnersandsapphics2 жыл бұрын

    love these full walkthrough videos, thank you

  • @adityaariewijaya9284
    @adityaariewijaya92842 жыл бұрын

    Dude, this type of video is the one that hooked me up to your channel as subscriber! Loved it!

  • @gama218
    @gama218 Жыл бұрын

    Thank you so much sharing this kind of video. It is of great use for anyone asking himself what it is to be a data analyst. Still wondering if i'll jump off my actual job and you'r doing great material to think on. Keep up please :)

  • @RS-chino
    @RS-chino Жыл бұрын

    Sub’d! This is EXACTLY the content I’ve been looking for. Thank you so much! More please!

  • @akashaman7
    @akashaman7 Жыл бұрын

    You have no idea how insightful this video is. Thank you.

  • @kevidimitrisceci8096
    @kevidimitrisceci8096 Жыл бұрын

    Great video mate. I hope you make more similar like this one. Showing ways to solve problems and how to overcome them with small steps. Well done :)

  • @jrom8119
    @jrom8119 Жыл бұрын

    You're awesome! As a way of saying my thank you, i did not skip a single ad, that is to somehow contribute to you. Thank you very much for sharing your knowledge, skill and experience! Much appreciated!

  • @debayandas1128
    @debayandas11282 жыл бұрын

    You scared me with the Teams Call audio at the beginning.

  • @DJDan1608
    @DJDan1608 Жыл бұрын

    Loved this, so used to seeing the day in the life which involved breakfast, office your and gym, so happy I get to see someone doing actual work, great work aswell :)

  • @Trazynn

    @Trazynn

    Жыл бұрын

    And those videos usually only show them sitting in meetings and checking email in between all the food and gym.

  • @yashadmuthe9285
    @yashadmuthe9285 Жыл бұрын

    Awesome work shashank !

  • @michieem21
    @michieem212 жыл бұрын

    awesome video!! more like this in the future please! so helpful ❤️

  • @Arqade8
    @Arqade8 Жыл бұрын

    Thank you Shashank Kalanith! I like these type of videos where you show the work....wish for more of these videos in the future.

  • @yashvarshney8651
    @yashvarshney86512 жыл бұрын

    Lovely format! Thanks!

  • @shaktibiswal5761
    @shaktibiswal5761 Жыл бұрын

    Thanks for the detailed analysis.

  • @saichander4337
    @saichander4337 Жыл бұрын

    Thanks Shashank, that really gives an insight of Data Analyst. appreciate it. much needed one :)

  • @bcak611
    @bcak611 Жыл бұрын

    DeepNote seems like a right tool, checking it out tomorrow. thank you!!

  • @deeppatel0927
    @deeppatel09272 жыл бұрын

    Great shashank 👍

  • @nationhlohlomi9333
    @nationhlohlomi9333 Жыл бұрын

    The hardwork you put in your videos is amazing

  • Жыл бұрын

    Great video man!Thank you for intresting hour!

  • @wendy_113
    @wendy_113 Жыл бұрын

    You are Amazing I'm subscribing and joining this is exactly what I needed

  • @javierbustamante393
    @javierbustamante393Ай бұрын

    This was fantastic, thank you! A video of how to navigate with the ambiguity of stakeholders would be super helpful!!

  • @notta3d
    @notta3d Жыл бұрын

    Excellent video!

  • @ibrahemgamel1121
    @ibrahemgamel1121 Жыл бұрын

    Great Content Thanks Shashank

  • @paulbuono5088
    @paulbuono5088 Жыл бұрын

    Very cool video. I like the real-time commentary/explanation. I'm just getting started and still basically don't understand much of what you're doing but very entertaining and useful nonetheless

  • @RunOs3
    @RunOs3 Жыл бұрын

    Thank you. This video helped me decide my next move.

  • @BabyfaceGaming101
    @BabyfaceGaming101 Жыл бұрын

    Thank you...that is exactly what I was looking for...I wanted examples of what I would be doing as a data scientist in relation to other team members and you gave a concise explanation of it...

  • @irvingpurata2939
    @irvingpurata2939 Жыл бұрын

    Its was great to see real work presented. Please share a video on how you would pressent to stake holder. Thanks a million

  • @PicklePops
    @PicklePops Жыл бұрын

    THIS IS AWESOME THANK YOU!!!!

  • @aakritichoudhary2211
    @aakritichoudhary2211 Жыл бұрын

    This video is such a gem! Thank you! 🥰

  • @viniciusguedes6715
    @viniciusguedes67152 жыл бұрын

    Awesome video Shashank, A+ content as usual The best DA Channel in yt by far

  • @ShashankData

    @ShashankData

    2 жыл бұрын

    Thanks a ton!!!!

  • @j192002
    @j1920022 жыл бұрын

    You will be my instructor in master school this coming 2 weeks, very excited and ready to start a new career!

  • @ShashankData

    @ShashankData

    2 жыл бұрын

    Super excited to have you on!

  • @HobbitFamily
    @HobbitFamily Жыл бұрын

    I am trying to get a job as a Data Analyst. I have learn SQL but I still can not wrap up the pictures of how can SQL work with real practice. This video is showing me everything in reality works. It is very helpful.

  • @heemoad474
    @heemoad4742 жыл бұрын

    Great content as always👏🏼, I’m a super fan. Btw, I think you’re the one who really deserve to give the incentives to by judging how much time and effort you’re putting into this, much appreciated. See ya in the next live session.

  • @kronic254
    @kronic2542 жыл бұрын

    That was great, if you could do more of these that would be awesome

  • @daniii6169
    @daniii6169 Жыл бұрын

    Hey Shashank ... You are really awesome man... I watch all your videos and learn alot ... I am a customer experience analyst ... I sometimes struggle with the verbal analysis using the customer comments in multiple nps and after order or chat survey data.. Can you make a video on that as well?

  • @ramaraju4621
    @ramaraju4621 Жыл бұрын

    I got demotivated while learning SQL now this gave me some hope to continue my course and complete ...

  • @Codemanlex
    @Codemanlex2 жыл бұрын

    You are literally the best data analyst channel on KZread I love how you show what you do This video just made me realize I've been doing well with my projects

  • @shashank7260

    @shashank7260

    2 жыл бұрын

    Yes you are right. I was also glad that i can relate my projects with the actual tasks in job.

  • @YavuzDurden
    @YavuzDurden Жыл бұрын

    This videos are so helpful. I really say thank you :) (pls more videos from real life tasks)

  • @rahulrd2713
    @rahulrd2713 Жыл бұрын

    shashank you have done a great job !!! this really helps. i know you have very good set up but iam not sure why your audio is low or not so clear or may be its just because of room there is echo,. i couldn't hear you properly. just a small suggestion you may take care in the next videos.

  • @evedickson2496
    @evedickson24962 жыл бұрын

    Great video.. thank you

  • @alainj1
    @alainj1 Жыл бұрын

    Ah not sure how I never saw this video but thanks for the actual insight to a potential day of a Data Analyst. I think too many videos show this very limited time working without the actuality of a day; of course not leaking a company's info is key but most videos seem a bit fairytail. Great work

  • @taiwo_the_illusive
    @taiwo_the_illusive Жыл бұрын

    Would love to see more of these types of breakdowns! 👍🏽

  • @nomad__raj
    @nomad__raj2 жыл бұрын

    Hey Shashank would like to know if you could make a video on a way where we could query the data and send it to Google sheet with automation

  • @simenandreasknudsen9272
    @simenandreasknudsen9272 Жыл бұрын

    Awesome video! But for the next video, please use some compression on the audio because it's vary a lot in volume! ;) By later thought it was only in the intro, but it's a nice tip for later production

  • @AkshayKumar-vd5wn
    @AkshayKumar-vd5wn2 жыл бұрын

    New to the channel here. I use Excel and reduce most of the coding reuqured for analysis. Sounds different but Ezcel has tools that I can use for analysis with just few clicks. As for visualizations I transfer it to PowerBI.

  • @eyyupyavuz2769
    @eyyupyavuz27692 жыл бұрын

    awesome video. ı am looking forward to seeing these kind of videos more

  • @ShashankData

    @ShashankData

    2 жыл бұрын

    100%, we'll be doing more of these going forward!

  • @beautyofthailand7393
    @beautyofthailand7393 Жыл бұрын

    After delivering a report I often get a reply like “That is exactly what I asked for, but it’s not what I want” Then you end up creating a new report So as a data analyst you have to anticipate and include other data that will be of value

  • @keylanoslokj1806

    @keylanoslokj1806

    8 ай бұрын

    So what's your point? Ask more questions to understand the requests better?

  • @utica2burn
    @utica2burn2 жыл бұрын

    Hi Shashank Very interesting video! I have been looking to make widgets and implement them on my website but have gotten a bit stuck. It seems Deepnote is similar to Chart studio. I'd prefer though to go through my standard local Jupyter Notebook or Jupyter labs. Another video suggested using HvPlot and Panels, but I don't see how to go from local implementation to using it on a webserver. I think part of this stems from the fact that most tutorials stop before that step unfortunately and from me not really understanding how it works fundamentally - I'm not quite sure which part is made in HTML, java, and python. I'm pretty sure HvPlot turns everything into Java though and from there I just need a way to go from the widget in the notebook to a website.

  • @Levy957
    @Levy957 Жыл бұрын

    you're the best

  • @nayeem3905
    @nayeem39052 жыл бұрын

    Nice insight. Do you plan on completing practical statistics for data science playlist?

  • @jacobhenry9028
    @jacobhenry9028 Жыл бұрын

    This is fucking gold!

  • @N3v3rm1nd91
    @N3v3rm1nd91 Жыл бұрын

    The only "Day in the life" where the person seems like they actually work at a real corporate job.

  • @osmaryguevara9604
    @osmaryguevara9604 Жыл бұрын

    I'm a BI data analyst in Consulting, and SQL is a Must. I use it for ALL 😆🔥 (PostgreSQL)❤️

  • @ushnakhan198
    @ushnakhan198 Жыл бұрын

    Omggg this is such an underrated vid on internet. This guy is literally creating content that is actually insightful and informative. Love your work

  • @zhengyanlin2844
    @zhengyanlin2844 Жыл бұрын

    really great content! btw Iol after seeing the simplified Chinese comment from the highest vote_helpful player

  • @luduvugla
    @luduvugla Жыл бұрын

    Hey Shashank. Great work as always! The work that you just demonstrated here, would that be a mid-senior type of work or? Do you have any examples of what would have been an starting point data analyst type of work? Kind regards

  • @pyg9466
    @pyg94662 жыл бұрын

    Please make a video of you presenting to a stakeholder.

  • @lynju_
    @lynju_2 жыл бұрын

    need a vid of where you present for sure

  • @halowaffles
    @halowaffles2 жыл бұрын

    2:41 "Also, happy hour today?" The only part of this vid I can wholly relate to lol

  • @MambaM3ntality
    @MambaM3ntality Жыл бұрын

    Thanks

  • @parkshermoso1012
    @parkshermoso1012 Жыл бұрын

    Soon as I head the zoom call ring I knew this shit was gonna be relatable lmao

  • @CaribouDataScience
    @CaribouDataScience2 жыл бұрын

    I don't suppose have the code book for this data?

  • @AashishKumar-wq2bw
    @AashishKumar-wq2bw Жыл бұрын

    Want more of this kind of videos where we can follow along with you and get a chance work on some real world problems please!!!😇

  • @badisheffey4550
    @badisheffey4550 Жыл бұрын

    Excellent video!! Would you also talk about "Deepnote" and the setup. For example, how can you access the company's data in the first place? Is SQL embedded already? Etc. Thank you for your awesome work Shashank!!

  • @DanielAbeka

    @DanielAbeka

    Жыл бұрын

    i also had to do some searching and i found out that on the far right side of the 'deepnote' screen there is an option to add the files. add the 4 files and on one of the filenames when its done importing, right click and there is an option to "Query with SQL". i think thats how he got the data into 'Deepnote'.

  • @nicbajitogaming8947

    @nicbajitogaming8947

    Жыл бұрын

    This "Deepnote" tool seems very powerful and convenient 🤤

  • @robinjerry5592
    @robinjerry5592 Жыл бұрын

    Nice😆

  • @_nic_senpai
    @_nic_senpai Жыл бұрын

    @shashank Kalanithi I would like to know which environment or software were you using that allows you to use sql and Python

  • @jeddyycomments
    @jeddyycomments Жыл бұрын

    Is there a link to the database for this? Would like to try it myself but the pinned comment link isn't working for me, just directs me to my own deepnote?

  • @suyashghadi2014
    @suyashghadi2014 Жыл бұрын

    Hi Shashank....Could you please clarify the part....where in the dataframe num_games_owned .....you are using already filtered dataframe called top_reviewers_dataframe....and you are using group by steam_id and Selecting max of num_games_owned.....Is the use of max() function correct in this scenario?

  • @k.kavinbarathi9773
    @k.kavinbarathi97732 жыл бұрын

    Can you please make a video on how to get a job in the US and how you got there.

  • @errolm8313
    @errolm8313 Жыл бұрын

    This was amazing! What online courses do you recommend/ projects one can take on to learn more python? Currently I'm doing Google data analytics cert and got exposure to R. And I have some basic knowledge of python. Not enough to be dangerous tho

  • @ShashankData

    @ShashankData

    Жыл бұрын

    Thank you! That's awesome! Have you checked out the Python course I have on this channel?

  • @nellypokam6737
    @nellypokam6737 Жыл бұрын

    Excellent! Thank you Shashank. Please could you tell me how are you using sql script and results displayed directly in the ipynb notebook without import pyodbc or other similar module? This will be helpful for my work :-)

  • @muhammedhashir8157

    @muhammedhashir8157

    Жыл бұрын

    +1

  • @Griffindor21
    @Griffindor212 жыл бұрын

    Great video! All those coding you did in Python to manipulate the tables you pulled out from an SQL, can that not be done in Power Query and Power BI?

  • @ixternal9295

    @ixternal9295

    Жыл бұрын

    Python is faster for larger datasets

  • @MrComa119
    @MrComa119 Жыл бұрын

    Hey, I love your videos, keep it up! Quick question, what was the software you used at the beginning to type in your sql script snd have it displayed right under? It looks like Jupyter notebook?

  • @ShashankData

    @ShashankData

    Жыл бұрын

    Deepnote! There's a link to the notebook in the description

  • @MrComa119

    @MrComa119

    Жыл бұрын

    @@ShashankData thank you!!

  • @KG-lr2qw
    @KG-lr2qw2 жыл бұрын

    Doesn't character count introduce bias? eg 100 words in Chinese uses far fewer characters than 100 words of Spanish

  • @ShashankData

    @ShashankData

    2 жыл бұрын

    Great consideration! We should segment it by language next time

  • @Try_Hard_Dad
    @Try_Hard_Dad Жыл бұрын

    I like how he's slightly sassy with himself.

  • @christopherlo9446
    @christopherlo9446 Жыл бұрын

    nice informative video, the audio is really echo-y though

  • @neelabhsomani5129
    @neelabhsomani51292 жыл бұрын

    Hey shashank! Amazing video like always. I am an entry level Machine Learning engineer. I wanted to know how I can practice this because I don't really know any source from where I can pull data out of a database and work with it.

  • @ShashankData

    @ShashankData

    2 жыл бұрын

    Deepnote is how I practice generally. You can perform SQL on Pandas DataFrames so instead of using Python, I'll use SQL. Check out the pinned comment

  • @DJ_Gallow
    @DJ_Gallow2 жыл бұрын

    The Chinese reviewer around 18:50, not a happy camper lol..Anyway thanks for this video! very interesting

  • @hellfire8535
    @hellfire85352 жыл бұрын

    The Team's call sound scared me. Phew

  • @davidjackson7675
    @davidjackson76752 жыл бұрын

    What took were you using the SQL?

  • @mustafakamal8608
    @mustafakamal8608 Жыл бұрын

    But, but.... at what time do you wake up, go to work and hangout after work over?

  • @davidjackson7675
    @davidjackson76752 жыл бұрын

    Wait! You said that you would my dashboard done today?

  • @Mocitydon
    @Mocitydon Жыл бұрын

    This is awesome 👏🏾

  • @davidjackson7675
    @davidjackson76752 жыл бұрын

    You misspelled seaborn?

  • @riyat777
    @riyat7772 жыл бұрын

    hey shashank i miss your teaching tutorial you're a very good teacher...starting teaching us again 😊

  • @ShashankData

    @ShashankData

    2 жыл бұрын

    I'll have an R tutorial coming up soon :)

  • @amankumarjaiswar7321
    @amankumarjaiswar7321 Жыл бұрын

    What is the name of the ide??

  • @ishandandekar1808
    @ishandandekar18082 жыл бұрын

    "SQL up together" 😂

  • @SenorJonathan14
    @SenorJonathan142 жыл бұрын

    What is the shortcut to add quotation marks on a selection of text?

  • @ShashankData

    @ShashankData

    2 жыл бұрын

    In most IDEs you just highlight the text and hit [SHIFT + ' ]. Most IDEs add pairs of brackets, or parentheses, or quotation marks

  • @SenorJonathan14

    @SenorJonathan14

    2 жыл бұрын

    @@ShashankData Awesome, thank you!