Uploaded April 2025 | Updated September 2026, 32 minutes ago
Itβs 2025. Youβve automated workflows, styled dashboards in Plotly, and whispered to Python like a pro. So why are you still exporting everything to Excel?
Because Excel is not a tool. Itβs a belief system. π§
In this Data Science Therapy video, we unpack the psychological warfare of data teams vs. Excel-obsessed execs, and offer real coping strategies for anyone whoβs ever had their dashboard exported to death.
π§ Tips you'll get:
How to automate behind the scenes and fake it with Excel
How to win over stubborn stakeholders (yes, even Cheryl)
How to survive Excel trauma with your dignity (mostly) intact
π¬ Drop your most cursed Excel horror story in the comments!
π Like, π¬ comment, and π subscribe for more workplace therapy disguised as data content.
___________________________________
π Subscribe to my channel: bit.ly/2GsFxmA
π Playlist for more data science interview questions and answers: bit.ly/3jifw81
π Playlist for data science interview tips: bit.ly/2G5hNoJ
π Playlist for data science projects: bit.ly/StrataScratchProjectsYouTube
π Practice more real data science interview questions: platform.stratascratch.com/coding?code_type=2&page_size=100&utm_source=youtube&utm_medium=click&utm_campaign=YT+ds+therapy+excel
______________________________________________________________________
Timeline:
0:00βββ - Intro
0:44 - Let's start with the trauma
1:26 -The Excel Cult
1:53 - Why Python isn't enough
2:24 - Coping mechanisms
2:43 - The "dashboard delusion"
3:02 - Playing the long game
3:20 - Final words
______________________________________________________________________
About The Platform:
StrataScratch (platform.stratascratch.com/coding?code_type=2&page_size=100&utm_source=youtube&utm_medium=click&utm_campaign=YT+ds+therapy+excel) is a platform that allows you to practice real data science interview questions. There are over 1000+ interview questions that cover coding (SQL and Python), statistics, probability, product sense, and business cases.
So, if you want more interview practice with real data science interview questions, visit platform.stratascratch.com/coding?code_type=2&page_size=100&utm_source=youtube&utm_medium=click&utm_campaign=YT+ds+therapy+excel. All questions are free and you can even execute SQL and Python code in the IDE. Still, if you want to check out the solutions from other users or from the StrataScratch team, you can use ss15 for a 15% discount on the premium plans.
______________________________________________________________________
Contact:
If you have any questions, comments, or feedback, please leave them here!
Feel free to also email us at team@stratascratch.com
_____________________________________________________________________
#excel #datascience #humor #pythonvsexcel #datastruggles #automation #dataanalysis #python #excel #datascienceprojects #coding #programming #programminglife #machinelearning #artificialintelligence #dataanalysis #datavisualization #bigdata #techtutorials #learntocode2025 #softwaredevelopment #dataengineering #ai #codinglife #programmingtutorials #dataanalytics #pythonprogramming #tech #codenewbie #memes
Itβs 2025. Youβve automated workflows, styled dashboards in Plotly, and whispered to Python like a pro. So why are you still exporting everything to Excel?
Because Excel is not a tool. Itβs a belief system. π§
In this Data Science Therapy video, we unpack the psychological warfare of data teams vs. Excel-obsessed execs, and offer real coping strategies for anyone whoβs ever had their dashboard exported to death.
π§ Tips you'll get:
How to automate behind the scenes and fake it with Excel
How to win over stubborn stakeholders (yes, even Cheryl)
How to survive Excel trauma with your dignity (mostly) intact
π¬ Drop your most cursed Excel horror story in the comments!
π Like, π¬ comment, and π subscribe for more workplace therapy disguised as data content.
___________________________________
π Subscribe to my channel: bit.ly/2GsFxmA
π Playlist for more data science interview questions and answers: bit.ly/3jifw81
π Playlist for data science interview tips: bit.ly/2G5hNoJ
π Playlist for data science projects: bit.ly/StrataScratchProjectsYouTube
π Practice more real data science interview questions: platform.stratascratch.com/coding?code_type=2&page_size=100&utm_source=youtube&utm_medium=click&utm_campaign=YT+ds+therapy+excel
______________________________________________________________________
Timeline:
0:00βββ - Intro
0:44 - Let's start with the trauma
1:26 -The Excel Cult
1:53 - Why Python isn't enough
2:24 - Coping mechanisms
2:43 - The "dashboard delusion"
3:02 - Playing the long game
3:20 - Final words
______________________________________________________________________
About The Platform:
StrataScratch (platform.stratascratch.com/coding?code_type=2&page_size=100&utm_source=youtube&utm_medium=click&utm_campaign=YT+ds+therapy+excel) is a platform that allows you to practice real data science interview questions. There are over 1000+ interview questions that cover coding (SQL and Python), statistics, probability, product sense, and business cases.
So, if you want more interview practice with real data science interview questions, visit platform.stratascratch.com/coding?code_type=2&page_size=100&utm_source=youtube&utm_medium=click&utm_campaign=YT+ds+therapy+excel. All questions are free and you can even execute SQL and Python code in the IDE. Still, if you want to check out the solutions from other users or from the StrataScratch team, you can use ss15 for a 15% discount on the premium plans.
______________________________________________________________________
Contact:
If you have any questions, comments, or feedback, please leave them here!
Feel free to also email us at team@stratascratch.com
_____________________________________________________________________
#excel #datascience #humor #pythonvsexcel #datastruggles #automation #dataanalysis #python #excel #datascienceprojects #coding #programming #programminglife #machinelearning #artificialintelligence #dataanalysis #datavisualization #bigdata #techtutorials #learntocode2025 #softwaredevelopment #dataengineering #ai #codinglife #programmingtutorials #dataanalytics #pythonprogramming #tech #codenewbie #memes
![Facebooks Most Common Data Science SQL Interview Question [2021 Interview Question and Answer]
This is the most common data science interview question from Facebook. Itβs the most commonly tested concept on Facebooks coding interviews, especially in the beginning rounds.
In the previous video, we talked about 5 coding concepts that companies test for in 2021 so now well actually solve the 5 questions that test your understanding of these concepts. If you havent watched that video, heres the link to the video - https://bit.ly/3ek04by
Link to the question: https://platform.stratascratch.com/coding/2005-share-of-active-users?python=&utm_source=youtube&utm_medium=click&utm_campaign=YT+description+link
π Subscribe to my channel: https://bit.ly/2GsFxmAββ
π Playlist for more data science interview questions and answers: https://bit.ly/3jifw81ββ
π Playlist for data science interview tips: https://bit.ly/2G5hNoJββ
π Practice more real data science interview questions: https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+description+linkββ
Timeline:
Intro: (0:00ββ)
Interview Question: (0:50ββ)
Solution Approach: (1:50ββ)
Explore data: (2:28ββ)
Identify the required columns: (3:40ββ)
Visualize output: (4:14ββ)
Code in increments: (5:14ββ)
Conclusion: (10:16ββ)
About The Platform:
Im using StrataScratch (https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+description+linkββ), a platform that allows you to practice real data science interview questions. There are over 1000+ interview questions that cover coding (SQL and python), statistics, probability, product sense, and business cases.
So, if you want more interview practice with real data science interview questions, visit https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+description+linkβ. All questions are free and you can even execute SQL and python code in the IDE, but if you want to check out the solutions from me or from other users, you can use ss15 for a 15% discount on the premium plans.
Contact:
If you have any questions, comments, or feedback, please leave them here!
Feel free to also email me at nathan@stratascratch.com
#SQLβ #DataScienceInterview Facebooks Most Common Data Science SQL Interview Question [2021 Interview Question and Answer]](https://i.ytimg.com/vi/XRwxYOhHdE8/mqdefault.jpg)




![Exploratory Data Analysis For An Uber Python Data Science Project [Part 1]
In this video, well take you through a data project from Uber called Partner Business Modeling. Well delve into the details of exploring and cleaning up the dataset. Well use popular Python libraries such as Pandas, NumPy, and Matplotlib to manipulate, analyze and visualize the data. And showcase how custom functions can be used to create bar graphs and how to clean and change rows using the apply method.
Watch the next parts:
π Part 2: Using Python Pandas To Answer Business Questions For An Uber Data Science Project: https://www.youtube.com/watch?v Lzi4Qoy2v4
π Part 3: Data Science and Uber: Solving Partner Business Modeling using Python: https://youtu.be/xlppLbv7nb0
π§βπ» Go to the question through the link below and follow along with us:
https://platform.stratascratch.com/data-projects/partner-business-modeling/?utm_source=youtube&utm_medium=click&utm_campaign=YT+data+preparation+uber+project
π Subscribe to my channel: https://bit.ly/2GsFxmA
π Playlist for more data science interview questions and answers: https://bit.ly/3jifw81
π Playlist for data science interview tips: https://bit.ly/2G5hNoJ
π Practice more real data science interview questions: https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+data+preparation+uber+project
Timeline:
Intro: (0:00βββ)
Data exploration and cleaning: (0:37)
Coding the solution: (6:49ββ)
Conclusion: (β8:57)
About The Platform:
Im using StrataScratch (https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+data+preparation+uber+project), a platform that allows you to practice real data science interview questions. There are over 1000+ interview questions that cover coding (SQL and python), statistics, probability, product sense, and business cases.
So, if you want more interview practice with real data science interview questions, visit https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+data+preparation+uber+project. All questions are free and you can even execute SQL and python code in the IDE, but if you want to check out the solutions from me or from other users, you can use ss15 for a 15% discount on the premium plans.
Contact:
If you have any questions, comments, or feedback, please leave them here!
Feel free to also email me at nathan@stratascratch.com
#PythonDataProject #PythonInterviewQuestion Exploratory Data Analysis For An Uber Python Data Science Project [Part 1]](https://i.ytimg.com/vi/ZOthTms86Bw/mqdefault.jpg)




