Master Your Exploratory Data Analysis with This Proven Portfolio Framework đź“Š
Learn how to perform effective EDA for your portfolio projects. Plus, apply now for the Winter 2025 mentorship cohort and take your data skills to the next level!
Christine Jiang
15.9K views • Jul 30, 2025
About this video
MENTORSHIP - Applications for the Winter 2025 mentorship cohort are now open!
Apply here → https://theanalyticsaccelerator.com/
🎬 We’re looking for a video editor! → https://bit.ly/46gfaJP
If you (or someone you know) loves editing long-form educational YouTube content and want to work with me on videos that make a real impact, I’d love to hear from you!
ABOUT THIS VIDEO
In this episode of the Portfolio Playbook, we move beyond basic EDA and into the phase that actually shows hiring managers you’re ready: real insight.
• Avoid analysis paralysis with clear project “North Stars”
• Go from “what happened” to “why it matters”
• Watch a live Tableau demo to uncover what’s driving change
• Learn how to turn findings into clear, team-ready recommendations
If you’re building a portfolio project that reflects real analyst thinking, this one’s essential.
→ Download the Gamezone dataset here: https://analyticsaccelerator.kit.com/sample-dataset
ABOUT ME
If we haven’t met yet - hi! I’m Christine, a former data director and hiring manager helping ambitious career transitioners and recent grads land their first job as a data analyst. I'll be sharing the insights and strategies that empowered over 70% of job-hunting students in the first cohort of my mentorship program landed their first data job within 6 months, in today's super-competitive job market.
If you want to become a standout data analyst through applied business skills, soft skills, and strategies for every part of the job hunt process - so that you can have confidence, professional leverage, and bring real impact to work - connect below for more insights and future workshops!
LINKS
- Get more tips in my newsletter - https://bit.ly/3LodfYs
- Apply to the next cohort - https://theanalyticsaccelerator.com/
- Follow on LinkedIn - https://linkedin.com/in/christine-jiang
- Instagram - https://instagram.com/cjiaang (my photography, because why not)
Timestamps:
0:00 - Introduction
1:43 - Business Context
4:07 - Exploratory Demo
5:27 - Sales Trends Over Time
6:33 - North Star Dimensions
9:00 - Investigating Sales
12:46 - Top Three Products
15:03 - Figuring Out the Why
18:12 - Documenting Insights
21:05 - Stakeholder Recommendations
23:04 - Caveats & Next Steps
Video URL: https://youtu.be/VoPtfDoPBpU
Apply here → https://theanalyticsaccelerator.com/
🎬 We’re looking for a video editor! → https://bit.ly/46gfaJP
If you (or someone you know) loves editing long-form educational YouTube content and want to work with me on videos that make a real impact, I’d love to hear from you!
ABOUT THIS VIDEO
In this episode of the Portfolio Playbook, we move beyond basic EDA and into the phase that actually shows hiring managers you’re ready: real insight.
• Avoid analysis paralysis with clear project “North Stars”
• Go from “what happened” to “why it matters”
• Watch a live Tableau demo to uncover what’s driving change
• Learn how to turn findings into clear, team-ready recommendations
If you’re building a portfolio project that reflects real analyst thinking, this one’s essential.
→ Download the Gamezone dataset here: https://analyticsaccelerator.kit.com/sample-dataset
ABOUT ME
If we haven’t met yet - hi! I’m Christine, a former data director and hiring manager helping ambitious career transitioners and recent grads land their first job as a data analyst. I'll be sharing the insights and strategies that empowered over 70% of job-hunting students in the first cohort of my mentorship program landed their first data job within 6 months, in today's super-competitive job market.
If you want to become a standout data analyst through applied business skills, soft skills, and strategies for every part of the job hunt process - so that you can have confidence, professional leverage, and bring real impact to work - connect below for more insights and future workshops!
LINKS
- Get more tips in my newsletter - https://bit.ly/3LodfYs
- Apply to the next cohort - https://theanalyticsaccelerator.com/
- Follow on LinkedIn - https://linkedin.com/in/christine-jiang
- Instagram - https://instagram.com/cjiaang (my photography, because why not)
Timestamps:
0:00 - Introduction
1:43 - Business Context
4:07 - Exploratory Demo
5:27 - Sales Trends Over Time
6:33 - North Star Dimensions
9:00 - Investigating Sales
12:46 - Top Three Products
15:03 - Figuring Out the Why
18:12 - Documenting Insights
21:05 - Stakeholder Recommendations
23:04 - Caveats & Next Steps
Video URL: https://youtu.be/VoPtfDoPBpU
Video Information
Views
15.9K
Likes
766
Duration
24:10
Published
Jul 30, 2025
User Reviews
4.6
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