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Welcome to the Onyx Data November 2025 Challenge!

Nov 01 - Nov 27, 2025 | EST

You will analyze an E-commerce Sales dataset from a global software retailer that sells subscriptions and add-ons across analytics, design, collaboration, and AI.

Winner announcement

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Activate your ZoomCharts visuals Free Developer License!



Activate your ZoomCharts visuals Free Developer License!

Go to your dashboard to download your free ZoomCharts Developer License and see how to apply it in Power BI Desktop here 👇


Ready to submit your report for review?

Thank you! Your report has been submitted!

View report

Submitted:

Your report will undergo validation. Once the validation of your report is complete, we will send you a Power BI Publish to Web link that you can share publicly.

Confirmed your submission fits the criteria:

Reviewed:

Rejection reason:

Sorry, we are no longer accepting entries for this competition. Stay tuned for future events!

Something went wrong, please contact support!

Timeline

Registration Open

Registration Open

01 November | 04:00

-

Submissions Open

Submissions Open

01 November | 04:00

-

Workshop | E-Commerce Sales Power BI Report Creation Workshop

Workshop | E-Commerce Sales Power BI Report Creation Workshop

07 November | 07:00

-

1:1 Mentoring Sessions

1:1 Mentoring Sessions

07 November | 07:00

01 November - 24 November

Entry Submission Deadline

Entry Submission Deadline

24 November | 21:00

01 November - 24 November

Webinar | Expert Review of the Top 5 Power BI E-Commerce Sales Reports

Webinar | Expert Review of the Top 5 Power BI E-Commerce Sales Reports

27 November | 09:00

01 November - 24 November

Winner Announced

Winner Announced

27 November | 10:00

01 November - 24 November

Dataset

Get the dataset

Share the challenge

Submitted Reports
About challenge
How to participate
The Brief
Judging criteria
Timeline
Dataset
My license
Mentoring

Report Card

E-Commerce Analytics

Author: Tausif Shaikh

1

View Report
Report Card

E-commerce Analytics Dashboard

Author: Mohammed Mirzan

0

View Report
Report Card

E-Commerce Analytics

Author: Isbessem Chebbi

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Crystal Andrea Dsouza

2

View Report
Report Card

E-Commerce Analytics

Author: Gori Omotola

0

View Report
Report Card

E-Commerce Dashboard

Author: Vishal Motirale

0

View Report
Report Card

E-commerce Analytics

Author: Akshay Patil

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Ansari Shaheryar

0

View Report
Report Card

E-Commerce Sales Report

Author: Anjali K

0

View Report
Report Card

E-Commerce Dashboard

Author: Mau Thinh Nguyen

0

View Report
Report Card

E-Commerce Report

Author: Kanchan Kulkarni

0

View Report
Report Card

E-Commerce Analysis

Author: Nina Ikpe

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Aydan Abdulsalamli

0

View Report
Report Card

E-Commerce Analytics

Author: Fiza Syed

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Zulay Vivas

0

View Report
Report Card

E-Commerce Analytics

Author: Iman Ngwepe

1

View Report
Report Card

E-Commerce Sales Analytics

Author: Walid Belfikar

0

View Report
Report Card

E‑commerce Analytics

Author: Opeyemi Ayodeji

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Samson Obazee

0

View Report
Report Card

E-commerce Data Analysis

Author: Brian Ochigbo Sule

0

View Report
Report Card

E-commerce Sales Analysis

Author: Nnamdi Nwankwo

0

View Report
Report Card

E-Commerce Report

Author: Aremu Ibrahim

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Safa Yousif

0

View Report
Report Card

E-Commerce Analysis

Author: Oluwaferanmi Amole

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Yuvaraj M

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Amr Khalil

0

View Report
Report Card

E-Commerce Analysis

Author: Adaobi Roseline Ezechukwu

0

View Report
Report Card

E-Commerce Analytics Report

Author: Iyabo Sindiku

0

View Report
Report Card

E-Commerce Analytics Report

Author: Samuel Oseni

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Odunlami Zainab

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Abdulmujeeb Abdussalam

0

View Report
Report Card

E-Commerce Loyalty Dashboard

Author: Nicolas Vignolo

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Rami Kassiar

0

View Report
Report Card

E- Commerce Analytics

Author: Akindele Omolayo

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Abdelrahman Mohammed

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Yasmeen Amjad

0

View Report
Report Card

E-commerce Analysis Report

Author: Tsaone Gontse

0

View Report
Report Card

E-Commerce Sales Report

Author: Sharon Nwajiaku

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Gyanankur Baruah

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Nadia Du

1

View Report
Report Card

E‑commerce Analytics

Author: Eniola Kayode

0

View Report
Report Card

E-Commerce Analytics Dashboard

Author: Siddesh Pardeshi

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Chandrakant Jadhav

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Agbata Dickson Ukolojo

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Biokpo (Victor) Amachree

0

View Report
Report Card

E-Commerce Challenge

Author: Oyekunle Oyelude

0

View Report
Report Card

E-Commerce Sales Analytics

Author: Katayoun Yousefzadeh

4

View Report
Report Card

E-Commerce Power BI Report

Author: Okeh Dono Efasa

1

View Report
Report Card

Ecommerce Performance Analysis

Author: Ugochukwu Nwasuruba

0

View Report
Report Card

E-Commerce Power BI Report

Author: ATHIRA M N

0

View Report

About ZoomCharts Mini Challenge

🏆 Main Prize: $300 Amazon Gift Card

ZoomCharts Mini Challenge is part of the global DataDNA – Dataset Challenge by Onyx Data, which unites 25K+ data enthusiasts worldwide, ranging from beginners to seasoned professionals, including Microsoft MVPs. Read more about the DataDNA challenge on the Onyx Data DataDNA website. Join the community on LinkedIn.

Why join ZoomCharts Mini Challenge?

  1. Workshops & 1:1 Mentoring: Learn directly from experienced Power BI professionals through live workshops on report-building best practices, 1:1 mentoring sessions to review your report and get tailored advice.
  2. Get Personal Feedback: Every participant receives detailed, personalized feedback on their report - a great opportunity to improve based on real input from seasoned analysts.
  3. Free ZoomCharts PRO License: All participants get a ZoomCharts Developer License (worth hundreds of dollars) that gives full access to the Drill Down PRO visuals library.

🏆 Prize: 

The creator of the best report submitted to the Mini Challenge will receive a $300 Amazon gift card. The ZoomCharts winner will be announced in a special live webinar session on November 27th, where we will review the Top 5 entries from the challenge.

Webinars

Learn more about ZoomCharts visuals & gain a knowledge advantage in the contest by joining the upcoming webinars! You'll also get the chance to your ask questions and get expert answers in the Q&A section.

Upcoming webinars

Recording thumbnail

Expert Review of the Top 5 Power BI E-Commerce Sales Reports

27th November, 2025

09:00 AM - EST

Explore the top 5 Power BI reports, see different analysis approaches, and discover best practices for clear e-commerce reporting.

Learn more

Past Webinar recordings

Recording thumbnail

E-Commerce Sales Power BI Report Creation Workshop

Learn to analyze e-commerce sales, loyalty, and promotions in Power BI with Aivis Pavlovs from ZoomCharts.

Watch the recording

How to Participate in the Onyx Data DataDNA & ZoomCharts Mini Challenge

1. Register for the Challenge

  • Register using the form above.

  • Activate your free Drill Down Visuals Developer License for Power BI.

  • Download the challenge dataset from the Onyx Data DataDNA Main Challenge website here.


2. Build Your Report in Power BI

  • Add your ZoomCharts license to Power BI Desktop
    (watch the setup video or read the step-by-step guide).

  • Add ZoomCharts visuals from the Power BI visuals library or Microsoft Marketplace.

  • Use the dataset to build a Power BI report that includes at least two (2) ZoomCharts Drill Down Visuals on one report page.


3. Improve Your Report and Learn New Skills

  • Join the challenge workshop to learn how to use ZoomCharts visuals.

  • If you need help, book a free consultation with the ZoomCharts team.

  • Browse past challenge submissions for inspiration and ideas.


4. Submit Your Challenge Entry

  • Upload your report in .pbix format using the submission form on this page.

If your report does not meet the challenge requirements:
You will receive an email explaining what needs to be fixed. You can update your report and submit it again.

Validation timeline:

  • Your report will be reviewed within 1–2 business days.

  • Once validated, you will receive a Publish to Web link you can share publicly or add to your portfolio.

  • You will also receive personalized feedback from the evaluation team within 1–2 business days.
    Use this to improve your report and resubmit before the deadline.

Note:
You can resubmit your entry as many times as needed before the final deadline.


5. Finalize Your Participation to Compete for Prizes

  • Share a LinkedIn post showing your finished report (image, screenshot, or video).

  • Tag @ZoomCharts and @OnyxData, and use the hashtags #dataDNA and #builtwithzoomcharts.

  • After posting, submit the LinkedIn post link to the Onyx Data DataDNA Main Challenge to enter the prize competition.

  • Follow both ZoomCharts and Onyx Data on LinkedIn.


6. Attend the Live Closing Webinar

  • The ZoomCharts team reviews and analyzes the Top 5 Mini Challenge entries during live webinar.

  • You will learn best practices, improvement tips, and see how others solved the challenge.

  • The winner of the best report receives a $300 Amazon gift card from ZoomCharts.

Technical requirements

  • Build your report using only Power BI
  • The number of pages in the report is not limited
  • At least one report page has to contain a minimum of 2 ZoomCharts Drill Down Visuals. See a practical guide on Drill Down Visuals here

E‑commerce Analytics Challenge

You will analyze an e-commerce sales dataset from a global software retailer that sells subscriptions and add-ons across analytics, design, collaboration, and AI. Your objective is to identify loyal customers (repeat buyers) and determine which channels and promotional campaigns drive their repeat purchases.

Build an easy-to-read data visualization report that:

  • Tracks sales and loyal-customer volumes over time.
  • Highlights revenue drivers and repeat-purchase patterns.
  • Shows how discounts and pricing influence sales performance.
  • Delivers clear insights that guide business strategy and stakeholder decisions.

 

Guiding Questions

  1. How do total sales change by month?
  2. Which channels bring in the most sales?
  3. Which channels bring the most repeat (loyal) customers?
  4. What percent of monthly sales comes from loyal customers?
  5. Which products or plans sell the most?
  6. Which products are most popular with loyal customers?
  7. How long do customers wait before their second purchase?
  8. Which discount codes are used most, and do they increase repeat purchases?
  9. What is the average selling price (ASP) by country or currency?
  10. Where do refunds happen most (by product or channel)?
  11. Do annual plans bring higher revenue per customer than monthly plans?
  12. Which add-ons are most often bought with core products (attach rate)?

✨ Note: These questions are just starting points. You’re encouraged to explore the data in your own way and share any unexpected findings that could.

Your insights could help regulators strengthen consumer protection policies, support journalists in highlighting financial fairness issues, and provide consumers with more transparency about financial institutions.

Judging criteria

Business users use reports to make data-driven decisions. That’s why reports are called effective if they enable users to drill down and filter data quickly and intuitively to find answers to any question they might have, and analyse data in all possible directions and dimensions.

Each report is evaluated based on three main criteria: intuitiveness, insightfulness, and interactivity. These factors ensure that the reports are not only accurate and functional, but also meet the target audience's needs and are ready to be presented to the end-users. 


  1. Intuitive: How clear and easy it is to understand the report at a glance? (max 15 points)
    • Is the report visually appealing?
    • Choice of charts and visual elements
    • Does the report tell a story?
    • Is it not overwhelming to the user?
    • Choice of tooltips, titles, and legends

  2. Interactive: How engaging and seamless is the report exploration and interaction with data? (max 15 points)
    • Clear navigation that allows user to explore the report
    • Use of slicers and other interactive elements
    • Smooth cross-chart integration
    • Is report optimized for touch devices?
    • Are tutorials and guiding elements helpful to the user?

  3. Insightful: How accurate, complete, and meaningful is the data in driving decisions? (max 15 points)
    • Depth of analysis
    • Data cleaning and preparation
    • Does data show up accurately in the report?
    • Is report optimized for quicker loading time?
    • Does the report provide deeper exploration of data (drill-down)?

Timeline

Registration Open

Registration Open

01 November | 04:00

-

Submissions Open

Submissions Open

01 November | 04:00

-

Workshop | E-Commerce Sales Power BI Report Creation Workshop

Workshop | E-Commerce Sales Power BI Report Creation Workshop

07 November | 07:00

-

1:1 Mentoring Sessions

1:1 Mentoring Sessions

07 November | 07:00

01 November - 24 November

Entry Submission Deadline

Entry Submission Deadline

24 November | 21:00

01 November - 24 November

Webinar | Expert Review of the Top 5 Power BI E-Commerce Sales Reports

Webinar | Expert Review of the Top 5 Power BI E-Commerce Sales Reports

27 November | 09:00

01 November - 24 November

Winner Announced

Winner Announced

27 November | 10:00

01 November - 24 November

Dataset

Get the dataset

My license

1:1 mentoring sessions

You can book a personal session with Senior Product Expert at ZoomCharts, Aivis Pavlovs, to gain practical knowledge about Drill Down Visuals and how they can be used to enhance data storytelling in a report.

Book a meeting

Your Drill Down Visuals Developers License

Use the email and password provided below to log in Power BI Desktop and access an account with a license to use all ZoomCharts Drill Down Visuals.

Upon logging in, you will need to change your password and enable two-factor authentication. If you encounter any problems, feel free to reach out to us via chat. For more information click here.

*This Developer License can be used to create a report for this ZoomCharts Mini Challenge or for your personal training purposes. Commercial use of this license is prohibited.

Submit your report to the DataDNA ZoomCharts Mini Challenge!

Enter your submission by attaching the Power BI report file. Your report will be published on the web, and within 1–2 business days, we’ll email you a link to your report that you can share publicly.

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Any questions? Reach out to us at [email protected]!

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Activate your Drill Down visuals Developer License!

You can use these credential to access ZoomCharts visuals and create your report for this ZoomCharts Mini Challenge, or for your personal training purposes.


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