Ladies & gentleman, put on your helmets. This is going to be mind-blowingly awesome.

About a month ago, we announced our brand new contest – Visualize Excel Salary survey data here.
We received 66 outstanding entries for this. More than 40 entries are truly world-class with innovative visualizations, interactive graphs & kick-ass number crunching. It took me quite a while to organize all these entries, collect screenshots and review them.
So how do we make sense of all these?
Since doing justice all this variety and creativity in one post is difficult, I am splitting this in to 4 entries.
- All 66 Dashboard entries & my comments [this post]
- How to create Box plots?
- How to make your dashboards interactive?
- Voting for contest winner
How to read this post?
This is a fairly large post. If you are reading this in email or news-reader, it may not look properly. Click here to read it on chandoo.org.
- Each entry is shown in a box with the contestant’s name on top. Entries are shown in alphabetical order of contestant’s name.
- You can see a snapshot of the entry and more thumbnails below.
- The thumb-nails are click-able. So that you can enlarge and see the details.
- You can download the contest entry workbook, see & play with the files.
- You can read my comments at the bottom. If I liked a particular entry, I have put a small “Chandoo’s pick” icon too.
- At the very bottom of this page, I have put a list of resources to help you learn most of the techniques used by our participants.
Thank you
Thank you very much for all the participants in this contest. I have thoroughly enjoyed exploring your work & learned a lot from them. I am sure you had fun creating these too.
So go ahead and enjoy the entries.
Interactive Dashboard by Aaditya Nanduri
Download workbook:
- Ability to view results in any currency
- Summaries of selected sub-set at bottom
- Box plots
- Dynamic charts

![]()
Interactive Dashboard by Akash Khandelwal
Download workbook:
- Dynamic charts (with filter)
- 5 types of analysis
Interactive Dashboard by Aldo Mencaraglia
Download workbook:
- Dynamic charts
- Indexed salary analysis by country & position
Dashboard by Allred Ben
Download workbook:
- Box plots
- Interesting colors & chart construction
- Multiple filters to select a sub-set of data
- Analysis of salary increase by years of experience (to see % hike with every year added)
- Comparison of survey data with Bureau of labor statistics data

Dashboard by Anchalee Phutest
Download workbook:
- Ability to select any of 6 analysis charts and view
- Word cloud from wordle.net
- World map with colors based on salary made
- Box plots
Dashboard by Andrew Plaut
Download workbook:
- Ability to select any sub-set of data based o region, hours worked etc.
- View results in numbers & charts

Interactive Dashboard by Anup Agarwal
Download workbook:
- Box plots
- Grouping of countries by G7, Developing, Developed etc.
- Multiple filters to select a sub-set of data
- Dynamic hyperlinks to show analysis on hover
- Regression analysis of salary vs. experience
- PPP indexing of salary possible or salary as a % per-capita GDP

Dashboard by Ben Jones
Download workbook:
- Very good colors and bright design
- Text observations & analysis
- Top / bottom 5 country names along with flags
- Slicers
- Interesting chart design with error bars to show standard deviation

![]()
Dashboard by Braisted, Matthew
Download workbook:
- Analysis of “How much are your excel skills worth?”
- Simple bar & XY charts to analyze spread of salary
- Estimated Change in Earnings for Each Additional Year of Experience (in $US)

Dashboard by Brant Spear
Download workbook:
- Interesting colors & chart construction
- Option to adjust salary by PPP
- Multiple filters to select type of analysis you want and which data to compare. (For example salary in India vs. All or Experience in Brazil vs. France)
- Closer look at any country, Job-type and salary combinations.

Learn how to make Excel Dashboards & Reports
- Learn how to create interactive dashboards & reports using Excel
- Analyze data like a pro
- 32 hours of video training
- Learn at your own pace
- Click here to know more

Dashboard by Bryan Munch
Download workbook:
- Choropleth of salaries in all countries
- Salary by job type analysis
- Interesting layout

Interactive Dashboard by Bryan Waller
Download workbook:
- Dynamic charts
- Average vs. median salaries by region
- Box plots to compare any 2 roles
Dashboard by Cesarino Rua
Download workbook:
- Interactive browsing of data & filtering using Excel’s filters
- Summary of filtered data shown on top along with simple charts

Dashboard by Daniel Rosenberg
Download workbook:
- Interesting layout
- World-map with bubble chart
- Comprehensive analysis
- Interesting analysis on “Potential Salary” – salary possible with 8 hours of Excel work, given current number of hours as input.

Interactive Dashboard by Dustin Corbin
Download workbook:
- Dynamic charts
- Good colors and layout
- Ability to compare any country / job type with world-wide averages
Interactive Dashboard by Ekaterina Batranets
Download workbook:
- Comprehensive analysis
- Dynamic charts
- Trend analysis of salary vs. experience
- Good chart for country analysis
- Slicers based selection
- Interesting layout

![]()
Interactive Dashboard by Ganesh Madhyastha
Download workbook:
- Dynamic chart
- Comprehensive analysis
- Text + charts
- Good use of form controls (scroll bar, combo box)

![]()
Interactive Dashboard by Hariharan T S
Download workbook:
- Smart search tool to find you best paying countries & hourly rates
- Select up to 5 countries to compare
- Dynamic charts

Interactive Dashboard by Hilary Lomotey
Download workbook:
- Interesting layout and navigation sheet
- Dynamic charts & data filtering
- Multiple analysis sheets

Interactive Dashboard by Iva Kožar
Download workbook:
- Interesting layout & colors
- Dynamic charts & multiple filters
- Ability to view results in any currency
- Are you earning as much as you could – launches user form to get your details and compare it with data.

Dashboard by Jairaj Guhilot
Download workbook:
- Multiple selection and analysis
- In-cell charts
Dashboard by Jeanmarc Voyer
Download workbook:
- Good layout and colors
- Box plots
- Random facts from data (with ability to refresh)
- Top 5 countries by…
- Many selections to analyze data in several ways
- Comprehensive analysis
- Ability to scale salaries by PPP
- Compare one continent with another

Dashboard by Jingyi Wei
Download workbook:
- World-map with average salary data
- Select analysis type to see the chart
Dashboard by Joerg Decker
Download workbook:
- Interesting layout & colors
- Salary per hour analysis
- Slicers
- Interesting chart construction to show top 5 salary per hour per experience level.
- Box plots

![]()
Learn how to make Excel Dashboards & Reports
- Learn how to create interactive dashboards & reports using Excel
- Analyze data like a pro
- 32 hours of video training
- Learn at your own pace
- Click here to know more

Interactive Dashboard by Joey Cherdarchuk
Download workbook:
- Excellent design & colors
- Dynamic charts (clickable cells with VBA)
- Analysis by continent
- Text + charts
- Clear layout

![]()
Dashboard by John Michaloudis
Download workbook:
- Interactive hyperlinks
- World-map with bubble chart
- Slicers
- Top & Bottom salary analysis
- Sparklines

![]()
Dashboard by Jonathan Ong
Download workbook:
- Multiple analysis
- Interactive world-map to show regional summaries
- Comparison of Excel salaries with average salary by country for all jobs
- See the results by random sub-set of data or search on your own

Interactive Dashboard by Jose Eduardo Chamon – Claro Matriz –
Download workbook:
- Analysis by country and top 10 positions
- Dynamic charts
- 3D charts
Interactive Dashboard by Juwin
Download workbook:
- Dynamic charts
- Compare multiple countries with one another
- Analysis by many criteria (Sal vs. Jobs, Jobs vs. Experience etc.)
Dashboard by Karine Gouveia Dibai – Mediphacos
Download workbook:
- Good layout and colors
- Clean design with lots of text, numbers and simple charts

Dashboard by Kostas
Download workbook:
- World-map with bubble chart
- Slicers
- Box plots
- Distribution of salaries (all vs. selected data thru slicers)

Dashboard by Krishnan A
Download workbook:
- Analysis in any currency
- Interesting insights from data
- Salaries indexed by PPP

Dashboard by Krishnaraj Alevoor
Download workbook:
- Supports both left & right hand users
- Interactive world-map to select a region
- Country vs. region analysis

Interactive Dashboard by Krishnasamy Mohan
Download workbook:
- Dynamic hyperlinks to show charts
- 3D Charts
Dashboard by Lubos Pribula
Download workbook:
- Very good colors and design
- Multiple selection options to analyze any sub-set of data
- Marking of data by “good reliability” so that you can make sense.
- Select role using clickable cells
- Good mix of numbers, text and charts

Dashboard by Luis E. Hernandez Nicasio
Download workbook:
- Slicers
- Analysis in any currency
- Good colors and layout
- Best paid jobs & countries

![]()
Interactive Dashboard by Luke Morris
Download workbook:
- Comparison of one continent with another
- Interesting & comprehensive charts
- Dynamic charts

Become Awesome in Excel & VBA – Create dashboards like these…
- Learn how to create interactive dashboards & reports using Excel
- Develop your own macros & VBA code
- 50+ hours of video training
- Learn at your own pace
- Click here to know more

Dashboard by Luke Moraga
Download workbook:
- Box plots
- Dynamic charts
- Analysis in any currency
- Updation of charts with dynamic hyper-links
- Analysis by continent or position

Dashboard by Marko Markovic
Download workbook:
- Pivot charts
- Interesting colors & chart construction
- What-if kind of analysis
Dashboard by Michael Yager
Download workbook:
- Box plots
- Compare one country with another
- Interesting layout and colors
- Headline & text summary
- Analyze top 15 countries (by responses) or all

Interactive Dashboard by Mohd Mustafa
Download workbook:
- Analysis of total numbers (total salary by position etc.)
- Dynamic charts
- Usage of form controls
Dashboard by Nathan Gehman
Download workbook:
- Very good colors
- Box plots
- Salary vs. years of experience (with quartile spread to get a sense)

Dashboard by Neculae Valeriu
Download workbook:
- 3D charts
- Conditional formatting with pivots
Interactive Dashboard by Nicholas R. Moné
Download workbook:
- Dynamic charts
- Good colors and layout
- Key observations in text on top
- Ability to show top 10, top 5 or top n values
- Built in help (interactive)

![]()
Interactive Dashboard by Nitin Bindal
Download workbook:
- Interactive pivoting of data
- Dynamic display of chart based on clicked cell
- Key observations in text
- Interesting design

Interactive Dashboard by Oscar T
Download workbook:
- Comprehensive analysis
- Dynamic charts
- Multiple selection of filters
- Key messages on top
- 3D charts

Dashboard by Peter Damian
Download workbook:
- User forms and notes
- Scenario analysis (set conditions to see how people are paid)
- Clickable world-map with interactive analysis of Top 15 countries
- Data form to browse and query data

![]()
Interactive Dashboard by Peter Van Klinken
Download workbook:
- Slicers & form controls for dynamic selection
- Comprehensive analysis
- Good colors and layout
- Good mix of text, data and charts
- Clickable world-map
- Search your average worth
- Built-in help

Dashboard by Philippe Brillault
Download workbook:
- Select a business question to see the charts
- Lots of analysis (like cost of living index derived from survey data)
- Analysis & commentary based on selected chart

Dashboard by Prakash Singh Gusain
Download workbook:
- Pivot tables + conditional formatting
- Colorful design
- Slicers

Interactive Dashboard by Rajendra Joshi
Download workbook:
- Dynamic charts
- Text observations & analysis
- Pie chart
Dashboard by Rajinikanth
Download workbook:
- Dynamic display of selected country’s map
- Dynamic charts & multiple filters
- Charts & numbers
- 3D charts

Interactive Dashboard by Ramzan Shaikh
Download workbook:
- Dynamic charts
- Ability to compare one country with another
- Ability to view any data point
Interactive Dashboard by Richard Stebles
Download workbook:
- Form controls to enable dynamic selection of data
- Number of big-macs you can buy with the salary
- Ability to compare countries in any region and see how they fit in with world-wide numbers
- Good colors and layout

![]()
Interactive Dashboard by Saurabh Sharma
Download workbook:
- Dynamic charts thru pivot tables
- 3D Charts
Dashboard by Sergey
Download workbook:
- Slicers for selection
- Box plots
- Good colors and layout
- Ability to zoom in to any chart
- Good documentation of the workbook & techniques used
- Comprehensive analysis

Interactive Dashboard by Shyeo
Download workbook:
- Dynamic charts
- Comprehensive analysis
Dashboard by Stilwill, Kelly
Download workbook:
- Ability to analyze by any currency
- Multiple selection options to analyze anything.
- World map with XY chart
- Sparklines

Interactive Dashboard by Susan Christine Mcmanus
Download workbook:
- Dynamic charts
- Pivot charts
Dashboard by Umang Merwana
Download workbook:
- PPP adjusted salary analysis
- Slicers
- Word cloud of job titles
- Good simple colors

Interactive Dashboard by Vishwanath M.C
Download workbook:
- Dynamic charts
- Key messages on top
- Box plots
Interactive Dashboard by Yogesh Gupta
Download workbook:
- Dynamic charts and multiple selections
- Clickable cells (with VBA)
- Ability to view results in any currency
Interactive Dashboard by Prince Goyal
Download workbook:
- Dynamic charts
- A view of all data that meets given condition
Interactive Dashboard by Vinita Varier
Download workbook:
- Dynamic charts
- Word cloud from wordle.net
- Average vs. total salary earned by all people in a country
Become Awesome in Excel & VBA – Create dashboards like these…
- Learn how to create interactive dashboards & reports using Excel
- Develop your own macros & VBA code
- 50+ hours of video training
- Learn at your own pace
- Click here to know more

Tutorials & Examples to Make Excel Dashboards
- Excel Dashboards – Resources, Tutorials and Downloads
- KPI Dashboards using Excel – 6 part tutorial
- Using Picture Links in Excel
- Adding interactivity using Hyperlinks
- Adding interactivity using click-able cells
- Showing one chart analysis from many – Analytical charts in Excel
- Using Check-boxes to show – hide data in charts
- Using Slicers to make dynamic dashboards
- How to create Box plots?
- How to make your dashboards interactive?
- More on interactive charts and dashboards
How do you like these dashboards?
I found quite a few of these really impressive. But I want to hear from you.
What entries you liked most? Go ahead and share your views.













































































































































































41 Responses to “How to use Excel Data Model & Relationships”
Data is Excel 2013 behaves so much like a OLAP cube when using with PivotTables. And this is actually wow. Consider learning not just DAX but MDX too 🙂 Happy Excel
@Chandoo.. Have a nice and safe time in US. Best Wishes. And when they are publishing your interview in Entrepreneur 🙂
I have been using PowerPivot in Excel 2010. My understanding was (via PowerPivot Pro blog) that Power Pivot would NOT be available in Excel 2013 in all versions; my recollection is that it was only going to be available in certain enterprise subscription editions. Thus, for individual users, it will no longer be available? For that reason I have moved some of my projects to Tableau, and do not expect to upgrade to Excel 2013.
Can you confirm the availability of Power Pivot for all Excel 2013 users , or will it be restricted and unavailable for some users?
@Buzz
I believe that Power Pivot is included with all MS Office installs in 2013.
Have a read of:
http://office.microsoft.com/en-001/excel-help/version-compatibility-between-powerpivot-data-models-in-excel-2010-and-excel-2013-HA103929426.aspx
http://office.microsoft.com/en-001/excel-help/whats-new-in-powerpivot-in-excel-2013-HA102893837.aspx
http://en.wikipedia.org/wiki/Microsoft_Office_2013#Comparison (Note that Excel isn't listed as having Multiple editions)
This is something that Excel is doing very poorly: letting people know what's available with what. It also doesn't help that they have so many packages and versions.
Excel Professional Plus has Power Pivot and Power View. I went through this last week. Spent 4 days upgrading from 365 Home Premium ($99 for the 1-yr subscription) to an additional $7/month for Professional Plus.
Also, one page on Microsoft's site says that their Sharepoint Online Package 2 has Power View. NO! It's not true. Sharepoint Online Package 2 will INTERACT with a spreadsheet that has PP or PV, Package 1 will not.
Just this weekend I upgraded from Home Premium to Professional Plus and spent time with Power View and PowerPivot.
Up to that point I never saw myself in VLOOKUP Hell, and it may not be going away any time soon. I'm surprised to discover how many of my clients are still on Excel 2003. And then I have Mac users who don't have a lot of this great stuff available to them at all.
These are great features and I'm going to dive into the Data Models. Unfortunately, I suspect, for me, the practical use may be limited to blogposts because I can't teach Power View in my workshops or send a client a spreadsheet that has a Power View in it.
Hi OZ,
I think the Microsoft would only upgrade the excel to a certain level instead of making it so powerful that it might threat their BI product. You know these "powerful" stuff can be easily done with a entry level crystal reports version.
Glad to listen to ur opinion on it.
I spent quite some time and energy on Excel and used it a lot, but now I am focusing energy on BI software like crystal reports.
We both know that based on the technology today. All the time we spend on the Macro and advanced function of Excel can be done easily with other softwares which costs only hundreds of bucks.
@Thondom
I don't think Excel tries to be the solver of all problems
It is a generic tool
Which for about 95% of people will do what they want 95% of the time
There will always be specifics where specific custom software will do better than Excel
It is the commonness of Excel which means that I can send a model to you and it will work , most of the time, that is its strength, of course combined with its flexility in being able to be adapted to suit most needs
Hi Hui,
You are right.
But,
for the business and individual, who spend too much resource on Excel to meet their BI requirements and other processing requests.
Should they open their eyes to other ways to do it, in this age? Especially for many people try too much time to process stuff with thousands lines of macro programming.
It is just as when human being created gun fire, the martial arts would not be that effective.
Ppl need to be prodent when they choose their solution.
Hi guys, I just came across your conversation. I have an example of BI vs. Excel stuff. Here in Russia there is an ERP-system called "1C". It became a defacto standart for accounting, planning and BI / analytics. It is positioned as a flexible and powerful system and it really is.
But its reporting abilities aren't user-friendly (or maybe just not me-friendly).
Many reports require programming and all those SQL things, so that is common for a company to have a couple of programmers who develop and code those reports.
So the common solution is to export data to Excel and then process it to be more suitable for further analysis or reporting.
Well, it's obviously not a rule of thumb that special BI software can outperform Excel in day-to-day routine.
Hi Chandoo, thanks for publishing great Excel information. Pardon the ignorance as I havent used Data Model nor PowerPivot. But having seen your video clip on PowerPivot, how does Data Model differ from PowerPivot - the "process" seems familiar? Have a great day! And Excel to new heights! Regards,
@Tris, one main difference is that Data Model is part of Excel Home Premium. You've got to upgrade to ProPlus to get PowerPivot and Power View.
Also, keep in mind that Data model only lets you combine tables. If you want to create powerful measures (for example show % improvement over last year sales), then PowerPivot is the way to go. For a tour of PowerPivot, visit http://chandoo.org/wp/2013/01/21/introduction-to-power-pivot/
Excellent posting, some pride themselves for having sheets with thousands of formulas or complicated formulas, but in the end the important thing is to work as little as possible.
@Nolberto let's not gloat yet. Some people are forced to have thousands of complicated formulas when they don't have the fancy tools. I'm sad for the 2003 users who have to use SUMPRODUCT when the rest of us have SUMIFS available.
In the end, I think the important thing is clean, trustworthy data--however you arrive at it. People survived more than 300 years with slide rules and paper. No PowerPivot for the Wright Brothers.
hi chandoo,
i added 2 column into sales, 1st column vlookup customer ID to CUST sheet to get the male or female, then 2nd column vlookup Product ID to Product sheet to get the product name, then after that i make pivot table out of sales sheet.
but then the result is really different from yours
the purposes is just try to do the vlookup vs add to data model to see if they get same result
thanks
Hi Koi,
We are using gender vs. category in the report. Can you try with that? I am sure the results will match.
ups sorry, didnt see that you're filtering using slicer..then it is good now the result are same with less effort 🙂
thanks
Hi Chandoo, .I am interested to know whether we can build a star schema or snow flake data models through relations in Excel? (trying to correlate with Qlikview)
Hi there,
You can create a Star schema for sure. Snow-flake is possible too. As long as all relationships are one to many (or one to one) anything is possible.
What if customer.profession change its value after sometime?
Supposed we have monthly data for Sales. What if one customer is a doctor in Feb, then a pilot in October, for example?
How to build data model for such that situation?
Thank you.
[...] Introduction to Excel 2013 Data Model & Relationships [...]
Hello ,
I find this option similar to that of MS Access.
In MS Access as well we have relationship concept and once you create a relationship, you can start creating number of queries based on that.
But MS Access is not so user friendly and basically its database. Good that we are getting those options/functions in Excel.
Thanks for sharing this info.
Regards,
Raghavendra Shanbog
What is star schema and snow flake.??? Can we have next article on that if it is useful for us???
Hi there, can anyone help? I tried testing this out in Excel using two tables. When I go to the Data tab the Relationships button does not appear at all. I am using Microsoft version 14.0.4760.1000, Microsoft Office Professional Plus 2010. Does this version have this capability? Or is there an add-in required?
[…] even a layperson can perform if they have the almighty Excel 2010 and PowerPivot installed. Or Excel 2013′s Data Model, which lets you mash up data from Excel Tables and serve them up directly as PivotTables with not a […]
Chandoo/Hui,
The dates grouping feature does not seem to work in Data Model. Is that true or am I making a mistake somewhere?
I don't think this is really for "lookups"...
Try creating a pivot with sale ID and customer name in row fields. It will give you ALL customer names per sale ID.
You'd need to use RELATED function in a new column in powerpivot if you want something equivalent to "vlookup"
Please explain the difference between data model and power pivot, the functions of both of them are different and similar
thanks
[…] Handling large volumes of data in Excel—Since Excel 2013, the “Data Model” feature in Excel has provided support for larger volumes of data than the 1M row limit per worksheet. Data Model also embraces the Tables, Columns, Relationships representation as first-class objects, as well as delivering pre-built commonly used business scenarios like year-over-year growth or working with organizational hierarchies. For several customers, the headroom Data Model is sufficient for dealing with their own large data volumes. In addition to the product documentation, several of our MVPs have provided great content on Power Pivot and the Data Model. Here are a couple of articles from Rob Collie and Chandoo. […]
I need to use a slicer to allow a user to select vendor by name. In the background, I need to obtain the vendor ID to link to multiple datasets where the name may not be spelled consistently. Any advice?
@Bernadette
You can use the technique described here:
http://chandoo.org/wp/2016/05/11/apply-conditional-formatting-using-slicers/
I'd suggest try that and then if you have troubles ask the question in the Chandoo.org Forums http://forum.chandoo.org/
Attach a sample file to simplify the response
I've tried this in Excel 2016. It works great.
I can even create Cube Formulas on the Data model after I've inserted the pivot table.
Just for the fun of it, I tried to see if I could do Cube Formulas without creating the pivot table in advance. I can define Cube members, but it seems as if the measure part is playing tricks on me.
I can't get a Cube Value for Chocolates sold to Male customers.
With the Pivot created the formula looks like this (and works fine)
=CUBEVALUE("ThisWorkbookDataModel";"[Customer].[Gender].&[Male]";"[Product].[Category].&[Chocolates]";"[Measures].[Sum of Quantity]")
Does anyone know how I can solve this, or am I asking the impossible?
I want to see the video on this topic
What if customer.profession change its value after sometime?
Supposed we have monthly data for Sales. What if one customer is a doctor in Feb, then a pilot in October, for example?
How to build data model for such that situation?
Thank you.
In such case, you need to make relationships based on two columns. This kind of feature is not supported in Excel. You can use Power Query to merge tables based on multiple columns and return a consolidated giant table to Excel for reporting.
Is it able in MS Access?
I have never used access before.
thanks chandooo your article is very helpfull for troubling peoples' especially in office environment under boss pressure.
Here is an introduction to PowerPivot.
The link above is broken
Hi. This has really taken my interest.. I have huge data tables to work with...and I use vlookup to fetch certain data. I have different data in different sheets...
Like customer sales (customer code, product code,qty, piece rate, total amount, branch code) data in one sheet
Branch details in another (branch code, branch address, state , region)
Customer Geographical Data in third sheet (region, region name)
Product details in fourth sheet (product code, product description and related)
Now I use a vlookup to get branch name, state and product name respectively into my main sheet.
Now what I want is
customer code, product code,qty, piece rate, total amount, branch code) data in one sheet, branch address, state , region, region name, product description
Can't his be done thru data model... I tried but it's not working... Eitherway, I will gonthru thr session on e again and give a try... Any help, is appreciated. Thankyou
Dear All,
i am striving to do reverse relationship in Power pivot ,
example : -
1 - Data sheet
2. - Source data
step to stops - import first data sheet in power piovt and then source data , made relationship with both sheet , after created relationship i am able to do put related formula in source data sheet only (=releted('Source data'[Amount]), if i go to put formula in data sheet , parameter of Source data are not visible ,
could someone educate me how can i do , and utilize related formula in data sheet.