Some data analytics tips from the DAN “Science Fair”

Some data analytics tips from the DAN "Science Fair"

Last week I had the opportunity to attend the Data Science Fair, hosted by the Data Analytics Network (the DAN). The set up of the Data Science Fair is great: Data stories are showcased on old school tri-fold boards (just like middle school!) and presentations are given for each board. (You can view some of the boards here: https://tinyurl.com/62jrfzau)

As I watched the nine or so presentations during the event, some key points were highlighted:

  • When it comes to analyzing data, there's no requirement that you use "powerful" data analytics tools like Power BI or Tableau. Excel will suffice in many cases. Remember, it's not about the process, it's about the outcome. So if Excel can give you the answers you're seeking, have at it!
  • Data will never be perfect, but you should clean up data that is obviously wrong. As one presenter pointed out, if the data says a person has been a member since they were 2 years old, you probably need to clean up that data!
  • When considering averages, there's nothing wrong with eliminating outliers that will skew the results. One presenter was analyzing average giving and removed one donor who had given $500,000 to the association to establish a new fund. This donation was dramatically larger than a typical donation, so it was removed.
  • Don't forget to analyze qualitative data (e.g., open-ended survey responses). It can be as useful as quantitative data.

All of the presentations were great and the DAN expects to run this as an annual event.

I highly recommend the DAN to anyone who is involved in data analysis within their association. They offer monthly webinars and are completely volunteer-run. To get engaged, you can find their LinkedIn group here: https://tinyurl.com/DataAnalyticsNetwork

Wes's Wednesday Wisdom Archives

Don’t Forget Your Speakers!

July 29, 2020

Don’t Forget Your Speakers! A phenomenon I’ve noticed over the years is that my clients will […]

90% of your data is never touched a second time

July 22, 2020

90% of your data is never touched a second time I heard recently on a […]

Newton’s First Law

July 15, 2020

Newton’s First Law Part of Newton’s First Law states that “…an object in motion stays […]

No System is Perfect

July 7, 2020

No System is Perfect While it may sound trite, it bears repeating that no data management […]

Data Accretes

July 1, 2020

Data Accretes One of my very first jobs in the association world was managing the production […]

Don’t be so lazy…

June 24, 2020

Don’t be so lazy… One of the things that attracted me to the software world […]

Don’t try to do everything at go-live

June 17, 2020

Don’t Try to do Everything at Go-live When implementing a new AMS, there is a […]

Make sure your system has broad support

June 10, 2020

Make sure your system has broad support An AMS vendor pointed out to me recently […]

You have to have the right people in place

June 10, 2020

You have to have the right people in place This may seem obvious, but I’ll […]

Ask “What” not “Why”

June 3, 2020

Ask “What” not “Why” As a consultant, one of my favorite questions to ask my […]

Leave a Comment

Your email address will not be published. Required fields are marked *

Scroll to Top