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

But will you DO anything with that data?

February 28, 2024

But will you DO anything with that data? I frequently exhort my clients to always answer […]

It’s not what happens, but how you react…

February 21, 2024

It’s not what happens, but how you react… “It’s not what happens to you, but […]

Saying it and doing it are two different things

February 14, 2024

Saying it and doing it are two different things When I work with my clients […]

Benefits downstream are difficult to implement

February 7, 2024

Benefits downstream are difficult to implement In my 25 years of consulting, one of the […]

Your first answer may NOT be the right answer!

January 31, 2024

Your first answer may NOT be the right answer! I’m a big believer in “go […]

You don’t have to automate EVERYTHING to be successful

January 25, 2024

You don’t have to automate EVERYTHING to be successful I was discussing a data management […]

Technology won’t solve your process problems

January 17, 2024

Technology won’t solve your process problems Over the past few years I’ve watched as many […]

“Screen noise” is a real thing. You might be able to fix it.

January 10, 2024

“Screen noise” is a real thing. You might be able to fix it. One of […]

Success Starts at the Top

December 20, 2023

Success Starts at the Top I recently had a conversation with an association staffer who was […]

Who are you bringing along?

December 13, 2023

Who are you bringing along? Last week I had the opportunity to attend the AWTC […]

Leave a Comment

Your email address will not be published.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

Scroll to Top