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Articles: Archive - July 2021

All blog posts in the month of: July 2021


Data quality and data management are always at the heart of any MR or M&E project! I hope you agree!

29th July 2021 in Blogs by Andy Madeley

Even if you don’t agree with the statement within the title of the article wholly, I’d like to think that by the time you have finished reading this article that I’ve been able to twist your arm a little more. Also, please note, as much as my content here relates to my work within the quantitative project world, it is still relatable in parts to the qualitative project world. So, let’s start my sharing my 4 rules surrounding “data quality”. 1 = never assume, 2 = ask questions, 3 = you will always find something wrong, so find it and 4 = build a friendly relationship with the collection scripting team!


Why are companies moving to Microsoft products (Azure DB / Power BI) to showcase their survey results? Maybe they shouldn’t!

16th July 2021 in Blogs by Andy Madeley

Over the years I have been presented with data that is painful to look at! CSV files with no accompanying metadata component is the favourite. Opening the CSV files and then seeing every data record filled with the answer category text, not even code values. Sadly, CSV files are still the primary MR data input source for Azure (the “Data Lake”) and its sidekick, Power BI and this is problematic!



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