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diff --git a/source/posts/WADSIH_talk_on_consumer_insights.org b/source/posts/WADSIH_talk_on_consumer_insights.org
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--- a/source/posts/WADSIH_talk_on_consumer_insights.org
+++ b/source/posts/WADSIH_talk_on_consumer_insights.org
@@ -1,19 +1,14 @@
-#+date 2022-11-06 23:14:11 +1100
-#+filetags: tag management data_science customer_analytics analytics leadership
+#+date: <2022-11-06 23:14:11 +1100>
+#+filetags: :management:data_science:customer_analytics:analytics:leadership:

 #+title: WADSIH talk on consumer insights
 
 I recently had the honour of giving a talk about delivering consumer
 insights at a publicly owned utility during a session organised by the
 #+title: WADSIH talk on consumer insights
 
 I recently had the honour of giving a talk about delivering consumer
 insights at a publicly owned utility during a session organised by the

-[[https://wadsih.org.au/][Western Australian Data Science Innovation Hub
-(WADSIH)]]. During the talk, I walked through the data science process
+[[https://wadsih.org.au/][Western Australian Data Science Innovation Hub (WADSIH)]]. During the talk, I walked through the data science process

 the team moves through while delivering customer insights. To make that
 less theoretical, I did this using an example of work delivered recently
 to prompt consumers to take mutually beneficial actions to both lower
 their power bills and help ensure the stability of the electricity grid.
 
 I converted the presentation from Powerpoint to code on the weekend, and
 the team moves through while delivering customer insights. To make that
 less theoretical, I did this using an example of work delivered recently
 to prompt consumers to take mutually beneficial actions to both lower
 their power bills and help ensure the stability of the electricity grid.
 
 I converted the presentation from Powerpoint to code on the weekend, and

-made it
-[[http://git.vanrenterghem.biz/gitweb.cgi/WADSIH-presentation.git][available
-online]], as well as a
-[[http://git.vanrenterghem.biz/gitweb.cgi/WADSIH-presentation.git/blob/HEAD:/DataScienceDiscovery-ConsumerInsights.pdf][compiled
-PDF version]].
+made it [[http://git.vanrenterghem.biz/gitweb.cgi/WADSIH-presentation.git][available online]], as well as a [[http://git.vanrenterghem.biz/gitweb.cgi/WADSIH-presentation.git/blob/HEAD:/DataScienceDiscovery-ConsumerInsights.pdf][compiled PDF version]].