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	<title>Comments on: Data Analytics?!!</title>
	<atom:link href="http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/feed/" rel="self" type="application/rss+xml" />
	<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/</link>
	<description>Business Analyst with a Difference</description>
	<lastBuildDate>Tue, 20 Jul 2010 11:57:43 +0000</lastBuildDate>
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		<title>By: Bernard R</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-279</link>
		<dc:creator>Bernard R</dc:creator>
		<pubDate>Wed, 17 Mar 2010 14:26:22 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-279</guid>
		<description>In the right circumstances it can stimulate clients&#039; imagination. Being able to present information drawn from their data can get them asking more questions and more imaginative questions about their data, which in turn can help them think more about how their business operates.</description>
		<content:encoded><![CDATA[<p>In the right circumstances it can stimulate clients&#8217; imagination. Being able to present information drawn from their data can get them asking more questions and more imaginative questions about their data, which in turn can help them think more about how their business operates.</p>
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		<title>By: Andy E</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-245</link>
		<dc:creator>Andy E</dc:creator>
		<pubDate>Wed, 20 Jan 2010 08:01:06 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-245</guid>
		<description>Hi Colleen,

Yes, data analytics can stimulate your imagination, I am one of these raw people who can look at raw data, create the visualization in 3D in my mind, and then draw my visualization on a white board what the number represent and mean to business. Wow, if the world could see what we see :-) .

Andy</description>
		<content:encoded><![CDATA[<p>Hi Colleen,</p>
<p>Yes, data analytics can stimulate your imagination, I am one of these raw people who can look at raw data, create the visualization in 3D in my mind, and then draw my visualization on a white board what the number represent and mean to business. Wow, if the world could see what we see <img src='http://colleenchanblog.com/wordpress/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' />  .</p>
<p>Andy</p>
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		<title>By: Rajesh R</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-278</link>
		<dc:creator>Rajesh R</dc:creator>
		<pubDate>Mon, 23 Nov 2009 08:28:15 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-278</guid>
		<description>I agree! Data Analytics is all about reviewing large pool of data sets and making meaningful interpretations. We use this in our day to day activities, while we do not concentrate much! Data Analytics can create a spark thinking capability and that too with a difference. It is probably the only chain bringing in a methodology to think differently and out of box.</description>
		<content:encoded><![CDATA[<p>I agree! Data Analytics is all about reviewing large pool of data sets and making meaningful interpretations. We use this in our day to day activities, while we do not concentrate much! Data Analytics can create a spark thinking capability and that too with a difference. It is probably the only chain bringing in a methodology to think differently and out of box.</p>
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		<title>By: Colleen Chan</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-231</link>
		<dc:creator>Colleen Chan</dc:creator>
		<pubDate>Sun, 15 Nov 2009 04:00:55 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-231</guid>
		<description>I think analytics stimulate your imagination as in my example I am comparing the data for the world to the data we have for the universe. The data allows us to imagine the differences. As said before &quot;allowing human curiosity to take the numbers further&quot;. 

I am sorry to hear that you have worked in finance but in research I am sure there were situations where you were surprised by the outcome. I too have worked in research and was always happy and excited or disappointed for the students when they recieved their results. 

Hope this answer&#039;s your question.</description>
		<content:encoded><![CDATA[<p>I think analytics stimulate your imagination as in my example I am comparing the data for the world to the data we have for the universe. The data allows us to imagine the differences. As said before &#8220;allowing human curiosity to take the numbers further&#8221;. </p>
<p>I am sorry to hear that you have worked in finance but in research I am sure there were situations where you were surprised by the outcome. I too have worked in research and was always happy and excited or disappointed for the students when they recieved their results. </p>
<p>Hope this answer&#8217;s your question.</p>
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		<title>By: Colleen Chan</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-224</link>
		<dc:creator>Colleen Chan</dc:creator>
		<pubDate>Thu, 12 Nov 2009 03:18:35 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-224</guid>
		<description>Hi Latisha, 

I am glad I am not the one who can say &quot;this is what I was born to do&quot; and also a lady, (had been feeling a bit lonely with the comments I have been recieving). Fantastic! 
</description>
		<content:encoded><![CDATA[<p>Hi Latisha, </p>
<p>I am glad I am not the one who can say &#8220;this is what I was born to do&#8221; and also a lady, (had been feeling a bit lonely with the comments I have been recieving). Fantastic!</p>
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		<title>By: Latisha W</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-208</link>
		<dc:creator>Latisha W</dc:creator>
		<pubDate>Wed, 11 Nov 2009 19:36:04 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-208</guid>
		<description>Hi Colleen. I absolutely agree. I think that you have to have a vivid imagination to be an extraordinary analyst. You must be able to conceptualize the various angles/approaches to mine your data accurately, envision the possible outcomes, and be creative in crafting the deliverable (the insight handed over the stakeholder/end-user etc.) 

I love being a Data Analyst/Database Developer. I&#039;m blessed to be able to use my imagination across many angles. This is what I was born to do and wouldn&#039;t trade it for anything in the world! When I look at other disciplines out there, I know that my line of work ranks number one… &quot;information&quot; makes the world go round!</description>
		<content:encoded><![CDATA[<p>Hi Colleen. I absolutely agree. I think that you have to have a vivid imagination to be an extraordinary analyst. You must be able to conceptualize the various angles/approaches to mine your data accurately, envision the possible outcomes, and be creative in crafting the deliverable (the insight handed over the stakeholder/end-user etc.) </p>
<p>I love being a Data Analyst/Database Developer. I&#8217;m blessed to be able to use my imagination across many angles. This is what I was born to do and wouldn&#8217;t trade it for anything in the world! When I look at other disciplines out there, I know that my line of work ranks number one… &#8220;information&#8221; makes the world go round!</p>
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		<title>By: Miriam</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-230</link>
		<dc:creator>Miriam</dc:creator>
		<pubDate>Wed, 11 Nov 2009 11:28:01 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-230</guid>
		<description>So Colleen, how does Analytics stimulate your imagination? 

(Ref: I have been employed as an Analyst a number of times - in research and finance)</description>
		<content:encoded><![CDATA[<p>So Colleen, how does Analytics stimulate your imagination? </p>
<p>(Ref: I have been employed as an Analyst a number of times &#8211; in research and finance)</p>
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		<title>By: Carlos M</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-209</link>
		<dc:creator>Carlos M</dc:creator>
		<pubDate>Sat, 07 Nov 2009 02:30:26 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-209</guid>
		<description>Part of my job as a consultant has been the creation of stochastic models for the forecasting of variable behavior. It is truly an amazing way of understanding why and how some results are obtained. At least in my case, data analysis is far from being anything boring!!</description>
		<content:encoded><![CDATA[<p>Part of my job as a consultant has been the creation of stochastic models for the forecasting of variable behavior. It is truly an amazing way of understanding why and how some results are obtained. At least in my case, data analysis is far from being anything boring!!</p>
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		<title>By: Inger</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-229</link>
		<dc:creator>Inger</dc:creator>
		<pubDate>Fri, 06 Nov 2009 19:10:34 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-229</guid>
		<description>Data analytics differ from common curiosity and nosiness by being based on science, methods and also entirely on data and not rumors.

I mean to make a small joke, though it was a bad one.</description>
		<content:encoded><![CDATA[<p>Data analytics differ from common curiosity and nosiness by being based on science, methods and also entirely on data and not rumors.</p>
<p>I mean to make a small joke, though it was a bad one.</p>
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		<title>By: Colleen Chan</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-223</link>
		<dc:creator>Colleen Chan</dc:creator>
		<pubDate>Fri, 06 Nov 2009 03:49:35 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-223</guid>
		<description>My piggy bank is filling up with the coins people are sending me :-) 

I definitely agree with you Peter. But that is where the Business analyst has to know when to draw the line and undertsand the analysis. Never be reactive but always proactive with the analysis. 

Cheers, 
Colleen.</description>
		<content:encoded><![CDATA[<p>My piggy bank is filling up with the coins people are sending me <img src='http://colleenchanblog.com/wordpress/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' />  </p>
<p>I definitely agree with you Peter. But that is where the Business analyst has to know when to draw the line and undertsand the analysis. Never be reactive but always proactive with the analysis. </p>
<p>Cheers,<br />
Colleen.</p>
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		<title>By: Colleen Chan</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-228</link>
		<dc:creator>Colleen Chan</dc:creator>
		<pubDate>Fri, 06 Nov 2009 00:00:04 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-228</guid>
		<description>Definitely not. Data analytics is there for discovery. 

Yes, analytics is there to look at numbers and look at answers but also something that allows human curiosity to take the numbers further. 

Wouldn&#039;t you agree?</description>
		<content:encoded><![CDATA[<p>Definitely not. Data analytics is there for discovery. </p>
<p>Yes, analytics is there to look at numbers and look at answers but also something that allows human curiosity to take the numbers further. </p>
<p>Wouldn&#8217;t you agree?</p>
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		<title>By: Inger M</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-227</link>
		<dc:creator>Inger M</dc:creator>
		<pubDate>Thu, 05 Nov 2009 20:00:27 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-227</guid>
		<description>Isn&#039;t being a data analytic just another way of being nosy? ;-)

I loved the astronomy video by the way - it was beautiful.</description>
		<content:encoded><![CDATA[<p>Isn&#8217;t being a data analytic just another way of being nosy? <img src='http://colleenchanblog.com/wordpress/wp-includes/images/smilies/icon_wink.gif' alt=';-)' class='wp-smiley' /> </p>
<p>I loved the astronomy video by the way &#8211; it was beautiful.</p>
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		<title>By: Peter M</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-221</link>
		<dc:creator>Peter M</dc:creator>
		<pubDate>Thu, 05 Nov 2009 18:18:35 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-221</guid>
		<description>There is a small danger in letting your “imagination run wild” and that is you may come to a false impression from the results of data processing. Two major human cognition errors make themselves apparent here:

A) correlation does not imply causation – often times we see a trend where two variables appear to directly correlate and we assume one is dependent upon the other without realizing both could be influenced by another independent variable. Outside temperature, crime rate and ice cream sales all correlate but limiting ice cream sales will not lower the temperature or the crime rate! Imagine only looking at crime rate and ice cream sales statistics and not seeing temperature data. The analytics from there are meaningless but have the appearance of significance. Think of how hard in some organizations it is to disregard a result simply because you don’t feel there is enough supporting evidence. When there are seemingly strong trends it is hard to convince some of the need for caution.

B) Confirmation Bias – this is the worst kind of cognition error because it is much easier and less time consuming than doing the actual work! In this error people process data and then look at the results. If the results appear to be good they are then taken as fact. The problem with this is you aren’t starting with any hypothesis or theory. “You’ll know it when you see it” type of thing. The main example of this I like to give is the “prophesies” of Nostradamus. They are always after the fact. No one ever makes an accurate prediction ahead of time. They look backwards and find the answer in the data. Never mind there are thousands of points they can’t match up to reality – they are only interested in the few that seem to point to something useful.

If you can confine your imagination to applying scientific principles to data analytics you will find them useful in making accurate and helpful predictions. Otherwise you may find you can only get useful analysis after-the-fact (which isn’t useful ever!)

Just my $0.02
Pete</description>
		<content:encoded><![CDATA[<p>There is a small danger in letting your “imagination run wild” and that is you may come to a false impression from the results of data processing. Two major human cognition errors make themselves apparent here:</p>
<p>A) correlation does not imply causation – often times we see a trend where two variables appear to directly correlate and we assume one is dependent upon the other without realizing both could be influenced by another independent variable. Outside temperature, crime rate and ice cream sales all correlate but limiting ice cream sales will not lower the temperature or the crime rate! Imagine only looking at crime rate and ice cream sales statistics and not seeing temperature data. The analytics from there are meaningless but have the appearance of significance. Think of how hard in some organizations it is to disregard a result simply because you don’t feel there is enough supporting evidence. When there are seemingly strong trends it is hard to convince some of the need for caution.</p>
<p>B) Confirmation Bias – this is the worst kind of cognition error because it is much easier and less time consuming than doing the actual work! In this error people process data and then look at the results. If the results appear to be good they are then taken as fact. The problem with this is you aren’t starting with any hypothesis or theory. “You’ll know it when you see it” type of thing. The main example of this I like to give is the “prophesies” of Nostradamus. They are always after the fact. No one ever makes an accurate prediction ahead of time. They look backwards and find the answer in the data. Never mind there are thousands of points they can’t match up to reality – they are only interested in the few that seem to point to something useful.</p>
<p>If you can confine your imagination to applying scientific principles to data analytics you will find them useful in making accurate and helpful predictions. Otherwise you may find you can only get useful analysis after-the-fact (which isn’t useful ever!)</p>
<p>Just my $0.02<br />
Pete</p>
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		<title>By: Colleen Chan</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-217</link>
		<dc:creator>Colleen Chan</dc:creator>
		<pubDate>Thu, 05 Nov 2009 08:29:43 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-217</guid>
		<description>Thanks Durga!

Data analytics is not just for numbers and looking at answers, but something that allows human curiosity to take the numbers further and to new discoveries :-).</description>
		<content:encoded><![CDATA[<p>Thanks Durga!</p>
<p>Data analytics is not just for numbers and looking at answers, but something that allows human curiosity to take the numbers further and to new discoveries <img src='http://colleenchanblog.com/wordpress/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' /> .</p>
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		<title>By: Durga Sahoo</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-175</link>
		<dc:creator>Durga Sahoo</dc:creator>
		<pubDate>Thu, 05 Nov 2009 02:53:37 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-175</guid>
		<description>Thats a nice write-up, Colleen. Puts one in a contemplative mode. Keep them coming. Oh! yes, I too am passionate about Data Analytics. At the end of the day, its all about the numbers.</description>
		<content:encoded><![CDATA[<p>Thats a nice write-up, Colleen. Puts one in a contemplative mode. Keep them coming. Oh! yes, I too am passionate about Data Analytics. At the end of the day, its all about the numbers.</p>
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		<title>By: John H</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-211</link>
		<dc:creator>John H</dc:creator>
		<pubDate>Thu, 05 Nov 2009 00:30:28 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-211</guid>
		<description>Sort of like the Data Analyst who wanted to be an accountant, but didnt have the requried sparkling personality. :-)</description>
		<content:encoded><![CDATA[<p>Sort of like the Data Analyst who wanted to be an accountant, but didnt have the requried sparkling personality. <img src='http://colleenchanblog.com/wordpress/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' /> </p>
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		<title>By: Colleen Chan</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-222</link>
		<dc:creator>Colleen Chan</dc:creator>
		<pubDate>Thu, 05 Nov 2009 00:00:08 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-222</guid>
		<description>Cheers for your 5 cents, Stefan. 

Going wild and bringing insight to the numbers is why I enjoy being a business analyst. 

Colleen.</description>
		<content:encoded><![CDATA[<p>Cheers for your 5 cents, Stefan. </p>
<p>Going wild and bringing insight to the numbers is why I enjoy being a business analyst. </p>
<p>Colleen.</p>
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		<title>By: Stefan B</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-212</link>
		<dc:creator>Stefan B</dc:creator>
		<pubDate>Wed, 04 Nov 2009 15:18:19 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-212</guid>
		<description>Hi Colleen,

Yes, I couldn&#039;t agree more. Once we have a look behind the data and realise that there are people and activities, analysis is far from being boring and truly able to stimulate. Having said that, it needs a broader view to be able to understand and control that imagination. Going wild then means adding to the picture and enabling actionable insight. That&#039;s just my 5 cents.

Stefan</description>
		<content:encoded><![CDATA[<p>Hi Colleen,</p>
<p>Yes, I couldn&#8217;t agree more. Once we have a look behind the data and realise that there are people and activities, analysis is far from being boring and truly able to stimulate. Having said that, it needs a broader view to be able to understand and control that imagination. Going wild then means adding to the picture and enabling actionable insight. That&#8217;s just my 5 cents.</p>
<p>Stefan</p>
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		<title>By: Ralph W</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-213</link>
		<dc:creator>Ralph W</dc:creator>
		<pubDate>Wed, 04 Nov 2009 15:02:18 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-213</guid>
		<description>Absolutely!

It&#039;s the only way that one can break out of the box of using overused preconceived ideas of the way things work, and get the edge needed to advance to the next level...

-Ralph W</description>
		<content:encoded><![CDATA[<p>Absolutely!</p>
<p>It&#8217;s the only way that one can break out of the box of using overused preconceived ideas of the way things work, and get the edge needed to advance to the next level&#8230;</p>
<p>-Ralph W</p>
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		<title>By: Kunal D</title>
		<link>http://colleenchanblog.com/wordpress/2009/10/27/data-analytics/comment-page-1/#comment-214</link>
		<dc:creator>Kunal D</dc:creator>
		<pubDate>Wed, 04 Nov 2009 12:16:20 +0000</pubDate>
		<guid isPermaLink="false">http://colleenchanblog.com/wordpress/?p=1265#comment-214</guid>
		<description>Yes, Data Analytics can really stimulate one&#039;s imagination. Actually, my imagination has run wild after entering into this beautiful world of Analytics. I am trying to change over from a market researcher into an Analytics professional. The day it dawned on me that you could actually draw business insights from data using a good blend of statistics, economics and operations research, i knew this was the career path for me.</description>
		<content:encoded><![CDATA[<p>Yes, Data Analytics can really stimulate one&#8217;s imagination. Actually, my imagination has run wild after entering into this beautiful world of Analytics. I am trying to change over from a market researcher into an Analytics professional. The day it dawned on me that you could actually draw business insights from data using a good blend of statistics, economics and operations research, i knew this was the career path for me.</p>
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