tag:blogger.com,1999:blog-67883630417196331442024-03-13T12:29:00.865-04:00Visual Data 360 CommunityOnline community with latest updates, resource and discussion on topics relating to business intelligence, data analytics, data visualization and big data.Unknownnoreply@blogger.comBlogger7125tag:blogger.com,1999:blog-6788363041719633144.post-86313365283258671922020-04-08T22:33:00.001-04:002020-04-08T22:36:35.245-04:00Covid 19 DashboardSee daily new confirmed cases in countries with the most cases.<br />
<br />
<br />
<iframe allowfullscreen="true" frameborder="0" height="600" src="https://app.powerbi.com/view?r=eyJrIjoiMjhiOWVkMDgtMDMxOC00Y2RhLWI2ZGYtYzA0MzhiYmViMmEyIiwidCI6ImFiNTNiNDVhLTUxYmItNDNiZS1hNmMwLTQwNjU3ZWJmM2ZjYSIsImMiOjN9" width="800"></iframe>Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6788363041719633144.post-39977803386773730802017-10-01T01:01:00.000-04:002017-11-14T14:47:08.542-05:00Embedding Power BI Reports in Any Websites<div class="separator" style="clear: both; text-align: center;">
<a href="https://4.bp.blogspot.com/-Se3lrRrq3bM/WgtIN6oNtQI/AAAAAAABFVE/W8cmeO1y94sHzbRaaX-O_tvRz9fwiN1_ACLcBGAs/s1600/powerbi.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="691" data-original-width="1000" height="221" src="https://4.bp.blogspot.com/-Se3lrRrq3bM/WgtIN6oNtQI/AAAAAAABFVE/W8cmeO1y94sHzbRaaX-O_tvRz9fwiN1_ACLcBGAs/s320/powerbi.png" width="320" /></a></div>
<br />
<br />
Power BI report can be embedded in practically any website with embed code generated with a few click. The size of the report can also be customized easily to any size.<br />
<br />
The report shown below is embedded with 800px width by 600px height using iFrame. The size option given during embed code generation process may look discouraging since there are only three size options listed. However, you can just the copy the code and change the dimension manually to any number as you wish.<br />
<br />
One caveat is that you must set the size of the report page to dynamic (i.e., 16:9 or 4:3). Setting a custom size will result in fixed size report that will not adjust to the size specified in the embed code.<br />
<br />
<br />
<iframe allowfullscreen="true" frameborder="0" height="600" src="https://app.powerbi.com/view?r=eyJrIjoiOGI3MDk4NWMtNTQxMy00MDdkLTgxOTEtOThlMDE2YmFiMTIzIiwidCI6IjRiOGIxNzMxLWRkODYtNDliYS04YjE3LTZjZDY4YzlmOGYxOSIsImMiOjN9" width="800"></iframe>
Unknownnoreply@blogger.com1tag:blogger.com,1999:blog-6788363041719633144.post-74614194541992443062016-12-26T16:44:00.000-05:002016-12-27T00:54:04.709-05:00Setup Google Analytics for Your WebsiteIf you own a website but have not signed up and configured Google Analytics, it's time to consider setting it up. Google Analytics can provide invaluble insights into your website's visitors including demographic, behaviors and activities performed on your website.<br />
<br />
Google has recently launched Google Analytics 360 Suite. This is not to be confused with the free Google Analytics Standard service. Google Analytics 360 Suite is geared towards large enterprises whereas the free standard edition is more than adequate for most small to medium sized companies.<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://4.bp.blogspot.com/---meUlfboIM/WGF482MtFRI/AAAAAAABAO0/4F2mIQLQLigWjLlJUi6qGe10Ne3E2Kt-gCLcB/s1600/google-analytics-360.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="456" src="https://4.bp.blogspot.com/---meUlfboIM/WGF482MtFRI/AAAAAAABAO0/4F2mIQLQLigWjLlJUi6qGe10Ne3E2Kt-gCLcB/s640/google-analytics-360.gif" width="640" /></a></div>
<br />
Most of the market leaders in BI software sector such as Tableau and Spotfire support direct connection to Google Analytics to export data for further analytics. I highly recommend signing up for the free standard edition if you are new to Google Analytics.<br />
<br />
<h3>
The key features of Google Analytics </h3>
<ul>
<li>Ecommerce tracking.</li>
<li>Goals.</li>
<li>Connect to AdWords.</li>
<li>Site Search.</li>
<li>Campaigns.</li>
<li>Safety net profiles.</li>
<li>Filter out your internal traffic.</li>
<li>Connect to Google Webmaster Tools.</li>
</ul>
<h3>
<br /></h3>
<h3>
How do setup Google Analytics</h3>
<ul>
<li>Sign in to your Analytics account.</li>
<li>Select the Admin tab.</li>
<li>Select an account from the drop-down menu in the ACCOUNT column.</li>
<li>Select a property from the drop-down menu in the PROPERTY column.</li>
<li>Under PROPERTY, click Tracking Info > Tracking Code.</li>
</ul>
<br />
You can find more details on the configuration here - <a href="https://support.google.com/analytics/answer/1008080?hl=en" rel="nofollow" target="_blank">Google Analytics Help</a><br />
If you wish to have Google Analytics up and running in a flash instead of spending days or even week trying to learn the procedures, contact us to find out about low priced turn-key solution.Unknownnoreply@blogger.com1tag:blogger.com,1999:blog-6788363041719633144.post-86030471272451807342016-12-25T16:49:00.000-05:002016-12-25T16:50:31.616-05:00Explore the World of Free Data at Data.govU.S. Federal government collects massive amount of data each year from every sector of our highly evolved industries from the education sector and financial institutions.<br />
<br />
Have you heard of "Freedom of Information Laws"? In the United States the Freedom of Information Act was signed into law by President Lyndon B. Johnson on July 4, 1966 and went into effect the following year.<br />
<br />
What that means is general public has the right to access data held by the federal government. In the case of U.S., it only applies to federal agencies. However, most of the states and the District of Columbia have enacted similar laws requiring public access to data maintained by them.<br />
<br />
Isn't that wonderful for those who can really make great uses out of those data? Yes, it is, however, obtaining the data wasn't that straight forward in most cases. Each federal and state agencies maintains and control the access to the data. If often meant digging through vast array of websites and links to uncover what is being collected and maintained by a particular agency.<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://2.bp.blogspot.com/-qX7Tw95OtmU/WF_9KQi3d5I/AAAAAAABAOI/dFouD_2q4j8UzxSdlCnAK97bY86vpwWXgCLcB/s1600/good_gov_datagov.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://2.bp.blogspot.com/-qX7Tw95OtmU/WF_9KQi3d5I/AAAAAAABAOI/dFouD_2q4j8UzxSdlCnAK97bY86vpwWXgCLcB/s1600/good_gov_datagov.jpg" /></a></div>
<br />
<br />
Data.gov is the first attempt by the U.S. government to make the data easily accessible by the general public. The website was launched in late May 2009 by the then Federal Chief Information Officer (CIO) of the United States, Vivek Kundra.<br />
<br />
The amount of data available through Data.gov is perhaps a small fraction of what's out there in the wild. Never the less, this is a good start and a move in the right direction.<br />
<br />
<b>Examples of data available on Data.gov:</b><br />
<br />
<h3>
Data on Consumers</h3>
<ul>
<li>Expenditure on Children by Families</li>
<li>FDIC Failed Bank List</li>
<li>Population Estimates</li>
<li>American Housing Survey</li>
</ul>
<h3>
<br />Education</h3>
<ul>
<li>College Scorecard</li>
<li>Federal Student Loan Program Data</li>
<li>School Crime and Safety</li>
<li>Federal Student Aid</li>
</ul>
<br />
<h3>
Finance</h3>
<ul>
<li>Economic Census</li>
<li>Quarterly E-Commerce Report</li>
<li>Rent Estimates</li>
</ul>
<br />
Other data available on the website covers industries and topics including but not limited to Climate, Energy, Health, Public Safety and Science. At the time of writing this article, there were 193,141 datasets available for download free of charge.<br />
<br />
Does your company need big data to analyze your local market or industry trends to beat the competition? Let us know, and we will help you find the right data, and help you turn the raw numbers into insights.Unknownnoreply@blogger.com1tag:blogger.com,1999:blog-6788363041719633144.post-62958695511685255752016-10-02T11:27:00.001-04:002016-12-25T18:15:11.484-05:00What's Wrong with using Pie Chart?<div class="separator" style="clear: both; text-align: center;">
</div>
<div class="separator" style="clear: both;">
A pie chart (or a circle chart) is a circular statistical graphic which is divided into slices to illustrate numerical proportion. In a pie chart, the arc length of each slice (and consequently its central angle and area), is proportional to the quantity it represents. While it is named for its resemblance to a pie which has been sliced, there are variations on the way it can be presented. The earliest known pie chart is generally credited to William Playfair's Statistical Breviary of 1801.</div>
<div class="separator" style="clear: both;">
<br /></div>
<div class="separator" style="clear: both;">
Pie charts are very widely used in the business world and the mass media. However, they have been criticized, and many experts recommend avoiding them, pointing out that research has shown it is difficult to compare different sections of a given pie chart, or to compare data across different pie charts. Pie charts can be replaced in most cases by other plots such as the bar chart, box plot or dot plots.</div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://1.bp.blogspot.com/-mrlXg6qNef4/WF8H0aLOHSI/AAAAAAABANI/VvGwhS7FVkgI6UxGa1NcAyxgsiGMRdN3wCLcB/s1600/pie-chart-vs-bar-chart.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://1.bp.blogspot.com/-mrlXg6qNef4/WF8H0aLOHSI/AAAAAAABANI/VvGwhS7FVkgI6UxGa1NcAyxgsiGMRdN3wCLcB/s1600/pie-chart-vs-bar-chart.gif" /></a></div>
An obvious flaw exhibited by pie charts is that they cannot show more than a few values without separating the visual encoding (the “slices”) from the data they represent (typically percentages). When slices become too small, pie charts have to rely on colors, textures or arrows so the reader can understand them. This makes them unsuitable for use with larger amounts of data.<br />
<br />
Take a look at the very simple illustration above where just 6 data points are displayed on a pie chart and a bar graph. The main goal of the visualization should be to relay the information to the viewer in an effective and precise manner. <br />
<br />
There is a few cases where pie chart can still function as a great visualization. One example is when it is created to show components of something such as market share when there are only a handful of competitors exist.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://1.bp.blogspot.com/-QzPHwAjjGSM/WGBSNSxjDkI/AAAAAAABAOg/UW24jYnAiP0c9cF67OxuO0XeYRNqZ2m1QCLcB/s1600/phone-marketshare.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://1.bp.blogspot.com/-QzPHwAjjGSM/WGBSNSxjDkI/AAAAAAABAOg/UW24jYnAiP0c9cF67OxuO0XeYRNqZ2m1QCLcB/s1600/phone-marketshare.png" /></a></div>
<br />
As you can see from this example above, the pie chart here does its job pretty well. However, various types of bar charts could have been used to create visuals that are just as effective.Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6788363041719633144.post-76198691635662984742016-10-02T11:26:00.002-04:002016-12-25T17:51:09.337-05:00Microsoft Power BI: Best Free BI Software?<div class="separator" style="clear: both; text-align: center;">
</div>
<div class="separator" style="clear: both; text-align: center;">
</div>
<div class="separator" style="clear: both; text-align: center;">
</div>
Power BI is a suite of business analytics tools to analyze data and share insights. Monitor your business and get answers quickly with rich dashboards available on every device.<br />
<br />
Earlier this year, Microsoft made a decision to make its powerful Power BI solution available as on-premises service as well, making it one of the most flexible low cost option for small to medium sized businesses.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://1.bp.blogspot.com/-TzoJ2wjIT1w/WF_yAFXKWfI/AAAAAAABANw/dcsi7SShMks5aRnC_Q_U4wGm0lZWDjwXgCLcB/s1600/powerbi-startup.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://1.bp.blogspot.com/-TzoJ2wjIT1w/WF_yAFXKWfI/AAAAAAABANw/dcsi7SShMks5aRnC_Q_U4wGm0lZWDjwXgCLcB/s1600/powerbi-startup.gif" /></a></div>
<br />
<br />
<br />
Microsoft is currently offering free service for individuals with limited functionality, but enough for you to develop and test. This is a huge plus compared to other big players where you don't get to play unless you or your company pay big bucks up front.<br />
<br />
Following is what's included in the Personal Power BI service<br />
<br />
<ul>
<li>Connect to cloud sources</li>
<li>Simple dashboard sharing</li>
<li>1GB per user data capacity</li>
<li>Daily scheduled data refresh</li>
<li>10K rows per hour streaming data</li>
</ul>
<br />
<br />
If you want to utilize Microsoft's cloud technology, there are two options available.<br />
Take a look at the quick comparison of Personal Gateway vs On-premises data gateway options below.<br />
<blockquote class="tr_bq">
With the on-premises gateways, you can keep your data fresh by connecting to your on-premises data sources without the need to move the data. Query large datasets and benefit from your existing investments. The gateways provide the flexibility you need to meet individual needs, and the needs of your organization.</blockquote>
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://2.bp.blogspot.com/-3L-C1p1nuVM/WF_zjLXB1RI/AAAAAAABAN4/wfGLRLy_5_42sPIINyxOiyAeIQ3oihDzQCLcB/s1600/powerbi-comparison.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="382" src="https://2.bp.blogspot.com/-3L-C1p1nuVM/WF_zjLXB1RI/AAAAAAABAN4/wfGLRLy_5_42sPIINyxOiyAeIQ3oihDzQCLcB/s640/powerbi-comparison.gif" width="640" /></a></div>
<br />
<br />
For those who want more power and increased volume of service, consider Pro Servie which only cost $9.99/user/month!! That's a small fraction of what the competitors charge. The Power BI Pro service includes:<br />
<br />
<ul>
<li>10GB per user data capacity</li>
<li>Hourly scheduled data refresh</li>
<li>1M rows per hour stream data</li>
<li>Connect to live data sources with full interactivity</li>
<li>Collaborate with our team using Office 365 Groups</li>
<li>Manage access and sharing through Active Directory</li>
<li>Shared data queries through Data Catalog</li>
</ul>
<br />
You or your company don't have an expertise to get started with Power BI? Contact us and we will help you get up and running in no time.Unknownnoreply@blogger.com0tag:blogger.com,1999:blog-6788363041719633144.post-61000958383811228752016-10-02T11:25:00.000-04:002016-12-11T20:41:55.339-05:00The Power of Data Visualization<div class="separator" style="clear: both; text-align: center;">
</div>
"The art and practice of visualizing data is becoming ever more important in bridging the human-computer gap to mediate analytical insight in a meaningful way."<br />
<br />
―Edd Dumbill<br />
<br />
Data visualization is the presentation of data in a pictorial or graphical format. It enables decision makers to see analytics presented visually. One nicely crafted simple graphic/chart can be more powerful than a full page of very informative data.<br />
<br />
According to Wikipedia:<br />
<br />
"A human can distinguish differences in line length, shape orientation, and color (hue) readily without significant processing effort; these are referred to as "pre-attentive attributes." For example, it may require significant time and effort ("attentive processing") to identify the number of times the digit "5" appears in a series of numbers; but if that digit is different in size, orientation, or color, instances of the digit can be noted quickly through pre-attentive processing."<br />
<br />
Data visualization has been around for centuries, but what's transforming the industry is the digital revolution and advancement in computing power alongside computer software.<br />
<br />
Because of the way the human brain processes information, using charts or graphs to visualize large amounts of complex data is easier than poring over spreadsheets or reports.<br />
<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://4.bp.blogspot.com/-5q3mMPay4dg/WEsZmoZYmjI/AAAAAAAA_9s/UvPEa5q3jqkNUEY2YX9Lx2ZSclmfxG-hQCLcB/s1600/Prisoner_population_rate_world_map.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="296" src="https://4.bp.blogspot.com/-5q3mMPay4dg/WEsZmoZYmjI/AAAAAAAA_9s/UvPEa5q3jqkNUEY2YX9Lx2ZSclmfxG-hQCLcB/s640/Prisoner_population_rate_world_map.jpg" width="640" /></a></div>
<br />
I believe certain type of chart is more effective than others, and of course, you have to use the right type of chart for the data. Take a look at the example above. You can instantly process large amount of the data due to color coding used on this world map. <br />
<br />
Are you surprised that the U.S. actually has the highest prison population rate in the work? There is actually one small nation in Africa with higher rate, placing U.S. in the #2 position.<br />
<br />
Looking at the data table below, in convey the ranking order information better, but we cannot easily make out any geographical pattern and relations between countries. It is often best to use visualization and the raw data together to achieve effective information delivery.<br />
<br />
<table aria-describedby="views-aggregator-datatable_info" class="views-table cols-2 dataTable" data-attc-coldescription="thead th:nth-child(2)" data-attc-colvalues="thead th:nth-child(3)" data-attc-controls="{"showHide":true,"create":false,"chartType":false}" data-attc-createchart="true" data-attc-editing="false" data-attc-googleoptions="{"is3D":true, "displayAnnotations": true, "fontSize": 12, "fontName": "Verdana", "colors": ["#666"]}" data-attc-hidechart="true" data-attc-hidetable="false" data-attc-location="chart_div" data-attc-type="bar" id="views-aggregator-datatable" style="border-collapse: collapse; border-spacing: 0px; border: 1px solid rgb(0, 0, 0); clear: both; color: black; font-family: Verdana, Helvetica, Arial, sans-serif; font-size: 13.6px; font-stretch: inherit; font-variant-numeric: inherit; line-height: inherit; margin: 0px auto; outline: 0px; padding: 0px; vertical-align: baseline; width: 708px;" summary="Highest to Lowest"><thead style="font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
<tr role="row" style="font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><th aria-label="Ranking" class="sorting_disabled" colspan="1" role="columnheader" rowspan="1" style="background: rgb(247, 247, 247); border-bottom: 1px solid black; color: #333333; cursor: default; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 18px 3px 10px; text-align: left; vertical-align: middle; width: 147px;">Ranking</th><th aria-controls="views-aggregator-datatable" aria-label="
Title : activate to sort column ascending" class="views-field views-field-title sorting" colspan="1" role="columnheader" rowspan="1" style="background-attachment: initial; background-clip: initial; background-image: url("/sites/all/themes/prisonstudies/css/images/sort_both.png"); background-origin: initial; background-position: right center; background-repeat: no-repeat; background-size: initial; border-bottom: 1px solid black; color: #333333; cursor: pointer; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 18px 3px 10px; text-align: left; vertical-align: middle; width: 609px;" tabindex="0">Title</th><th aria-controls="views-aggregator-datatable" aria-label="
Prison Population Rate : activate to sort column ascending" aria-sort="descending" class="views-field views-field-field-integer sorting_desc" colspan="1" role="columnheader" rowspan="1" style="background-attachment: initial; background-clip: initial; background-image: url("/sites/all/themes/prisonstudies/css/images/sort_desc.png"); background-origin: initial; background-position: right center; background-repeat: no-repeat; background-size: initial; border-bottom: 1px solid black; color: #333333; cursor: pointer; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 18px 3px 10px; text-align: left; vertical-align: middle; width: 359px;" tabindex="0">Prison Population Rate</th></tr>
</thead><tbody aria-live="polite" aria-relevant="all" role="alert" style="border-top: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
<tr class="odd" style="background-color: #e2e4ff; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">1</td><td class="views-field views-field-title " style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/seychelles" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Seychelles</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(211, 214, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">799</td></tr>
<tr class="even" style="background-color: white; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">2</td><td class="views-field views-field-title " style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/united-states-america" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">United States of America</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(234, 235, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">693</td></tr>
<tr class="odd" style="background-color: #e2e4ff; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">3</td><td class="views-field views-field-title " style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/turkmenistan" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Turkmenistan</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(211, 214, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">583</td></tr>
<tr class="even" style="background-color: white; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">4</td><td class="views-field views-field-title " style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/el-salvador" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">El Salvador</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(234, 235, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">559</td></tr>
<tr class="odd" style="background-color: #e2e4ff; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">5</td><td class="views-field views-field-title " style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/virgin-islands-usa" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Virgin Islands (USA)</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(211, 214, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">542</td></tr>
<tr class="even" style="background-color: white; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">6</td><td class="views-field views-field-title " style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/cuba" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Cuba</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(234, 235, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">510</td></tr>
<tr class="odd" style="background-color: #e2e4ff; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">7</td><td class="views-field views-field-title " style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/thailand" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Thailand</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(211, 214, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">450</td></tr>
<tr class="even" style="background-color: white; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">8</td><td class="views-field views-field-title " style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/russian-federation" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Russian Federation</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(234, 235, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">441</td></tr>
<tr class="odd" style="background-color: #e2e4ff; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">9</td><td class="views-field views-field-title " style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/guam-usa" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Guam (USA)</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(211, 214, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">438</td></tr>
<tr class="even" style="background-color: white; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">10</td><td class="views-field views-field-title " style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/rwanda" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Rwanda</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(234, 235, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">434</td></tr>
<tr class="odd" style="background-color: #e2e4ff; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">11</td><td class="views-field views-field-title " style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/panama" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Panama</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(211, 214, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">426</td></tr>
<tr class="even" style="background-color: white; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">12</td><td class="views-field views-field-title " style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/virgin-islands-united-kingdom" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Virgin Islands (United Kingdom)</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(234, 235, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">425</td></tr>
<tr class="odd" style="background-color: #e2e4ff; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="joint" style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">13</td><td class="views-field views-field-title " style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/grenada" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Grenada</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(211, 214, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">421</td></tr>
<tr class="even" style="background-color: white; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="joint" style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">13</td><td class="views-field views-field-title " style="background: rgb(241, 245, 250); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/maldives" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Maldives</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(234, 235, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">421</td></tr>
<tr class="odd" style="background-color: #e2e4ff; border-bottom: 1px solid rgb(204, 204, 204); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0.1em 0.6em; vertical-align: baseline;"><td class="" style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">15</td><td class="views-field views-field-title " style="background: rgb(255, 255, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;"><a href="http://www.prisonstudies.org/country/belize" style="border: 0px; color: #0062a0; font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 0px; text-decoration: none; vertical-align: baseline;">Belize</a></td><td class="views-field views-field-field-integer sorting_1" style="background: rgb(211, 214, 255); font-family: inherit; font-size: inherit; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: inherit; line-height: inherit; margin: 0px; outline: 0px; padding: 3px 10px; vertical-align: middle;">410</td></tr>
</tbody></table>
<br />
In upcoming posts, we will explore the latest in BI tools, technique and big data - both publicly available and for purchase.Unknownnoreply@blogger.com0