Final Day for Power BI Voting, Can I Have Your?

Today is the final day for the Power BI Contest voting and I could use your help to move on in the competition!  Please take a moment and vote for my video here  http://tinyurl.com/PowerBIDevin

Thanks for voting!

Power BI Contest Entry

Today I submitted my Power BI contest entry and I’d love for you to take a look!  Here’s a short description of entry and the video itself:

In this submission I have used Power BI to help me plan a vacation with my wife. We both love thrill rides so I wanted to make the best decision on planning our next trip. Using Power Query I imported data from the web to find all possible roller coasters and amusement parks. I then took that raw data and made relationships and calculations using Power Pivot. Next, I visualized the results through Power View to help guide me through the data easier. Finally, I uploaded my workbook to a Power BI site and enabled Q&A to allow my wife to ask the workbook questions about our trip.

 

Find out more about this contest here and put in your own contest entry.

Understanding Microsoft Self-Service BI Recording and Q&A

I hope you were able to attend my free webinar on Understanding Microsoft Self-Service BI on September 26, 2013.  If you weren’t you can now download the recording here.

Because I covered new material all the way to the end of the webinar i thought I’d also answer some of the top questions I didn’t have time to answer here.

Q: Can an Excel Power Pivot 2013 model be read by Excel 2010 or Excel 2007? What about Excel versions and their compatibility with SharePoint Versions?  I ask because we are upgrading our SharePoint environment to 2013 but most of our users have Excel 2010 (a few have 2007).

You can open an Excel 2013 workbook that has a Power Pivot model in older versions but you cannot modify them.  You can however deploy Excel 2010 and Excel 2013 workbooks to you SharePoint 2013 environment and it they interact the same.

Q: Is there a way for me in us my own map?  ex. wards/districts in my county

I assume this one is referring to Power Map and the ability to map geopolitical regions.  It doesn’t currently have the ability to your own regions yet.

Q: Where do we download power map?

http://www.microsoft.com/en-us/download/details.aspx?id=38395

Q: Can you change to use google maps instead of bing maps?

No, Microsoft tool = Microsoft maps! :)

Q: Could I use relationships using more than one field?

No, Power Pivot only has the ability to create relationships on one field at a time.  If you need to join on more than one field, which in the real world is often, then you have to get creative.  In the quick example I showed we merged two columns together to make a single join column that could be used for our relationship.

Q: Is Power Query available for Excel 2010?

It sure is!  This is one of the great things about Power Query is that it is compatible with both Excel 2010 and 2013.

Q: How can you share Power View reports? Do you have to share the excel file or can you display in SharePoint?

You have a couple options.  You can share the excel file like you’ve suggested or you can deploy it to SharePoint.  If you develop the Power View reports in SharePoint you can also export via PowerPoint.

Q: Will these slides be available

Sure thing!  Download them here.

Q: The maps features is very interesting.  Can it do counties within a state .. and neighboring states?

Yes, Power Map has the ability to regionally map counties and zip codes as well.

Whitepaper: Building Self-Service BI Solutions with Power Query

Self-Service BI with Power Query

Through Self-Service BI, business units can personalize Business Intelligence to their needs and solve problems at a much faster rate than any traditional BI solution. This is why businesses are looking to Self-Service BI to solve the smaller, but no less significant, problems that individual departments need addressed. The goal of this white paper is to focus on using and understanding one of Microsoft’s latest Self-Service BI tools called Power Query.

Building Self-Service BI Solutions with Power Query

Download the Whitepaper now!

Using Parameters in Power Query Extracts

Introduction

By now you have likely heard a little about Power Query (formally known as Data Explorer).  While you may have heard of the tool many still have not gotten their hands on it and started experiencing the potential it has.

In case you’re new to Power Query here’s a couple quick points before continuing on:

My goal with this post is to show you how simple yet powerful Power Query really is.  I’ll do this by showing you an example of solving a problem that would be fairly complex using traditional ETL tools like SSIS (SQL Server Integration Services) but made simple with Power Query.

Problem

Power Query has the ability to do some basic “screen scraping” of data from web pages and add this as a new data source to your Self-Service BI solution. The problem that often occurs when doing this is that there are often dozens of pages or filters that need to be modified to get a full historical view of the data on the web page.

To solve this problem we can leverage parameters in the Power Query Formula Language to navigate through this data. Even though Power Query is new there are a couple very good resources for learning it that can be found here.

To make this example fun we will be pulling our data from data from the National Football League website (www.nfl.com). When pulling historical data about teams from the league the website only permits users to view one year at a time. However, our goal is to view how teams have performed across all time.

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To solve this we will create a parameter using the Power Query Formula Language to dynamically pass in the years that are needed to extract data across all time. Next we’ll walk through a beginning to end example on solving this problem.

Hypothesis

Once this data is collected I would like to prove or disprove a hypothesis of mine. I believe that the fewer penalty yards accumulated by a team’s offensive will result in better performance. To determine if I’m right we will apply a visualization to the data once we’ve completed importing it.

Step by Step

  1. Launch Excel 2010 or higher. My screenshots are all done using Excel 2013 but everything should look the same until the data visualization section.
  2. Select the Power Query tab.
  3. To complete this example we’ll need to enable advanced query editing. Under the Machine Settings section select Options.

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  1. Check the option called Enable Advanced Query Editing then click OK. This setting is turned off by default.

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  1. Click From Web under the Get External Data part of the Office Ribbon.
  2. Use the URL http://www.nfl.com/stats/categorystats?tabSeq=2&statisticCategory=GAME_STATS&conference=ALL&role=TM&season=2012&seasonType=REG then click OK.

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  1. In the Navigator pane select Table 0, which has the content we need for this demonstration.

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  1. Rename the query by double-clicking on the query name in the top left of the Query Editor. Change the name from Query1 to Team Stats.
  2. Now click the Edit Query button in the top right of the Query Edit.

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  1. Add the following parameter definition above the existing query:

(getYear) =>

  1. Look at the URL string that is part of the query and replace the hardcoded year 2012 with the following expression:

” & Number.ToText(getYear) & “

Click Done. The full query after these two changes should look like this:

(getYear) =>

let

Source = Web.Page(Web.Contents(“http://www.nfl.com/stats/categorystats?tabSeq=2&statisticCategory=GAME_STATS&conference=ALL&role=TM&season=” & Number.ToText(getYear) & “&seasonType=REG”)),

Data0 = Source{0}[Data],

ChangedType = Table.TransformColumnTypes(Data0,{{“Rk”, type number}, {“Team”, type text}, {“G”, type number}, {“Pts/G”, type number}, {“TotPts”, type number}, {“Scrm Plys”, type number}, {“Yds/G”, type number}, {“Yds/P”, type number}, {“1st/G”, type number}, {“3rd Md”, type number}, {“3rd Att”, type number}, {“3rd Pct”, type number}, {“4th Md”, type number}, {“4th Att”, type number}, {“4th Pct”, type number}, {“Pen”, type number}, {“Pen Yds”, type number}, {“ToP/G”, type text}, {“FUM”, type number}, {“Lost”, type number}, {“TO”, type number}})

in

ChangedType

  1. You can now click the Invoke button to pass in any year value you want and get different results based on your selection. Click Invoke and type in the year 2009. Click OK.

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  1. This returns all data for the year 2009 for all teams. Our next step is to return data for every year for all teams. Expand the Steps pane on the right side of the Query Editor and click the X next to InvokedTeam Stats. This removes the last action taken, which was passing in the value of 2009 into our parameter. Click Done.

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  1. Select the Power Query tab.
  2. Select From Other Source > Blank Query

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  1. In the Query Editor formula bar type the following expression:

= {2002..2012}

This will automatically create a list of the last 10 years from 2002 to 2012

  1. Right-click on the column header and select To Table to convert this list into a table. You will be prompted with some settings for changing this list to a table. Just accept the defaults and click OK.

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  1. Right-click on the column header again and select Insert Column > Custom
  2. Use the following formula to pull in data from the parameter driven function we created earlier.

#”Team Stats”([Column1])

clip_image021 NOTE: The Power Query Formula Language is case sensitive

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Double quotes are only needed here because there is a space in the name of the other query. Click OK.

  1. Click the Expand button next to the new custom column then click OK.

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  1. This should give you a preview of all team stats across the last 10 years. Rename the query in the top left of the Query Editor from Query1 to Full Team Stats.
  2. Multi-select the columns Column1, Custom.Team, Custom.Pts/G, Custom.TotPts, Custom.Yds/G, Custom.Pen, Custom.Pen Yds then right-click and select Remove Other Columns.

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  1. Rename Column1 to Year and rename all the other columns to remove the prefix of Custom. from the name. Columns can be renamed by right-clicking on them and selecting Rename.
  2. Multi-Select the columns that have our aggregate data in it then right-click and select Change Type > Number as shown in the screen shot.

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  1. Finally, click Done to actually import the full dataset into Excel. Depending on the web site you’re extraction could take several minutes.
  2. With the data now in Excel click the Load to data model button inside the Query Settings pane on the right of your screen. This sends to data directly into Power Pivot.

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This is a feature only available in Excel 2013. If you’re using Excel 2010 then you must launch Power Pivot and go to the Design tab and chose from Existing Connections to do the same behavior.

Visualizing Data (Cherry on top)

Now that we have the data in Power Pivot it should be fairly simple to visualize it. We could go with a straight forward approach and use PivotTables, but since this demonstration was done using Excel 2013 let’s use Power View.

If you’d like to replicate this demonstration but are using Excel 2010 you can do so by deploying your workbook to a Power Pivot gallery in SharePoint 2010 SP1 that uses the SQL Server 2012 Reporting Services add-in.

Remember this is the section where I should be able to prove or disprove my hypothesis about the team’s offensive performance being impacted by penalties.

  1. Go to the Insert tab in Excel 2013 and select Power View.
  2. Delete any visualizations that Power View may have automatically tried to create for you.
  3. Close the Filters section by hitting the next in the top right next to the Filters pane.
  4. In the Power View Fields list expand Full Team Stats table and select Pen Yds, Pts/G, Yds/G, and Team.
  5. With these fields selected change the visualization to a scatter chart by select Other Chart > Scatter in the Design tab.

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  1. Expand the scatter chart so it takes up the entire design surface except for the title.
  2. From the Power View Fields list bring the Year column from the Full Team Stats table into the Play Axis of the Chart properties.

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This chart is starting to tell us some interesting things. It looks like the least penalized team, the Atlanta Falcons, is on the upper half of offensive performance but not the best. The best offense is the New England Patriots and they’re about middle of the pack when it comes to penalties.

Probably the most interesting thing I find here is that the Super Bowl winner from 2012 was the most penalized team and about middle of the pack when it comes to offensive output. That just goes to tell you that in American Football there’s another half of the game we’re not analyzing here. Baltimore is well known for have a great defense, which would explain the discrepancy. Overall it looks like my hypothesis cannot be proven right.

  1. Now, if we hit the Play button in the bottom left of the chart we can see across the last 10 years.
  2. It looks like the most consistent offensive team has been the New England Patriots. We can focus on the New England Patriots by clicking on their bubble in the scatter chart and it shows over the last 10 years Patriots have been an outstanding offensive team.

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  1. Click somewhere in the background of the chart to remove the filter on the Patriots.
  2. Finally, give the report a title of NFL Offensive Performance to complete this example.

This is the kind of amazing analysis you can do with Power BI. I hope you’ve found this useful and can apply it to your own work!

You can download the sample workbook for this example here.

Power View Reporting on Multidimensional Cubes Released

I’m a little late to the celebration but on Friday some there was some exciting news regarding Power View was announced. You can read about the details of it at the Analysis Services and PowerPivot team blog for Microsoft here.

http://blogs.msdn.com/b/analysisservices/archive/2013/05/31/power-view-connectivity-for-multidimensional-models-released.aspx

This is part of a SQL Server Cumulative update pack that you can download here.

http://support.microsoft.com/kb/2833645

One thing to probably make mention of that you can ready on the Microsoft team blog is that this is only for SQL Server and SharePoint Power View.  If you’re using Power View with Excel 2013 only then you’ll have to wait a little longer for an update.

Either way this is great news and for those that were anticipating projects to convert Multidimensional cubes to Tabular or PowerPivot so they could use Power View.

Getting Started with Microsoft Data Explorer

What is Data Explorer

Data Explorer simplifies the data discovery phase for Excel users that are creating self-service Business Intelligence solutions.  It does this by provided straightforward methods for connecting to data previously unheard of, without a developer, in Excel.  It also provides a basic ETL tool for those involved in self-service BI projects all within Excel.

What do I need

Currently Data Explorer is only available as a preview and works with Excel 2010 SP1 or Excel 2013.  You can download the Data Explorer preview from http://www.microsoft.com/en-us/download/details.aspx?id=36803.

Enabling the Add-in

Once you download and install the add-in you will have to enable it by going to File –> Options –> Add-Ins.  Then Select COM Add-ins from the Manage dropdown and click Go

image

Check off Microsoft “Data Explorer” Preview for Excel from the Add-Ins available list then click OK.

image

Once you have enabled the add-in the DATA EXPLORER tab will appear in the increasingly crowded Office ribbon.

image

Let’s take a look at what this new add-in has given us.

What does it do

A very detailed list of each element of Data Explorer can be found here http://office.microsoft.com/en-us/excel-help/start-page-HA104003813.aspx.

In this post I’ll walk you an example that i think all companies are starting to take a lot more seriously, which is social media sentiment.  In other words how does the public perceive our company.

With the built-in ability to import data from Facebook Data Explorer can very easily analyze things like statuses, likes. comments, and much more.  Let’s walk through an example:

  1. Launch Excel and ensure the Add-in is enables with the steps detailed above.
  2. Select the Data Explorer tab and choose From Facebook from the From Other Sources dropdown selection.image
  3. You will then be prompted to provide a UserName or object ID.  The default is “me”, which means it will allow you to import data from your personal Facebook account.  However, if you’re an administrator of a corporate Facebook page you could enter that page in here.  For example, I am an admin on the Pragmatic Works page.  So if change the default “me” to PragmaticWorks and set the Connection name to Posts I can see all posts on our corporate page.  Click Apply.image
  4. Now the true data exploration can begin.  My first step was to hide all the columns I don’t care about.  You can select multiple column headers at once and then right-click to select Hide Columns.image
  5. Now that we’ve got just the data we care about let’s analyze things like how many likes and comments we’re receiving on our posts.  You will notice on the columns for both comments and likes that the word Link is displayed.  This means there’s more data in a separate object that can be imported.
  6. If you click the word Link it will preview that data in that object as shown below when i clicked on likes.  From this I can tell there were 6 likes on this particular post.  There’s also another option if i click Table that will allow be to see the actual users that liked my corporate post.image
  7. This is great for exploring but if i actually want to add this data to my query then I would clear my likes search on the Steps page as shown below.image
  8. For my Marketing team’s analysis they really want to know a count of how many likes and comments we had on each status.  To do this I will navigate back to the likes column in my query and click the Expand button to check off new values i want to return.  For this example i just need the count of likes but if I wanted to see who actually made the like on our post I could return the data.image
  9. We have the data we want now so hit Done and all the Facebook sentiment data will be imported into Excel.
  10. Now that this data is in Excel we can create a PowerPivot workbook on it or even Power View report that looks something like this:image

Having the ability to create these kinds of report in a very short amount of time is exactly what our Marketing department needs to analysis our true reach.

Building Your First Power View Report

This has been reposted from a guest blog post I wrote on the Microsoft Business Intelligence team blog.

Fulfilling User Needs

Developing a Power View report has been touted as being so simple that within a handful of clicks you can add rather impressive elements, like effective visualizations, to a report. This isn’t always the case with other tools in the market. The goal of this post is to walk you through Power View as if you were designing a report for the first time, and show you how simple it really is to build a Power View report.

Using the Development Environment

Before we start, it’s important to note that you will need SQL Server 2012 and SharePoint 2010 to create a Power View report. Power View also runs on Silverlight 5, which enables you to edit Power View reports in a browser window, as shown below.

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The development interface retains the familiar look and feel of Office tools. If you know how to use Excel, picking up Power View for the first time should be a breeze.

Understanding your Data

Understanding your data and what you want to achieve with it is one of the most important aspects of building a Power View report. The better a report designer understands the layout of the data model, the easier it becomes to produce insightful results. Power View is designed to help you produce fast results in an easy to understand format.

When designing PowerPivot reports with images and visualizations, you may want to consider BISM Tabular data sources for Power View reports. Shown below is a report that leverages a data set with images enabled by BISM Tabular data sources.

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Building your First Report

In this demonstration of building a basic Power View report I will be using a data set found on Microsoft’s live demo site. To follow along go here to access the blank Power View Report (this will require a Windows Live ID).

Upon launching this live example you will see a blank report in presentation view. To edit this blank report, select Edit Report in the top left of your screen.

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You can create report elements by selecting the data you would like to visualize from the data pane on the right side of your screen. It’s helpful to know how your data model is organized because you may find yourself struggling to find the fields you need otherwise.

Next, from the Product table, select Image and then use the Visualizations toolbar to set the field as Tiles. This will place the product images in slide tile view. You may need to stretch the tiles across the width and the length of the report for layout purposes.

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To capture the details of each product in the slide tile view, select a single product image and select Card from the Visualizations toolbar dropdown. Add the fields Product Name, Category, Channels, Item Group, SKU and Retail Pricefrom the Product table. To fit all of the information you may need to resize the Card as shown below. Think of the Card as a baseball card that captures all the key information about a product.

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Next, we will add regional sales information to the report. To get the regional data to interact with the product image tiles, select a tile and pick Region Map and Region Name data elements from the Region table. From the Sales table selectRevenue. This gives a tabular view of the region sales for the selected product with an image that highlights the part of the country that makes up that region. Move this table to the bottom right of the report to improve the layout of the report.

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To complete the regional view of our report, we will put together a bar chart of profitability metrics by product. Begin by selecting one of the tiles and pick the data elements Profitability from the Sales table and Wholesales Price from the Product table. Turn the new table into a chart by selecting Clustered Bar from the Visualizations toolbar. Resize and move the chart to the bottom left of the report. Lastly, name the report Product Sales Report. The final result of this first view should look like this.

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Power View reports can have multiple views, which appear as multiple pages to a user. This allows users to easily flip through multiple reports in a single Power View document. To create a new view, select the View context menu on the left side of the design surface and click New View as shown below.

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In the new view we will demo one of the most impressive visualizations in Power View –the Scatter chart. To begin, go to the Sales table and select Revenue, Quantity, and # Products, and from the Product table select Category. Once the data elements are selected, choose Scatter Chart from the visualizations toolbar to turn the table into a chart. The result is a nice scatter that shows which product categories generate the most revenue for the business. To take this chart to the next level, we could add animation to it by dragging Month from the Date table to the Play Axis of the chart. Resize the chart to fill the entire report view and hit the play button on the bottom left to view product category performance over time. Lastly, name the report Sales Analysis by Month.

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With this report complete, you can view it as a user by selecting Full Screen under the Home tab of the toolbar. This allows you to flip through multiple views of the report and preview the report views by selecting the button in the bottom left of your screen.

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Hovering over the views, you get a larger preview on the top report. When you select a report, it appears in full screen mode.

Going through this demo should have given you the idea of how with just a few clicks, you can create impactful, insight-driving reports with Power View.

SQL Lunch #68 – Designing Your First Power View Report

Next week I will be speaking on designing your first Power View report for SQL Lunch.  Be sure to join me for the event and as always “No fluff, just stuff”.

Add To Outlook: Add To Calendar

Date and Time: 7/18/2012 11:30:00 AM CST

Topic: #68-Designing Your First Power View Report
Power View has the capability of creating eye-popping visualizations within SharePoint 2010. It provides intuitive ad-hoc reporting that can be used by a variety of business users to make critical decisions. In this session you will learn how to design your own dazzling reports using Power View.

Choosing the Right Microsoft Reporting Technology Part 5: Power View

In part five of this on going series about choosing the right reporting tool we will discuss the newest of tools called Power View.  While Power View is part of Reporting Services in SQL Server 2012 I’ve decided to split it as it’s own topic to help understand when you would use it over the traditional SSRS reports.  Now, because this is one of the newest reporting tools you can count on much of this post to get outdated over time.  In fact, a lot of the limitation you may see me describe are rumored to be fixed in future releases.

I’ve mentioned in previous posts that there’s not one tool that can solve all reporting needs so you may find yourself using multiple tools to provide a well rounded complete reporting solution.  This will be the last part of this series that describes tools, but there will be a part 6 that will help guide you in making the appropriate decision on which tool to use for each report you design.

If you’re new to reading this blog series I encourage you to start from the beginning even if you think you have a strong understanding of the tools detailed because you may reconsidered using tools that previous you dismissed as an option. Here’s the complete list of tools I’ve reviewed:

So let’s now review the newest and final Microsoft reporting tool Power View.

Power View

What it is

Power View is Microsoft’s answer to some of the popular third party tools like Tableau.  In a nutshell Power View is a highly visual ad hoc reporting tool for end users.  It is designed with the end user in mind and because of that it is incredibly simple to create really impressive reports.  Within a half dozen clicks a user can create a report similar to what you see below.

Power View is a tool that is now part of Reporting Services in SQL Server 2012 but you can only create or view the reports from SharePoint 2010. The tool used for designing the reports is actually dependent solely on Silverlight 5 (subject to change) being installed. So there’s no extra download like all of the other reporting tools on the market.

image

Power View is a highly metadata driven tool, which means it is important to to have a well defined data source.  With the current version of Power View you can only use data that is either sourced from a PowerPivot document that has been deployed to SharePoint or a BISM Tabular model.  BISM Multidimensional coming in the future according to several forum posts I’ve seen:

http://social.msdn.microsoft.com/Forums/en-US/sqldenreportingservices/thread/663283d7-a89c-44a3-97a2-5e406c1d635f

http://social.msdn.microsoft.com/Forums/en-AU/sqlkjpowerpointforsharepoint/thread/41b183ea-2642-487a-8dbb-8d44cdf71025

You can easily create multiple views on a report so that report consumers can view the data represented on multiple pages and in multiple ways.  Also, Power View reports can easily be exported into tools like PowerPoint so users no longer have to take screenshots of reports to embed in PowerPoint slide decks.  With Power View you will be able to look at live views of the report inside the slide deck and interactive with it like you would in SharePoint.image

The quickest way to get started with the tool is to use the SharePoint 2010 template site called a PowerPivot Site which has all the components needed to begin development. After deploying any PowerPivot workbooks or BISM Tabular models to the PowerPivot Gallery you will be able to begin creating Power View reports.

If you would like to get started with learning Power View there are several live demos available. If you go to http://tinyurl.com/PowerViewDemos you will find several examples of completed reports and datasets that you can create your own reports against.

What it isn’t

Since the release of Power View people have often asked me if I think that it means an end for PerformancePoint.  Personally I don’t believe PerformancePoint is going anywhere because they have different purposes and also it is used by different people.  I think many people think they’re similar because they both use SharePoint and are both very visual tools but when you look at the details they really have different purposes.

PerformancePoint I consider more of an executive level dashboarding tool while Power View is for user created ad hoc reporting.  You probably don’t want end users developing executive level dashboard reports.  I prefer to have IT managing and controlling content that is exposed to executives and large scaled deployments to the entire company.  PerformancePoint also has the capability to do KPIs and Scorecards, which Power View does not have natively built-in.

Who Uses it

Power View has been created for the purposes of end users designing their own reports.  With the first version of Power View that is made very clear because everything is drag and drop.  There is no place within the tool to actually write queries like most other reporting tools so it’s very dependent on a strong data source.  While this may be seen as a limitation by some if fulfills the requirement to be an end user tool.  Don’t be surprised if the ability to query inside Power View changes in the future though,

How is it consumed

Power View can be viewed through SharePoint 2010 Enterprise with the Reporting Services add in for SQL Server 2012.  With a PowerPivot Gallery inside SharePoint you can easily select to view existing Power View reports or create new ones off of PowerPivot workbooks and BISM Tabular models.

Limitations

Power View has a very direct purpose so some of the limitations it holders are understandable.  Some of the other limitations are likely to change as the tool matures.  Keep in mind this is the first release for the tool  Here’s the limitations I’ve come up with:

  • Limited number of data sources that can be used.  Currently only BISM Tabular or PowerPivot that is deployed to SharePoint.  Should be expanded in the future.
  • All metadata driven, so no direct query option right now.
  • Can only view Power View reports through SharePoint

Despite these limitations I think you will find a place for this tool because of it’s impressive results.  Also, as Power View goes through some growing pains of being a new tool many of these limitations will be fixed.

Summary

As we go through this series remember these high level characteristics about Power View

  • Highly visual End User reporting tool
  • Current version must use either BISM Tabular or PowerPivot as a data source
  • Requires SharePoint 2010 and SQL Server 2012.  Enterprise for both
  • Metadata driven so things like images are actually a good thing

I hope you’ve found this helpful and stay tuned for the Part 6 in this series where we’ll wrap up and talk about how to make your decision. To read any of the other parts to this series follow the links below.

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