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Category: Power BI

Visualizing Snowflake Geospatial Data with Power BI

Published 2023-08-07 by Kevin Feasel

Rebecca O’Connor builds a map:

Power BI can leverage Geospatial data from snowflake with my favourite map visual – Iconmap – https://www.icon-map.com/ . Icon map can render points, polygons and linestrings using ‘Well Known Text’ format (WKT).

Snowflake supports converting geospatial datatypes to WKT. Not only this, Snowflake has the capabilities to perform the Engineering and analytical needs for Geospatial analysis without using any other tool. And the results can be visualised in a variety of medias such as Tableau, Hex, Carto or even a Custom built Streamlit application. I have written a Streamlit blog on this very recently.

Click through for information on how to get the data shaped in a way that Power BI likes.

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Business Problems and Business Solutions

Published 2023-08-04 by Kevin Feasel

Kurt Buhler tells a story:

Bink the Data Goblin is a Data Analyst who supports her department by making, maintaining and helping others with Power BI solutions. Bink is quite proficient at Power BI, and is recognized in her user community as a go-to person for answers to Power BI questions. Recently, Bink was promoted to a position in their Center of Excellence to help her department make the most of Power BI.

One day, Bink receives a message on Teams from Bonk the Business Goblin. Bonk is an Analyst who works in Finance and is typically responsible for the reporting on behalf of the Finance team. Bonk asks…

I think some of this is a little idealized (or I’m a bit cynical) but it’s a good reminder that the technical domain is important but not the only thing to think about.

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Range-Based Groupings in Power BI

Published 2023-08-04 by Kevin Feasel

Gilbert Quevauvilliers pulls back the curtain:

I was once again working with the grouping feature in Power BI Desktop.

This time I had a lot of values that I wanted to put into multiple groups. I also did not want to select the individual values (I have previously shown this in my blog post Creating a group with all values (Even if not in the data) in Power BI)

It is amazing that sometimes it takes me a while to fully understand how to use some features in Power BI and today was one of those days!

Click through to see what Gilbert learned and how you can use that information to group by ranges instead of individual values.

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Creating a Power BI VNet Data Gateway

Published 2023-08-02 by Kevin Feasel

Meagan Longoria rolls up her sleeves:

If you are using Power BI to connect to a PaaS resource on a virtual network in Azure (including private endpoints), you need a data gateway. While you can use an on-premises data gateway (the type of Power BI gateway we have had for years), there is an offering called a virtual network data gateway that is currently in preview.

The VNet data gateway securely communicates with the data source, executes queries, and transmits results back to the service, just like the on-premises data gateway. But it doesn’t require us to provision a virtual machine in the same network (or a peered network) of our Azure data source.

Read on to see some important caveats, as well as a step-by-step guide.

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Decoding URIs in Power Query

Published 2023-08-02 by Kevin Feasel

Imke Feldmann decodes a URI:

When working with cloud data sources you might encounter links where spaces show up as “%20” instead for example. This is called URI escaping or encoding. In Power Query there is a native function that does this kind of encoding: Uri.EscapeDataString – PowerQuery M | Microsoft Learn
However, a native function that does just the opposite is missing. Fortunately, this can be achieved with a custom function that I have found in the Power BI forum:

Click through for that function.

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Comparing Non-Standard Time Periods in Power BI

Published 2023-08-01 by Kevin Feasel

Marco Russo and Alberto Ferrari are back in school:

A requirement to apply the following technique is that every day can belong to a term or not, but there are no overlaps between terms. Indeed, if we had overlapping periods, we should create a different solution based on the Comparing different time periods pattern. In the case of school terms, we consider the case of three terms per year, where the first term starts in September of one year, and the last term ends in July of the following year. Therefore, the academic year is identified by two consecutive numbers, such as 2016-2017 (often shortened to 2016-17).

The business requirement is to compare one term with the previous term (within the same academic year or the previous one when we compare the first term of a year) and one term with the same term in the previous year. The goal is to obtain a result similar to the following one.

This turns out to be a little bit of a challenge, though Marco and Alberto have the solution for us.

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Tracking Power BI Import Throughput Variance

Published 2023-07-31 by Kevin Feasel

Chris Webb continues a series on using Log Analytics with Power BI:

In the second post in this series I discussed a KQL query that can be used to analyse Power BI refresh throughput at the partition level. However, if you remember back to the first post in this series, it’s actually possible to get much more detailed information on throughput by looking at the ProgressReportCurrent event, which fires once for every 10000 rows read during partition refresh.

Here’s yet another mammoth KQL query that you can use to analyse the ProgressReportCurrent event data:

Click through for the KQL query, an explanation of how it works, and some practical examples.

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Near-Real Time Reports with Power BI and KQL

Published 2023-07-28 by Kevin Feasel

Dany Hoter can’t wait:

Real time and near real time are subjective terms.

For some businesses, real time is up to 1 ms latency and for other cases 10 minutes latency is considered close to real time.

Lately I encountered a few cases in which Page refresh in PBI was used on a dataset using Direct Query against Kusto/ADX/RTA.

In this article I’ll cover a few best practices to ensure that such an implementation will be successful and conserve on resources.

I’m a bit of a stickler for the term “real-time” so I appreciate Dany’s preface here. The way I learned real-time versus online (versus batch) is, online is when you expect a result quickly but real-time is something you’d put in a fighter plane. And it turns out that, when you explain what the bill will look like, very few companies have the need for true real-time results.

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Testing Multi-User PBI Row-Level Security in Excel

Published 2023-07-27 by Kevin Feasel

Gilbert Quevauvilliers performs a test:

I have been doing a fair amount of work on Row Level Security (RLS) where the requirements were quite complex to implement.

Once I had completed the implementation of RLS there were two outstanding items I needed to test.

  1. Make sure that the users are only viewing the data they should see.
  2. Ensure that the performance of a selected user is still as fast as possible.

I would like to mention that this certainly can be done using DAX studio to get the query performance stats, I wanted to test this using Excel.

Gilbert had to do a fair amount here, but there’s a nice walkthrough indicating how to do it all.

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