Advantages of context filter in tableau

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The context filter is not frequently changed by the user — if the filter is changed the database must recomputed and rewrite the temporary table, slowing performance. When you set a dimension to context, Tableau crates a temporary table that will require a reload each time the view is initiated.

For Excel, Access and text data sources, the temporary table created is in an Access table format. For multidimensional data source, or cubes, temporary tables are not crated, and context filters only defined which filters are independent and dependent. Connect to us. Similar Questions. Hot Network Questions. Your comment on this post: Email me at this address if a comment is added after mine: Email me if a comment is added after mine Privacy: Your email address will only be used for sending these notifications.

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Tableau - Context Filters

Your comment on this answer: Email me at this address if a comment is added after mine: Email me if a comment is added after mine Privacy: Your email address will only be used for sending these notifications. Your answer. Privacy: Your email address will only be used for sending these notifications. Can we use parameters in filters in Tableau? Differentiate between parameters and filters in Tableau. What is Dimensions and Facts in context of Tableau?

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Email me at this address if my answer is selected or commented on: Email me if my answer is selected or commented on.When covering the fundamentals of Tableau Desktop, one concept that jumped right out at me was context filters. I have spent only a little time with Tableau but would have already benefited a lot from understanding this earlier.

This order means that when we have one or more context filters in a view any other filters used in that same view are applied only to rows which make it through the context filter. Continuous filters cannot be used as context filters. In the below example, using the US-Superstore data, a view is set up showing the 10 least profitable products in a dynamic set coloured blue.

Notice that both region and category filters are context filters. If either category or region filters are removed from context, the dynamic filter fails to return the top 10 least profitable products. In the below screen shot only 6 products are highlighted, this is because the category filter is filtering out some of the 10 least profitable products and they are not shown in the view.

The coloured top 10 does not dynamically adjust. The view below shows top 10 products by total sales. In this case, the top 10 by sales dynamically updates to incorporate whichever products are in the current top 10, after the application of the sub-category filter.

There it is, a brief run through of context filters demonstrated by their importance in making dynamic sets. For more information on order of operations relating to sorting within filters check out this great blog post by Ellie Mason of DS Your email address will not be published.

What is a Context Filter? How do I Apply a Context Filter? The top 10 ten least profitable products update depending on which boxes are ticked in the filters on the right hand side of the view If either category or region filters are removed from context, the dynamic filter fails to return the top 10 least profitable products.

A Second Example: The view below shows top 10 products by total sales. A view showing a dynamic top 10 products by total sales 2. Regardless of the fact the selected sub-categories in the filter has changed, a current top 10 products is still displayed. Submit a Comment Cancel reply Your email address will not be published. Search Search for:.By default, all filters that you set in Tableau are computed independently. That is, each filter accesses all rows in your data source without regard to other filters.

However, you can set one or more categorical filters as context filters for the view. You can think of a context filter as being an independent filter. Any other filters that you set are defined as dependent filters because they process only the data that passes through the context filter.

advantages of context filter in tableau

Improve performance — If you set a lot of filters or have a large data source, the queries can be slow. You can set one or more context filters to improve performance. Create a dependent numerical or top N filter — You can set a context filter to include only the data of interest, and then set a numerical or a top N filter.

Your task is to find the top 10 breakfast products by profitability for all stores. If the data source is very large, you can set a context filter to include only breakfast products. Then you can create a top 10 filter by profit as a dependent filter, which would process only the data that passes through the context filter. Note : As of Tableau 9. To create a context filter, select Add to Context from the context menu of an existing categorical filter.

The context is computed once to generate the view. All other filters are then computed relative to the context. Context filters:. As shown below, the Ship Mode dimension is set to be the context for a view. The Region filter is computed using only the data that passes through Ship Mode.

Removing the field from the Filters shelf — If other context filters remain on the shelf, a new context is computed. Selecting Remove from Context — The filter remains on the shelf as a standard filter. If other context filters remain on the shelf, a new context is computed. To improve performance of context filters, especially on large data sources, follow these general rules.

Using a single context filter that significantly reduces the size of the data set is much better than applying many context filters. In fact, if a filter does not reduce the size of the data set by one-tenth or more, it is actually worse to add it to the context because of the performance cost of computing the context.

Complete all of your data modeling before creating a context. Changes in the data model, such as converting dimensions to measures, require recomputing the context. Set the necessary filters for the context and create the context before adding fields to other shelves. Doing this work first makes the queries that are run when you drop fields on other shelves much faster. If you want to set a context filter on a date you can use a continuous date. However, using date bins like YEAR date or context filters on discrete dates are very effective.

Context filters can adversely affect any query performance improvements when you use the Assume Referential Integrity option in the Data menu of the data source. For more information, see Assuming Referential Integrity for Joins. This example walks you through how to create a context filter. Use the Sample - Superstore data source to create the initial view shown below.

The view shows the sales for all sub-categories, sorted with the highest sale at the top. Now create a Top 10 filter to just show the top selling products.

You can create this filter by dragging the Sub-Category field to the Filters shelf.Tableau Context Filter is a special type of filter that controls the data for the other filters. Whereas the normal filters are generally processed all the data rows from data source independent of the associated filters.

Tableau creates a temporary table to process the context filter data that is the reason the context filters in Tableau are also known as dependent filters. The context filter is used to improve the processing performance. It is a recommended filter condition in Tableau for large datasets for creating visualizations. The Tableau Context filter should include in the visualization design before adding other filters for optimizing performance.

Step 1: Using the SuperstoreSample data set, create an initial view showing the sub-category sales, which is sorted in the descending order of the sales as shown below:.

Tableau Context Filter

Step 2: Now show the products which are top-selling by creating a top 10 filter:. Context filters are used to improve your query performance. Context filters reduce the size of your data sets to one-tenth or even more.

The selection of the number of context filters is also very crucial for the performance. Selecting the type of joins is also important for performance improvement.

This is a guide to Tableau Context Filter. Here we discuss how to create and remove context filters, examples and advantages of context filters. You may also look at the following articles to learn more —. This website or its third-party tools use cookies, which are necessary to its functioning and required to achieve the purposes illustrated in the cookie policy. By closing this banner, scrolling this page, clicking a link or continuing to browse otherwise, you agree to our Privacy Policy.

Forgot Password? Call Our Course Advisors. Tableau Context Filter. Popular Course in this category. Course Price View Course.That's a massive number to use as a filter, but if we added a context filter for only year old males, then Tableau will create a new context TEMP table. In addition to the sysName. They both give the user the ability to see data and information in more detail—although they do so in different fashions.

That's why there is always some manual effort required when the user. While it's a usual thing for a QlikView dashboard to have 10 listboxes, having 10 quick filters analogue of listbox on Tableau dashboard will most probably make it completely cluttered and barely usable.

advantages of context filter in tableau

Changes in the data model, such as converting dimensions to measures, require recomputing the context. It is also fast. Registers which server-cluster is serving the visitor. When there are fewer restrictions on travel, then there are more opportunities to spread diseases around the world. When a filter is set as context one, the software creates a temporary table for. It only contains one process node "Process 0" that generalizes the function of the entire system in relationship to external entities.

As a consequence of this, I don't explain everything there's to know about the TaskKill command. The findings of The Living Planet Report are clear: our relationship with nature is broken. Disadvantages Of Online Learning. It goes above and beyond with a built-in color editor.

Keep communications in context with card comment threads and mentions, attach documents or images to cards, and share with collaborators. API Videos. Living in the countryside has a lot of advantages, but also many disadvantages. You can apply this filter using the inbuilt options for limiting the records in many ways or by creating a formula.

Angular is a platform for building mobile and desktop web applications. In other words, the Top 10 filter will be recalculated based on the results of the context filter. Build a Viola Chart in Tableau. New Horizons employs the most experienced and qualified instructors in the industry to provide students with the best possible training.

Fortunately for me, my director had Tableau build a Dashboard TWBX file for these components and is pleased with what it displays. So, opportunist that I am, I figured that I'd write a quick blog post on how to create charts like these in Tableau. The normal filters in Tableau are independent of each other. A context can be anything - a text from the coursebook, most books have quite well-versed texts to introduce language points, a biography of a famous person or recent news if we want to get more creative and address the students' interests, a listening task using the target grammar point and more.

For One Individual. The measuring step is a succeeding activity. The internet is the place where all kinds of information are present and even the communication process is possible using the internet.The normal filters in Tableau are independent of each other.

It means each of the filter reads all the rows from the source data and creates its own result. However, there may be scenarios where you might want the second filter to process only the records returned by the first filter. In such a case, the second filter is known as dependent filters because they process only the data that passes through the context filter. Context Filters serve two main purposes. You can set one or more context filters to improve the performance. Using the Sample-superstore, find the top 10 Sub-Category of products for the category called Furniture.

To achieve this objective, following are the steps. Choose the horizontal bar chart as the chart type. Drag the dimension Sub-Category again to the Filters shelf. You will get the following chart.

Tableau in Two Minutes - Using Context Filters and Improving Dashboard Performance

Choose the option by field. From the next drop-down, choose the option Top 10 by Sales Sum as shown in the following screenshot. Right-click to edit and under the general tab choose Furniture from the list. As you can see the result shows three subcategory of products. This produces the final result, which shows the subcategory of products from the category Furniture which are among the top 10 subcategories across all the products.

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advantages of context filter in tableau

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Context Filters & Tableau’s Order of Operations

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