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How to Manage Change Requests

Bridging the Gap

A change request could be related to the business requirements, the stakeholder requirements, the functional requirements , the data requirements. With this information in hand, I often will document in a change request form, so you can see all of it together. Any aspect of the project.

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A Guide to Building Better Data Products

Juice Analytics

There are many paths to consider: Visual representations that reveal patterns in the data and make it more human readable. Predictive models to take descriptive data and attempt to tell the future. Bake your knowledge of the problem and the data into a problem-solving application. Reporting — To track usage of the data product.

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How can we do no harm with data? A conversation with the authors of the Do No Harm Guide

Tableau

Applying a DEI lens to how we analyze, visualize, and communicate data requires empathizing with both the communities whose data we are visualizing as well as the readers and target audiences for our work. Jonathan became interested in data viz in 2012 while working as an economist at the Congressional Budget Office.

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Getting Data Product Requirements Right

Juice Analytics

While customers can describe a billing workflow or a mobile app feature, explaining how data should be used is less clear. Merely documenting a wish list of reports, fields and filters is a recipe for low adoption and canceled subscriptions. In each case we developed a data application based on industry best practices.

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Keys to Data Fluency: Shared Understanding

Juice Analytics

Create a shared document where you define: 1) how your key data/metrics are calculated; 2) where this data comes from; 3) how this data might be improved. Link to it when you present data in a dashboard, report, or data story.

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BI Implementation Insights: Clear and Easy Starting Points

Sisense

Complete a planning document covering: An outline. Data update frequency. Data requirements. Combining tangential or parallel data points to your datasets can yield correlations that answer questions you hadn’t even thought to ask and present meaningful insights you might otherwise have missed.

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EDI Mapping and Translation: Key to Seamless Integration

Astera

The digital era has ushered in a massive heap of data, presenting businesses with the opportunity to exchange information with their partners and stakeholders more effectively. According to an IDC study , the volume of digital data generated worldwide is projected to reach a staggering 175 zettabytes by 2025.