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Chart Snapshot: Fan Charts

The Data Visualisation Catalogue

A Fan Chart is a visualisation tool used in time series analysis to display forecasts and associated uncertainties. Each shaded area shows the range of possible future outcomes and represents different levels of uncertainty with the darker shades indicating higher levels of probability.

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Sustainability: Real progress but also thorny challenges ahead

CIO Business Intelligence

Here are some of the challenges left to resolve in the area of environmental sustainability: Collecting, sharing, and reporting on environmental data: For many organizations, identifying and collecting sustainability data across operations is still a challenge. So far, however, companies seem to be staying the course.

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You Can’t Regulate What You Don’t Understand

O'Reilly on Data

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. If every company had a different way of reporting its finances, it would be impossible to regulate them. There is no simple way to solve the alignment problem.

Metrics 360
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Zendesk - The Impact of COVID-19 on CX

Corinium

With the coronavirus outbreak, customer experience teams across the globe have had to rapidly adapt amid ticket spikes, customer cancellations, market volatility, and increased uncertainty. Have a look at the report here. Each week brought new challenges , and business simply wasn't business as usual. Read the Full Article.

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Complimentary Gartner Report: Improve S&OP Decision Making with Scenario Planning

But with uncertainty on the rise, they need to build more flexibility into their process to account for changing business conditions. Download this complimentary report to learn about: Gartner’s research findings on the role of scenario planning in S&OP. Traditionally, planning teams have aimed for one number, one plan.

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2021 Data/AI Salary Survey

O'Reilly on Data

There was a lot of uncertainty about stability, particularly at smaller companies: Would the company’s business model continue to be effective? However, 8% of the correspondents reported decreased compensation, and 18% reported no change. A small number of respondents (8%) reported salary decreases, and 18% reported no change.

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Only engaged service teams can deliver next-level customer loyalty in an era of uncertainty

CIO Business Intelligence

Yet the report also found that 74% of C-suite executives say that no one at their company truly owns the employee experience. They’re people — each with their own unique circumstances at home, families to support, and worries about the uncertainty that comes with a volatile global pandemic. That has to change.

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ABM Evolution: How Top Marketers Are Using Account-Based Strategies

In times of economic uncertainty, account-based strategies are essential. According to several business analysts and practitioners, ABM is a necessity for creating more predictable revenue. Research shows that nearly three-quarters of marketers (74%) already have the resources needed to build successful ABM programs.