Three charts are all I need - مواضيع منقولة من مواقع اخرى2

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قديم 02-01-2013, 11:47 PM
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تاريخ التسجيل: Sep 2012
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افتراضي Three charts are all I need

The last few years have seen an explosion in new ways of visualizing data. There are new classes, consultants, startups, and competitions. Some of these new and more “daring” visualizations are great. Some are **t so great – many “infographics” are more like infauxgraphics.
In everyday business intelligence (the “real world”), the focus isn’t on visualizing information, it’s on solving problems, and I’ve found that upwards of 95% of problems can be addressed using one of Three visualizations:
  1. When you want to show how something has changed over time, use a line chart.
    Three charts need
  2. When you want to show how something is distributed, use a histogram.
    Three charts need
  3. When you want to display summary information, use a table.
    Three charts need
These are all relatively “safe” displays of information, and some will criticize me as resistant to change and fearful of experimentation. It’s **t fear that keeps me coming back to these charts time and time again: it’s for Three very real and practical reasons.

1. Spend your energy on selling the message, **t the medium

One of the primary points of a visualization, as opposed to dumping raw data, is to distill a message for an audience that’s less familiar with both the content and the methodology involved. People have a limited ability to ingest information in a given window of time – would you rather they focus on the story you’re trying to tell with the visualization, or the substance of the visualization itself?
Most people intuitively understand line charts and tables – you can safely put a well-constructed (with legends, labels, etc) time****** or summary table in front of most people and **t have to worry too much about whether or **t they understand the medium.
Many people are familiar with the **tion of a histogram as well, but sometimes more explanation is required. It gets a little complicated, because a histogram becomes much more powerful when you pair it with an understanding of **rmal distributions, standard deviation, etc. Still, it’s **t a hugely complex thing to tackle – you can explain the visualization and the underlying concepts to a layperson in five or ten minutes.
Almost anything more complicated than these Three takes some explanation. If it’s a really great chart, it should take less explanation and be worth it; my experience, however, is that in the vast majority of cases it’s **t worth the mental “tax” of new visualizations.

2. Your job is to solve a problem, **t make a picture

The job of the New York Times graphics department is to tell a story using graphics, and they turn out some great work in pursuit of that goal. On the other hand, the job of an analyst for a business is to solve a problem and move on to the next one.
You can spend days, weeks, or even months working on visualizations of data, but does that benefit the business most? In most cases, a simple visualization will get the job done and free you up to solve the next most pressing problem that the business has.

3. Safe doesn’t mean boring

Just because these tools are well-worn doesn’t make them boring – you can do incredibly in**vative things just with line charts and histograms.
One of my favorite charts that has been published here on Signal vs. **ise was a set of histograms comparing the time of git commits across the various people at 37signals (The rhythms of 37signals). This is **thing more than a stack of identically structured histograms, and it didn’t take a long time to make or require much explanation.
What Three charts would you take with you on a desert island?

Three charts need Three charts need
Three charts need

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