R: how to visualize categorical data?

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R: How to visualize change in binary/categorical data over time

>dput(data) structure(list(ID = c(1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3), Dx = c(1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 1, 1, 1, 1, 1), Month = c(0, 6, 12, 18, 24, 0, 6, 12, 18, 24, 0, 6, 12, 18, 24), score = c(0, 0, 0, 1, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0)), .Names = c("ID", "Dx", "Month", "score"), row.names = c(NA, -15L), class = "data.frame") >data ID Dx Month score 1 1 1 0 0 2 1 1 6 0 3 1 1 12 0 4 1 1 18 1 5 1 1 24 1 6 2 1 0 1 7 2 1 6 1...

Answer:

Note: A lot of the following data manipulation needs to be done for part 2. Part 1 is less complex,...

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Other solutions

Is there any documented research on how people visualize data mentally?

When I think of a date I visualize that day as a dot on a circle. I'm interested in finding out how other people visualize data and wondering about any research done in that field.

Answer:

A classic book that addresses perceptual thinking quite thoroughly: @ Visual Thinking: Rudolf Arnheim...

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Erik Jacobsen at Quora Mark as irrelevant Undo

How do Data Scientists visualize two labeled classes of text datasets on a graph?

Assume I have a thousand sentences that have been hand labeled "Group A" or "Group B". How could I plot this dataset on a graph to better visualize the features that distinguish the two classes, and hopefully predict in which class...

Answer:

This is an important problem, with a lot of work done on it already.  The t-SNE algorithm (t-distributed...

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Douglas Zare at Quora Mark as irrelevant Undo

How available is Palantir's technology to the average user who wants to analyze and visualize a bunch of disparate data?

This is a follow-up question to Do you think more money will be made by working at Palantir or by applying the technology developed by Palantir?. Because there is a bunch of data out there from various sources, and I would love an effective visualization...

Answer:

There is a publicly available version of Palantir Finance called Joyride (https://joyride.pfinance.com...

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Eugene Marinelli at Quora Mark as irrelevant Undo

What out-of-core dimension reduction algorithms, available in python, should I use to help visualize big data?

My Challenge: to process Cluster Million of documents in unsupervised algorithm. And visualize them . Entering each cluster , I want to Visualize Centroids and documents.     My Weapons: scikit-learn , and d3 for HTML5 visualization, and I use HashingVectorizer...

Answer:

Would any (not "out of core" implemented) techniques help? (I'm interested in it myself)

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Dan Ofer at Quora Mark as irrelevant Undo

What are some tools data scientist can use to visualize data during the process of data analysis?

Note: I'm interested in the tools one can use to quickly analyse data during the process of analysis (not after it, when proper presentation is required).

Answer:

Weka Data Mining with Open Source Machine Learning Software in Java has got facility to visualize the...

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Muktabh Mayank at Quora Mark as irrelevant Undo

How can one visualize data points in N dimensional space?

I have problems visualizing data points with more than 3 dimensions. I am just wondering how machine learning and data mining experts visualize data points in hyper dimensional space and solve complex problems with ease?

Answer:

I am no expert but perhaps you could try using PCA to visualize the...

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Anonymous at Quora Mark as irrelevant Undo

What software can be used to visualize associated data?

I'm looking for an app (preferably a OS X app) or some computational way that would help me visualize some basic associated data. Basically, I have three columns of data that have many to many relationships, and when one is selected I'd like to show...

Answer:

This is simply a network graph. Perhaps overkill, but you could do it with Gephi, an open source graph...

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James Lytle at Quora Mark as irrelevant Undo

What is the largest scale of network data that people can visualize at current stage?

I know that visualizing a network with about 1000 nodes is quite easy using softwares such as Gephi or igraph. I also know that there is an upper limit of number of nodes that people would no longer see the nodes and connections clearly. What is this...

Answer:

A typical screen contains around  a million pixels, so, unless you do cool zooming tricks like The Internet...

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Alex Teytelboym at Quora Mark as irrelevant Undo

What tools exist to visualize data in Microsoft Excel?

What programs and/or tools are best to try and visualize large amounts of data in Microsoft Excel?

Answer:

Whenever you're dealing with large amounts of data, Excel will have its limits. You may have heard of...

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Ralph Ward at Quora Mark as irrelevant Undo

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