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Hi, I'm a newbie to data visualization. I'm interested in understanding how to go about making a visualization from a dataset. For example, I have a dataset that contains the first billion digits of the value of pi.

I want to make a simple chart (type is undecided as of this writing) of the frequency of numbers for the first 100 digits, 1000 digits 10000 digits and so on. And finally, a simple chart that spans the entire dataset. I'm planning to learn processing nad use the same for this beginner project.

Your inputs and suggestions are most welcome. Thanks in advance. Kaizer.

This question is marked "community wiki".

asked Jul 09 '10 at 02:05

Kaizer%20Billimoria's gravatar image

Kaizer Billimoria
66259


4 Answers:

You might want to check out flowingdata.com. Nathan Yau posts quite frequently about all aspects of visualization. There also is a whole bunch of mini tutorials and surveys, like 9 ways to visualize proportions, 11 ways to visualize changes over time and graphical perception fundamentals. In case you are interested in a paper on when to use which graphical representation, the last link might be of interest for you.

Cheers, Gecko

This answer is marked "community wiki".

answered Jul 09 '10 at 08:47

Gecko's gravatar image

Gecko
112

Hey Thanks!! I love this site!

(Jul 09 '10 at 12:49) Kaizer Billimoria

Take a look at this book chapter from Search User Interfaces (Marti Hearst '09). It thoroughly explains what kinds of visualizations are good for different kinds of data, and contains tons of pointers to more in-depth stuff for the interested.

This answer is marked "community wiki".

answered Jul 09 '10 at 03:34

aditi's gravatar image

aditi
85072033

Thanks a lot aditi. This link looks promising...

(Jul 09 '10 at 03:42) Kaizer Billimoria

Hi,

I'm not that experienced with this but here's my workflow.

Step 0: Get into the groove and enhance skills

  • http://flowingdata.com/
  • http://datavisualization.ch/
  • http://eagereyes.org/
  • http://www.informationisbeautiful.net/
  • http://www.excelcharts.com/blog/
  • http://junkcharts.typepad.com/junk_charts/
  • http://www.perceptualedge.com/blog/
  • http://www.visualcomplexity.com/vc/
  • http://addictedtor.free.fr/graphiques/

... and more

Step 2: Explore the dataset

  • Tools like R with GGplot2 (http://had.co.nz/ggplot2/)
  • Excel. Preprocessing in languages like python, java, lua etc.

Step 3: Figure out what kind of story you want to tell

  • How are you going to explain this ... maybe you need more than one visualization to be clear.

Step 4: Go hunting some more for appropriate ways to visualize

  • Sometimes just drawing something using tools like http://www.inkscape.org/ might work.
  • Other times specialized tools like http://mkweb.bcgsc.ca/circos/
  • And sometimes a simple graph in excel.

Since you're visualizing frequency of digits, looking into comparison with other distributions might be worthwhile.

Step 5: Preprocess the data

You might need to do some scripting or transformations on your data.

Step 6: Visualize*

Hope this helps.

This answer is marked "community wiki".

answered Jul 13 '10 at 05:00

Tov%20Are%20Jacobsen's gravatar image

Tov Are Jacobsen
16126

Thanks! Appreciate it!

(Jul 13 '10 at 05:09) Kaizer Billimoria

I notice that Tov Are Jacobson has a (potentially) big list of info. Can you, Sir, create a "sticky" forum note or some such and share it with others too? Its a suggestion...

(Jul 13 '10 at 05:16) Kaizer Billimoria

I'll be happy to. How do I do that, or could you?

(Jul 13 '10 at 05:44) Tov Are Jacobsen

I guess you just create a new "question" and paste it? Alternatively, i'd be happy to help. If you could send me the entire list, I'd be glad to host it on google docs and provide a link to the same.

(Jul 13 '10 at 06:02) Kaizer Billimoria

Your title "What is typical workflow for visualization projects" fits the bill for an exhaustive list. You could edit your question with the information contained in all the answers you get.

(Jul 13 '10 at 06:10) Tov Are Jacobsen

You can browse through this article on the ACM Queue that shows a very large amount of professional interactive visualizations.

This answer is marked "community wiki".

answered Jul 09 '10 at 18:30

Phillip%20Mah's gravatar image

Phillip Mah
46139

Thanks! This is helpful!

(Jul 13 '10 at 05:09) Kaizer Billimoria
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