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231225s2018 xx |||||o 00| ||eng c |
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|a 10.1109/TVCG.2018.2865040
|2 doi
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|a DE-627
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|e rakwb
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|a eng
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| 100 |
1 |
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|a Alspaugh, Sara
|e verfasserin
|4 aut
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| 245 |
1 |
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|a Futzing and Moseying
|b Interviews with Professional Data Analysts on Exploration Practices
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| 264 |
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|c 2018
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|a Text
|b txt
|2 rdacontent
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|a ƒaComputermedien
|b c
|2 rdamedia
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| 338 |
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|a ƒa Online-Ressource
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|2 rdacarrier
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|a Date Revised 27.02.2024
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|a published: Print-Electronic
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|a Citation Status Publisher
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|a We report the results of interviewing thirty professional data analysts working in a range of industrial, academic, and regulatory environments. This study focuses on participants' descriptions of exploratory activities and tool usage in these activities. Highlights of the findings include: distinctions between exploration as a precursor to more directed analysis versus truly open-ended exploration; confirmation that some analysts see "finding something interesting" as a valid goal of data exploration while others explicitly disavow this goal; conflicting views about the role of intelligent tools in data exploration; and pervasive use of visualization for exploration, but with only a subset using direct manipulation interfaces. These findings provide guidelines for future tool development, as well as a better understanding of the meaning of the term "data exploration" based on the words of practitioners "in the wild."
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|a Journal Article
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|a Zokaei, Nava
|e verfasserin
|4 aut
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| 700 |
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|a Liu, Andrea
|e verfasserin
|4 aut
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| 700 |
1 |
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|a Jin, Cindy
|e verfasserin
|4 aut
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| 700 |
1 |
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|a Hearst, Marti A
|e verfasserin
|4 aut
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| 773 |
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|i Enthalten in
|t IEEE transactions on visualization and computer graphics
|d 1996
|g (2018) vom: 20. Aug.
|w (DE-627)NLM098269445
|x 1941-0506
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| 773 |
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|g year:2018
|g day:20
|g month:08
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|u http://dx.doi.org/10.1109/TVCG.2018.2865040
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