Concepedia

Interactive Data Wrangling

Interactive Data Wrangling is a data wrangling paradigm that enables real-time, user-driven manipulation and transformation of data through immediate feedback and iterative exploration, distinguishing itself from batch or automated approaches by emphasizing human-in-the-loop interaction during the data preparation process.

15

Publications

1.6K

Citations

43

Authors

34

Institutions

Publications per year

2017–2026

7

Parents

Publications

15

Wrangler

Sean Kandel, Andreas Paepcke, Joseph M. Hellerstein et al. · 2011 · 578 citations

, , +16

Research directions in data wrangling: Visualizations and transformations for usable and credible data

Sean Kandel, Jeffrey Heer, Catherine Plaisant et al. · Information Visualization · 2011 · 331 citations · Full text

, , +13

Wrangler

Neeraja J. Yadwadkar, Ganesh Ananthanarayanan, Randy H. Katz · 2014 · 118 citations

, , +16

Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Ian Drosos, Titus Barik, Philip J. Guo et al. · 2020 · 111 citations · Full text

, , +15

Proactive wrangling

Philip J. Guo, Sean Kandel, Joseph M. Hellerstein et al. · 2011 · 109 citations

, , +14

1–5 of 15

Authors

43

  1. SK
    Sean Kandel

    Stanford University, United States

    3 publications · 1K citations

    3

    h-index

  2. JH
    Jeffrey Heer

    University of Washington, United States

    3 publications · 1K citations

    3

    h-index

  3. JM
    Joseph M. Hellerstein

    University of California, Berkeley, United States

    2 publications · 687 citations

    2

    h-index

  4. SG
    Sumit Gulwani

    Microsoft (United States), United States

    2 publications · 149 citations

    2

    h-index

  5. PJ
    Philip J. Guo

    University of California San Diego, United States

    2 publications · 220 citations

    2

    h-index

1–5 of 43

Institutions

34

  1. Microsoft (United States)

    Redmond, United States

    4 h-index

    7 publications

    1.1K citations

  2. University of California, Berkeley

    Berkeley, United States

    3 h-index

    4 publications

    923 citations

  3. Stanford University

    Stanford, United States

    3 h-index

    8 publications

    2.7K citations

  4. University of Oxford

    Oxford, United Kingdom

    1 h-index

    1 publications

    18 citations

  5. Charles University

    Prague, Czechia

    1 h-index

    1 publications

    18 citations

  6. Amazon (United Kingdom)

    London, United Kingdom

    1 h-index

    1 publications

    18 citations

  7. Institute for Cognitive Science Studies

    Tehran, Iran

    1 h-index

    2 publications

    48 citations

  8. University of Glasgow

    Glasgow, United Kingdom

    1 h-index

    1 publications

    82 citations

1–8 of 34

Venues

  1. Information Visualization

    1 publications · 331 citations

    1

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 1 publications · 24 citations

    1

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 18 citations

    1

    h-index

  4. Journal of Statistics Education

    JSE · 1 publications · 26 citations

    1

    h-index

  5. Journal of Coastal Conservation

    1 publications · 10 citations

    1

    h-index

1–5