Concepedia

Data Wrangling

Data Wrangling is a data preparation process that involves cleaning, transforming, and structuring raw data into a consistent and analyzable format for subsequent analysis within the domain of Data Analytics.

32

Publications

1.9K

Citations

89

Authors

42

Institutions

Publications per year

2017–2026

24

Variants

Data Munging

Parents

Children

Publications

32

Wrangler

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

, , +16

Data Wrangling: The Challenging Yourney from the Wild to the Lake.

Ignacio Terrizzano, Peter Schwarz, Mary T. Roth et al. · Conference on Innovative Data Systems Research · 2015 · 121 citations

, , +10

Wrangler

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

, , +16

Foofah

Zhongjun Jin, Michael R. Anderson, Michael Cafarella et al. · 2017 · 112 citations · Full text

, , +13

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

1–5 of 32

Authors

89

  1. NW
    Norman W. Paton

    University of Manchester, United Kingdom

    6 publications · 209 citations

    6

    h-index

  2. AA
    Alvaro A. A. Fernandes

    University of Manchester, United Kingdom

    5 publications · 137 citations

    5

    h-index

  3. MK
    Martin Koehler

    University of Manchester, United Kingdom

    5 publications · 137 citations

    5

    h-index

  4. GG
    Georg Gottlob

    TU Wien, Austria

    4 publications · 160 citations

    4

    h-index

  5. EW
    E. W. Abel

    University of Exeter, United Kingdom

    4 publications · 104 citations

    4

    h-index

1–5 of 89

Institutions

42

  1. University of Edinburgh

    Edinburgh, United Kingdom

    7 h-index

    10 publications

    287 citations

  2. University of Manchester

    Manchester, United Kingdom

    6 h-index

    32 publications

    874 citations

  3. University of Oxford

    Oxford, United Kingdom

    4 h-index

    8 publications

    335 citations

  4. The Alan Turing Institute

    London, United Kingdom

    3 h-index

    10 publications

    312 citations

  5. University of California, Berkeley

    Berkeley, United States

    3 h-index

    5 publications

    850 citations

  6. Microsoft (United States)

    Redmond, United States

    3 h-index

    5 publications

    493 citations

  7. Turing Institute

    Glasgow, United Kingdom

    2 h-index

    2 publications

    60 citations

  8. TU Wien

    Vienna, Austria

    2 h-index

    4 publications

    170 citations

1–8 of 42

Venues

  1. 1

    h-index

  2. Harvard Data Science Review

    1 publications · 24 citations

    1

    h-index

  3. Nature

    1 publications · 30 citations

    1

    h-index

  4. Investigación y Educación en Enfermería

    1 publications · 56 citations

    1

    h-index

  5. SN Computer Science

    1 publications · 33 citations

    1

    h-index

1–5