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

S Kandel, J Heer, C Plaisant, J Kennedy… - Information …, 2011 - journals.sagepub.com
In spite of advances in technologies for working with data, analysts still spend an inordinate
amount of time diagnosing data quality issues and manipulating data into a usable form …

Data visualization in sociology

K Healy, J Moody - Annual review of sociology, 2014 - annualreviews.org
Visualizing data is central to social scientific work. Despite a promising early beginning,
sociology has lagged in the use of visual tools. We review the history and current state of …

[KNIHA][B] Complex surveys: a guide to analysis using R

T Lumley - 2011 - books.google.com
A complete guide to carrying out complex survey analysis using R As survey analysis
continues to serve as a core component of sociological research, researchers are …

[KNIHA][B] Visual analytics: Definition, process, and challenges

D Keim, G Andrienko, JD Fekete, C Görg… - 2008 - Springer
We are living in a world which faces a rapidly increasing amount of data to be dealt with on a
daily basis. In the last decade, the steady improvement of data storage devices and means …

imMens: Real‐time Visual Querying of Big Data

Z Liu, B Jiang, J Heer - Computer graphics forum, 2013 - Wiley Online Library
Data analysts must make sense of increasingly large data sets, sometimes with billions or
more records. We present methods for interactive visualization of big data, following the …

[KNIHA][B] Exploratory data analysis with MATLAB

WL Martinez, AR Martinez, J Solka - 2017 - api.taylorfrancis.com
Praise for the Second Edition:" The authors present an intuitive and easy-to-read book.…
accompanied by many examples, proposed exercises, good references, and …

Profiler: Integrated statistical analysis and visualization for data quality assessment

S Kandel, R Parikh, A Paepcke, JM Hellerstein… - Proceedings of the …, 2012 - dl.acm.org
Data quality issues such as missing, erroneous, extreme and duplicate values undermine
analysis and are time-consuming to find and fix. Automated methods can help identify …

Fitting regression models to survey data

T Lumley, A Scott - Statistical Science, 2017 - JSTOR
Data from complex surveys are being used increasingly to build the same sort of explanatory
and predictive models used in the rest of statistics. Although the assumptions underlying …

[KNIHA][B] Interactive and dynamic graphics for data analysis: with R and GGobi

D Cook, DF Swayne, A Buja - 2007 - Springer
This book is about using interactive and dynamic plots on a computer screen as part of data
exploration and modeling, both alone and as a partner with static graphics and non …

Promoting insight-based evaluation of visualizations: From contest to benchmark repository

C Plaisant, JD Fekete… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
Information visualization (InfoVis) is now an accepted and growing field, but questions
remain about the best uses for and the maturity of novel visualizations. Usability studies and …