Research directions in data wrangling: Visualizations and transformations for usable and credible data
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 …
amount of time diagnosing data quality issues and manipulating data into a usable form …
Data visualization in sociology
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 …
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 …
continues to serve as a core component of sociological research, researchers are …
[KNIHA][B] Visual analytics: Definition, process, and challenges
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 …
daily basis. In the last decade, the steady improvement of data storage devices and means …
imMens: Real‐time Visual Querying of Big Data
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 …
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 …
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 …
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 …
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
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 …
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
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 …
remain about the best uses for and the maturity of novel visualizations. Usability studies and …