Taggle: Scalable Visualization of Tabular Data through Aggregation
Par un écrivain mystérieux
Last updated 26 juillet 2024
![Taggle: Scalable Visualization of Tabular Data through Aggregation](https://vdl.sci.utah.edu/assets/images/publications/2019_ivi_taggle_teaser.png)
Most tabular data visualization techniques focus on overviews, yet many practical analysis tasks are concerned with investigating individual items of interest. At the same time, relating an item to the rest of a potentially large table is important. In this work we present Taggle, a tabular visualization technique for exploring and presenting large and complex tables. Taggle takes an item-centric, spreadsheet-like approach, visualizing each row in the source data individually using visual encodings for the cells. At the same time, Taggle introduces data-driven aggregation of data subsets. The aggregation strategy is complemented by interaction methods tailored to answer specific analysis questions, such as sorting based on multiple columns and rich data selection and filtering capabilities. We demonstrate Taggle using a case study conducted by a domain expert on complex genomics data analysis for the purpose of drug discovery.
![Taggle: Scalable Visualization of Tabular Data through Aggregation](https://d3i71xaburhd42.cloudfront.net/fdc4c6a4d53b3928bc985e9360d19bc90226784c/6-Figure2-1.png)
PDF] Taggle: Combining overview and details in tabular data
![Taggle: Scalable Visualization of Tabular Data through Aggregation](https://ars.els-cdn.com/content/image/1-s2.0-S2468502X18300561-gr1.jpg)
A comprehensive review of tools for exploratory analysis of
![Taggle: Scalable Visualization of Tabular Data through Aggregation](https://www.datavisyn.io/wp-content/uploads/2023/06/2022_preprint_moldsonics_large-300x150.png)
Research – datavisyn
![Taggle: Scalable Visualization of Tabular Data through Aggregation](https://www.researchgate.net/publication/224285690/figure/fig3/AS:302755840315395@1449194025557/The-overview-of-a-single-cluster-rendered-at-two-different-zoom-levels-The-plots.png)
The overview of a single cluster rendered at two different zoom
The Taggle interface consisting of a table view (a) and a data
![Taggle: Scalable Visualization of Tabular Data through Aggregation](https://www.researchgate.net/publication/225056932/figure/fig5/AS:202827117928456@1425369161381/Aggregation-and-correlation-Aggregation-of-rows-and-columns-can-be-used-to-find.png)
Aggregation and correlation. Aggregation of rows and columns can
![Taggle: Scalable Visualization of Tabular Data through Aggregation](https://csdl-images.ieeecomputer.org/trans/tg/2023/02/figures/dhano.t2-3119212.gif)
Fuzzy Spreadsheet: Understanding and Exploring Uncertainties in
![Taggle: Scalable Visualization of Tabular Data through Aggregation](https://i1.rgstatic.net/publication/327792013_SMARTexplore_Simplifying_High-Dimensional_Data_Analysis_through_a_Table-Based_Visual_Analytics_Approach/links/5ba4b5b445851574f7db2c78/largepreview.png)
PDF) SMARTexplore: Simplifying High-Dimensional Data Analysis
Caleydo Project
![Taggle: Scalable Visualization of Tabular Data through Aggregation](https://i.ytimg.com/vi/0tFayr3prDY/maxresdefault.jpg)
ConTour: Data-Driven Exploration of Multi-Relational Datasets for
![Taggle: Scalable Visualization of Tabular Data through Aggregation](https://www.researchgate.net/publication/224285690/figure/fig2/AS:302755840315394@1449194025497/A-screenshot-of-the-entire-system-showing-overview-left-detail-view-right-and-the.png)
A screenshot of the entire system showing overview (left), detail
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