Introduction to Statistics and Data Visualisation

2022 ◽  
pp. 1-30
Author(s):  
Yuri A. W. Shardt
Keyword(s):  
Data Visualisation

scholarly journals DESIGNING A DATA VISUALISATION AND ANALYSIS TOOL FOR SUPPORTING DECISION-MAKING WITH PUBLIC TRANSPORTATION NETWORK

2021 ◽  
Vol 1 ◽  
pp. 1093-1102
Author(s):  
Flore Vallet ◽  
Mostepha Khouadjia ◽  
Ahmed Amrani ◽  
Juliette Pouzet
Keyword(s):  
Decision Making ◽  
Public Transportation ◽  
Transportation Network ◽  
Visual Exploration ◽  
Problem Solution ◽  
Analysis Tool ◽  
Complex Data ◽  
Data Visualisation ◽  
Ex Post ◽  
Passenger Flows

AbstractMassive data are surrounding us in our daily lives. Urban mobility generates a very high number of complex data reflecting the mobility of people, vehicles and objects. Transport operators are primary users who strive to discover the meaning of phenomena behind traffic data, aiming at regulation and transport planning. This paper tackles the question "How to design a supportive tool for visual exploration of digital mobility data to help a transport analyst in decision making?” The objective is to support an analyst to conduct an ex post analysis of train circulation and passenger flows, notably in disrupted situations. We propose a problem-solution process combined with data visualisation. It relies on the observation of operational agents, creativity sessions and the development of user scenarios. The process is illustrated for a case study on one of the commuter line of the Paris metropolitan area. Results encompass three different layers and multiple interlinked views to explore spatial patterns, spatio-temporal clusters and passenger flows. We join several transport network indicators whether are measured, forecasted, or estimated. A user scenario is developed to investigate disrupted situations in public transport.

Using Big Data to Improve Safety Performance: An Application of Process Mining to Enhance Data Visualisation

2021 ◽  
Vol 25 ◽  
pp. 100210
Author(s):  
Anastasiia Pika ◽  
Arthur H.M. ter Hofstede ◽  
Robert K. Perrons ◽  
Georg Grossmann ◽  
Markus Stumptner ◽  
...  
Keyword(s):  
Big Data ◽  
Process Mining ◽  
Safety Performance ◽  
Data Visualisation

Quantitative Data Visualisation on Virtual Globes

2021 ◽  
Author(s):  
Kadek Ananta Satriadi ◽  
Barrett Ens ◽  
Tobias Czauderna ◽  
Maxime Cordeil ◽  
Bernhard Jenny
Keyword(s):  
Quantitative Data ◽  
Data Visualisation ◽  
Virtual Globes

scholarly journals A comprehensive and user‐friendly framework for 3D‐data visualisation in invertebrates and other organisms

2019 ◽  
Vol 280 (2) ◽  
pp. 223-231 ◽  
Author(s):  
Thomas L. Semple ◽  
Rod Peakall ◽  
Nikolai J. Tatarnic
Keyword(s):  
Data Visualisation ◽  
3D Data ◽  
User Friendly

scholarly journals CoBold: a method for identifying different functional classes of transient RNA structure features that can impact RNA structure formation in vivo

2020 ◽  
Author(s):  
Adrián López Martín ◽  
Mohamed Mounir ◽  
Irmtraud M Meyer
Keyword(s):  
Structure Formation ◽  
Rna Structure ◽  
Rna Secondary Structure ◽  
Computational Method ◽  
Data Visualisation ◽  
Multiple Sequence ◽  
Functional Roles ◽  
Functional Classes ◽  
The Given

Abstract RNA structure formation in vivo happens co-transcriptionally while the transcript is being made. The corresponding co-transcriptional folding pathway typically involves transient RNA structure features that are not part of the final, functional RNA structure. These transient features can play important functional roles of their own and also influence the formation of the final RNA structure in vivo. We here present CoBold, a computational method for identifying different functional classes of transient RNA structure features that can either aid or hinder the formation of a known reference RNA structure. Our method takes as input either a single RNA or a corresponding multiple-sequence alignment as well as a known reference RNA secondary structure and identifies different classes of transient RNA structure features that could aid or prevent the formation of the given RNA structure. We make CoBold available via a web-server which includes dedicated data visualisation.

Real-time data visualisation on the adaptive city platform

2021 ◽  
Author(s):  
Justas Brazauskas ◽  
Rohit Verma ◽  
Vadim Safronov ◽  
Matthew Danish ◽  
Ian Lewis ◽  
...  
Keyword(s):  
Real Time ◽  
Data Visualisation ◽  
Time Data ◽  
Real Time Data

Big Data Visualisation and Visual Analytics for Music Data Mining

2018 ◽  
Author(s):  
Katrina E. Barkwell ◽  
Alfredo Cuzzocrea ◽  
Carson K. Leung ◽  
Ashley A. Ocran ◽  
Jennifer M. Sanderson ◽  
...  
Keyword(s):  
Data Mining ◽  
Big Data ◽  
Visual Analytics ◽  
Data Visualisation ◽  
Music Data Mining
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