English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Tools annual

Global: Zendy Free Plan

Global: Zendy Tools monthly

Global: Zendy Plus monthly

The original research question here is given by marketers in general, i.e.,how to explain the changes in the desired timescale of the market. TangledString, a sequence visualization tool based on the metaphor where contexts in asequence are compared to tangled pills in a string, is here extended anddiverted to detecting stocks that trigger changes in the market and toexplaining the scenario of contextual shifts in the market. Here, thesequential data on the stocks of top 10 weekly increase rates in the FirstSection of the Tokyo Stock Exchange for 12 years are visualized by TangledString. The changing in the prices of stocks is a mixture of various timescalesand can be explained in the time-scale set as desired by using TS. Also, it isfound that the change points found by TS coincided by high precision with thereal changes in each stock price. As TS has been created from the data-driveninnovation platform called Innovators Marketplace on Data Jackets and isextended to satisfy data users, this paper is as evidence of the contributionof the market of data to data-driven innovations.

Tangled String for Multi-Scale Explanation of Contextual Shifts in Stock Market