Dmitry ParanyushkininTowards Data ScienceGenerating Ideas with Text Analysis and GPT-3How to use insights about a text’s structure to generate relevant research questions and ideas.·8 min read·Jul 20, 2021----
Dmitry ParanyushkininTowards Data ScienceHow a Text’s Network Structure Can Reveal Its Mind Viral ImmunityText network analysis can be used to analyze the structure of a discourse, which can reveal its mind-viral immunity.·8 min read·Aug 2, 2020----
Dmitry ParanyushkinWe were in more danger before Coronavirus even started…If you think that practicing “social distancing” is the right thing to do, you should have stayed at home before you even heard of it...·6 min read·Mar 16, 2020----
Dmitry ParanyushkininTowards Data ScienceStop Using Word Clouds without the ContextWord clouds don’t show the relations between the words, losing the context. Text network visualization resolves this problem.·6 min read·Nov 29, 2019--1--1
Dmitry ParanyushkininTowards Data ScienceCapture the Essence of Any Video: Visualize its Subtitles as a GraphHow to use text network analysis to visualize video subtitles, identify the main topics, get to the most relevant parts of the narrative…6 min read·Jan 8, 2019----
Dmitry ParanyushkininTowards Data ScienceMeasuring Discourse Bias Using Text Network AnalysisIn this article I propose a method and a tool to measure the level of bias in discourse based on text network analysis. The measure is…10 min read·Oct 4, 2018--3--3
Dmitry ParanyushkininTowards Data ScienceHow to Identify Gaps in Public Discourse Using SEO and Text MiningSearch engine optimization (SEO) is normally used to push content to the top of Google search results page. However, using the data…5 min read·Jul 24, 2018--2--2