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src/views/DescriptionPanel.tsx
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78
src/views/DescriptionPanel.tsx
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import React, { FC } from "react";
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import { BsInfoCircle } from "react-icons/bs";
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import Panel from "./Panel";
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const DescriptionPanel: FC = () => {
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return (
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<Panel
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initiallyDeployed
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title={
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<>
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<BsInfoCircle className="text-muted" /> Description
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</>
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}
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>
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<p>
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This visualisation represents a <i>network</i> of{" "}
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<a target="_blank" rel="noreferrer" href="https://spacy.io/usage/linguistic-features#named-entities">
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named entities
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</a> in English-language posts archived in a database of Telegram channels that have posted about GESARA. Each{" "}
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<i>node</i> represents an entity, <i>edges</i> between nodes indicate that one or more posts contain both entities
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.
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</p>
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<p>
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Some social media channels were identified by researchers from{" "}
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<a target="_blank" rel="noreferrer" href="https://www.bellingcat.com/">
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Bellingcat
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</a>{" "}and{" "}
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<a target="_blank" rel="noreferrer" href="https://www.lighthousereports.nl/">
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Lighthouse Reports
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</a>
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, then several rounds of snowball sampling found forwarded channels that have posted about GESARA.
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The entities were identified using {" "}
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<a target="_blank" rel="noreferrer" href="https://spacy.io/">
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spaCy
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</a>
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.
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</p>
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<p>
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This web application has been developed by{" "}
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<a target="_blank" rel="noreferrer" href="https://www.bellingcat.com/">
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Bellingcat
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</a>
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, using{" "}
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<a target="_blank" rel="noreferrer" href="https://reactjs.org/">
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react
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</a>{" "}
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and{" "}
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<a target="_blank" rel="noreferrer" href="https://www.sigmajs.org">
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sigma.js
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</a>
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. You can read the source code{" "}
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<a target="_blank" rel="noreferrer" href="https://github.com/jacomyal/sigma.js/tree/main/demo">
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on GitHub
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</a>
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.
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</p>
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<p>
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Node sizes are related to the number of times the entity was mentioned in the database.
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</p>
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<p>
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Nodes are colored based a{" "}
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<a target="_blank" rel="noreferrer" href="https://arxiv.org/abs/0803.0476">
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community detection algorithm
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</a>.
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</p>
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<p>
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For visualisation purposes, edges were pruned using the{" "}
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<a target="_blank" rel="noreferrer" href="https://github.com/naviddianati/GraphPruning">
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Marginal Likelihood Filter
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</a>
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.
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</p>
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</Panel>
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);
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};
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export default DescriptionPanel;
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