initial commit

This commit is contained in:
Tristan Lee
2022-12-13 07:48:50 -06:00
commit 88b43dfd31
23 changed files with 28730 additions and 0 deletions

View File

@@ -0,0 +1,78 @@
import React, { FC } from "react";
import { BsInfoCircle } from "react-icons/bs";
import Panel from "./Panel";
const DescriptionPanel: FC = () => {
return (
<Panel
initiallyDeployed
title={
<>
<BsInfoCircle className="text-muted" /> Description
</>
}
>
<p>
This visualisation represents a <i>network</i> of{" "}
<a target="_blank" rel="noreferrer" href="https://spacy.io/usage/linguistic-features#named-entities">
named entities
</a> in English-language posts archived in a database of Telegram channels that have posted about GESARA. Each{" "}
<i>node</i> represents an entity, <i>edges</i> between nodes indicate that one or more posts contain both entities
.
</p>
<p>
Some social media channels were identified by researchers from{" "}
<a target="_blank" rel="noreferrer" href="https://www.bellingcat.com/">
Bellingcat
</a>{" "}and{" "}
<a target="_blank" rel="noreferrer" href="https://www.lighthousereports.nl/">
Lighthouse Reports
</a>
, then several rounds of snowball sampling found forwarded channels that have posted about GESARA.
The entities were identified using {" "}
<a target="_blank" rel="noreferrer" href="https://spacy.io/">
spaCy
</a>
.
</p>
<p>
This web application has been developed by{" "}
<a target="_blank" rel="noreferrer" href="https://www.bellingcat.com/">
Bellingcat
</a>
, using{" "}
<a target="_blank" rel="noreferrer" href="https://reactjs.org/">
react
</a>{" "}
and{" "}
<a target="_blank" rel="noreferrer" href="https://www.sigmajs.org">
sigma.js
</a>
. You can read the source code{" "}
<a target="_blank" rel="noreferrer" href="https://github.com/jacomyal/sigma.js/tree/main/demo">
on GitHub
</a>
.
</p>
<p>
Node sizes are related to the number of times the entity was mentioned in the database.
</p>
<p>
Nodes are colored based a{" "}
<a target="_blank" rel="noreferrer" href="https://arxiv.org/abs/0803.0476">
community detection algorithm
</a>.
</p>
<p>
For visualisation purposes, edges were pruned using the{" "}
<a target="_blank" rel="noreferrer" href="https://github.com/naviddianati/GraphPruning">
Marginal Likelihood Filter
</a>
.
</p>
</Panel>
);
};
export default DescriptionPanel;