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papers json data file
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Matts52 committed Nov 19, 2023
1 parent 9777568 commit 0119569
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17 changes: 17 additions & 0 deletions data/papers.json
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[
{
"title": "Bearish or Bullish",
"githubLink": "https://github.com/Matts52/Bearish-or-Bullish",
"imageSrc": "assets/projects/Bearish_or_Bullish.jpg",
"description": "An exploratory analysis of the predictive capacity of Wall Street Journal language attention and sentiment on key market fluctuation indicators. This paper first scraped a vast database of WSJ articles, then built an LDA model for the language used, while using the RoBERTa sentiment transformer to weigh directional attention of topics. Finally a Lasso regression was applied to optimize the bias-variance tradeoff with respect to how many topics to include when predicting movement of market fluctuation indicators.",
"pdfLink": "assets/papers/Bearish_or_Bullish.pdf"
},
{
"title": "Money is Motivation",
"githubLink": "https://github.com/Matts52/Money-is-Motivation",
"imageSrc": "assets/projects/Money_is_Motivation.jpg",
"description": "An investigation of the game-level predictive capacity of intrateam salary dispersion. I utilize NBA salary metrics and scrape NBA game minute logs to create measures of per-minute salary dispersion which is then used to predict game-level outcomes using Random Forests. This is all done as a proxy for the future-looking short-term performance of a firm with respect to within company pay distribution.",
"pdfLink": "assets/papers/Money_is_Motivation.pdf"
}
]

23 changes: 5 additions & 18 deletions scripts/gen_tiles.js
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Expand Up @@ -43,24 +43,11 @@ async function generateProjectTiles(){



function generatePaperTiles() {
// Define an array of paper data
const papers = [
{
title: "Bearish or Bullish",
githubLink: "https://github.com/Matts52/Bearish-or-Bullish",
imageSrc: "assets/projects/Bearish_or_Bullish.jpg",
description: "An exploratory analysis of the predictive capacity of Wall Street Journal language attention and sentiment on key market fluctuation indicators. This paper first scraped a vast database of WSJ articles, then built an LDA model for the language used, while using the RoBERTa sentiment transformer to weigh directional attention of topics. Finally a Lasso regression was applied to optimize the bias-variance tradeoff with respect to how many topics to include when predicting movement of market fluctuation indicators.",
pdfLink: "assets/papers/Bearish_or_Bullish.pdf",
},
{
title: "Money is Motivation",
githubLink: "https://github.com/Matts52/Money-is-Motivation",
imageSrc: "assets/projects/Money_is_Motivation.jpg",
description: "An investigation of the game-level predictive capacity of intrateam salary dispersion. I utilize NBA salary metrics and scrape NBA game minute logs to create measures of per-minute salary dispersion which is then used to predict game-level outcomes using Random Forests. This is all done as a proxy for the future-looking short-term performance of a firm with respect to within company pay distribution.",
pdfLink: "assets/papers/Money_is_Motivation.pdf",
},
];
async function generatePaperTiles() {
// Fetch paper data from JSON file
const response = await fetch('data/papers.json');
const papers = await response.json();


// Get the container element
const container = document.querySelector("#papers");
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