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clean.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Cocoon</title>
<!-- Include Bootstrap CSS -->
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap@4.5.3/dist/css/bootstrap.min.css" integrity="sha384-TX8t27EcRE3e/ihU7zmQxVncDAy5uIKz4rEkgIXeMed4M0jlfIDPvg6uqKI2xXr2" crossorigin="anonymous">
<script src="https://code.jquery.com/jquery-3.5.1.slim.min.js" integrity="sha384-DfXdz2htPH0lsSSs5nCTpuj/zy4C+OGpamoFVy38MVBnE+IbbVYUew+OrCXaRkfj" crossorigin="anonymous"></script>
<script src="https://cdn.jsdelivr.net/npm/bootstrap@4.5.3/dist/js/bootstrap.bundle.min.js" integrity="sha384-ho+j7jyWK8fNQe+A12Hb8AhRq26LrZ/JpcUGGOn+Y7RsweNrtN/tE3MoK7ZeZDyx" crossorigin="anonymous"></script>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css">
</head>
<style>
.carousel-control-prev, .carousel-control-next {
position: absolute;
top: auto;
bottom: 40px; /* Adjust this value based on your design needs */
}
.carousel-control-prev {
left: 10px; /* Adjust for padding from left edge */
}
.carousel-control-next {
right: 10px; /* Adjust for padding from right edge */
}
/* Optional: Adjust the size of the icons if needed */
.carousel-control-prev-icon,
.carousel-control-next-icon {
width: 20px; /* Adjust width */
height: 20px; /* Adjust height */
}
</style>
<body>
<nav class="navbar navbar-expand-lg navbar-dark bg-dark">
<a class="navbar-brand" href="https://cocoon-data-transformation.github.io/page/">
Cocoon: RAG for Large Data Warehouses
</a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarNav"
aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarNav">
<ul class="navbar-nav ml-auto">
<li class="nav-item">
<a class="nav-link" href="https://cocoon-data-transformation.github.io/page/database">RAG Tables</a>
</li>
<li class="nav-item">
<a class="nav-link" href="https://cocoon-data-transformation.github.io/page/pipeline">RAG Pipelines</a>
</li>
<li class="nav-item">
<a class="nav-link" href="https://cocoon-data-transformation.github.io/page/integration">RAG Both</a>
</li>
<li class="nav-item dropdown">
<a class="nav-link dropdown-toggle" href="#" id="researchDropdown" role="button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">
Other Features
</a>
<div class="dropdown-menu" aria-labelledby="researchDropdown">
<a class="dropdown-item" href="https://cocoon-data-transformation.github.io/page/profile">Profile</a>
<a class="dropdown-item" href="https://cocoon-data-transformation.github.io/page/clean">Clean</a>
<a class="dropdown-item" href="https://cocoon-data-transformation.github.io/page/standardize">Standardize</a>
<a class="dropdown-item" href="https://cocoon-data-transformation.github.io/page/lineage">Lineage</a>
<a class="dropdown-item" href="https://cocoon-data-transformation.github.io/page/model">Catalog</a>
<a class="dropdown-item" href="https://cocoon-data-transformation.github.io/page/transform">Transform</a>
<a class="dropdown-item" href="https://cocoon-data-transformation.github.io/page/genai">GenAI</a>
</div>
</li>
</ul>
</div>
</nav>
<section class="py-5 text-center container">
<div class="row py-lg-5">
<div class="col-lg-8 col-md-12 mx-auto mb-4">
<h1>Data Cleaning</h1>
<p class="lead text-body-secondary">Cocoon uses LLMs to to explore your tables, document their structures, and generate SQL for cleaning. The outputs include (1) SQL queries for cleaning, (2) a YAML file for table documentation, and (3) an HTML report for summaries </p>
</div>
<div class="col-lg-10 col-md-12 mx-auto">
<div id="carouselExampleCaptions" class="carousel slide" data-ride="carousel">
<ol class="carousel-indicators">
<li data-target="#carouselExampleCaptions" data-slide-to="0" class="active"></li>
<li data-target="#carouselExampleCaptions" data-slide-to="1"></li>
<li data-target="#carouselExampleCaptions" data-slide-to="2"></li>
</ol>
<div class="carousel-inner">
<div class="carousel-item active">
<img src="https://raw.githubusercontent.com/Cocoon-Data-Transformation/cocoon/main/images/clean_html.gif" class="d-block w-100" alt="Slide 1">
<div class="d-flex align-items-end" style="height: 100px; background-color: black;">
<div class="carousel-caption text-center">
<h5>HTML report for summaries</h5>
</div>
</div>
</div>
<div class="carousel-item">
<img src="https://raw.githubusercontent.com/Cocoon-Data-Transformation/cocoon/main/images/clean_sql.gif" class="d-block w-100" alt="Slide 2">
<div class="d-flex align-items-end" style="height: 100px; background-color: black;">
<div class="carousel-caption text-center">
<h5>SQL queries for cleaning</h5>
</div>
</div>
</div>
<div class="carousel-item">
<img src="https://raw.githubusercontent.com/Cocoon-Data-Transformation/cocoon/main/images/clean_yml.gif" class="d-block w-100" alt="Slide 3">
<div class="d-flex align-items-end" style="height: 100px; background-color: black;">
<div class="carousel-caption text-center">
<h5>YAML file for table documentation</h5>
</div>
</div>
</div>
</div>
<a class="carousel-control-prev" href="#carouselExampleCaptions" role="button" data-slide="prev">
<span class="carousel-control-prev-icon" aria-hidden="true"></span>
<span class="sr-only">Previous</span>
</a>
<a class="carousel-control-next" href="#carouselExampleCaptions" role="button" data-slide="next">
<span class="carousel-control-next-icon" aria-hidden="true"></span>
<span class="sr-only">Next</span>
</a>
</div>
</div>
</div>
</section>
<section class="py-5 bg-light">
<div class="container">
<h2 class="text-center mb-5" style="font-size: 2.5rem;">Get Started</h2>
<div class="row">
<div class="col-lg-6">
<div class="card h-100 shadow-sm px-3">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline mb-3">
<h2 class="mb-0">Online Service</h2>
<div small class="text-muted">Quick Trial</div>
</div>
<form action="http://34.168.161.63:5000/upload" method="post" enctype="multipart/form-data">
<div class="form-group">
<p class="mb-1">Drop your csv, and we will generate the profile in ~10 min</p>
<small class="form-text text-muted">Max 1MB and 40 columns</small>
</div>
<div class="form-group row">
<label for="email" class="col-sm-2 col-form-label col-form-label-sm">Email:</label>
<div class="col-sm-10">
<input type="email" class="form-control form-control-sm" id="email" name="email" required>
</div>
</div>
<div class="form-group row align-items-center">
<label for="file" class="col-sm-2 col-form-label col-form-label-sm">CSV:</label>
<div class="col-sm-6">
<input type="file" class="form-control-file" id="exampleFormControlFile1" name="file" accept=".csv" required onchange="validateFileSize(event)">
</div>
<div class="col-sm-4">
<button type="submit" class="btn btn-sm btn-block btn-secondary">Submit</button>
</div>
</div>
<input type="hidden" name="type" value="clean">
</form>
</div>
</div>
</div>
<div class="col-lg-6">
<div class="card h-100 shadow-sm px-3">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline mb-3">
<h2 class="mb-0">Open Source</h2>
<small class="text-muted">Full Features</small>
</div>
<p>Cocoon is open-source. Try out Cocoon in Google Colab.</p>
<small class="form-text text-muted mb-4">This requires an LLM API (e.g., GPT-4, Claude-3, Gemini-Ultra, or your local LLMs) but offers an interactive experience with no size or column limitations. It also supports databases (e.g., Snowflake, Duckdb...).</small>
<div class="mt-auto text-center">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon" class="btn btn-secondary mr-5 mb-2" target="_blank">
<i class="fab fa-github"></i> Visit GitHub
</a>
<a href="https://colab.research.google.com/github/Cocoon-Data-Transformation/cocoon/blob/main/demo/Cocoon_Stage_Demo.ipynb" class="btn btn-secondary mb-2" target="_blank">
<i class="fab fa-google"></i> Google Colab
</a>
</div>
</div>
</div>
</div>
</div>
<p class="text-center lead text-body-secondary mt-5">
Need support or have questions? <a href="mailto:zach@trycocoon.xyz">Contact Us</a>
</p>
</div>
</section>
<section class="py-5">
<div class="container">
<h2 class="text-center" style="font-size: 2.5rem;">Gallery</h2>
<p class="text-center lead text-body-secondary mb-5">More example results, from Kaggle datasets</p>
<div class="row row-cols-1 row-cols-sm-2 row-cols-md-3 g-4">
<div class="col mb-5">
<div class="card shadow-sm h-100 bg-dark text-white">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Hospital</h5>
<span class="text-light">deep clean</span>
</div>
<p class="card-text flex-grow-1">The table is about hospital data.</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_hospital.html" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_hospital.sql" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_hospital.yml" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100 bg-dark text-white">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Beers</h5>
<span class="text-light">deep clean</span>
</div>
<p class="card-text flex-grow-1">The table is about different beers. </p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_beers.html" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_beers.sql" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_beers.yml" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100 bg-dark text-white">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Flights</h5>
<span class="text-light">deep clean</span>
</div>
<p class="card-text flex-grow-1">The table is about flights, with details of their schedules and actual times. </p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_flights.html" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_flights.sql" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_flights.yml" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100 bg-dark text-white">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Movies</h5>
<span class="text-light">deep clean</span>
</div>
<p class="card-text flex-grow-1">The table is about movies.</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_movies.html" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_movies.sql" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_movies.yml" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100 bg-dark text-white">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Rayyan</h5>
<span class="text-light">deep clean</span>
</div>
<p class="card-text flex-grow-1">The table contains bibliographic data for various scientific publications.
</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_rayyan.html" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_rayyan.sql" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_rayyan.yml" class="btn btn-outline-light btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">2012 SAT result</h5>
<span class="text-muted">light clean</span>
</div>
<p class="card-text flex-grow-1">The table is about SAT exam results from schools in 2012.</p>
<div class="row mt-auto no-gutters" >
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg__2012_sat_results.html" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg__2012_sat_results.sql" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg__2012_sat_results.yml" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Property Sales</h5>
<span class="text-muted">light clean</span>
</div>
<p class="card-text flex-grow-1">The table contains 2020 property sales data.</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg__2020_property_sales_data.html" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg__2020_property_sales_data.sql" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg__2020_property_sales_data.yml" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Animal Shelter</h5>
<span class="text-muted">light clean</span>
</div>
<p class="card-text flex-grow-1">The table contains data about cats in an animal shelter.</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_aac_shelter_cat_outcome_eng.html" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_aac_shelter_cat_outcome_eng.sql" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_aac_shelter_cat_outcome_eng.yml" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">ATP Matches</h5>
<span class="text-muted">light clean</span>
</div>
<p class="card-text flex-grow-1">The table contains data about ATP tennis matches from 2008.</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_atp_matches_2008.html" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_atp_matches_2008.sql" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_atp_matches_2008.yml" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Credit Data</h5>
<span class="text-muted">light clean</span>
</div>
<p class="card-text flex-grow-1">The table contains credit data for individuals in Germany.</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_german_credit_data.html" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_german_credit_data.sql" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_german_credit_data.yml" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Korean Dramas</h5>
<span class="text-muted">light clean</span>
</div>
<p class="card-text flex-grow-1">The table contains information about Korean drama TV series.</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_kdrama.html" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_kdrama.sql" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_kdrama.yml" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Customer Orders</h5>
<span class="text-muted">light clean</span>
</div>
<p class="card-text flex-grow-1">The table contains order information for customers.</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_orders.html" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_orders.sql" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_orders.yml" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Patient Data</h5>
<span class="text-muted">light clean</span>
</div>
<p class="card-text flex-grow-1">The table contains patient data.</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_patients.html" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_patients.sql" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_patients.yml" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
<div class="col mb-5">
<div class="card shadow-sm h-100">
<div class="card-body d-flex flex-column">
<div class="d-flex justify-content-between align-items-baseline">
<h5 class="card-title">Used Cars</h5>
<span class="text-muted">light clean</span>
</div>
<p class="card-text flex-grow-1">The table contains data about used cars for sale.</p>
<div class="row mt-auto no-gutters">
<div class="col-4 pr-1">
<a href="https://cocoon-data-transformation.github.io/page/clean_gallery/stg_used_car_data_new.html" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-code mr-1"></i>HTML
</a>
</div>
<div class="col-4 px-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_used_car_data_new.sql" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-database mr-1"></i>SQL
</a>
</div>
<div class="col-4 pl-1">
<a href="https://github.com/Cocoon-Data-Transformation/cocoon/blob/main/documentation/clean_gallery/stg_used_car_data_new.yml" class="btn btn-secondary btn-block" target="_blank">
<i class="fas fa-file-alt mr-1"></i>YAML
</a>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="py-5 bg-light">
<div class="container">
<div class="row">
<div class="col-lg-8 col-md-12 mx-auto">
<h2 class="text-center">Research</h2>
<p class="lead text-body-secondary text-center">Data Cleaning is based on the following research papers:</p>
<a href="https://www.wis.ewi.tudelft.nl/assets/files/dbml2024/DBML24_paper_2.pdf" target="_blank" class="text-decoration-none">
<div class="card px-4 card-hover mb-4">
<div class="card-body">
<h5 class="card-title">Relationalizing Tables with Large Language Models: The Promise and Challenges</h5>
<pre class="text-start"><code>@inproceedings{huang2024relationalizing,
title={Relationalizing Tables with Large Language Models: The Promise and Challenges},
author={Huang, Zezhou and Wu, Eugene},
booktitle={2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW). IEEE},
year={2024}
}</code></pre>
</div>
</div>
</a>
</div>
</div>
</div>
</section>
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