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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>Cyberbullying Detection</title>
<style>
* {
box-sizing: border-box;
}
body {
margin: 0;
font-family: Arial, sans-serif;
background-color: black;
color: white;
display: flex;
flex-direction: column;
min-height: 100vh;
}
header {
background-color: #000;
color: red;
padding: 15px 20px;
font-size: 24px;
text-align: center;
}
main {
flex: 1;
display: flex;
justify-content: center;
align-items: center;
padding: 20px;
}
.container {
width: 100%;
max-width: 700px;
background-color: #1e1e1e;
padding: 30px;
border-radius: 8px;
box-shadow: 0 4px 8px rgba(255, 255, 255, 0.1);
}
h1 {
text-align: center;
margin-top: 0;
color: #fff;
}
textarea {
width: 100%;
height: 150px;
padding: 10px;
margin: 10px 0;
border-radius: 5px;
border: 1px solid #ccc;
font-family: Arial, sans-serif;
resize: vertical;
}
.button-group {
display: flex;
justify-content: space-between;
gap: 10px;
}
button {
padding: 10px 20px;
font-size: 16px;
background-color: #4CAF50;
color: white;
border: none;
border-radius: 5px;
cursor: pointer;
width: 48%;
}
#clearBtn {
background-color: #f44336;
}
button:hover {
opacity: 0.9;
}
#result {
margin-top: 20px;
display: none;
}
#error {
color: #f44336;
margin-top: 10px;
}
footer {
background-color: #000;
color: red;
text-align: center;
padding: 10px 0;
}
</style>
</head>
<body>
<header>
Paculan & Coloso
</header>
<main>
<div class="container">
<h1>Cyberbullying Detection</h1>
<form id="predictionForm" method="post">
<textarea id="inputText" placeholder="Enter text here..."></textarea>
<div class="button-group">
<button type="submit">Get Prediction</button>
<button type="button" id="clearBtn">Clear</button>
</div>
</form>
<!-- Error message section -->
<div id="error"></div>
<!-- Prediction result section -->
<div id="result">
<h3>Prediction Result:</h3>
<p id="prediction"></p>
<p id="confidence"></p>
<p id="triggers"></p>
</div>
</div>
</main>
<footer>
© 2025 Paculan & Coloso Research Worx.
</footer>
<script>
const form = document.getElementById('predictionForm');
const inputText = document.getElementById('inputText');
const predictionEl = document.getElementById('prediction');
const confidenceEl = document.getElementById('confidence');
const triggersEl = document.getElementById('triggers');
const resultBox = document.getElementById('result');
const errorBox = document.getElementById('error');
// Handle form submission
form.addEventListener('submit', function(e) {
e.preventDefault();
const text = inputText.value.trim();
if (!text) {
errorBox.textContent = "Please enter text before submitting.";
resultBox.style.display = "none";
return;
}
// Clear previous error messages
errorBox.textContent = "";
// Fetch prediction from Flask backend
fetch('http://127.0.0.1:5000/predict', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ text: text })
})
.then(response => {
if (!response.ok) throw new Error("Server error");
return response.json();
})
.then(data => {
// Update the result section
predictionEl.textContent = "Label: " + data.label;
confidenceEl.textContent = "Confidence: " + data.confidence;
triggersEl.textContent = "Detected Triggers: " + (data.triggers.length ? data.triggers.join(', ') : "None");
resultBox.style.display = "block";
})
.catch(error => {
errorBox.textContent = "Something went wrong. Please try again.";
console.error(error);
resultBox.style.display = "none";
});
});
// Handle clearing the form
document.getElementById('clearBtn').addEventListener('click', function () {
inputText.value = '';
predictionEl.textContent = '';
confidenceEl.textContent = '';
triggersEl.textContent = '';
resultBox.style.display = 'none';
errorBox.textContent = '';
});
</script>
</body>
</html>
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