Reddit API for Sentiment Analysis

import { SubScraperClient } from '@subscraper/sdk';
import OpenAI from 'openai';

const subscraper = new SubScraperClient({
  apiKey: process.env.SUBSCRAPER_API_KEY!,
});
const openai = new OpenAI({
  apiKey: process.env.OPENAI_API_KEY!,
});

// 1. Extract Reddit post & nested comment tree
const thread = await subscraper.getPost({
  postId: 't3_1h8k2lm',
  limit: 50,
});

// 2. Clean comment bodies for inference
const comments = thread.comments.map((c) => c.body);

// 3. Score sentiment with OpenAI GPT-4o
const analysis = await openai.chat.completions.create({
  model: 'gpt-4o-mini',
  response_format: { type: 'json_object' },
  messages: [
    {
      role: 'system',
      content: 'Analyze sentiment. Return positive, neutral, and negative counts plus key themes.',
    },
    {
      role: 'user',
      content: JSON.stringify(comments),
    },
  ],
});

console.log(analysis.choices[0].message.content);