YouTube Analytics Toolkit

Setup

Install dependencies:

cd scripts && npm install

Configure credentials by creating a .env file in the project root:

YOUTUBE_API_KEY=AIzaSy...your-api-key
YOUTUBE_DEFAULT_MAX_RESULTS=50

Prerequisites: A Google Cloud project with the YouTube Data API v3 enabled. Get your API key from the [Google Cloud Console]().

Quick Start

User says

Function to call

"Analyze this YouTube channel"	analyzeChannel(channelId)
"Compare these two channels"	compareChannels([id1, id2])
"How is this video performing?"	analyzeVideo(videoId)
"Search YouTube for [topic]"	searchAndAnalyze(query)
"Get stats for this channel"	getChannelStats(channelId)
"Get this video's view count"	getVideoStats(videoId)
"Find channels about [topic]"	searchChannels(query)
"Show recent uploads from this channel"	getChannelVideos(channelId)

Execute functions by importing from scripts/src/index.ts:

import { analyzeChannel, searchAndAnalyze } from './scripts/src/index.js';

const analysis = await analyzeChannel('UCxxxxxxxx');

Or run directly with tsx:

npx tsx scripts/src/index.ts

Workflow Pattern

Every analysis follows three phases:

1. Analyze

Run API functions. Each call hits the YouTube Data API and returns structured data.

2. Auto-Save

All results automatically save as JSON files to results/{category}/. File naming patterns:

• Named results: {sanitized_name}.json
• Auto-generated: YYYYMMDD_HHMMSS__{operation}.json

3. Summarize

After analysis, read the saved JSON files and create a markdown summary in results/summaries/ with data tables, comparisons, and insights.

High-Level Functions

Function

Purpose

What it gathers

analyzeChannel(channelId)	Full channel analysis	Channel info, recent videos, avg views per video
compareChannels(channelIds)	Compare multiple channels	Side-by-side subscribers, views, video counts
analyzeVideo(videoId)	Video performance analysis	Views, likes, comments, like rate, comment rate
searchAndAnalyze(query, maxResults?)	Search + stats	Search results with full video statistics

Individual API Functions

For granular control, import specific functions from the API modules. See references/api-reference.md for the complete list of 13 API functions with parameters, types, and examples.

Channel Functions

Function

Purpose

getChannel(channelId)	Get full channel details
getChannelStats(channelId)	Get simplified stats (subscribers, views, videoCount)
getMultipleChannels(channelIds)	Batch fetch multiple channels

Video Functions

Function

Purpose

getVideo(videoId)	Get full video details
getVideoStats(videoId)	Get simplified stats (views, likes, comments)
getMultipleVideos(videoIds)	Batch fetch multiple videos
getChannelVideos(channelId)	Get recent uploads from a channel

Search Functions

Function

Purpose

searchVideos(query, options?)	Search for videos
searchChannels(query, options?)	Search for channels

Results Storage

Results auto-save to results/ with this structure:

results/
├── channels/       # Channel data and comparisons
├── videos/         # Video data and analyses
├── search/         # Search results
└── summaries/      # Human-readable markdown summaries

Managing Results

import { listResults, loadResult, getLatestResult } from './scripts/src/index.js';

// List recent results
const files = listResults('channels', 10);

// Load a specific result
const data = loadResult(files[0]);

// Get most recent result for an operation
const latest = getLatestResult('channels', 'channel_analysis');

Tips

Use channel IDs — Channel IDs start with UC (e.g., UCxxxxxxxx). You can find them in the channel URL or page source.

Request summaries — After pulling data, ask for a markdown summary with tables and insights.

Compare channels — Use compareChannels() to benchmark competitors side by side.

Batch requests — Use getMultipleChannels() or getMultipleVideos() for efficient batch lookups.

Search + analyze — searchAndAnalyze() combines search with full video stats in one call.