# ๐Ÿ”ฅ YouTube Scraper โ€“ Transcripts, Dislikes & Heatmaps (`yumitori/youtube-intel`) Actor YouTube scraper with full transcripts, the most-replayed heatmap, likes AND dislikes, channel profiles with social links, and bulk channel/search scraping โ€” plus chain modes: viral-DNA (heatmap x transcript), niche-map (the algorithm's related-video graph), and gap-finder (demand vs supply). - **URL**: https://apify.com/yumitori/youtube-intel.md - **Developed by:** [Yakugusa Yumitori](https://apify.com/yumitori) (community) - **Categories:** Social media, Videos, SEO tools - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $3.00 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## YouTube Scraper Scrape any YouTube video, channel, search, or hashtag and get the data other scrapers leave on the table โ€” full transcripts, real dislike counts, the most-replayed heatmap as timestamped points, comments with the creator-hearted signal, Content-ID music and songwriters, sponsor segments, and chapters. Other YouTube scrapers force you to feed one URL at a time and hand back title-and-views. This one **auto-detects every input** โ€” paste a video, a channel `@handle`, a search term, or a `#hashtag` and it figures out each one โ€” pulls a channel's top videos from a single handle, and ships the deep layer most tools call "impossible." No login, no API key, no setup. --- ### Quick start ```json { "inputs": ["@MrBeast"], "maxVideos": 30, "includeComments": true } ```` One handle โ†’ the channel's 30 highest-viewed videos, each with transcript, heatmap, dislikes, and top comments โ€” sorted and ready in under a minute. *** ### What you get on every video **Transcript & chapters** โ€” `transcript` (full text), `transcriptLangs` (every available language), `chapters` (in-video timestamped sections). **Engagement** โ€” `viewCount`, `ryd.likes`, `ryd.dislikes`, `ryd.rating` โ€” real dislike counts, which most scrapers say isn't possible. **Most-replayed** โ€” `mostReplayed` and `heatmap`: the exact seconds viewers rewatch, as sortable timestamped points. **Comments** โ€” `comments[]` with text, author, `likeCount`, `replyCount`, verified / creator flags, and `creatorHearted` (which comments the creator personally amplified), plus `commentCount` and `creatorHeartedCount`. **Music & sponsors** โ€” `music` (Content-ID song, artist, album, songwriters), `sponsorSegments` + `sponsorDensityPct`, `dearrow` (community title / thumbnail corrections). **Suppression & SEO** โ€” `isCrawlable` (shadowban flag), geo-availability, family-safe state, `isMonetized`, and the creator's private `keywords`. Plus `thumbnail`, `url`, `author`, `channelId`, `lengthSeconds`, and `publishedText`. *** ### What you control | Knob | Default | What it does | |---|---|---| | `inputs` | โ€” | video URLs, channel `@handles`, search terms, or `#hashtags` โ€” mixed, auto-detected | | `maxVideos` | `30` | how many videos per channel / search / hashtag (highest-viewed first) | | `includeTranscript` | `true` | full multi-language transcripts | | `includeComments` | `false` | top comments + the creator-hearted signal | | `mode` | `auto` | leave on auto; or force `video` ยท `channel-bulk` ยท `search` ยท `hashtag` ยท `viral-dna` ยท `niche-map` ยท `gap-finder` | | Proxy | Residential | needed for transcripts on small / low-view videos (see below) | **Advanced:** `enrichTop` (how many of the listed videos get the full deep-dive), `enrichBy` (`hottest` / `latest`), `commentsLimit`, `bulkTranscripts` (transcribe every listed video), `tab` (videos / shorts / streams), `includeNeighbors`, and the chain-mode knobs (`momentsPerVideo`, `crawlDepth`, `country`). *** ### Use it for **Audience research.** Pull a video's comments plus the creator-hearted signal โ€” see what fans care about and which comments the creator amplified. ```json { "inputs": ["https://youtube.com/watch?v=dQw4w9WgXcQ"], "includeComments": true, "commentsLimit": 200 } ``` **Competitor sweep.** Feed a channel handle, get its top videos with views, real dislikes, and sponsor density in one run. ```json { "inputs": ["@veritasium"], "maxVideos": 50 } ``` **Viral teardown.** Cross the most-replayed heatmap with the transcript to read the exact words said at the rewatch peak โ€” across a whole channel. ```json { "inputs": ["@mkbhd"], "mode": "viral-dna" } ``` **Content-gap finding.** Compare search demand against supply to surface underserved topics. ```json { "inputs": ["home workout"], "mode": "gap-finder" } ``` **AI / RAG pipelines.** Sweep a niche of videos, export transcripts + comments, feed an LLM for summaries, scripts, or sentiment. *** ### Output Lands in the default dataset โ€” export as JSON, CSV, Excel, or JSONL. Two pre-built views ship with it: - **Overview** โ€” thumbnail, title, views, dislikes, transcript, comment count - **๐Ÿ’ฌ Comments** โ€” one row per comment (commenter, text, likes, creator-hearted) for clean export #### Sample row A real row from `dQw4w9WgXcQ` โ€” Rick Astley's "Never Gonna Give You Up": 1.78B views, 512K real dislikes, a 100-point rewatch heatmap, and a transcript in five languages. ```json { "type": "video", "videoId": "dQw4w9WgXcQ", "url": "https://youtu.be/dQw4w9WgXcQ", "thumbnail": "https://i.ytimg.com/vi/dQw4w9WgXcQ/hqdefault.jpg", "title": "Rick Astley - Never Gonna Give You Up (Official Video)", "author": "Rick Astley", "channelId": "UCuAXFkgsw1L7xaCfnd5JJOw", "viewCount": 1780516646, "lengthSeconds": 213, "isCrawlable": true, "isMonetized": false, "keywords": ["rick astley", "never gonna give you up", "official video"], "transcript": "We're no strangers to love, you know the rules and so do I...", "transcriptLangs": ["en", "de-DE", "ja", "pt-BR", "es-419"], "chapters": [{ "timestamp": "0:00", "title": "Intro" }], "mostReplayed": [{ "timeSec": 43, "intensity": 1.0 }, { "timeSec": 86, "intensity": 0.71 }], "ryd": { "likes": 19143569, "dislikes": 512180, "rating": 4.9 }, "music": { "song": "Never Gonna Give You Up", "artist": "Rick Astley", "album": "Whenever You Need Somebody" }, "sponsorSegments": [], "sponsorDensityPct": 0, "commentCount": 50, "creatorHeartedCount": 1, "comments": [ { "author": "@YouTube", "likeCount": 251000, "replyCount": 961, "creatorHearted": true, "text": "can confirm: he never gave us up" } ], "enriched": true } ``` *** ### Speed, proxies & limits | Run shape | Time | |---|---| | 1 video, full deep-dive | 2โ€“4s | | 1 channel, 30 videos (top 5 deep-dived) | 15โ€“30s | | 1 channel, 30 videos, transcribe all | ~1โ€“2 min | | Search / hashtag, 50 results enriched | ~1โ€“3 min | **Why transcripts need the Residential proxy.** YouTube gates small / low-view videos on shared datacenter IPs โ€” blanking the transcript and metadata. A residential IP behaves like a home connection, so nothing gets gated (that's why it's the default). Popular / big-channel videos come through fine on **No proxy** โ€” switch to save cost. **Why a video might be missing a heatmap.** YouTube only generates the most-replayed graph once a video has enough watch data; brand-new or low-view videos won't have one yet, and the row says so. *** Built and maintained by \[Yakugusa Yumitori]. Custom data work and "can you scrape X?" challenges โ†’ . > โš ๏ธ **Unofficial.** This actor is not affiliated with, endorsed by, or sponsored by YouTube or Google LLC. "YouTube" is a trademark of Google LLC, used here for descriptive purposes only. # Actor input Schema ## `mode` (type: `string`): Leave on Auto โ€” it figures out each input for you (video URL โ†’ that video ยท @handle โ†’ the channel's top videos ยท search term โ†’ results ยท #tag โ†’ hashtag). Only change it to force a mode or run a chain-insight mode. ## `inputs` (type: `array`): Paste any mix โ€” one per line: video URLs, channel @handles or URLs, search terms, or #hashtags. It auto-detects each one. ## `maxVideos` (type: `integer`): How many videos to return when the input is a channel, search, or hashtag โ€” highest-viewed first. (A single video URL always returns just that one video.) ## `includeTranscript` (type: `boolean`): Full multi-language transcripts. โš ๏ธ Needs the Residential proxy (the default, below) to work on EVERY video โ€” small / low-view videos are gated without it. ## `includeComments` (type: `boolean`): Top comments with like / reply counts, verified & creator flags, and the โ˜… creator-hearted signal (which comments the creator personally amplified). ## `proxyConfiguration` (type: `object`): IMPORTANT for transcripts: YouTube gates less-popular / low-view videos on shared datacenter IPs, blanking the transcript. A RESIDENTIAL proxy behaves like a home IP so nothing gets gated โ€” that's why it's the default. Only scraping popular/big-channel videos? Switch to No proxy to save cost. ## `enrichTop` (type: `integer`): For channel/search/hashtag: how many of the returned videos get the FULL deep-dive (transcript, heatmap, comments). The rest get title/views/channel only. 0 = list only (cheapest). ## `enrichBy` (type: `string`): For channel/search/hashtag: pick which videos get the full deep-dive. ## `bulkTranscripts` (type: `boolean`): Add a transcript to every returned video, not just the deep-dived ones (cheap; needs Residential proxy). ## `includeNeighbors` (type: `boolean`): Video mode: add the ~20 videos YouTube recommends next. ## `commentsLimit` (type: `integer`): How many top comments to pull when Include comments is on. ## `tab` (type: `string`): For channel modes: which catalog โ€” long-form Videos, Shorts, or past Streams. ## `momentsPerVideo` (type: `integer`): viral-dna: how many most-replayed moments to extract per video. ## `crawlDepth` (type: `integer`): niche-map: hops through the related-video graph (2 is plenty; 3 explodes). ## `crawlWidth` (type: `integer`): niche-map: neighbors followed per node. ## `country` (type: `string`): gap-finder: gl code for search demand. ## `countries` (type: `array`): demand: gl codes to compare demand across. ## `maxQueries` (type: `integer`): gap-finder: autocomplete suggestions to check supply for. ## Actor input object example ```json { "mode": "auto", "inputs": [ "@MrBeast" ], "maxVideos": 30, "includeTranscript": true, "includeComments": false, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] }, "enrichTop": 5, "enrichBy": "hottest", "bulkTranscripts": false, "includeNeighbors": true, "commentsLimit": 50, "tab": "videos", "momentsPerVideo": 2, "crawlDepth": 2, "crawlWidth": 8, "country": "US", "countries": [ "US", "GB", "DE", "JP", "BR" ], "maxQueries": 12 } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "inputs": [ "@MrBeast" ], "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }; // Run the Actor and wait for it to finish const run = await client.actor("yumitori/youtube-intel").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "inputs": ["@MrBeast"], "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], }, } # Run the Actor and wait for it to finish run = client.actor("yumitori/youtube-intel").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "inputs": [ "@MrBeast" ], "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }' | apify call yumitori/youtube-intel --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=yumitori/youtube-intel", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "๐Ÿ”ฅ YouTube Scraper โ€“ Transcripts, Dislikes & Heatmaps", "description": "YouTube scraper with full transcripts, the most-replayed heatmap, likes AND dislikes, channel profiles with social links, and bulk channel/search scraping โ€” plus chain modes: viral-DNA (heatmap x transcript), niche-map (the algorithm's related-video graph), and gap-finder (demand vs supply).", "version": "0.1", "x-build-id": "l0bpoZXILVPi5EqIa" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/yumitori~youtube-intel/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-yumitori-youtube-intel", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/yumitori~youtube-intel/runs": { "post": { "operationId": "runs-sync-yumitori-youtube-intel", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/yumitori~youtube-intel/run-sync": { "post": { "operationId": "run-sync-yumitori-youtube-intel", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "required": [ "inputs" ], "properties": { "mode": { "title": "Mode", "enum": [ "auto", "video", "channel", "channel-bulk", "search", "hashtag", "viral-dna", "niche-map", "gap-finder", "demand" ], "type": "string", "description": "Leave on Auto โ€” it figures out each input for you (video URL โ†’ that video ยท @handle โ†’ the channel's top videos ยท search term โ†’ results ยท #tag โ†’ hashtag). Only change it to force a mode or run a chain-insight mode.", "default": "auto" }, "inputs": { "title": "What to scrape", "maxItems": 200, "uniqueItems": true, "type": "array", "description": "Paste any mix โ€” one per line: video URLs, channel @handles or URLs, search terms, or #hashtags. It auto-detects each one.", "items": { "type": "string" } }, "maxVideos": { "title": "Max videos (per channel / search / hashtag)", "minimum": 1, "maximum": 1000, "type": "integer", "description": "How many videos to return when the input is a channel, search, or hashtag โ€” highest-viewed first. (A single video URL always returns just that one video.)", "default": 30 }, "includeTranscript": { "title": "Include transcripts", "type": "boolean", "description": "Full multi-language transcripts. โš ๏ธ Needs the Residential proxy (the default, below) to work on EVERY video โ€” small / low-view videos are gated without it.", "default": true }, "includeComments": { "title": "Include comments", "type": "boolean", "description": "Top comments with like / reply counts, verified & creator flags, and the โ˜… creator-hearted signal (which comments the creator personally amplified).", "default": false }, "proxyConfiguration": { "title": "Proxy โ€” keep RESIDENTIAL on for transcripts", "type": "object", "description": "IMPORTANT for transcripts: YouTube gates less-popular / low-view videos on shared datacenter IPs, blanking the transcript. A RESIDENTIAL proxy behaves like a home IP so nothing gets gated โ€” that's why it's the default. Only scraping popular/big-channel videos? Switch to No proxy to save cost." }, "enrichTop": { "title": "How many videos to deep-dive", "minimum": 0, "maximum": 200, "type": "integer", "description": "For channel/search/hashtag: how many of the returned videos get the FULL deep-dive (transcript, heatmap, comments). The rest get title/views/channel only. 0 = list only (cheapest).", "default": 5 }, "enrichBy": { "title": "Deep-dive which videos", "enum": [ "hottest", "latest" ], "type": "string", "description": "For channel/search/hashtag: pick which videos get the full deep-dive.", "default": "hottest" }, "bulkTranscripts": { "title": "Transcript on ALL listed videos", "type": "boolean", "description": "Add a transcript to every returned video, not just the deep-dived ones (cheap; needs Residential proxy).", "default": false }, "includeNeighbors": { "title": "Include related videos", "type": "boolean", "description": "Video mode: add the ~20 videos YouTube recommends next.", "default": true }, "commentsLimit": { "title": "Max comments per video", "minimum": 1, "maximum": 500, "type": "integer", "description": "How many top comments to pull when Include comments is on.", "default": 50 }, "tab": { "title": "Channel tab", "enum": [ "videos", "shorts", "streams" ], "type": "string", "description": "For channel modes: which catalog โ€” long-form Videos, Shorts, or past Streams.", "default": "videos" }, "momentsPerVideo": { "title": "Moments per video (viral-dna)", "minimum": 1, "maximum": 10, "type": "integer", "description": "viral-dna: how many most-replayed moments to extract per video.", "default": 2 }, "crawlDepth": { "title": "Crawl depth (niche-map)", "minimum": 1, "maximum": 3, "type": "integer", "description": "niche-map: hops through the related-video graph (2 is plenty; 3 explodes).", "default": 2 }, "crawlWidth": { "title": "Crawl width (niche-map)", "minimum": 2, "maximum": 20, "type": "integer", "description": "niche-map: neighbors followed per node.", "default": 8 }, "country": { "title": "Country (gap-finder)", "type": "string", "description": "gap-finder: gl code for search demand.", "default": "US" }, "countries": { "title": "Countries (demand)", "type": "array", "description": "demand: gl codes to compare demand across.", "default": [ "US", "GB", "DE", "JP", "BR" ], "items": { "type": "string" } }, "maxQueries": { "title": "Max queries (gap-finder)", "minimum": 1, "maximum": 50, "type": "integer", "description": "gap-finder: autocomplete suggestions to check supply for.", "default": 12 } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```