# 🐦 Twitter / X Tweets Scraper (`scrapebase/twitter-tweets-scraper`) Actor

Scrape public tweets from any Twitter / X profile in real time — bulk URLs, date filters, smart proxy fallback, structured JSON / CSV / Excel output.

- **URL**: https://apify.com/scrapebase/twitter-tweets-scraper.md
- **Developed by:** [ScrapeBase](https://apify.com/scrapebase) (community)
- **Categories:** Automation, Lead generation, Social media
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.99 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## 🐦 Twitter / X Tweets Scraper

> The fastest, friendliest way to collect public tweets from any **X (Twitter)** profile — at scale, in real time, and with built-in anti-block defences.

Paste one (or hundreds) of profile URLs, pick how many tweets per profile, and watch structured JSON / CSV / Excel rolls into your dataset live — already labelled, sorted, and ready to drop into your BI tool, spreadsheet, or LLM pipeline.

---

### ✨ Why this Actor?

| 🟢 This Actor | 🔴 Other tools |
|---|---|
| ⚡ **Rust-powered HTTP** via `impit` — looks identical to a real Chrome browser | Plain `requests` / `httpx` that anti-bot engines block on sight |
| 🛡️ **4-tier proxy escalator** (direct → datacenter → residential, sticky) | Single proxy, no fallback |
| 📡 **Live streaming output** — first tweet appears in seconds | Wait until the run ends to see any data |
| 📅 **`since_date` filter** built in | Manual post-filtering required |
| 🪵 **Per-profile section logs** with engagement preview | Wall-of-text logs |
| 🔐 **Cookie-based authentication** — bypasses guest rate limits | Limited guest quotas |

---

### 🚀 Key Features

- 🔗 **Bulk URL input** — paste an unlimited number of profile URLs or `@handles` at once
- 🎯 **Per-profile cap** — stop after *N* tweets per profile
- 📅 **Since-date filter** — only tweets posted on or after a given date
- 🌐 **Smart proxy fallback** — starts direct, automatically escalates if X pushes back
- ⏱️ **Polite, jittered pacing** — configurable inter-request delay with random jitter
- 📊 **Live dataset writes** — every tweet is pushed the moment it is parsed; nothing is lost on crash
- 🪵 **Beautiful run log** — engagement counts, previews, and section headers per profile
- 🧾 **Rich tweet schema** — text, language, full entities, all engagement metrics, full user object, view counts, and more

---

### 📥 Input

| Field | Type | Required | Description |
|---|---|---|---|
| `start_urls` | array | ✅ | List of X profile URLs (e.g. `https://x.com/peckshield`) or bare usernames |
| `auth_token` | string (secret) | ✅ | Your X.com `auth_token` cookie |
| `ct0` | string (secret) | ✅ | Your X.com `ct0` (CSRF) cookie |
| `max_items` | integer | – | Max tweets per profile (default `100`, range 1–10,000) |
| `since_date` | string | – | Apify datepicker: absolute `YYYY-MM-DD` or relative (`7 days`, `2 weeks`, …). Only tweets from the resolved date forward |
| `request_delay` | number | – | Seconds between page requests (default `1.0`, jitter added in code) |
| `proxy_configuration` | object | – | Defaults to direct connection. Fallback escalator kicks in automatically |

#### 🔐 How to get the cookies

1. Open <https://x.com> in your browser, signed in.
2. Press **F12** → **Application** tab → **Cookies → https://x.com**.
3. Copy the values of **`auth_token`** and **`ct0`** into the input fields above.
4. The Actor stores both as secrets — they never appear in the run log.

#### 📋 Example input

```json
{
  "start_urls": [
    { "url": "https://x.com/peckshield" },
    { "url": "https://x.com/elonmusk" },
    { "url": "naval" }
  ],
  "max_items": 200,
  "since_date": "2026-01-01",
  "auth_token": "REDACTED",
  "ct0": "REDACTED",
  "request_delay": 1.0,
  "proxy_configuration": { "useApifyProxy": false }
}
````

***

### 📤 Output

Every tweet is pushed to the default dataset as soon as it is parsed. Open the **Dataset → Overview** tab for a clean, sortable table.

#### 📊 Example output row

```json
{
  "id_str": "2056183051357495735",
  "url": "https://x.com/peckshield/status/2056183051357495735",
  "created_at": "Mon May 18 01:20:16 +0000 2026",
  "full_text": "@VerusCoin token has been hacked. ~$1.78M stolen…",
  "lang": "en",
  "favorite_count": 142,
  "retweet_count": 31,
  "reply_count": 12,
  "quote_count": 4,
  "bookmark_count": 24,
  "views_count": "98231",
  "is_quote_status": false,
  "possibly_sensitive": false,
  "user_screen_name": "peckshield",
  "user_name": "PeckShield Inc.",
  "user_followers_count": 312874,
  "user_is_verified": true,
  "_section": "@peckshield",
  "entities": { "media": [ … ], "urls": [ … ], "user_mentions": [ … ] },
  "extended_entities": { "media": [ … ] },
  "user": { "rest_id": "…", "legacy": { … }, "professional": { … } }
}
```

The `_section` column tags every row with the source profile so you can slice the dataset cleanly per profile in the Console table view.

#### 📂 Dataset view

The dataset comes preconfigured with an **Overview** table that shows:

`Tweet ID · Tweet URL · Posted At · Tweet · Lang · ❤️ Likes · 🔁 Retweets · 💬 Replies · 📝 Quotes · 🔖 Bookmarks · 👁 Views · @handle · Followers · Verified`

Export options: **JSON · JSONL · CSV · Excel · HTML · RSS · XML**.

***

### 🚀 How to Use (Apify Console)

1. Log in at <https://console.apify.com> → **Actors**.
2. Open **Twitter / X Tweets Scraper**.
3. Paste profile URLs / handles into **🔗 Twitter / X Profile URLs**.
4. Paste your `auth_token` and `ct0` cookies into the secret fields.
5. Pick **Max tweets per profile** and an optional **Since date**.
6. Click **Start**.
7. Watch tweets stream into the **Output** tab in real time.
8. When the run finishes, export to JSON / CSV / Excel.

***

### 🤖 Use via API / MCP

#### REST API (sync — returns dataset items in one call)

```bash
curl -X POST "https://api.apify.com/v2/acts/<ACTOR_ID>/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
     -H "Content-Type: application/json" \
     -d '{
       "start_urls": [{ "url": "https://x.com/peckshield" }],
       "max_items": 100,
       "since_date": "2026-01-01",
       "auth_token": "REDACTED",
       "ct0": "REDACTED"
     }'
```

#### Python SDK

```python
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("<ACTOR_ID>").call(run_input={
    "start_urls": [{"url": "https://x.com/peckshield"}],
    "max_items": 50,
    "auth_token": "REDACTED",
    "ct0": "REDACTED",
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["full_text"])
```

***

### 🎯 Best Use Cases

- 📈 **Market & competitor monitoring** — track what top accounts in your space are saying
- 🛡️ **Security / threat intel** — watch researchers like `@peckshield`, `@SlowMist_Team` for live exploit reports
- 🪙 **Crypto signal mining** — feed tweets into your sentiment model
- 📰 **News & journalism** — bulk-collect statements from public figures
- 🧠 **LLM training / fine-tuning** — curate domain-specific tweet corpora
- 🔍 **Brand mentions & PR** — pull every tweet from a brand's official handle for analysis

***

### 💲 Pricing

This Actor is monetized with **pay-per-event (PPE)** — you pay only for the **scraped tweets you actually receive**.

| Event | What you pay for |
|---|---|
| 🪙 `apify-actor-start` | Per-run startup (covered up to 5s of compute) |
| 📥 `result-item` | Per tweet pushed to the dataset (the primary value unit) |

Configure exact prices in the **Pricing** tab in Console. Platform usage (compute, proxy) is included in the per-event price. The Actor exits gracefully when your `ACTOR_MAX_TOTAL_CHARGE_USD` is reached — you never get charged beyond your cap.

***

### ❓ Frequently Asked Questions

**Q: Do I really need the `auth_token` and `ct0` cookies?**
Yes. X's guest endpoint is heavily throttled; authenticated requests are required for stable bulk scraping. The cookies are stored as Actor secrets and never logged.

**Q: My account is at risk of being banned?**
X may flag accounts that scrape aggressively. We recommend using a dedicated burner account, conservative `max_items`, and a positive `request_delay`. The Actor uses real-browser HTTP/TLS fingerprints to look like normal traffic.

**Q: What if I get rate limited?**
The Actor automatically escalates from direct → datacenter proxy → residential proxy (sticky, with 3 IP rotations) the moment X starts pushing back. No action needed from you.

**Q: Can I scrape protected / private accounts?**
No — the Actor only scrapes **public** tweets. Following a private account does not grant scrape access.

**Q: How fresh is the data?**
Live. Each tweet hits your dataset within milliseconds of being parsed.

**Q: Does this work for replies / threads / quote tweets?**
Yes — replies, quotes, retweets, media-only tweets, and longform note tweets are all extracted with full text and entities.

***

### ⚖️ Cautions & Legal

- Data is collected only from **publicly available sources** on x.com.
- **You** are responsible for legal compliance: GDPR, CCPA, anti-spam laws, X's Terms of Service, and any local regulation that applies to you.
- Do not use this Actor to scrape private accounts, automate harassment, or build profiles of private individuals.
- The Actor honours reasonable rate limits and `robots.txt` etiquette by default.

***

### 📬 Support & Feedback

- Open an issue on the Actor page if something is off.
- Feature requests welcome — we ship fast.
- For commercial / high-volume usage, reach out via the Actor profile.

# Actor input Schema

## `start_urls` (type: `array`):

List one or more **X / Twitter profile URLs** (e.g. `https://x.com/peckshield`) or plain **usernames** (e.g. `peckshield`). Supports bulk input — paste many URLs at once.

## `max_items` (type: `integer`):

Stop after collecting this many tweets **per profile**. Set high for full sweeps, low for quick samples.

## `since_date` (type: `string`):

Lower bound for tweet time. Use the picker in **absolute** mode for a calendar date (`YYYY-MM-DD`), or **relative** mode for a rolling window (e.g. `7 days`, `2 weeks`, `3 months`, `1 year`). Only tweets **on or after** the resolved date are returned. Leave empty for no lower bound.

## `auth_token` (type: `string`):

Your X.com `auth_token` cookie. Open x.com in your browser → DevTools → Application → Cookies → copy `auth_token`. **Stored securely.**

## `ct0` (type: `string`):

Your X.com `ct0` cookie (CSRF token), from the same Cookies panel as `auth_token`. **Stored securely.**

## `proxy_configuration` (type: `object`):

Expand this section to change Apify Proxy options (groups, country). The built-in escalation still applies when direct requests fail.

## Actor input object example

```json
{
  "start_urls": [
    "https://x.com/peckshield"
  ],
  "max_items": 10,
  "since_date": "",
  "proxy_configuration": {
    "useApifyProxy": false
  }
}
```

# 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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "start_urls": [
        "https://x.com/peckshield"
    ],
    "proxy_configuration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapebase/twitter-tweets-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 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);
});

// 📚 Want to learn more 📖? Go to → 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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "start_urls": ["https://x.com/peckshield"],
    "proxy_configuration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("scrapebase/twitter-tweets-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "start_urls": [
    "https://x.com/peckshield"
  ],
  "proxy_configuration": {
    "useApifyProxy": false
  }
}' |
apify call scrapebase/twitter-tweets-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=scrapebase/twitter-tweets-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "🐦 Twitter / X Tweets Scraper",
        "description": "Scrape public tweets from any Twitter / X profile in real time — bulk URLs, date filters, smart proxy fallback, structured JSON / CSV / Excel output.",
        "version": "0.1",
        "x-build-id": "C4IrrVjXk5vwOPkfu"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scrapebase~twitter-tweets-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scrapebase-twitter-tweets-scraper",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scrapebase~twitter-tweets-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scrapebase-twitter-tweets-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scrapebase~twitter-tweets-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scrapebase-twitter-tweets-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "start_urls",
                    "auth_token",
                    "ct0"
                ],
                "properties": {
                    "start_urls": {
                        "title": "🔗 Twitter / X Profile URLs or Usernames",
                        "type": "array",
                        "description": "List one or more **X / Twitter profile URLs** (e.g. `https://x.com/peckshield`) or plain **usernames** (e.g. `peckshield`). Supports bulk input — paste many URLs at once.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "max_items": {
                        "title": "🎯 Maximum Tweets per Profile",
                        "minimum": 1,
                        "maximum": 100000,
                        "type": "integer",
                        "description": "Stop after collecting this many tweets **per profile**. Set high for full sweeps, low for quick samples.",
                        "default": 10
                    },
                    "since_date": {
                        "title": "📅 Only tweets posted after (optional)",
                        "type": "string",
                        "description": "Lower bound for tweet time. Use the picker in **absolute** mode for a calendar date (`YYYY-MM-DD`), or **relative** mode for a rolling window (e.g. `7 days`, `2 weeks`, `3 months`, `1 year`). Only tweets **on or after** the resolved date are returned. Leave empty for no lower bound.",
                        "default": ""
                    },
                    "auth_token": {
                        "title": "🔐 X `auth_token` cookie",
                        "type": "string",
                        "description": "Your X.com `auth_token` cookie. Open x.com in your browser → DevTools → Application → Cookies → copy `auth_token`. **Stored securely.**"
                    },
                    "ct0": {
                        "title": "🛡️ X `ct0` (CSRF) cookie",
                        "type": "string",
                        "description": "Your X.com `ct0` cookie (CSRF token), from the same Cookies panel as `auth_token`. **Stored securely.**"
                    },
                    "proxy_configuration": {
                        "title": "🌐 Proxy Configuration",
                        "type": "object",
                        "description": "Expand this section to change Apify Proxy options (groups, country). The built-in escalation still applies when direct requests fail.",
                        "default": {
                            "useApifyProxy": false
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```