# 🐦 Twitter (X) Follower Scraper (`scrapepilotapi/twitter-x-follower-scraper`) Actor

Scrape Followers & Following lists of any public X (Twitter) profile in bulk. Returns rich, v1.1-compatible user records with pinned-tweet hydration, full bio, profile image, banner, verified badge and more — streamed live to the dataset.

- **URL**: https://apify.com/scrapepilotapi/twitter-x-follower-scraper.md
- **Developed by:** [ScrapePilot](https://apify.com/scrapepilotapi) (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) Follower & Following Scraper

> **Bulk-scrape Followers & Following lists of any public X (Twitter) profile — rich data, real-time output.**

Paste any number of X profile URLs (or @handles), choose to scrape **Followers**, **Following**, or both, and receive **v1.1-compatible user records** with full bio, profile image, banner, pinned tweet, verified badge, follower/following counts, and more — streamed live to the dataset so partial results are always preserved.

---

### ✨ Why Choose This Actor?

- ⚡ **Bulk input** — scrape dozens of profiles in a single run
- 🔄 **Both lists at once** — followers AND following in one go (toggleable)
- 📌 **Pinned-tweet hydration** — full pinned-tweet payload embedded in every record
- 🌐 **Smart auto proxy ladder** — direct → datacenter → residential, only escalates if blocked
- 💾 **Live results** — every user streams to the dataset the moment it's parsed
- 🛡️ **Anti-block resilient** — randomized delays, exponential backoff, sticky escalation
- 🎯 **v1.1-compatible output** — drop-in replacement for legacy Twitter API consumers

---

### 🔑 Key Features

| Feature | Description |
|---------|-------------|
| 🔗 **Bulk URLs / usernames** | One per line — accepts `x.com/elonmusk`, `twitter.com/elonmusk`, `@elonmusk`, or `elonmusk` |
| 👥 **Followers + ➡️ Following** | Toggle either or both per run |
| 🔢 **Per-list caps** | Hard cap with `maxFollowers` / `maxFollowings` |
| 📌 **Pinned tweets** | Auto-hydrated v1.1 status objects |
| 🌐 **Auto proxy fallback** | No proxy → Datacenter → Residential (3 retries) |
| 📡 **Real-time output** | Each user is pushed live to the dataset, grouped per-section via dataset views |
| ✅ **Verified flag, banner, avatar, bio** | Full profile metadata in every row |

---

### 📥 Input

```json
{
  "urls": [
    "https://x.com/elonmusk",
    "@sama"
  ],
  "getFollowers": true,
  "getFollowing": true,
  "maxFollowers": 200,
  "maxFollowings": 200,
  "auth_token": "YOUR_X_AUTH_TOKEN_COOKIE",
  "ct0": "YOUR_X_CT0_COOKIE",
  "proxyConfiguration": { "useApifyProxy": false }
}
````

| Field | Type | Description |
|-------|------|-------------|
| 🔗 `urls` | `array<string>` | **Required.** X profile URLs or @handles, one per item. |
| 👥 `getFollowers` | `boolean` | Scrape the Followers list. Default `true`. |
| ➡️ `getFollowing` | `boolean` | Scrape the Following list. Default `true`. |
| 🔢 `maxFollowers` | `integer` | Cap on followers per profile. Default `200`. |
| 🔢 `maxFollowings` | `integer` | Cap on followings per profile. Default `200`. |
| 🔑 `auth_token` | `string` | **Required.** Your X `auth_token` cookie (secret). |
| 🔑 `ct0` | `string` | **Required.** Your X `ct0` cookie (secret). |
| 🌐 `proxyConfiguration` | `object` | Optional. Override the auto proxy ladder. Default: **no proxy**. |

#### 🔐 How to find your `auth_token` and `ct0` cookies

1. Open https://x.com in your browser and log in.
2. Open **DevTools** → **Application** (Chrome) or **Storage** (Firefox) tab.
3. Expand **Cookies** → `https://x.com`.
4. Copy the `Value` of the `auth_token` row → paste into the input.
5. Copy the `Value` of the `ct0` row → paste into the input.
6. Both fields are marked `secret` — they never appear in run output.

***

### 📤 Output

Every row in the dataset is a v1.1-shaped user record carrying:

- `type` — either `"follower"` or `"following"`
- `target_username` — the profile whose list this row came from
- Full v1.1 user payload (followers\_count, friends\_count, verified, description, urls, profile\_image\_url\_https, profile\_banner\_url, …)
- `status` — embedded **pinned tweet** (v1.1 status object) when the user has one

Example:

```json
{
  "type": "follower",
  "target_username": "elonmusk",
  "id": 95092020,
  "id_str": "95092020",
  "name": "Dr Jordan B Peterson",
  "screen_name": "jordanbpeterson",
  "description": "Best-Selling Author | Clinical Psychologist | …",
  "url": "https://t.co/KgUEvmxeQD",
  "followers_count": 6182005,
  "friends_count": 1653,
  "statuses_count": 51533,
  "verified": false,
  "profile_image_url_https": "https://pbs.twimg.com/profile_images/.../TKBC60e1_normal.jpg",
  "profile_banner_url": "https://pbs.twimg.com/profile_banners/95092020/1768079001",
  "status": {
    "id_str": "1949912864271323255",
    "text": "The culmination of my life's work. …",
    "favorite_count": 10543,
    "retweet_count": 1312,
    "lang": "en"
  }
}
```

The output table has **three pre-built views** so each section is visible separately:

| View | Shows |
|------|-------|
| 📊 **All Scraped Users** | Mixed — both follower and following rows |
| 👥 **Followers Only** | Filter the table down to follower rows |
| ➡️ **Following Only** | Filter the table down to following rows |

You can also export the full dataset as **JSON / CSV / XLSX** from the Output tab.

***

### 🚀 How to Use (Apify Console)

1. Log in at https://console.apify.com → **Actors**.
2. Open **🐦 Twitter (X) Follower & Following Scraper**.
3. Paste your X profile URLs / @handles in the **URLs** field — one per line.
4. Toggle **Scrape Followers** / **Scrape Following** as needed.
5. Set the per-profile caps (defaults are 200 each).
6. Paste your **`auth_token`** and **`ct0`** cookies (see instructions above).
7. (Optional) Leave proxy as default — the actor escalates automatically if blocked.
8. Click **▶ Start**.
9. Watch logs in real time — every scraped user appears live in the Output tab.
10. Export the dataset to **JSON / CSV / XLSX** when the run completes.

***

### 🤖 Use via API

Run synchronously and get the dataset directly:

```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 '{
    "urls": ["https://x.com/elonmusk"],
    "getFollowers": true,
    "getFollowing": false,
    "maxFollowers": 100,
    "auth_token": "…",
    "ct0": "…"
  }'
```

Or asynchronously (returns a run ID — poll for status):

```bash
curl -X POST \
  "https://api.apify.com/v2/acts/<ACTOR_ID>/runs?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"urls":["https://x.com/sama"],"auth_token":"…","ct0":"…"}'
```

***

### 🌐 Proxy Strategy

The actor uses a **sticky tiered fallback**:

```
1. 🟢 Direct (no proxy)        ← start here
2. 🟡 Apify Datacenter Proxy   ← on first block
3. 🔴 Apify Residential Proxy  ← if datacenter blocked too (3 retries)
```

Once the actor escalates to a higher tier, it **stays there** for the rest of the run — no flapping. Every escalation is logged clearly so you can see exactly what happened.

***

### 🎯 Best Use Cases

- 📈 **Audience analysis** — who follows / is followed by influencers in your niche
- 🤝 **Lead generation** — pull a Following list of a target buyer persona
- 🔬 **Research & journalism** — map social graphs of public figures
- 🧠 **Competitive intelligence** — see who key competitors follow
- 📊 **Dataset enrichment** — feed v1.1-shaped user rows into existing pipelines

***

### 💰 Pricing (Pay-Per-Event)

| Event | What it covers |
|-------|---------------|
| `apify-actor-start` | One-time charge per run (covers startup) |
| `apify-default-dataset-item` | Charged per successfully pushed user record |

You only pay for **users we actually scrape** — failed lookups don't charge the per-item event.

***

### ❓ Frequently Asked Questions

**Q: Why do I need to provide `auth_token` and `ct0`?**
X's GraphQL endpoints for Followers/Following require an authenticated session. The actor cannot read these lists without your own logged-in cookies — there is no public anonymous endpoint.

**Q: Are my cookies safe?**
Both fields are marked `secret` in the input schema and never appear in logs or output. They live only inside the run sandbox and are discarded when the run ends. Still, use a throwaway account when possible.

**Q: How many followers can I scrape per profile?**
We've tested up to **5,000 per list**. X starts rate-limiting harder above that — increase patience (and/or add a residential proxy) if you push higher.

**Q: Will I get rate-limited?**
Possible on huge lists. The actor handles this gracefully — it slows down, retries, and escalates to datacenter / residential proxies automatically.

**Q: What if a profile is private or suspended?**
The lookup logs a warning and skips that profile — the rest continue normally.

**Q: Is this legal?**
The actor only reads publicly-listed followers/following on profiles your account can already see. You are responsible for downstream compliance with X's ToS, GDPR/CCPA, and any applicable anti-spam laws.

***

### ⚖️ Cautions / Legal

- Data is collected only from **publicly accessible** profiles.
- Do **not** use this to scrape private/protected accounts.
- The end user is responsible for legal compliance (GDPR, CCPA, target site ToS, anti-spam laws).
- Be respectful — keep per-profile caps reasonable.

***

### 💬 Support & Feedback

Issues, feature requests, or just want to chat? Open an issue on the actor's Apify page or contact the maintainer through your Apify Console messages.

# Actor input Schema

## `urls` (type: `array`):

Paste one URL/username per line. Accepts:
• `https://x.com/elonmusk`
• `https://twitter.com/elonmusk`
• `@elonmusk`
• `elonmusk`

⚠️ Ignored when **User ID List** is provided below.

## `user_ids` (type: `array`):

Enter the numeric X user IDs you want to scrape — one per line. Example: `1846987139428634858`.

💡 Use this when you already have user IDs (faster — skips the username lookup).

⚠️ **Note:** When this field has a value, all other URL/username inputs above will be ignored.

## `getFollowers` (type: `boolean`):

Collect the profile's **Followers** list.

## `getFollowing` (type: `boolean`):

Collect the profile's **Following** list.

## `maxFollowers` (type: `integer`):

Hard cap on how many followers to fetch per profile. Lower = faster & cheaper.

## `maxFollowings` (type: `integer`):

Hard cap on how many followings to fetch per profile.

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

Your X (Twitter) `auth_token` cookie from a logged-in browser session. Required — X's Followers/Following GraphQL endpoints reject anonymous traffic.

👉 How to find it: open x.com → DevTools → Application → Cookies → copy the value of `auth_token`.

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

Your X (Twitter) `ct0` cookie from the same session as `auth_token`. Used as the `x-csrf-token` header.

## `proxyConfiguration` (type: `object`):

Default = **no proxy**. If X blocks the run, the actor automatically escalates: Direct → Datacenter → Residential (3 retries on residential). Override only if you have a specific reason — the actor handles blocks for you.

## Actor input object example

```json
{
  "urls": [
    "https://x.com/elonmusk"
  ],
  "user_ids": [],
  "getFollowers": true,
  "getFollowing": true,
  "maxFollowers": 20,
  "maxFollowings": 20,
  "proxyConfiguration": {
    "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 = {
    "urls": [
        "https://x.com/elonmusk"
    ],
    "user_ids": [],
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapepilotapi/twitter-x-follower-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 = {
    "urls": ["https://x.com/elonmusk"],
    "user_ids": [],
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("scrapepilotapi/twitter-x-follower-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 '{
  "urls": [
    "https://x.com/elonmusk"
  ],
  "user_ids": [],
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call scrapepilotapi/twitter-x-follower-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "🐦 Twitter (X) Follower Scraper",
        "description": "Scrape Followers & Following lists of any public X (Twitter) profile in bulk. Returns rich, v1.1-compatible user records with pinned-tweet hydration, full bio, profile image, banner, verified badge and more — streamed live to the dataset.",
        "version": "0.1",
        "x-build-id": "QZ4irsqYfSa8p9bHv"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scrapepilotapi~twitter-x-follower-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scrapepilotapi-twitter-x-follower-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scrapepilotapi~twitter-x-follower-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scrapepilotapi-twitter-x-follower-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scrapepilotapi~twitter-x-follower-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scrapepilotapi-twitter-x-follower-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "auth_token",
                    "ct0"
                ],
                "properties": {
                    "urls": {
                        "title": "🔗 X (Twitter) Profile URLs or Usernames",
                        "type": "array",
                        "description": "Paste one URL/username per line. Accepts:\n• `https://x.com/elonmusk`\n• `https://twitter.com/elonmusk`\n• `@elonmusk`\n• `elonmusk`\n\n⚠️ Ignored when **User ID List** is provided below.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "user_ids": {
                        "title": "🆔 User ID List (optional)",
                        "type": "array",
                        "description": "Enter the numeric X user IDs you want to scrape — one per line. Example: `1846987139428634858`.\n\n💡 Use this when you already have user IDs (faster — skips the username lookup).\n\n⚠️ **Note:** When this field has a value, all other URL/username inputs above will be ignored.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "getFollowers": {
                        "title": "👥 Scrape Followers",
                        "type": "boolean",
                        "description": "Collect the profile's **Followers** list.",
                        "default": true
                    },
                    "getFollowing": {
                        "title": "➡️ Scrape Following",
                        "type": "boolean",
                        "description": "Collect the profile's **Following** list.",
                        "default": true
                    },
                    "maxFollowers": {
                        "title": "🔢 Max Followers per profile",
                        "minimum": 1,
                        "maximum": 100000,
                        "type": "integer",
                        "description": "Hard cap on how many followers to fetch per profile. Lower = faster & cheaper.",
                        "default": 20
                    },
                    "maxFollowings": {
                        "title": "🔢 Max Following per profile",
                        "minimum": 1,
                        "maximum": 100000,
                        "type": "integer",
                        "description": "Hard cap on how many followings to fetch per profile.",
                        "default": 20
                    },
                    "auth_token": {
                        "title": "🔑 X auth_token cookie",
                        "type": "string",
                        "description": "Your X (Twitter) `auth_token` cookie from a logged-in browser session. Required — X's Followers/Following GraphQL endpoints reject anonymous traffic.\n\n👉 How to find it: open x.com → DevTools → Application → Cookies → copy the value of `auth_token`."
                    },
                    "ct0": {
                        "title": "🔑 X ct0 (CSRF) cookie",
                        "type": "string",
                        "description": "Your X (Twitter) `ct0` cookie from the same session as `auth_token`. Used as the `x-csrf-token` header."
                    },
                    "proxyConfiguration": {
                        "title": "🌐 Proxy Configuration",
                        "type": "object",
                        "description": "Default = **no proxy**. If X blocks the run, the actor automatically escalates: Direct → Datacenter → Residential (3 retries on residential). Override only if you have a specific reason — the actor handles blocks for you.",
                        "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```