# 🐦 Twitter (X) Search Scraper (`scraper-engine/twitter-search-scraper`) Actor

🐦 Twitter (X) Search Scraper by twitter-search-scraper pulls real-time results from X search queries—tweets, authors, timestamps & engagement. 🔎 Fast, efficient scraping for brand monitoring, competitor insights, sentiment & lead research. 🚀

- **URL**: https://apify.com/scraper-engine/twitter-search-scraper.md
- **Developed by:** [Scraper Engine](https://apify.com/scraper-engine) (community)
- **Categories:** Social media, Lead generation, Developer tools
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.99 / 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) Search Scraper

Extract clean, structured tweets from **X (formerly Twitter) search results** at scale — no Twitter API key, no developer account, no fuss. Feed it plain keywords or full **advanced-search operators** and get back tweet text, media, engagement stats, links, and the full author profile.

> Built for marketers, researchers, journalists, and data teams who need reliable Twitter/X search data in JSON, CSV, or Excel.

---

### ✨ Why choose this scraper?

- 🧠 **Advanced search, simplified** — every X operator (`from:`, `to:`, `filter:`, `since:`, `min_faves:`, `lang:`, `near:` …) is exposed as a friendly checkbox or field.
- 🛰️ **Self-healing proxy ladder** — starts with no proxy and automatically escalates to **datacenter → residential** the moment X rate-limits you, then sticks with what works. No babysitting.
- 💾 **Live results** — tweets stream into your dataset as they're found, so a long run never loses data.
- 👤 **Rich author data** — optionally attach full profile info (followers, bio, location, join date) to every tweet.
- 💬 **Reply threads** — pull replies up to 20 levels deep.
- 📊 **Per-section output** — results are grouped per search query in the key-value store *and* tagged with a `searchQuery` column in the dataset table.

---

### 🔑 Key Features

| Feature | Description |
|--------|-------------|
| 🔎 Bulk queries | Search many terms in one run — each is collected separately. |
| 🔢 Tweet limit | Cap the number of tweets per query. |
| 📅 Date filters | `since` / `until`, absolute (`2026-01-01`) or relative (`2 days`, `1 month`). |
| 📈 Engagement filters | Minimum replies / retweets / likes. |
| 👥 Account filters | From / to / mentioning specific accounts. |
| ✅🚫 Include & exclude | Media, images, videos, news, verified, links, quotes, replies… |
| 🌍 Language | Restrict to any of 40+ languages. |
| 💬 Replies | Recursive reply scraping, depth 0–20. |

---

### 📥 Input

```json
{
  "searchQueries": ["web scraping", "from:openai filter:videos"],
  "tweetsDesired": 100,
  "repliesDepth": 0,
  "includeUserInfo": true,
  "since": "2026-01-01",
  "minLikes": 10,
  "language": "en",
  "authToken": "YOUR_X_AUTH_TOKEN_COOKIE",
  "csrfToken": "YOUR_X_CT0_COOKIE",
  "proxyConfiguration": { "useApifyProxy": false }
}
````

| Field | Type | Description |
|-------|------|-------------|
| `searchQueries` | array | One or more search terms (plain or advanced syntax). **Bulk input.** |
| `tweetsDesired` | integer | Max tweets per query (default 100). |
| `repliesDepth` | integer | 0 = none, 1 = direct replies, 2 = replies of replies… (max 20). |
| `includeUserInfo` | boolean | Attach the author profile to every tweet. |
| `since` / `until` | string | Date window — `YYYY-MM-DD` or relative (`1 month`). |
| `minReplies` / `minRetweets` / `minLikes` | integer | Engagement floors. |
| `fromTheseAccounts` / `toTheseAccounts` / `mentioningTheseAccounts` | array | Account filters. |
| `media`, `images`, `videos`, `verified`, … | boolean | Include-only filters. |
| `excludeMedia`, `excludeImages`, … | boolean | Exclusion filters. |
| `language` | string | Language code or `any`. |
| `near` | string | Search near a location. |
| `textLengthLessThan` | integer | Keep only short tweets. |
| `authToken` / `csrfToken` | string | **Required.** Your X `auth_token` and `ct0` cookies from a logged-in session. |
| `proxyConfiguration` | object | Proxy settings (see below). |

***

### 📤 Output

Each dataset item is one tweet:

```json
{
  "id": "2058075699500720183",
  "url": "https://x.com/InduTripat82427/status/2058075699500720183",
  "verified": true,
  "username": "@InduTripat82427",
  "fullname": "Indu Tripathi",
  "avatar": "https://pbs.twimg.com/profile_images/.../AQwwYH26.jpg",
  "images": ["https://pbs.twimg.com/amplify_video_thumb/.../img.jpg"],
  "timestamp": "2026-05-23T06:40:58.000Z",
  "text": "Web scraping just leveled up …",
  "links": [],
  "isQuote": false,
  "isRetweet": false,
  "isReply": false,
  "likes": 370,
  "replies": 30,
  "retweets": 83,
  "quotes": 0,
  "searchQuery": "web scraping",
  "media": [{ "type": "video", "url": "https://video.twimg.com/.../m5SKxpYgRo8oG8ah.mp4" }],
  "tweetUserId": "1993005544400207878",
  "user": {
    "userId": "1993005544400207878",
    "username": "InduTripat82427",
    "userFullName": "Indu Tripathi",
    "description": "AI & Tech Influencer …",
    "location": "MP",
    "website": "https://ai-for-gods.beehiiv.com/",
    "joinDate": "2025-11-24T17:15:40.000Z",
    "verified": true,
    "totalLikes": 1939,
    "totalTweets": 3339,
    "totalFollowing": 45,
    "totalFollowers": 16858,
    "totalMediaCount": 639,
    "url": "https://x.com/InduTripat82427"
  }
}
```

**Per-section output:** the dataset has a `searchQuery` column so you can split by query, and the key-value store holds a grouped `OUTPUT` (`{ "query": [ …tweets ] }`) plus one `tweets_<query>` snapshot per search.

When `repliesDepth > 0`, each tweet additionally carries a nested `replies` array of the same shape.

***

### 🛰️ Proxy configuration

The scraper uses a **smart fallback ladder**:

1. 🌐 **No proxy (direct)** — fastest, tried first.
2. 🏢 **Datacenter proxy** — used automatically if X blocks the direct connection.
3. 🏠 **Residential proxy** — final fallback, retried up to 3 times; once reached it stays for the rest of the run.

Every escalation is logged. For large runs, pick **RESIDENTIAL** in the proxy field to start there immediately.

***

### 🚀 How to Use (Apify Console)

1. Log in at [console.apify.com](https://console.apify.com) → **Actors**.
2. Open **Twitter (X) Search Scraper**.
3. Enter your **search queries** and tweak filters / proxy.
4. Click **Start**.
5. Watch the live log fill up with collected tweets.
6. Open the **Output** tab and export to **JSON / CSV / Excel**.

### 🤖 Use via API

```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 '{"searchQueries":["web scraping"],"tweetsDesired":50}'
```

***

### 💳 Pricing

This actor uses the **pay-per-event** model with a single primary event:

- **`row_result`** — billed once per tweet returned in your dataset.

You only pay for the data you receive. Platform start-up time is covered by the synthetic `apify-actor-start` event.

***

### ❓ FAQ

**Do I need a Twitter/X API key?** No. The scraper works against X's public web search.

**Why do some runs switch to a residential proxy?** X aggressively rate-limits datacenter IPs. The actor detects this and escalates automatically so your run keeps going.

**Can I scrape replies?** Yes — set `repliesDepth` to 1 or higher (up to 20). Note this is much slower.

**Can I use my own account?** Yes — paste your `auth_token` and `ct0` cookies in the Authentication section.

***

### ⚖️ Legal & responsible use

- Only **publicly available** data is collected.
- You are responsible for complying with X's Terms of Service and applicable laws (GDPR, CCPA, etc.).
- Do not use scraped data for spam or harassment.

### 🛟 Support

Found a bug or need a new field? Open an issue on the actor's **Issues** tab — real answers, fast.

# Actor input Schema

## `searchQueries` (type: `array`):

One or more search terms (bulk supported). Each line is searched separately. Plain text or X advanced-search syntax both work, e.g. <code>ai agents</code> or <code>from:openai filter:videos</code>.

## `tweetsDesired` (type: `integer`):

Maximum number of tweets to collect for each search query.

## `repliesDepth` (type: `integer`):

How many levels of replies to scrape. <b>0</b> = no replies, <b>1</b> = tweet + its direct replies, <b>2</b> = replies of replies, etc. Higher values are much slower.

## `includeUserInfo` (type: `boolean`):

Attach the full author profile (followers, bio, location, join date, …) to every tweet. Slightly slower but far richer data.

## `authToken` (type: `string`):

Paste your X <code>auth\_token</code> cookie (from a logged-in browser session) so the scraper uses your session.

## `csrfToken` (type: `string`):

Paste your X <code>ct0</code> (CSRF) cookie that matches the auth\_token above.

## `since` (type: `string`):

Oldest date to include, format <code>YYYY-MM-DD</code>. Relative values like <code>1 month</code> or <code>2 days</code> also work.

## `until` (type: `string`):

Newest date to include, format <code>YYYY-MM-DD</code>. Relative values like <code>1 month</code> also work.

## `minReplies` (type: `integer`):

Only keep tweets with at least this many replies.

## `minRetweets` (type: `integer`):

Only keep tweets with at least this many retweets.

## `minLikes` (type: `integer`):

Only keep tweets with at least this many likes.

## `fromTheseAccounts` (type: `array`):

Only tweets authored by these usernames (with or without @).

## `toTheseAccounts` (type: `array`):

Only tweets that are replies to these usernames.

## `mentioningTheseAccounts` (type: `array`):

Only tweets that mention these usernames.

## `nativeRetweets` (type: `boolean`):

Include only native retweets (retweets without comment).

## `media` (type: `boolean`):

Include only tweets that contain media (images, videos, gifs).

## `images` (type: `boolean`):

Include only tweets that contain images.

## `videos` (type: `boolean`):

Include only tweets that contain videos.

## `news` (type: `boolean`):

Include only tweets that contain news links.

## `verified` (type: `boolean`):

Include only tweets from verified accounts.

## `nativeVideo` (type: `boolean`):

Include only tweets that contain native video.

## `replies` (type: `boolean`):

Include only tweets that are replies.

## `links` (type: `boolean`):

Include only tweets that contain links.

## `safe` (type: `boolean`):

Include only tweets marked as potentially sensitive.

## `quote` (type: `boolean`):

Include only tweets that quote other tweets.

## `proVideo` (type: `boolean`):

Include only tweets that contain pro video.

## `excludeNativeRetweets` (type: `boolean`):

Exclude native retweets from the results.

## `excludeMedia` (type: `boolean`):

Exclude tweets that contain media.

## `excludeImages` (type: `boolean`):

Exclude tweets that contain images.

## `excludeVideos` (type: `boolean`):

Exclude tweets that contain videos.

## `excludeNews` (type: `boolean`):

Exclude tweets that contain news links.

## `excludeVerified` (type: `boolean`):

Exclude tweets from verified accounts.

## `excludeNativeVideo` (type: `boolean`):

Exclude tweets that contain native video.

## `excludeReplies` (type: `boolean`):

Exclude tweets that are replies.

## `excludeLinks` (type: `boolean`):

Exclude tweets that contain links.

## `excludeSafe` (type: `boolean`):

Exclude tweets marked as potentially sensitive.

## `excludeQuote` (type: `boolean`):

Exclude tweets that quote other tweets.

## `excludeProVideo` (type: `boolean`):

Exclude tweets that contain pro video.

## `language` (type: `string`):

Restrict results to a single language.

## `near` (type: `string`):

Search near a location (e.g. a city name).

## `textLengthLessThan` (type: `integer`):

Keep only tweets whose text is shorter than this many characters.

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

By default the scraper runs with no proxy and automatically falls back to a datacenter, then a residential proxy if X blocks the connection. Pick RESIDENTIAL here to start (and stay) on residential immediately — recommended for large runs.

## Actor input object example

```json
{
  "searchQueries": [
    "web scraping"
  ],
  "tweetsDesired": 10,
  "repliesDepth": 0,
  "includeUserInfo": true,
  "minReplies": 0,
  "minRetweets": 0,
  "minLikes": 0,
  "fromTheseAccounts": [],
  "toTheseAccounts": [],
  "mentioningTheseAccounts": [],
  "nativeRetweets": false,
  "media": false,
  "images": false,
  "videos": false,
  "news": false,
  "verified": false,
  "nativeVideo": false,
  "replies": false,
  "links": false,
  "safe": false,
  "quote": false,
  "proVideo": false,
  "excludeNativeRetweets": false,
  "excludeMedia": false,
  "excludeImages": false,
  "excludeVideos": false,
  "excludeNews": false,
  "excludeVerified": false,
  "excludeNativeVideo": false,
  "excludeReplies": false,
  "excludeLinks": false,
  "excludeSafe": false,
  "excludeQuote": false,
  "excludeProVideo": false,
  "language": "any",
  "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 = {
    "searchQueries": [
        "web scraping"
    ],
    "tweetsDesired": 10,
    "since": "",
    "until": "",
    "language": "any",
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("scraper-engine/twitter-search-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 = {
    "searchQueries": ["web scraping"],
    "tweetsDesired": 10,
    "since": "",
    "until": "",
    "language": "any",
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("scraper-engine/twitter-search-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 '{
  "searchQueries": [
    "web scraping"
  ],
  "tweetsDesired": 10,
  "since": "",
  "until": "",
  "language": "any",
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call scraper-engine/twitter-search-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "🐦 Twitter (X) Search Scraper",
        "description": "🐦 Twitter (X) Search Scraper by twitter-search-scraper pulls real-time results from X search queries—tweets, authors, timestamps & engagement. 🔎 Fast, efficient scraping for brand monitoring, competitor insights, sentiment & lead research. 🚀",
        "version": "0.1",
        "x-build-id": "GkBfADk8eN3MrErM0"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scraper-engine~twitter-search-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scraper-engine-twitter-search-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scraper-engine~twitter-search-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scraper-engine-twitter-search-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scraper-engine~twitter-search-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scraper-engine-twitter-search-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "authToken",
                    "csrfToken"
                ],
                "properties": {
                    "searchQueries": {
                        "title": "🔎 Search queries",
                        "type": "array",
                        "description": "One or more search terms (bulk supported). Each line is searched separately. Plain text or X advanced-search syntax both work, e.g. <code>ai agents</code> or <code>from:openai filter:videos</code>.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "tweetsDesired": {
                        "title": "🔢 Max tweets per query",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Maximum number of tweets to collect for each search query.",
                        "default": 10
                    },
                    "repliesDepth": {
                        "title": "💬 Replies depth",
                        "minimum": 0,
                        "maximum": 20,
                        "type": "integer",
                        "description": "How many levels of replies to scrape. <b>0</b> = no replies, <b>1</b> = tweet + its direct replies, <b>2</b> = replies of replies, etc. Higher values are much slower.",
                        "default": 0
                    },
                    "includeUserInfo": {
                        "title": "👤 Include author profile in every tweet",
                        "type": "boolean",
                        "description": "Attach the full author profile (followers, bio, location, join date, …) to every tweet. Slightly slower but far richer data.",
                        "default": true
                    },
                    "authToken": {
                        "title": "🔑 X auth_token cookie (required)",
                        "type": "string",
                        "description": "Paste your X <code>auth_token</code> cookie (from a logged-in browser session) so the scraper uses your session."
                    },
                    "csrfToken": {
                        "title": "🔑 X ct0 cookie (required)",
                        "type": "string",
                        "description": "Paste your X <code>ct0</code> (CSRF) cookie that matches the auth_token above."
                    },
                    "since": {
                        "title": "📅 Tweets newer than (since)",
                        "pattern": "^$|^(\\d{4})-(0[1-9]|1[0-2])-(0[1-9]|[12]\\d|3[01])$|^(\\d+)\\s*(day|week|month|year)s?$",
                        "type": "string",
                        "description": "Oldest date to include, format <code>YYYY-MM-DD</code>. Relative values like <code>1 month</code> or <code>2 days</code> also work."
                    },
                    "until": {
                        "title": "📅 Tweets older than (until)",
                        "pattern": "^$|^(\\d{4})-(0[1-9]|1[0-2])-(0[1-9]|[12]\\d|3[01])$|^(\\d+)\\s*(day|week|month|year)s?$",
                        "type": "string",
                        "description": "Newest date to include, format <code>YYYY-MM-DD</code>. Relative values like <code>1 month</code> also work."
                    },
                    "minReplies": {
                        "title": "↩️ Minimum replies",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only keep tweets with at least this many replies.",
                        "default": 0
                    },
                    "minRetweets": {
                        "title": "🔁 Minimum retweets",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only keep tweets with at least this many retweets.",
                        "default": 0
                    },
                    "minLikes": {
                        "title": "❤️ Minimum likes",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only keep tweets with at least this many likes.",
                        "default": 0
                    },
                    "fromTheseAccounts": {
                        "title": "📤 From these accounts",
                        "type": "array",
                        "description": "Only tweets authored by these usernames (with or without @).",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "toTheseAccounts": {
                        "title": "📥 To these accounts",
                        "type": "array",
                        "description": "Only tweets that are replies to these usernames.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "mentioningTheseAccounts": {
                        "title": "📣 Mentioning these accounts",
                        "type": "array",
                        "description": "Only tweets that mention these usernames.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "nativeRetweets": {
                        "title": "🔁 Only native retweets",
                        "type": "boolean",
                        "description": "Include only native retweets (retweets without comment).",
                        "default": false
                    },
                    "media": {
                        "title": "🖼️ Only tweets with media",
                        "type": "boolean",
                        "description": "Include only tweets that contain media (images, videos, gifs).",
                        "default": false
                    },
                    "images": {
                        "title": "🌅 Only tweets with images",
                        "type": "boolean",
                        "description": "Include only tweets that contain images.",
                        "default": false
                    },
                    "videos": {
                        "title": "🎬 Only tweets with videos",
                        "type": "boolean",
                        "description": "Include only tweets that contain videos.",
                        "default": false
                    },
                    "news": {
                        "title": "📰 Only tweets with news",
                        "type": "boolean",
                        "description": "Include only tweets that contain news links.",
                        "default": false
                    },
                    "verified": {
                        "title": "✔️ Only from verified users",
                        "type": "boolean",
                        "description": "Include only tweets from verified accounts.",
                        "default": false
                    },
                    "nativeVideo": {
                        "title": "📹 Only tweets with native video",
                        "type": "boolean",
                        "description": "Include only tweets that contain native video.",
                        "default": false
                    },
                    "replies": {
                        "title": "↩️ Only replies",
                        "type": "boolean",
                        "description": "Include only tweets that are replies.",
                        "default": false
                    },
                    "links": {
                        "title": "🔗 Only tweets with links",
                        "type": "boolean",
                        "description": "Include only tweets that contain links.",
                        "default": false
                    },
                    "safe": {
                        "title": "⚠️ Only sensitive-marked tweets",
                        "type": "boolean",
                        "description": "Include only tweets marked as potentially sensitive.",
                        "default": false
                    },
                    "quote": {
                        "title": "💬 Only quote tweets",
                        "type": "boolean",
                        "description": "Include only tweets that quote other tweets.",
                        "default": false
                    },
                    "proVideo": {
                        "title": "🎥 Only tweets with pro video",
                        "type": "boolean",
                        "description": "Include only tweets that contain pro video.",
                        "default": false
                    },
                    "excludeNativeRetweets": {
                        "title": "🚫🔁 Exclude native retweets",
                        "type": "boolean",
                        "description": "Exclude native retweets from the results.",
                        "default": false
                    },
                    "excludeMedia": {
                        "title": "🚫🖼️ Exclude tweets with media",
                        "type": "boolean",
                        "description": "Exclude tweets that contain media.",
                        "default": false
                    },
                    "excludeImages": {
                        "title": "🚫🌅 Exclude tweets with images",
                        "type": "boolean",
                        "description": "Exclude tweets that contain images.",
                        "default": false
                    },
                    "excludeVideos": {
                        "title": "🚫🎬 Exclude tweets with videos",
                        "type": "boolean",
                        "description": "Exclude tweets that contain videos.",
                        "default": false
                    },
                    "excludeNews": {
                        "title": "🚫📰 Exclude tweets with news",
                        "type": "boolean",
                        "description": "Exclude tweets that contain news links.",
                        "default": false
                    },
                    "excludeVerified": {
                        "title": "🚫✔️ Exclude verified users",
                        "type": "boolean",
                        "description": "Exclude tweets from verified accounts.",
                        "default": false
                    },
                    "excludeNativeVideo": {
                        "title": "🚫📹 Exclude native video",
                        "type": "boolean",
                        "description": "Exclude tweets that contain native video.",
                        "default": false
                    },
                    "excludeReplies": {
                        "title": "🚫↩️ Exclude replies",
                        "type": "boolean",
                        "description": "Exclude tweets that are replies.",
                        "default": false
                    },
                    "excludeLinks": {
                        "title": "🚫🔗 Exclude tweets with links",
                        "type": "boolean",
                        "description": "Exclude tweets that contain links.",
                        "default": false
                    },
                    "excludeSafe": {
                        "title": "🚫⚠️ Exclude sensitive-marked tweets",
                        "type": "boolean",
                        "description": "Exclude tweets marked as potentially sensitive.",
                        "default": false
                    },
                    "excludeQuote": {
                        "title": "🚫💬 Exclude quote tweets",
                        "type": "boolean",
                        "description": "Exclude tweets that quote other tweets.",
                        "default": false
                    },
                    "excludeProVideo": {
                        "title": "🚫🎥 Exclude pro video",
                        "type": "boolean",
                        "description": "Exclude tweets that contain pro video.",
                        "default": false
                    },
                    "language": {
                        "title": "🌍 Tweet language",
                        "enum": [
                            "any",
                            "ar",
                            "bn",
                            "bg",
                            "ca",
                            "hr",
                            "cs",
                            "da",
                            "nl",
                            "en",
                            "fi",
                            "fr",
                            "de",
                            "el",
                            "gu",
                            "he",
                            "hi",
                            "hu",
                            "id",
                            "it",
                            "ja",
                            "kn",
                            "ko",
                            "mr",
                            "no",
                            "fa",
                            "pl",
                            "pt",
                            "ro",
                            "ru",
                            "sr",
                            "zh-cn",
                            "sk",
                            "sl",
                            "es",
                            "sv",
                            "ta",
                            "th",
                            "zh-tw",
                            "tr",
                            "uk",
                            "ur",
                            "vi"
                        ],
                        "type": "string",
                        "description": "Restrict results to a single language.",
                        "default": "any"
                    },
                    "near": {
                        "title": "📍 Near location",
                        "type": "string",
                        "description": "Search near a location (e.g. a city name)."
                    },
                    "textLengthLessThan": {
                        "title": "✂️ Text length less than",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Keep only tweets whose text is shorter than this many characters."
                    },
                    "proxyConfiguration": {
                        "title": "🛰️ Proxy configuration",
                        "type": "object",
                        "description": "By default the scraper runs with no proxy and automatically falls back to a datacenter, then a residential proxy if X blocks the connection. Pick RESIDENTIAL here to start (and stay) on residential immediately — recommended for large runs.",
                        "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
