Spaces:
Sleeping
Sleeping
Add comprehensive API documentation with all endpoints and examples
Browse files
README.md
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title: Pytrends
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emoji:
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colorFrom: purple
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colorTo: blue
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sdk: docker
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short_description: Self-hosted pytrends API for Google Trends data via HTTP
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---
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|
| 1 |
---
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| 2 |
+
title: Pytrends API
|
| 3 |
+
emoji: π
|
| 4 |
colorFrom: purple
|
| 5 |
colorTo: blue
|
| 6 |
sdk: docker
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|
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|
| 8 |
short_description: Self-hosted pytrends API for Google Trends data via HTTP
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| 9 |
---
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+
# PyTrends HTTP API
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A self-hosted REST API for Google Trends data powered by [pytrends](https://github.com/GeneralMills/pytrends). Get trend data, regional interest, trending searches, and related queries programmatically via simple HTTP endpoints.
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## π Features
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- β
**5 REST Endpoints** - Comprehensive Google Trends data access
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- β
**Multiple Keywords** - Search for trends across multiple keywords simultaneously
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- β
**Geographic Filtering** - Get data for specific countries or regions
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- β
**Time Range Selection** - Choose from various timeframes
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- β
**JSON Responses** - Easy integration with automation platforms
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- β
**Self-Hosted** - Run on your own infrastructure
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- β
**Make.com & n8n Ready** - Built for automation workflows
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- β
**Docker Deployed** - Containerized on Hugging Face Spaces
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## π API Endpoints
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### 1. Health Check
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**Endpoint:** `GET /health`
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Check if the API is running and healthy.
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**Response:**
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```json
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{
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"status": "healthy"
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}
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```
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---
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### 2. Root Endpoint
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**Endpoint:** `GET /`
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Get information about available endpoints.
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**Response:**
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```json
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{
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"message": "PyTrends API",
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"endpoints": {
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"/interest_over_time": "Get interest over time for keywords",
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"/interest_by_region": "Get interest by region for keywords",
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"/trending_searches": "Get trending searches for a country",
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"/related_queries": "Get related queries for keywords"
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}
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}
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```
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---
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### 3. Interest Over Time
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**Endpoint:** `GET /interest_over_time`
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Get search interest trends over time for specified keywords.
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**Parameters:**
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| Parameter | Type | Required | Description |
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|-----------|------|----------|-------------|
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| `kw` | string[] | Yes | Keywords to search (repeat parameter for multiple keywords) |
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| `timeframe` | string | No | Time range for data (Default: "today 5-y"). Examples: "today 1-m", "today 3-m", "today 1-y", "2020-01-01 2020-12-31" |
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| `geo` | string | No | Geographic location code (Empty = worldwide). Examples: "US", "IN", "GB", "DE" |
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| `gprop` | string | No | Google property filter (Empty = all). Options: "images", "news", "youtube", "shopping" |
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| `cat` | integer | No | Category ID (Default: 0 = all categories) |
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**Example Request:**
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```
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GET /interest_over_time?kw=bitcoin&kw=ethereum&timeframe=today%205-y&geo=US
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```
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**Response:**
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```json
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{
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"data": [
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{
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"date": "2020-01-04 00:00:00",
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"bitcoin": 41,
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"ethereum": 33
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},
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{
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"date": "2020-01-11 00:00:00",
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"bitcoin": 42,
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"ethereum": 33
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}
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],
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"keywords": ["bitcoin", "ethereum"],
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"timeframe": "today 5-y",
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"geo": "US"
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}
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```
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---
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### 4. Interest By Region
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**Endpoint:** `GET /interest_by_region`
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Get search interest distribution by geographic region.
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**Parameters:**
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| Parameter | Type | Required | Description |
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|-----------|------|----------|-------------|
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| `kw` | string[] | Yes | Keywords to search |
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| `timeframe` | string | No | Time range (Default: "today 5-y") |
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| `geo` | string | No | Geographic location (Empty = worldwide) |
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| `gprop` | string | No | Google property filter |
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| `resolution` | string | No | Resolution level (Default: "country"). Options: "country", "region", "metro", "city" |
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**Example Request:**
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```
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GET /interest_by_region?kw=python&resolution=country&timeframe=today%201-y
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```
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**Response:**
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```json
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{
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"data": [
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{
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"geoName": "India",
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"python": 100
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},
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{
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"geoName": "Pakistan",
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"python": 54
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},
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{
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"geoName": "Philippines",
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"python": 47
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}
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],
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"keywords": ["python"],
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"resolution": "country"
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}
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```
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---
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### 5. Trending Searches
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**Endpoint:** `GET /trending_searches`
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Get currently trending searches in a specific country.
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**Parameters:**
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| Parameter | Type | Required | Description |
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|-----------|------|----------|-------------|
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| `country` | string | No | Country code (Default: "united_states"). Examples: "united_states", "india", "united_kingdom", "canada" |
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**Supported Countries:**
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- united_states
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- india
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- united_kingdom
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- canada
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- australia
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- japan
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- germany
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- france
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- brazil
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- mexico
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- south_korea
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- and many more...
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**Example Request:**
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```
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GET /trending_searches?country=india
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```
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**Response:**
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```json
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{
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"trending": [
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"nykaa fashion",
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"maharashtra election results",
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"atal pension yojana",
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"deepika padukone",
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"india news"
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],
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"country": "india"
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}
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```
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---
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### 6. Related Queries
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**Endpoint:** `GET /related_queries`
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Get related search queries and their frequency for specified keywords.
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**Parameters:**
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| Parameter | Type | Required | Description |
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|-----------|------|----------|-------------|
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| `kw` | string[] | Yes | Keywords to search |
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| `timeframe` | string | No | Time range (Default: "today 5-y") |
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| `geo` | string | No | Geographic location (Empty = worldwide) |
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**Example Request:**
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```
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GET /related_queries?kw=machine%20learning&timeframe=today%203-m
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```
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**Response:**
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```json
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{
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"related_queries": {
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"machine learning": {
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"top": [
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{
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"query": "machine learning python",
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"value": 100
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},
|
| 225 |
+
{
|
| 226 |
+
"query": "machine learning course",
|
| 227 |
+
"value": 75
|
| 228 |
+
}
|
| 229 |
+
],
|
| 230 |
+
"rising": [
|
| 231 |
+
{
|
| 232 |
+
"query": "machine learning for beginners",
|
| 233 |
+
"value": 150
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"query": "machine learning with tensorflow",
|
| 237 |
+
"value": 130
|
| 238 |
+
}
|
| 239 |
+
]
|
| 240 |
+
}
|
| 241 |
+
},
|
| 242 |
+
"keywords": ["machine learning"]
|
| 243 |
+
}
|
| 244 |
+
```
|
| 245 |
+
|
| 246 |
+
---
|
| 247 |
+
|
| 248 |
+
## π Base URL
|
| 249 |
+
|
| 250 |
+
```
|
| 251 |
+
https://trymonolith-pytrends-api.hf.space
|
| 252 |
+
```
|
| 253 |
+
|
| 254 |
+
## π Usage Examples
|
| 255 |
+
|
| 256 |
+
### cURL
|
| 257 |
+
|
| 258 |
+
```bash
|
| 259 |
+
# Get interest over time
|
| 260 |
+
curl "https://trymonolith-pytrends-api.hf.space/interest_over_time?kw=python&kw=javascript&timeframe=today%201-y&geo=US"
|
| 261 |
+
|
| 262 |
+
# Get trending searches in India
|
| 263 |
+
curl "https://trymonolith-pytrends-api.hf.space/trending_searches?country=india"
|
| 264 |
+
|
| 265 |
+
# Get interest by region
|
| 266 |
+
curl "https://trymonolith-pytrends-api.hf.space/interest_by_region?kw=ai&resolution=country"
|
| 267 |
+
```
|
| 268 |
+
|
| 269 |
+
### Python
|
| 270 |
+
|
| 271 |
+
```python
|
| 272 |
+
import requests
|
| 273 |
+
|
| 274 |
+
base_url = "https://trymonolith-pytrends-api.hf.space"
|
| 275 |
+
|
| 276 |
+
# Get interest over time
|
| 277 |
+
response = requests.get(
|
| 278 |
+
f"{base_url}/interest_over_time",
|
| 279 |
+
params={
|
| 280 |
+
"kw": ["bitcoin", "ethereum"],
|
| 281 |
+
"timeframe": "today 5-y",
|
| 282 |
+
"geo": "US"
|
| 283 |
+
}
|
| 284 |
+
)
|
| 285 |
+
data = response.json()
|
| 286 |
+
print(data)
|
| 287 |
+
```
|
| 288 |
+
|
| 289 |
+
### JavaScript
|
| 290 |
+
|
| 291 |
+
```javascript
|
| 292 |
+
const baseUrl = "https://trymonolith-pytrends-api.hf.space";
|
| 293 |
+
|
| 294 |
+
// Get trending searches
|
| 295 |
+
fetch(`${baseUrl}/trending_searches?country=united_states`)
|
| 296 |
+
.then(response => response.json())
|
| 297 |
+
.then(data => console.log(data))
|
| 298 |
+
.catch(error => console.error("Error:", error));
|
| 299 |
+
```
|
| 300 |
+
|
| 301 |
+
---
|
| 302 |
+
|
| 303 |
+
## π€ Integration Guides
|
| 304 |
+
|
| 305 |
+
### Make.com
|
| 306 |
+
|
| 307 |
+
1. Add **HTTP > Make a request** module to your workflow
|
| 308 |
+
2. Set **Method:** GET
|
| 309 |
+
3. Set **URL:** `https://trymonolith-pytrends-api.hf.space/interest_over_time`
|
| 310 |
+
4. Add **Query parameters:**
|
| 311 |
+
- `kw`: bitcoin (repeat for multiple keywords)
|
| 312 |
+
- `timeframe`: today 5-y
|
| 313 |
+
- `geo`: US
|
| 314 |
+
5. Enable **Parse response** to auto-map JSON fields
|
| 315 |
+
6. Use output in downstream modules (Google Sheets, email, etc.)
|
| 316 |
+
|
| 317 |
+
### n8n
|
| 318 |
+
|
| 319 |
+
1. Add **HTTP Request** node
|
| 320 |
+
2. Set **Method:** GET
|
| 321 |
+
3. Set **URL:** `https://trymonolith-pytrends-api.hf.space/interest_by_region`
|
| 322 |
+
4. Go to **Params** tab and add:
|
| 323 |
+
- Key: `kw`, Value: `python`
|
| 324 |
+
- Key: `resolution`, Value: `country`
|
| 325 |
+
5. Click **Execute** to test
|
| 326 |
+
6. Connect to other nodes (e.g., Save to database, Send email)
|
| 327 |
+
|
| 328 |
+
### Zapier
|
| 329 |
+
|
| 330 |
+
1. Use **Webhooks by Zapier** β **Catch Raw Hook**
|
| 331 |
+
2. Or use **HTTP** action with GET method
|
| 332 |
+
3. URL: `https://trymonolith-pytrends-api.hf.space/trending_searches?country=india`
|
| 333 |
+
4. Parse JSON response and use in your Zap
|
| 334 |
+
|
| 335 |
+
---
|
| 336 |
+
|
| 337 |
+
## β±οΈ Uptime & Spindown
|
| 338 |
+
|
| 339 |
+
**Hardware:** CPU Basic (Free tier)
|
| 340 |
+
|
| 341 |
+
- **Active Duration:** Runs indefinitely as long as there are requests
|
| 342 |
+
- **Inactivity Timeout:** 48 hours
|
| 343 |
+
- **Automatic Restart:** Yes - Space restarts automatically when accessed after being paused
|
| 344 |
+
- **Startup Time:** ~30-60 seconds after restart
|
| 345 |
+
|
| 346 |
+
**Recommendation:** For production use with guaranteed uptime, upgrade to paid CPU hardware ($0.03/hour β $22/month).
|
| 347 |
+
|
| 348 |
+
---
|
| 349 |
+
|
| 350 |
+
## π HTTP Status Codes
|
| 351 |
+
|
| 352 |
+
| Code | Meaning | Description |
|
| 353 |
+
|------|---------|-------------|
|
| 354 |
+
| 200 | OK | Request successful, data returned |
|
| 355 |
+
| 400 | Bad Request | Invalid parameters or missing required fields |
|
| 356 |
+
| 500 | Internal Server Error | Server error processing your request |
|
| 357 |
+
|
| 358 |
+
---
|
| 359 |
+
|
| 360 |
+
## π§ Response Format
|
| 361 |
+
|
| 362 |
+
All endpoints return JSON responses. Successful responses include:
|
| 363 |
+
- `data` - Array of results or object containing data
|
| 364 |
+
- `keywords` - The keywords searched
|
| 365 |
+
- Additional metadata fields depending on endpoint
|
| 366 |
+
|
| 367 |
+
Error responses follow this format:
|
| 368 |
+
```json
|
| 369 |
+
{
|
| 370 |
+
"error": "Descriptive error message"
|
| 371 |
+
}
|
| 372 |
+
```
|
| 373 |
+
|
| 374 |
+
---
|
| 375 |
+
|
| 376 |
+
## π Timeframe Options
|
| 377 |
+
|
| 378 |
+
- `today 1-m` - Last 30 days
|
| 379 |
+
- `today 3-m` - Last 90 days
|
| 380 |
+
- `today 1-y` - Last year
|
| 381 |
+
- `today 5-y` - Last 5 years (default)
|
| 382 |
+
- `2020-01-01 2020-12-31` - Custom date range (YYYY-MM-DD format)
|
| 383 |
+
|
| 384 |
+
---
|
| 385 |
+
|
| 386 |
+
## π‘οΈ Rate Limiting
|
| 387 |
+
|
| 388 |
+
Currently, there are no rate limits implemented. However, pytrends may have requests throttled by Google at very high volumes.
|
| 389 |
+
|
| 390 |
+
---
|
| 391 |
+
|
| 392 |
+
## π Troubleshooting
|
| 393 |
+
|
| 394 |
+
### API Returns Empty Data
|
| 395 |
+
- Check that your keywords are spelled correctly
|
| 396 |
+
- Try with a longer timeframe
|
| 397 |
+
- Ensure the geographic location code is valid
|
| 398 |
+
|
| 399 |
+
### "Space Paused" Error
|
| 400 |
+
- The Space has been inactive for 48+ hours
|
| 401 |
+
- Make a simple request to `/health` to restart it
|
| 402 |
+
- Wait 30-60 seconds for startup
|
| 403 |
+
|
| 404 |
+
### Related Queries Endpoint Returns Partial Data
|
| 405 |
+
- Some keywords may not have related query data
|
| 406 |
+
- The endpoint returns data for keywords that have it
|
| 407 |
+
|
| 408 |
+
---
|
| 409 |
+
|
| 410 |
+
## π License
|
| 411 |
+
|
| 412 |
+
This project uses the [pytrends](https://github.com/GeneralMills/pytrends) library (MIT License).
|
| 413 |
+
|
| 414 |
+
---
|
| 415 |
+
|
| 416 |
+
## π Links
|
| 417 |
+
|
| 418 |
+
- **GitHub Repo:** Available in HF Spaces
|
| 419 |
+
- **PyTrends Library:** https://github.com/GeneralMills/pytrends
|
| 420 |
+
- **Hugging Face Spaces:** https://huggingface.co/spaces
|
| 421 |
+
|
| 422 |
+
---
|
| 423 |
+
|
| 424 |
+
## π Support
|
| 425 |
+
|
| 426 |
+
For issues or suggestions:
|
| 427 |
+
1. Check this documentation first
|
| 428 |
+
2. Review the API response errors
|
| 429 |
+
3. Verify your parameters are correct
|
| 430 |
+
4. Try with simpler keywords or timeframes
|