Query the Telegram data to get insights into user behavior and needs.

Work in progress, so might take up to 20-30 seconds to respond.

Args:
    query (str): The question to ask the LLM
    period (QueryPeriod): The time period to query

Returns:
    dict: The response from the LLM

Telegram Data Query

Location

Message

Error Type

ValidationError

TelegramDataQueryInput

HTTPValidationError

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**Description:** Retrieves new and active users count based on the specified mode, start and end dates.

**Note:** If you struggle to figure out the segments, please check out the helper function - `get_segment_definition`.

**Parameters:**
- `api_key`: API key (https://app.telemetree.io/settings/project)
- `group_by`: List of fields to group by
- `period`: The start and end dates
- `filters`: List of filters in Amplitude-like format

**Returns:**
- `UserCountResponse`: The transformed user count data.

**Raises:**
- `HTTPException`: If an error occurs during the retrieval process.

Get New And Active Users Count

**Description:** Retrieves user information based on the specified filters.

**Parameters:**
- `language`: The language. Use country code (ex: 'en', 'ru', 'es', etc.)
- `utm`: The start parameter
- `is_premium`: Whether the user is premium
- `country`: The country
- `city`: The city
- `wallet_connected`: Whether the user has a wallet connected
- `wallet_address`: The wallet address
- `wallet_balance`: The wallet balance
- `wallet_volume`: The wallet volume
- `wallet_provider`: The wallet provider
- `sort_by`: The field to sort by
- `sort_order`: The order to sort by
- `limit`: The number of items per page
- `offset`: The number of items to skip

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `UserSegmentationResponse`: The response containing the user segmentation data. It contains the following fields:
    - `data`: The list of user segmentation entries. It contains the following fields:
        - `telegram_id`: The Telegram ID of the user.
        - `language`: The language of the user. Defaults to None.
        - `utm`: The start parameter of the user. Defaults to None.
        - `is_premium`: Whether the user is premium. Defaults to False.
        - `first_active_at`: The first active date of the user.
        - `country`: The country of the user. Defaults to None.
        - `city`: The city of the user. Defaults to None.
        - `total_events`: The total number of events from the user in your application.
        - `total_sessions`: The total number of sessions from the user in your application.
        - `address`: The wallet address of the user. Defaults to None.
        - `provider`: The wallet provider of the user. Defaults to None.
        - `curr_balance`: The current balance of the user's wallet. Defaults to 0.
        - `curr_volume`: The current volume of the user's wallet. Defaults to 0.
    - `limit`: The number of items per page.
    - `offset`: The number of items to skip.
    - `status_code`: The status code of the response.
    - `message`: The message of the response.

**Raises:**
- `HTTPException`: If an error occurs during the retrieval process.

Get User Segmentation

**Description:** Retrieves the total number of users for a particular property.

**Parameters:**
- `period`: The start and end dates in the format `YYYYMMDD`
- `aggregation_param`: The property to aggregate by. Can be: `language`, `is_premium`, `os`, `brand`, `country`, `start_parameter`
- `returned_values_limit`: The number of items per page. Defaults to 20. Max 100.

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

Get User Aggregated Segmentation

**Description:** This endpoint takes event name and filters and returns the users that match the specified filters.

**Parameters:**
- `period`: The start and end dates. If not provided, the last 30 days will be used.
- `event_name`: The event name. This is the name of the event that you want to segment.
- `language`: The language. Use country code (ex: 'en', 'ru', 'es', etc.)
- `is_premium`: Whether the user is premium
- `model`: The model of the device that the user is using
- `os`: The operating system of the device that the user is using
- `total_sessions`: Filter on the minimum number of sessions
- `total_events`: Filter on the minimum number of events
- `limit`: The number of items per page (max 100)
- `offset`: The number of items to skip (default 0)

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `UserEventSegmentationResponse`: The response containing the user event segmentation data. It contains the following fields:
    - `data`: The list of user event segmentation entries. It contains the following fields:
        - `telegram_id`: The Telegram ID of the user.
        - `language`: The language of the user. Defaults to None.
        - `is_premium`: Whether the user is premium. Defaults to False.
        - `model`: The model of the user. Defaults to None.
        - `os`: The operating system of the user. Defaults to None.
        - `country`: The country of the user. Defaults to None.
        - `total_sessions`: The total number of sessions of the user.
        - `total_events`: The total number of events of the user.
        - `last_active_at`: The last active date of the user.

Get User Event Segmentation

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `JSONResponse`: The response containing the realtime users data.

**Raises:**
- `HTTPException`: If an error occurs while fetching or transforming the data.

Get Realtime Users

**Description:** Retrieves the user info based on the specified user ID.

**Parameters:**
- `user_id`: User ID (Telegram ID)

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `FilteredUser`: The user info.

**Raises:**
- `HTTPException`: If an error occurs during the retrieval process.

Get User Info

**Description:** Retrieves the segment definition based on the specified properties, operator, and values.

**Parameters:**
- `props`: The property
- `op`: The operator
- `values`: The values

**Returns:**
- `str`: The segment definition.

Get Segment Definition

**Description:** Retrieves session length distribution based on the specified start and end dates.

**Parameters:**
- `period`: The start and end dates
- `filters`: List of filters in Amplitude-like format

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `SessionLengthResponse`: The transformed session length distribution data.

**Raises:**
- `HTTPException`: If an error occurs during the retrieval process.

Get Session Length Distribution

**Description:** Retrieves average session length based on the specified start and end dates.

**Parameters:**
- `period`: The start and end dates

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `AverageSessionLengthResponse`: The transformed average session length data.

**Raises:**
- `HTTPException`: If an error occurs during the retrieval process.

Get Average Session Length

**Description:** Retrieves average number of sessions per user based on the specified start and end dates.

**Parameters:**
- `period`: The start and end dates

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `AverageSessionsPerUserResponse`: The transformed average number of sessions per user data.

**Raises:**
- `HTTPException`: If an error occurs during the retrieval process.

Get Average Number Of Sessions Per User

**Description:** Retrieves events segmentation based on the specified start and end dates.

**Parameters:**
- `period`: The start and end dates
- event (str): The event
- `mode`: The mode
- `filters`: List of filters in Amplitude-like format
- `group_by`: The group by

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `EventSegmentationResponse`: The transformed events segmentation data.

**Raises:**
- `HTTPException`: If an error occurs during the retrieval process.

Get Events Segmentation

**Parameters:**
- `period`: The start and end dates

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `EventListModel`: The list of events.

Most Popular Events For The Selected Period

**Description:** Retrieves funnel data based on the specified events, start and end dates,
and filters.

**Parameters:**
- `events`: List of events
- `filters`: List of filters in Amplitude-like format
- `group_by`: List of fields to group by
- `period`: The start and end dates

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `FunnelAnalysisResponse`: The transformed funnel data.

**Raises:**
- `HTTPException`: If an error occurs during the retrieval process.

Get Funnel Analysis

**Description:** Retrieves retention analysis based on the specified start and end dates.

**Parameters:**
- `period`: The start and end dates

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `RetentionAnalysisResponse`: The transformed retention analysis data.

**Raises:**
- `HTTPException`: If an error occurs during the retrieval process.

Get Retention Analysis

**Description:** Retrieves the monthly active users based on the specified limit and offset.

**Parameters:**
- `limit`: The number of items to return
- `offset`: The number of items to skip

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `MonthlyActiveUsersResponse`: The response containing the monthly active users.

**Raises:**
- `HTTPException`: If an error occurs during the process.

Monthly Active Users

**Description:** Retrieves the monthly active users overview.

**Parameters:**
- `limit`: The number of items to return
- `offset`: The number of items to skip

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `AppMonthlyActiveUsersResponse`: The response containing the monthly active users.

Monthly Active Users Overview

**Description:** Retrieves the monthly active users based on the specified handle.

**Parameters:**
- `handle`: The handle of the application (work both @handle and handle)

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

Monthly Active Users Based On Handle

**Description:** Retrieves the monthly active users timeseries based on the specified handle.

**Parameters:**
- `handle`: The handle of the application (**ensure it does not include @**)
- `days`: The number of days to return

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

Monthly Active Users Timeseries Based On Handle

**Enterprise API**

**Description:** Retrieves the available handles for the enterprise API in-depth analytics.

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `List[str]`: The list of available handles.

Application Handles

**Enterprise API**

**Description:** Retrieves the cumulative application info based on the specified handle.

**Parameters:**
- `handle`: The handle of the application (**ensure it does not include @**)

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `ApplicationInfoResponse`: The response containing the application info. It contains the following fields:
    - `data`: The application info with the following fields:
        - `premium_users`: The number of premium users.
        - `non_premium_users`: The number of non-premium users.
        - `zero_to_five_seconds`: The number of users who have 0-5 seconds of session length.
        - `five_to_ten_seconds`: The number of users who have 5-10 seconds of session length.
        - `eleven_to_sixty_seconds`: The number of users who have 11-60 seconds of session length.
        - `one_to_five_minutes`: The number of users who have 1-5 minutes of session length.
        - `five_plus_minutes`: The number of users who have 5+ minutes of session length.
    - `handle`: The handle of the application.
    - `status_code`: The status code of the response.
    - `message`: The message of the response.

Enterprise Handle

**Enterprise API**

**Description:** Retrieves the premium/non-premium users distribution based on the specified handle for the last 60 days.

**Parameters:**
- `handle`: The handle of the application (**ensure it does not include @**)

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `ApplicationPremiumTimeseriesResponse`: The response containing the premium/non-premium users distribution. It contains the following fields:
    - `data`: The list of premium/non-premium users distribution with the following fields:
        - `date`: The date of the distribution.
        - `premium_users`: The number of premium users.
        - `non_premium_users`: The number of non-premium users.
    - `handle`: The handle of the application.
    - `status_code`: The status code of the response.
    - `message`: The message of the response.

Enterprise Premium Timeseries Distribution

**Enterprise API**

**Description:** Retrieves the session length distribution based on the specified handle for the last 60 days.

**Parameters:**
- `handle`: The handle of the application (**ensure it does not include @**)

**Header**
- `x-api-key`: Your API Key (Dashboard->Settings)

**Returns:**
- `ApplicationSessionLengthTimeseriesResponse`: The response containing the session length distribution. It contains the following fields:
    - `data`: The list of session length distribution with the following fields:
        - `date`: The date of the distribution.
        - `zero_to_five_seconds`: The number of users who have 0-5 seconds of session length.
        - `five_to_ten_seconds`: The number of users who have 5-10 seconds of session length.
        - `eleven_to_sixty_seconds`: The number of users who have 11-60 seconds of session length.
        - `one_to_five_minutes`: The number of users who have 1-5 minutes of session length.
        - `five_plus_minutes`: The number of users who have 5+ minutes of session length.
    - `handle`: The handle of the application.
    - `status_code`: The status code of the response.
    - `message`: The message of the response.

Enterprise Session Length Distribution

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Telemetree is a comprehensive free analytics tool designed specifically for **Telegram Mini Apps**.  With our SDKs, developers, marketers, and product managers can easily track and optimize user engagement,  making data-driven decisions to boost user acquisition and retention.  Telemetree simplifies **Analytics for Telegram Mini Apps** by delivering insights into user behaviors,  acquisition channels, and in-app interactions.

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Telegram Data Query

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