> ## Documentation Index > Fetch the complete documentation index at: https://docs.pinkfish.ai/llms.txt > Use this file to discover all available pages before exploring further. # twelvedata-indicators > Twelve Data Indicators - technical analysis indicators (SMA, EMA, RSI, MACD, and more) **Server path:** `/twelvedata-indicators` | **Type:** Application | **PCID required:** Yes ## Tools | Tool | Description | | --------------------------------------------------------------------------------------------------------- | ------------------------------------- | | [`twelvedata_indicators_get_time_series_ad`](#twelvedata_indicators_get_time_series_ad) | Accumulation/distribution | | [`twelvedata_indicators_get_time_series_adx`](#twelvedata_indicators_get_time_series_adx) | Average directional index | | [`twelvedata_indicators_get_time_series_aroon`](#twelvedata_indicators_get_time_series_aroon) | Aroon indicator | | [`twelvedata_indicators_get_time_series_atr`](#twelvedata_indicators_get_time_series_atr) | Average true range | | [`twelvedata_indicators_get_time_series_bbands`](#twelvedata_indicators_get_time_series_bbands) | Bollinger bands | | [`twelvedata_indicators_get_time_series_cci`](#twelvedata_indicators_get_time_series_cci) | Commodity channel index | | [`twelvedata_indicators_get_time_series_dema`](#twelvedata_indicators_get_time_series_dema) | Double exponential moving average | | [`twelvedata_indicators_get_time_series_ema`](#twelvedata_indicators_get_time_series_ema) | Exponential moving average | | [`twelvedata_indicators_get_time_series_ichimoku`](#twelvedata_indicators_get_time_series_ichimoku) | Ichimoku cloud | | [`twelvedata_indicators_get_time_series_kama`](#twelvedata_indicators_get_time_series_kama) | Kaufman adaptive moving average | | [`twelvedata_indicators_get_time_series_keltner`](#twelvedata_indicators_get_time_series_keltner) | Keltner channel | | [`twelvedata_indicators_get_time_series_ma`](#twelvedata_indicators_get_time_series_ma) | Moving average | | [`twelvedata_indicators_get_time_series_macd`](#twelvedata_indicators_get_time_series_macd) | Moving average convergence divergence | | [`twelvedata_indicators_get_time_series_mfi`](#twelvedata_indicators_get_time_series_mfi) | Money flow index | | [`twelvedata_indicators_get_time_series_mom`](#twelvedata_indicators_get_time_series_mom) | Momentum | | [`twelvedata_indicators_get_time_series_natr`](#twelvedata_indicators_get_time_series_natr) | Normalized average true range | | [`twelvedata_indicators_get_time_series_obv`](#twelvedata_indicators_get_time_series_obv) | On balance volume | | [`twelvedata_indicators_get_time_series_ppo`](#twelvedata_indicators_get_time_series_ppo) | Percentage price oscillator | | [`twelvedata_indicators_get_time_series_roc`](#twelvedata_indicators_get_time_series_roc) | Rate of change | | [`twelvedata_indicators_get_time_series_rsi`](#twelvedata_indicators_get_time_series_rsi) | Relative strength index | | [`twelvedata_indicators_get_time_series_sar`](#twelvedata_indicators_get_time_series_sar) | Parabolic stop and reverse | | [`twelvedata_indicators_get_time_series_sma`](#twelvedata_indicators_get_time_series_sma) | Simple moving average | | [`twelvedata_indicators_get_time_series_stoch`](#twelvedata_indicators_get_time_series_stoch) | Stochastic oscillator | | [`twelvedata_indicators_get_time_series_stoch_f`](#twelvedata_indicators_get_time_series_stoch_f) | Stochastic fast | | [`twelvedata_indicators_get_time_series_stoch_rsi`](#twelvedata_indicators_get_time_series_stoch_rsi) | Stochastic relative strength index | | [`twelvedata_indicators_get_time_series_super_trend`](#twelvedata_indicators_get_time_series_super_trend) | Supertrend | | [`twelvedata_indicators_get_time_series_tema`](#twelvedata_indicators_get_time_series_tema) | Triple exponential moving average | | [`twelvedata_indicators_get_time_series_vwap`](#twelvedata_indicators_get_time_series_vwap) | Volume weighted average price | | [`twelvedata_indicators_get_time_series_will_r`](#twelvedata_indicators_get_time_series_will_r) | Williams %R | | [`twelvedata_indicators_get_time_series_wma`](#twelvedata_indicators_get_time_series_wma) | Weighted moving average | *** ## twelvedata\_indicators\_get\_time\_series\_ad Accumulation/distribution **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_adx Average directional index **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_aroon Aroon indicator **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_atr Average true range **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_bbands Bollinger bands **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `sd` | number | No | — | Number of standard deviations. Must be at least `1` | | `ma_type` | string | No | — | The type of moving average used | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "sd": { "type": "number", "description": "Number of standard deviations. Must be at least `1`" }, "ma_type": { "type": "string", "description": "The type of moving average used", "enum": [ "SMA", "EMA", "WMA", "DEMA", "TEMA", "TRIMA", "KAMA", "MAMA", "T3MA" ] }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_cci Commodity channel index **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_dema Double exponential moving average **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_ema Exponential moving average **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_ichimoku Ichimoku cloud **Parameters:** | Parameter | Type | Required | Default | Description | | --------------------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `conversion_line_period` | integer | No | — | The time period used for generating the conversation line. Takes values in the range from `1` to `800` | | `base_line_period` | integer | No | — | The time period used for generating the base line. Takes values in the range from `1` to `800` | | `leading_span_b_period` | integer | No | — | The time period used for generating the leading span B line. Takes values in the range from `1` to `800` | | `lagging_span_period` | integer | No | — | The time period used for generating the lagging span line. Takes values in the range from `1` to `800` | | `include_ahead_span_period` | boolean | No | — | Indicates whether to include ahead span period | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "conversion_line_period": { "type": "integer", "description": "The time period used for generating the conversation line. Takes values in the range from `1` to `800`" }, "base_line_period": { "type": "integer", "description": "The time period used for generating the base line. Takes values in the range from `1` to `800`" }, "leading_span_b_period": { "type": "integer", "description": "The time period used for generating the leading span B line. Takes values in the range from `1` to `800`" }, "lagging_span_period": { "type": "integer", "description": "The time period used for generating the lagging span line. Takes values in the range from `1` to `800`" }, "include_ahead_span_period": { "type": "boolean", "description": "Indicates whether to include ahead span period" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_kama Kaufman adaptive moving average **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_keltner Keltner channel **Parameters:** | Parameter | Type | Required | Default | Description | | ----------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `atr_time_period` | integer | No | — | The time period used for calculating the Average True Range. Takes values in the range from `1` to `800` | | `multiplier` | integer | No | — | The factor used to adjust the indicator's sensitivity | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `ma_type` | string | No | — | The type of moving average used | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "atr_time_period": { "type": "integer", "description": "The time period used for calculating the Average True Range. Takes values in the range from `1` to `800`" }, "multiplier": { "type": "integer", "description": "The factor used to adjust the indicator's sensitivity" }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "ma_type": { "type": "string", "description": "The type of moving average used", "enum": [ "SMA", "EMA", "WMA", "DEMA", "TEMA", "TRIMA", "KAMA", "MAMA", "T3MA" ] }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_ma Moving average **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `ma_type` | string | No | — | The type of moving average used | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "ma_type": { "type": "string", "description": "The type of moving average used", "enum": [ "SMA", "EMA", "WMA", "DEMA", "TEMA", "TRIMA", "KAMA", "MAMA", "T3MA" ] }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_macd Moving average convergence divergence **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `fast_period` | integer | No | — | Number of periods for fast moving average. Takes values in the range from `1` to `800` | | `slow_period` | integer | No | — | Number of periods for slow moving average. Takes values in the range from `1` to `800` | | `signal_period` | integer | No | — | The time period used for generating the signal line. | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "fast_period": { "type": "integer", "description": "Number of periods for fast moving average. Takes values in the range from `1` to `800`" }, "slow_period": { "type": "integer", "description": "Number of periods for slow moving average. Takes values in the range from `1` to `800`" }, "signal_period": { "type": "integer", "description": "The time period used for generating the signal line." }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_mfi Money flow index **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_mom Momentum **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_natr Normalized average true range **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_obv On balance volume **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_ppo Percentage price oscillator **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `fast_period` | integer | No | — | Number of periods for fast moving average. Takes values in the range from `1` to `800` | | `slow_period` | integer | No | — | Number of periods for slow moving average. Takes values in the range from `1` to `800` | | `ma_type` | string | No | — | The type of moving average used | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "fast_period": { "type": "integer", "description": "Number of periods for fast moving average. Takes values in the range from `1` to `800`" }, "slow_period": { "type": "integer", "description": "Number of periods for slow moving average. Takes values in the range from `1` to `800`" }, "ma_type": { "type": "string", "description": "The type of moving average used", "enum": [ "SMA", "EMA", "WMA", "DEMA", "TEMA", "TRIMA", "KAMA", "MAMA", "T3MA" ] }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_roc Rate of change **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_rsi Relative strength index **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_sar Parabolic stop and reverse **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `acceleration` | number | No | — | The rate of change in the indicator's values. | | `maximum` | number | No | — | The maximum value considered for the indicator calculation. | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "acceleration": { "type": "number", "description": "The rate of change in the indicator's values." }, "maximum": { "type": "number", "description": "The maximum value considered for the indicator calculation." }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_sma Simple moving average **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_stoch Stochastic oscillator **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `fast_k_period` | integer | No | — | The time period for the fast %K line in the Stochastic Oscillator. Takes values in the range from `1` to `800` | | `slow_k_period` | integer | No | — | The time period for the slow %K line in the Stochastic Oscillator. Takes values in the range from `1` to `800` | | `slow_d_period` | integer | No | — | The time period for the slow %D line in the Stochastic Oscillator. Takes values in the range from `1` to `800` | | `slow_kma_type` | string | No | — | The type of slow %K Moving Average used. Default is SMA. | | `slow_dma_type` | string | No | — | The type of slow Displaced Moving Average used. Default is SMA. | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "fast_k_period": { "type": "integer", "description": "The time period for the fast %K line in the Stochastic Oscillator. Takes values in the range from `1` to `800`" }, "slow_k_period": { "type": "integer", "description": "The time period for the slow %K line in the Stochastic Oscillator. Takes values in the range from `1` to `800`" }, "slow_d_period": { "type": "integer", "description": "The time period for the slow %D line in the Stochastic Oscillator. Takes values in the range from `1` to `800`" }, "slow_kma_type": { "type": "string", "description": "The type of slow %K Moving Average used. Default is SMA.", "enum": [ "SMA", "EMA", "WMA", "DEMA", "TEMA", "TRIMA", "KAMA", "MAMA", "T3MA" ] }, "slow_dma_type": { "type": "string", "description": "The type of slow Displaced Moving Average used. Default is SMA.", "enum": [ "SMA", "EMA", "WMA", "DEMA", "TEMA", "TRIMA", "KAMA", "MAMA", "T3MA" ] }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_stoch\_f Stochastic fast **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `fast_k_period` | integer | No | — | The time period for the fast %K line in the Stochastic Oscillator. Takes values in the range from `1` to `800` | | `fast_d_period` | integer | No | — | The time period for the fast %D line in the Stochastic Oscillator. Takes values in the range from `1` to `800` | | `fast_dma_type` | string | No | — | The type of fast Displaced Moving Average used. | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "fast_k_period": { "type": "integer", "description": "The time period for the fast %K line in the Stochastic Oscillator. Takes values in the range from `1` to `800`" }, "fast_d_period": { "type": "integer", "description": "The time period for the fast %D line in the Stochastic Oscillator. Takes values in the range from `1` to `800`" }, "fast_dma_type": { "type": "string", "description": "The type of fast Displaced Moving Average used.", "enum": [ "SMA", "EMA", "WMA", "DEMA", "TEMA", "TRIMA", "KAMA", "MAMA", "T3MA" ] }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_stoch\_rsi Stochastic relative strength index **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Specifies the price data type: open, high, low, or close. | | `rsi_length` | integer | No | — | Length of period for calculating the RSI component. Takes values in the range from `1` to `800` | | `stoch_length` | integer | No | — | Period length for computing the stochastic oscillator of the RSI. Takes values in the range from `1` to `800` | | `k_period` | integer | No | — | Period for smoothing the %K line. Takes values in the range from `1` to `800` | | `slow_kma_type` | string | No | — | Slow Kma Type | | `d_period` | integer | No | — | Period for smoothing the %D line, which is a moving average of %K. Takes values in the range from `1` to `800` | | `slow_dma_type` | string | No | — | Slow Dma Type | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Specifies the price data type: open, high, low, or close.", "enum": [ "open", "high", "low", "close" ] }, "rsi_length": { "type": "integer", "description": "Length of period for calculating the RSI component. Takes values in the range from `1` to `800`" }, "stoch_length": { "type": "integer", "description": "Period length for computing the stochastic oscillator of the RSI. Takes values in the range from `1` to `800`" }, "k_period": { "type": "integer", "description": "Period for smoothing the %K line. Takes values in the range from `1` to `800`" }, "slow_kma_type": { "type": "string", "description": "Slow Kma Type" }, "d_period": { "type": "integer", "description": "Period for smoothing the %D line, which is a moving average of %K. Takes values in the range from `1` to `800`" }, "slow_dma_type": { "type": "string", "description": "Slow Dma Type" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_super\_trend Supertrend **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `period` | integer | No | — | The period used for calculation in the indicator. Takes values in the range from `1` to `800` | | `multiplier` | integer | No | — | The factor used to adjust the indicator's sensitivity. | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "period": { "type": "integer", "description": "The period used for calculation in the indicator. Takes values in the range from `1` to `800`" }, "multiplier": { "type": "integer", "description": "The factor used to adjust the indicator's sensitivity." }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_tema Triple exponential moving average **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | The time period used for calculation in the indicator. Default is 9. | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "The time period used for calculation in the indicator. Default is 9." }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_vwap Volume weighted average price **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `sd_time_period` | integer | No | — | The time period for the standard deviation calculation. Must be greater than `0`. Recommended value is `9`. This parameter is only used together with `sd`. | | `sd` | number | No | — | The standard deviation applied in the calculation. Must be greater than `0`. Recommended value is `2`. This parameter is only used together with `sd_time_period`. | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "sd_time_period": { "type": "integer", "description": "The time period for the standard deviation calculation. Must be greater than `0`. Recommended value is `9`. This parameter is only used together with `sd`." }, "sd": { "type": "number", "description": "The standard deviation applied in the calculation. Must be greater than `0`. Recommended value is `2`. This parameter is only used together with `sd_time_period`." }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_will\_r Williams %R **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ``` *** ## twelvedata\_indicators\_get\_time\_series\_wma Weighted moving average **Parameters:** | Parameter | Type | Required | Default | Description | | ---------------- | ------- | -------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | `symbol` | string | No | — | Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ... | | `isin` | string | No | — | Filter by international securities identification number (ISIN). ISIN access is activating in the \ section | | `figi` | string | No | — | The FIGI of an instrument for which data is requested. This parameter is available on the \ plan (individual) and the \ plan (business) and above. | | `cusip` | string | No | — | The CUSIP of an instrument for which data is requested. CUSIP access is activating in the \ section | | `interval` | string | Yes | — | Interval between two consecutive points in time series | | `outputsize` | integer | No | — | Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum | | `exchange` | string | No | — | Exchange where instrument is traded | | `mic_code` | string | No | — | Market Identifier Code (MIC) under ISO 10383 standard | | `country` | string | No | — | The country where the instrument is traded, e.g., `United States` or `US` | | `type` | string | No | — | The asset class to which the instrument belongs | | `timezone` | string | No | — | Timezone at which output datetime will be displayed. Supports: \ \

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.\

\Take note that the IANA Timezone name is case-sensitive\ | | `start_date` | string | No | — | Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: \ Both parameters take into account if \timezone\ parameter is provided.\
If \timezone\ is given then, \start\_date\ and \end\_date\ will be used in the specified location Examples: \ | | `end_date` | string | No | — | The ending date and time for data selection, see `start_date` description for details. | | `date` | string | No | — | Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday` | | `order` | string | No | — | Sorting order of the output | | `prepost` | boolean | No | — | Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume | | `format` | string | No | — | The format of the response data | | `delimiter` | string | No | — | The separator used in the CSV response data | | `dp` | integer | No | — | Specifies the number of decimal places for floating values. Should be in range \[0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided | | `previous_close` | boolean | No | — | A boolean parameter to include the previous closing price in the time\_series data. If true, adds previous bar close price value to the current object | | `adjust` | string | No | — | Adjusting mode for prices | | `series_type` | string | No | — | Price type on which technical indicator is calculated | | `time_period` | integer | No | — | Number of periods to average over. Takes values in the range from `1` to `800` | | `include_ohlc` | boolean | No | — | Specify if OHLC values should be added in the output | ```json theme={null} { "type": "object", "properties": { "PCID": { "type": "string", "description": "Pink Connect ID for the authenticated connection" }, "symbol": { "type": "string", "description": "Symbol ticker of the instrument. E.g. `AAPL`, `EUR/USD`, `ETH/BTC`, ..." }, "isin": { "type": "string", "description": "Filter by international securities identification number (ISIN). ISIN access is activating in the Data add-ons section" }, "figi": { "type": "string", "description": "The FIGI of an instrument for which data is requested. This parameter is available on the Ultra plan (individual) and the Enterprise plan (business) and above." }, "cusip": { "type": "string", "description": "The CUSIP of an instrument for which data is requested. CUSIP access is activating in the Data add-ons section" }, "interval": { "type": "string", "description": "Interval between two consecutive points in time series", "enum": [ "1min", "5min", "15min", "30min", "45min", "1h", "2h", "4h", "8h", "1day", "1week", "1month" ] }, "outputsize": { "type": "integer", "description": "Number of data points to retrieve. Supports values in the range from `1` to `5000`. Default `30` when no date parameters are set, otherwise set to maximum" }, "exchange": { "type": "string", "description": "Exchange where instrument is traded" }, "mic_code": { "type": "string", "description": "Market Identifier Code (MIC) under ISO 10383 standard" }, "country": { "type": "string", "description": "The country where the instrument is traded, e.g., `United States` or `US`" }, "type": { "type": "string", "description": "The asset class to which the instrument belongs", "enum": [ "American Depositary Receipt", "Bond", "Bond Fund", "Closed-end Fund", "Common Stock", "Depositary Receipt", "Digital Currency", "ETF", "Exchange-Traded Note", "Global Depositary Receipt", "Limited Partnership", "Mutual Fund", "Physical Currency", "Preferred Stock", "REIT", "Right", "Structured Product", "Trust", "Unit", "Warrant" ] }, "timezone": { "type": "string", "description": "Timezone at which output datetime will be displayed. Supports:

Interval Limitation: The timezone parameter is only applicable for intraday intervals (less than 1 day). For intervals of 1day, 1week, or 1month, the timezone parameter is ignored, and data is strictly returned in the Exchange local time.

Take note that the IANA Timezone name is case-sensitive" }, "start_date": { "type": "string", "description": "Can be used separately and together with `end_date`. Format `2006-01-02` or `2006-01-02T15:04:05` Default location: Both parameters take into account if timezone parameter is provided.
If timezone is given then, start_date and end_date will be used in the specified location Examples: " }, "end_date": { "type": "string", "description": "The ending date and time for data selection, see `start_date` description for details." }, "date": { "type": "string", "description": "Specifies the exact date to get the data for. Could be the exact date, e.g. `2021-10-27`, or in human language `today` or `yesterday`" }, "order": { "type": "string", "description": "Sorting order of the output", "enum": [ "asc", "desc" ] }, "prepost": { "type": "boolean", "description": "Returns quotes that include pre-market and post-market data. Only for the `Pro` plan (individual) and `Venture` plan (business) and above. Available at the `1min`, `5min`, `15min`, and `30min` intervals for US equities. Open, high, low, close values are supplied without volume" }, "format": { "type": "string", "description": "The format of the response data", "enum": [ "JSON", "CSV" ] }, "delimiter": { "type": "string", "description": "The separator used in the CSV response data" }, "dp": { "type": "integer", "description": "Specifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided" }, "previous_close": { "type": "boolean", "description": "A boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object" }, "adjust": { "type": "string", "description": "Adjusting mode for prices", "enum": [ "all", "splits", "dividends", "none" ] }, "series_type": { "type": "string", "description": "Price type on which technical indicator is calculated", "enum": [ "close", "open", "high", "low", "volume" ] }, "time_period": { "type": "integer", "description": "Number of periods to average over. Takes values in the range from `1` to `800`" }, "include_ohlc": { "type": "boolean", "description": "Specify if OHLC values should be added in the output" } }, "required": [ "PCID", "interval" ] } ```