To retrieve raw data from one or multiple variables within a time range, please make a POST request to the following URL:

HTTP Method	URL
POST	`https://industrial.api.ubidots.com/api/v1.6/data/raw/series`

Headers

The "X-Auth-Token" and "Content-Type" headers are required to your request:

Header	Value	Required?	Description
`X-Auth-Token`	Token	Yes	Authentication Token of account.
`Content-Type`	`application/json`	Yes	The type of data of the body.

Body

An object containing the following key parameters:

Parameter	Type	Required?	Description
variables	String Array	Yes	An array of variable IDs
columns	String Array	Yes	Information columns to retrieve from each variables. See note below for a detailed explanation
join_dataframes	Boolean	No	`true`: returns an array. Each element is an array containing the values for the period. `false`: [Default] returns an array where each element is separate time-series per variable.
start	Number	No	Initial timestamp in milliseconds POSIX format (inclusive).
end	Number	No	Final timestamp in milliseconds POSIX format (inclusive).
limit	Number	No	Limits the number of returned values
tz	string	No	The timezone in which the timestamps provided in the request are interpreted.
precision	integer	No	The decimal places to be used for data aggregation.

{
  "variables": ["618848b4b09758ded46bafda", ···, "618848b7b31be1cb509c0a3c"],
  "columns": ["value.value", "timestamp"],
  "join_dataframes": false,
  "start": 1636321611000,
  "end": 1636321629000,
  "limit": 3,
  "tz" : "America/New_York",
  "precision" : 2
}

📘
Columns parameter
Options are:

value.value

variable.id

variable.label

value.context

variable.name

varible.properties.color

device.name

device.label

timestamp

📘
Optional parameters

If neither start and end are included, the request will use the last 100 values of each variable.

If only start is sent, it will include values from that timestamp up until the last value in the time series, regardless if it's in the future.

If only end is sent, it will includes values from the beginning of data reception up until that timestamp.

If the precision key is not defined, decimal numbers will be displayed according to the calculation.

Query Parameters

You may add optional parameters to the URL of your request:

Parameter	Type	Description
token	String	The token to authenticate the request. While sending it as a query parameter is supported, we strongly recommend using the `X-Auth-Token` header

Examples

Get the raw data from multiple variables:
Get 1 hour worth of raw data from multiple variables.

$ curl -X POST 'https://industrial.api.ubidots.com/api/v1.6/data/raw/series' \
 -H 'Content-Type: application/json' \
 -H 'X-Auth-Token: oaXBo6ODhIjPsusNRPUGIK4d72bc73' \
 -d '{
  "variables": ["618848b4b09758ded46bafda", "618848b7b31be1cb509c0a3c"],
  "columns": ["value.value", "timestamp"],
  "join_dataframes": false,
  "start": 1636318800000,
  "end": 1636322400000,
  "tz" : "America/New_York",
  "precision" : 2
}'

{
  "results": [
    [
      [
        62982.21,
        1636322400000
      ],
      [
        62983.08,
        1636321200000
      ],
      [
        63038.95,
        1636320000000
      ],
      [
        62796.23,
        1636318800000
      ]
    ],
    [
      [
        62850.38,
        1636322101553
      ],
      [
        62883.23,
        1636321804316
      ],
      [
        62870.37,
        1636321503773
      ],
      [
        62983.08,
        1636321204195
      ],
      [
        63038.95,
        1636320901873
      ],
      [
        62954.97,
        1636320604142
      ],
      [
        62889.53,
        1636320302570
      ],
      [
        62804.11,
        1636320003317
      ],
      [
        62796.23,
        1636319701865
      ],
      [
        62773.11,
        1636319402894
      ],
      [
        62752.71,
        1636319101710
      ],
      [
        62704.72,
        1636318807253
      ]
    ]
  ],
  "columns": [
    [
      "5b17df86642ab66a5f6037d8.value.value",
      "timestamp"
    ],
    [
      "5ae73c56bbddbd669ed87e0a.value.value",
      "timestamp"
    ]
  ]
}

{
  "detail": "JSON parse error - Expecting value: line 4 column 22 (char 121)"
}

{
  "code": 401001,
  "message": "Authentication credentials were not provided."
}

Get the raw data from multiple variables:
Get the last 3 values for multiple variables.

$ curl -X POST 'https://industrial.api.ubidots.com/api/v1.6/data/raw/series' \
 -H 'Content-Type: application/json' \
 -H 'X-Auth-Token: oaXBo6ODhIjPsusNRPUGIK4d72bc73' \
 -d '{
  "variables": ["618848b4b09758ded46bafda", "618848b7b31be1cb509c0a3c"],
  "columns": ["value.value", "timestamp"],
  "join_dataframes": false,
  "limit": 3
  "tz" : "America/New_York",
  "precision" : 2
}'

{
  "results": [
    [
      [
        62982.21,
        1636322400000
      ],
      [
        62983.08,
        1636321200000
      ],
      [
        63038.95,
        1636320000000
      ]
    ],
    [
      [
        62850.38,
        1636322101553
      ],
      [
        62883.23,
        1636321804316
      ],
      [
        62870.37,
        1636321503773
      ]
    ]
  ],
  "columns": [
    [
      "5b17df86642ab66a5f6037d8.value.value",
      "timestamp"
    ],
    [
      "5ae73c56bbddbd669ed87e0a.value.value",
      "timestamp"
    ]
  ]
}

{
  "detail": "JSON parse error - Expecting value: line 4 column 22 (char 121)"
}

{
  "code": 401001,
  "message": "Authentication credentials were not provided."
}