Interval Analysis model API

Last updated 10/05/2026

For how to call the API, see the calling method described in the Open API document.

See Interval Analysis in the user guide to learn about use cases.

1. Interval Analysis query

Endpoint URL

/open/interval-analyze?token=xxx

Request method

POST

Content-Type

application/json

Request query parameters

Parameter name	Example value	Parameter type	Required	Description
token	xxx	String	Yes	Query key

Request body parameters

{
  "eventView": {
    "endTime": "2021-10-05 23:59:59",
    "filts": [
      {
        "columnDesc": "Brand",
        "columnName": "brand",
        "comparator": "equal",
        "filterType": "SIMPLE",
        "ftv": [
          "Apple",
          "Huawei"
        ],
        "specifiedClusterDate": "2022-01-24",
        "tableType": "event",
        "timeUnit": ""
      }
    ],
    "groupBy": [
      {
        "columnDesc": "Brand",
        "columnName": "brand",
        "propertyRange": "",
        "specifiedClusterDate": "2022-01-24",
        "tableType": "event"
      }
    ],
    "recentDay": "114-115",
    "relation": "and",
    "startTime": "2021-10-04 00:00:00",
    "taIdMeasureVo": {
      "columnDesc": "User unique ID",
      "columnName": "#user_id",
      "tableType": "event"
    },
    "timeParticleSize": "day",
    "windowsGapUnit": "hour",
    "windowsGapValue": 1
  },
  "events": [
    {
      "eventName": "activity_attend",
      "eventNameDisplay": "",
      "filts": [
      ],
      "relation": "and",
      "relationProp": {
        "property": {
          "columnDesc": "Brand",
          "columnName": "brand",
          "specifiedClusterDate": "2022-01-24",
          "tableType": "event"
        }
      },
      "type": "first"
    },
    {
      "eventName": "payment",
      "eventNameDisplay": "",
      "filts": [
      ],
      "relation": "and",
      "relationProp": {
        "property": {
          "columnDesc": "Brand",
          "columnName": "brand",
          "specifiedClusterDate": "2022-01-24",
          "tableType": "event"
        },
        "relationOperatorValue": 0,
        "relationPropNumberOperator": "r_eq"
      },
      "type": "second"
    }
  ],
  "projectId": 377,
  "limit": 10,
  "timeoutSeconds": 10,
  "useCache": true,
  "zoneOffset": 10
}

Request parameters

$$Parameter name	Example value	Parameter type	Required	Description
eventView	-	Object	Yes	Common properties of the metrics
eventView.endTime	2021-10-05 23:59:59	String	No	End time (format: yyyy-MM-dd HH:mm:ss). Takes effect when the relative time is empty
eventView.filts	-	List	No	Global filters
eventView.filts.columnDesc	Brand	String	No	Field display name
eventView.filts.columnName	brand	String	Yes	Field name
eventView.filts.comparator	equal	String	Yes	See Filter expressions in the Query API
eventView.filts.filterType	SIMPLE	String	No	Filter mode. SIMPLE: simple, COMPOUND: compound
eventView.filts.ftv	["Apple"]	List	No	Literal constants used as boundaries for property comparison
eventView.filts.specifiedClusterDate	2022-01-24	String	No	Uses the historical version of the tag for the specified date
eventView.filts.tableType	event	String	Yes	Table type enum values
eventView.filts.timeUnit		String	No	Unit of the property comparison value, valid only for relativeEvent*: day, hour, minute
eventView.groupBy	-	List	No	Group-by properties. There can be zero or more
eventView.groupBy.columnDesc	Brand	String	No	Field display name
eventView.groupBy.columnName	brand	String	Yes	Field name
eventView.groupBy.propertyRange		String	No	Custom property range
eventView.groupBy.specifiedClusterDate	2022-01-24	String	No	Uses the historical version of the tag for the specified date
eventView.groupBy.tableType	event	String	Yes	Table type enum values
eventView.recentDay	114-115	String	No	Relative time (this item, the start time, and the end time can't all be empty)
eventView.relation	and	String	No	Logical relation. and: logical AND, or: logical OR
eventView.startTime	2021-10-04 00:00:00	String	No	Start time (format: yyyy-MM-dd HH:mm:ss). Takes effect when the relative time is empty
eventView.taIdMeasureVo	-	Object	No	Analysis entity configuration
eventView.taIdMeasureVo.columnDesc	User Unique ID	String	No	Field display name
eventView.taIdMeasureVo.columnName	#user_id	String	Yes	Field name
eventView.taIdMeasureVo.tableType	event	String	Yes	Table type enum values
eventView.timeParticleSize	day	String	Yes	The time unit of the analysis minute: by minute hour: by hour day: by day week: by week month: by month total: total
eventView.firstDayOfWeek		Integer	No	When timeParticleSize is week, specifies the first day of the week. 1: Monday, 2: Tuesday, .., 7: Sunday. Minimum 1, maximum 7
eventView.windowsGapUnit	hour	String	No	Window duration unit
eventView.windowsGapValue	1	Integer	No	Window length
events	-	List	Yes	List of event metrics
events.eventName	activity_attend	String	Yes	Event name. In particular, you can use anyEvent to represent any event
events.eventNameDisplay		String	No	Event display name
events.filts	-	List	No	List of conditions
events.relation	and	String	No	Logical relation. and: logical AND, or: logical OR
events.relationProp	-	Object	No	Associated property
events.relationProp.property	-	Object	No	Associated property
events.relationProp.property.columnDesc	Brand	String	No	Field display name
events.relationProp.property.columnName	brand	String	No	Field name
events.relationProp.property.specifiedClusterDate	2022-01-24	String	No	Uses the historical version of the tag for the specified date
events.relationProp.property.tableType	event	String	No	Table type enum values
events.relationProp.relationOperatorValue	0	Integer	No	Relational operation value
events.relationProp.relationPropNumberOperator	r_eq	String	No	Relational operator: r_eq: equal r_high: higher r_low: lower
events.type	first	String	Yes	Event type. first: starting event, second: ending event
projectId	377	Integer	Yes	Project ID
limit	10	Integer	No	Maximum number of groups per analysis object. Optional. Defaults to 1000, with a maximum of 10000
timeoutSeconds	10	Integer	No	Request timeout. The query task is canceled when it times out
useCache	true	Boolean	Yes	true means the cache is used
zoneOffset	10	Integer	No	Time zone

Success response example

{
  "data": {
    "distributionInterval": [
      ",300",
      "300,600",
      "600,900",
      "900,1200",
      "1200,1500",
      "1500,1800",
      "1800,2100",
      "2100,2400",
      "2400,2700",
      "2700,3000",
      "3000,3300",
      "3300,"
    ],
    "groupCols": [
      [
        "Apple"
      ],
      [
        "Huawei"
      ]
    ],
    "intervalData": {
      "dateEntities": [
        {
          "dateString": "2021-10-04",
          "groupEntities": [
            {
              "groups": [
                "Apple"
              ],
              "intervalAggValue": {
                "avgValue": 40,
                "eventNum": 6646,
                "maxValue": 354,
                "midValue": 28,
                "minValue": 2,
                "quarterValue": 16,
                "threeQuarterValue": 49,
                "userNum": 838
              },
              "intervalDistributions": [
                {
                  "distribution": "300,600",
                  "intervalDistributionValue": {
                    "eventNum": 5,
                    "userNum": 5
                  }
                },
                {
                  "distribution": ",300",
                  "intervalDistributionValue": {
                    "eventNum": 6641,
                    "userNum": 838
                  }
                }
              ]
            },
            {
              "groups": [
                "Huawei"
              ],
              "intervalAggValue": {
                "avgValue": 39,
                "eventNum": 5439,
                "maxValue": 313,
                "midValue": 28,
                "minValue": 2,
                "quarterValue": 15,
                "threeQuarterValue": 50,
                "userNum": 683
              },
              "intervalDistributions": [
                {
                  "distribution": "300,600",
                  "intervalDistributionValue": {
                    "eventNum": 2,
                    "userNum": 2
                  }
                },
                {
                  "distribution": ",300",
                  "intervalDistributionValue": {
                    "eventNum": 5437,
                    "userNum": 683
                  }
                }
              ]
            }
          ],
          "intervalAggValue": {
            "avgValue": 39,
            "eventNum": 12085,
            "maxValue": 354,
            "midValue": 28,
            "minValue": 2,
            "quarterValue": 16,
            "threeQuarterValue": 49,
            "userNum": 1520
          },
          "intervalDistributions": [
            {
              "distribution": "300,600",
              "intervalDistributionValue": {
                "eventNum": 7,
                "userNum": 7
              }
            },
            {
              "distribution": ",300",
              "intervalDistributionValue": {
                "eventNum": 12078,
                "userNum": 1520
              }
            }
          ]
        },
        {
          "dateString": "2021-10-05",
          "groupEntities": [
            {
              "groups": [
                "Apple"
              ],
              "intervalAggValue": {
                "avgValue": 39,
                "eventNum": 5700,
                "maxValue": 303,
                "midValue": 28,
                "minValue": 2,
                "quarterValue": 16,
                "threeQuarterValue": 49,
                "userNum": 710
              },
              "intervalDistributions": [
                {
                  "distribution": "300,600",
                  "intervalDistributionValue": {
                    "eventNum": 1,
                    "userNum": 1
                  }
                },
                {
                  "distribution": ",300",
                  "intervalDistributionValue": {
                    "eventNum": 5699,
                    "userNum": 710
                  }
                }
              ]
            },
            {
              "groups": [
                "Huawei"
              ],
              "intervalAggValue": {
                "avgValue": 40,
                "eventNum": 4779,
                "maxValue": 374,
                "midValue": 28,
                "minValue": 2,
                "quarterValue": 15,
                "threeQuarterValue": 51,
                "userNum": 603
              },
              "intervalDistributions": [
                {
                  "distribution": "300,600",
                  "intervalDistributionValue": {
                    "eventNum": 3,
                    "userNum": 3
                  }
                },
                {
                  "distribution": ",300",
                  "intervalDistributionValue": {
                    "eventNum": 4776,
                    "userNum": 603
                  }
                }
              ]
            }
          ],
          "intervalAggValue": {
            "avgValue": 39,
            "eventNum": 10479,
            "maxValue": 374,
            "midValue": 28,
            "minValue": 2,
            "quarterValue": 16,
            "threeQuarterValue": 50,
            "userNum": 1313
          },
          "intervalDistributions": [
            {
              "distribution": "300,600",
              "intervalDistributionValue": {
                "eventNum": 4,
                "userNum": 4
              }
            },
            {
              "distribution": ",300",
              "intervalDistributionValue": {
                "eventNum": 10475,
                "userNum": 1313
              }
            }
          ]
        }
      ],
      "groupEntities": [
        {
          "groups": [
            "Apple"
          ],
          "intervalAggValue": {
            "avgValue": 39,
            "eventNum": 12346,
            "maxValue": 354,
            "midValue": 28,
            "minValue": 2,
            "quarterValue": 16,
            "threeQuarterValue": 49,
            "userNum": 1542
          },
          "intervalDistributions": [
            {
              "distribution": "300,600",
              "intervalDistributionValue": {
                "eventNum": 6,
                "userNum": 6
              }
            },
            {
              "distribution": ",300",
              "intervalDistributionValue": {
                "eventNum": 12340,
                "userNum": 1542
              }
            }
          ]
        },
        {
          "groups": [
            "Huawei"
          ],
          "intervalAggValue": {
            "avgValue": 39,
            "eventNum": 10218,
            "maxValue": 374,
            "midValue": 28,
            "minValue": 2,
            "quarterValue": 15,
            "threeQuarterValue": 50,
            "userNum": 1282
          },
          "intervalDistributions": [
            {
              "distribution": "300,600",
              "intervalDistributionValue": {
                "eventNum": 5,
                "userNum": 5
              }
            },
            {
              "distribution": ",300",
              "intervalDistributionValue": {
                "eventNum": 10213,
                "userNum": 1282
              }
            }
          ]
        }
      ],
      "intervalAggValue": {
        "avgValue": 39,
        "eventNum": 22564,
        "maxValue": 374,
        "midValue": 28,
        "minValue": 2,
        "quarterValue": 16,
        "threeQuarterValue": 49,
        "userNum": 2817
      },
      "intervalDistributions": [
        {
          "distribution": "300,600",
          "intervalDistributionValue": {
            "eventNum": 11,
            "userNum": 11
          }
        },
        {
          "distribution": ",300",
          "intervalDistributionValue": {
            "eventNum": 22553,
            "userNum": 2817
          }
        }
      ]
    },
    "intervalType": "def",
    "timeArray": [
      "2021-10-04",
      "2021-10-05"
    ]
  },
  "return_code": 0,
  "return_message": "success"
}

Response parameters

$$Parameter name	Example value	Parameter type	Description
return_code	0	Integer	Return code
return_message	success	String	Return message
data	-	Object	Returned result
data.distributionInterval	[",300","300,"]	List	Distribution intervals
data.groupCols	[["Apple"],["Huawei"]]	List<List>	Group
data.intervalData	-	Object	Date data
data.intervalData.dateEntities	-	List	Date list
data.intervalData.dateEntities.dateString	2021-10-04	String	Date
data.intervalData.groupEntities	-	List	Group list
data.intervalData.groupEntities.groups	["Apple"]	List	Group value list
data.intervalData.intervalAggValue	-	Object	Aggregate values
data.intervalData.intervalAggValue.avgValue	39	Long	Average
data.intervalData.intervalAggValue.eventNum	22564	Long	Number of events
data.intervalData.intervalAggValue.maxValue	374	Long	Maximum
data.intervalData.intervalAggValue.midValue	28	Long	Median
data.intervalData.intervalAggValue.minValue	2	Long	Minimum
data.intervalData.intervalAggValue.quarterValue	16	Long	Upper quartile
data.intervalData.intervalAggValue.threeQuarterValue	49	Long	Lower quartile
data.intervalData.intervalAggValue.userNum	2817	Long	Number of users
data.intervalData.intervalDistributions	-	List	Distribution range list
data.intervalData.intervalDistributions.distribution	300,600	String	Distribution range
data.intervalData.intervalDistributions.intervalDistributionValue	-	Object	Distribution range values
data.intervalData.intervalDistributions.intervalDistributionValue.eventNum	11	Long	Number of events
data.intervalData.intervalDistributions.intervalDistributionValue.userNum	11	Long	Number of users
data.intervalType	def	String	Type discrete: discrete numbers def: default ranges user_defined: user-defined
data.timeArray	["2021-10-04"]	List	Event list

Error response example

{
    "return_code": -1008,
    "return_message": "Parameter (token) is empty"
}

Parameter name	Example value	Parameter type	Description
return_code	-1008	Integer	Return code
return_message	Parameter (token) is empty	String	Return message

2. Interval Analysis full download

Endpoint URL

/open/streaming-download/interval-analyze?token=xxx

Request method

POST

Content-Type

application/json

Request query parameters

Parameter name	Example value	Parameter type	Required	Description
token	xxx	String	Yes	Query key

Request body parameters

{
        "eventView": {
                "endTime": "2022-03-07 17:17:04",
                "filts": [],
                "groupBy": [],
                "recentDay": "1-7",
                "relation": "and",
                "startTime": "2022-03-01 17:17:04",
                "taIdMeasureVo": {
                        "columnDesc": "User ID",
                        "columnName": "#user_id",
                        "tableType": "event"
                },
                "timeParticleSize": "day",
                "windowsGapUnit": "hour",
                "windowsGapValue": 1
        },
        "events": [{
                "eventName": "Login",
                "eventNameDisplay": "",
                "filts": [],
                "relation": "and",
                "type": "first"
        }, {
                "eventName": "Recharge",
                "eventNameDisplay": "",
                "filts": [],
                "relation": "and",
                "type": "second"
        }],
        "projectId": 319,
        "format": "AGG_TABLE",
        "zoneOffset": 10
}

Request parameters

$$Parameter name	Example value	Parameter type	Required	Description
eventView	-	Object	Yes	Common properties of the metrics. The parameters are the same as those of the Interval Analysis query API
events	-	List	Yes	List of event metrics
projectId	377	Integer	Yes	Project ID
format	AGG_TABLE	String	Yes	AGG_TABLE box plot converted to a table DISTRIBUTION_TABLE distribution converted to a table
interval	[1]	array	No	All ranges
zoneOffset	10	Integer	No	Time zone

Response

Same as the full download of Interval Analysis in the AE system

3. Interval Analysis user list

Endpoint URL

/open/interval-user-list?token=xxx

Request method

POST

Content-Type

application/json

Request query parameters

Parameter name	Example value	Parameter type	Required	Description
token	xxx	String	Yes	Query key

Request body parameters

{
  "eventView": {
    "endTime": "2021-10-05 23:59:59",
    "filts": [
      {
        "columnDesc": "Brand",
        "columnName": "brand",
        "comparator": "equal",
        "filterType": "SIMPLE",
        "ftv": [
          "Apple",
          "Huawei"
        ],
        "specifiedClusterDate": "2022-01-24",
        "tableType": "event",
        "timeUnit": ""
      }
    ],
    "groupBy": [
      {
        "columnDesc": "Brand",
        "columnName": "brand",
        "propertyRange": "",
        "specifiedClusterDate": "2022-01-24",
        "tableType": "event"
      }
    ],
    "recentDay": "114-115",
    "relation": "and",
    "startTime": "2021-10-04 00:00:00",
    "taIdMeasureVo": {
      "columnDesc": "User unique ID",
      "columnName": "#user_id",
      "tableType": "event"
    },
    "timeParticleSize": "day",
    "windowsGapUnit": "hour",
    "windowsGapValue": 1
  },
  "events": [
    {
      "eventName": "activity_attend",
      "eventNameDisplay": "",
      "filts": [
      ],
      "relation": "and",
      "relationProp": {
        "property": {
          "columnDesc": "Brand",
          "columnName": "brand",
          "specifiedClusterDate": "2022-01-24",
          "tableType": "event"
        }
      },
      "type": "first"
    },
    {
      "eventName": "payment",
      "eventNameDisplay": "",
      "filts": [
      ],
      "relation": "and",
      "relationProp": {
        "property": {
          "columnDesc": "Brand",
          "columnName": "brand",
          "specifiedClusterDate": "2022-01-24",
          "tableType": "event"
        },
        "relationOperatorValue": 0,
        "relationPropNumberOperator": "r_eq"
      },
      "type": "second"
    }
  ],
  "projectId": 377,
  "timeoutSeconds": 10,
  "interval": "2,3",
  "sliceDate": "",
  "sliceGroupVal": ["Apple", "Huawei"],
  "zoneOffset": 10
}

Request parameters

$$Parameter name	Example value	Parameter type	Required	Description
eventView	-	Object	Yes	The parameters are the same as those of the Interval Analysis query API
events	-	List	Yes	The parameters are the same as those of the Interval Analysis query API
projectId	377	Integer	Yes	Project ID
timeoutSeconds	10	Integer	No	Request timeout. The query task is canceled when it times out
interval	2,3	String	No	Range to drill down into
sliceDate	2021-10-21	String	No	Date to drill down into
sliceGroupVal	["Apple", "Huawei"]	List	No	Group to drill down into
zoneOffset	10	Integer	No	Time zone

Success response example

{
  "data": {
    "columMeta": {
      "country": "Country",
      "education": "Education",
      "birthdate": "Date of birth",
      "gender": "Gender",
      "last_login_time": "last_login_time",
      "city": "City",
      "nation": "Ethnicity",
      "channel": "User operation type",
      "weight": "Weight (KG)",
      "#distinct_id": "Distinct ID",
      "firstcharge": "First top-up",
      "register_time": "register_time",
      "#account_id": "Account ID",
      "companynature": "Employer type",
      "accountbalance": "Balance",
      "maritalstatus": "Marital status",
      "interest": "Interests",
      "name": "Name",
      "accountpoint": "Points",
      "rank": "Membership level",
      "first_login_time": "first_login_time",
      "email": "Email",
      "height": "Height (CM)"
    },
    "datalist": [
      {
        "country": "China",
        "birthdate": "2013-05-21",
        "education": "Associate degree",
        "last_login_time": "2021-12-04 02:18:46.111",
        "gender": "Male",
        "city": "Shanghai",
        "nation": "Han",
        "#user_id": 795692987887919100,
        "channel": "WeChat",
        "weight": "125",
        "#distinct_id": "5694fdd8-e1dc-4459-97dd-33b10df01400",
        "firstcharge": false,
        "register_time": "2021-10-06 00:00:23.000",
        "#account_id": "b406f8a7-424d-4909-a08a-7b00191b7493",
        "companynature": "State-owned enterprise",
        "accountbalance": "42606",
        "maritalstatus": "Single",
        "interest": [
          "Travel",
          "Sports",
          "Sports"
        ],
        "accountpoint": "81910",
        "name": "UaLEhzdn",
        "rank": "Gold",
        "first_login_time": "2021-10-06 00:01:56.000",
        "email": "ElqqXwdL@thinkingdata.cn",
        "height": "174"
      },
      {
        "country": "China",
        "birthdate": "1964-12-26",
        "education": "Associate degree",
        "last_login_time": "2021-10-05 00:02:35.000",
        "gender": "Male",
        "city": "Shanghai",
        "nation": "Han",
        "#user_id": 795692395992715300,
        "channel": "Official website",
        "weight": "197",
        "#distinct_id": "5caf9f1a-3253-4279-9723-49c950a48020",
        "firstcharge": true,
        "register_time": "2021-10-05 00:00:30.000",
        "#account_id": "cb6ab625-f45d-4977-bbae-973ead82acba",
        "companynature": "Foreign-owned",
        "accountbalance": "49013",
        "maritalstatus": "Single",
        "interest": [
          "Sports",
          "Singing",
          "Sports"
        ]
      }
    ],
    "totalNum": 2
  },
  "return_code": 0,
  "return_message": "success"
}

Response parameters

$$Parameter name	Example value	Parameter type	Description
return_code	0	Integer	Return code
return_message	success	String	Return message
data	-	Object	Returned result
data.datalist	-	List<Map>	User information
data.columMeta	-	Map	Mapping of field meanings
data.totalNum	2	Integer	Total count

Error response example

{
    "return_code": -1008,
    "return_message": "Parameter (token) is empty"
}

Parameter name	Example value	Parameter type	Description
return_code	-1008	Integer	Return code
return_message	Parameter (token) is empty	String	Return message

4. Interval Analysis user list download

Endpoint URL

/open/streaming-download/interval-user-list?token=xxx

Request method

POST

Content-Type

application/json

Request query parameters

Parameter name	Example value	Parameter type	Required	Description
token	xxx	String	Yes	Query key

Request body parameters

{
    "eventView": {
        "endTime": "2022-03-07 17:17:04",
        "filts": [],
        "groupBy": [],
        "recentDay": "1-7",
        "relation": "and",
        "startTime": "2022-03-01 17:17:04",
        "taIdMeasureVo": {
            "columnDesc": "User ID",
            "columnName": "#user_id",
            "tableType": "event"
        },
        "timeParticleSize": "day",
        "windowsGapUnit": "hour",
        "windowsGapValue": 1
    },
    "events": [
        {
            "eventName": "Login",
            "eventNameDisplay": "",
            "filts": [],
            "relation": "and",
            "type": "first"
        },
        {
            "eventName": "Recharge",
            "eventNameDisplay": "",
            "filts": [],
            "relation": "and",
            "type": "second"
        }
    ],
    "projectId": 319,
    "sliceGroupVal": null,
    "sliceDate": "2022-03-01",
    "selectedColumns": [
        "#account_id",
        "#distinct_id",
        "accountid"
    ],
    "zoneOffset": 10
}

Request parameters

$$Parameter name	Example value	Parameter type	Required	Description
eventView	-	Object	Yes	The parameters are the same as those of the Interval Analysis query API
events	-	List	Yes	The parameters are the same as those of the Interval Analysis query API
projectId	377	Integer	Yes	Project ID
selectedColumns	["#account_id"]	array	Yes	Items to download
interval	2,3	String		Range to drill down into
sliceDate	2021-10-21	String	No	Date to drill down into
sliceGroupVal	["Apple", "Huawei"]	List	No	Group to drill down into
zoneOffset	10	Integer	No	Time zone

Response

Same as the user list download of Interval Analysis in the AE system

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1. Interval Analysis query​

Request body parameters​

Request parameters​

Success response example​

Response parameters​

2. Interval Analysis full download​

Request body parameters​

Request parameters​

Response​

3. Interval Analysis user list​

Request body parameters​

Request parameters​

Success response example​

Response parameters​

4. Interval Analysis user list download​

Request body parameters​

Request parameters​

Response​

1. Interval Analysis query

Request body parameters

Request parameters

Success response example

Response parameters

2. Interval Analysis full download

Request body parameters

Request parameters

Response

3. Interval Analysis user list

Request body parameters

Request parameters

Success response example

Response parameters

4. Interval Analysis user list download

Request body parameters

Request parameters

Response