# Retention Analysis Model API

As for the call method, please refer to the call method description in Open API

You can read the retention analysis in the user manual to understand the usage scenario.

# Retention Analysis Query

Interface URL

/open/retention-analyze?token=xxx

Request method

POST

Content-Type

application/json

Request Query Parameter

Parameter name	Sample value	Parameter type	Is required	Parameter description
token	xxx	String	Yes	token

# Request Body Parameter

{
  "eventView":{
    "endTime":"2021-10-30 23:59:59",
    "filts":[
      {
        "columnDesc":"app version", 
        "columnName":"app_version",
        "comparator":"equal",
        "filterType":"SIMPLE",
        "ftv":[
          "V1.0"],
        "specifiedClusterDate":"2022-01-24",
        "tableType":"event",
        "timeUnit":""
      }],
    "firstDayOfWeek":1,
    "groupBy":[
      {
        "columnDesc": "browser",
        "columnName":"browser",
        "propertyRange":"",
        "specifiedClusterDate":"2022-01-24",
        "tableType":"event"
      }],
    "recentDay":"",
    "relation":"and",
    "startTime":"2021-10-01 00:00:00",
    "statType":"retention",
    "taIdMeasureVo":{
      "columnDesc":"user only ID",
      "columnName":"#user_id",
      "tableType":"event"
    },
    "timeParticleSize":"week",
    "unitNum":1
  },
  "events":[
    {
      "eventName":"login",
      "eventNameDisplay":"",
      "filts":[
        {
          "columnDesc":"app_version",
          "columnName":"app_version",
          "comparator":"equal",
          "filterType":"SIMPLE",
          "ftv":["V1.0"],
          "specifiedClusterDate":"2022-01-26",
          "tableType":"event",
          "timeUnit":""
        }],
      "relation":"and",
      "relationUser":"and",
      "type":"first"
    },
    {
      "eventName":"logout",
      "eventNameDisplay":"",
      "filts":[
      ],
      "relation":"and",
      "relationUser":"and",
      "type":"second"
    },
    {
      "analysis":"TOTAL_TIMES",
      "analysisDesc":"total number",
      "eventName":"activity_attend",
      "eventNameDisplay":"",
      "filts":[
      ],
      "quota":"",
      "relation":"and",
      "relationUser":"and",
      "type":"simultaneous_display"
    }],
    "projectId": 377,
    "limit": 2,
    "timeoutSeconds": 10,
    "useCache": true
}

# Request Parameter Description

$$Parameter name	Sample value	Parameter type	Is required	Parameter description
eventView	-	Object	Yes	Metrics common attribute part
eventView.endTime	2021-10-30 23:59:59	String	No	End time (format: yyyy-MM-dd HH: mm: ss), valid when the relative time is empty
eventView.filts	-	List	No	Global filter
eventView.filts.columnDesc	App version	String	No	Field display name
eventView.filts.columnName	app_version	String	Yes	Field name
eventView.filts.comparator	equal	String	Yes	Reference: filtering expression of model query API
eventView.filts.filterType	SIMPLE	String	No	Filter mode, SIMPLE: simple, COMPOUND: composite
eventView.filts.ftv	["V1.0"]	List	No	Property comparative with bound literial
eventView.filts.specifiedClusterDate	2022-01-24	String	No	Historical tag version of specified date
eventView.filts.tableType	event	String	Yes	Table type enumeration
eventView.filts.timeUnit		String	No	Property filter unit, only valid to relativeEvent*：day，hour，minute
eventView.firstDayOfWeek	1	Integer	No	When timeParticleSize is week, specify the first day of the week, 1: Monday, 2: Tuesday,.., 7: Sunday, minimum 1, maximum 7
eventView.groupBy	-	List	No	Group attributes, can have zero or more
eventView.groupBy.columnDesc	Browser	String	No	Field display name
eventView.groupBy.columnName	browser	String	Yes	Field name
eventView.groupBy.propertyRange		String	No	Self-defined property interval
eventView.groupBy.specifiedClusterDate	2022-01-24	String	No	Historical tag version of specified date
eventView.groupBy.tableType	event	String	Yes	Table type enumeration
eventView.recentDay		String	No	Relative time (this item cannot be empty both with the start time and the end time)
eventView.relation	and	String	No	Logical relationship, and: logical and, or: logical or
eventView.startTime	2021-10-01 00:00:00	String	No	Start time (format: yyyy-MM-dd HH: mm: ss), valid when the relative time is empty
eventView.statType	retention	String	Yes	Statistics type, retention: retention, loss: lost
eventView.taIdMeasureVo	-	Object	No	Query ID system 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 enumeration
eventView.timeParticleSize	week	String	Yes	Unit of the time period taken for analysis day: based on days week: based on weeks month: based on months
eventView.unitNum	1	Integer	Yes	Retention period
events	-	List	Yes	Event metric list
events.eventName	login	String	Yes	The eventName the metric based on, "anyEvent" can be used to represent any event
events.eventNameDisplay		String	No	Self-defined metric display name
events.analysis	TRIG_USER_NUM	String	否	Analysis aspect for simutaneous display, aggregation for Aggregate type enumeration for simultaneous analysis
events.analysisDesc	TOTAL_TIMES	String	否	Analysis aspect description for simutaneous display
events.filts	-	List	No	Condition list
events.filts.columnDesc	app_version	String	No	Field display name
events.filts.columnName	app_version	String	Yes	Field name
events.filts.comparator	equal	String	Yes	Reference: filtering expression of model query API
events.filts.filterType	SIMPLE	String	No	Filtering mode, SIMPLE：simple, COMPOUND：compound, default as SIMPLE
events.filts.ftv	["V1.0"]	List	No	Property comparison value
events.filts.specifiedClusterDate	2022-01-26	String	No	Cluster specified date
events.filts.tableType	event	String	Yes	Table type enumeration
events.filts.timeUnit		String	No	Unit of the time taken for filtering
events.relation	and	String	No	Logical relation，and：logic and，or：logic or
events.relationUser	and	String	No	User filtering logical relationships, and: logical and, or: logical or
events.type	first	String	Yes	Retention event type, First: Initial event Second: Return visit event simultaneous_display: Simultaneous display init_date_stat: Initial date indicator
projectId	377	Integer	Yes	Project numeric Identity.
limit	2	Integer	No	Maximum number of groups per analysis object, optional parameters, default is 1000, maximum is 10000
timeoutSeconds	10	Integer	No	Request timed out parameter, timeout cancels query task
useCache	true	Boolean	No	Use cache, optional parameter, default is true

# Successful Response Example

{
  "data": {
    "result_generate_time": "2022-01-01 00:00:00",
    "state_avg": {
      "0": [
        {
          "groupCols": [
            "total"
          ],
          "initNum": 0,
          "isTotal": 1,
          "lastValidDateVerticalIndexs": [
            "-",
            "4"
          ],
          "values": [
            "-",
            "0.998"
          ]
        },
        {
          "groupCols": [
            "Chrome"
          ],
          "initNum": 0,
          "isTotal": 0,
          "lastValidDateVerticalIndexs": [
            "-",
            "4"
          ],
          "values": [
            "-",
            "0.9981"
          ]
        }
      ],
      "1": [
        {
          "groupCols": [
            "total"
          ],
          "initNum": 0,
          "isTotal": 1,
          "lastValidDateVerticalIndexs": [
            "-",
            "4"
          ],
          "values": [
            "-",
            "1"
          ]
        },
        {
          "groupCols": [
            "Chrome"
          ],
          "initNum": 0,
          "isTotal": 0,
          "lastValidDateVerticalIndexs": [
            "-",
            "4"
          ],
          "values": [
            "-",
            "1"
          ]
        }
      ],
      "2": [
        {
          "groupCols": [
            "total"
          ],
          "initNum": 0,
          "isTotal": 1,
          "lastValidDateVerticalIndexs": [],
          "values": [
            "-",
            "132405.4"
          ]
        },
        {
          "groupCols": [
            "Chrome"
          ],
          "initNum": 0,
          "isTotal": 0,
          "lastValidDateVerticalIndexs": [],
          "values": [
            "-",
            "66343.2"
          ]
        }
      ]
    },
    "x": [
      "2021-09-27",
      "2021-10-04",
      "2021-10-11",
      "2021-10-18",
      "2021-10-25"
    ],
    "y": {
      "0": {
        "2021-09-27": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 7388,
            "isTotal": 1,
            "values": [
              "7388",
              "7374"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 3647,
            "isTotal": 0,
            "values": [
              "3647",
              "3642"
            ]
          }
        ],
        "2021-10-04": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 7861,
            "isTotal": 1,
            "values": [
              "7861",
              "7844"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 3939,
            "isTotal": 0,
            "values": [
              "3939",
              "3930"
            ]
          }
        ],
        "2021-10-11": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 8013,
            "isTotal": 1,
            "values": [
              "8013",
              "7994"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 4062,
            "isTotal": 0,
            "values": [
              "4062",
              "4054"
            ]
          }
        ],
        "2021-10-18": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 8553,
            "isTotal": 1,
            "values": [
              "8553",
              "8543"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 4225,
            "isTotal": 0,
            "values": [
              "4225",
              "4218"
            ]
          }
        ],
        "2021-10-25": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 7414,
            "isTotal": 1,
            "values": [
              "7414",
              "7397"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 3741,
            "isTotal": 0,
            "values": [
              "3741",
              "3733"
            ]
          }
        ]
      },
      "1": {
        "2021-09-27": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 7388,
            "isTotal": 1,
            "values": [
              "7388",
              "7388"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 3647,
            "isTotal": 0,
            "values": [
              "3647",
              "3647"
            ]
          }
        ],
        "2021-10-04": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 7861,
            "isTotal": 1,
            "values": [
              "7861",
              "7861"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 3939,
            "isTotal": 0,
            "values": [
              "3939",
              "3939"
            ]
          }
        ],
        "2021-10-11": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 8013,
            "isTotal": 1,
            "values": [
              "8013",
              "8013"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 4062,
            "isTotal": 0,
            "values": [
              "4062",
              "4062"
            ]
          }
        ],
        "2021-10-18": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 8553,
            "isTotal": 1,
            "values": [
              "8553",
              "8553"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 4225,
            "isTotal": 0,
            "values": [
              "4225",
              "4225"
            ]
          }
        ],
        "2021-10-25": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 7414,
            "isTotal": 1,
            "values": [
              "7414",
              "7414"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 3741,
            "isTotal": 0,
            "values": [
              "3741",
              "3741"
            ]
          }
        ]
      },
      "2": {
        "2021-09-27": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 7388,
            "isTotal": 1,
            "values": [
              "0",
              "125324"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 3647,
            "isTotal": 0,
            "values": [
              "0",
              "62105"
            ]
          }
        ],
        "2021-10-04": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 7861,
            "isTotal": 1,
            "values": [
              "0",
              "132130"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 3939,
            "isTotal": 0,
            "values": [
              "0",
              "65971"
            ]
          }
        ],
        "2021-10-11": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 8013,
            "isTotal": 1,
            "values": [
              "0",
              "134691"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 4062,
            "isTotal": 0,
            "values": [
              "0",
              "68566"
            ]
          }
        ],
        "2021-10-18": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 8553,
            "isTotal": 1,
            "values": [
              "0",
              "144030"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 4225,
            "isTotal": 0,
            "values": [
              "0",
              "71345"
            ]
          }
        ],
        "2021-10-25": [
          {
            "groupCols": [
              "total"
            ],
            "includeToday": false,
            "initNum": 7414,
            "isTotal": 1,
            "values": [
              "0",
              "125852"
            ]
          },
          {
            "groupCols": [
              "Chrome"
            ],
            "includeToday": false,
            "initNum": 3741,
            "isTotal": 0,
            "values": [
              "0",
              "63729"
            ]
          }
        ]
      }
    },
    "z": [
      "login",
      "logout",
      "activity_attend"
    ]
  },
  "return_code": 0,
  "return_message": "success"
}

# Response Parameter Description

$$Parameter name	Sample value	Parameter type	Parameter description
return_code	0	Integer	Return code
return_message	success	String	Return message
data	-	Object	Return results
data.result_generate_time	2022-01-01 00:00:00	String	Query result generation time
data.state_avg	-	Object	Result map with key as type and value as retention grouping
data.state_avg.{type}	-	List	Type value, 0: retention, 1: loss, 2: statistics
data.state_avg.{type}.groupCols	["Overall"]	List	Grouping columns
data.state_avg.{type}.initNum	0	Integer	Initial value
data.state_avg.{type}.isTotal	1	Integer	Is it summary, 1: yes, 0: no
data.state_avg.{type}.lastValidDateVerticalIndexs	["-", "4"]	List	Last complete Data Date Index
data.state_avg.{type}.values	["-", "0.998"]	List	Value list, "-" or number
data.x	["2021-09-27"]	List	Date List
data.y	-	Object	Y-axis data
data.y.{type}	-	Object	Type value, 0: retention, 1: loss, 2: statistics
data.y.{type}.{date}	-	List	Key is date
data.y.{type}.{date}.groupCols	["Overall"]	List	Grouping columns
data.y.{type}.{date}.includeToday	false	Boolean	Does it include today
data.y.{type}.{date}.initNum	7388	Integer	Initial value
data.y.{type}.{date}.isTotal	1	Integer	Is it summary, 1: yes, 0: no
data.y.{type}.{date}.values	["7388"]	List	Value list
data.z	["login"]	List	List of event names

Error Response Example

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

Parameter name	Sample value	Parameter type	Parameter description
return_code	-1008	Integer	Return code
return_message	The parameter (token) is empty	String	Return message

# Retention Analysis Full Data Download

Interface URL

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

Request method

POST

Content-Type

application/json

Request Query Parameter

Parameter name	Sample value	Parameter type	Mandatory or not	Parameter description
token	xxx	String	Yes	Query key

# Request Body parameter

{
        "eventView": {
                "collectFirstDay": 1,
                "endTime": "2022-03-08 16:55:10",
                "filts": [],
                "groupBy": [{
                        "columnDesc": "Channel",
                        "columnName": "channel",
                        "propertyRange": "",
                        "specifiedClusterDate": "2022-03-09",
                        "tableType": "event"
                }],
                "recentDay": "1-7",
                "relation": "and",
                "startTime": "2022-03-02 16:55:10",
                "statType": "retention",
                "taIdMeasureVo": {
                        "columnDesc": "User unique identification",
                        "columnName": "#user_id",
                        "tableType": "event"
                },
                "timeParticleSize": "day",
                "unitNum": 7
        },
        "events": [{
                "eventName": "Recharge",
                "eventNameDisplay": "",
                "filts": [],
                "relation": "and",
                "relationUser": "and",
                "type": "first"
        }],
        "projectId": 390
}

# Request Parameter Description

$$ Parameter name	Sample value	Parameter type	Mandatory or not	Parameter description
eventView	-	Object	Yes	Same parameters as Retention Analysis Query interface
events	-	List	Yes	Same parameters as Retention Analysis Query interface
projectId	377	Integer	Yes	Project numeric identity

# Response

Same with the full data download of the retention analysis of the TE system

# Retention Analysis User List

Interface URL

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

Request method

POST

Content-Type

application/json

Request Query Parameter

Parameter name	Sample value	Parameter type	Is required	Parameter description
token	xxx	String	Yes	token

# Request Body Parameter

{
  "projectId": 0,
  "eventView": {
    "startTime": "2019-11-24 00:00:00",
    "endTime": "2019-11-26 00:00:00",
    "recentDay": "1-3",
    "statType": "retention",
    "timeParticleSize": "day",
    "unitNum": 7,
    "groupBy": [
      {
        "columnName": "#province",
        "tableType": "event"
      }
    ]
  },
  "events": [
    {
      "type": "first",
      "relation": "and",
      "eventName": "player_register",
      "filts": [
        {
          "columnName": "#province",
          "comparator": "equal",
          "ftv": [
            "Jiangsu",
            "Shanghai"
          ],
          "tableType": "event"
        },
        {
          "columnName": "user_level",
          "comparator": "greater",
          "ftv": [
            "2"
          ],
          "tableType": "user"
        }
      ]
    },
    {
      "type": "second",
      "relation": "and",
      "eventName": "obtain_diamond",
      "filts": [
        {
          "columnName": "#os",
          "comparator": "equal",
          "ftv": [
            "android"
          ],
          "tableType": "event"
        },
        {
          "$ref": "$.events[0].filts[1]"
        }
      ]
    }
  ],
  "sliceDate": "2019-11-26",
  "sliceInterval": 3,
  "timeoutSeconds": 10
}

# Request Parameter Description

$$Parameter name	Sample value	Parameter type	Is required	Parameter description
projectId	0	String	Yes	Project numeric identity
eventView	-	Object	Yes	Same parameters as Retention Analysis Query interface
events		List	Yes	Same parameters as Retention Analysis Query interface
sliceDate	"2019-11-26"	String	No	Go into detail by which date
sliceGroupVal	["Beijing"]	List	Yes	Go into detail by which group
sliceInterval	3	List	Yes	Go into detail by which retention interval 0: Initial event number of users 1: The current {date unit} 2: After 1 {date unit} 3: After 2 {date unit}
timeoutSeconds	10	Integer	No	Request timed out parameter, timeout cancels query task

# Successful Response Example

{
  "data": {
    "datalist": [
      {
        "#account_id": "v47739399",
        "#distinct_id": "v88658799",
        "user_level": 11,
        "register_time": "2019-11-26 19:13:20",
        "diamond_num": 1182,
        "latest_login_time": "2019-11-26 20:16:19",
        "channel": "Huawei App store",
        "#user_id": 20459799
      },
      {
        "#account_id": "i7819568",
        "#distinct_id": "i14522048",
        "user_level": 4,
        "register_time": "2019-11-26 23:56:17",
        "diamond_num": 1006,
        "latest_login_time": "2019-11-26 23:59:59",
        "channel": "360 Mobile Assistant",
        "#user_id": 3351248
      },
      {
        "#account_id": "g7812426",
        "#distinct_id": "g14508786",
        "user_level": 14,
        "register_time": "2019-11-26 17:54:13",
        "diamond_num": 245,
        "first_recharge_time": "2019-11-26 18:08:58",
        "latest_login_time": "2019-11-26 20:16:19",
        "channel": "Xiaomi App stor",
        "#user_id": 3348186
      },
      {
        "#account_id": "a7812000",
        "#distinct_id": "a14508000",
        "user_level": 3,
        "register_time": "2019-11-26 17:27:28",
        "diamond_num": 1153,
        "latest_login_time": "2019-11-26 18:45:58",
        "channel": "app store",
        "#user_id": 3348000
      }
    ],
    "columMeta": {
      "#account_id": "account ID",
      "#distinct_id": "visitor ID",
      "user_level": "user level",
      "register_time": "register time",
      "diamond_num": "diamond number",
      "first_recharge_time": "first recharge time",
      "latest_login_time": "lastest login time",
      "channel": "channel"
    }
  },
  "return_code": 0,
  "return_message": "success"
}

# Response Parameter Description

Parameter name	Sample value	Parameter type	Parameter description
return_code	0	Integer	Return code
return_message	success	String	Return message
data	-	Object	Return result
data.datalist	-	List	User Information
data.columMeta	-	Map	Field meaning mapping

Error Response Example

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

Parameter name	Sample value	Parameter type	Parameter description
return_code	-1008	Integer	Return code
return_message	The parameter (token) is empty	String	Return information

# Download of Retention Analysis User List

Interface URL

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

Request method

POST

Content-Type

application/json

Request Query parameters

Parameter name	Sample value	Parameter type	Mandatory or not	Parameter description
token	xxx	String	Yes	Query key

# Request Body Parameters

{
        "eventView": {
                "collectFirstDay": 1,
                "endTime": "2022-03-07 17:09:58",
                "filts": [],
                "groupBy": [],
                "recentDay": "1-7",
                "relation": "and",
                "startTime": "2022-03-01 17:09:58",
                "statType": "retention",
                "taIdMeasureVo": {
                        "columnDesc": "User ID",
                        "columnName": "#user_id",
                        "tableType": "event"
                },
                "timeParticleSize": "day",
                "unitNum": 7
        },
        "events": [{
                "eventName": "Login",
                "eventNameDisplay": "",
                "filts": [],
                "relation": "and",
                "relationUser": "and",
                "type": "first"
        }, {
                "eventName": "Recharge",
                "eventNameDisplay": "",
                "filts": [],
                "relation": "and",
                "relationUser": "and",
                "type": "second"
        }],
        "projectId": 319,
        "isLost": false,
        "sliceDate": "2022-03-01",
        "sliceInterval": 0,
        "selectedColumns": ["#account_id", "#distinct_id"]
}

# Request Parameter Description

$$ Parameter name	Sample value	Parameter type	Mandatory or not	Parameter description
eventView	-	Object	是	Same parameters as Retention Analysis Query interface
events	-	List	是	Same parameters as Retention Analysis Query interface
projectId	377	Integer	是	The columns to be downloaded
isLost	false	Boolean	是	Whether Download lost data
sliceDate	"2019-11-26"	String	否	Go into detail by which date
sliceGroupVal	["Beijing"]	List	否	Go into detail by which group
sliceInterval	0	Integer	Yes	Go into detail by which retention interval 0: Initial event number of users 1: The current {date unit} 2: After 1 {date unit} 3: After 2 {date unit}
selectedColumns	["#account_id"]	List	Yes	The columns to be downloaded

TIP

The main structure of request parameters could be exported from the retention analysis screen of the TE system, while such parameters as isLost, sliceDate, sliceGroupVal, sliceInterval, selectedColumns could be added to indicate how to go to the detail.

# Response

Same with the download of the retention analysis user list of the TE system.

# Generic enumeration for simultaneous analysis

# Aggregate type enumeration for simultaneous analysis

Value	Description	Whether properties are required
TOTAL_TIMES	Total number	No
TRIG_USER_NUM	Number of users triggered	No
PER_CAPITA_TIMES	Number of times per capita	No
SUM	Sum of values	Yes
FOR _ CAPITA _ NUM	Per capita	Yes
STAGE_ACC	Accumulated sum of stages	Yes
STAGE_ACC_PCV	Stage cumulative average	Yes
TRUE	True number	Yes
FALSE	False number	Yes
IS_NOT_EMPTY	Not an empty number	Yes
IS_EMPTY	Null number	Yes

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