conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 3 and are equal or greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-07-11 03:18:38.000000+00:00\", \"2019-03-28 23:18:42.000000+00:00\"], \"session_ids\": [\"d80a2010-eb36-4ba6-b83e-a7b870d62243\", \"cd171fcb-fa89-464a-ba84-6c37c05670a0\"], \"total_duration\": 442.0, \"total_sessions\": 2, \"mean_week_duration\": 2.57}, \"59794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-11 20:16:24.000000+00:00\", \"2019-02-13 22:56:37.000000+00:00\"], \"session_ids\": [\"4b6d9fb8-2995-476e-95f2-af242b15dabe\", \"99e70ea9-5630-458c-b299-9e667891f637\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}, \"50237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-08 21:20:49.000000+00:00\", \"2021-06-23 14:05:52.000000+00:00\"], \"session_ids\": [\"ce36b433-2e06-4d55-ac75-383bcf8a330e\", \"e95be718-53ec-4355-a206-976dd17c868e\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 4.517}, \"50222\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-15 03:40:07.000000+00:00\", \"2023-04-28 14:34:20.000000+00:00\", \"2021-08-28 05:50:56.000000+00:00\", \"2022-10-27 14:19:35.000000+00:00\", \"2021-12-05 11:01:34.000000+00:00\", \"2022-05-16 23:50:31.000000+00:00\", \"2020-02-27 04:13:00.000000+00:00\", \"2021-10-28 21:32:40.000000+00:00\", \"2020-06-28 20:57:46.000000+00:00\"], \"session_ids\": [\"9f34a6d6-fa55-45f6-80d2-e5e87af35890\", \"38769675-2637-4c5a-90d9-15b0a936de3d\", \"6f736d17-7c32-4dc7-ae8a-b62fdaab2379\", \"e215bdba-825b-4a68-93e4-e77d1f01ec8e\", \"706c67b8-d0bd-4f38-a6ea-d4fdf9bb6db8\", \"aa87b1c4-bcdb-4db0-9c72-067559dc72e5\", \"375aa6d1-b1ec-4671-bd72-f1e8a08813c5\", \"4569da8c-ea93-4bde-9bc5-e844c292c77a\", \"e0181311-1cb9-4851-93e3-47a76630c4a8\"], \"total_duration\": 2814.0, \"total_sessions\": 9, \"mean_week_duration\": 16.952}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-11 20:16:24.000000+00:00\", \"2019-02-13 22:56:37.000000+00:00\"], \"session_ids\": [\"4b6d9fb8-2995-476e-95f2-af242b15dabe\", \"99e70ea9-5630-458c-b299-9e667891f637\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}}, {\"50979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-07-11 03:18:38.000000+00:00\", \"2019-03-28 23:18:42.000000+00:00\"], \"session_ids\": [\"d80a2010-eb36-4ba6-b83e-a7b870d62243\", \"cd171fcb-fa89-464a-ba84-6c37c05670a0\"], \"total_duration\": 442.0, \"total_sessions\": 2, \"mean_week_duration\": 2.57}}, {\"50237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-08 21:20:49.000000+00:00\", \"2021-06-23 14:05:52.000000+00:00\"], \"session_ids\": [\"ce36b433-2e06-4d55-ac75-383bcf8a330e\", \"e95be718-53ec-4355-a206-976dd17c868e\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 4.517}}, {\"50222\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-15 03:40:07.000000+00:00\", \"2023-04-28 14:34:20.000000+00:00\", \"2021-08-28 05:50:56.000000+00:00\", \"2022-10-27 14:19:35.000000+00:00\", \"2021-12-05 11:01:34.000000+00:00\", \"2022-05-16 23:50:31.000000+00:00\", \"2020-02-27 04:13:00.000000+00:00\", \"2021-10-28 21:32:40.000000+00:00\", \"2020-06-28 20:57:46.000000+00:00\"], \"session_ids\": [\"9f34a6d6-fa55-45f6-80d2-e5e87af35890\", \"38769675-2637-4c5a-90d9-15b0a936de3d\", \"6f736d17-7c32-4dc7-ae8a-b62fdaab2379\", \"e215bdba-825b-4a68-93e4-e77d1f01ec8e\", \"706c67b8-d0bd-4f38-a6ea-d4fdf9bb6db8\", \"aa87b1c4-bcdb-4db0-9c72-067559dc72e5\", \"375aa6d1-b1ec-4671-bd72-f1e8a08813c5\", \"4569da8c-ea93-4bde-9bc5-e844c292c77a\", \"e0181311-1cb9-4851-93e3-47a76630c4a8\"], \"total_duration\": 2814.0, \"total_sessions\": 9, \"mean_week_duration\": 16.952}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-11 20:16:24.000000+00:00\", \"2019-02-13 22:56:37.000000+00:00\"], \"session_ids\": [\"4b6d9fb8-2995-476e-95f2-af242b15dabe\", \"99e70ea9-5630-458c-b299-9e667891f637\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}}, {\"50979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-07-11 03:18:38.000000+00:00\", \"2019-03-28 23:18:42.000000+00:00\"], \"session_ids\": [\"d80a2010-eb36-4ba6-b83e-a7b870d62243\", \"cd171fcb-fa89-464a-ba84-6c37c05670a0\"], \"total_duration\": 442.0, \"total_sessions\": 2, \"mean_week_duration\": 2.57}}, {\"50237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-08 21:20:49.000000+00:00\", \"2021-06-23 14:05:52.000000+00:00\"], \"session_ids\": [\"ce36b433-2e06-4d55-ac75-383bcf8a330e\", \"e95be718-53ec-4355-a206-976dd17c868e\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 4.517}}, {\"50222\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-15 03:40:07.000000+00:00\", \"2023-04-28 14:34:20.000000+00:00\", \"2021-08-28 05:50:56.000000+00:00\", \"2022-10-27 14:19:35.000000+00:00\", \"2021-12-05 11:01:34.000000+00:00\", \"2022-05-16 23:50:31.000000+00:00\", \"2020-02-27 04:13:00.000000+00:00\", \"2021-10-28 21:32:40.000000+00:00\", \"2020-06-28 20:57:46.000000+00:00\"], \"session_ids\": [\"9f34a6d6-fa55-45f6-80d2-e5e87af35890\", \"38769675-2637-4c5a-90d9-15b0a936de3d\", \"6f736d17-7c32-4dc7-ae8a-b62fdaab2379\", \"e215bdba-825b-4a68-93e4-e77d1f01ec8e\", \"706c67b8-d0bd-4f38-a6ea-d4fdf9bb6db8\", \"aa87b1c4-bcdb-4db0-9c72-067559dc72e5\", \"375aa6d1-b1ec-4671-bd72-f1e8a08813c5\", \"4569da8c-ea93-4bde-9bc5-e844c292c77a\", \"e0181311-1cb9-4851-93e3-47a76630c4a8\"], \"total_duration\": 2814.0, \"total_sessions\": 9, \"mean_week_duration\": 16.952}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-11 20:16:24.000000+00:00\", \"2019-02-13 22:56:37.000000+00:00\"], \"session_ids\": [\"4b6d9fb8-2995-476e-95f2-af242b15dabe\", \"99e70ea9-5630-458c-b299-9e667891f637\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.337}}, {\"50979\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-07-11 03:18:38.000000+00:00\", \"2019-03-28 23:18:42.000000+00:00\"], \"session_ids\": [\"d80a2010-eb36-4ba6-b83e-a7b870d62243\", \"cd171fcb-fa89-464a-ba84-6c37c05670a0\"], \"total_duration\": 442.0, \"total_sessions\": 2, \"mean_week_duration\": 2.57}}, {\"50237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-08 21:20:49.000000+00:00\", \"2021-06-23 14:05:52.000000+00:00\"], \"session_ids\": [\"ce36b433-2e06-4d55-ac75-383bcf8a330e\", \"e95be718-53ec-4355-a206-976dd17c868e\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 4.517}}, {\"50222\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-15 03:40:07.000000+00:00\", \"2023-04-28 14:34:20.000000+00:00\", \"2021-08-28 05:50:56.000000+00:00\", \"2022-10-27 14:19:35.000000+00:00\", \"2021-12-05 11:01:34.000000+00:00\", \"2022-05-16 23:50:31.000000+00:00\", \"2020-02-27 04:13:00.000000+00:00\", \"2021-10-28 21:32:40.000000+00:00\", \"2020-06-28 20:57:46.000000+00:00\"], \"session_ids\": [\"9f34a6d6-fa55-45f6-80d2-e5e87af35890\", \"38769675-2637-4c5a-90d9-15b0a936de3d\", \"6f736d17-7c32-4dc7-ae8a-b62fdaab2379\", \"e215bdba-825b-4a68-93e4-e77d1f01ec8e\", \"706c67b8-d0bd-4f38-a6ea-d4fdf9bb6db8\", \"aa87b1c4-bcdb-4db0-9c72-067559dc72e5\", \"375aa6d1-b1ec-4671-bd72-f1e8a08813c5\", \"4569da8c-ea93-4bde-9bc5-e844c292c77a\", \"e0181311-1cb9-4851-93e3-47a76630c4a8\"], \"total_duration\": 2814.0, \"total_sessions\": 9, \"mean_week_duration\": 16.952}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 8 users with a average of total time spent in the app per week that is = 21 plus execute sorting by median of duration of sessions per week in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78994\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-09-08 00:42:30.000000+00:00\", \"2021-12-14 09:20:43.000000+00:00\"], \"session_ids\": [\"a85522ca-5b0a-471c-bc7e-53acab4486ef\", \"b9761a99-ccf9-47d9-840e-d7021e51b168\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 12.286}, \"8807\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-22 22:43:07.000000+00:00\", \"2021-10-04 21:26:52.000000+00:00\"], \"session_ids\": [\"24b781e0-e518-4140-8375-fb1d3acbcece\", \"fb62a237-b0b9-4910-a3a3-9345f01ed54f\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}, \"46279\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-03-10 00:06:56.000000+00:00\", \"2019-12-16 07:37:49.000000+00:00\", \"2022-07-29 02:52:45.000000+00:00\", \"2023-06-07 09:11:47.000000+00:00\", \"2021-04-06 11:38:06.000000+00:00\", \"2019-08-07 15:20:51.000000+00:00\", \"2021-02-16 10:03:35.000000+00:00\"], \"session_ids\": [\"8112e65e-9018-4652-9cfa-424a35eed9b2\", \"20888dd2-5b8e-4f4f-9137-dd5bcf12265f\", \"97bc321b-974b-432d-bdaf-e36c8e5ff7e8\", \"dbfd4d36-b68c-408c-a249-68eab5721bbd\", \"eaa4d5dd-c97d-4154-bfb6-732e54679129\", \"6a189ded-4c64-4a7a-b565-64f6ce43a241\", \"90f94a67-cee7-49fe-9a65-028b6f0dd5be\"], \"total_duration\": 2236.0, \"total_sessions\": 7, \"mean_week_duration\": 11.18}, \"80452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-01 03:11:21.000000+00:00\", \"2022-07-13 07:04:20.000000+00:00\", \"2023-05-20 18:16:02.000000+00:00\", \"2023-06-08 18:39:31.000000+00:00\", \"2021-12-29 21:25:36.000000+00:00\", \"2020-07-18 13:28:28.000000+00:00\"], \"session_ids\": [\"7b8197d1-d228-4c81-a2ba-45553de492e5\", \"39d298eb-87f0-4928-ae43-26e14b46183e\", \"6859573c-8a1d-4795-b73c-e231867d903c\", \"cafe96e3-78b8-4847-a341-4b24fd8e8ef6\", \"1633b8d9-7a86-445e-9731-c9eb57fff6c1\", \"ec08a4cf-cec4-4ad7-8398-61a31aa038dd\"], \"total_duration\": 4964.0, \"total_sessions\": 6, \"mean_week_duration\": 30.642}, \"71953\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-01 01:13:51.000000+00:00\", \"2023-04-06 11:55:59.000000+00:00\", \"2020-11-23 02:33:04.000000+00:00\", \"2019-12-02 22:39:52.000000+00:00\", \"2021-05-05 16:18:42.000000+00:00\", \"2019-12-26 16:28:44.000000+00:00\", \"2021-10-09 19:40:22.000000+00:00\", \"2021-06-22 08:01:04.000000+00:00\", \"2019-10-02 02:07:11.000000+00:00\", \"2022-05-25 21:11:29.000000+00:00\", \"2022-11-09 16:14:00.000000+00:00\"], \"session_ids\": [\"9f9e5bfc-2dd7-4232-a670-48e07a48b1c8\", \"6cc279f9-ba89-499f-be6b-429b0d7fcf62\", \"9044d365-750d-4374-bfc2-360fb45540a4\", \"db6b6b3f-b053-493c-a0c7-1d308ad7c943\", \"f221cc1c-d4a9-4a1e-94a4-5cbdc92c3fe5\", \"268d0cf6-59ee-4f34-89b4-3f1a7314f23d\", \"55293968-9a6d-455a-bc21-3b514d10f267\", \"e797ce49-9289-4472-9520-283430dc4884\", \"2cd997bb-341b-4893-b3e7-b55c70f4d081\", \"f0ee8c1e-f811-429a-8fe0-cd1785641256\", \"b33bd940-ad05-49ad-b2ec-a3176aca26c7\"], \"total_duration\": 44106.0, \"total_sessions\": 11, \"mean_week_duration\": 239.707}, \"14800\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-20 18:13:08.000000+00:00\", \"2021-11-02 16:22:05.000000+00:00\", \"2022-12-15 15:42:51.000000+00:00\", \"2022-11-23 02:40:53.000000+00:00\", \"2019-03-30 16:28:57.000000+00:00\", \"2022-12-05 15:52:50.000000+00:00\"], \"session_ids\": [\"9a042208-3fec-4022-9c2a-773a4aef5bfc\", \"f3769d15-e22d-4755-8e81-7fad010780ae\", \"8baf9ced-4f16-48a9-a386-40348815b746\", \"4c6a9556-68b8-47cd-aa9c-e8323347e537\", \"ed4026d5-7bd8-4156-b208-51928b48cd6d\", \"8d1a89fb-d6a1-4050-bf6a-b059859c83b7\"], \"total_duration\": 4446.0, \"total_sessions\": 6, \"mean_week_duration\": 22.918}, \"21753\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-27 07:26:02.000000+00:00\", \"2022-01-20 20:10:51.000000+00:00\", \"2020-06-18 22:12:42.000000+00:00\", \"2022-01-16 16:47:48.000000+00:00\", \"2019-08-30 12:11:42.000000+00:00\", \"2022-05-05 09:10:52.000000+00:00\"], \"session_ids\": [\"1c57b0aa-3347-4ca6-aaf5-38281f41031b\", \"2ea61579-eb2a-40dc-96c4-9db1ed46c2fe\", \"dec53fcc-882e-45de-b460-39d4b961ccac\", \"511dc7e5-a6c4-4dfb-a3e7-0f79e8c515f9\", \"dde164fb-d615-4a56-820a-0d643dc66296\", \"d0a11d3b-7fa0-4b63-bbcc-42acd384e8a0\"], \"total_duration\": 1120.0, \"total_sessions\": 6, \"mean_week_duration\": 5.864}, \"36018\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-09 15:55:17.000000+00:00\", \"2021-10-15 08:16:00.000000+00:00\"], \"session_ids\": [\"578fb06e-9f47-4ea2-9f40-381a135a56a1\", \"e20bcbf1-84f0-44e1-8d4d-b859ecd820bb\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.724}, \"64290\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-10-07 15:06:14.000000+00:00\", \"2021-04-24 01:39:28.000000+00:00\", \"2021-06-26 10:29:33.000000+00:00\", \"2022-05-16 19:27:23.000000+00:00\", \"2020-05-17 04:55:41.000000+00:00\", \"2021-08-16 11:38:35.000000+00:00\", \"2020-01-11 17:20:33.000000+00:00\", \"2023-01-21 10:48:06.000000+00:00\"], \"session_ids\": [\"63df78fd-d994-41f0-beee-9bbb564c3d94\", \"cf6278a1-29f4-43b4-8e56-a0d5e3493882\", \"2a5b46af-b1f2-4294-81df-bf72cc5f4479\", \"43e41c00-0c57-4136-9cb7-7516d61d1517\", \"cc051810-ae5a-4eae-b601-47888652286e\", \"ece2f5c4-09e4-4de0-8cf5-3cefb29ad344\", \"6d3541c6-89b0-453a-93a5-81de71c342fd\", \"bb51b0ff-97ee-49c1-818f-b15e0d26e66a\"], \"total_duration\": 4829.0, \"total_sessions\": 8, \"mean_week_duration\": 30.563}, \"88889\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-24 08:41:16.000000+00:00\", \"2020-12-05 16:49:20.000000+00:00\"], \"session_ids\": [\"b8c76ea3-5598-455e-bf41-f386ceabd76c\", \"70714d97-293d-48b4-932d-e1e63525ef10\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 7.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 21"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[21, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 8 users with a time using the app per week that is above 4 and below 27, exclusive 4 as well as perform sorting by urban center name decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"89593\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-02-19 20:40:49.000000+00:00\", \"2021-09-28 01:01:49.000000+00:00\"], \"session_ids\": [\"62f86d7f-1048-4e14-b711-d836560bdc63\", \"18f147fd-1aaf-425d-b634-8db4c347030b\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.315}, \"63743\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2022-07-17 20:57:43.000000+00:00\", \"2019-08-02 19:16:56.000000+00:00\"], \"session_ids\": [\"61fa8ddc-3c3f-4cb1-b4db-b980ee4e7a43\", \"f88b5d74-5105-4fe0-9920-112693ccdb64\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.277}, \"92192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-29 22:22:36.000000+00:00\", \"2020-05-03 00:51:48.000000+00:00\"], \"session_ids\": [\"2761d428-2753-4596-ba9f-efbdb793673b\", \"cd82468a-fd9e-476d-9926-7ba7367424c7\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 15.826}, \"82395\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-23 03:44:34.000000+00:00\", \"2022-10-16 06:57:12.000000+00:00\"], \"session_ids\": [\"67aec243-ac13-4a06-a3c4-43548f627448\", \"ec56b421-f079-4878-af96-e65dae56e22e\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 1.737}, \"61737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-12-02 22:01:49.000000+00:00\", \"2021-12-03 12:49:06.000000+00:00\"], \"session_ids\": [\"f83c0505-c8cf-41e6-a333-ddc79570b492\", \"f16a40d7-ff79-4e29-a73f-f4734d9325f9\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.846}, \"93639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-06 21:28:31.000000+00:00\", \"2021-12-06 13:22:33.000000+00:00\", \"2021-08-28 06:19:19.000000+00:00\", \"2022-07-06 14:16:40.000000+00:00\"], \"session_ids\": [\"1c9c8645-13b5-4e07-9ca5-5754f2262232\", \"65d36142-8fe3-4783-aafe-517eb3295932\", \"5386367e-26ab-48f8-b12f-16e91fb8dc9b\", \"091ed9c9-2506-43a9-b73e-5da0a63b238c\"], \"total_duration\": 286.0, \"total_sessions\": 4, \"mean_week_duration\": 4.54}, \"21464\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-03 21:40:56.000000+00:00\", \"2023-03-16 20:19:08.000000+00:00\", \"2019-11-26 12:53:20.000000+00:00\"], \"session_ids\": [\"07974800-c12b-4afd-9f43-fbbef85fa245\", \"4eec1174-bed6-4cd4-921f-e506e1724d60\", \"f9359d01-eb27-47ce-9eca-431b2eadcc47\"], \"total_duration\": 426.0, \"total_sessions\": 3, \"mean_week_duration\": 2.019}, \"52226\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-13 03:28:21.000000+00:00\", \"2022-12-10 16:40:24.000000+00:00\", \"2020-06-06 22:13:50.000000+00:00\"], \"session_ids\": [\"fd73b9bb-8d82-4896-98ef-465a6cb8719c\", \"7aca6018-84dd-4c54-baf6-94dc2c9e5de6\", \"1611b99d-46b8-483e-8cf2-e292d5eaa4f9\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.679}, \"61809\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-30 09:18:56.000000+00:00\", \"2022-12-03 12:47:37.000000+00:00\"], \"session_ids\": [\"22c6ebd5-fc85-4915-8283-1660092ee315\", \"a0ae7b10-c7af-4710-9765-b01a69b714ed\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}, \"36070\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-03 17:30:35.000000+00:00\", \"2022-10-19 22:28:22.000000+00:00\"], \"session_ids\": [\"0e221504-e273-4eb6-95ed-77f747f3389a\", \"781a313b-080a-454a-a349-82588a73ca62\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.124}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 4 and are equal or less than 27"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[4, 27]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-29 22:22:36.000000+00:00\", \"2020-05-03 00:51:48.000000+00:00\"], \"session_ids\": [\"2761d428-2753-4596-ba9f-efbdb793673b\", \"cd82468a-fd9e-476d-9926-7ba7367424c7\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 15.826}, \"93639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-06 21:28:31.000000+00:00\", \"2021-12-06 13:22:33.000000+00:00\", \"2021-08-28 06:19:19.000000+00:00\", \"2022-07-06 14:16:40.000000+00:00\"], \"session_ids\": [\"1c9c8645-13b5-4e07-9ca5-5754f2262232\", \"65d36142-8fe3-4783-aafe-517eb3295932\", \"5386367e-26ab-48f8-b12f-16e91fb8dc9b\", \"091ed9c9-2506-43a9-b73e-5da0a63b238c\"], \"total_duration\": 286.0, \"total_sessions\": 4, \"mean_week_duration\": 4.54}, \"61809\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-30 09:18:56.000000+00:00\", \"2022-12-03 12:47:37.000000+00:00\"], \"session_ids\": [\"22c6ebd5-fc85-4915-8283-1660092ee315\", \"a0ae7b10-c7af-4710-9765-b01a69b714ed\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-06 21:28:31.000000+00:00\", \"2021-12-06 13:22:33.000000+00:00\", \"2021-08-28 06:19:19.000000+00:00\", \"2022-07-06 14:16:40.000000+00:00\"], \"session_ids\": [\"1c9c8645-13b5-4e07-9ca5-5754f2262232\", \"65d36142-8fe3-4783-aafe-517eb3295932\", \"5386367e-26ab-48f8-b12f-16e91fb8dc9b\", \"091ed9c9-2506-43a9-b73e-5da0a63b238c\"], \"total_duration\": 286.0, \"total_sessions\": 4, \"mean_week_duration\": 4.54}}, {\"61809\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-30 09:18:56.000000+00:00\", \"2022-12-03 12:47:37.000000+00:00\"], \"session_ids\": [\"22c6ebd5-fc85-4915-8283-1660092ee315\", \"a0ae7b10-c7af-4710-9765-b01a69b714ed\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}}, {\"92192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-29 22:22:36.000000+00:00\", \"2020-05-03 00:51:48.000000+00:00\"], \"session_ids\": [\"2761d428-2753-4596-ba9f-efbdb793673b\", \"cd82468a-fd9e-476d-9926-7ba7367424c7\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 15.826}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-06 21:28:31.000000+00:00\", \"2021-12-06 13:22:33.000000+00:00\", \"2021-08-28 06:19:19.000000+00:00\", \"2022-07-06 14:16:40.000000+00:00\"], \"session_ids\": [\"1c9c8645-13b5-4e07-9ca5-5754f2262232\", \"65d36142-8fe3-4783-aafe-517eb3295932\", \"5386367e-26ab-48f8-b12f-16e91fb8dc9b\", \"091ed9c9-2506-43a9-b73e-5da0a63b238c\"], \"total_duration\": 286.0, \"total_sessions\": 4, \"mean_week_duration\": 4.54}}, {\"61809\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-30 09:18:56.000000+00:00\", \"2022-12-03 12:47:37.000000+00:00\"], \"session_ids\": [\"22c6ebd5-fc85-4915-8283-1660092ee315\", \"a0ae7b10-c7af-4710-9765-b01a69b714ed\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}}, {\"92192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-29 22:22:36.000000+00:00\", \"2020-05-03 00:51:48.000000+00:00\"], \"session_ids\": [\"2761d428-2753-4596-ba9f-efbdb793673b\", \"cd82468a-fd9e-476d-9926-7ba7367424c7\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 15.826}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-06 21:28:31.000000+00:00\", \"2021-12-06 13:22:33.000000+00:00\", \"2021-08-28 06:19:19.000000+00:00\", \"2022-07-06 14:16:40.000000+00:00\"], \"session_ids\": [\"1c9c8645-13b5-4e07-9ca5-5754f2262232\", \"65d36142-8fe3-4783-aafe-517eb3295932\", \"5386367e-26ab-48f8-b12f-16e91fb8dc9b\", \"091ed9c9-2506-43a9-b73e-5da0a63b238c\"], \"total_duration\": 286.0, \"total_sessions\": 4, \"mean_week_duration\": 4.54}}, {\"61809\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-30 09:18:56.000000+00:00\", \"2022-12-03 12:47:37.000000+00:00\"], \"session_ids\": [\"22c6ebd5-fc85-4915-8283-1660092ee315\", \"a0ae7b10-c7af-4710-9765-b01a69b714ed\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 10.5}}, {\"92192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-11-29 22:22:36.000000+00:00\", \"2020-05-03 00:51:48.000000+00:00\"], \"session_ids\": [\"2761d428-2753-4596-ba9f-efbdb793673b\", \"cd82468a-fd9e-476d-9926-7ba7367424c7\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 15.826}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 4 users with a sessions total that is = 4 and carry out sorting by city name form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-05-16 17:52:02.000000+00:00\", \"2022-09-29 02:11:58.000000+00:00\"], \"session_ids\": [\"f247b7b5-3392-42d7-a4bd-eac63a764a40\", \"9fb451f7-e489-48e3-8d55-e464f7918961\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 2.236}, \"24254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-09 10:59:43.000000+00:00\", \"2019-02-26 22:12:53.000000+00:00\", \"2019-09-23 16:13:54.000000+00:00\", \"2019-06-05 16:31:11.000000+00:00\", \"2020-02-15 07:09:52.000000+00:00\", \"2021-06-08 00:38:27.000000+00:00\", \"2020-05-16 22:36:00.000000+00:00\", \"2020-09-19 17:15:19.000000+00:00\", \"2022-08-16 10:43:08.000000+00:00\", \"2019-06-24 18:14:55.000000+00:00\"], \"session_ids\": [\"920fa56b-a9f9-4eea-a384-28cc7602e0fa\", \"a2ae7e64-9072-44b2-9884-c728c1dc472d\", \"5fd762ce-2ad3-4dc2-877a-cafc05c21502\", \"bdc3df41-7a99-4e5b-af8a-d156d148eaef\", \"a3ccf158-660a-4591-9652-1a187260c6d4\", \"888e81bf-3763-4f6a-8381-efab68acf273\", \"35eeeda4-4465-4647-b6a9-6410bb032c21\", \"9498f1d5-5b3c-42da-80e1-e7681407b46d\", \"41318054-dd7f-43d1-940d-3078e701d26e\", \"d7dc1124-1d1a-4695-a725-d04a670a0123\"], \"total_duration\": 4915.0, \"total_sessions\": 10, \"mean_week_duration\": 27.155}, \"25461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-14 06:47:25.000000+00:00\", \"2023-03-18 23:20:03.000000+00:00\", \"2023-06-14 18:21:09.000000+00:00\", \"2020-05-21 21:14:48.000000+00:00\", \"2022-07-20 10:11:51.000000+00:00\", \"2023-03-29 11:13:12.000000+00:00\", \"2023-02-07 21:45:39.000000+00:00\", \"2019-05-26 11:04:02.000000+00:00\", \"2020-05-16 23:30:29.000000+00:00\", \"2022-02-04 19:14:42.000000+00:00\"], \"session_ids\": [\"bb56e785-075a-464e-bc34-d8e5346f47a7\", \"5251e4bc-9d18-4a8b-857a-4ba0cbde21b3\", \"53d74824-a0d6-4ab0-87f5-2b4f4b9111fa\", \"ee7f6183-82c4-4d50-8247-ede71762fd8c\", \"82ac8040-2642-4180-a8f4-97b0fa7c2bff\", \"7ef347b1-d086-4efd-9a66-2d7a2ed95289\", \"9de2322c-b79d-4c1c-baf0-37ec6ba792af\", \"3fb665c6-c0c7-435d-b73f-c111afb54d8f\", \"6fad4d55-dc44-463d-8323-c8147e7ea240\", \"17b14ef2-b539-4bdc-9109-c5a29ad2478d\"], \"total_duration\": 170.0, \"total_sessions\": 10, \"mean_week_duration\": 0.802}, \"34691\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-04 22:00:25.000000+00:00\", \"2020-12-16 17:00:42.000000+00:00\"], \"session_ids\": [\"000846cb-7654-4944-b39e-564a0a02c8d9\", \"d6ebae5f-7bca-4bc7-ab02-35bb4dc0dab9\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 3.068}, \"25113\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-18 13:14:38.000000+00:00\", \"2023-02-17 14:24:51.000000+00:00\", \"2019-03-11 03:31:21.000000+00:00\"], \"session_ids\": [\"0ab30de6-0bec-444a-83d0-629888dacb98\", \"19189cdd-34ee-4353-8e0d-b3b7763b2a06\", \"451163f7-0062-4158-b658-1bac8c96b10f\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 0.427}, \"88009\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-20 08:30:30.000000+00:00\", \"2023-02-26 09:16:41.000000+00:00\"], \"session_ids\": [\"70fb9fc8-f0b7-48c1-a20c-2addaf81f010\", \"fffe80c7-2948-4f4a-95d2-377293e02108\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 2.842}, \"46780\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-26 18:10:07.000000+00:00\", \"2020-06-13 09:55:58.000000+00:00\"], \"session_ids\": [\"2d565175-9aeb-4cff-97f9-9eeab69d5c51\", \"5774ca67-8cb7-407b-8b71-4fd7ec0582d2\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.196}, \"10007\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-09-27 18:26:38.000000+00:00\", \"2022-11-09 15:58:21.000000+00:00\"], \"session_ids\": [\"fcef341c-91af-4e79-bbf6-bb0b0120d8c1\", \"70cd582b-1ab5-4beb-b929-e3578b950cdf\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 0.982}, \"4697\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-01-29 17:18:12.000000+00:00\", \"2022-08-08 08:04:58.000000+00:00\"], \"session_ids\": [\"27c063ff-4d15-4ff6-8973-2470862471ec\", \"198ba51a-77f3-41a2-ac13-5e290d607726\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.964}, \"87013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-18 20:06:20.000000+00:00\", \"2019-05-13 05:46:46.000000+00:00\"], \"session_ids\": [\"f0822cc1-d1ca-40fd-ab2a-26d529ac1887\", \"7826eda8-8958-43d5-b393-24d871172e4d\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 1.941}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[4, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 7 users who have site usage time strictly less than 1579 and greater than 4980 (not including) and in addition implement sorting by all sessions quantity descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-19 23:44:35.000000+00:00\", \"2023-05-27 20:11:09.000000+00:00\"], \"session_ids\": [\"d8cfd3a0-ea26-4127-a773-d81844215d34\", \"c050f37c-1967-4958-8245-7e11734c96ac\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 2.551}, \"50865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-01-10 22:30:39.000000+00:00\", \"2020-01-07 06:11:59.000000+00:00\"], \"session_ids\": [\"1248675d-dc06-4c22-8731-0e75f2551339\", \"14b03afb-5a84-4869-82fd-341bda82e7e4\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 345.0}, \"18149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-12-26 03:37:05.000000+00:00\", \"2022-06-11 16:09:12.000000+00:00\", \"2020-03-26 01:28:03.000000+00:00\", \"2019-06-20 11:04:20.000000+00:00\"], \"session_ids\": [\"f33fda2c-368c-4c48-872f-8e4ecec844e3\", \"e1833a14-d11a-4732-8d5c-8b8a84e0900a\", \"3a3b2f66-c534-464d-8fc3-f2609d47209f\", \"02212b3a-5475-43aa-a5dc-08da0cf6c5bd\"], \"total_duration\": 521.0, \"total_sessions\": 4, \"mean_week_duration\": 3.34}, \"57695\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-01 04:23:46.000000+00:00\", \"2021-07-31 22:46:56.000000+00:00\", \"2022-09-12 14:02:58.000000+00:00\", \"2020-01-06 04:41:34.000000+00:00\"], \"session_ids\": [\"2fdb85eb-8984-48e1-b88d-34fdb5e4923a\", \"1db1bfcd-ee01-4466-a338-9f008e67ea7f\", \"571af44a-653b-4a16-9935-00de5045f37f\", \"24f983fb-feac-4f8e-bfab-f54d939023ec\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 5.75}, \"75587\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-05-06 15:26:00.000000+00:00\", \"2023-05-01 07:24:02.000000+00:00\"], \"session_ids\": [\"cc130b12-e05d-493b-adc7-606485c57d0a\", \"dca3c15c-ee42-4424-ba5e-a46cf23263b7\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.471}, \"48382\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-17 17:00:46.000000+00:00\", \"2022-06-27 00:21:45.000000+00:00\", \"2020-01-18 20:17:12.000000+00:00\"], \"session_ids\": [\"4f082fd6-86ab-4812-8f3c-5b8dc3db014b\", \"0f3a5cc1-16e1-4d8c-bb2f-6eccf8de1cf3\", \"cdb52570-88f0-467c-9614-afa729af5644\"], \"total_duration\": 478.0, \"total_sessions\": 3, \"mean_week_duration\": 3.734}, \"68910\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-12-24 12:31:31.000000+00:00\", \"2021-02-06 16:01:21.000000+00:00\", \"2021-02-16 20:25:16.000000+00:00\", \"2023-06-27 23:39:50.000000+00:00\", \"2021-06-27 15:15:19.000000+00:00\"], \"session_ids\": [\"c61e73f5-44a0-4b50-863a-f3d5032326ae\", \"5b76fa77-d064-40fb-9be2-f81702d52e02\", \"2baf3283-cd88-4faa-bd86-313b9de57479\", \"0030e36e-96e1-48aa-89d4-5b54bcec2528\", \"231dd8a5-e970-4267-b8a3-301bd2e69ef4\"], \"total_duration\": 648.0, \"total_sessions\": 5, \"mean_week_duration\": 5.184}, \"29251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-02 22:48:27.000000+00:00\", \"2019-11-14 16:47:02.000000+00:00\", \"2020-06-21 12:06:13.000000+00:00\"], \"session_ids\": [\"5e123b3d-8ab4-4918-9202-5fe8299eebda\", \"f2823cd0-efa4-4873-aac3-3e36d0ee4800\", \"5c4577fc-8559-4ad3-bc39-2c30f5d6fed3\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.188}, \"48892\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-12-05 18:33:24.000000+00:00\", \"2021-05-25 13:07:33.000000+00:00\"], \"session_ids\": [\"a0eb4e8e-8e8d-49a6-a1ce-d78840bbce09\", \"9f0669ee-0f89-4e7c-b0a5-e5a50c2d02a8\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}, \"88347\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-07 09:11:23.000000+00:00\", \"2020-03-27 21:40:12.000000+00:00\", \"2019-12-03 20:26:20.000000+00:00\", \"2021-05-09 04:42:02.000000+00:00\"], \"session_ids\": [\"f22d67c8-ace9-444e-b88f-61c744b28869\", \"9e7f0da4-011c-4eb7-9b46-37f815ef8ee8\", \"2a6cb80a-9e2d-4478-ac52-400fbbd50fe0\", \"3e762828-3efa-4c9b-881c-c1945247ca47\"], \"total_duration\": 527.0, \"total_sessions\": 4, \"mean_week_duration\": 3.764}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1579 and are greater than 4980"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[1579, 4980]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-19 23:44:35.000000+00:00\", \"2023-05-27 20:11:09.000000+00:00\"], \"session_ids\": [\"d8cfd3a0-ea26-4127-a773-d81844215d34\", \"c050f37c-1967-4958-8245-7e11734c96ac\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 2.551}, \"50865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-01-10 22:30:39.000000+00:00\", \"2020-01-07 06:11:59.000000+00:00\"], \"session_ids\": [\"1248675d-dc06-4c22-8731-0e75f2551339\", \"14b03afb-5a84-4869-82fd-341bda82e7e4\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 345.0}, \"18149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-12-26 03:37:05.000000+00:00\", \"2022-06-11 16:09:12.000000+00:00\", \"2020-03-26 01:28:03.000000+00:00\", \"2019-06-20 11:04:20.000000+00:00\"], \"session_ids\": [\"f33fda2c-368c-4c48-872f-8e4ecec844e3\", \"e1833a14-d11a-4732-8d5c-8b8a84e0900a\", \"3a3b2f66-c534-464d-8fc3-f2609d47209f\", \"02212b3a-5475-43aa-a5dc-08da0cf6c5bd\"], \"total_duration\": 521.0, \"total_sessions\": 4, \"mean_week_duration\": 3.34}, \"57695\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-01 04:23:46.000000+00:00\", \"2021-07-31 22:46:56.000000+00:00\", \"2022-09-12 14:02:58.000000+00:00\", \"2020-01-06 04:41:34.000000+00:00\"], \"session_ids\": [\"2fdb85eb-8984-48e1-b88d-34fdb5e4923a\", \"1db1bfcd-ee01-4466-a338-9f008e67ea7f\", \"571af44a-653b-4a16-9935-00de5045f37f\", \"24f983fb-feac-4f8e-bfab-f54d939023ec\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 5.75}, \"75587\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-05-06 15:26:00.000000+00:00\", \"2023-05-01 07:24:02.000000+00:00\"], \"session_ids\": [\"cc130b12-e05d-493b-adc7-606485c57d0a\", \"dca3c15c-ee42-4424-ba5e-a46cf23263b7\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.471}, \"48382\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-17 17:00:46.000000+00:00\", \"2022-06-27 00:21:45.000000+00:00\", \"2020-01-18 20:17:12.000000+00:00\"], \"session_ids\": [\"4f082fd6-86ab-4812-8f3c-5b8dc3db014b\", \"0f3a5cc1-16e1-4d8c-bb2f-6eccf8de1cf3\", \"cdb52570-88f0-467c-9614-afa729af5644\"], \"total_duration\": 478.0, \"total_sessions\": 3, \"mean_week_duration\": 3.734}, \"68910\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-12-24 12:31:31.000000+00:00\", \"2021-02-06 16:01:21.000000+00:00\", \"2021-02-16 20:25:16.000000+00:00\", \"2023-06-27 23:39:50.000000+00:00\", \"2021-06-27 15:15:19.000000+00:00\"], \"session_ids\": [\"c61e73f5-44a0-4b50-863a-f3d5032326ae\", \"5b76fa77-d064-40fb-9be2-f81702d52e02\", \"2baf3283-cd88-4faa-bd86-313b9de57479\", \"0030e36e-96e1-48aa-89d4-5b54bcec2528\", \"231dd8a5-e970-4267-b8a3-301bd2e69ef4\"], \"total_duration\": 648.0, \"total_sessions\": 5, \"mean_week_duration\": 5.184}, \"29251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-02 22:48:27.000000+00:00\", \"2019-11-14 16:47:02.000000+00:00\", \"2020-06-21 12:06:13.000000+00:00\"], \"session_ids\": [\"5e123b3d-8ab4-4918-9202-5fe8299eebda\", \"f2823cd0-efa4-4873-aac3-3e36d0ee4800\", \"5c4577fc-8559-4ad3-bc39-2c30f5d6fed3\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.188}, \"48892\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-12-05 18:33:24.000000+00:00\", \"2021-05-25 13:07:33.000000+00:00\"], \"session_ids\": [\"a0eb4e8e-8e8d-49a6-a1ce-d78840bbce09\", \"9f0669ee-0f89-4e7c-b0a5-e5a50c2d02a8\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}, \"88347\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-07 09:11:23.000000+00:00\", \"2020-03-27 21:40:12.000000+00:00\", \"2019-12-03 20:26:20.000000+00:00\", \"2021-05-09 04:42:02.000000+00:00\"], \"session_ids\": [\"f22d67c8-ace9-444e-b88f-61c744b28869\", \"9e7f0da4-011c-4eb7-9b46-37f815ef8ee8\", \"2a6cb80a-9e2d-4478-ac52-400fbbd50fe0\", \"3e762828-3efa-4c9b-881c-c1945247ca47\"], \"total_duration\": 527.0, \"total_sessions\": 4, \"mean_week_duration\": 3.764}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"68910\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-12-24 12:31:31.000000+00:00\", \"2021-02-06 16:01:21.000000+00:00\", \"2021-02-16 20:25:16.000000+00:00\", \"2023-06-27 23:39:50.000000+00:00\", \"2021-06-27 15:15:19.000000+00:00\"], \"session_ids\": [\"c61e73f5-44a0-4b50-863a-f3d5032326ae\", \"5b76fa77-d064-40fb-9be2-f81702d52e02\", \"2baf3283-cd88-4faa-bd86-313b9de57479\", \"0030e36e-96e1-48aa-89d4-5b54bcec2528\", \"231dd8a5-e970-4267-b8a3-301bd2e69ef4\"], \"total_duration\": 648.0, \"total_sessions\": 5, \"mean_week_duration\": 5.184}}, {\"18149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-12-26 03:37:05.000000+00:00\", \"2022-06-11 16:09:12.000000+00:00\", \"2020-03-26 01:28:03.000000+00:00\", \"2019-06-20 11:04:20.000000+00:00\"], \"session_ids\": [\"f33fda2c-368c-4c48-872f-8e4ecec844e3\", \"e1833a14-d11a-4732-8d5c-8b8a84e0900a\", \"3a3b2f66-c534-464d-8fc3-f2609d47209f\", \"02212b3a-5475-43aa-a5dc-08da0cf6c5bd\"], \"total_duration\": 521.0, \"total_sessions\": 4, \"mean_week_duration\": 3.34}}, {\"57695\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-01 04:23:46.000000+00:00\", \"2021-07-31 22:46:56.000000+00:00\", \"2022-09-12 14:02:58.000000+00:00\", \"2020-01-06 04:41:34.000000+00:00\"], \"session_ids\": [\"2fdb85eb-8984-48e1-b88d-34fdb5e4923a\", \"1db1bfcd-ee01-4466-a338-9f008e67ea7f\", \"571af44a-653b-4a16-9935-00de5045f37f\", \"24f983fb-feac-4f8e-bfab-f54d939023ec\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 5.75}}, {\"88347\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-07 09:11:23.000000+00:00\", \"2020-03-27 21:40:12.000000+00:00\", \"2019-12-03 20:26:20.000000+00:00\", \"2021-05-09 04:42:02.000000+00:00\"], \"session_ids\": [\"f22d67c8-ace9-444e-b88f-61c744b28869\", \"9e7f0da4-011c-4eb7-9b46-37f815ef8ee8\", \"2a6cb80a-9e2d-4478-ac52-400fbbd50fe0\", \"3e762828-3efa-4c9b-881c-c1945247ca47\"], \"total_duration\": 527.0, \"total_sessions\": 4, \"mean_week_duration\": 3.764}}, {\"48382\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-17 17:00:46.000000+00:00\", \"2022-06-27 00:21:45.000000+00:00\", \"2020-01-18 20:17:12.000000+00:00\"], \"session_ids\": [\"4f082fd6-86ab-4812-8f3c-5b8dc3db014b\", \"0f3a5cc1-16e1-4d8c-bb2f-6eccf8de1cf3\", \"cdb52570-88f0-467c-9614-afa729af5644\"], \"total_duration\": 478.0, \"total_sessions\": 3, \"mean_week_duration\": 3.734}}, {\"29251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-02 22:48:27.000000+00:00\", \"2019-11-14 16:47:02.000000+00:00\", \"2020-06-21 12:06:13.000000+00:00\"], \"session_ids\": [\"5e123b3d-8ab4-4918-9202-5fe8299eebda\", \"f2823cd0-efa4-4873-aac3-3e36d0ee4800\", \"5c4577fc-8559-4ad3-bc39-2c30f5d6fed3\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.188}}, {\"63518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-19 23:44:35.000000+00:00\", \"2023-05-27 20:11:09.000000+00:00\"], \"session_ids\": [\"d8cfd3a0-ea26-4127-a773-d81844215d34\", \"c050f37c-1967-4958-8245-7e11734c96ac\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 2.551}}, {\"50865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-01-10 22:30:39.000000+00:00\", \"2020-01-07 06:11:59.000000+00:00\"], \"session_ids\": [\"1248675d-dc06-4c22-8731-0e75f2551339\", \"14b03afb-5a84-4869-82fd-341bda82e7e4\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 345.0}}, {\"75587\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-05-06 15:26:00.000000+00:00\", \"2023-05-01 07:24:02.000000+00:00\"], \"session_ids\": [\"cc130b12-e05d-493b-adc7-606485c57d0a\", \"dca3c15c-ee42-4424-ba5e-a46cf23263b7\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.471}}, {\"48892\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-12-05 18:33:24.000000+00:00\", \"2021-05-25 13:07:33.000000+00:00\"], \"session_ids\": [\"a0eb4e8e-8e8d-49a6-a1ce-d78840bbce09\", \"9f0669ee-0f89-4e7c-b0a5-e5a50c2d02a8\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"68910\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-12-24 12:31:31.000000+00:00\", \"2021-02-06 16:01:21.000000+00:00\", \"2021-02-16 20:25:16.000000+00:00\", \"2023-06-27 23:39:50.000000+00:00\", \"2021-06-27 15:15:19.000000+00:00\"], \"session_ids\": [\"c61e73f5-44a0-4b50-863a-f3d5032326ae\", \"5b76fa77-d064-40fb-9be2-f81702d52e02\", \"2baf3283-cd88-4faa-bd86-313b9de57479\", \"0030e36e-96e1-48aa-89d4-5b54bcec2528\", \"231dd8a5-e970-4267-b8a3-301bd2e69ef4\"], \"total_duration\": 648.0, \"total_sessions\": 5, \"mean_week_duration\": 5.184}}, {\"18149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-12-26 03:37:05.000000+00:00\", \"2022-06-11 16:09:12.000000+00:00\", \"2020-03-26 01:28:03.000000+00:00\", \"2019-06-20 11:04:20.000000+00:00\"], \"session_ids\": [\"f33fda2c-368c-4c48-872f-8e4ecec844e3\", \"e1833a14-d11a-4732-8d5c-8b8a84e0900a\", \"3a3b2f66-c534-464d-8fc3-f2609d47209f\", \"02212b3a-5475-43aa-a5dc-08da0cf6c5bd\"], \"total_duration\": 521.0, \"total_sessions\": 4, \"mean_week_duration\": 3.34}}, {\"57695\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-01 04:23:46.000000+00:00\", \"2021-07-31 22:46:56.000000+00:00\", \"2022-09-12 14:02:58.000000+00:00\", \"2020-01-06 04:41:34.000000+00:00\"], \"session_ids\": [\"2fdb85eb-8984-48e1-b88d-34fdb5e4923a\", \"1db1bfcd-ee01-4466-a338-9f008e67ea7f\", \"571af44a-653b-4a16-9935-00de5045f37f\", \"24f983fb-feac-4f8e-bfab-f54d939023ec\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 5.75}}, {\"88347\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-07 09:11:23.000000+00:00\", \"2020-03-27 21:40:12.000000+00:00\", \"2019-12-03 20:26:20.000000+00:00\", \"2021-05-09 04:42:02.000000+00:00\"], \"session_ids\": [\"f22d67c8-ace9-444e-b88f-61c744b28869\", \"9e7f0da4-011c-4eb7-9b46-37f815ef8ee8\", \"2a6cb80a-9e2d-4478-ac52-400fbbd50fe0\", \"3e762828-3efa-4c9b-881c-c1945247ca47\"], \"total_duration\": 527.0, \"total_sessions\": 4, \"mean_week_duration\": 3.764}}, {\"48382\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-17 17:00:46.000000+00:00\", \"2022-06-27 00:21:45.000000+00:00\", \"2020-01-18 20:17:12.000000+00:00\"], \"session_ids\": [\"4f082fd6-86ab-4812-8f3c-5b8dc3db014b\", \"0f3a5cc1-16e1-4d8c-bb2f-6eccf8de1cf3\", \"cdb52570-88f0-467c-9614-afa729af5644\"], \"total_duration\": 478.0, \"total_sessions\": 3, \"mean_week_duration\": 3.734}}, {\"29251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-02 22:48:27.000000+00:00\", \"2019-11-14 16:47:02.000000+00:00\", \"2020-06-21 12:06:13.000000+00:00\"], \"session_ids\": [\"5e123b3d-8ab4-4918-9202-5fe8299eebda\", \"f2823cd0-efa4-4873-aac3-3e36d0ee4800\", \"5c4577fc-8559-4ad3-bc39-2c30f5d6fed3\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.188}}, {\"63518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-19 23:44:35.000000+00:00\", \"2023-05-27 20:11:09.000000+00:00\"], \"session_ids\": [\"d8cfd3a0-ea26-4127-a773-d81844215d34\", \"c050f37c-1967-4958-8245-7e11734c96ac\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 2.551}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"68910\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-12-24 12:31:31.000000+00:00\", \"2021-02-06 16:01:21.000000+00:00\", \"2021-02-16 20:25:16.000000+00:00\", \"2023-06-27 23:39:50.000000+00:00\", \"2021-06-27 15:15:19.000000+00:00\"], \"session_ids\": [\"c61e73f5-44a0-4b50-863a-f3d5032326ae\", \"5b76fa77-d064-40fb-9be2-f81702d52e02\", \"2baf3283-cd88-4faa-bd86-313b9de57479\", \"0030e36e-96e1-48aa-89d4-5b54bcec2528\", \"231dd8a5-e970-4267-b8a3-301bd2e69ef4\"], \"total_duration\": 648.0, \"total_sessions\": 5, \"mean_week_duration\": 5.184}}, {\"18149\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-12-26 03:37:05.000000+00:00\", \"2022-06-11 16:09:12.000000+00:00\", \"2020-03-26 01:28:03.000000+00:00\", \"2019-06-20 11:04:20.000000+00:00\"], \"session_ids\": [\"f33fda2c-368c-4c48-872f-8e4ecec844e3\", \"e1833a14-d11a-4732-8d5c-8b8a84e0900a\", \"3a3b2f66-c534-464d-8fc3-f2609d47209f\", \"02212b3a-5475-43aa-a5dc-08da0cf6c5bd\"], \"total_duration\": 521.0, \"total_sessions\": 4, \"mean_week_duration\": 3.34}}, {\"57695\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-01 04:23:46.000000+00:00\", \"2021-07-31 22:46:56.000000+00:00\", \"2022-09-12 14:02:58.000000+00:00\", \"2020-01-06 04:41:34.000000+00:00\"], \"session_ids\": [\"2fdb85eb-8984-48e1-b88d-34fdb5e4923a\", \"1db1bfcd-ee01-4466-a338-9f008e67ea7f\", \"571af44a-653b-4a16-9935-00de5045f37f\", \"24f983fb-feac-4f8e-bfab-f54d939023ec\"], \"total_duration\": 805.0, \"total_sessions\": 4, \"mean_week_duration\": 5.75}}, {\"88347\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-07 09:11:23.000000+00:00\", \"2020-03-27 21:40:12.000000+00:00\", \"2019-12-03 20:26:20.000000+00:00\", \"2021-05-09 04:42:02.000000+00:00\"], \"session_ids\": [\"f22d67c8-ace9-444e-b88f-61c744b28869\", \"9e7f0da4-011c-4eb7-9b46-37f815ef8ee8\", \"2a6cb80a-9e2d-4478-ac52-400fbbd50fe0\", \"3e762828-3efa-4c9b-881c-c1945247ca47\"], \"total_duration\": 527.0, \"total_sessions\": 4, \"mean_week_duration\": 3.764}}, {\"48382\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-17 17:00:46.000000+00:00\", \"2022-06-27 00:21:45.000000+00:00\", \"2020-01-18 20:17:12.000000+00:00\"], \"session_ids\": [\"4f082fd6-86ab-4812-8f3c-5b8dc3db014b\", \"0f3a5cc1-16e1-4d8c-bb2f-6eccf8de1cf3\", \"cdb52570-88f0-467c-9614-afa729af5644\"], \"total_duration\": 478.0, \"total_sessions\": 3, \"mean_week_duration\": 3.734}}, {\"29251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-02 22:48:27.000000+00:00\", \"2019-11-14 16:47:02.000000+00:00\", \"2020-06-21 12:06:13.000000+00:00\"], \"session_ids\": [\"5e123b3d-8ab4-4918-9202-5fe8299eebda\", \"f2823cd0-efa4-4873-aac3-3e36d0ee4800\", \"5c4577fc-8559-4ad3-bc39-2c30f5d6fed3\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.188}}, {\"63518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-19 23:44:35.000000+00:00\", \"2023-05-27 20:11:09.000000+00:00\"], \"session_ids\": [\"d8cfd3a0-ea26-4127-a773-d81844215d34\", \"c050f37c-1967-4958-8245-7e11734c96ac\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 2.551}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users who have total time using the app strictly bigger than 2694 and smaller than 603 also apply sorting by total amount of duration in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-01-15 08:30:27.000000+00:00\", \"2020-12-25 01:41:40.000000+00:00\", \"2023-05-30 13:24:11.000000+00:00\"], \"session_ids\": [\"14f58a10-0e3a-4065-85c7-ff72a0d90a16\", \"3557969f-6986-411b-a955-8dd449909c96\", \"e0061606-1fd9-4477-aa89-96d0838851c8\"], \"total_duration\": 741.0, \"total_sessions\": 3, \"mean_week_duration\": 5.835}, \"29853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-10 21:07:04.000000+00:00\", \"2020-05-28 12:37:43.000000+00:00\", \"2019-07-25 09:10:19.000000+00:00\", \"2020-04-03 05:47:48.000000+00:00\", \"2020-06-06 04:48:03.000000+00:00\", \"2019-10-17 03:26:05.000000+00:00\"], \"session_ids\": [\"7566fc7b-536d-41b2-a4fc-1d718c020b39\", \"a15ca7b5-27ea-4565-90d4-6c91abc51ad5\", \"329895d4-aa15-4a11-8271-97c7575c8f70\", \"7b0e7a5a-4680-4728-9cc3-206c36f47417\", \"80c8ed6d-3711-485d-9c73-315e4e2edfe7\", \"c5b2bef6-51dc-40fe-ba4c-37f7aa21d729\"], \"total_duration\": 123.0, \"total_sessions\": 6, \"mean_week_duration\": 1.194}, \"75753\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-24 18:35:12.000000+00:00\", \"2021-06-17 13:10:08.000000+00:00\", \"2020-09-16 20:57:34.000000+00:00\", \"2023-01-20 11:51:47.000000+00:00\", \"2023-03-10 20:42:34.000000+00:00\"], \"session_ids\": [\"5715376a-6bce-440d-b505-643e59e656a3\", \"675e9be3-350a-490a-9442-8f6724b90434\", \"aa4c02e5-4b7e-4bb4-95d3-246a5dc68036\", \"ac4d192c-8868-4c9a-8b21-c12cf74f2083\", \"6d1d5774-9c7f-427d-83b4-d5d80c8f979e\"], \"total_duration\": 583.0, \"total_sessions\": 5, \"mean_week_duration\": 4.485}, \"46685\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-09 02:15:12.000000+00:00\", \"2020-09-06 09:14:08.000000+00:00\"], \"session_ids\": [\"d30e4e30-f4f5-4d7e-b7e6-01ec56886a14\", \"b2318c36-7113-4526-bfa8-00a723f1ec04\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.346}, \"51420\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-04 15:22:19.000000+00:00\", \"2021-09-30 01:34:58.000000+00:00\"], \"session_ids\": [\"2a556746-5c6b-4107-a189-e51233bb6275\", \"ba25e9b9-332e-4098-9e71-434c29af0783\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 1.923}, \"72255\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-26 19:45:02.000000+00:00\", \"2022-01-20 12:21:09.000000+00:00\", \"2021-08-11 14:22:06.000000+00:00\"], \"session_ids\": [\"e5d92b45-7f89-40df-bb9a-9d81ace30618\", \"d71956cf-926d-403e-8ebe-bc7c73015164\", \"06bba220-cfeb-4d18-b910-6df597d715d6\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 1.593}, \"85066\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-04-19 08:33:40.000000+00:00\", \"2022-07-04 17:02:51.000000+00:00\"], \"session_ids\": [\"cf1dc7e0-04d2-4c26-bc7c-88941a6dc644\", \"b1e70893-dd13-46b4-bc5c-3dc679388506\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}, \"92493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-25 16:33:53.000000+00:00\", \"2022-12-15 21:46:06.000000+00:00\", \"2020-07-02 16:52:39.000000+00:00\", \"2023-05-29 15:36:29.000000+00:00\", \"2019-07-06 22:41:03.000000+00:00\"], \"session_ids\": [\"5cf937f9-4c23-4da9-8b82-438b1ba2b4ff\", \"a437c2dd-627e-40cb-844a-4f0c67abd937\", \"7a685fda-408b-4f98-9390-ee72a8f17720\", \"5901f6c9-887a-47d3-9c81-990afdc98e87\", \"68d20f22-8787-49e4-b0c2-0a1b29953725\"], \"total_duration\": 39.0, \"total_sessions\": 5, \"mean_week_duration\": 0.191}, \"15255\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-08 16:10:34.000000+00:00\", \"2020-07-06 09:43:25.000000+00:00\"], \"session_ids\": [\"cf90a2e2-4726-45e3-a4b2-c37fd9468317\", \"a4355b2b-f5a4-4785-ae0d-61273ba6b826\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}, \"75653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-29 07:09:03.000000+00:00\", \"2022-03-18 20:55:36.000000+00:00\", \"2020-05-02 07:43:26.000000+00:00\", \"2021-06-28 13:29:16.000000+00:00\", \"2022-12-13 02:16:44.000000+00:00\"], \"session_ids\": [\"4de40ad3-ec0f-4f62-bef2-11e33eab7e53\", \"a4870146-d1ea-4fca-a1c3-dc9e1b2d8db2\", \"f1ccc226-6e60-4db8-9288-d8c655d74993\", \"6f22be96-c5dd-4eb3-88b4-5cd292da1849\", \"ecd100b0-aede-466f-a2c8-456e370d8f1a\"], \"total_duration\": 123.0, \"total_sessions\": 5, \"mean_week_duration\": 0.898}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 603 and are greater than 2694"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[603, 2694]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-10 21:07:04.000000+00:00\", \"2020-05-28 12:37:43.000000+00:00\", \"2019-07-25 09:10:19.000000+00:00\", \"2020-04-03 05:47:48.000000+00:00\", \"2020-06-06 04:48:03.000000+00:00\", \"2019-10-17 03:26:05.000000+00:00\"], \"session_ids\": [\"7566fc7b-536d-41b2-a4fc-1d718c020b39\", \"a15ca7b5-27ea-4565-90d4-6c91abc51ad5\", \"329895d4-aa15-4a11-8271-97c7575c8f70\", \"7b0e7a5a-4680-4728-9cc3-206c36f47417\", \"80c8ed6d-3711-485d-9c73-315e4e2edfe7\", \"c5b2bef6-51dc-40fe-ba4c-37f7aa21d729\"], \"total_duration\": 123.0, \"total_sessions\": 6, \"mean_week_duration\": 1.194}, \"75753\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-24 18:35:12.000000+00:00\", \"2021-06-17 13:10:08.000000+00:00\", \"2020-09-16 20:57:34.000000+00:00\", \"2023-01-20 11:51:47.000000+00:00\", \"2023-03-10 20:42:34.000000+00:00\"], \"session_ids\": [\"5715376a-6bce-440d-b505-643e59e656a3\", \"675e9be3-350a-490a-9442-8f6724b90434\", \"aa4c02e5-4b7e-4bb4-95d3-246a5dc68036\", \"ac4d192c-8868-4c9a-8b21-c12cf74f2083\", \"6d1d5774-9c7f-427d-83b4-d5d80c8f979e\"], \"total_duration\": 583.0, \"total_sessions\": 5, \"mean_week_duration\": 4.485}, \"46685\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-09 02:15:12.000000+00:00\", \"2020-09-06 09:14:08.000000+00:00\"], \"session_ids\": [\"d30e4e30-f4f5-4d7e-b7e6-01ec56886a14\", \"b2318c36-7113-4526-bfa8-00a723f1ec04\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.346}, \"51420\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-04 15:22:19.000000+00:00\", \"2021-09-30 01:34:58.000000+00:00\"], \"session_ids\": [\"2a556746-5c6b-4107-a189-e51233bb6275\", \"ba25e9b9-332e-4098-9e71-434c29af0783\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 1.923}, \"72255\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-26 19:45:02.000000+00:00\", \"2022-01-20 12:21:09.000000+00:00\", \"2021-08-11 14:22:06.000000+00:00\"], \"session_ids\": [\"e5d92b45-7f89-40df-bb9a-9d81ace30618\", \"d71956cf-926d-403e-8ebe-bc7c73015164\", \"06bba220-cfeb-4d18-b910-6df597d715d6\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 1.593}, \"85066\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-04-19 08:33:40.000000+00:00\", \"2022-07-04 17:02:51.000000+00:00\"], \"session_ids\": [\"cf1dc7e0-04d2-4c26-bc7c-88941a6dc644\", \"b1e70893-dd13-46b4-bc5c-3dc679388506\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}, \"92493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-25 16:33:53.000000+00:00\", \"2022-12-15 21:46:06.000000+00:00\", \"2020-07-02 16:52:39.000000+00:00\", \"2023-05-29 15:36:29.000000+00:00\", \"2019-07-06 22:41:03.000000+00:00\"], \"session_ids\": [\"5cf937f9-4c23-4da9-8b82-438b1ba2b4ff\", \"a437c2dd-627e-40cb-844a-4f0c67abd937\", \"7a685fda-408b-4f98-9390-ee72a8f17720\", \"5901f6c9-887a-47d3-9c81-990afdc98e87\", \"68d20f22-8787-49e4-b0c2-0a1b29953725\"], \"total_duration\": 39.0, \"total_sessions\": 5, \"mean_week_duration\": 0.191}, \"15255\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-08 16:10:34.000000+00:00\", \"2020-07-06 09:43:25.000000+00:00\"], \"session_ids\": [\"cf90a2e2-4726-45e3-a4b2-c37fd9468317\", \"a4355b2b-f5a4-4785-ae0d-61273ba6b826\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}, \"75653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-29 07:09:03.000000+00:00\", \"2022-03-18 20:55:36.000000+00:00\", \"2020-05-02 07:43:26.000000+00:00\", \"2021-06-28 13:29:16.000000+00:00\", \"2022-12-13 02:16:44.000000+00:00\"], \"session_ids\": [\"4de40ad3-ec0f-4f62-bef2-11e33eab7e53\", \"a4870146-d1ea-4fca-a1c3-dc9e1b2d8db2\", \"f1ccc226-6e60-4db8-9288-d8c655d74993\", \"6f22be96-c5dd-4eb3-88b4-5cd292da1849\", \"ecd100b0-aede-466f-a2c8-456e370d8f1a\"], \"total_duration\": 123.0, \"total_sessions\": 5, \"mean_week_duration\": 0.898}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"75753\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-24 18:35:12.000000+00:00\", \"2021-06-17 13:10:08.000000+00:00\", \"2020-09-16 20:57:34.000000+00:00\", \"2023-01-20 11:51:47.000000+00:00\", \"2023-03-10 20:42:34.000000+00:00\"], \"session_ids\": [\"5715376a-6bce-440d-b505-643e59e656a3\", \"675e9be3-350a-490a-9442-8f6724b90434\", \"aa4c02e5-4b7e-4bb4-95d3-246a5dc68036\", \"ac4d192c-8868-4c9a-8b21-c12cf74f2083\", \"6d1d5774-9c7f-427d-83b4-d5d80c8f979e\"], \"total_duration\": 583.0, \"total_sessions\": 5, \"mean_week_duration\": 4.485}}, {\"85066\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-04-19 08:33:40.000000+00:00\", \"2022-07-04 17:02:51.000000+00:00\"], \"session_ids\": [\"cf1dc7e0-04d2-4c26-bc7c-88941a6dc644\", \"b1e70893-dd13-46b4-bc5c-3dc679388506\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}}, {\"72255\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-26 19:45:02.000000+00:00\", \"2022-01-20 12:21:09.000000+00:00\", \"2021-08-11 14:22:06.000000+00:00\"], \"session_ids\": [\"e5d92b45-7f89-40df-bb9a-9d81ace30618\", \"d71956cf-926d-403e-8ebe-bc7c73015164\", \"06bba220-cfeb-4d18-b910-6df597d715d6\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 1.593}}, {\"29853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-10 21:07:04.000000+00:00\", \"2020-05-28 12:37:43.000000+00:00\", \"2019-07-25 09:10:19.000000+00:00\", \"2020-04-03 05:47:48.000000+00:00\", \"2020-06-06 04:48:03.000000+00:00\", \"2019-10-17 03:26:05.000000+00:00\"], \"session_ids\": [\"7566fc7b-536d-41b2-a4fc-1d718c020b39\", \"a15ca7b5-27ea-4565-90d4-6c91abc51ad5\", \"329895d4-aa15-4a11-8271-97c7575c8f70\", \"7b0e7a5a-4680-4728-9cc3-206c36f47417\", \"80c8ed6d-3711-485d-9c73-315e4e2edfe7\", \"c5b2bef6-51dc-40fe-ba4c-37f7aa21d729\"], \"total_duration\": 123.0, \"total_sessions\": 6, \"mean_week_duration\": 1.194}}, {\"75653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-29 07:09:03.000000+00:00\", \"2022-03-18 20:55:36.000000+00:00\", \"2020-05-02 07:43:26.000000+00:00\", \"2021-06-28 13:29:16.000000+00:00\", \"2022-12-13 02:16:44.000000+00:00\"], \"session_ids\": [\"4de40ad3-ec0f-4f62-bef2-11e33eab7e53\", \"a4870146-d1ea-4fca-a1c3-dc9e1b2d8db2\", \"f1ccc226-6e60-4db8-9288-d8c655d74993\", \"6f22be96-c5dd-4eb3-88b4-5cd292da1849\", \"ecd100b0-aede-466f-a2c8-456e370d8f1a\"], \"total_duration\": 123.0, \"total_sessions\": 5, \"mean_week_duration\": 0.898}}, {\"92493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-25 16:33:53.000000+00:00\", \"2022-12-15 21:46:06.000000+00:00\", \"2020-07-02 16:52:39.000000+00:00\", \"2023-05-29 15:36:29.000000+00:00\", \"2019-07-06 22:41:03.000000+00:00\"], \"session_ids\": [\"5cf937f9-4c23-4da9-8b82-438b1ba2b4ff\", \"a437c2dd-627e-40cb-844a-4f0c67abd937\", \"7a685fda-408b-4f98-9390-ee72a8f17720\", \"5901f6c9-887a-47d3-9c81-990afdc98e87\", \"68d20f22-8787-49e4-b0c2-0a1b29953725\"], \"total_duration\": 39.0, \"total_sessions\": 5, \"mean_week_duration\": 0.191}}, {\"15255\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-08 16:10:34.000000+00:00\", \"2020-07-06 09:43:25.000000+00:00\"], \"session_ids\": [\"cf90a2e2-4726-45e3-a4b2-c37fd9468317\", \"a4355b2b-f5a4-4785-ae0d-61273ba6b826\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}}, {\"51420\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-04 15:22:19.000000+00:00\", \"2021-09-30 01:34:58.000000+00:00\"], \"session_ids\": [\"2a556746-5c6b-4107-a189-e51233bb6275\", \"ba25e9b9-332e-4098-9e71-434c29af0783\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 1.923}}, {\"46685\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-09 02:15:12.000000+00:00\", \"2020-09-06 09:14:08.000000+00:00\"], \"session_ids\": [\"d30e4e30-f4f5-4d7e-b7e6-01ec56886a14\", \"b2318c36-7113-4526-bfa8-00a723f1ec04\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.346}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"75753\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-24 18:35:12.000000+00:00\", \"2021-06-17 13:10:08.000000+00:00\", \"2020-09-16 20:57:34.000000+00:00\", \"2023-01-20 11:51:47.000000+00:00\", \"2023-03-10 20:42:34.000000+00:00\"], \"session_ids\": [\"5715376a-6bce-440d-b505-643e59e656a3\", \"675e9be3-350a-490a-9442-8f6724b90434\", \"aa4c02e5-4b7e-4bb4-95d3-246a5dc68036\", \"ac4d192c-8868-4c9a-8b21-c12cf74f2083\", \"6d1d5774-9c7f-427d-83b4-d5d80c8f979e\"], \"total_duration\": 583.0, \"total_sessions\": 5, \"mean_week_duration\": 4.485}}, {\"85066\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-04-19 08:33:40.000000+00:00\", \"2022-07-04 17:02:51.000000+00:00\"], \"session_ids\": [\"cf1dc7e0-04d2-4c26-bc7c-88941a6dc644\", \"b1e70893-dd13-46b4-bc5c-3dc679388506\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}}, {\"72255\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-26 19:45:02.000000+00:00\", \"2022-01-20 12:21:09.000000+00:00\", \"2021-08-11 14:22:06.000000+00:00\"], \"session_ids\": [\"e5d92b45-7f89-40df-bb9a-9d81ace30618\", \"d71956cf-926d-403e-8ebe-bc7c73015164\", \"06bba220-cfeb-4d18-b910-6df597d715d6\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 1.593}}, {\"29853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-07-10 21:07:04.000000+00:00\", \"2020-05-28 12:37:43.000000+00:00\", \"2019-07-25 09:10:19.000000+00:00\", \"2020-04-03 05:47:48.000000+00:00\", \"2020-06-06 04:48:03.000000+00:00\", \"2019-10-17 03:26:05.000000+00:00\"], \"session_ids\": [\"7566fc7b-536d-41b2-a4fc-1d718c020b39\", \"a15ca7b5-27ea-4565-90d4-6c91abc51ad5\", \"329895d4-aa15-4a11-8271-97c7575c8f70\", \"7b0e7a5a-4680-4728-9cc3-206c36f47417\", \"80c8ed6d-3711-485d-9c73-315e4e2edfe7\", \"c5b2bef6-51dc-40fe-ba4c-37f7aa21d729\"], \"total_duration\": 123.0, \"total_sessions\": 6, \"mean_week_duration\": 1.194}}, {\"75653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-29 07:09:03.000000+00:00\", \"2022-03-18 20:55:36.000000+00:00\", \"2020-05-02 07:43:26.000000+00:00\", \"2021-06-28 13:29:16.000000+00:00\", \"2022-12-13 02:16:44.000000+00:00\"], \"session_ids\": [\"4de40ad3-ec0f-4f62-bef2-11e33eab7e53\", \"a4870146-d1ea-4fca-a1c3-dc9e1b2d8db2\", \"f1ccc226-6e60-4db8-9288-d8c655d74993\", \"6f22be96-c5dd-4eb3-88b4-5cd292da1849\", \"ecd100b0-aede-466f-a2c8-456e370d8f1a\"], \"total_duration\": 123.0, \"total_sessions\": 5, \"mean_week_duration\": 0.898}}, {\"92493\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-25 16:33:53.000000+00:00\", \"2022-12-15 21:46:06.000000+00:00\", \"2020-07-02 16:52:39.000000+00:00\", \"2023-05-29 15:36:29.000000+00:00\", \"2019-07-06 22:41:03.000000+00:00\"], \"session_ids\": [\"5cf937f9-4c23-4da9-8b82-438b1ba2b4ff\", \"a437c2dd-627e-40cb-844a-4f0c67abd937\", \"7a685fda-408b-4f98-9390-ee72a8f17720\", \"5901f6c9-887a-47d3-9c81-990afdc98e87\", \"68d20f22-8787-49e4-b0c2-0a1b29953725\"], \"total_duration\": 39.0, \"total_sessions\": 5, \"mean_week_duration\": 0.191}}, {\"15255\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-08 16:10:34.000000+00:00\", \"2020-07-06 09:43:25.000000+00:00\"], \"session_ids\": [\"cf90a2e2-4726-45e3-a4b2-c37fd9468317\", \"a4355b2b-f5a4-4785-ae0d-61273ba6b826\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}}, {\"51420\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-04 15:22:19.000000+00:00\", \"2021-09-30 01:34:58.000000+00:00\"], \"session_ids\": [\"2a556746-5c6b-4107-a189-e51233bb6275\", \"ba25e9b9-332e-4098-9e71-434c29af0783\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 1.923}}, {\"46685\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-09 02:15:12.000000+00:00\", \"2020-09-06 09:14:08.000000+00:00\"], \"session_ids\": [\"d30e4e30-f4f5-4d7e-b7e6-01ec56886a14\", \"b2318c36-7113-4526-bfa8-00a723f1ec04\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.346}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 7 users whose duration of sessions per week exceeds 27 while staying below 2, exclusively 2 , moreover perform sorting by overall duration of sessions per week from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-03-31 04:21:55.000000+00:00\", \"2022-05-29 17:34:47.000000+00:00\"], \"session_ids\": [\"be1d9cf9-38b8-423a-835f-8af28644bba4\", \"a7e1a62b-098b-4c45-9ecd-c1470b49e30d\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.582}, \"40500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-02-18 00:33:31.000000+00:00\", \"2022-05-03 20:57:32.000000+00:00\"], \"session_ids\": [\"c2057f37-dc15-404c-bd5e-34a17f4956d9\", \"ffb50c98-b785-4b75-a761-4ad5a1a1f34f\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 3.182}, \"12688\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-22 22:29:54.000000+00:00\", \"2019-09-27 11:56:14.000000+00:00\"], \"session_ids\": [\"73bf7e4f-d920-4088-acb1-f1259743d539\", \"14fd63d2-07a2-4009-ba48-ea8bc5eaa0c2\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.875}, \"19662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-28 09:08:09.000000+00:00\", \"2020-02-21 17:50:21.000000+00:00\"], \"session_ids\": [\"26deb006-5d68-49c5-b8a2-0e067df49e90\", \"ed58bc9e-211b-4932-a2f7-7713af58eb53\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.952}, \"48487\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-13 06:13:28.000000+00:00\", \"2019-05-08 11:29:59.000000+00:00\", \"2023-02-21 14:19:47.000000+00:00\", \"2020-07-11 10:16:10.000000+00:00\", \"2021-11-11 15:22:01.000000+00:00\", \"2020-03-01 20:15:56.000000+00:00\"], \"session_ids\": [\"26e95818-fd3f-4f85-beb2-a4ff06827150\", \"6969a603-1927-4025-9729-cb39e121acba\", \"3d3d2534-ff95-4e35-a194-027a5bd7ebc4\", \"3efaef16-4733-466c-94e6-50c32aef4695\", \"c6480eac-c409-421e-9c66-571433477828\", \"12cd7f62-61fa-41f4-9d90-c60c4b9cc4a5\"], \"total_duration\": 1000.0, \"total_sessions\": 6, \"mean_week_duration\": 5.051}, \"53461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-08-12 16:26:36.000000+00:00\", \"2023-06-02 02:56:03.000000+00:00\", \"2019-01-06 00:59:01.000000+00:00\"], \"session_ids\": [\"9b33313f-9da7-4bc2-b38e-baa8a26f2344\", \"2ec1a96b-99ba-4ae8-a1bb-a753bae9630f\", \"555a7c60-47c3-4dc0-82a3-557eeeae8e13\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.135}, \"33603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-12-19 16:21:03.000000+00:00\", \"2021-07-04 22:13:52.000000+00:00\"], \"session_ids\": [\"996e9815-786c-47a8-a5ea-2fc2f6515feb\", \"552a6fab-b75d-44d9-806e-a825394d2910\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 16.069}, \"39759\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-03-12 20:05:14.000000+00:00\", \"2020-04-08 10:51:33.000000+00:00\", \"2022-09-23 12:40:40.000000+00:00\"], \"session_ids\": [\"d0142a4e-4f61-47b7-95c6-983f7a994fa2\", \"c7804d25-d0ba-4811-85d9-dec5381b4271\", \"174e052f-a27a-4bd3-b9ad-d61da6106630\"], \"total_duration\": 366.0, \"total_sessions\": 3, \"mean_week_duration\": 2.773}, \"51437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-26 06:17:15.000000+00:00\", \"2019-09-09 11:12:31.000000+00:00\", \"2022-09-10 04:43:39.000000+00:00\", \"2021-01-09 07:49:49.000000+00:00\", \"2022-10-28 22:31:53.000000+00:00\", \"2021-11-17 18:52:28.000000+00:00\"], \"session_ids\": [\"3247893d-4ec0-4ea2-a8dc-bd67f45c5681\", \"6700472a-92f5-456d-b668-3c1b0c10f696\", \"543a98c0-3b85-42f0-8c65-ae5d609ca0c1\", \"a1bca492-754f-47f2-ae47-30c2597ed61a\", \"be0d1de8-c1c2-4e52-aa55-26b81d4fa1cd\", \"6c01d6ab-f6e7-4168-97f5-af4e62d09375\"], \"total_duration\": 1757.0, \"total_sessions\": 6, \"mean_week_duration\": 10.713}, \"52469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-03-14 07:37:33.000000+00:00\", \"2020-04-11 09:42:49.000000+00:00\", \"2019-12-01 07:06:25.000000+00:00\"], \"session_ids\": [\"7ba257eb-3153-4a0e-b07c-6c3f2d203316\", \"b042f0cd-78a7-4d57-9548-9d5152ea6771\", \"3f54a4c7-8ca0-414b-a3e1-3d8b42de0d26\"], \"total_duration\": 143.0, \"total_sessions\": 3, \"mean_week_duration\": 2.134}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 2 and are equal or greater than 27"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 27]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-03-31 04:21:55.000000+00:00\", \"2022-05-29 17:34:47.000000+00:00\"], \"session_ids\": [\"be1d9cf9-38b8-423a-835f-8af28644bba4\", \"a7e1a62b-098b-4c45-9ecd-c1470b49e30d\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.582}, \"12688\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-22 22:29:54.000000+00:00\", \"2019-09-27 11:56:14.000000+00:00\"], \"session_ids\": [\"73bf7e4f-d920-4088-acb1-f1259743d539\", \"14fd63d2-07a2-4009-ba48-ea8bc5eaa0c2\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.875}, \"19662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-28 09:08:09.000000+00:00\", \"2020-02-21 17:50:21.000000+00:00\"], \"session_ids\": [\"26deb006-5d68-49c5-b8a2-0e067df49e90\", \"ed58bc9e-211b-4932-a2f7-7713af58eb53\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.952}, \"53461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-08-12 16:26:36.000000+00:00\", \"2023-06-02 02:56:03.000000+00:00\", \"2019-01-06 00:59:01.000000+00:00\"], \"session_ids\": [\"9b33313f-9da7-4bc2-b38e-baa8a26f2344\", \"2ec1a96b-99ba-4ae8-a1bb-a753bae9630f\", \"555a7c60-47c3-4dc0-82a3-557eeeae8e13\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.135}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12688\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-22 22:29:54.000000+00:00\", \"2019-09-27 11:56:14.000000+00:00\"], \"session_ids\": [\"73bf7e4f-d920-4088-acb1-f1259743d539\", \"14fd63d2-07a2-4009-ba48-ea8bc5eaa0c2\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.875}}, {\"72300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-03-31 04:21:55.000000+00:00\", \"2022-05-29 17:34:47.000000+00:00\"], \"session_ids\": [\"be1d9cf9-38b8-423a-835f-8af28644bba4\", \"a7e1a62b-098b-4c45-9ecd-c1470b49e30d\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.582}}, {\"19662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-28 09:08:09.000000+00:00\", \"2020-02-21 17:50:21.000000+00:00\"], \"session_ids\": [\"26deb006-5d68-49c5-b8a2-0e067df49e90\", \"ed58bc9e-211b-4932-a2f7-7713af58eb53\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.952}}, {\"53461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-08-12 16:26:36.000000+00:00\", \"2023-06-02 02:56:03.000000+00:00\", \"2019-01-06 00:59:01.000000+00:00\"], \"session_ids\": [\"9b33313f-9da7-4bc2-b38e-baa8a26f2344\", \"2ec1a96b-99ba-4ae8-a1bb-a753bae9630f\", \"555a7c60-47c3-4dc0-82a3-557eeeae8e13\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.135}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12688\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-22 22:29:54.000000+00:00\", \"2019-09-27 11:56:14.000000+00:00\"], \"session_ids\": [\"73bf7e4f-d920-4088-acb1-f1259743d539\", \"14fd63d2-07a2-4009-ba48-ea8bc5eaa0c2\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.875}}, {\"72300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-03-31 04:21:55.000000+00:00\", \"2022-05-29 17:34:47.000000+00:00\"], \"session_ids\": [\"be1d9cf9-38b8-423a-835f-8af28644bba4\", \"a7e1a62b-098b-4c45-9ecd-c1470b49e30d\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.582}}, {\"19662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-28 09:08:09.000000+00:00\", \"2020-02-21 17:50:21.000000+00:00\"], \"session_ids\": [\"26deb006-5d68-49c5-b8a2-0e067df49e90\", \"ed58bc9e-211b-4932-a2f7-7713af58eb53\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.952}}, {\"53461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-08-12 16:26:36.000000+00:00\", \"2023-06-02 02:56:03.000000+00:00\", \"2019-01-06 00:59:01.000000+00:00\"], \"session_ids\": [\"9b33313f-9da7-4bc2-b38e-baa8a26f2344\", \"2ec1a96b-99ba-4ae8-a1bb-a753bae9630f\", \"555a7c60-47c3-4dc0-82a3-557eeeae8e13\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.135}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12688\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-22 22:29:54.000000+00:00\", \"2019-09-27 11:56:14.000000+00:00\"], \"session_ids\": [\"73bf7e4f-d920-4088-acb1-f1259743d539\", \"14fd63d2-07a2-4009-ba48-ea8bc5eaa0c2\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.875}}, {\"72300\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-03-31 04:21:55.000000+00:00\", \"2022-05-29 17:34:47.000000+00:00\"], \"session_ids\": [\"be1d9cf9-38b8-423a-835f-8af28644bba4\", \"a7e1a62b-098b-4c45-9ecd-c1470b49e30d\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.582}}, {\"19662\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-28 09:08:09.000000+00:00\", \"2020-02-21 17:50:21.000000+00:00\"], \"session_ids\": [\"26deb006-5d68-49c5-b8a2-0e067df49e90\", \"ed58bc9e-211b-4932-a2f7-7713af58eb53\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.952}}, {\"53461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-08-12 16:26:36.000000+00:00\", \"2023-06-02 02:56:03.000000+00:00\", \"2019-01-06 00:59:01.000000+00:00\"], \"session_ids\": [\"9b33313f-9da7-4bc2-b38e-baa8a26f2344\", \"2ec1a96b-99ba-4ae8-a1bb-a753bae9630f\", \"555a7c60-47c3-4dc0-82a3-557eeeae8e13\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.135}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 3 users whose aver of time using the app per week is strictly bigger than 31 and smaller than 5 and in addition implement sorting by total duration in desc order plus get rid of all entries, except 3."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56371\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-18 02:46:51.000000+00:00\", \"2020-09-30 10:25:44.000000+00:00\", \"2020-02-04 01:17:52.000000+00:00\", \"2019-10-31 11:17:44.000000+00:00\", \"2021-09-25 21:54:24.000000+00:00\", \"2020-05-07 06:17:24.000000+00:00\", \"2019-02-23 18:51:41.000000+00:00\", \"2021-08-09 06:39:50.000000+00:00\", \"2022-09-18 01:11:49.000000+00:00\", \"2023-03-23 02:15:54.000000+00:00\", \"2021-05-15 21:39:04.000000+00:00\"], \"session_ids\": [\"3f369520-59f6-4ddb-944b-97f96a241315\", \"7c726bb5-f658-48de-b960-9a308211ef3d\", \"6652c86b-01aa-47d9-be63-79ec330bea07\", \"5b9dc1ec-969d-4927-8f66-f25e310d9982\", \"007bee74-7133-48af-99b6-1fc66ef996e6\", \"f6bda329-3262-4205-a5e2-328089c788b2\", \"e6c2564f-5fbc-4452-9d7f-433192d5ff33\", \"84469958-bb88-4d0e-ab10-a46e1fa7909e\", \"968ab588-f7a9-4c89-a0f6-91f15311f93a\", \"a11f448f-bdb6-4b26-a899-40346cf923fb\", \"f9595c2b-c030-4601-be31-7b33d15e6eb7\"], \"total_duration\": 5526.0, \"total_sessions\": 11, \"mean_week_duration\": 24.56}, \"6392\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-15 14:08:30.000000+00:00\", \"2022-11-07 07:31:03.000000+00:00\", \"2019-05-29 10:38:41.000000+00:00\", \"2021-06-22 20:09:35.000000+00:00\", \"2019-04-13 12:06:54.000000+00:00\"], \"session_ids\": [\"4e41d62a-a98c-4c0e-a37e-2988a87e7272\", \"9555afbc-bfcf-46af-be7b-b1f750a32582\", \"d8f05fff-95e3-44c6-974c-9d7639bfcbfe\", \"48fc4e1a-5ebe-487e-a056-b638abdf71d1\", \"0ddedd78-85f3-4afa-aef6-334753fdb105\"], \"total_duration\": 2601.0, \"total_sessions\": 5, \"mean_week_duration\": 13.909}, \"84905\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-12 10:14:20.000000+00:00\", \"2021-06-24 16:44:32.000000+00:00\", \"2023-06-18 11:45:08.000000+00:00\"], \"session_ids\": [\"8fad18ff-5101-4174-9f3a-5f269e51f931\", \"0073bb29-ab4b-4276-99fc-059a8572d0a8\", \"75623a6e-89b7-4ba0-b5de-79d5e1b0d536\"], \"total_duration\": 244.0, \"total_sessions\": 3, \"mean_week_duration\": 2.346}, \"54057\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-21 17:35:12.000000+00:00\", \"2020-08-14 14:44:09.000000+00:00\", \"2019-05-18 06:44:02.000000+00:00\", \"2020-11-07 22:31:54.000000+00:00\", \"2020-04-28 05:52:51.000000+00:00\", \"2021-05-31 03:36:27.000000+00:00\", \"2021-01-23 00:03:07.000000+00:00\", \"2022-05-24 11:21:48.000000+00:00\", \"2020-03-29 04:41:26.000000+00:00\", \"2020-07-08 09:49:57.000000+00:00\"], \"session_ids\": [\"e140a58f-1ce3-41ab-aa8e-0fa6e752d2b4\", \"97a71e40-6518-4577-ad17-379f876aaf38\", \"0760cac0-71fd-460e-b2bb-9228c58e2884\", \"a818c297-d868-4b27-afcd-08e9b9eede54\", \"6389f44c-5352-4124-8c21-ceff8a1273c9\", \"33f428cd-f9f2-444c-8590-11c3fe66c955\", \"689904f9-370b-4537-85ec-c4ae3a4e6b33\", \"69a11967-ead0-4e97-9ff8-1fc1f8eb9e7b\", \"692aaa34-2612-4ebe-a0c7-f82a6b6ff325\", \"c000ecce-5bcc-448f-b1e1-c94b0420d600\"], \"total_duration\": 7934.0, \"total_sessions\": 10, \"mean_week_duration\": 50.215}, \"78454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-05-29 16:58:42.000000+00:00\", \"2021-06-15 03:40:42.000000+00:00\"], \"session_ids\": [\"fec078f2-b94e-41eb-8f18-d1d0e4ab0075\", \"138dbbad-269e-4fff-ab88-564ddcea6571\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}, \"26088\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-05-20 09:19:33.000000+00:00\", \"2022-04-14 00:22:18.000000+00:00\", \"2021-03-19 07:48:07.000000+00:00\"], \"session_ids\": [\"8ffa582e-7636-4e2e-b246-ebd84498f359\", \"af9c5582-675a-4ab8-9088-ce6fb61c3abc\", \"3e13bc3d-2f25-493e-b542-7a52959aca04\"], \"total_duration\": 853.0, \"total_sessions\": 3, \"mean_week_duration\": 15.232}, \"14726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-04 17:45:26.000000+00:00\", \"2020-07-05 21:06:08.000000+00:00\"], \"session_ids\": [\"4cf358d3-865a-455f-955a-a73450cff352\", \"790c5409-974c-4a99-a182-95a82990cb82\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 1.426}, \"79276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-31 21:52:37.000000+00:00\", \"2020-04-28 07:58:04.000000+00:00\", \"2021-11-16 21:56:03.000000+00:00\"], \"session_ids\": [\"080db914-9506-4572-b890-fe9e74a2313f\", \"dc0d0a32-1ac2-4ebe-9a5d-fc1e3c0a2d16\", \"47517e29-c159-4d04-ac10-1751883e38e1\"], \"total_duration\": 211.0, \"total_sessions\": 3, \"mean_week_duration\": 2.482}, \"86463\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-10-28 02:16:04.000000+00:00\", \"2020-07-23 15:54:35.000000+00:00\", \"2020-02-02 17:57:36.000000+00:00\", \"2019-08-06 14:26:16.000000+00:00\", \"2022-12-19 19:34:05.000000+00:00\", \"2022-01-24 02:50:26.000000+00:00\"], \"session_ids\": [\"40243095-a5d2-4118-9a10-2553ea2fddbf\", \"9d56fa3c-2dc0-414c-8efd-19cf34cb6024\", \"e7eb2385-a6e1-4a1d-a466-3a195ecba033\", \"baa5adf6-57ba-4a82-a673-74a01af8046f\", \"07d67687-ba05-494c-bffa-8b3007481b98\", \"abb2a6fc-c924-4b61-bbde-5ec019d28662\"], \"total_duration\": 1842.0, \"total_sessions\": 6, \"mean_week_duration\": 10.466}, \"50418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-04 21:04:17.000000+00:00\", \"2020-08-31 01:31:06.000000+00:00\"], \"session_ids\": [\"d752d48f-4073-47f8-9b0e-d9484aea6188\", \"17cf1ed7-c029-4ccf-a5f1-f75113ae6162\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 3.686}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 5 and are greater than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84905\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-12 10:14:20.000000+00:00\", \"2021-06-24 16:44:32.000000+00:00\", \"2023-06-18 11:45:08.000000+00:00\"], \"session_ids\": [\"8fad18ff-5101-4174-9f3a-5f269e51f931\", \"0073bb29-ab4b-4276-99fc-059a8572d0a8\", \"75623a6e-89b7-4ba0-b5de-79d5e1b0d536\"], \"total_duration\": 244.0, \"total_sessions\": 3, \"mean_week_duration\": 2.346}, \"78454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-05-29 16:58:42.000000+00:00\", \"2021-06-15 03:40:42.000000+00:00\"], \"session_ids\": [\"fec078f2-b94e-41eb-8f18-d1d0e4ab0075\", \"138dbbad-269e-4fff-ab88-564ddcea6571\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}, \"14726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-04 17:45:26.000000+00:00\", \"2020-07-05 21:06:08.000000+00:00\"], \"session_ids\": [\"4cf358d3-865a-455f-955a-a73450cff352\", \"790c5409-974c-4a99-a182-95a82990cb82\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 1.426}, \"79276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-31 21:52:37.000000+00:00\", \"2020-04-28 07:58:04.000000+00:00\", \"2021-11-16 21:56:03.000000+00:00\"], \"session_ids\": [\"080db914-9506-4572-b890-fe9e74a2313f\", \"dc0d0a32-1ac2-4ebe-9a5d-fc1e3c0a2d16\", \"47517e29-c159-4d04-ac10-1751883e38e1\"], \"total_duration\": 211.0, \"total_sessions\": 3, \"mean_week_duration\": 2.482}, \"50418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-04 21:04:17.000000+00:00\", \"2020-08-31 01:31:06.000000+00:00\"], \"session_ids\": [\"d752d48f-4073-47f8-9b0e-d9484aea6188\", \"17cf1ed7-c029-4ccf-a5f1-f75113ae6162\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 3.686}, \"54057\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-21 17:35:12.000000+00:00\", \"2020-08-14 14:44:09.000000+00:00\", \"2019-05-18 06:44:02.000000+00:00\", \"2020-11-07 22:31:54.000000+00:00\", \"2020-04-28 05:52:51.000000+00:00\", \"2021-05-31 03:36:27.000000+00:00\", \"2021-01-23 00:03:07.000000+00:00\", \"2022-05-24 11:21:48.000000+00:00\", \"2020-03-29 04:41:26.000000+00:00\", \"2020-07-08 09:49:57.000000+00:00\"], \"session_ids\": [\"e140a58f-1ce3-41ab-aa8e-0fa6e752d2b4\", \"97a71e40-6518-4577-ad17-379f876aaf38\", \"0760cac0-71fd-460e-b2bb-9228c58e2884\", \"a818c297-d868-4b27-afcd-08e9b9eede54\", \"6389f44c-5352-4124-8c21-ceff8a1273c9\", \"33f428cd-f9f2-444c-8590-11c3fe66c955\", \"689904f9-370b-4537-85ec-c4ae3a4e6b33\", \"69a11967-ead0-4e97-9ff8-1fc1f8eb9e7b\", \"692aaa34-2612-4ebe-a0c7-f82a6b6ff325\", \"c000ecce-5bcc-448f-b1e1-c94b0420d600\"], \"total_duration\": 7934.0, \"total_sessions\": 10, \"mean_week_duration\": 50.215}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54057\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-21 17:35:12.000000+00:00\", \"2020-08-14 14:44:09.000000+00:00\", \"2019-05-18 06:44:02.000000+00:00\", \"2020-11-07 22:31:54.000000+00:00\", \"2020-04-28 05:52:51.000000+00:00\", \"2021-05-31 03:36:27.000000+00:00\", \"2021-01-23 00:03:07.000000+00:00\", \"2022-05-24 11:21:48.000000+00:00\", \"2020-03-29 04:41:26.000000+00:00\", \"2020-07-08 09:49:57.000000+00:00\"], \"session_ids\": [\"e140a58f-1ce3-41ab-aa8e-0fa6e752d2b4\", \"97a71e40-6518-4577-ad17-379f876aaf38\", \"0760cac0-71fd-460e-b2bb-9228c58e2884\", \"a818c297-d868-4b27-afcd-08e9b9eede54\", \"6389f44c-5352-4124-8c21-ceff8a1273c9\", \"33f428cd-f9f2-444c-8590-11c3fe66c955\", \"689904f9-370b-4537-85ec-c4ae3a4e6b33\", \"69a11967-ead0-4e97-9ff8-1fc1f8eb9e7b\", \"692aaa34-2612-4ebe-a0c7-f82a6b6ff325\", \"c000ecce-5bcc-448f-b1e1-c94b0420d600\"], \"total_duration\": 7934.0, \"total_sessions\": 10, \"mean_week_duration\": 50.215}}, {\"50418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-04 21:04:17.000000+00:00\", \"2020-08-31 01:31:06.000000+00:00\"], \"session_ids\": [\"d752d48f-4073-47f8-9b0e-d9484aea6188\", \"17cf1ed7-c029-4ccf-a5f1-f75113ae6162\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 3.686}}, {\"84905\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-12 10:14:20.000000+00:00\", \"2021-06-24 16:44:32.000000+00:00\", \"2023-06-18 11:45:08.000000+00:00\"], \"session_ids\": [\"8fad18ff-5101-4174-9f3a-5f269e51f931\", \"0073bb29-ab4b-4276-99fc-059a8572d0a8\", \"75623a6e-89b7-4ba0-b5de-79d5e1b0d536\"], \"total_duration\": 244.0, \"total_sessions\": 3, \"mean_week_duration\": 2.346}}, {\"14726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-04 17:45:26.000000+00:00\", \"2020-07-05 21:06:08.000000+00:00\"], \"session_ids\": [\"4cf358d3-865a-455f-955a-a73450cff352\", \"790c5409-974c-4a99-a182-95a82990cb82\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 1.426}}, {\"79276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-03-31 21:52:37.000000+00:00\", \"2020-04-28 07:58:04.000000+00:00\", \"2021-11-16 21:56:03.000000+00:00\"], \"session_ids\": [\"080db914-9506-4572-b890-fe9e74a2313f\", \"dc0d0a32-1ac2-4ebe-9a5d-fc1e3c0a2d16\", \"47517e29-c159-4d04-ac10-1751883e38e1\"], \"total_duration\": 211.0, \"total_sessions\": 3, \"mean_week_duration\": 2.482}}, {\"78454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-05-29 16:58:42.000000+00:00\", \"2021-06-15 03:40:42.000000+00:00\"], \"session_ids\": [\"fec078f2-b94e-41eb-8f18-d1d0e4ab0075\", \"138dbbad-269e-4fff-ab88-564ddcea6571\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54057\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-21 17:35:12.000000+00:00\", \"2020-08-14 14:44:09.000000+00:00\", \"2019-05-18 06:44:02.000000+00:00\", \"2020-11-07 22:31:54.000000+00:00\", \"2020-04-28 05:52:51.000000+00:00\", \"2021-05-31 03:36:27.000000+00:00\", \"2021-01-23 00:03:07.000000+00:00\", \"2022-05-24 11:21:48.000000+00:00\", \"2020-03-29 04:41:26.000000+00:00\", \"2020-07-08 09:49:57.000000+00:00\"], \"session_ids\": [\"e140a58f-1ce3-41ab-aa8e-0fa6e752d2b4\", \"97a71e40-6518-4577-ad17-379f876aaf38\", \"0760cac0-71fd-460e-b2bb-9228c58e2884\", \"a818c297-d868-4b27-afcd-08e9b9eede54\", \"6389f44c-5352-4124-8c21-ceff8a1273c9\", \"33f428cd-f9f2-444c-8590-11c3fe66c955\", \"689904f9-370b-4537-85ec-c4ae3a4e6b33\", \"69a11967-ead0-4e97-9ff8-1fc1f8eb9e7b\", \"692aaa34-2612-4ebe-a0c7-f82a6b6ff325\", \"c000ecce-5bcc-448f-b1e1-c94b0420d600\"], \"total_duration\": 7934.0, \"total_sessions\": 10, \"mean_week_duration\": 50.215}}, {\"50418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-04 21:04:17.000000+00:00\", \"2020-08-31 01:31:06.000000+00:00\"], \"session_ids\": [\"d752d48f-4073-47f8-9b0e-d9484aea6188\", \"17cf1ed7-c029-4ccf-a5f1-f75113ae6162\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 3.686}}, {\"84905\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-12 10:14:20.000000+00:00\", \"2021-06-24 16:44:32.000000+00:00\", \"2023-06-18 11:45:08.000000+00:00\"], \"session_ids\": [\"8fad18ff-5101-4174-9f3a-5f269e51f931\", \"0073bb29-ab4b-4276-99fc-059a8572d0a8\", \"75623a6e-89b7-4ba0-b5de-79d5e1b0d536\"], \"total_duration\": 244.0, \"total_sessions\": 3, \"mean_week_duration\": 2.346}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54057\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-02-21 17:35:12.000000+00:00\", \"2020-08-14 14:44:09.000000+00:00\", \"2019-05-18 06:44:02.000000+00:00\", \"2020-11-07 22:31:54.000000+00:00\", \"2020-04-28 05:52:51.000000+00:00\", \"2021-05-31 03:36:27.000000+00:00\", \"2021-01-23 00:03:07.000000+00:00\", \"2022-05-24 11:21:48.000000+00:00\", \"2020-03-29 04:41:26.000000+00:00\", \"2020-07-08 09:49:57.000000+00:00\"], \"session_ids\": [\"e140a58f-1ce3-41ab-aa8e-0fa6e752d2b4\", \"97a71e40-6518-4577-ad17-379f876aaf38\", \"0760cac0-71fd-460e-b2bb-9228c58e2884\", \"a818c297-d868-4b27-afcd-08e9b9eede54\", \"6389f44c-5352-4124-8c21-ceff8a1273c9\", \"33f428cd-f9f2-444c-8590-11c3fe66c955\", \"689904f9-370b-4537-85ec-c4ae3a4e6b33\", \"69a11967-ead0-4e97-9ff8-1fc1f8eb9e7b\", \"692aaa34-2612-4ebe-a0c7-f82a6b6ff325\", \"c000ecce-5bcc-448f-b1e1-c94b0420d600\"], \"total_duration\": 7934.0, \"total_sessions\": 10, \"mean_week_duration\": 50.215}}, {\"50418\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-04 21:04:17.000000+00:00\", \"2020-08-31 01:31:06.000000+00:00\"], \"session_ids\": [\"d752d48f-4073-47f8-9b0e-d9484aea6188\", \"17cf1ed7-c029-4ccf-a5f1-f75113ae6162\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 3.686}}, {\"84905\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-12 10:14:20.000000+00:00\", \"2021-06-24 16:44:32.000000+00:00\", \"2023-06-18 11:45:08.000000+00:00\"], \"session_ids\": [\"8fad18ff-5101-4174-9f3a-5f269e51f931\", \"0073bb29-ab4b-4276-99fc-059a8572d0a8\", \"75623a6e-89b7-4ba0-b5de-79d5e1b0d536\"], \"total_duration\": 244.0, \"total_sessions\": 3, \"mean_week_duration\": 2.346}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 3 users who are bot users based on time using the app as well as perform sorting by median of duration of sessions per week in ascending plus show me only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-21 21:38:58.000000+00:00\", \"2022-08-31 15:14:07.000000+00:00\"], \"session_ids\": [\"f61e95e7-92bc-4af2-8a0f-72ed4be7baf1\", \"8ed7f607-be65-4800-9d12-df97af5d91b1\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.12}, \"86875\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-08 16:11:44.000000+00:00\", \"2020-02-01 12:40:05.000000+00:00\"], \"session_ids\": [\"3673c0b8-5e05-42db-9107-200783ea1b7b\", \"5586f67f-5ad2-4eb5-8830-21578e435206\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 3.763}, \"66370\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-24 19:36:14.000000+00:00\", \"2020-10-12 22:06:50.000000+00:00\"], \"session_ids\": [\"cb59e833-8717-4ec1-839c-4d6bc04c228e\", \"8ae96b00-7f2f-485f-be03-1085031e5d13\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}, \"21060\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-17 13:29:14.000000+00:00\", \"2022-09-07 12:55:59.000000+00:00\", \"2020-06-04 22:15:59.000000+00:00\", \"2022-03-19 15:44:25.000000+00:00\", \"2020-04-09 17:29:33.000000+00:00\"], \"session_ids\": [\"6fd1e179-795e-4906-9755-6e69723c6038\", \"baeba6d4-6968-498b-8cb1-07188ceb1900\", \"6637db25-4c53-4193-8934-a859a331010c\", \"b0458d1d-7a9d-4973-8120-e599a019938b\", \"f815167f-25c6-4f65-b81b-f94152526460\"], \"total_duration\": 101.0, \"total_sessions\": 5, \"mean_week_duration\": 0.743}, \"26467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-06 13:40:58.000000+00:00\", \"2022-06-29 15:52:40.000000+00:00\"], \"session_ids\": [\"7e3cb07f-1f56-4c3e-a78e-d7d7ba7e1712\", \"9a901338-6716-44b7-ae4a-f6c179fe075a\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 2.2}, \"91080\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-07-31 17:05:43.000000+00:00\", \"2021-10-04 17:59:18.000000+00:00\", \"2020-12-13 17:43:54.000000+00:00\", \"2021-09-04 16:19:30.000000+00:00\"], \"session_ids\": [\"e095af6e-83a6-4309-b8a1-c70f7041a701\", \"953acaa2-a4fc-43a1-b601-25c8ed7218aa\", \"a2e21100-7e93-4cfc-92a2-50a07dc8befd\", \"bd010d3a-8cf1-4fd7-96e5-9ec3900e082e\"], \"total_duration\": 974.0, \"total_sessions\": 4, \"mean_week_duration\": 11.459}, \"58708\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-08-23 02:33:33.000000+00:00\", \"2021-07-23 22:15:54.000000+00:00\"], \"session_ids\": [\"84657e4c-0558-4421-a243-c5fa8770a880\", \"fa8b330c-a5ba-482f-a74f-90abc31f8184\"], \"total_duration\": 263.0, \"total_sessions\": 2, \"mean_week_duration\": 5.479}, \"65905\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-06 18:38:45.000000+00:00\", \"2021-12-23 11:23:55.000000+00:00\", \"2019-11-06 06:42:04.000000+00:00\", \"2020-05-03 09:34:35.000000+00:00\"], \"session_ids\": [\"4c89dcdf-1fdd-4aed-aa73-4f85732ac405\", \"c293d7ea-7d0a-4f37-8f6c-0d11ce88ba65\", \"a43cdc2e-d400-44eb-a8b2-51d383b0a254\", \"7f40cab8-0d5f-45c2-afca-a41fc81da611\"], \"total_duration\": 372.0, \"total_sessions\": 4, \"mean_week_duration\": 3.321}, \"79546\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-07 17:00:25.000000+00:00\", \"2021-01-15 11:44:41.000000+00:00\", \"2021-10-21 18:54:45.000000+00:00\"], \"session_ids\": [\"672f876a-880c-415f-bd94-2e50fd802d68\", \"b3f3804c-60f2-42e5-80d2-01033eb0684c\", \"3ff08633-a264-4107-a012-3a79f8f2f412\"], \"total_duration\": 681.0, \"total_sessions\": 3, \"mean_week_duration\": 7.919}, \"35202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-07 19:30:51.000000+00:00\", \"2019-09-01 22:56:31.000000+00:00\", \"2021-05-18 21:17:32.000000+00:00\", \"2019-02-19 17:18:44.000000+00:00\", \"2019-10-07 11:11:19.000000+00:00\", \"2021-11-09 10:08:29.000000+00:00\", \"2019-11-17 01:31:51.000000+00:00\", \"2020-09-05 18:14:23.000000+00:00\", \"2020-11-28 17:25:48.000000+00:00\"], \"session_ids\": [\"5d768492-640f-49c6-8eb4-4318e179b831\", \"1bee3a91-f856-4776-bd5b-e19ee71792da\", \"782fe0f7-ce15-4c83-8888-083bb97fc221\", \"6afde18e-425f-4118-9db2-d6cae404e923\", \"9c28fd3f-f534-43a0-87ca-6c217b4bf4ed\", \"f787731f-2561-4b6f-be68-dd8385e6bb20\", \"42b4edb0-2f3a-41d5-a4a2-b4aba38266ff\", \"0e49e5cf-101f-4d01-96a1-fa4f60a8651b\", \"60bcf1e5-94cb-43b9-9a1e-4ff298e00687\"], \"total_duration\": 25573.0, \"total_sessions\": 9, \"mean_week_duration\": 180.092}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 3 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 3}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66370\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-24 19:36:14.000000+00:00\", \"2020-10-12 22:06:50.000000+00:00\"], \"session_ids\": [\"cb59e833-8717-4ec1-839c-4d6bc04c228e\", \"8ae96b00-7f2f-485f-be03-1085031e5d13\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}}, {\"75810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-21 21:38:58.000000+00:00\", \"2022-08-31 15:14:07.000000+00:00\"], \"session_ids\": [\"f61e95e7-92bc-4af2-8a0f-72ed4be7baf1\", \"8ed7f607-be65-4800-9d12-df97af5d91b1\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.12}}, {\"21060\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-17 13:29:14.000000+00:00\", \"2022-09-07 12:55:59.000000+00:00\", \"2020-06-04 22:15:59.000000+00:00\", \"2022-03-19 15:44:25.000000+00:00\", \"2020-04-09 17:29:33.000000+00:00\"], \"session_ids\": [\"6fd1e179-795e-4906-9755-6e69723c6038\", \"baeba6d4-6968-498b-8cb1-07188ceb1900\", \"6637db25-4c53-4193-8934-a859a331010c\", \"b0458d1d-7a9d-4973-8120-e599a019938b\", \"f815167f-25c6-4f65-b81b-f94152526460\"], \"total_duration\": 101.0, \"total_sessions\": 5, \"mean_week_duration\": 0.743}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66370\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-24 19:36:14.000000+00:00\", \"2020-10-12 22:06:50.000000+00:00\"], \"session_ids\": [\"cb59e833-8717-4ec1-839c-4d6bc04c228e\", \"8ae96b00-7f2f-485f-be03-1085031e5d13\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}}, {\"75810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-21 21:38:58.000000+00:00\", \"2022-08-31 15:14:07.000000+00:00\"], \"session_ids\": [\"f61e95e7-92bc-4af2-8a0f-72ed4be7baf1\", \"8ed7f607-be65-4800-9d12-df97af5d91b1\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.12}}, {\"21060\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-11-17 13:29:14.000000+00:00\", \"2022-09-07 12:55:59.000000+00:00\", \"2020-06-04 22:15:59.000000+00:00\", \"2022-03-19 15:44:25.000000+00:00\", \"2020-04-09 17:29:33.000000+00:00\"], \"session_ids\": [\"6fd1e179-795e-4906-9755-6e69723c6038\", \"baeba6d4-6968-498b-8cb1-07188ceb1900\", \"6637db25-4c53-4193-8934-a859a331010c\", \"b0458d1d-7a9d-4973-8120-e599a019938b\", \"f815167f-25c6-4f65-b81b-f94152526460\"], \"total_duration\": 101.0, \"total_sessions\": 5, \"mean_week_duration\": 0.743}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66370\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-24 19:36:14.000000+00:00\", \"2020-10-12 22:06:50.000000+00:00\"], \"session_ids\": [\"cb59e833-8717-4ec1-839c-4d6bc04c228e\", \"8ae96b00-7f2f-485f-be03-1085031e5d13\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}}, {\"75810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-21 21:38:58.000000+00:00\", \"2022-08-31 15:14:07.000000+00:00\"], \"session_ids\": [\"f61e95e7-92bc-4af2-8a0f-72ed4be7baf1\", \"8ed7f607-be65-4800-9d12-df97af5d91b1\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.12}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66370\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-24 19:36:14.000000+00:00\", \"2020-10-12 22:06:50.000000+00:00\"], \"session_ids\": [\"cb59e833-8717-4ec1-839c-4d6bc04c228e\", \"8ae96b00-7f2f-485f-be03-1085031e5d13\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}}, {\"75810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-06-21 21:38:58.000000+00:00\", \"2022-08-31 15:14:07.000000+00:00\"], \"session_ids\": [\"f61e95e7-92bc-4af2-8a0f-72ed4be7baf1\", \"8ed7f607-be65-4800-9d12-df97af5d91b1\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.12}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about users whose sum of duration is <= than 53 in addition sort by time in app in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-02 11:02:17.000000+00:00\", \"2019-08-28 17:25:22.000000+00:00\", \"2019-05-03 22:19:02.000000+00:00\"], \"session_ids\": [\"58da4449-5d5e-4b43-a4b2-ea0ad003c083\", \"0efc8013-dbb9-4a12-8d58-77bf387f2707\", \"6b1d8799-a9a8-4f1a-a975-4ae98c5808f8\"], \"total_duration\": 446.0, \"total_sessions\": 3, \"mean_week_duration\": 8.577}, \"67341\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-23 08:39:13.000000+00:00\", \"2020-12-29 16:55:54.000000+00:00\", \"2021-01-10 04:03:29.000000+00:00\", \"2023-03-30 04:00:30.000000+00:00\", \"2021-03-04 12:22:34.000000+00:00\", \"2019-07-31 22:21:30.000000+00:00\", \"2019-01-09 10:55:16.000000+00:00\"], \"session_ids\": [\"3527ff9e-fe9c-422e-ba4c-25aa43ce51ac\", \"6b3c7274-8c73-44bf-b594-94042d1ad20a\", \"f4a7156e-afc6-4125-82cd-25cde61852b6\", \"185ca9a6-9ffa-4be0-bb3c-c5ff786c2ea5\", \"699a6e4b-14a0-45a1-b1fd-0fba5f06de12\", \"72c1ec8c-1c08-448e-93da-2dba30a439ae\", \"03487985-d16e-4d30-9d5d-82d521edcb1c\"], \"total_duration\": 2625.0, \"total_sessions\": 7, \"mean_week_duration\": 11.932}, \"53119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-24 22:29:19.000000+00:00\", \"2022-03-01 11:31:06.000000+00:00\", \"2022-11-12 23:10:51.000000+00:00\"], \"session_ids\": [\"674b6e77-ab05-4fc4-9fea-dd016d2deb66\", \"c131b3f4-598f-4cef-b062-e3b891b46d9e\", \"92145472-3348-41c3-9321-a01d9e29ceb6\"], \"total_duration\": 1004.0, \"total_sessions\": 3, \"mean_week_duration\": 27.135}, \"7125\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-05-26 11:47:26.000000+00:00\", \"2019-12-17 05:13:02.000000+00:00\", \"2022-03-23 13:58:06.000000+00:00\", \"2021-09-02 07:25:53.000000+00:00\", \"2022-02-26 04:16:35.000000+00:00\", \"2022-12-04 17:12:53.000000+00:00\", \"2023-06-22 09:30:51.000000+00:00\", \"2021-11-27 11:01:52.000000+00:00\", \"2019-08-29 14:38:55.000000+00:00\", \"2022-12-14 11:49:12.000000+00:00\"], \"session_ids\": [\"152938c1-6610-4798-8987-d187d13e7f18\", \"3108ea99-cf82-448c-8744-ee158b3f6fea\", \"2b24f054-e73c-4f94-932d-8b4621ac0218\", \"05763b32-64e2-431e-b999-077c8dd6eb15\", \"5ed3164b-3344-4e10-a3b9-3ecd940a056e\", \"c1df7230-d1c4-46d4-a4a7-eb9937dd810d\", \"d0b9492f-a784-4f83-9867-924919c160f3\", \"b25e47df-5c57-44cc-9222-218bfe4ea4dc\", \"2b8fdd63-eb29-43d8-9f4d-9cf1d09be539\", \"c6c29c39-1ff1-4711-b77f-0e3d78cb956b\"], \"total_duration\": 1899.0, \"total_sessions\": 10, \"mean_week_duration\": 9.543}, \"59604\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-26 06:27:01.000000+00:00\", \"2021-10-23 11:16:17.000000+00:00\", \"2020-04-21 16:45:16.000000+00:00\", \"2021-06-05 06:29:47.000000+00:00\", \"2019-06-21 21:57:10.000000+00:00\", \"2022-08-02 03:07:50.000000+00:00\"], \"session_ids\": [\"0656c6d8-f352-4909-93d5-bd71224f6bd6\", \"7ca5bd2c-d370-4553-b740-1d5d1804b741\", \"f2c07d88-0f82-49d5-9694-46938aa050f8\", \"12f2e1db-789f-4953-904a-4e90335b2cec\", \"340e6cfc-0d70-4295-b98f-f2af728dcdd2\", \"b280b317-d583-4be5-8b18-ee2651f261ae\"], \"total_duration\": 562.0, \"total_sessions\": 6, \"mean_week_duration\": 3.448}, \"82284\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-02-25 03:59:24.000000+00:00\", \"2022-04-02 23:46:08.000000+00:00\"], \"session_ids\": [\"c9ac6b89-23a5-44a2-bcd1-acf875910e9f\", \"60aa7094-3e9d-4ca2-842c-cbf984e33092\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 4.34}, \"60693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-03 21:52:34.000000+00:00\", \"2019-04-04 08:15:10.000000+00:00\"], \"session_ids\": [\"41a82f40-1c3b-4c19-ab1e-3834e46fd3ab\", \"daea7195-6f1a-429f-9192-3269a0deca97\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.758}, \"87621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-11 12:50:02.000000+00:00\", \"2021-07-15 13:37:32.000000+00:00\", \"2022-07-14 11:27:56.000000+00:00\"], \"session_ids\": [\"a5a44cf5-b9aa-4b81-965d-114857f363c1\", \"42ea350a-25c3-469e-a4f6-f644820f8960\", \"5de9a3ad-4767-453e-a40f-41b5a9d6cdea\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.137}, \"53410\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-22 14:24:53.000000+00:00\", \"2022-06-13 05:04:28.000000+00:00\", \"2019-05-29 07:02:52.000000+00:00\"], \"session_ids\": [\"9cffa1a7-4f00-415b-854e-a7436176e2b8\", \"338f93bd-cff3-4245-8055-ffd237d805e4\", \"722f7db3-95ed-46c0-8dda-a292dff68475\"], \"total_duration\": 1004.0, \"total_sessions\": 3, \"mean_week_duration\": 6.314}, \"25302\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-22 14:19:09.000000+00:00\", \"2023-04-24 02:10:17.000000+00:00\"], \"session_ids\": [\"641b7820-6a3c-47b5-b4b0-ed1cdfea4bc3\", \"a256cbe4-c932-4dab-99f5-8c36fe53885c\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 53"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[53, 4452]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-03 21:52:34.000000+00:00\", \"2019-04-04 08:15:10.000000+00:00\"], \"session_ids\": [\"41a82f40-1c3b-4c19-ab1e-3834e46fd3ab\", \"daea7195-6f1a-429f-9192-3269a0deca97\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.758}, \"87621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-11 12:50:02.000000+00:00\", \"2021-07-15 13:37:32.000000+00:00\", \"2022-07-14 11:27:56.000000+00:00\"], \"session_ids\": [\"a5a44cf5-b9aa-4b81-965d-114857f363c1\", \"42ea350a-25c3-469e-a4f6-f644820f8960\", \"5de9a3ad-4767-453e-a40f-41b5a9d6cdea\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.137}, \"25302\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-22 14:19:09.000000+00:00\", \"2023-04-24 02:10:17.000000+00:00\"], \"session_ids\": [\"641b7820-6a3c-47b5-b4b0-ed1cdfea4bc3\", \"a256cbe4-c932-4dab-99f5-8c36fe53885c\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-11 12:50:02.000000+00:00\", \"2021-07-15 13:37:32.000000+00:00\", \"2022-07-14 11:27:56.000000+00:00\"], \"session_ids\": [\"a5a44cf5-b9aa-4b81-965d-114857f363c1\", \"42ea350a-25c3-469e-a4f6-f644820f8960\", \"5de9a3ad-4767-453e-a40f-41b5a9d6cdea\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.137}}, {\"25302\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-22 14:19:09.000000+00:00\", \"2023-04-24 02:10:17.000000+00:00\"], \"session_ids\": [\"641b7820-6a3c-47b5-b4b0-ed1cdfea4bc3\", \"a256cbe4-c932-4dab-99f5-8c36fe53885c\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}}, {\"60693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-03 21:52:34.000000+00:00\", \"2019-04-04 08:15:10.000000+00:00\"], \"session_ids\": [\"41a82f40-1c3b-4c19-ab1e-3834e46fd3ab\", \"daea7195-6f1a-429f-9192-3269a0deca97\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.758}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-11 12:50:02.000000+00:00\", \"2021-07-15 13:37:32.000000+00:00\", \"2022-07-14 11:27:56.000000+00:00\"], \"session_ids\": [\"a5a44cf5-b9aa-4b81-965d-114857f363c1\", \"42ea350a-25c3-469e-a4f6-f644820f8960\", \"5de9a3ad-4767-453e-a40f-41b5a9d6cdea\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.137}}, {\"25302\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-22 14:19:09.000000+00:00\", \"2023-04-24 02:10:17.000000+00:00\"], \"session_ids\": [\"641b7820-6a3c-47b5-b4b0-ed1cdfea4bc3\", \"a256cbe4-c932-4dab-99f5-8c36fe53885c\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}}, {\"60693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-03 21:52:34.000000+00:00\", \"2019-04-04 08:15:10.000000+00:00\"], \"session_ids\": [\"41a82f40-1c3b-4c19-ab1e-3834e46fd3ab\", \"daea7195-6f1a-429f-9192-3269a0deca97\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.758}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 6 users who currently live in cities Rome, Lima, Hanoi, Panama City , sort by time spent on the site ascendingly , moreover keep only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4181\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-30 06:01:31.000000+00:00\", \"2020-08-23 22:27:51.000000+00:00\", \"2023-05-05 14:47:23.000000+00:00\", \"2020-10-05 03:12:38.000000+00:00\", \"2023-06-19 03:06:16.000000+00:00\", \"2020-02-13 20:32:46.000000+00:00\", \"2019-02-03 18:41:55.000000+00:00\"], \"session_ids\": [\"14a93006-a451-4ffe-afa4-0230f48766cf\", \"892b905f-cf20-4a87-8bcf-13e022c3be24\", \"82369d65-c89f-4db8-a753-d814731f6603\", \"1cab29b3-92a5-4949-b9c5-261888aec65c\", \"af2f446a-1501-488b-86e2-530b88a94a16\", \"c433cbc2-2296-4a5a-9482-0fde24677682\", \"1a29105f-183f-416e-9acc-d7711a943b44\"], \"total_duration\": 11001.0, \"total_sessions\": 7, \"mean_week_duration\": 48.25}, \"97182\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-28 02:59:21.000000+00:00\", \"2023-04-07 11:40:58.000000+00:00\"], \"session_ids\": [\"20b253fa-1fbf-4d7c-b721-c7fbc587005a\", \"0b7be5da-3839-44d4-b622-45ea49279af9\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 2.575}, \"39159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-02 06:06:42.000000+00:00\", \"2019-05-02 10:45:05.000000+00:00\"], \"session_ids\": [\"f012a0e9-f5e7-4bca-bde1-09281d93450c\", \"7725f3c1-6c12-4fe8-a5ea-8147c165813f\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 3.07}, \"61511\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-01-31 19:50:34.000000+00:00\", \"2022-08-25 00:29:28.000000+00:00\"], \"session_ids\": [\"2ec0b0f2-7d7a-4a43-851d-b5d13e40603e\", \"17f9239d-8b43-4c8a-91e0-260e763eff7e\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 1.043}, \"10114\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-22 11:58:22.000000+00:00\", \"2019-01-25 07:27:01.000000+00:00\", \"2020-09-20 04:38:09.000000+00:00\", \"2021-11-29 03:35:09.000000+00:00\", \"2023-03-23 13:40:36.000000+00:00\", \"2019-06-28 00:57:06.000000+00:00\", \"2021-08-19 03:28:30.000000+00:00\"], \"session_ids\": [\"10cb0a70-691d-49a0-a747-7d0068c0d8cf\", \"18922fa1-db16-40d8-97c5-80a819029d72\", \"99c248db-a3bd-4e25-abf4-e42ed26261a5\", \"9cd55cd6-1613-483c-91ab-476938c4b59b\", \"f2a6998b-2f8c-4305-8b37-fee35226959b\", \"f244c566-b0e2-4782-926a-f043a6cb6231\", \"3891f4b2-7617-4991-b1f6-51d968dbf44f\"], \"total_duration\": 1671.0, \"total_sessions\": 7, \"mean_week_duration\": 7.7}, \"62697\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-09 03:37:47.000000+00:00\", \"2019-10-04 11:06:07.000000+00:00\"], \"session_ids\": [\"3855cb17-911d-45c0-9a53-1e0e139b4150\", \"bbd7ef8c-6716-419d-80f6-7d3be5e43bcd\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 4.308}, \"43136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-01 17:47:43.000000+00:00\", \"2022-11-02 04:18:02.000000+00:00\", \"2019-03-20 16:58:31.000000+00:00\", \"2019-09-17 20:44:48.000000+00:00\", \"2020-06-21 12:12:13.000000+00:00\", \"2023-01-22 06:09:39.000000+00:00\", \"2021-11-29 09:26:11.000000+00:00\", \"2019-02-01 01:12:08.000000+00:00\", \"2019-01-11 00:42:04.000000+00:00\", \"2021-12-26 09:56:17.000000+00:00\", \"2021-08-07 02:54:04.000000+00:00\"], \"session_ids\": [\"7b557e3d-b0f8-4c7c-b0c2-8ab630cc611c\", \"1ea913e1-d0b4-43e1-94e1-f4cbf619c6fe\", \"489b7217-7c2d-47ee-bb8d-dd77116e4e6f\", \"840b0321-1ed8-452b-8474-26757431b634\", \"a2089d47-9ece-409c-ba9f-392ce17c7039\", \"afb44157-de57-40b4-8280-2061f82b8802\", \"5b026d1b-52b7-4b2e-836a-af16b6136c8d\", \"10273ab5-3a42-4978-b613-af19fab40081\", \"e01fd99f-bf37-4f3c-a94f-ea5cc8ed563e\", \"be1037ef-f2c4-4364-bfb1-6424119c8ad6\", \"52e411e4-567a-49aa-b7f4-4186c4bbe776\"], \"total_duration\": 8003.0, \"total_sessions\": 11, \"mean_week_duration\": 37.929}, \"67548\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-04-29 00:19:43.000000+00:00\", \"2023-02-10 17:37:33.000000+00:00\", \"2022-11-02 09:36:44.000000+00:00\"], \"session_ids\": [\"0ad91430-155f-4746-aeb0-2db87add7798\", \"c5143cf1-ffaa-4fc2-bf00-018b692735df\", \"3d88ef61-75fe-4ab2-a96d-3dd0315c6312\"], \"total_duration\": 1031.0, \"total_sessions\": 3, \"mean_week_duration\": 39.654}, \"37469\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-12-26 22:57:46.000000+00:00\", \"2020-08-09 03:31:55.000000+00:00\"], \"session_ids\": [\"ac9dd171-d23a-436f-bae8-dc53a2c7d425\", \"2d3973c0-dc92-4135-9c5d-1f26d37e409e\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 5.9}, \"88590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-02 13:20:44.000000+00:00\", \"2023-01-14 04:50:02.000000+00:00\"], \"session_ids\": [\"b276c304-3940-482f-bb9e-25a7d5866753\", \"60b39584-da76-4546-ad06-39772b9c4bfd\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 3.347}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Rome, Lima, Hanoi, Panama City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Rome\", \"Lima\", \"Hanoi\", \"Panama City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about user who has time spent on the site per week bigger than 14 and smaller than 31 and in addition carry out sorting by urban title ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47656\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-14 04:07:18.000000+00:00\", \"2019-08-19 15:49:32.000000+00:00\"], \"session_ids\": [\"43636304-cb75-4082-9010-16108800359c\", \"ba752b63-20ce-48b0-a40c-3ac63950863c\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 2.462}, \"15091\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-23 04:13:58.000000+00:00\", \"2019-04-30 18:25:32.000000+00:00\", \"2021-09-30 04:36:04.000000+00:00\", \"2019-08-26 07:06:45.000000+00:00\"], \"session_ids\": [\"d38addcd-f862-422d-ad77-6b65af09e822\", \"24a2acd6-3063-48e5-bd67-1987467ed2a8\", \"ea869fb0-9de0-4d2b-815a-54784565fa56\", \"b5fb8dc1-8ec5-409b-a6e8-87112be0326b\"], \"total_duration\": 48.0, \"total_sessions\": 4, \"mean_week_duration\": 0.378}, \"77013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-01 22:51:53.000000+00:00\", \"2019-09-11 15:00:20.000000+00:00\"], \"session_ids\": [\"68c1655b-db1d-43c5-9940-ed538d9b9550\", \"a847a937-84b4-4d42-91cf-0bb9d8221c53\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 14.905}, \"66828\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-30 00:49:27.000000+00:00\", \"2021-01-06 11:46:38.000000+00:00\", \"2022-05-12 07:08:55.000000+00:00\"], \"session_ids\": [\"232bc291-9701-4e27-8410-e60bb8d55bd1\", \"e7a20365-87ea-41f8-bb69-06a4de2c8652\", \"114779d9-3bf0-4b60-981c-08b55256a49a\"], \"total_duration\": 61.0, \"total_sessions\": 3, \"mean_week_duration\": 0.477}, \"93012\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-21 09:38:49.000000+00:00\", \"2021-09-13 00:29:10.000000+00:00\"], \"session_ids\": [\"25cbaf44-94a8-4509-9056-78e98d4e02bc\", \"0e8acc41-b959-430e-989d-24659217a0d2\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 2.237}, \"21040\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-16 01:28:10.000000+00:00\", \"2021-11-13 01:47:13.000000+00:00\", \"2019-07-10 18:56:51.000000+00:00\", \"2019-06-10 01:08:05.000000+00:00\", \"2022-09-26 01:22:46.000000+00:00\", \"2022-08-14 17:03:51.000000+00:00\"], \"session_ids\": [\"a78772ef-ed1b-4525-9e78-5a061b4c010d\", \"4fa23b2a-3e22-4dc1-afa0-e8336ca83fb2\", \"b76948a6-eb6c-4f41-b9c2-585752332297\", \"c272bc3a-5f9d-4fe5-b9c8-7401186cbc94\", \"3e2f35cf-7b46-4e70-9648-d8429cccd87c\", \"6faf51b3-efcd-40c9-a335-bf312ba2e4bd\"], \"total_duration\": 2155.0, \"total_sessions\": 6, \"mean_week_duration\": 12.529}, \"82311\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-29 18:41:02.000000+00:00\", \"2020-07-30 20:33:01.000000+00:00\"], \"session_ids\": [\"ceeb6cb3-b670-4c36-99a7-30e30471b7a4\", \"6eb65e4f-051b-46d9-b58a-5e851a65518e\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.561}, \"88946\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-23 08:51:25.000000+00:00\", \"2023-06-19 02:07:48.000000+00:00\"], \"session_ids\": [\"fd52a440-3634-4b46-ae4a-a9d676804e6b\", \"6b444da9-23dc-481f-8e6d-674cc122083e\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 0.479}, \"45169\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-07 13:27:52.000000+00:00\", \"2019-09-08 06:07:44.000000+00:00\", \"2020-02-12 17:05:00.000000+00:00\", \"2019-12-18 23:36:10.000000+00:00\", \"2020-05-22 09:31:23.000000+00:00\", \"2020-07-31 19:24:18.000000+00:00\", \"2020-07-24 00:08:09.000000+00:00\", \"2023-04-14 22:54:13.000000+00:00\", \"2019-07-19 19:16:14.000000+00:00\"], \"session_ids\": [\"0452f6c1-a584-4a17-8ba1-5aa811bd62d7\", \"ac491916-d5e8-4031-9d18-a7010ba44834\", \"fa95b60e-b2c2-413a-a454-d8ff5f61adeb\", \"21d78137-810f-45fd-894d-9725954cd4d5\", \"e9895cb3-61a1-4bb1-9803-309f186f24b7\", \"173b9b62-5468-4eb4-a5e9-1900c9bc1a83\", \"36f59ae7-16dc-4d25-b68a-459bea705119\", \"b71a7332-19ac-4adc-9531-db6049fe2f52\", \"06685db2-93db-4f18-a914-933d6cc83dde\"], \"total_duration\": 13527.0, \"total_sessions\": 9, \"mean_week_duration\": 69.369}, \"54914\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-06-23 01:57:21.000000+00:00\", \"2021-03-30 11:02:47.000000+00:00\"], \"session_ids\": [\"8962fda7-5dd0-46c5-95d0-7c24f4620929\", \"5cd85cb0-4c82-4c70-9956-d4d76027a054\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 14 and are equal or less than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"77013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-01 22:51:53.000000+00:00\", \"2019-09-11 15:00:20.000000+00:00\"], \"session_ids\": [\"68c1655b-db1d-43c5-9940-ed538d9b9550\", \"a847a937-84b4-4d42-91cf-0bb9d8221c53\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 14.905}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-01 22:51:53.000000+00:00\", \"2019-09-11 15:00:20.000000+00:00\"], \"session_ids\": [\"68c1655b-db1d-43c5-9940-ed538d9b9550\", \"a847a937-84b4-4d42-91cf-0bb9d8221c53\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 14.905}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-01 22:51:53.000000+00:00\", \"2019-09-11 15:00:20.000000+00:00\"], \"session_ids\": [\"68c1655b-db1d-43c5-9940-ed538d9b9550\", \"a847a937-84b4-4d42-91cf-0bb9d8221c53\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 14.905}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"77013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-01 22:51:53.000000+00:00\", \"2019-09-11 15:00:20.000000+00:00\"], \"session_ids\": [\"68c1655b-db1d-43c5-9940-ed538d9b9550\", \"a847a937-84b4-4d42-91cf-0bb9d8221c53\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 14.905}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 7 users with a total duration that is higher than 430 and lower than 3846, exclusive 430 inclusive 3846 additionaly sort by sessions summation asc additionaly show me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53637\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-06-01 19:27:48.000000+00:00\", \"2019-06-16 00:16:52.000000+00:00\"], \"session_ids\": [\"4bbc8761-9db7-4558-973d-e924c365ce80\", \"ff72248f-fca7-413c-b353-0b9137c2231f\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 102.0}, \"5712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-07 08:20:09.000000+00:00\", \"2021-04-01 04:38:31.000000+00:00\", \"2023-03-03 13:09:12.000000+00:00\", \"2021-07-24 18:39:33.000000+00:00\"], \"session_ids\": [\"496f215b-5be0-44be-8a49-09e9c70866fc\", \"d08040eb-8ecd-4beb-83d8-3e78245785c9\", \"20147043-2fa0-405a-96f7-96a72ba13a17\", \"516ac5fd-ba16-46fc-8add-7e57e52a4d15\"], \"total_duration\": 1248.0, \"total_sessions\": 4, \"mean_week_duration\": 5.751}, \"56775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-28 01:07:03.000000+00:00\", \"2020-08-23 09:21:25.000000+00:00\", \"2019-10-16 16:06:40.000000+00:00\", \"2019-01-20 02:09:02.000000+00:00\", \"2022-04-05 23:25:23.000000+00:00\", \"2023-02-23 15:40:49.000000+00:00\", \"2023-01-21 20:00:49.000000+00:00\", \"2019-08-17 03:03:39.000000+00:00\", \"2020-10-14 04:13:41.000000+00:00\", \"2023-03-21 14:05:28.000000+00:00\"], \"session_ids\": [\"57c289e9-ea95-4211-9d31-f6893afe5186\", \"d5375706-d3d4-4e9f-a7d3-92e466ab1103\", \"7f6e7e88-3d5c-422b-aafb-5f737ecfb20f\", \"edf20605-a088-4902-b42d-f0e711448e0c\", \"9aeb613d-4600-4bf4-aa01-afe39e5d55c1\", \"516901f1-a703-4a60-96d7-469878faf462\", \"69db1342-d537-4030-923c-a2bca6a0b48a\", \"33b6498a-fda6-46bc-991f-03caa34700b8\", \"3ad25e8b-b1b2-45a3-af0a-533ca62f64e0\", \"ec65c314-022f-4061-a3e7-7625e356f8d7\"], \"total_duration\": 477.0, \"total_sessions\": 10, \"mean_week_duration\": 2.188}, \"4632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-09 11:10:59.000000+00:00\", \"2020-04-08 07:46:47.000000+00:00\", \"2022-10-21 07:39:13.000000+00:00\", \"2021-05-27 23:36:26.000000+00:00\", \"2020-08-03 14:37:03.000000+00:00\", \"2023-06-09 16:12:11.000000+00:00\", \"2020-01-20 04:23:28.000000+00:00\", \"2020-01-24 21:42:48.000000+00:00\", \"2023-01-29 11:52:37.000000+00:00\", \"2023-03-27 03:08:02.000000+00:00\", \"2020-01-22 07:17:07.000000+00:00\"], \"session_ids\": [\"67758d17-4b5c-47d2-b716-42ba80549ead\", \"80891843-8ca6-4102-a784-b806d9688a78\", \"d94a45d9-eec4-4417-a90d-6e824de82ebc\", \"f8139c2e-0b1e-4e56-879d-6395edad147a\", \"046a2ba7-0c3e-455d-a6ad-6968c30f6f6b\", \"1051f6f5-b8c6-49d2-81a8-e7e31aa81f72\", \"0487f386-29ea-4b8d-83dd-d082d79aa240\", \"75977c5e-445b-4d20-96c5-fde917a04d3a\", \"a0db3193-8779-4618-a97e-3fcb76bf49d7\", \"256f5f8a-44bd-4d06-b9ad-115da0cbac37\", \"44e97bab-b9bd-47b3-b032-bc408b486b34\"], \"total_duration\": 52107.0, \"total_sessions\": 11, \"mean_week_duration\": 294.39}, \"66034\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-24 13:49:45.000000+00:00\", \"2022-07-11 05:39:06.000000+00:00\"], \"session_ids\": [\"98ada461-195c-499e-9380-a57ab0964dff\", \"07303614-afac-455a-9a91-93a15978cf2a\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.189}, \"53906\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-24 19:19:42.000000+00:00\", \"2023-03-26 17:48:02.000000+00:00\", \"2020-11-18 12:11:32.000000+00:00\"], \"session_ids\": [\"acbd163b-e9ff-469d-b9e9-708b04ac7d13\", \"9e07f76c-2776-43f3-84c9-0768ac0f478a\", \"985069d7-ca39-4f11-9696-9db17f30fedf\"], \"total_duration\": 118.0, \"total_sessions\": 3, \"mean_week_duration\": 0.868}, \"28367\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-05 23:03:01.000000+00:00\", \"2023-05-16 03:33:56.000000+00:00\"], \"session_ids\": [\"024ce24a-ae68-4482-a4cd-f31271c1064e\", \"955cf223-31cf-48ae-a6eb-e9ca57489196\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 0.717}, \"90897\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-30 18:41:01.000000+00:00\", \"2020-09-17 18:45:59.000000+00:00\", \"2020-08-27 11:29:28.000000+00:00\", \"2023-01-03 10:39:57.000000+00:00\"], \"session_ids\": [\"85b4e0c6-7124-4934-a62b-6de928662c90\", \"fa56b8e3-5aa3-4d7e-ba4b-67518e2ab593\", \"4dbcc166-6190-4c5c-b8c2-fbf057719128\", \"eba972b1-9915-42dd-a929-35f31a8fea62\"], \"total_duration\": 90.0, \"total_sessions\": 4, \"mean_week_duration\": 0.667}, \"70108\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-02-27 12:05:02.000000+00:00\", \"2019-05-14 04:18:04.000000+00:00\"], \"session_ids\": [\"75e09e5e-980c-4f59-a620-9fcac7f0af87\", \"c99d1bac-5806-4142-9564-fb6781fd3971\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.489}, \"46497\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-23 15:30:04.000000+00:00\", \"2021-04-21 17:46:35.000000+00:00\", \"2023-05-24 17:58:57.000000+00:00\", \"2019-08-05 15:23:25.000000+00:00\", \"2020-04-20 20:01:41.000000+00:00\", \"2022-09-27 18:10:23.000000+00:00\"], \"session_ids\": [\"e373210f-e168-4667-bd99-d46ea58dfa2c\", \"0eb8b688-d0f8-4fab-b619-920692d1e4ac\", \"2c352a32-a400-412f-b972-237460984a16\", \"2875d4ee-55cf-433b-8b83-bc7f184cfe38\", \"d90d4ec9-0daa-4f55-9cfe-0ddd03f52c5c\", \"b5e024e6-6ff0-4c97-b37f-a54d68d78156\"], \"total_duration\": 6359.0, \"total_sessions\": 6, \"mean_week_duration\": 31.955}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 430 and are equal or less than 3846"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[430, 3846]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-07 08:20:09.000000+00:00\", \"2021-04-01 04:38:31.000000+00:00\", \"2023-03-03 13:09:12.000000+00:00\", \"2021-07-24 18:39:33.000000+00:00\"], \"session_ids\": [\"496f215b-5be0-44be-8a49-09e9c70866fc\", \"d08040eb-8ecd-4beb-83d8-3e78245785c9\", \"20147043-2fa0-405a-96f7-96a72ba13a17\", \"516ac5fd-ba16-46fc-8add-7e57e52a4d15\"], \"total_duration\": 1248.0, \"total_sessions\": 4, \"mean_week_duration\": 5.751}, \"56775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-28 01:07:03.000000+00:00\", \"2020-08-23 09:21:25.000000+00:00\", \"2019-10-16 16:06:40.000000+00:00\", \"2019-01-20 02:09:02.000000+00:00\", \"2022-04-05 23:25:23.000000+00:00\", \"2023-02-23 15:40:49.000000+00:00\", \"2023-01-21 20:00:49.000000+00:00\", \"2019-08-17 03:03:39.000000+00:00\", \"2020-10-14 04:13:41.000000+00:00\", \"2023-03-21 14:05:28.000000+00:00\"], \"session_ids\": [\"57c289e9-ea95-4211-9d31-f6893afe5186\", \"d5375706-d3d4-4e9f-a7d3-92e466ab1103\", \"7f6e7e88-3d5c-422b-aafb-5f737ecfb20f\", \"edf20605-a088-4902-b42d-f0e711448e0c\", \"9aeb613d-4600-4bf4-aa01-afe39e5d55c1\", \"516901f1-a703-4a60-96d7-469878faf462\", \"69db1342-d537-4030-923c-a2bca6a0b48a\", \"33b6498a-fda6-46bc-991f-03caa34700b8\", \"3ad25e8b-b1b2-45a3-af0a-533ca62f64e0\", \"ec65c314-022f-4061-a3e7-7625e356f8d7\"], \"total_duration\": 477.0, \"total_sessions\": 10, \"mean_week_duration\": 2.188}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"5712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-07 08:20:09.000000+00:00\", \"2021-04-01 04:38:31.000000+00:00\", \"2023-03-03 13:09:12.000000+00:00\", \"2021-07-24 18:39:33.000000+00:00\"], \"session_ids\": [\"496f215b-5be0-44be-8a49-09e9c70866fc\", \"d08040eb-8ecd-4beb-83d8-3e78245785c9\", \"20147043-2fa0-405a-96f7-96a72ba13a17\", \"516ac5fd-ba16-46fc-8add-7e57e52a4d15\"], \"total_duration\": 1248.0, \"total_sessions\": 4, \"mean_week_duration\": 5.751}}, {\"56775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-28 01:07:03.000000+00:00\", \"2020-08-23 09:21:25.000000+00:00\", \"2019-10-16 16:06:40.000000+00:00\", \"2019-01-20 02:09:02.000000+00:00\", \"2022-04-05 23:25:23.000000+00:00\", \"2023-02-23 15:40:49.000000+00:00\", \"2023-01-21 20:00:49.000000+00:00\", \"2019-08-17 03:03:39.000000+00:00\", \"2020-10-14 04:13:41.000000+00:00\", \"2023-03-21 14:05:28.000000+00:00\"], \"session_ids\": [\"57c289e9-ea95-4211-9d31-f6893afe5186\", \"d5375706-d3d4-4e9f-a7d3-92e466ab1103\", \"7f6e7e88-3d5c-422b-aafb-5f737ecfb20f\", \"edf20605-a088-4902-b42d-f0e711448e0c\", \"9aeb613d-4600-4bf4-aa01-afe39e5d55c1\", \"516901f1-a703-4a60-96d7-469878faf462\", \"69db1342-d537-4030-923c-a2bca6a0b48a\", \"33b6498a-fda6-46bc-991f-03caa34700b8\", \"3ad25e8b-b1b2-45a3-af0a-533ca62f64e0\", \"ec65c314-022f-4061-a3e7-7625e356f8d7\"], \"total_duration\": 477.0, \"total_sessions\": 10, \"mean_week_duration\": 2.188}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"5712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-07 08:20:09.000000+00:00\", \"2021-04-01 04:38:31.000000+00:00\", \"2023-03-03 13:09:12.000000+00:00\", \"2021-07-24 18:39:33.000000+00:00\"], \"session_ids\": [\"496f215b-5be0-44be-8a49-09e9c70866fc\", \"d08040eb-8ecd-4beb-83d8-3e78245785c9\", \"20147043-2fa0-405a-96f7-96a72ba13a17\", \"516ac5fd-ba16-46fc-8add-7e57e52a4d15\"], \"total_duration\": 1248.0, \"total_sessions\": 4, \"mean_week_duration\": 5.751}}, {\"56775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-28 01:07:03.000000+00:00\", \"2020-08-23 09:21:25.000000+00:00\", \"2019-10-16 16:06:40.000000+00:00\", \"2019-01-20 02:09:02.000000+00:00\", \"2022-04-05 23:25:23.000000+00:00\", \"2023-02-23 15:40:49.000000+00:00\", \"2023-01-21 20:00:49.000000+00:00\", \"2019-08-17 03:03:39.000000+00:00\", \"2020-10-14 04:13:41.000000+00:00\", \"2023-03-21 14:05:28.000000+00:00\"], \"session_ids\": [\"57c289e9-ea95-4211-9d31-f6893afe5186\", \"d5375706-d3d4-4e9f-a7d3-92e466ab1103\", \"7f6e7e88-3d5c-422b-aafb-5f737ecfb20f\", \"edf20605-a088-4902-b42d-f0e711448e0c\", \"9aeb613d-4600-4bf4-aa01-afe39e5d55c1\", \"516901f1-a703-4a60-96d7-469878faf462\", \"69db1342-d537-4030-923c-a2bca6a0b48a\", \"33b6498a-fda6-46bc-991f-03caa34700b8\", \"3ad25e8b-b1b2-45a3-af0a-533ca62f64e0\", \"ec65c314-022f-4061-a3e7-7625e356f8d7\"], \"total_duration\": 477.0, \"total_sessions\": 10, \"mean_week_duration\": 2.188}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"5712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-01-07 08:20:09.000000+00:00\", \"2021-04-01 04:38:31.000000+00:00\", \"2023-03-03 13:09:12.000000+00:00\", \"2021-07-24 18:39:33.000000+00:00\"], \"session_ids\": [\"496f215b-5be0-44be-8a49-09e9c70866fc\", \"d08040eb-8ecd-4beb-83d8-3e78245785c9\", \"20147043-2fa0-405a-96f7-96a72ba13a17\", \"516ac5fd-ba16-46fc-8add-7e57e52a4d15\"], \"total_duration\": 1248.0, \"total_sessions\": 4, \"mean_week_duration\": 5.751}}, {\"56775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-28 01:07:03.000000+00:00\", \"2020-08-23 09:21:25.000000+00:00\", \"2019-10-16 16:06:40.000000+00:00\", \"2019-01-20 02:09:02.000000+00:00\", \"2022-04-05 23:25:23.000000+00:00\", \"2023-02-23 15:40:49.000000+00:00\", \"2023-01-21 20:00:49.000000+00:00\", \"2019-08-17 03:03:39.000000+00:00\", \"2020-10-14 04:13:41.000000+00:00\", \"2023-03-21 14:05:28.000000+00:00\"], \"session_ids\": [\"57c289e9-ea95-4211-9d31-f6893afe5186\", \"d5375706-d3d4-4e9f-a7d3-92e466ab1103\", \"7f6e7e88-3d5c-422b-aafb-5f737ecfb20f\", \"edf20605-a088-4902-b42d-f0e711448e0c\", \"9aeb613d-4600-4bf4-aa01-afe39e5d55c1\", \"516901f1-a703-4a60-96d7-469878faf462\", \"69db1342-d537-4030-923c-a2bca6a0b48a\", \"33b6498a-fda6-46bc-991f-03caa34700b8\", \"3ad25e8b-b1b2-45a3-af0a-533ca62f64e0\", \"ec65c314-022f-4061-a3e7-7625e356f8d7\"], \"total_duration\": 477.0, \"total_sessions\": 10, \"mean_week_duration\": 2.188}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 7 users whose time using the app per week is less than 41 and strictly greater than 18 + do sorting by mean of duration of sessions per week in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25555\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-20 11:42:21.000000+00:00\", \"2021-09-09 20:30:15.000000+00:00\", \"2019-05-09 00:52:26.000000+00:00\", \"2020-09-14 18:13:32.000000+00:00\"], \"session_ids\": [\"7fc88236-0bbb-4ca8-a2ae-425f58e370f0\", \"a6b3b063-b727-4c58-a957-edf20ecc96c1\", \"3073b439-cd74-4d44-b1e4-6a8b7a3006f2\", \"20cd13f4-9ebe-4569-9e05-0cc2e5bc023e\"], \"total_duration\": 1427.0, \"total_sessions\": 4, \"mean_week_duration\": 11.697}, \"72703\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-19 01:04:00.000000+00:00\", \"2020-09-05 05:29:25.000000+00:00\", \"2022-09-08 23:50:33.000000+00:00\"], \"session_ids\": [\"f805bc63-555e-485b-9a97-08c05a0a88c0\", \"447916a5-e26a-4d3b-abf9-3b6980cfcc2a\", \"b8c6ba0b-2c2d-4f77-ae39-1fdd7c35953c\"], \"total_duration\": 258.0, \"total_sessions\": 3, \"mean_week_duration\": 2.457}, \"87051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-14 18:47:37.000000+00:00\", \"2021-06-14 09:20:38.000000+00:00\"], \"session_ids\": [\"4eac7d1d-a31e-40c9-b66e-0e964511148a\", \"8be58dbe-c11b-471b-824a-92133cf6fbf7\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 39.333}, \"29173\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-03-20 09:26:38.000000+00:00\", \"2019-02-26 10:15:19.000000+00:00\"], \"session_ids\": [\"0e00b7f0-6789-47ff-b829-f5f06331df73\", \"a5aa5fa5-93a7-4a87-bfe1-43685d6e86ba\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.213}, \"11228\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-08-02 10:08:07.000000+00:00\", \"2019-11-14 13:11:46.000000+00:00\", \"2021-07-31 08:31:29.000000+00:00\"], \"session_ids\": [\"2e071228-f10d-4fd9-91a6-08ba392e1688\", \"3d75249c-07f3-4b52-b6ae-32381af0b0b4\", \"57e45278-9417-4113-aaf4-54f7779e6bdc\"], \"total_duration\": 443.0, \"total_sessions\": 3, \"mean_week_duration\": 3.12}, \"46287\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-09 03:35:29.000000+00:00\", \"2020-12-04 23:33:53.000000+00:00\", \"2021-10-14 06:38:48.000000+00:00\", \"2022-10-18 11:16:08.000000+00:00\"], \"session_ids\": [\"751e7417-ec90-4a69-82fa-24723c2dc294\", \"090439e3-e616-42bc-9046-542ab1ab4991\", \"2aeec522-832b-447d-80fd-015cc2137557\", \"58b75a74-4514-4887-9ac9-932fb90f3f80\"], \"total_duration\": 522.0, \"total_sessions\": 4, \"mean_week_duration\": 2.705}, \"42755\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-02-21 13:00:28.000000+00:00\", \"2022-08-02 20:40:42.000000+00:00\"], \"session_ids\": [\"6a944f4e-7683-4143-8569-0d2bd3f1dc6f\", \"3d1790b2-bade-4182-a6b6-8498a0c16be2\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 1.664}, \"45820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-06 16:29:11.000000+00:00\", \"2022-02-24 04:40:21.000000+00:00\"], \"session_ids\": [\"01c0a492-b6b9-4e51-978f-64ca156b5aad\", \"a3f3e433-1915-4ac9-96f4-a86274d1d697\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}, \"3637\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-05-11 04:09:22.000000+00:00\", \"2022-12-28 21:17:52.000000+00:00\", \"2020-05-04 22:38:41.000000+00:00\", \"2021-08-30 00:36:59.000000+00:00\", \"2022-07-21 05:39:02.000000+00:00\", \"2020-04-03 11:44:32.000000+00:00\", \"2019-03-14 06:57:09.000000+00:00\", \"2020-11-02 18:32:06.000000+00:00\"], \"session_ids\": [\"c5ab502c-d2f1-44c4-a846-b7444ececdb6\", \"bf46cc20-0a71-447f-b15a-099e546c0fe2\", \"7621da71-6569-4bec-beb1-5216ead2c3d2\", \"825e0f1f-8cc1-4541-9656-821b8f723984\", \"e7a8e957-fa83-47e3-9486-5069f9f974d3\", \"e6bc165b-e2f6-4a1a-88b2-0eb9c8226364\", \"d3025ad8-88e7-472d-994f-cd02fa35879e\", \"74bb932a-45cf-4f6b-8a60-7ad46193f327\"], \"total_duration\": 2471.0, \"total_sessions\": 8, \"mean_week_duration\": 11.387}, \"3462\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-12 21:26:05.000000+00:00\", \"2019-08-20 04:39:29.000000+00:00\"], \"session_ids\": [\"e02c4e33-8350-49db-9b22-b497870b1adb\", \"0f2c0e7f-b5a9-4109-8e92-9824d6464985\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 60.833}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 18 and are equal or less than 41"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 41]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-14 18:47:37.000000+00:00\", \"2021-06-14 09:20:38.000000+00:00\"], \"session_ids\": [\"4eac7d1d-a31e-40c9-b66e-0e964511148a\", \"8be58dbe-c11b-471b-824a-92133cf6fbf7\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 39.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-14 18:47:37.000000+00:00\", \"2021-06-14 09:20:38.000000+00:00\"], \"session_ids\": [\"4eac7d1d-a31e-40c9-b66e-0e964511148a\", \"8be58dbe-c11b-471b-824a-92133cf6fbf7\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 39.333}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-14 18:47:37.000000+00:00\", \"2021-06-14 09:20:38.000000+00:00\"], \"session_ids\": [\"4eac7d1d-a31e-40c9-b66e-0e964511148a\", \"8be58dbe-c11b-471b-824a-92133cf6fbf7\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 39.333}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87051\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-14 18:47:37.000000+00:00\", \"2021-06-14 09:20:38.000000+00:00\"], \"session_ids\": [\"4eac7d1d-a31e-40c9-b66e-0e964511148a\", \"8be58dbe-c11b-471b-824a-92133cf6fbf7\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 39.333}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 5 users who don't belong to city Athens and implement sorting by time using the app from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-18 04:03:09.000000+00:00\", \"2022-04-15 10:25:25.000000+00:00\"], \"session_ids\": [\"a93d9638-f703-401b-a7a1-7184333704d9\", \"05a77c46-70d3-4381-9ac4-fc5777518d64\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"86119\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2020-12-26 23:59:09.000000+00:00\", \"2022-02-22 23:19:24.000000+00:00\", \"2019-04-30 07:20:06.000000+00:00\"], \"session_ids\": [\"50dd6ca0-a448-4206-b34c-aa139cbefbfd\", \"e190984b-7d65-4b83-9666-c7d5346b4522\", \"73ab846c-7883-4d0b-9b0f-d69d08b3c7d8\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 0.497}, \"35451\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-11 00:46:22.000000+00:00\", \"2020-03-11 22:11:51.000000+00:00\", \"2022-07-13 15:19:37.000000+00:00\"], \"session_ids\": [\"592d53f8-a88a-48b4-9137-b61415a9b66c\", \"0181e035-0523-4065-a194-05de740ebca4\", \"e03344dd-9924-4854-bb6c-ad7eabc761b8\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.303}, \"62229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-21 13:22:05.000000+00:00\", \"2020-04-14 06:20:17.000000+00:00\"], \"session_ids\": [\"aadebc6a-04f7-43fd-9596-3e4d55dc18e9\", \"cd2f3f2d-2a5d-440a-8bf1-8b2e706068df\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.887}, \"78684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-11 06:35:23.000000+00:00\", \"2022-10-01 12:29:17.000000+00:00\"], \"session_ids\": [\"0ac28649-a3a5-4b9a-9a84-4f2a7b8bfeb0\", \"4e57037a-1352-4a58-b8e7-10e13cd4bf71\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 19.87}, \"96175\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-09-06 05:34:10.000000+00:00\", \"2020-05-11 16:02:01.000000+00:00\"], \"session_ids\": [\"eacf53f8-ccb8-428b-968b-11f09b50c284\", \"dbf73122-fa27-467a-9ff1-e274eca79767\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.833}, \"50664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-02-18 16:46:47.000000+00:00\", \"2022-02-03 07:30:48.000000+00:00\"], \"session_ids\": [\"3a90f748-da7a-4d91-8a54-458e9ced8a1f\", \"c3be260b-53ee-4578-80c8-dbfa4663421b\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.745}, \"89920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-02 23:23:16.000000+00:00\", \"2022-04-21 17:20:14.000000+00:00\", \"2019-09-15 10:48:49.000000+00:00\", \"2021-02-19 21:04:53.000000+00:00\", \"2023-03-28 09:21:29.000000+00:00\", \"2022-03-01 14:25:46.000000+00:00\", \"2019-11-20 17:54:21.000000+00:00\", \"2022-10-18 08:32:08.000000+00:00\", \"2020-10-03 19:41:33.000000+00:00\", \"2023-04-24 01:21:59.000000+00:00\"], \"session_ids\": [\"59e1c445-231e-41a2-b044-d34e95189cdc\", \"73f4f3f1-ab57-4776-8df4-d642f44224ad\", \"951f51c2-ea92-48cd-b037-aca7599cce0a\", \"8539c8c4-fe60-41b3-9718-7771293a9914\", \"630f2653-c497-471a-a16b-88d3286e3bb9\", \"264e7aa3-a199-42a7-8ff9-327b28e754cc\", \"fd361020-b02d-41dd-a888-13f7221c66c3\", \"4b88be4a-1901-4156-868f-2e356c75a911\", \"0c02575b-409d-4382-b995-b1fa60e0efae\", \"22782d3e-fd09-4585-8c4f-d81786d9d6a9\"], \"total_duration\": 2429.0, \"total_sessions\": 10, \"mean_week_duration\": 12.92}, \"33966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-02-21 11:20:43.000000+00:00\", \"2023-05-29 05:21:26.000000+00:00\"], \"session_ids\": [\"39a08872-5b1b-4a6f-b74b-65dd715f2b92\", \"2bded35e-c40b-4705-af54-de4e39a451cf\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}, \"43519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-25 08:38:14.000000+00:00\", \"2023-04-21 10:58:25.000000+00:00\", \"2019-03-02 23:35:24.000000+00:00\", \"2019-01-14 00:47:41.000000+00:00\"], \"session_ids\": [\"df7a6c5b-eba2-470a-b288-e11c08d55740\", \"598c7b5d-7a38-488f-90d4-b5705f1d1f19\", \"69d62ca9-7890-4041-a216-9a7faa5ccaae\", \"19f19abb-cdba-4b51-9d1f-82e70cd80d4e\"], \"total_duration\": 226.0, \"total_sessions\": 4, \"mean_week_duration\": 1.013}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Athens"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Athens\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-18 04:03:09.000000+00:00\", \"2022-04-15 10:25:25.000000+00:00\"], \"session_ids\": [\"a93d9638-f703-401b-a7a1-7184333704d9\", \"05a77c46-70d3-4381-9ac4-fc5777518d64\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"35451\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-11 00:46:22.000000+00:00\", \"2020-03-11 22:11:51.000000+00:00\", \"2022-07-13 15:19:37.000000+00:00\"], \"session_ids\": [\"592d53f8-a88a-48b4-9137-b61415a9b66c\", \"0181e035-0523-4065-a194-05de740ebca4\", \"e03344dd-9924-4854-bb6c-ad7eabc761b8\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.303}, \"62229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-21 13:22:05.000000+00:00\", \"2020-04-14 06:20:17.000000+00:00\"], \"session_ids\": [\"aadebc6a-04f7-43fd-9596-3e4d55dc18e9\", \"cd2f3f2d-2a5d-440a-8bf1-8b2e706068df\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.887}, \"78684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-11 06:35:23.000000+00:00\", \"2022-10-01 12:29:17.000000+00:00\"], \"session_ids\": [\"0ac28649-a3a5-4b9a-9a84-4f2a7b8bfeb0\", \"4e57037a-1352-4a58-b8e7-10e13cd4bf71\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 19.87}, \"96175\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-09-06 05:34:10.000000+00:00\", \"2020-05-11 16:02:01.000000+00:00\"], \"session_ids\": [\"eacf53f8-ccb8-428b-968b-11f09b50c284\", \"dbf73122-fa27-467a-9ff1-e274eca79767\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.833}, \"50664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-02-18 16:46:47.000000+00:00\", \"2022-02-03 07:30:48.000000+00:00\"], \"session_ids\": [\"3a90f748-da7a-4d91-8a54-458e9ced8a1f\", \"c3be260b-53ee-4578-80c8-dbfa4663421b\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.745}, \"89920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-02 23:23:16.000000+00:00\", \"2022-04-21 17:20:14.000000+00:00\", \"2019-09-15 10:48:49.000000+00:00\", \"2021-02-19 21:04:53.000000+00:00\", \"2023-03-28 09:21:29.000000+00:00\", \"2022-03-01 14:25:46.000000+00:00\", \"2019-11-20 17:54:21.000000+00:00\", \"2022-10-18 08:32:08.000000+00:00\", \"2020-10-03 19:41:33.000000+00:00\", \"2023-04-24 01:21:59.000000+00:00\"], \"session_ids\": [\"59e1c445-231e-41a2-b044-d34e95189cdc\", \"73f4f3f1-ab57-4776-8df4-d642f44224ad\", \"951f51c2-ea92-48cd-b037-aca7599cce0a\", \"8539c8c4-fe60-41b3-9718-7771293a9914\", \"630f2653-c497-471a-a16b-88d3286e3bb9\", \"264e7aa3-a199-42a7-8ff9-327b28e754cc\", \"fd361020-b02d-41dd-a888-13f7221c66c3\", \"4b88be4a-1901-4156-868f-2e356c75a911\", \"0c02575b-409d-4382-b995-b1fa60e0efae\", \"22782d3e-fd09-4585-8c4f-d81786d9d6a9\"], \"total_duration\": 2429.0, \"total_sessions\": 10, \"mean_week_duration\": 12.92}, \"33966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-02-21 11:20:43.000000+00:00\", \"2023-05-29 05:21:26.000000+00:00\"], \"session_ids\": [\"39a08872-5b1b-4a6f-b74b-65dd715f2b92\", \"2bded35e-c40b-4705-af54-de4e39a451cf\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}, \"43519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-25 08:38:14.000000+00:00\", \"2023-04-21 10:58:25.000000+00:00\", \"2019-03-02 23:35:24.000000+00:00\", \"2019-01-14 00:47:41.000000+00:00\"], \"session_ids\": [\"df7a6c5b-eba2-470a-b288-e11c08d55740\", \"598c7b5d-7a38-488f-90d4-b5705f1d1f19\", \"69d62ca9-7890-4041-a216-9a7faa5ccaae\", \"19f19abb-cdba-4b51-9d1f-82e70cd80d4e\"], \"total_duration\": 226.0, \"total_sessions\": 4, \"mean_week_duration\": 1.013}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"89920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-02 23:23:16.000000+00:00\", \"2022-04-21 17:20:14.000000+00:00\", \"2019-09-15 10:48:49.000000+00:00\", \"2021-02-19 21:04:53.000000+00:00\", \"2023-03-28 09:21:29.000000+00:00\", \"2022-03-01 14:25:46.000000+00:00\", \"2019-11-20 17:54:21.000000+00:00\", \"2022-10-18 08:32:08.000000+00:00\", \"2020-10-03 19:41:33.000000+00:00\", \"2023-04-24 01:21:59.000000+00:00\"], \"session_ids\": [\"59e1c445-231e-41a2-b044-d34e95189cdc\", \"73f4f3f1-ab57-4776-8df4-d642f44224ad\", \"951f51c2-ea92-48cd-b037-aca7599cce0a\", \"8539c8c4-fe60-41b3-9718-7771293a9914\", \"630f2653-c497-471a-a16b-88d3286e3bb9\", \"264e7aa3-a199-42a7-8ff9-327b28e754cc\", \"fd361020-b02d-41dd-a888-13f7221c66c3\", \"4b88be4a-1901-4156-868f-2e356c75a911\", \"0c02575b-409d-4382-b995-b1fa60e0efae\", \"22782d3e-fd09-4585-8c4f-d81786d9d6a9\"], \"total_duration\": 2429.0, \"total_sessions\": 10, \"mean_week_duration\": 12.92}}, {\"78684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-11 06:35:23.000000+00:00\", \"2022-10-01 12:29:17.000000+00:00\"], \"session_ids\": [\"0ac28649-a3a5-4b9a-9a84-4f2a7b8bfeb0\", \"4e57037a-1352-4a58-b8e7-10e13cd4bf71\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 19.87}}, {\"43519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-25 08:38:14.000000+00:00\", \"2023-04-21 10:58:25.000000+00:00\", \"2019-03-02 23:35:24.000000+00:00\", \"2019-01-14 00:47:41.000000+00:00\"], \"session_ids\": [\"df7a6c5b-eba2-470a-b288-e11c08d55740\", \"598c7b5d-7a38-488f-90d4-b5705f1d1f19\", \"69d62ca9-7890-4041-a216-9a7faa5ccaae\", \"19f19abb-cdba-4b51-9d1f-82e70cd80d4e\"], \"total_duration\": 226.0, \"total_sessions\": 4, \"mean_week_duration\": 1.013}}, {\"35451\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-11 00:46:22.000000+00:00\", \"2020-03-11 22:11:51.000000+00:00\", \"2022-07-13 15:19:37.000000+00:00\"], \"session_ids\": [\"592d53f8-a88a-48b4-9137-b61415a9b66c\", \"0181e035-0523-4065-a194-05de740ebca4\", \"e03344dd-9924-4854-bb6c-ad7eabc761b8\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.303}}, {\"62229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-21 13:22:05.000000+00:00\", \"2020-04-14 06:20:17.000000+00:00\"], \"session_ids\": [\"aadebc6a-04f7-43fd-9596-3e4d55dc18e9\", \"cd2f3f2d-2a5d-440a-8bf1-8b2e706068df\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.887}}, {\"79712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-18 04:03:09.000000+00:00\", \"2022-04-15 10:25:25.000000+00:00\"], \"session_ids\": [\"a93d9638-f703-401b-a7a1-7184333704d9\", \"05a77c46-70d3-4381-9ac4-fc5777518d64\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}, {\"50664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-02-18 16:46:47.000000+00:00\", \"2022-02-03 07:30:48.000000+00:00\"], \"session_ids\": [\"3a90f748-da7a-4d91-8a54-458e9ced8a1f\", \"c3be260b-53ee-4578-80c8-dbfa4663421b\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.745}}, {\"33966\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-02-21 11:20:43.000000+00:00\", \"2023-05-29 05:21:26.000000+00:00\"], \"session_ids\": [\"39a08872-5b1b-4a6f-b74b-65dd715f2b92\", \"2bded35e-c40b-4705-af54-de4e39a451cf\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 2.714}}, {\"96175\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-09-06 05:34:10.000000+00:00\", \"2020-05-11 16:02:01.000000+00:00\"], \"session_ids\": [\"eacf53f8-ccb8-428b-968b-11f09b50c284\", \"dbf73122-fa27-467a-9ff1-e274eca79767\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.833}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"89920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-02 23:23:16.000000+00:00\", \"2022-04-21 17:20:14.000000+00:00\", \"2019-09-15 10:48:49.000000+00:00\", \"2021-02-19 21:04:53.000000+00:00\", \"2023-03-28 09:21:29.000000+00:00\", \"2022-03-01 14:25:46.000000+00:00\", \"2019-11-20 17:54:21.000000+00:00\", \"2022-10-18 08:32:08.000000+00:00\", \"2020-10-03 19:41:33.000000+00:00\", \"2023-04-24 01:21:59.000000+00:00\"], \"session_ids\": [\"59e1c445-231e-41a2-b044-d34e95189cdc\", \"73f4f3f1-ab57-4776-8df4-d642f44224ad\", \"951f51c2-ea92-48cd-b037-aca7599cce0a\", \"8539c8c4-fe60-41b3-9718-7771293a9914\", \"630f2653-c497-471a-a16b-88d3286e3bb9\", \"264e7aa3-a199-42a7-8ff9-327b28e754cc\", \"fd361020-b02d-41dd-a888-13f7221c66c3\", \"4b88be4a-1901-4156-868f-2e356c75a911\", \"0c02575b-409d-4382-b995-b1fa60e0efae\", \"22782d3e-fd09-4585-8c4f-d81786d9d6a9\"], \"total_duration\": 2429.0, \"total_sessions\": 10, \"mean_week_duration\": 12.92}}, {\"78684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-11 06:35:23.000000+00:00\", \"2022-10-01 12:29:17.000000+00:00\"], \"session_ids\": [\"0ac28649-a3a5-4b9a-9a84-4f2a7b8bfeb0\", \"4e57037a-1352-4a58-b8e7-10e13cd4bf71\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 19.87}}, {\"43519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-25 08:38:14.000000+00:00\", \"2023-04-21 10:58:25.000000+00:00\", \"2019-03-02 23:35:24.000000+00:00\", \"2019-01-14 00:47:41.000000+00:00\"], \"session_ids\": [\"df7a6c5b-eba2-470a-b288-e11c08d55740\", \"598c7b5d-7a38-488f-90d4-b5705f1d1f19\", \"69d62ca9-7890-4041-a216-9a7faa5ccaae\", \"19f19abb-cdba-4b51-9d1f-82e70cd80d4e\"], \"total_duration\": 226.0, \"total_sessions\": 4, \"mean_week_duration\": 1.013}}, {\"35451\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-11 00:46:22.000000+00:00\", \"2020-03-11 22:11:51.000000+00:00\", \"2022-07-13 15:19:37.000000+00:00\"], \"session_ids\": [\"592d53f8-a88a-48b4-9137-b61415a9b66c\", \"0181e035-0523-4065-a194-05de740ebca4\", \"e03344dd-9924-4854-bb6c-ad7eabc761b8\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.303}}, {\"62229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-21 13:22:05.000000+00:00\", \"2020-04-14 06:20:17.000000+00:00\"], \"session_ids\": [\"aadebc6a-04f7-43fd-9596-3e4d55dc18e9\", \"cd2f3f2d-2a5d-440a-8bf1-8b2e706068df\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.887}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"89920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-02-02 23:23:16.000000+00:00\", \"2022-04-21 17:20:14.000000+00:00\", \"2019-09-15 10:48:49.000000+00:00\", \"2021-02-19 21:04:53.000000+00:00\", \"2023-03-28 09:21:29.000000+00:00\", \"2022-03-01 14:25:46.000000+00:00\", \"2019-11-20 17:54:21.000000+00:00\", \"2022-10-18 08:32:08.000000+00:00\", \"2020-10-03 19:41:33.000000+00:00\", \"2023-04-24 01:21:59.000000+00:00\"], \"session_ids\": [\"59e1c445-231e-41a2-b044-d34e95189cdc\", \"73f4f3f1-ab57-4776-8df4-d642f44224ad\", \"951f51c2-ea92-48cd-b037-aca7599cce0a\", \"8539c8c4-fe60-41b3-9718-7771293a9914\", \"630f2653-c497-471a-a16b-88d3286e3bb9\", \"264e7aa3-a199-42a7-8ff9-327b28e754cc\", \"fd361020-b02d-41dd-a888-13f7221c66c3\", \"4b88be4a-1901-4156-868f-2e356c75a911\", \"0c02575b-409d-4382-b995-b1fa60e0efae\", \"22782d3e-fd09-4585-8c4f-d81786d9d6a9\"], \"total_duration\": 2429.0, \"total_sessions\": 10, \"mean_week_duration\": 12.92}}, {\"78684\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-11 06:35:23.000000+00:00\", \"2022-10-01 12:29:17.000000+00:00\"], \"session_ids\": [\"0ac28649-a3a5-4b9a-9a84-4f2a7b8bfeb0\", \"4e57037a-1352-4a58-b8e7-10e13cd4bf71\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 19.87}}, {\"43519\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-04-25 08:38:14.000000+00:00\", \"2023-04-21 10:58:25.000000+00:00\", \"2019-03-02 23:35:24.000000+00:00\", \"2019-01-14 00:47:41.000000+00:00\"], \"session_ids\": [\"df7a6c5b-eba2-470a-b288-e11c08d55740\", \"598c7b5d-7a38-488f-90d4-b5705f1d1f19\", \"69d62ca9-7890-4041-a216-9a7faa5ccaae\", \"19f19abb-cdba-4b51-9d1f-82e70cd80d4e\"], \"total_duration\": 226.0, \"total_sessions\": 4, \"mean_week_duration\": 1.013}}, {\"35451\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-11 00:46:22.000000+00:00\", \"2020-03-11 22:11:51.000000+00:00\", \"2022-07-13 15:19:37.000000+00:00\"], \"session_ids\": [\"592d53f8-a88a-48b4-9137-b61415a9b66c\", \"0181e035-0523-4065-a194-05de740ebca4\", \"e03344dd-9924-4854-bb6c-ad7eabc761b8\"], \"total_duration\": 159.0, \"total_sessions\": 3, \"mean_week_duration\": 1.303}}, {\"62229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-06-21 13:22:05.000000+00:00\", \"2020-04-14 06:20:17.000000+00:00\"], \"session_ids\": [\"aadebc6a-04f7-43fd-9596-3e4d55dc18e9\", \"cd2f3f2d-2a5d-440a-8bf1-8b2e706068df\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.887}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 4 users who are the primary users in terms of quantity of sessions , and perform sorting by total_sessions form the lowest to the highest additionaly get rid of all entries, except 2."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-02-19 14:32:57.000000+00:00\", \"2021-04-07 01:34:59.000000+00:00\", \"2023-01-10 10:38:32.000000+00:00\", \"2019-09-26 14:41:14.000000+00:00\"], \"session_ids\": [\"e23724e3-ff47-4d3a-b32e-0825734806aa\", \"cbb7c5a5-2d42-4251-b3ef-2b79d53fad1b\", \"9cd2b5b8-8e23-4032-81e6-2786baea5b8b\", \"aeb16e7c-763c-4217-a9ea-4927fef9cd84\"], \"total_duration\": 686.0, \"total_sessions\": 4, \"mean_week_duration\": 3.854}, \"12177\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-30 00:54:50.000000+00:00\", \"2020-10-17 01:09:21.000000+00:00\"], \"session_ids\": [\"4fbafb79-0596-42a3-b046-b882e8bbf098\", \"3c95333f-19e5-4312-9c25-b3eba597432b\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 19.52}, \"52582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-17 14:24:40.000000+00:00\", \"2021-11-20 02:09:09.000000+00:00\", \"2021-12-29 09:11:19.000000+00:00\", \"2023-01-25 13:50:26.000000+00:00\", \"2021-04-24 03:12:40.000000+00:00\", \"2021-04-15 22:33:18.000000+00:00\"], \"session_ids\": [\"fbc92448-023e-4d0e-b44e-42afef7337d6\", \"7b5cddaf-5c8e-4961-a478-680fe6849aea\", \"6f384cf3-123b-4c36-9898-4b109bafe378\", \"2b9df3c4-b7fb-4b63-8e5b-0e4d7b72d7fa\", \"ef64e1bf-3675-4036-b8f4-2ab2c7c1853a\", \"8b1fff14-b31f-4360-966e-255dbef741c7\"], \"total_duration\": 58.0, \"total_sessions\": 6, \"mean_week_duration\": 0.315}, \"52784\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-06-30 19:53:30.000000+00:00\", \"2019-01-04 19:52:28.000000+00:00\"], \"session_ids\": [\"52ec649a-eb0a-4b27-9ec5-ab473d6634e9\", \"9e8643e2-986f-47c0-80a4-b9747954f2b9\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.132}, \"75399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-10-07 07:21:34.000000+00:00\", \"2020-08-30 04:38:09.000000+00:00\", \"2022-11-11 23:45:43.000000+00:00\", \"2020-08-01 14:40:05.000000+00:00\", \"2021-10-01 00:33:02.000000+00:00\"], \"session_ids\": [\"a6998a7e-92d5-4f72-9eaa-3ea3e6a44f59\", \"382a544f-622c-434d-a254-45a04b5aed85\", \"06847e0d-6667-41b2-bb2e-c218d536dfb2\", \"ec5fae2e-598c-448c-a25b-0415efde43d3\", \"51b074ef-07c4-452c-b3b3-3a30511da8ba\"], \"total_duration\": 192.0, \"total_sessions\": 5, \"mean_week_duration\": 1.613}, \"26093\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-04 12:55:30.000000+00:00\", \"2020-08-19 13:09:16.000000+00:00\", \"2022-10-26 11:40:56.000000+00:00\"], \"session_ids\": [\"8871e1c0-2fc8-44f1-a561-13847580f7be\", \"6ec32441-8fd4-43cc-9fc1-0dfe662fc377\", \"461ba3c8-e1da-402b-a9f8-daaeb801ce69\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 1.675}, \"94573\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-07-28 05:36:15.000000+00:00\", \"2020-04-05 16:56:21.000000+00:00\"], \"session_ids\": [\"53baced7-7322-408c-a3e2-2a4d328de6ca\", \"f42f2d9d-ad78-41a6-8271-4236222f71da\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 8.611}, \"40684\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-27 09:15:22.000000+00:00\", \"2021-02-06 18:45:06.000000+00:00\"], \"session_ids\": [\"906091ae-338e-49fe-b1dd-7b13b074d7ea\", \"d78275ce-ed2e-4f3f-a713-ea708482af99\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 2.037}, \"49687\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-12 19:23:45.000000+00:00\", \"2019-09-05 12:41:41.000000+00:00\", \"2019-06-26 11:39:36.000000+00:00\"], \"session_ids\": [\"7b53a13c-7f9b-4a49-9d21-78e90319ead6\", \"51103fde-6546-4523-9b35-d7b92f27e1db\", \"01dd2ef4-d05b-4a91-a583-5740cbdfcda3\"], \"total_duration\": 940.0, \"total_sessions\": 3, \"mean_week_duration\": 85.455}, \"83435\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-05-15 12:51:22.000000+00:00\", \"2019-03-07 00:12:06.000000+00:00\"], \"session_ids\": [\"2806dd8a-5b41-45bf-bc57-84f9d9cd215b\", \"d8f1fcd4-28ed-4319-92c6-2bb2b2d7735b\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 5.937}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 4 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 4}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-17 14:24:40.000000+00:00\", \"2021-11-20 02:09:09.000000+00:00\", \"2021-12-29 09:11:19.000000+00:00\", \"2023-01-25 13:50:26.000000+00:00\", \"2021-04-24 03:12:40.000000+00:00\", \"2021-04-15 22:33:18.000000+00:00\"], \"session_ids\": [\"fbc92448-023e-4d0e-b44e-42afef7337d6\", \"7b5cddaf-5c8e-4961-a478-680fe6849aea\", \"6f384cf3-123b-4c36-9898-4b109bafe378\", \"2b9df3c4-b7fb-4b63-8e5b-0e4d7b72d7fa\", \"ef64e1bf-3675-4036-b8f4-2ab2c7c1853a\", \"8b1fff14-b31f-4360-966e-255dbef741c7\"], \"total_duration\": 58.0, \"total_sessions\": 6, \"mean_week_duration\": 0.315}}, {\"75399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-10-07 07:21:34.000000+00:00\", \"2020-08-30 04:38:09.000000+00:00\", \"2022-11-11 23:45:43.000000+00:00\", \"2020-08-01 14:40:05.000000+00:00\", \"2021-10-01 00:33:02.000000+00:00\"], \"session_ids\": [\"a6998a7e-92d5-4f72-9eaa-3ea3e6a44f59\", \"382a544f-622c-434d-a254-45a04b5aed85\", \"06847e0d-6667-41b2-bb2e-c218d536dfb2\", \"ec5fae2e-598c-448c-a25b-0415efde43d3\", \"51b074ef-07c4-452c-b3b3-3a30511da8ba\"], \"total_duration\": 192.0, \"total_sessions\": 5, \"mean_week_duration\": 1.613}}, {\"29015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-02-19 14:32:57.000000+00:00\", \"2021-04-07 01:34:59.000000+00:00\", \"2023-01-10 10:38:32.000000+00:00\", \"2019-09-26 14:41:14.000000+00:00\"], \"session_ids\": [\"e23724e3-ff47-4d3a-b32e-0825734806aa\", \"cbb7c5a5-2d42-4251-b3ef-2b79d53fad1b\", \"9cd2b5b8-8e23-4032-81e6-2786baea5b8b\", \"aeb16e7c-763c-4217-a9ea-4927fef9cd84\"], \"total_duration\": 686.0, \"total_sessions\": 4, \"mean_week_duration\": 3.854}}, {\"26093\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-04 12:55:30.000000+00:00\", \"2020-08-19 13:09:16.000000+00:00\", \"2022-10-26 11:40:56.000000+00:00\"], \"session_ids\": [\"8871e1c0-2fc8-44f1-a561-13847580f7be\", \"6ec32441-8fd4-43cc-9fc1-0dfe662fc377\", \"461ba3c8-e1da-402b-a9f8-daaeb801ce69\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 1.675}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"26093\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-04 12:55:30.000000+00:00\", \"2020-08-19 13:09:16.000000+00:00\", \"2022-10-26 11:40:56.000000+00:00\"], \"session_ids\": [\"8871e1c0-2fc8-44f1-a561-13847580f7be\", \"6ec32441-8fd4-43cc-9fc1-0dfe662fc377\", \"461ba3c8-e1da-402b-a9f8-daaeb801ce69\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 1.675}}, {\"29015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-02-19 14:32:57.000000+00:00\", \"2021-04-07 01:34:59.000000+00:00\", \"2023-01-10 10:38:32.000000+00:00\", \"2019-09-26 14:41:14.000000+00:00\"], \"session_ids\": [\"e23724e3-ff47-4d3a-b32e-0825734806aa\", \"cbb7c5a5-2d42-4251-b3ef-2b79d53fad1b\", \"9cd2b5b8-8e23-4032-81e6-2786baea5b8b\", \"aeb16e7c-763c-4217-a9ea-4927fef9cd84\"], \"total_duration\": 686.0, \"total_sessions\": 4, \"mean_week_duration\": 3.854}}, {\"75399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-10-07 07:21:34.000000+00:00\", \"2020-08-30 04:38:09.000000+00:00\", \"2022-11-11 23:45:43.000000+00:00\", \"2020-08-01 14:40:05.000000+00:00\", \"2021-10-01 00:33:02.000000+00:00\"], \"session_ids\": [\"a6998a7e-92d5-4f72-9eaa-3ea3e6a44f59\", \"382a544f-622c-434d-a254-45a04b5aed85\", \"06847e0d-6667-41b2-bb2e-c218d536dfb2\", \"ec5fae2e-598c-448c-a25b-0415efde43d3\", \"51b074ef-07c4-452c-b3b3-3a30511da8ba\"], \"total_duration\": 192.0, \"total_sessions\": 5, \"mean_week_duration\": 1.613}}, {\"52582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-17 14:24:40.000000+00:00\", \"2021-11-20 02:09:09.000000+00:00\", \"2021-12-29 09:11:19.000000+00:00\", \"2023-01-25 13:50:26.000000+00:00\", \"2021-04-24 03:12:40.000000+00:00\", \"2021-04-15 22:33:18.000000+00:00\"], \"session_ids\": [\"fbc92448-023e-4d0e-b44e-42afef7337d6\", \"7b5cddaf-5c8e-4961-a478-680fe6849aea\", \"6f384cf3-123b-4c36-9898-4b109bafe378\", \"2b9df3c4-b7fb-4b63-8e5b-0e4d7b72d7fa\", \"ef64e1bf-3675-4036-b8f4-2ab2c7c1853a\", \"8b1fff14-b31f-4360-966e-255dbef741c7\"], \"total_duration\": 58.0, \"total_sessions\": 6, \"mean_week_duration\": 0.315}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"26093\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-04 12:55:30.000000+00:00\", \"2020-08-19 13:09:16.000000+00:00\", \"2022-10-26 11:40:56.000000+00:00\"], \"session_ids\": [\"8871e1c0-2fc8-44f1-a561-13847580f7be\", \"6ec32441-8fd4-43cc-9fc1-0dfe662fc377\", \"461ba3c8-e1da-402b-a9f8-daaeb801ce69\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 1.675}}, {\"29015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-02-19 14:32:57.000000+00:00\", \"2021-04-07 01:34:59.000000+00:00\", \"2023-01-10 10:38:32.000000+00:00\", \"2019-09-26 14:41:14.000000+00:00\"], \"session_ids\": [\"e23724e3-ff47-4d3a-b32e-0825734806aa\", \"cbb7c5a5-2d42-4251-b3ef-2b79d53fad1b\", \"9cd2b5b8-8e23-4032-81e6-2786baea5b8b\", \"aeb16e7c-763c-4217-a9ea-4927fef9cd84\"], \"total_duration\": 686.0, \"total_sessions\": 4, \"mean_week_duration\": 3.854}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"26093\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-04 12:55:30.000000+00:00\", \"2020-08-19 13:09:16.000000+00:00\", \"2022-10-26 11:40:56.000000+00:00\"], \"session_ids\": [\"8871e1c0-2fc8-44f1-a561-13847580f7be\", \"6ec32441-8fd4-43cc-9fc1-0dfe662fc377\", \"461ba3c8-e1da-402b-a9f8-daaeb801ce69\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 1.675}}, {\"29015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-02-19 14:32:57.000000+00:00\", \"2021-04-07 01:34:59.000000+00:00\", \"2023-01-10 10:38:32.000000+00:00\", \"2019-09-26 14:41:14.000000+00:00\"], \"session_ids\": [\"e23724e3-ff47-4d3a-b32e-0825734806aa\", \"cbb7c5a5-2d42-4251-b3ef-2b79d53fad1b\", \"9cd2b5b8-8e23-4032-81e6-2786baea5b8b\", \"aeb16e7c-763c-4217-a9ea-4927fef9cd84\"], \"total_duration\": 686.0, \"total_sessions\": 4, \"mean_week_duration\": 3.854}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 3 users who have average of total time spent in the app per week smaller than 13 + put to use sorting by total sessions in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31730\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-05 07:51:29.000000+00:00\", \"2020-10-01 04:22:37.000000+00:00\", \"2021-06-02 05:41:50.000000+00:00\"], \"session_ids\": [\"cf72b731-e0ed-40b7-bf50-a0f18bc01bee\", \"c91ec9c7-49fa-4750-b3b0-b96e9ca6c430\", \"60ebddd2-da3d-4a72-a348-b96dc0bbb8f9\"], \"total_duration\": 512.0, \"total_sessions\": 3, \"mean_week_duration\": 5.818}, \"39154\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-02-06 14:30:09.000000+00:00\", \"2019-01-08 23:18:02.000000+00:00\"], \"session_ids\": [\"d9b01257-1dc6-47ef-8659-77b80153c317\", \"408b606e-950f-4dc7-ae56-5fc4a278b33f\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 47.5}, \"95842\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-10-03 02:50:22.000000+00:00\", \"2023-06-18 02:20:55.000000+00:00\", \"2019-09-11 07:48:35.000000+00:00\", \"2020-01-10 03:54:46.000000+00:00\", \"2019-03-27 13:02:58.000000+00:00\", \"2020-12-03 11:46:41.000000+00:00\"], \"session_ids\": [\"161bd088-d9c1-4c54-812c-73016e493ec5\", \"cbbe2738-2b5c-4338-a186-4657f3b062b6\", \"9dfa269d-3af2-4f2f-905d-a597707920ad\", \"92e02553-7754-40c1-ab75-fdca919e7088\", \"c9a34aed-b30a-4d28-86bb-c53ee71720c7\", \"2ae3c514-99fd-4eb6-b579-40a8f733af7f\"], \"total_duration\": 300.0, \"total_sessions\": 6, \"mean_week_duration\": 1.357}, \"57507\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-27 10:27:49.000000+00:00\", \"2021-08-03 18:48:05.000000+00:00\"], \"session_ids\": [\"aee44f69-307b-4362-93f7-7c6f09af3945\", \"4aa5d7b5-b4cd-405e-b83a-27a786b2237b\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 299.0}, \"68294\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-22 03:04:53.000000+00:00\", \"2023-03-16 07:33:34.000000+00:00\", \"2019-07-11 10:36:57.000000+00:00\", \"2022-12-20 04:18:44.000000+00:00\"], \"session_ids\": [\"c8617b69-6a9b-4a96-9b03-6ca1a0ccf4b4\", \"8a8cd883-ba06-4c26-9c48-103f8346b842\", \"b3058ccb-60d3-4e51-9aba-1e3f4c1bffb4\", \"48ca91c7-d810-4ce2-94f5-50789a5d8154\"], \"total_duration\": 959.0, \"total_sessions\": 4, \"mean_week_duration\": 4.995}, \"95046\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-08-05 08:54:03.000000+00:00\", \"2020-07-01 11:36:03.000000+00:00\"], \"session_ids\": [\"4268c5d2-d267-4eae-9f5b-9dbce6c060c1\", \"2589a437-bdc5-4757-9aad-ae8fba960bca\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 22.2}, \"97570\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-04-30 22:45:56.000000+00:00\", \"2019-03-07 11:21:05.000000+00:00\"], \"session_ids\": [\"0019fb02-0498-4bf1-8c64-195d7ababd8a\", \"f4d38e3a-c8ae-47c4-887e-62259c6d3d55\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.767}, \"12405\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-15 22:21:27.000000+00:00\", \"2019-11-03 09:00:34.000000+00:00\", \"2020-03-01 23:44:27.000000+00:00\"], \"session_ids\": [\"1fdab05f-d512-46bf-bfa6-692dcb10e22c\", \"95e71499-52a8-4869-8fb1-56523ead4fa9\", \"5c3fcb40-8816-4074-8040-dd5935716e01\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.4}, \"41662\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-18 11:05:51.000000+00:00\", \"2020-05-05 13:17:14.000000+00:00\"], \"session_ids\": [\"bac80153-3298-434a-9bfe-9688db21ace9\", \"a2b5909b-829d-4823-9d6f-3ab8d78297ab\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 2.828}, \"58294\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-01 11:03:25.000000+00:00\", \"2020-12-05 06:26:59.000000+00:00\"], \"session_ids\": [\"6cffedc3-64c6-4bc8-aaac-64c7be2f2270\", \"dcd0591b-f20e-4823-934f-f5ff8905e013\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 13"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31730\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-05 07:51:29.000000+00:00\", \"2020-10-01 04:22:37.000000+00:00\", \"2021-06-02 05:41:50.000000+00:00\"], \"session_ids\": [\"cf72b731-e0ed-40b7-bf50-a0f18bc01bee\", \"c91ec9c7-49fa-4750-b3b0-b96e9ca6c430\", \"60ebddd2-da3d-4a72-a348-b96dc0bbb8f9\"], \"total_duration\": 512.0, \"total_sessions\": 3, \"mean_week_duration\": 5.818}, \"95842\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-10-03 02:50:22.000000+00:00\", \"2023-06-18 02:20:55.000000+00:00\", \"2019-09-11 07:48:35.000000+00:00\", \"2020-01-10 03:54:46.000000+00:00\", \"2019-03-27 13:02:58.000000+00:00\", \"2020-12-03 11:46:41.000000+00:00\"], \"session_ids\": [\"161bd088-d9c1-4c54-812c-73016e493ec5\", \"cbbe2738-2b5c-4338-a186-4657f3b062b6\", \"9dfa269d-3af2-4f2f-905d-a597707920ad\", \"92e02553-7754-40c1-ab75-fdca919e7088\", \"c9a34aed-b30a-4d28-86bb-c53ee71720c7\", \"2ae3c514-99fd-4eb6-b579-40a8f733af7f\"], \"total_duration\": 300.0, \"total_sessions\": 6, \"mean_week_duration\": 1.357}, \"68294\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-22 03:04:53.000000+00:00\", \"2023-03-16 07:33:34.000000+00:00\", \"2019-07-11 10:36:57.000000+00:00\", \"2022-12-20 04:18:44.000000+00:00\"], \"session_ids\": [\"c8617b69-6a9b-4a96-9b03-6ca1a0ccf4b4\", \"8a8cd883-ba06-4c26-9c48-103f8346b842\", \"b3058ccb-60d3-4e51-9aba-1e3f4c1bffb4\", \"48ca91c7-d810-4ce2-94f5-50789a5d8154\"], \"total_duration\": 959.0, \"total_sessions\": 4, \"mean_week_duration\": 4.995}, \"97570\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-04-30 22:45:56.000000+00:00\", \"2019-03-07 11:21:05.000000+00:00\"], \"session_ids\": [\"0019fb02-0498-4bf1-8c64-195d7ababd8a\", \"f4d38e3a-c8ae-47c4-887e-62259c6d3d55\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.767}, \"12405\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-15 22:21:27.000000+00:00\", \"2019-11-03 09:00:34.000000+00:00\", \"2020-03-01 23:44:27.000000+00:00\"], \"session_ids\": [\"1fdab05f-d512-46bf-bfa6-692dcb10e22c\", \"95e71499-52a8-4869-8fb1-56523ead4fa9\", \"5c3fcb40-8816-4074-8040-dd5935716e01\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.4}, \"41662\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-18 11:05:51.000000+00:00\", \"2020-05-05 13:17:14.000000+00:00\"], \"session_ids\": [\"bac80153-3298-434a-9bfe-9688db21ace9\", \"a2b5909b-829d-4823-9d6f-3ab8d78297ab\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 2.828}, \"58294\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-01 11:03:25.000000+00:00\", \"2020-12-05 06:26:59.000000+00:00\"], \"session_ids\": [\"6cffedc3-64c6-4bc8-aaac-64c7be2f2270\", \"dcd0591b-f20e-4823-934f-f5ff8905e013\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95842\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-10-03 02:50:22.000000+00:00\", \"2023-06-18 02:20:55.000000+00:00\", \"2019-09-11 07:48:35.000000+00:00\", \"2020-01-10 03:54:46.000000+00:00\", \"2019-03-27 13:02:58.000000+00:00\", \"2020-12-03 11:46:41.000000+00:00\"], \"session_ids\": [\"161bd088-d9c1-4c54-812c-73016e493ec5\", \"cbbe2738-2b5c-4338-a186-4657f3b062b6\", \"9dfa269d-3af2-4f2f-905d-a597707920ad\", \"92e02553-7754-40c1-ab75-fdca919e7088\", \"c9a34aed-b30a-4d28-86bb-c53ee71720c7\", \"2ae3c514-99fd-4eb6-b579-40a8f733af7f\"], \"total_duration\": 300.0, \"total_sessions\": 6, \"mean_week_duration\": 1.357}}, {\"68294\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-22 03:04:53.000000+00:00\", \"2023-03-16 07:33:34.000000+00:00\", \"2019-07-11 10:36:57.000000+00:00\", \"2022-12-20 04:18:44.000000+00:00\"], \"session_ids\": [\"c8617b69-6a9b-4a96-9b03-6ca1a0ccf4b4\", \"8a8cd883-ba06-4c26-9c48-103f8346b842\", \"b3058ccb-60d3-4e51-9aba-1e3f4c1bffb4\", \"48ca91c7-d810-4ce2-94f5-50789a5d8154\"], \"total_duration\": 959.0, \"total_sessions\": 4, \"mean_week_duration\": 4.995}}, {\"31730\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-05 07:51:29.000000+00:00\", \"2020-10-01 04:22:37.000000+00:00\", \"2021-06-02 05:41:50.000000+00:00\"], \"session_ids\": [\"cf72b731-e0ed-40b7-bf50-a0f18bc01bee\", \"c91ec9c7-49fa-4750-b3b0-b96e9ca6c430\", \"60ebddd2-da3d-4a72-a348-b96dc0bbb8f9\"], \"total_duration\": 512.0, \"total_sessions\": 3, \"mean_week_duration\": 5.818}}, {\"12405\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-06-15 22:21:27.000000+00:00\", \"2019-11-03 09:00:34.000000+00:00\", \"2020-03-01 23:44:27.000000+00:00\"], \"session_ids\": [\"1fdab05f-d512-46bf-bfa6-692dcb10e22c\", \"95e71499-52a8-4869-8fb1-56523ead4fa9\", \"5c3fcb40-8816-4074-8040-dd5935716e01\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.4}}, {\"97570\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-04-30 22:45:56.000000+00:00\", \"2019-03-07 11:21:05.000000+00:00\"], \"session_ids\": [\"0019fb02-0498-4bf1-8c64-195d7ababd8a\", \"f4d38e3a-c8ae-47c4-887e-62259c6d3d55\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.767}}, {\"41662\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-18 11:05:51.000000+00:00\", \"2020-05-05 13:17:14.000000+00:00\"], \"session_ids\": [\"bac80153-3298-434a-9bfe-9688db21ace9\", \"a2b5909b-829d-4823-9d6f-3ab8d78297ab\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 2.828}}, {\"58294\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-01 11:03:25.000000+00:00\", \"2020-12-05 06:26:59.000000+00:00\"], \"session_ids\": [\"6cffedc3-64c6-4bc8-aaac-64c7be2f2270\", \"dcd0591b-f20e-4823-934f-f5ff8905e013\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95842\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-10-03 02:50:22.000000+00:00\", \"2023-06-18 02:20:55.000000+00:00\", \"2019-09-11 07:48:35.000000+00:00\", \"2020-01-10 03:54:46.000000+00:00\", \"2019-03-27 13:02:58.000000+00:00\", \"2020-12-03 11:46:41.000000+00:00\"], \"session_ids\": [\"161bd088-d9c1-4c54-812c-73016e493ec5\", \"cbbe2738-2b5c-4338-a186-4657f3b062b6\", \"9dfa269d-3af2-4f2f-905d-a597707920ad\", \"92e02553-7754-40c1-ab75-fdca919e7088\", \"c9a34aed-b30a-4d28-86bb-c53ee71720c7\", \"2ae3c514-99fd-4eb6-b579-40a8f733af7f\"], \"total_duration\": 300.0, \"total_sessions\": 6, \"mean_week_duration\": 1.357}}, {\"68294\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-22 03:04:53.000000+00:00\", \"2023-03-16 07:33:34.000000+00:00\", \"2019-07-11 10:36:57.000000+00:00\", \"2022-12-20 04:18:44.000000+00:00\"], \"session_ids\": [\"c8617b69-6a9b-4a96-9b03-6ca1a0ccf4b4\", \"8a8cd883-ba06-4c26-9c48-103f8346b842\", \"b3058ccb-60d3-4e51-9aba-1e3f4c1bffb4\", \"48ca91c7-d810-4ce2-94f5-50789a5d8154\"], \"total_duration\": 959.0, \"total_sessions\": 4, \"mean_week_duration\": 4.995}}, {\"31730\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-05 07:51:29.000000+00:00\", \"2020-10-01 04:22:37.000000+00:00\", \"2021-06-02 05:41:50.000000+00:00\"], \"session_ids\": [\"cf72b731-e0ed-40b7-bf50-a0f18bc01bee\", \"c91ec9c7-49fa-4750-b3b0-b96e9ca6c430\", \"60ebddd2-da3d-4a72-a348-b96dc0bbb8f9\"], \"total_duration\": 512.0, \"total_sessions\": 3, \"mean_week_duration\": 5.818}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95842\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-10-03 02:50:22.000000+00:00\", \"2023-06-18 02:20:55.000000+00:00\", \"2019-09-11 07:48:35.000000+00:00\", \"2020-01-10 03:54:46.000000+00:00\", \"2019-03-27 13:02:58.000000+00:00\", \"2020-12-03 11:46:41.000000+00:00\"], \"session_ids\": [\"161bd088-d9c1-4c54-812c-73016e493ec5\", \"cbbe2738-2b5c-4338-a186-4657f3b062b6\", \"9dfa269d-3af2-4f2f-905d-a597707920ad\", \"92e02553-7754-40c1-ab75-fdca919e7088\", \"c9a34aed-b30a-4d28-86bb-c53ee71720c7\", \"2ae3c514-99fd-4eb6-b579-40a8f733af7f\"], \"total_duration\": 300.0, \"total_sessions\": 6, \"mean_week_duration\": 1.357}}, {\"68294\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-22 03:04:53.000000+00:00\", \"2023-03-16 07:33:34.000000+00:00\", \"2019-07-11 10:36:57.000000+00:00\", \"2022-12-20 04:18:44.000000+00:00\"], \"session_ids\": [\"c8617b69-6a9b-4a96-9b03-6ca1a0ccf4b4\", \"8a8cd883-ba06-4c26-9c48-103f8346b842\", \"b3058ccb-60d3-4e51-9aba-1e3f4c1bffb4\", \"48ca91c7-d810-4ce2-94f5-50789a5d8154\"], \"total_duration\": 959.0, \"total_sessions\": 4, \"mean_week_duration\": 4.995}}, {\"31730\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-05 07:51:29.000000+00:00\", \"2020-10-01 04:22:37.000000+00:00\", \"2021-06-02 05:41:50.000000+00:00\"], \"session_ids\": [\"cf72b731-e0ed-40b7-bf50-a0f18bc01bee\", \"c91ec9c7-49fa-4750-b3b0-b96e9ca6c430\", \"60ebddd2-da3d-4a72-a348-b96dc0bbb8f9\"], \"total_duration\": 512.0, \"total_sessions\": 3, \"mean_week_duration\": 5.818}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me user information whose total_sessions is strictly greater than 2 and less than 9 additionaly carry out sorting by mean week duration in desc , moreover provide me only with 3 pieces of data."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81874\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-11 18:40:32.000000+00:00\", \"2021-09-03 04:12:10.000000+00:00\"], \"session_ids\": [\"f83e5e8a-f979-4fe7-b57e-ca17a68f6938\", \"c91b3bf0-b4d6-40b2-a089-f5f78adb8fe5\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 3.806}, \"1983\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-29 20:21:59.000000+00:00\", \"2019-01-12 09:31:01.000000+00:00\"], \"session_ids\": [\"6944f2ba-24f7-4231-8471-9083a2475fbe\", \"0ea11066-8b7f-48f9-b97b-1d38552c908c\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.289}, \"67199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-15 08:37:37.000000+00:00\", \"2021-05-13 06:15:28.000000+00:00\", \"2020-02-17 16:37:05.000000+00:00\", \"2022-04-22 08:23:49.000000+00:00\", \"2022-04-17 15:34:38.000000+00:00\", \"2022-01-15 08:35:07.000000+00:00\"], \"session_ids\": [\"7191156e-7d87-49a7-b2f0-aa27fd98e569\", \"730539b0-8c18-40e6-95e6-f9949d37b278\", \"3cf86184-08a4-42a9-9d2c-dba985473435\", \"8098f428-8648-4bc0-9bef-61fe0a292c53\", \"d1159227-4783-4a45-8719-81642b8bdf30\", \"be76524f-648f-4eb5-8c93-f0e853b2ab57\"], \"total_duration\": 2793.0, \"total_sessions\": 6, \"mean_week_duration\": 23.872}, \"8855\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-11 13:49:26.000000+00:00\", \"2023-05-19 23:40:06.000000+00:00\"], \"session_ids\": [\"7868a151-5135-42f6-8b7d-71f3c10d642f\", \"1b74d0a9-2d1c-4f73-bbab-f3e7dae1a8ad\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 3.978}, \"42955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-01-17 14:59:16.000000+00:00\", \"2021-08-05 18:09:35.000000+00:00\", \"2021-12-03 11:03:10.000000+00:00\"], \"session_ids\": [\"e83fb686-57c3-4b26-b9c3-5a59eeacb609\", \"d793d420-c1eb-4d23-adbb-1de8a6be2866\", \"26eb797f-b388-44b0-aaf2-3207c85755cb\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 0.893}, \"84347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 8}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-27 11:45:36.000000+00:00\", \"2021-02-11 08:28:19.000000+00:00\", \"2021-04-24 18:51:12.000000+00:00\", \"2020-09-13 12:39:58.000000+00:00\", \"2020-01-04 15:36:33.000000+00:00\", \"2021-12-10 16:27:55.000000+00:00\"], \"session_ids\": [\"22078b16-dd70-43d4-8f12-a5b3066dec08\", \"5064c223-6ab8-4a19-a04e-31ee59d44e97\", \"22e38de6-ea5f-4720-bae6-2239af627855\", \"9c2979e7-bd98-43b2-9ded-899bdf08d91e\", \"1743f3d2-b4a1-46cd-b9ed-28c8f16a93db\", \"95e31374-ce45-4ab4-b20d-7d68017045e2\"], \"total_duration\": 191.0, \"total_sessions\": 6, \"mean_week_duration\": 1.345}, \"47877\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-02-05 20:06:44.000000+00:00\", \"2021-04-01 07:53:43.000000+00:00\"], \"session_ids\": [\"12dd17fc-f750-4498-8e06-7bdc1e146a53\", \"859fcb7f-8b9a-4fcb-b25e-b24b73801de3\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"43629\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-01 04:37:44.000000+00:00\", \"2019-03-25 22:49:00.000000+00:00\", \"2021-08-30 05:19:37.000000+00:00\"], \"session_ids\": [\"910c826d-6797-46ec-b430-b5df35421f48\", \"f63d7ee6-9940-4889-8f70-e00ab94df899\", \"9e1a114f-87b2-403c-a14e-ea7de7407b2b\"], \"total_duration\": 1069.0, \"total_sessions\": 3, \"mean_week_duration\": 6.251}, \"4708\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-31 11:38:28.000000+00:00\", \"2021-02-25 20:21:57.000000+00:00\"], \"session_ids\": [\"8d02c299-37f5-4b62-869d-1f0312e254fc\", \"c0c9f2bd-1600-4fd2-be96-ed2112794f96\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 4.462}, \"90414\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-01-08 13:34:01.000000+00:00\", \"2019-09-17 22:45:25.000000+00:00\", \"2020-11-26 18:19:07.000000+00:00\", \"2023-05-12 02:28:56.000000+00:00\", \"2019-04-19 17:33:10.000000+00:00\", \"2019-05-04 00:52:19.000000+00:00\", \"2020-07-17 14:13:06.000000+00:00\", \"2020-12-01 00:46:41.000000+00:00\"], \"session_ids\": [\"9f30fc8a-bdef-409d-b5d5-aa8adf712037\", \"1c6f0e62-508d-4a98-b0b9-0edd2da537b0\", \"43c92895-8b1e-4845-b2fa-33724a92cd55\", \"6b1ea9e2-b0c8-495e-9fb2-3c2d27e72d75\", \"8c126406-d8c1-4fe8-b6f8-221bb4e6bd1b\", \"0367c626-9234-4009-bfae-35ccf7ebaed7\", \"471bd519-fad3-4d34-a452-ac33fd296b1c\", \"21028357-006b-4289-be6e-ca42f75bba70\"], \"total_duration\": 106.0, \"total_sessions\": 8, \"mean_week_duration\": 0.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 2 and are equal or less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-15 08:37:37.000000+00:00\", \"2021-05-13 06:15:28.000000+00:00\", \"2020-02-17 16:37:05.000000+00:00\", \"2022-04-22 08:23:49.000000+00:00\", \"2022-04-17 15:34:38.000000+00:00\", \"2022-01-15 08:35:07.000000+00:00\"], \"session_ids\": [\"7191156e-7d87-49a7-b2f0-aa27fd98e569\", \"730539b0-8c18-40e6-95e6-f9949d37b278\", \"3cf86184-08a4-42a9-9d2c-dba985473435\", \"8098f428-8648-4bc0-9bef-61fe0a292c53\", \"d1159227-4783-4a45-8719-81642b8bdf30\", \"be76524f-648f-4eb5-8c93-f0e853b2ab57\"], \"total_duration\": 2793.0, \"total_sessions\": 6, \"mean_week_duration\": 23.872}, \"42955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-01-17 14:59:16.000000+00:00\", \"2021-08-05 18:09:35.000000+00:00\", \"2021-12-03 11:03:10.000000+00:00\"], \"session_ids\": [\"e83fb686-57c3-4b26-b9c3-5a59eeacb609\", \"d793d420-c1eb-4d23-adbb-1de8a6be2866\", \"26eb797f-b388-44b0-aaf2-3207c85755cb\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 0.893}, \"84347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 8}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-27 11:45:36.000000+00:00\", \"2021-02-11 08:28:19.000000+00:00\", \"2021-04-24 18:51:12.000000+00:00\", \"2020-09-13 12:39:58.000000+00:00\", \"2020-01-04 15:36:33.000000+00:00\", \"2021-12-10 16:27:55.000000+00:00\"], \"session_ids\": [\"22078b16-dd70-43d4-8f12-a5b3066dec08\", \"5064c223-6ab8-4a19-a04e-31ee59d44e97\", \"22e38de6-ea5f-4720-bae6-2239af627855\", \"9c2979e7-bd98-43b2-9ded-899bdf08d91e\", \"1743f3d2-b4a1-46cd-b9ed-28c8f16a93db\", \"95e31374-ce45-4ab4-b20d-7d68017045e2\"], \"total_duration\": 191.0, \"total_sessions\": 6, \"mean_week_duration\": 1.345}, \"43629\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-01 04:37:44.000000+00:00\", \"2019-03-25 22:49:00.000000+00:00\", \"2021-08-30 05:19:37.000000+00:00\"], \"session_ids\": [\"910c826d-6797-46ec-b430-b5df35421f48\", \"f63d7ee6-9940-4889-8f70-e00ab94df899\", \"9e1a114f-87b2-403c-a14e-ea7de7407b2b\"], \"total_duration\": 1069.0, \"total_sessions\": 3, \"mean_week_duration\": 6.251}, \"90414\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-01-08 13:34:01.000000+00:00\", \"2019-09-17 22:45:25.000000+00:00\", \"2020-11-26 18:19:07.000000+00:00\", \"2023-05-12 02:28:56.000000+00:00\", \"2019-04-19 17:33:10.000000+00:00\", \"2019-05-04 00:52:19.000000+00:00\", \"2020-07-17 14:13:06.000000+00:00\", \"2020-12-01 00:46:41.000000+00:00\"], \"session_ids\": [\"9f30fc8a-bdef-409d-b5d5-aa8adf712037\", \"1c6f0e62-508d-4a98-b0b9-0edd2da537b0\", \"43c92895-8b1e-4845-b2fa-33724a92cd55\", \"6b1ea9e2-b0c8-495e-9fb2-3c2d27e72d75\", \"8c126406-d8c1-4fe8-b6f8-221bb4e6bd1b\", \"0367c626-9234-4009-bfae-35ccf7ebaed7\", \"471bd519-fad3-4d34-a452-ac33fd296b1c\", \"21028357-006b-4289-be6e-ca42f75bba70\"], \"total_duration\": 106.0, \"total_sessions\": 8, \"mean_week_duration\": 0.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-15 08:37:37.000000+00:00\", \"2021-05-13 06:15:28.000000+00:00\", \"2020-02-17 16:37:05.000000+00:00\", \"2022-04-22 08:23:49.000000+00:00\", \"2022-04-17 15:34:38.000000+00:00\", \"2022-01-15 08:35:07.000000+00:00\"], \"session_ids\": [\"7191156e-7d87-49a7-b2f0-aa27fd98e569\", \"730539b0-8c18-40e6-95e6-f9949d37b278\", \"3cf86184-08a4-42a9-9d2c-dba985473435\", \"8098f428-8648-4bc0-9bef-61fe0a292c53\", \"d1159227-4783-4a45-8719-81642b8bdf30\", \"be76524f-648f-4eb5-8c93-f0e853b2ab57\"], \"total_duration\": 2793.0, \"total_sessions\": 6, \"mean_week_duration\": 23.872}}, {\"43629\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-01 04:37:44.000000+00:00\", \"2019-03-25 22:49:00.000000+00:00\", \"2021-08-30 05:19:37.000000+00:00\"], \"session_ids\": [\"910c826d-6797-46ec-b430-b5df35421f48\", \"f63d7ee6-9940-4889-8f70-e00ab94df899\", \"9e1a114f-87b2-403c-a14e-ea7de7407b2b\"], \"total_duration\": 1069.0, \"total_sessions\": 3, \"mean_week_duration\": 6.251}}, {\"84347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 8}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-27 11:45:36.000000+00:00\", \"2021-02-11 08:28:19.000000+00:00\", \"2021-04-24 18:51:12.000000+00:00\", \"2020-09-13 12:39:58.000000+00:00\", \"2020-01-04 15:36:33.000000+00:00\", \"2021-12-10 16:27:55.000000+00:00\"], \"session_ids\": [\"22078b16-dd70-43d4-8f12-a5b3066dec08\", \"5064c223-6ab8-4a19-a04e-31ee59d44e97\", \"22e38de6-ea5f-4720-bae6-2239af627855\", \"9c2979e7-bd98-43b2-9ded-899bdf08d91e\", \"1743f3d2-b4a1-46cd-b9ed-28c8f16a93db\", \"95e31374-ce45-4ab4-b20d-7d68017045e2\"], \"total_duration\": 191.0, \"total_sessions\": 6, \"mean_week_duration\": 1.345}}, {\"42955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-01-17 14:59:16.000000+00:00\", \"2021-08-05 18:09:35.000000+00:00\", \"2021-12-03 11:03:10.000000+00:00\"], \"session_ids\": [\"e83fb686-57c3-4b26-b9c3-5a59eeacb609\", \"d793d420-c1eb-4d23-adbb-1de8a6be2866\", \"26eb797f-b388-44b0-aaf2-3207c85755cb\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 0.893}}, {\"90414\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-01-08 13:34:01.000000+00:00\", \"2019-09-17 22:45:25.000000+00:00\", \"2020-11-26 18:19:07.000000+00:00\", \"2023-05-12 02:28:56.000000+00:00\", \"2019-04-19 17:33:10.000000+00:00\", \"2019-05-04 00:52:19.000000+00:00\", \"2020-07-17 14:13:06.000000+00:00\", \"2020-12-01 00:46:41.000000+00:00\"], \"session_ids\": [\"9f30fc8a-bdef-409d-b5d5-aa8adf712037\", \"1c6f0e62-508d-4a98-b0b9-0edd2da537b0\", \"43c92895-8b1e-4845-b2fa-33724a92cd55\", \"6b1ea9e2-b0c8-495e-9fb2-3c2d27e72d75\", \"8c126406-d8c1-4fe8-b6f8-221bb4e6bd1b\", \"0367c626-9234-4009-bfae-35ccf7ebaed7\", \"471bd519-fad3-4d34-a452-ac33fd296b1c\", \"21028357-006b-4289-be6e-ca42f75bba70\"], \"total_duration\": 106.0, \"total_sessions\": 8, \"mean_week_duration\": 0.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-15 08:37:37.000000+00:00\", \"2021-05-13 06:15:28.000000+00:00\", \"2020-02-17 16:37:05.000000+00:00\", \"2022-04-22 08:23:49.000000+00:00\", \"2022-04-17 15:34:38.000000+00:00\", \"2022-01-15 08:35:07.000000+00:00\"], \"session_ids\": [\"7191156e-7d87-49a7-b2f0-aa27fd98e569\", \"730539b0-8c18-40e6-95e6-f9949d37b278\", \"3cf86184-08a4-42a9-9d2c-dba985473435\", \"8098f428-8648-4bc0-9bef-61fe0a292c53\", \"d1159227-4783-4a45-8719-81642b8bdf30\", \"be76524f-648f-4eb5-8c93-f0e853b2ab57\"], \"total_duration\": 2793.0, \"total_sessions\": 6, \"mean_week_duration\": 23.872}}, {\"43629\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-01 04:37:44.000000+00:00\", \"2019-03-25 22:49:00.000000+00:00\", \"2021-08-30 05:19:37.000000+00:00\"], \"session_ids\": [\"910c826d-6797-46ec-b430-b5df35421f48\", \"f63d7ee6-9940-4889-8f70-e00ab94df899\", \"9e1a114f-87b2-403c-a14e-ea7de7407b2b\"], \"total_duration\": 1069.0, \"total_sessions\": 3, \"mean_week_duration\": 6.251}}, {\"84347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 8}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-27 11:45:36.000000+00:00\", \"2021-02-11 08:28:19.000000+00:00\", \"2021-04-24 18:51:12.000000+00:00\", \"2020-09-13 12:39:58.000000+00:00\", \"2020-01-04 15:36:33.000000+00:00\", \"2021-12-10 16:27:55.000000+00:00\"], \"session_ids\": [\"22078b16-dd70-43d4-8f12-a5b3066dec08\", \"5064c223-6ab8-4a19-a04e-31ee59d44e97\", \"22e38de6-ea5f-4720-bae6-2239af627855\", \"9c2979e7-bd98-43b2-9ded-899bdf08d91e\", \"1743f3d2-b4a1-46cd-b9ed-28c8f16a93db\", \"95e31374-ce45-4ab4-b20d-7d68017045e2\"], \"total_duration\": 191.0, \"total_sessions\": 6, \"mean_week_duration\": 1.345}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67199\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-15 08:37:37.000000+00:00\", \"2021-05-13 06:15:28.000000+00:00\", \"2020-02-17 16:37:05.000000+00:00\", \"2022-04-22 08:23:49.000000+00:00\", \"2022-04-17 15:34:38.000000+00:00\", \"2022-01-15 08:35:07.000000+00:00\"], \"session_ids\": [\"7191156e-7d87-49a7-b2f0-aa27fd98e569\", \"730539b0-8c18-40e6-95e6-f9949d37b278\", \"3cf86184-08a4-42a9-9d2c-dba985473435\", \"8098f428-8648-4bc0-9bef-61fe0a292c53\", \"d1159227-4783-4a45-8719-81642b8bdf30\", \"be76524f-648f-4eb5-8c93-f0e853b2ab57\"], \"total_duration\": 2793.0, \"total_sessions\": 6, \"mean_week_duration\": 23.872}}, {\"43629\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-01 04:37:44.000000+00:00\", \"2019-03-25 22:49:00.000000+00:00\", \"2021-08-30 05:19:37.000000+00:00\"], \"session_ids\": [\"910c826d-6797-46ec-b430-b5df35421f48\", \"f63d7ee6-9940-4889-8f70-e00ab94df899\", \"9e1a114f-87b2-403c-a14e-ea7de7407b2b\"], \"total_duration\": 1069.0, \"total_sessions\": 3, \"mean_week_duration\": 6.251}}, {\"84347\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 8}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-27 11:45:36.000000+00:00\", \"2021-02-11 08:28:19.000000+00:00\", \"2021-04-24 18:51:12.000000+00:00\", \"2020-09-13 12:39:58.000000+00:00\", \"2020-01-04 15:36:33.000000+00:00\", \"2021-12-10 16:27:55.000000+00:00\"], \"session_ids\": [\"22078b16-dd70-43d4-8f12-a5b3066dec08\", \"5064c223-6ab8-4a19-a04e-31ee59d44e97\", \"22e38de6-ea5f-4720-bae6-2239af627855\", \"9c2979e7-bd98-43b2-9ded-899bdf08d91e\", \"1743f3d2-b4a1-46cd-b9ed-28c8f16a93db\", \"95e31374-ce45-4ab4-b20d-7d68017045e2\"], \"total_duration\": 191.0, \"total_sessions\": 6, \"mean_week_duration\": 1.345}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 8 users who have site usage time strictly greater than 3055 and less than 1379 also execute sorting by total time using the app in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93814\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-14 10:50:11.000000+00:00\", \"2020-11-01 07:32:58.000000+00:00\"], \"session_ids\": [\"d1282557-08bb-468b-882d-db63b8429d3e\", \"a1a04c4a-44ec-4e2c-beef-0b717634c25f\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 30.714}, \"21850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-01-01 16:53:49.000000+00:00\", \"2022-02-14 16:11:43.000000+00:00\", \"2021-12-31 11:14:02.000000+00:00\"], \"session_ids\": [\"5ea2f8c1-0510-4e2d-b437-fadae09c71d9\", \"cd6b6431-5350-4746-b745-1127bd399fa0\", \"c63360dd-a749-40e0-83f0-df0ee00ea9eb\"], \"total_duration\": 419.0, \"total_sessions\": 3, \"mean_week_duration\": 7.102}, \"77109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-03 06:14:33.000000+00:00\", \"2020-09-18 06:49:22.000000+00:00\", \"2023-04-30 19:45:51.000000+00:00\", \"2019-08-05 19:34:46.000000+00:00\"], \"session_ids\": [\"8072882e-18b1-4f4a-ab24-b66285455b7f\", \"918bcfbc-776e-42f5-9fc1-527a7c66fb17\", \"c65c576d-152f-478f-83f4-cd059a1da955\", \"0174e652-a37a-48b8-927a-2944ae358269\"], \"total_duration\": 1084.0, \"total_sessions\": 4, \"mean_week_duration\": 5.559}, \"21811\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-08-27 23:07:00.000000+00:00\", \"2021-03-14 00:59:14.000000+00:00\"], \"session_ids\": [\"b8850aaa-7169-48c4-ac28-c31eaf82c8ab\", \"437ed9aa-e96e-4096-9b94-063196d4ed84\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.172}, \"75324\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-23 20:55:37.000000+00:00\", \"2022-04-17 19:01:58.000000+00:00\"], \"session_ids\": [\"f08e794b-a5fd-4722-9165-0049ca1e03ea\", \"dccc947d-1238-46e6-b427-67739edfa7b4\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"30536\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-09-19 22:06:32.000000+00:00\", \"2021-09-25 02:59:30.000000+00:00\", \"2022-06-17 09:39:23.000000+00:00\"], \"session_ids\": [\"4db3cf1d-52f4-4289-8d28-27b76c49c5a0\", \"d9bb640c-e4dd-42da-8b31-1e2626d2d369\", \"47a1af0e-ac01-48b9-bb19-ea07f08dd804\"], \"total_duration\": 516.0, \"total_sessions\": 3, \"mean_week_duration\": 9.923}, \"92039\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-09 19:06:40.000000+00:00\", \"2020-10-23 05:40:19.000000+00:00\", \"2021-10-14 10:45:55.000000+00:00\", \"2021-09-09 06:40:51.000000+00:00\"], \"session_ids\": [\"5813a01c-8761-4273-a4a2-83f96cd417e3\", \"0d9208ea-aed1-4b96-a826-69bfc5dd3995\", \"76355af7-6b14-466f-aaaf-d77ed91d994a\", \"572913ee-8a55-4da1-a87b-d1fc45e0b451\"], \"total_duration\": 710.0, \"total_sessions\": 4, \"mean_week_duration\": 6.762}, \"14438\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-08 08:33:50.000000+00:00\", \"2021-04-01 10:21:56.000000+00:00\"], \"session_ids\": [\"7202045f-f314-44cf-9d6e-158b23639151\", \"0ce4d1bb-bba6-42c9-b8c9-c6054810ac53\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.885}, \"73533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-08-25 10:37:27.000000+00:00\", \"2022-04-16 09:26:58.000000+00:00\", \"2019-05-05 04:11:36.000000+00:00\"], \"session_ids\": [\"eede7102-e950-4c46-a56f-3b760f687ef7\", \"477955cc-c556-4a70-8e21-d94616c3c995\", \"35089fd3-c084-4ad3-8e0c-c5a5e22ea71a\"], \"total_duration\": 143.0, \"total_sessions\": 3, \"mean_week_duration\": 0.929}, \"85320\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-03-24 17:13:16.000000+00:00\", \"2023-03-30 14:43:55.000000+00:00\", \"2022-07-15 06:19:18.000000+00:00\"], \"session_ids\": [\"182c0eae-96cd-410d-b7b9-5ed56498ae09\", \"96e58f8c-6c3a-44f2-947d-4351f2c25619\", \"2ffeda2f-4265-416a-a325-e26504073982\"], \"total_duration\": 33.0, \"total_sessions\": 3, \"mean_week_duration\": 0.209}}\n```\n"
}
] |
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