conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify 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": "Inform me regarding users whose total sessions is bigger than 3 also perform sorting by overall duration of sessions per week descending."
}
] |
[
{
"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{\"37590\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-08-25 20:29:16.000000+00:00\", \"2019-03-09 21:20:35.000000+00:00\"], \"session_ids\": [\"3b3d0726-c844-467f-81d8-289975e4c8b9\", \"2459c998-dbd6-4e8e-9e4d-a901d60bf6b0\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.163}, \"63687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-05-16 08:03:16.000000+00:00\", \"2022-05-01 03:17:19.000000+00:00\", \"2023-02-18 18:18:23.000000+00:00\"], \"session_ids\": [\"f8a8786e-001f-43d2-a19c-2d753b7b8555\", \"e7b8fe70-d8b9-4f7c-a590-a2d5cc320472\", \"4dd0732f-fd60-44a1-b323-e2cdf5fd92b4\"], \"total_duration\": 210.0, \"total_sessions\": 3, \"mean_week_duration\": 3.818}, \"59630\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-19 17:26:54.000000+00:00\", \"2020-04-30 09:52:30.000000+00:00\", \"2019-10-08 01:47:24.000000+00:00\", \"2020-06-20 21:00:54.000000+00:00\"], \"session_ids\": [\"0bdc727e-1da9-4e4d-b58e-a2afd1390946\", \"3902c219-f3e8-4c34-8819-f1c47179970c\", \"b7853192-2099-43b2-a6bc-709ee486da9c\", \"10b32b0c-c3e2-4017-9da7-20a30293499d\"], \"total_duration\": 930.0, \"total_sessions\": 4, \"mean_week_duration\": 25.135}, \"5602\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-23 23:28:47.000000+00:00\", \"2019-10-16 12:09:43.000000+00:00\"], \"session_ids\": [\"32c010c7-78a2-4076-8ec8-2e390b8c8a42\", \"bff043e6-c770-4a48-9c02-81adc01fdac5\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 103.0}, \"26547\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-20 23:43:06.000000+00:00\", \"2019-06-26 00:00:15.000000+00:00\"], \"session_ids\": [\"1b339c1b-1e42-4056-b2f2-879fe229623d\", \"f928db3f-1acc-41d2-80cd-971853a0e681\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.605}, \"1102\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-15 20:51:56.000000+00:00\", \"2023-01-14 09:42:11.000000+00:00\"], \"session_ids\": [\"15f1864c-eefa-4b5d-a43a-a40281eea54b\", \"a05e05d4-f128-4512-80bd-2ef72db7890f\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 11.077}, \"31778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-07 23:49:03.000000+00:00\", \"2020-03-06 03:31:27.000000+00:00\", \"2022-01-19 22:44:53.000000+00:00\", \"2022-03-25 22:30:34.000000+00:00\"], \"session_ids\": [\"b8a3235b-ca14-45c0-99bf-fac43c78c4f8\", \"56f97dbd-1fa1-4860-88e6-f09ddf3c251c\", \"1423c064-5bf2-4450-98f5-e336746d754a\", \"a910aaf7-c09e-4064-aec2-bdae55f2dad3\"], \"total_duration\": 1423.0, \"total_sessions\": 4, \"mean_week_duration\": 10.863}, \"67925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-22 13:53:42.000000+00:00\", \"2019-11-03 13:01:43.000000+00:00\", \"2020-06-14 10:28:41.000000+00:00\", \"2019-04-21 00:02:14.000000+00:00\", \"2019-11-14 16:17:39.000000+00:00\", \"2019-10-21 18:12:25.000000+00:00\"], \"session_ids\": [\"bc2da73b-8355-4068-9165-9e99ecc0fbab\", \"b42c48bc-8450-4fd4-bed0-fc0d0c4ccacb\", \"48bd82e3-c16b-4928-910e-c100e6a7b152\", \"739b0bbe-90d4-4b6b-ba81-2e49bf8755ef\", \"bde0fd16-af28-443c-b521-a67f1cd488e3\", \"92a044e3-25b2-4596-914e-eaa4c51f66c5\"], \"total_duration\": 3772.0, \"total_sessions\": 6, \"mean_week_duration\": 20.064}, \"37316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-07-20 14:12:23.000000+00:00\", \"2019-10-03 08:02:02.000000+00:00\", \"2021-12-17 07:36:02.000000+00:00\", \"2021-10-31 22:45:55.000000+00:00\", \"2021-05-29 21:55:42.000000+00:00\", \"2022-09-30 19:15:35.000000+00:00\", \"2023-01-25 15:00:20.000000+00:00\", \"2021-07-16 20:16:14.000000+00:00\", \"2022-12-26 18:00:23.000000+00:00\"], \"session_ids\": [\"47f0f0d2-24ea-4e5e-b8ee-b0d3f35fc9e7\", \"f1653be0-67b4-45ac-8c2d-ac32dc1226d7\", \"7fb093f3-eeb7-400f-9867-14ced5c9f77a\", \"90dc13a6-f3ac-4f72-8d45-928b7fa4af20\", \"ee3d3bc0-17ff-44de-90ea-f98024b2eb53\", \"9ffa9a0c-5aa4-492c-87ee-ff90f365c891\", \"7201896f-08e2-4dbd-a2e5-5a3f5237eae6\", \"9b66f41d-d9a1-4e68-abb0-805955b28076\", \"3790fa2e-058a-4890-9770-76ce44b1d66e\"], \"total_duration\": 10440.0, \"total_sessions\": 9, \"mean_week_duration\": 60.347}, \"68867\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-08-07 11:05:26.000000+00:00\", \"2019-11-15 18:33:54.000000+00:00\"], \"session_ids\": [\"1c877b94-b72f-4414-b5f8-0d5a2b695475\", \"d75ad5cf-9d15-4c55-9841-4724ed6b9c6c\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 6.395}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-05-16 08:03:16.000000+00:00\", \"2022-05-01 03:17:19.000000+00:00\", \"2023-02-18 18:18:23.000000+00:00\"], \"session_ids\": [\"f8a8786e-001f-43d2-a19c-2d753b7b8555\", \"e7b8fe70-d8b9-4f7c-a590-a2d5cc320472\", \"4dd0732f-fd60-44a1-b323-e2cdf5fd92b4\"], \"total_duration\": 210.0, \"total_sessions\": 3, \"mean_week_duration\": 3.818}, \"59630\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-19 17:26:54.000000+00:00\", \"2020-04-30 09:52:30.000000+00:00\", \"2019-10-08 01:47:24.000000+00:00\", \"2020-06-20 21:00:54.000000+00:00\"], \"session_ids\": [\"0bdc727e-1da9-4e4d-b58e-a2afd1390946\", \"3902c219-f3e8-4c34-8819-f1c47179970c\", \"b7853192-2099-43b2-a6bc-709ee486da9c\", \"10b32b0c-c3e2-4017-9da7-20a30293499d\"], \"total_duration\": 930.0, \"total_sessions\": 4, \"mean_week_duration\": 25.135}, \"31778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-07 23:49:03.000000+00:00\", \"2020-03-06 03:31:27.000000+00:00\", \"2022-01-19 22:44:53.000000+00:00\", \"2022-03-25 22:30:34.000000+00:00\"], \"session_ids\": [\"b8a3235b-ca14-45c0-99bf-fac43c78c4f8\", \"56f97dbd-1fa1-4860-88e6-f09ddf3c251c\", \"1423c064-5bf2-4450-98f5-e336746d754a\", \"a910aaf7-c09e-4064-aec2-bdae55f2dad3\"], \"total_duration\": 1423.0, \"total_sessions\": 4, \"mean_week_duration\": 10.863}, \"67925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-22 13:53:42.000000+00:00\", \"2019-11-03 13:01:43.000000+00:00\", \"2020-06-14 10:28:41.000000+00:00\", \"2019-04-21 00:02:14.000000+00:00\", \"2019-11-14 16:17:39.000000+00:00\", \"2019-10-21 18:12:25.000000+00:00\"], \"session_ids\": [\"bc2da73b-8355-4068-9165-9e99ecc0fbab\", \"b42c48bc-8450-4fd4-bed0-fc0d0c4ccacb\", \"48bd82e3-c16b-4928-910e-c100e6a7b152\", \"739b0bbe-90d4-4b6b-ba81-2e49bf8755ef\", \"bde0fd16-af28-443c-b521-a67f1cd488e3\", \"92a044e3-25b2-4596-914e-eaa4c51f66c5\"], \"total_duration\": 3772.0, \"total_sessions\": 6, \"mean_week_duration\": 20.064}, \"37316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-07-20 14:12:23.000000+00:00\", \"2019-10-03 08:02:02.000000+00:00\", \"2021-12-17 07:36:02.000000+00:00\", \"2021-10-31 22:45:55.000000+00:00\", \"2021-05-29 21:55:42.000000+00:00\", \"2022-09-30 19:15:35.000000+00:00\", \"2023-01-25 15:00:20.000000+00:00\", \"2021-07-16 20:16:14.000000+00:00\", \"2022-12-26 18:00:23.000000+00:00\"], \"session_ids\": [\"47f0f0d2-24ea-4e5e-b8ee-b0d3f35fc9e7\", \"f1653be0-67b4-45ac-8c2d-ac32dc1226d7\", \"7fb093f3-eeb7-400f-9867-14ced5c9f77a\", \"90dc13a6-f3ac-4f72-8d45-928b7fa4af20\", \"ee3d3bc0-17ff-44de-90ea-f98024b2eb53\", \"9ffa9a0c-5aa4-492c-87ee-ff90f365c891\", \"7201896f-08e2-4dbd-a2e5-5a3f5237eae6\", \"9b66f41d-d9a1-4e68-abb0-805955b28076\", \"3790fa2e-058a-4890-9770-76ce44b1d66e\"], \"total_duration\": 10440.0, \"total_sessions\": 9, \"mean_week_duration\": 60.347}}\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[{\"37316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-07-20 14:12:23.000000+00:00\", \"2019-10-03 08:02:02.000000+00:00\", \"2021-12-17 07:36:02.000000+00:00\", \"2021-10-31 22:45:55.000000+00:00\", \"2021-05-29 21:55:42.000000+00:00\", \"2022-09-30 19:15:35.000000+00:00\", \"2023-01-25 15:00:20.000000+00:00\", \"2021-07-16 20:16:14.000000+00:00\", \"2022-12-26 18:00:23.000000+00:00\"], \"session_ids\": [\"47f0f0d2-24ea-4e5e-b8ee-b0d3f35fc9e7\", \"f1653be0-67b4-45ac-8c2d-ac32dc1226d7\", \"7fb093f3-eeb7-400f-9867-14ced5c9f77a\", \"90dc13a6-f3ac-4f72-8d45-928b7fa4af20\", \"ee3d3bc0-17ff-44de-90ea-f98024b2eb53\", \"9ffa9a0c-5aa4-492c-87ee-ff90f365c891\", \"7201896f-08e2-4dbd-a2e5-5a3f5237eae6\", \"9b66f41d-d9a1-4e68-abb0-805955b28076\", \"3790fa2e-058a-4890-9770-76ce44b1d66e\"], \"total_duration\": 10440.0, \"total_sessions\": 9, \"mean_week_duration\": 60.347}}, {\"59630\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-19 17:26:54.000000+00:00\", \"2020-04-30 09:52:30.000000+00:00\", \"2019-10-08 01:47:24.000000+00:00\", \"2020-06-20 21:00:54.000000+00:00\"], \"session_ids\": [\"0bdc727e-1da9-4e4d-b58e-a2afd1390946\", \"3902c219-f3e8-4c34-8819-f1c47179970c\", \"b7853192-2099-43b2-a6bc-709ee486da9c\", \"10b32b0c-c3e2-4017-9da7-20a30293499d\"], \"total_duration\": 930.0, \"total_sessions\": 4, \"mean_week_duration\": 25.135}}, {\"67925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-22 13:53:42.000000+00:00\", \"2019-11-03 13:01:43.000000+00:00\", \"2020-06-14 10:28:41.000000+00:00\", \"2019-04-21 00:02:14.000000+00:00\", \"2019-11-14 16:17:39.000000+00:00\", \"2019-10-21 18:12:25.000000+00:00\"], \"session_ids\": [\"bc2da73b-8355-4068-9165-9e99ecc0fbab\", \"b42c48bc-8450-4fd4-bed0-fc0d0c4ccacb\", \"48bd82e3-c16b-4928-910e-c100e6a7b152\", \"739b0bbe-90d4-4b6b-ba81-2e49bf8755ef\", \"bde0fd16-af28-443c-b521-a67f1cd488e3\", \"92a044e3-25b2-4596-914e-eaa4c51f66c5\"], \"total_duration\": 3772.0, \"total_sessions\": 6, \"mean_week_duration\": 20.064}}, {\"31778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-07 23:49:03.000000+00:00\", \"2020-03-06 03:31:27.000000+00:00\", \"2022-01-19 22:44:53.000000+00:00\", \"2022-03-25 22:30:34.000000+00:00\"], \"session_ids\": [\"b8a3235b-ca14-45c0-99bf-fac43c78c4f8\", \"56f97dbd-1fa1-4860-88e6-f09ddf3c251c\", \"1423c064-5bf2-4450-98f5-e336746d754a\", \"a910aaf7-c09e-4064-aec2-bdae55f2dad3\"], \"total_duration\": 1423.0, \"total_sessions\": 4, \"mean_week_duration\": 10.863}}, {\"63687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-05-16 08:03:16.000000+00:00\", \"2022-05-01 03:17:19.000000+00:00\", \"2023-02-18 18:18:23.000000+00:00\"], \"session_ids\": [\"f8a8786e-001f-43d2-a19c-2d753b7b8555\", \"e7b8fe70-d8b9-4f7c-a590-a2d5cc320472\", \"4dd0732f-fd60-44a1-b323-e2cdf5fd92b4\"], \"total_duration\": 210.0, \"total_sessions\": 3, \"mean_week_duration\": 3.818}}]\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[{\"37316\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-07-20 14:12:23.000000+00:00\", \"2019-10-03 08:02:02.000000+00:00\", \"2021-12-17 07:36:02.000000+00:00\", \"2021-10-31 22:45:55.000000+00:00\", \"2021-05-29 21:55:42.000000+00:00\", \"2022-09-30 19:15:35.000000+00:00\", \"2023-01-25 15:00:20.000000+00:00\", \"2021-07-16 20:16:14.000000+00:00\", \"2022-12-26 18:00:23.000000+00:00\"], \"session_ids\": [\"47f0f0d2-24ea-4e5e-b8ee-b0d3f35fc9e7\", \"f1653be0-67b4-45ac-8c2d-ac32dc1226d7\", \"7fb093f3-eeb7-400f-9867-14ced5c9f77a\", \"90dc13a6-f3ac-4f72-8d45-928b7fa4af20\", \"ee3d3bc0-17ff-44de-90ea-f98024b2eb53\", \"9ffa9a0c-5aa4-492c-87ee-ff90f365c891\", \"7201896f-08e2-4dbd-a2e5-5a3f5237eae6\", \"9b66f41d-d9a1-4e68-abb0-805955b28076\", \"3790fa2e-058a-4890-9770-76ce44b1d66e\"], \"total_duration\": 10440.0, \"total_sessions\": 9, \"mean_week_duration\": 60.347}}, {\"59630\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-03-19 17:26:54.000000+00:00\", \"2020-04-30 09:52:30.000000+00:00\", \"2019-10-08 01:47:24.000000+00:00\", \"2020-06-20 21:00:54.000000+00:00\"], \"session_ids\": [\"0bdc727e-1da9-4e4d-b58e-a2afd1390946\", \"3902c219-f3e8-4c34-8819-f1c47179970c\", \"b7853192-2099-43b2-a6bc-709ee486da9c\", \"10b32b0c-c3e2-4017-9da7-20a30293499d\"], \"total_duration\": 930.0, \"total_sessions\": 4, \"mean_week_duration\": 25.135}}, {\"67925\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-22 13:53:42.000000+00:00\", \"2019-11-03 13:01:43.000000+00:00\", \"2020-06-14 10:28:41.000000+00:00\", \"2019-04-21 00:02:14.000000+00:00\", \"2019-11-14 16:17:39.000000+00:00\", \"2019-10-21 18:12:25.000000+00:00\"], \"session_ids\": [\"bc2da73b-8355-4068-9165-9e99ecc0fbab\", \"b42c48bc-8450-4fd4-bed0-fc0d0c4ccacb\", \"48bd82e3-c16b-4928-910e-c100e6a7b152\", \"739b0bbe-90d4-4b6b-ba81-2e49bf8755ef\", \"bde0fd16-af28-443c-b521-a67f1cd488e3\", \"92a044e3-25b2-4596-914e-eaa4c51f66c5\"], \"total_duration\": 3772.0, \"total_sessions\": 6, \"mean_week_duration\": 20.064}}, {\"31778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-09-07 23:49:03.000000+00:00\", \"2020-03-06 03:31:27.000000+00:00\", \"2022-01-19 22:44:53.000000+00:00\", \"2022-03-25 22:30:34.000000+00:00\"], \"session_ids\": [\"b8a3235b-ca14-45c0-99bf-fac43c78c4f8\", \"56f97dbd-1fa1-4860-88e6-f09ddf3c251c\", \"1423c064-5bf2-4450-98f5-e336746d754a\", \"a910aaf7-c09e-4064-aec2-bdae55f2dad3\"], \"total_duration\": 1423.0, \"total_sessions\": 4, \"mean_week_duration\": 10.863}}, {\"63687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-05-16 08:03:16.000000+00:00\", \"2022-05-01 03:17:19.000000+00:00\", \"2023-02-18 18:18:23.000000+00:00\"], \"session_ids\": [\"f8a8786e-001f-43d2-a19c-2d753b7b8555\", \"e7b8fe70-d8b9-4f7c-a590-a2d5cc320472\", \"4dd0732f-fd60-44a1-b323-e2cdf5fd92b4\"], \"total_duration\": 210.0, \"total_sessions\": 3, \"mean_week_duration\": 3.818}}]\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": "I want to know about 6 users with a duration of sessions per week that is higher than 9 and lower than 32, exclusive 9 inclusive 32 also do sorting by name of the city 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{\"57920\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-22 23:49:46.000000+00:00\", \"2022-11-27 15:51:32.000000+00:00\"], \"session_ids\": [\"ec59ba11-e6da-4b05-a9af-ee14a2ed5fb7\", \"26496a0c-9419-4ca1-baa5-17505c520575\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 1.353}, \"78421\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-22 06:39:14.000000+00:00\", \"2023-03-14 08:07:19.000000+00:00\", \"2021-09-28 11:56:42.000000+00:00\"], \"session_ids\": [\"197098f0-68d9-4e54-b63e-1ad35804c5f8\", \"680bb25b-e86e-4443-b251-42821bfa5812\", \"c61e1b63-2b41-4770-bbe0-0da4f83ae048\"], \"total_duration\": 483.0, \"total_sessions\": 3, \"mean_week_duration\": 6.273}, \"13829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-06-15 10:50:15.000000+00:00\", \"2022-01-24 01:03:55.000000+00:00\"], \"session_ids\": [\"626498a2-fc98-4059-a37e-4399f7ae5462\", \"d1774aa9-29d2-46aa-90f1-29c984ab6e63\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 1.466}, \"3053\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-10-15 12:48:41.000000+00:00\", \"2023-06-14 03:57:14.000000+00:00\", \"2021-11-30 11:59:30.000000+00:00\"], \"session_ids\": [\"a1b6dee0-ff5a-4c11-85a7-41edb338775c\", \"c91680c3-1951-494e-ac47-65a12d587f28\", \"32b276df-0f91-4f11-a090-d572f94b87c5\"], \"total_duration\": 900.0, \"total_sessions\": 3, \"mean_week_duration\": 6.475}, \"24509\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-08-15 20:22:24.000000+00:00\", \"2022-03-16 03:15:53.000000+00:00\"], \"session_ids\": [\"f11b4ca6-5508-4401-a9d9-2057ab80ea15\", \"a000e2ff-f667-445d-998d-ee0258b141ba\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 1.773}, \"28439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-17 23:33:02.000000+00:00\", \"2020-06-21 15:51:06.000000+00:00\"], \"session_ids\": [\"82b87542-beed-471a-af10-bb2d65b2bbc4\", \"9fa68f0b-f3c1-4de1-ad10-c6c873f866f0\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 5.857}, \"51405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-08 19:54:46.000000+00:00\", \"2020-05-18 06:02:54.000000+00:00\"], \"session_ids\": [\"1834b95c-feca-46b9-a190-c6e311b8b1c4\", \"1f5929e6-776d-4b01-b603-d3f45023c616\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.238}, \"10026\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-26 04:36:22.000000+00:00\", \"2022-04-14 19:34:28.000000+00:00\"], \"session_ids\": [\"76f4cdb9-961c-4cba-9456-ef5e58925003\", \"f48fd76d-5b40-4fcf-b4ab-0c96b8680215\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 4.034}, \"90647\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-03 00:44:18.000000+00:00\", \"2022-01-01 16:46:00.000000+00:00\", \"2019-09-07 13:19:56.000000+00:00\"], \"session_ids\": [\"a374d641-ae9c-4c60-a869-fe04075894fe\", \"f71603b5-bf66-429b-b700-67e4bc77d6e9\", \"8a8b3ec9-e5e3-4022-aba1-ce21de3fe330\"], \"total_duration\": 103.0, \"total_sessions\": 3, \"mean_week_duration\": 0.792}, \"79543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-03 02:24:15.000000+00:00\", \"2023-03-17 14:24:40.000000+00:00\"], \"session_ids\": [\"2e375d67-66c0-4703-a976-712ccca47c1b\", \"146e2cd9-d340-43d0-a10c-ea4de00c8f74\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 0.547}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 9 and are equal or less than 32"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 32]]}}}\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'm interested in learning about 4 users with a all sessions quantity that is above 8 and below 2, exclusively 2 , and do sorting by overall quantity of sessions form the highest to the lowest and in addition display only 3 entries."
}
] |
[
{
"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{\"16471\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-11-18 12:59:19.000000+00:00\", \"2020-04-22 16:39:21.000000+00:00\"], \"session_ids\": [\"5022a3ca-ac69-4053-a0a5-4943af96851c\", \"0d246bb1-7988-4111-a24b-cad39ed188a3\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 1.9}, \"30617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-06 22:07:54.000000+00:00\", \"2022-08-19 00:32:11.000000+00:00\", \"2023-06-17 11:40:54.000000+00:00\"], \"session_ids\": [\"caf36f50-143d-4e1d-9d87-06bc2855aea6\", \"ac7a7e29-1b2b-44f0-9d88-362ee5c2db51\", \"c3680289-2891-45cb-a77f-a6b354eebfdb\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.422}, \"91934\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-29 09:24:26.000000+00:00\", \"2021-04-23 06:50:28.000000+00:00\"], \"session_ids\": [\"916cf604-216a-4b08-bbff-79455109ae25\", \"dbbe2276-52c3-4377-a722-ec9a59fc491e\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.197}, \"65498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-10 13:20:59.000000+00:00\", \"2023-06-21 04:50:10.000000+00:00\"], \"session_ids\": [\"0bc33ce8-4db8-4757-b5fa-b474e0a1b0d7\", \"bcb86d95-5fd6-41c0-b1f2-ec2f4e3b11a8\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 3.42}, \"95091\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-25 21:07:02.000000+00:00\", \"2021-09-21 15:24:33.000000+00:00\"], \"session_ids\": [\"dffba618-3851-4dbd-a503-74dd4133169f\", \"70c823e6-d170-4124-98f4-81809e63cc2e\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 7.773}, \"90765\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-08-25 07:27:44.000000+00:00\", \"2019-03-23 16:36:05.000000+00:00\"], \"session_ids\": [\"6d68b15e-41e2-4637-af0f-dd554c5d2d35\", \"1e06d91d-ae22-440c-ab3c-3f6e46e3da65\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.331}, \"66026\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-03-31 21:40:15.000000+00:00\", \"2021-04-22 22:43:56.000000+00:00\"], \"session_ids\": [\"d819dd2e-44e8-4a85-9e63-a3307844e4e7\", \"b901928b-10c3-4df1-9f22-d3321df73c04\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 2.732}, \"65182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-12-06 19:16:02.000000+00:00\", \"2021-03-27 12:05:43.000000+00:00\", \"2021-09-19 11:45:35.000000+00:00\"], \"session_ids\": [\"d2bca53e-c4ba-4468-9da7-7f1236ce0282\", \"02748900-79a1-45ef-91c0-039372869ca1\", \"2a2eac96-2b16-4295-812e-8c0f35492b7c\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.888}, \"66520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-11-20 19:05:32.000000+00:00\", \"2023-02-06 05:02:11.000000+00:00\"], \"session_ids\": [\"b0235371-c491-486a-affa-fa848603680e\", \"2510a96e-8fae-4dbf-ad6d-cd0ab9c91e84\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 4.844}, \"26787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-14 01:36:14.000000+00:00\", \"2020-08-07 09:54:36.000000+00:00\", \"2019-04-13 10:35:49.000000+00:00\", \"2022-09-26 01:58:04.000000+00:00\"], \"session_ids\": [\"be05458e-6795-4570-8f64-38dd89ee283d\", \"6485c1ac-b3f9-4e83-8072-6a9489755730\", \"7616fcbc-6cfe-4469-a070-c7570df97d51\", \"c7a73f52-15ef-4398-aca8-4b85f2b0183d\"], \"total_duration\": 247.0, \"total_sessions\": 4, \"mean_week_duration\": 1.35}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 2 and are equal or greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[2, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish 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": "Could you tell me about 2 users whose sessions summation is < than 4 inclusive as well as put to use sorting by duration of sessions per week form the highest to the lowest."
}
] |
[
{
"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{\"11941\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-07-11 00:05:56.000000+00:00\", \"2021-05-19 17:49:29.000000+00:00\"], \"session_ids\": [\"827ea71f-3ac6-4b08-b3e5-2be46fd1f48e\", \"fdf8485d-4857-462f-a082-211f9508b5d6\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.113}, \"64438\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-02-04 13:10:54.000000+00:00\", \"2019-08-23 22:06:17.000000+00:00\", \"2021-11-28 09:36:00.000000+00:00\", \"2020-04-28 22:21:30.000000+00:00\", \"2022-02-04 08:56:17.000000+00:00\"], \"session_ids\": [\"d3f339fc-43c5-4851-843e-cbb9272aa8b0\", \"d5b68854-5da0-4519-b66e-9eaa60d50788\", \"5584b3fc-cb93-4d10-8f4e-b845d4482764\", \"ebd6715e-ca73-4307-84dd-171688670b4e\", \"0f4b34d6-150f-49bf-b255-ab92be4fa33e\"], \"total_duration\": 202.0, \"total_sessions\": 5, \"mean_week_duration\": 1.578}, \"93639\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-20 02:09:47.000000+00:00\", \"2021-07-24 04:18:04.000000+00:00\", \"2020-04-22 17:07:48.000000+00:00\", \"2021-04-27 09:07:14.000000+00:00\", \"2021-10-12 10:13:57.000000+00:00\"], \"session_ids\": [\"bfad0c4f-5f5a-4cd5-b070-a184adabd7f3\", \"1f9e9d54-9cee-4c4e-bb0c-61af8dfd3b97\", \"04cfab43-2360-48da-94dc-0bee04ab4b17\", \"f6ccdceb-9e10-42cf-91b8-768da7fb2b4e\", \"ccd8080f-75c6-4281-95d9-41c0a72908b3\"], \"total_duration\": 1760.0, \"total_sessions\": 5, \"mean_week_duration\": 22.857}, \"25608\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-04-20 19:28:49.000000+00:00\", \"2019-08-30 22:34:55.000000+00:00\", \"2019-09-04 06:05:37.000000+00:00\", \"2020-08-05 19:46:26.000000+00:00\", \"2019-02-25 23:44:20.000000+00:00\", \"2019-07-01 09:19:08.000000+00:00\"], \"session_ids\": [\"33a1294e-6107-45e0-acba-da70f636a575\", \"b8708b40-9d1e-4ba1-9cf0-2b664c56eb4a\", \"810fe36e-c86b-4e20-b715-d7f39ee512f2\", \"0bdcce6b-2813-4cc0-a8e2-4bbaf8f8a13c\", \"d36bcfb7-1319-47bb-b59e-4d105f5a5c63\", \"9fea618b-d8f1-4b22-a6c0-f2890b8f2cd8\"], \"total_duration\": 4479.0, \"total_sessions\": 6, \"mean_week_duration\": 58.934}, \"63756\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-06-24 01:12:17.000000+00:00\", \"2021-08-19 11:31:44.000000+00:00\", \"2020-02-08 02:49:18.000000+00:00\"], \"session_ids\": [\"7a76fb6e-406c-4017-b299-9b21dc8d8c30\", \"81609330-5bee-441a-8775-09e4c62e1fc4\", \"1507bf75-9e93-48ca-a13c-c0913f3e3649\"], \"total_duration\": 403.0, \"total_sessions\": 3, \"mean_week_duration\": 5.037}, \"35492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-08 23:20:58.000000+00:00\", \"2021-08-16 01:14:05.000000+00:00\", \"2021-02-11 00:17:13.000000+00:00\"], \"session_ids\": [\"82879dd7-b44d-4864-8d54-c0b5d521fc15\", \"11afc1ab-40e0-46b3-bbc9-bc0b1214f8ed\", \"83941ddf-5b96-4bf9-b7a2-921f71d04804\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 7.351}, \"14121\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-22 12:46:35.000000+00:00\", \"2020-04-18 14:15:26.000000+00:00\"], \"session_ids\": [\"d874a080-bd38-4259-aef0-04e583598ac5\", \"ac1291be-40d2-4c99-bb89-6fe3e533fd88\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 107.5}, \"99918\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-05-19 14:02:31.000000+00:00\", \"2022-09-11 20:17:53.000000+00:00\"], \"session_ids\": [\"f28f3774-3d08-4faf-9821-86e4204704e3\", \"1bf76120-97a4-429e-8415-b474248ba543\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.217}, \"60525\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-17 06:35:39.000000+00:00\", \"2021-06-11 02:52:04.000000+00:00\"], \"session_ids\": [\"666f613b-e21f-4131-86c8-9c9e1ddbd251\", \"528136d5-52a4-40d9-b08f-aaa78a36fa01\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 5.224}, \"95038\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-11 17:26:04.000000+00:00\", \"2022-05-13 15:20:08.000000+00:00\"], \"session_ids\": [\"e90de387-2485-40dc-91a8-f812dd6200e3\", \"d970b5d7-104b-4df6-bc01-b2ff191b799c\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 7.029}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11941\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-07-11 00:05:56.000000+00:00\", \"2021-05-19 17:49:29.000000+00:00\"], \"session_ids\": [\"827ea71f-3ac6-4b08-b3e5-2be46fd1f48e\", \"fdf8485d-4857-462f-a082-211f9508b5d6\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.113}, \"63756\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-06-24 01:12:17.000000+00:00\", \"2021-08-19 11:31:44.000000+00:00\", \"2020-02-08 02:49:18.000000+00:00\"], \"session_ids\": [\"7a76fb6e-406c-4017-b299-9b21dc8d8c30\", \"81609330-5bee-441a-8775-09e4c62e1fc4\", \"1507bf75-9e93-48ca-a13c-c0913f3e3649\"], \"total_duration\": 403.0, \"total_sessions\": 3, \"mean_week_duration\": 5.037}, \"35492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-08 23:20:58.000000+00:00\", \"2021-08-16 01:14:05.000000+00:00\", \"2021-02-11 00:17:13.000000+00:00\"], \"session_ids\": [\"82879dd7-b44d-4864-8d54-c0b5d521fc15\", \"11afc1ab-40e0-46b3-bbc9-bc0b1214f8ed\", \"83941ddf-5b96-4bf9-b7a2-921f71d04804\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 7.351}, \"14121\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-22 12:46:35.000000+00:00\", \"2020-04-18 14:15:26.000000+00:00\"], \"session_ids\": [\"d874a080-bd38-4259-aef0-04e583598ac5\", \"ac1291be-40d2-4c99-bb89-6fe3e533fd88\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 107.5}, \"99918\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-05-19 14:02:31.000000+00:00\", \"2022-09-11 20:17:53.000000+00:00\"], \"session_ids\": [\"f28f3774-3d08-4faf-9821-86e4204704e3\", \"1bf76120-97a4-429e-8415-b474248ba543\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.217}, \"60525\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-17 06:35:39.000000+00:00\", \"2021-06-11 02:52:04.000000+00:00\"], \"session_ids\": [\"666f613b-e21f-4131-86c8-9c9e1ddbd251\", \"528136d5-52a4-40d9-b08f-aaa78a36fa01\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 5.224}, \"95038\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-11 17:26:04.000000+00:00\", \"2022-05-13 15:20:08.000000+00:00\"], \"session_ids\": [\"e90de387-2485-40dc-91a8-f812dd6200e3\", \"d970b5d7-104b-4df6-bc01-b2ff191b799c\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 7.029}}\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[{\"14121\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-22 12:46:35.000000+00:00\", \"2020-04-18 14:15:26.000000+00:00\"], \"session_ids\": [\"d874a080-bd38-4259-aef0-04e583598ac5\", \"ac1291be-40d2-4c99-bb89-6fe3e533fd88\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 107.5}}, {\"35492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-08 23:20:58.000000+00:00\", \"2021-08-16 01:14:05.000000+00:00\", \"2021-02-11 00:17:13.000000+00:00\"], \"session_ids\": [\"82879dd7-b44d-4864-8d54-c0b5d521fc15\", \"11afc1ab-40e0-46b3-bbc9-bc0b1214f8ed\", \"83941ddf-5b96-4bf9-b7a2-921f71d04804\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 7.351}}, {\"95038\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-11 17:26:04.000000+00:00\", \"2022-05-13 15:20:08.000000+00:00\"], \"session_ids\": [\"e90de387-2485-40dc-91a8-f812dd6200e3\", \"d970b5d7-104b-4df6-bc01-b2ff191b799c\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 7.029}}, {\"60525\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-17 06:35:39.000000+00:00\", \"2021-06-11 02:52:04.000000+00:00\"], \"session_ids\": [\"666f613b-e21f-4131-86c8-9c9e1ddbd251\", \"528136d5-52a4-40d9-b08f-aaa78a36fa01\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 5.224}}, {\"63756\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-06-24 01:12:17.000000+00:00\", \"2021-08-19 11:31:44.000000+00:00\", \"2020-02-08 02:49:18.000000+00:00\"], \"session_ids\": [\"7a76fb6e-406c-4017-b299-9b21dc8d8c30\", \"81609330-5bee-441a-8775-09e4c62e1fc4\", \"1507bf75-9e93-48ca-a13c-c0913f3e3649\"], \"total_duration\": 403.0, \"total_sessions\": 3, \"mean_week_duration\": 5.037}}, {\"11941\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-07-11 00:05:56.000000+00:00\", \"2021-05-19 17:49:29.000000+00:00\"], \"session_ids\": [\"827ea71f-3ac6-4b08-b3e5-2be46fd1f48e\", \"fdf8485d-4857-462f-a082-211f9508b5d6\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.113}}, {\"99918\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-05-19 14:02:31.000000+00:00\", \"2022-09-11 20:17:53.000000+00:00\"], \"session_ids\": [\"f28f3774-3d08-4faf-9821-86e4204704e3\", \"1bf76120-97a4-429e-8415-b474248ba543\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.217}}]\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[{\"14121\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-22 12:46:35.000000+00:00\", \"2020-04-18 14:15:26.000000+00:00\"], \"session_ids\": [\"d874a080-bd38-4259-aef0-04e583598ac5\", \"ac1291be-40d2-4c99-bb89-6fe3e533fd88\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 107.5}}, {\"35492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-08 23:20:58.000000+00:00\", \"2021-08-16 01:14:05.000000+00:00\", \"2021-02-11 00:17:13.000000+00:00\"], \"session_ids\": [\"82879dd7-b44d-4864-8d54-c0b5d521fc15\", \"11afc1ab-40e0-46b3-bbc9-bc0b1214f8ed\", \"83941ddf-5b96-4bf9-b7a2-921f71d04804\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 7.351}}]\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[{\"14121\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-22 12:46:35.000000+00:00\", \"2020-04-18 14:15:26.000000+00:00\"], \"session_ids\": [\"d874a080-bd38-4259-aef0-04e583598ac5\", \"ac1291be-40d2-4c99-bb89-6fe3e533fd88\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 107.5}}, {\"35492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-08 23:20:58.000000+00:00\", \"2021-08-16 01:14:05.000000+00:00\", \"2021-02-11 00:17:13.000000+00:00\"], \"session_ids\": [\"82879dd7-b44d-4864-8d54-c0b5d521fc15\", \"11afc1ab-40e0-46b3-bbc9-bc0b1214f8ed\", \"83941ddf-5b96-4bf9-b7a2-921f71d04804\"], \"total_duration\": 713.0, \"total_sessions\": 3, \"mean_week_duration\": 7.351}}]\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": "Could you enlighten me about 6 users with a app usage time that is above 1349 and below 4703, exclusive 4703 , do sorting by urban title form the highest to the lowest."
}
] |
[
{
"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{\"50998\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-07-18 12:22:19.000000+00:00\", \"2019-01-16 01:33:12.000000+00:00\", \"2019-07-05 16:01:13.000000+00:00\", \"2019-12-23 16:05:44.000000+00:00\", \"2020-11-03 21:11:55.000000+00:00\", \"2022-09-16 05:37:30.000000+00:00\", \"2021-03-28 06:13:37.000000+00:00\"], \"session_ids\": [\"3c713d7b-c95b-4031-ae46-c073d9dbda57\", \"6bda5f97-ff3c-4121-8771-540ab24535fe\", \"e5c0e70d-c173-4444-9151-c738c15f5b9a\", \"65111a3c-c218-4e9b-8b60-2993768f8f7d\", \"30ca6361-a223-498d-992d-e30f6d238cb1\", \"7dae066d-1d39-4e28-9e9c-d9141a2a0e27\", \"e82f3ae1-7a76-49d7-8123-f4841b73d8b3\"], \"total_duration\": 5631.0, \"total_sessions\": 7, \"mean_week_duration\": 29.328}, \"78913\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-02 16:46:40.000000+00:00\", \"2019-03-01 12:37:19.000000+00:00\"], \"session_ids\": [\"6b24598f-b553-4028-b736-6d96e1420b11\", \"032cabb8-a5bc-4d18-baf0-ef0390da26d7\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 3.273}, \"42636\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-04-18 07:56:31.000000+00:00\", \"2020-10-09 22:01:46.000000+00:00\", \"2020-07-08 18:33:08.000000+00:00\", \"2020-12-25 16:53:38.000000+00:00\", \"2022-11-03 06:19:49.000000+00:00\", \"2019-02-16 02:48:24.000000+00:00\"], \"session_ids\": [\"3f0d58a8-a89c-4bdb-9deb-f63962264c63\", \"027ce62f-fbe6-4101-a453-ee0fd23a9bf6\", \"62a88079-4916-4efa-abe3-ccbfbcbf3f94\", \"0302c6c9-e09b-461e-b94b-9c6a1e9780c6\", \"05ba9056-cfee-42d2-8cbb-4be11a530628\", \"1f622331-25da-4ffb-b794-acd0fe6af891\"], \"total_duration\": 2202.0, \"total_sessions\": 6, \"mean_week_duration\": 11.351}, \"34718\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-10-23 02:16:49.000000+00:00\", \"2022-02-13 22:25:57.000000+00:00\"], \"session_ids\": [\"75c13f69-8432-4d67-bcfe-2f77aa060c8e\", \"da2440c2-da2c-464c-a6e3-32a1e80362da\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 2.167}, \"87165\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-26 05:55:19.000000+00:00\", \"2021-06-04 07:09:03.000000+00:00\", \"2019-04-15 17:27:17.000000+00:00\"], \"session_ids\": [\"bed08dce-84e5-4f99-8e03-7eb30b2a25dc\", \"f856c7fd-45ac-441d-b451-38907e933c80\", \"39cb9362-9fef-45ea-b72a-6228cc8773e4\"], \"total_duration\": 910.0, \"total_sessions\": 3, \"mean_week_duration\": 8.125}, \"29416\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-16 03:55:39.000000+00:00\", \"2022-09-24 16:36:20.000000+00:00\"], \"session_ids\": [\"e812f7bf-b014-429a-b494-feead603f213\", \"80090b37-6bcb-407a-bbe2-707a0428d5da\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 8.107}, \"6331\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-29 03:53:50.000000+00:00\", \"2022-10-23 00:42:21.000000+00:00\"], \"session_ids\": [\"1452d066-beb4-4a0d-b374-3b92b8de8c33\", \"d290bcd9-3d8a-4316-afbf-f6cc245df0de\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 4.103}, \"69517\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-29 05:10:24.000000+00:00\", \"2019-12-18 19:11:29.000000+00:00\", \"2019-10-08 02:54:30.000000+00:00\"], \"session_ids\": [\"d819b883-2a46-4103-ab37-b37e8591b35e\", \"271b6436-e049-451f-adab-16e8611195eb\", \"c7ef124f-e6cf-4db6-9fba-b718f0e06cbc\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 1.406}, \"39155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-11 02:05:06.000000+00:00\", \"2019-08-31 17:29:20.000000+00:00\", \"2023-06-06 19:36:41.000000+00:00\"], \"session_ids\": [\"6f9688e5-decb-4aaa-85d6-ec76220701fb\", \"37c59f2e-1d76-4101-ae34-ea6878c6f095\", \"0183c781-ac92-4e69-835e-2a522be93e68\"], \"total_duration\": 377.0, \"total_sessions\": 3, \"mean_week_duration\": 1.698}, \"12889\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-12-19 12:50:26.000000+00:00\", \"2023-04-01 05:12:34.000000+00:00\"], \"session_ids\": [\"42a0134d-b4d8-4684-9089-ed7e60c135d1\", \"d12be31f-fe94-447b-9436-1d8c7480e9bc\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 3.328}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 1349 and are less than 4703"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1349, 4703]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42636\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-04-18 07:56:31.000000+00:00\", \"2020-10-09 22:01:46.000000+00:00\", \"2020-07-08 18:33:08.000000+00:00\", \"2020-12-25 16:53:38.000000+00:00\", \"2022-11-03 06:19:49.000000+00:00\", \"2019-02-16 02:48:24.000000+00:00\"], \"session_ids\": [\"3f0d58a8-a89c-4bdb-9deb-f63962264c63\", \"027ce62f-fbe6-4101-a453-ee0fd23a9bf6\", \"62a88079-4916-4efa-abe3-ccbfbcbf3f94\", \"0302c6c9-e09b-461e-b94b-9c6a1e9780c6\", \"05ba9056-cfee-42d2-8cbb-4be11a530628\", \"1f622331-25da-4ffb-b794-acd0fe6af891\"], \"total_duration\": 2202.0, \"total_sessions\": 6, \"mean_week_duration\": 11.351}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"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[{\"42636\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-04-18 07:56:31.000000+00:00\", \"2020-10-09 22:01:46.000000+00:00\", \"2020-07-08 18:33:08.000000+00:00\", \"2020-12-25 16:53:38.000000+00:00\", \"2022-11-03 06:19:49.000000+00:00\", \"2019-02-16 02:48:24.000000+00:00\"], \"session_ids\": [\"3f0d58a8-a89c-4bdb-9deb-f63962264c63\", \"027ce62f-fbe6-4101-a453-ee0fd23a9bf6\", \"62a88079-4916-4efa-abe3-ccbfbcbf3f94\", \"0302c6c9-e09b-461e-b94b-9c6a1e9780c6\", \"05ba9056-cfee-42d2-8cbb-4be11a530628\", \"1f622331-25da-4ffb-b794-acd0fe6af891\"], \"total_duration\": 2202.0, \"total_sessions\": 6, \"mean_week_duration\": 11.351}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42636\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-04-18 07:56:31.000000+00:00\", \"2020-10-09 22:01:46.000000+00:00\", \"2020-07-08 18:33:08.000000+00:00\", \"2020-12-25 16:53:38.000000+00:00\", \"2022-11-03 06:19:49.000000+00:00\", \"2019-02-16 02:48:24.000000+00:00\"], \"session_ids\": [\"3f0d58a8-a89c-4bdb-9deb-f63962264c63\", \"027ce62f-fbe6-4101-a453-ee0fd23a9bf6\", \"62a88079-4916-4efa-abe3-ccbfbcbf3f94\", \"0302c6c9-e09b-461e-b94b-9c6a1e9780c6\", \"05ba9056-cfee-42d2-8cbb-4be11a530628\", \"1f622331-25da-4ffb-b794-acd0fe6af891\"], \"total_duration\": 2202.0, \"total_sessions\": 6, \"mean_week_duration\": 11.351}}]\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[{\"42636\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-04-18 07:56:31.000000+00:00\", \"2020-10-09 22:01:46.000000+00:00\", \"2020-07-08 18:33:08.000000+00:00\", \"2020-12-25 16:53:38.000000+00:00\", \"2022-11-03 06:19:49.000000+00:00\", \"2019-02-16 02:48:24.000000+00:00\"], \"session_ids\": [\"3f0d58a8-a89c-4bdb-9deb-f63962264c63\", \"027ce62f-fbe6-4101-a453-ee0fd23a9bf6\", \"62a88079-4916-4efa-abe3-ccbfbcbf3f94\", \"0302c6c9-e09b-461e-b94b-9c6a1e9780c6\", \"05ba9056-cfee-42d2-8cbb-4be11a530628\", \"1f622331-25da-4ffb-b794-acd0fe6af891\"], \"total_duration\": 2202.0, \"total_sessions\": 6, \"mean_week_duration\": 11.351}}]\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 offer data on 2 users whose average_week_duration is less than 1 and strictly greater than 48 also sort by overall total sessions asc as well as save only 4 entries."
}
] |
[
{
"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{\"67978\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-10 03:26:08.000000+00:00\", \"2019-11-11 15:17:35.000000+00:00\", \"2021-02-07 22:32:59.000000+00:00\"], \"session_ids\": [\"ea9d03c3-89f5-4861-afe3-f8325e97f627\", \"ee45f6c6-7cd4-46d2-8206-10fb53b2dc36\", \"8bd015f4-bae1-404d-ba42-351fef3950a4\"], \"total_duration\": 1063.0, \"total_sessions\": 3, \"mean_week_duration\": 16.354}, \"6007\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 9, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-09 22:41:08.000000+00:00\", \"2020-11-30 12:54:02.000000+00:00\", \"2019-02-16 12:18:00.000000+00:00\", \"2022-11-02 04:28:06.000000+00:00\", \"2022-08-31 19:17:53.000000+00:00\"], \"session_ids\": [\"baf3d200-9b18-43d2-9e9b-59b46a126d64\", \"56b48ac9-be31-46a1-8c71-86c5852d5a80\", \"6ccdbb87-34a3-4ead-a106-aeaf46a7a3d5\", \"85b6fb94-3149-40f2-97a8-525d56dcdae8\", \"4d35e993-1a9e-4873-bdf6-eaed636c3464\"], \"total_duration\": 111.0, \"total_sessions\": 5, \"mean_week_duration\": 0.572}, \"24686\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-03-14 22:45:29.000000+00:00\", \"2020-06-08 04:25:23.000000+00:00\"], \"session_ids\": [\"a8dbe11e-3496-40e2-abde-afe28a84728c\", \"43521669-4ebf-4c36-aed7-e53dec29142c\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 2.315}, \"81841\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-08 23:21:07.000000+00:00\", \"2021-08-17 08:29:51.000000+00:00\", \"2020-03-23 02:07:20.000000+00:00\"], \"session_ids\": [\"a2a7c5f3-3b0b-4cc9-aea5-45e1ea887d66\", \"fcbd3f80-1397-4b6d-ad88-d4740225717d\", \"6b9e9ed6-980b-4894-9e2c-64f94e367797\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 1.353}, \"90627\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-17 14:09:50.000000+00:00\", \"2022-02-11 00:55:02.000000+00:00\"], \"session_ids\": [\"78b11790-9c77-47ad-b935-5b4b6fe25225\", \"12a6b6d5-42ee-4064-82a3-e9f9d8c94555\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"57790\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-22 11:16:56.000000+00:00\", \"2019-06-29 08:27:24.000000+00:00\", \"2019-06-07 15:37:21.000000+00:00\", \"2019-05-21 10:49:42.000000+00:00\"], \"session_ids\": [\"48687e7a-1a9e-4c29-ad37-da3a4b2c41bb\", \"1fcf6c35-f9ee-47fc-a4ba-4c900ec0deef\", \"9ee1554c-4532-4a04-831e-64a41c9494a7\", \"97ab062e-7907-4322-9435-c5a930100143\"], \"total_duration\": 886.0, \"total_sessions\": 4, \"mean_week_duration\": 10.675}, \"17988\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 8, \"Add Friends Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-03-06 05:08:05.000000+00:00\", \"2019-11-26 06:40:10.000000+00:00\"], \"session_ids\": [\"a568925c-99a7-48d7-91b2-5a9eff842109\", \"0d41e031-50b8-46f7-ab2a-7ee97feffda9\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 4.737}, \"20405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-13 23:35:37.000000+00:00\", \"2023-06-25 16:49:17.000000+00:00\"], \"session_ids\": [\"e659f8aa-5782-4665-8a92-8853e725856e\", \"0d53c303-e8f6-461a-876c-92a87a752bf9\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}, \"69506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-09 20:56:10.000000+00:00\", \"2019-08-18 00:45:02.000000+00:00\", \"2021-12-16 15:08:45.000000+00:00\"], \"session_ids\": [\"38edeb1d-398b-4295-aa84-3ad951bae4c7\", \"f93b132b-9fd4-43f6-abe7-38a83e67a111\", \"56fe6989-d036-44c0-b8cc-7824320115d6\"], \"total_duration\": 132.0, \"total_sessions\": 3, \"mean_week_duration\": 0.805}, \"21818\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-21 23:55:26.000000+00:00\", \"2021-06-05 00:58:12.000000+00:00\"], \"session_ids\": [\"d4597ae9-f86d-4eab-9c18-76aa52dd776f\", \"05e398d2-ad0c-478e-9927-ffc6df788c51\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 25.125}}\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 1 and are greater than 48"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 48]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6007\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 9, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-09 22:41:08.000000+00:00\", \"2020-11-30 12:54:02.000000+00:00\", \"2019-02-16 12:18:00.000000+00:00\", \"2022-11-02 04:28:06.000000+00:00\", \"2022-08-31 19:17:53.000000+00:00\"], \"session_ids\": [\"baf3d200-9b18-43d2-9e9b-59b46a126d64\", \"56b48ac9-be31-46a1-8c71-86c5852d5a80\", \"6ccdbb87-34a3-4ead-a106-aeaf46a7a3d5\", \"85b6fb94-3149-40f2-97a8-525d56dcdae8\", \"4d35e993-1a9e-4873-bdf6-eaed636c3464\"], \"total_duration\": 111.0, \"total_sessions\": 5, \"mean_week_duration\": 0.572}, \"90627\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-17 14:09:50.000000+00:00\", \"2022-02-11 00:55:02.000000+00:00\"], \"session_ids\": [\"78b11790-9c77-47ad-b935-5b4b6fe25225\", \"12a6b6d5-42ee-4064-82a3-e9f9d8c94555\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"20405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-13 23:35:37.000000+00:00\", \"2023-06-25 16:49:17.000000+00:00\"], \"session_ids\": [\"e659f8aa-5782-4665-8a92-8853e725856e\", \"0d53c303-e8f6-461a-876c-92a87a752bf9\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}, \"69506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-09 20:56:10.000000+00:00\", \"2019-08-18 00:45:02.000000+00:00\", \"2021-12-16 15:08:45.000000+00:00\"], \"session_ids\": [\"38edeb1d-398b-4295-aa84-3ad951bae4c7\", \"f93b132b-9fd4-43f6-abe7-38a83e67a111\", \"56fe6989-d036-44c0-b8cc-7824320115d6\"], \"total_duration\": 132.0, \"total_sessions\": 3, \"mean_week_duration\": 0.805}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"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[{\"90627\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-17 14:09:50.000000+00:00\", \"2022-02-11 00:55:02.000000+00:00\"], \"session_ids\": [\"78b11790-9c77-47ad-b935-5b4b6fe25225\", \"12a6b6d5-42ee-4064-82a3-e9f9d8c94555\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}, {\"20405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-13 23:35:37.000000+00:00\", \"2023-06-25 16:49:17.000000+00:00\"], \"session_ids\": [\"e659f8aa-5782-4665-8a92-8853e725856e\", \"0d53c303-e8f6-461a-876c-92a87a752bf9\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}}, {\"69506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-09 20:56:10.000000+00:00\", \"2019-08-18 00:45:02.000000+00:00\", \"2021-12-16 15:08:45.000000+00:00\"], \"session_ids\": [\"38edeb1d-398b-4295-aa84-3ad951bae4c7\", \"f93b132b-9fd4-43f6-abe7-38a83e67a111\", \"56fe6989-d036-44c0-b8cc-7824320115d6\"], \"total_duration\": 132.0, \"total_sessions\": 3, \"mean_week_duration\": 0.805}}, {\"6007\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 9, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-09 22:41:08.000000+00:00\", \"2020-11-30 12:54:02.000000+00:00\", \"2019-02-16 12:18:00.000000+00:00\", \"2022-11-02 04:28:06.000000+00:00\", \"2022-08-31 19:17:53.000000+00:00\"], \"session_ids\": [\"baf3d200-9b18-43d2-9e9b-59b46a126d64\", \"56b48ac9-be31-46a1-8c71-86c5852d5a80\", \"6ccdbb87-34a3-4ead-a106-aeaf46a7a3d5\", \"85b6fb94-3149-40f2-97a8-525d56dcdae8\", \"4d35e993-1a9e-4873-bdf6-eaed636c3464\"], \"total_duration\": 111.0, \"total_sessions\": 5, \"mean_week_duration\": 0.572}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90627\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-17 14:09:50.000000+00:00\", \"2022-02-11 00:55:02.000000+00:00\"], \"session_ids\": [\"78b11790-9c77-47ad-b935-5b4b6fe25225\", \"12a6b6d5-42ee-4064-82a3-e9f9d8c94555\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}, {\"20405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-13 23:35:37.000000+00:00\", \"2023-06-25 16:49:17.000000+00:00\"], \"session_ids\": [\"e659f8aa-5782-4665-8a92-8853e725856e\", \"0d53c303-e8f6-461a-876c-92a87a752bf9\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}}, {\"69506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-09 20:56:10.000000+00:00\", \"2019-08-18 00:45:02.000000+00:00\", \"2021-12-16 15:08:45.000000+00:00\"], \"session_ids\": [\"38edeb1d-398b-4295-aa84-3ad951bae4c7\", \"f93b132b-9fd4-43f6-abe7-38a83e67a111\", \"56fe6989-d036-44c0-b8cc-7824320115d6\"], \"total_duration\": 132.0, \"total_sessions\": 3, \"mean_week_duration\": 0.805}}, {\"6007\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 9, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-09 22:41:08.000000+00:00\", \"2020-11-30 12:54:02.000000+00:00\", \"2019-02-16 12:18:00.000000+00:00\", \"2022-11-02 04:28:06.000000+00:00\", \"2022-08-31 19:17:53.000000+00:00\"], \"session_ids\": [\"baf3d200-9b18-43d2-9e9b-59b46a126d64\", \"56b48ac9-be31-46a1-8c71-86c5852d5a80\", \"6ccdbb87-34a3-4ead-a106-aeaf46a7a3d5\", \"85b6fb94-3149-40f2-97a8-525d56dcdae8\", \"4d35e993-1a9e-4873-bdf6-eaed636c3464\"], \"total_duration\": 111.0, \"total_sessions\": 5, \"mean_week_duration\": 0.572}}]\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[{\"90627\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-17 14:09:50.000000+00:00\", \"2022-02-11 00:55:02.000000+00:00\"], \"session_ids\": [\"78b11790-9c77-47ad-b935-5b4b6fe25225\", \"12a6b6d5-42ee-4064-82a3-e9f9d8c94555\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}, {\"20405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-13 23:35:37.000000+00:00\", \"2023-06-25 16:49:17.000000+00:00\"], \"session_ids\": [\"e659f8aa-5782-4665-8a92-8853e725856e\", \"0d53c303-e8f6-461a-876c-92a87a752bf9\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 0.899}}, {\"69506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-10-09 20:56:10.000000+00:00\", \"2019-08-18 00:45:02.000000+00:00\", \"2021-12-16 15:08:45.000000+00:00\"], \"session_ids\": [\"38edeb1d-398b-4295-aa84-3ad951bae4c7\", \"f93b132b-9fd4-43f6-abe7-38a83e67a111\", \"56fe6989-d036-44c0-b8cc-7824320115d6\"], \"total_duration\": 132.0, \"total_sessions\": 3, \"mean_week_duration\": 0.805}}, {\"6007\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 9, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-09 22:41:08.000000+00:00\", \"2020-11-30 12:54:02.000000+00:00\", \"2019-02-16 12:18:00.000000+00:00\", \"2022-11-02 04:28:06.000000+00:00\", \"2022-08-31 19:17:53.000000+00:00\"], \"session_ids\": [\"baf3d200-9b18-43d2-9e9b-59b46a126d64\", \"56b48ac9-be31-46a1-8c71-86c5852d5a80\", \"6ccdbb87-34a3-4ead-a106-aeaf46a7a3d5\", \"85b6fb94-3149-40f2-97a8-525d56dcdae8\", \"4d35e993-1a9e-4873-bdf6-eaed636c3464\"], \"total_duration\": 111.0, \"total_sessions\": 5, \"mean_week_duration\": 0.572}}]\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 user who is bot-tier based on value of overall total sessions , and implement sorting by number of sessions from the largest to the smallest."
}
] |
[
{
"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{\"6505\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-11 08:48:00.000000+00:00\", \"2021-05-26 12:04:41.000000+00:00\", \"2021-06-27 09:31:26.000000+00:00\", \"2022-12-08 19:38:41.000000+00:00\"], \"session_ids\": [\"6c9622a8-da7a-4235-9ace-b556b81b6b5a\", \"543bc164-7d63-4745-83e3-a83102eb42a7\", \"c81763dd-3060-4d57-8ca8-0e3e438ba580\", \"3aa1afa7-fc32-49ff-a8c5-bced0e8eeafc\"], \"total_duration\": 186.0, \"total_sessions\": 4, \"mean_week_duration\": 1.646}, \"34402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-11 00:26:55.000000+00:00\", \"2022-08-26 09:22:02.000000+00:00\", \"2019-01-24 17:23:00.000000+00:00\", \"2022-09-26 16:34:54.000000+00:00\"], \"session_ids\": [\"6f34bbfa-3f83-4d14-87b0-74b5caf1d95e\", \"d0043c7d-fb2a-49fa-94ae-5b68304f5e84\", \"3d0d7db1-6c18-4449-9a13-25c4ded70228\", \"b1b9d5c1-11ae-42dd-a67b-cda2a933b0cd\"], \"total_duration\": 482.0, \"total_sessions\": 4, \"mean_week_duration\": 2.274}, \"27265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-09 07:56:57.000000+00:00\", \"2020-04-28 18:15:05.000000+00:00\"], \"session_ids\": [\"854661a9-b646-4b4e-ae8a-71f2a16ceef4\", \"fa9021fe-d305-461d-ab8f-c0e9b73139e5\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}, \"96776\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2020-06-04 21:59:36.000000+00:00\", \"2021-11-09 02:27:06.000000+00:00\"], \"session_ids\": [\"0ec08533-b6fe-4b56-b2f9-7c67b70fe4be\", \"2d942fd2-f1c2-4919-b186-3cb53766c47e\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 2.547}, \"30391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-27 01:05:24.000000+00:00\", \"2022-07-25 19:08:49.000000+00:00\"], \"session_ids\": [\"cd523d5d-06b9-4771-b792-0b887d331a20\", \"4b1855b7-0fa9-4b09-86ae-346d3e3347d9\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.336}, \"87785\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-13 04:13:55.000000+00:00\", \"2021-03-01 10:24:37.000000+00:00\", \"2019-07-13 20:07:09.000000+00:00\", \"2019-09-24 14:31:08.000000+00:00\", \"2023-03-28 15:46:50.000000+00:00\", \"2019-04-22 18:39:06.000000+00:00\", \"2021-09-05 17:03:41.000000+00:00\"], \"session_ids\": [\"008b49a3-9cec-45cf-a9c9-61a6fa988594\", \"bb871771-16ab-441d-b9ce-989c3abd8ebf\", \"ba8574e1-6118-4de1-b5b3-9ffc80d2d02b\", \"9e889da4-13b0-402f-aa5c-57e0372450cb\", \"cec64c1a-a374-4ecf-bb9f-e10a10df975d\", \"a7645493-89d0-43a9-8338-6fd34dbd7a39\", \"d7c59a21-986c-4d85-b73d-9c98b697fc1f\"], \"total_duration\": 3411.0, \"total_sessions\": 7, \"mean_week_duration\": 16.639}, \"81240\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-01 00:05:37.000000+00:00\", \"2021-06-30 18:26:56.000000+00:00\", \"2019-02-13 13:47:54.000000+00:00\", \"2023-03-24 21:23:35.000000+00:00\", \"2019-09-07 15:51:39.000000+00:00\", \"2019-05-05 19:52:01.000000+00:00\", \"2021-07-13 13:45:41.000000+00:00\"], \"session_ids\": [\"e918febb-9008-48b6-bbf8-3ca5197336bd\", \"68a25c48-aa0f-4092-986a-0f7364b51a4f\", \"58d72ebb-25ac-4514-bff2-8bc1b761af64\", \"94d60b8d-ddfa-4e0d-b4cf-1bf6652e1eda\", \"66641652-0a7f-4994-b8b3-5facef601e80\", \"bb2e96ec-6cc0-4d06-b856-e829e47295a4\", \"e5a2fad8-5176-45bc-a0b1-b9b95e6fd205\"], \"total_duration\": 7862.0, \"total_sessions\": 7, \"mean_week_duration\": 36.567}, \"36313\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-12-05 17:27:22.000000+00:00\", \"2023-06-11 03:29:29.000000+00:00\"], \"session_ids\": [\"79cb20ab-90dc-4e12-ba63-3d9bb2bd85b2\", \"3ceec5e6-e967-4fa1-b944-0e936a8d788f\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.266}, \"42735\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-15 08:46:37.000000+00:00\", \"2021-09-01 05:03:02.000000+00:00\", \"2019-02-10 11:08:15.000000+00:00\", \"2022-09-02 10:45:41.000000+00:00\", \"2022-05-22 14:35:40.000000+00:00\", \"2022-10-12 12:59:21.000000+00:00\"], \"session_ids\": [\"f2fe055e-12ea-430a-80be-2056d6ed5daa\", \"25d21df8-9f80-4ac1-a027-af453ad770bd\", \"efe095ab-016e-4dcd-8732-20a5036376c7\", \"93d993fb-a9ee-459e-aa14-a209199bf504\", \"b8da1439-678a-4d7f-986f-a5a8ea5e77a5\", \"516af489-a3fd-403d-b1b4-681900a58f5b\"], \"total_duration\": 1880.0, \"total_sessions\": 6, \"mean_week_duration\": 9.792}, \"18285\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-30 11:44:07.000000+00:00\", \"2020-07-06 11:34:16.000000+00:00\", \"2020-12-14 04:52:47.000000+00:00\"], \"session_ids\": [\"9501b266-7375-4a25-bc8e-4a4091cc34de\", \"2240b876-ceb2-4e1d-a3eb-5dd1c4daf71c\", \"800b4c4e-039f-4b1a-85b6-580216892651\"], \"total_duration\": 88.0, \"total_sessions\": 3, \"mean_week_duration\": 1.692}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest 1 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-09 07:56:57.000000+00:00\", \"2020-04-28 18:15:05.000000+00:00\"], \"session_ids\": [\"854661a9-b646-4b4e-ae8a-71f2a16ceef4\", \"fa9021fe-d305-461d-ab8f-c0e9b73139e5\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}}, {\"96776\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2020-06-04 21:59:36.000000+00:00\", \"2021-11-09 02:27:06.000000+00:00\"], \"session_ids\": [\"0ec08533-b6fe-4b56-b2f9-7c67b70fe4be\", \"2d942fd2-f1c2-4919-b186-3cb53766c47e\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 2.547}}, {\"30391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-27 01:05:24.000000+00:00\", \"2022-07-25 19:08:49.000000+00:00\"], \"session_ids\": [\"cd523d5d-06b9-4771-b792-0b887d331a20\", \"4b1855b7-0fa9-4b09-86ae-346d3e3347d9\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.336}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"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[{\"27265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-09 07:56:57.000000+00:00\", \"2020-04-28 18:15:05.000000+00:00\"], \"session_ids\": [\"854661a9-b646-4b4e-ae8a-71f2a16ceef4\", \"fa9021fe-d305-461d-ab8f-c0e9b73139e5\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}}, {\"96776\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2020-06-04 21:59:36.000000+00:00\", \"2021-11-09 02:27:06.000000+00:00\"], \"session_ids\": [\"0ec08533-b6fe-4b56-b2f9-7c67b70fe4be\", \"2d942fd2-f1c2-4919-b186-3cb53766c47e\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 2.547}}, {\"30391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-27 01:05:24.000000+00:00\", \"2022-07-25 19:08:49.000000+00:00\"], \"session_ids\": [\"cd523d5d-06b9-4771-b792-0b887d331a20\", \"4b1855b7-0fa9-4b09-86ae-346d3e3347d9\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.336}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude 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[{\"27265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-09 07:56:57.000000+00:00\", \"2020-04-28 18:15:05.000000+00:00\"], \"session_ids\": [\"854661a9-b646-4b4e-ae8a-71f2a16ceef4\", \"fa9021fe-d305-461d-ab8f-c0e9b73139e5\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}}]\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[{\"27265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-09 07:56:57.000000+00:00\", \"2020-04-28 18:15:05.000000+00:00\"], \"session_ids\": [\"854661a9-b646-4b4e-ae8a-71f2a16ceef4\", \"fa9021fe-d305-461d-ab8f-c0e9b73139e5\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}}]\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 regarding users who are lowest-tier of user rankings based on average week duration as well as do sorting by town title form the lowest value to the highest value."
}
] |
[
{
"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{\"41074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-08 14:14:03.000000+00:00\", \"2020-09-08 16:56:14.000000+00:00\"], \"session_ids\": [\"9631ff8f-a3a5-4916-9cfb-477d37269253\", \"b9827702-608c-45f5-94d3-6bb0e5603f96\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.608}, \"7653\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-05 22:40:18.000000+00:00\", \"2019-03-27 04:58:13.000000+00:00\"], \"session_ids\": [\"9459c029-0c4c-418c-9c3e-d9ed1ca4b6fa\", \"e19659cf-92ea-4b17-a0dc-616ba580f7fc\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 49.333}, \"84118\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-31 12:47:50.000000+00:00\", \"2019-01-13 02:52:38.000000+00:00\", \"2021-01-14 09:38:11.000000+00:00\"], \"session_ids\": [\"aa2206b8-884f-47bf-9719-f62694679322\", \"00d1803b-0367-4e62-9ecc-cc5419cfea6c\", \"962a2294-0a15-4b51-97e3-0f1791f9186a\"], \"total_duration\": 302.0, \"total_sessions\": 3, \"mean_week_duration\": 1.319}, \"30711\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-25 11:56:27.000000+00:00\", \"2020-08-07 23:51:54.000000+00:00\", \"2020-01-03 02:27:05.000000+00:00\", \"2021-04-29 13:44:34.000000+00:00\", \"2022-09-27 04:41:00.000000+00:00\"], \"session_ids\": [\"e7cf5294-506d-4bfa-977e-4152ceda5f5c\", \"495fbef1-8c6c-43f4-a619-a49c58959f80\", \"d9646431-3a2f-42fc-a769-7f8c09bd1647\", \"57e61c2c-01be-450f-adbf-5cb81088a457\", \"686254e9-af10-4649-a4d5-b4377c4f5420\"], \"total_duration\": 3283.0, \"total_sessions\": 5, \"mean_week_duration\": 22.958}, \"78895\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-25 05:45:28.000000+00:00\", \"2022-03-23 12:20:25.000000+00:00\", \"2020-03-05 17:54:32.000000+00:00\"], \"session_ids\": [\"5d9a26e8-9200-49ab-b3e5-373ef4aa300e\", \"8d1a3e91-734d-472a-b4a3-9ebb02b491f5\", \"05fe95ae-427a-43a2-a3eb-b0e36491b152\"], \"total_duration\": 251.0, \"total_sessions\": 3, \"mean_week_duration\": 1.609}, \"46882\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 8}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-04 06:15:14.000000+00:00\", \"2021-11-15 02:21:30.000000+00:00\"], \"session_ids\": [\"6898f34b-283c-4a57-bd1d-4c45cb94da18\", \"dedd42a1-e651-436c-b890-1527816bc7d7\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 6.444}, \"39001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-07 01:40:15.000000+00:00\", \"2019-04-12 12:08:36.000000+00:00\"], \"session_ids\": [\"12bbe58e-7826-4ded-b89b-f8cae47f781c\", \"0e53b2a2-a76f-4873-93bc-916848383e65\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.172}, \"87027\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-02-26 20:17:46.000000+00:00\", \"2021-06-22 15:29:16.000000+00:00\", \"2020-04-10 01:49:28.000000+00:00\"], \"session_ids\": [\"151901e1-fb60-40e5-bf11-e3a496456399\", \"4a8be19a-b1ed-4580-b5c9-3742a7fb7f60\", \"78a9576e-ff93-462e-8980-3c8a2743c97d\"], \"total_duration\": 375.0, \"total_sessions\": 3, \"mean_week_duration\": 3.788}, \"31511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-22 07:30:21.000000+00:00\", \"2021-02-25 15:23:24.000000+00:00\"], \"session_ids\": [\"0732af08-cef8-451e-bfc3-23a4cf518c1c\", \"9d138b49-318a-4924-9228-5335b117c105\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.01}, \"3527\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-05-25 23:45:09.000000+00:00\", \"2021-08-15 05:54:13.000000+00:00\", \"2020-06-21 17:05:17.000000+00:00\"], \"session_ids\": [\"53a622ad-d9f8-4508-9744-784a23a80443\", \"8d58210e-19a3-4534-b630-cb4cbad1c96f\", \"b59a962a-f296-4940-bd57-6740c7277761\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 2.833}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-07 01:40:15.000000+00:00\", \"2019-04-12 12:08:36.000000+00:00\"], \"session_ids\": [\"12bbe58e-7826-4ded-b89b-f8cae47f781c\", \"0e53b2a2-a76f-4873-93bc-916848383e65\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.172}}, {\"31511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-22 07:30:21.000000+00:00\", \"2021-02-25 15:23:24.000000+00:00\"], \"session_ids\": [\"0732af08-cef8-451e-bfc3-23a4cf518c1c\", \"9d138b49-318a-4924-9228-5335b117c105\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.01}}, {\"84118\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-31 12:47:50.000000+00:00\", \"2019-01-13 02:52:38.000000+00:00\", \"2021-01-14 09:38:11.000000+00:00\"], \"session_ids\": [\"aa2206b8-884f-47bf-9719-f62694679322\", \"00d1803b-0367-4e62-9ecc-cc5419cfea6c\", \"962a2294-0a15-4b51-97e3-0f1791f9186a\"], \"total_duration\": 302.0, \"total_sessions\": 3, \"mean_week_duration\": 1.319}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to 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[{\"39001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-07 01:40:15.000000+00:00\", \"2019-04-12 12:08:36.000000+00:00\"], \"session_ids\": [\"12bbe58e-7826-4ded-b89b-f8cae47f781c\", \"0e53b2a2-a76f-4873-93bc-916848383e65\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.172}}, {\"31511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-22 07:30:21.000000+00:00\", \"2021-02-25 15:23:24.000000+00:00\"], \"session_ids\": [\"0732af08-cef8-451e-bfc3-23a4cf518c1c\", \"9d138b49-318a-4924-9228-5335b117c105\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.01}}, {\"84118\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-31 12:47:50.000000+00:00\", \"2019-01-13 02:52:38.000000+00:00\", \"2021-01-14 09:38:11.000000+00:00\"], \"session_ids\": [\"aa2206b8-884f-47bf-9719-f62694679322\", \"00d1803b-0367-4e62-9ecc-cc5419cfea6c\", \"962a2294-0a15-4b51-97e3-0f1791f9186a\"], \"total_duration\": 302.0, \"total_sessions\": 3, \"mean_week_duration\": 1.319}}]\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[{\"39001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-07 01:40:15.000000+00:00\", \"2019-04-12 12:08:36.000000+00:00\"], \"session_ids\": [\"12bbe58e-7826-4ded-b89b-f8cae47f781c\", \"0e53b2a2-a76f-4873-93bc-916848383e65\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.172}}, {\"31511\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-22 07:30:21.000000+00:00\", \"2021-02-25 15:23:24.000000+00:00\"], \"session_ids\": [\"0732af08-cef8-451e-bfc3-23a4cf518c1c\", \"9d138b49-318a-4924-9228-5335b117c105\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 1.01}}, {\"84118\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-31 12:47:50.000000+00:00\", \"2019-01-13 02:52:38.000000+00:00\", \"2021-01-14 09:38:11.000000+00:00\"], \"session_ids\": [\"aa2206b8-884f-47bf-9719-f62694679322\", \"00d1803b-0367-4e62-9ecc-cc5419cfea6c\", \"962a2294-0a15-4b51-97e3-0f1791f9186a\"], \"total_duration\": 302.0, \"total_sessions\": 3, \"mean_week_duration\": 1.319}}]\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 8 users who aren't residing in cities Rio de Janeiro, Sydney, Lisbon, Cape Town, Dubai, Prague , moreover carry out sorting by aver of time using the app per week asc."
}
] |
[
{
"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{\"58945\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 10, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-17 12:16:50.000000+00:00\", \"2020-08-20 21:46:01.000000+00:00\"], \"session_ids\": [\"449ab964-9404-4983-a8d0-59259e0cac22\", \"b4d7c32a-7de0-401f-818e-9bf809c9c93a\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 285.0}, \"70599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-07-07 20:20:24.000000+00:00\", \"2022-03-12 13:29:32.000000+00:00\"], \"session_ids\": [\"c0cb7d18-805e-417f-91c0-6697b0b3ddfe\", \"5f2e0973-75e4-4bb9-90b4-e75a45d384fb\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.029}, \"11620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-06 00:48:06.000000+00:00\", \"2022-03-25 01:26:23.000000+00:00\", \"2022-05-03 14:39:43.000000+00:00\", \"2023-01-16 17:05:26.000000+00:00\", \"2021-12-17 08:50:28.000000+00:00\", \"2020-12-11 05:30:20.000000+00:00\"], \"session_ids\": [\"386cf484-f836-4b65-95bb-05b651e1b86d\", \"14d0dfc7-e120-449d-b88c-0e70b7023c2d\", \"15495ceb-6beb-45ed-be90-a0bb66fdecc4\", \"8d635978-66a5-4f09-9519-98cb244017a6\", \"6ddc0803-e76e-4b1c-8b3a-460b58523521\", \"3301c116-43d8-4605-8ca0-32c158156523\"], \"total_duration\": 642.0, \"total_sessions\": 6, \"mean_week_duration\": 3.939}, \"7692\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-22 00:11:17.000000+00:00\", \"2020-02-28 06:57:31.000000+00:00\", \"2021-10-05 07:33:47.000000+00:00\", \"2021-11-06 09:35:39.000000+00:00\", \"2023-04-20 23:28:20.000000+00:00\", \"2021-10-25 08:02:01.000000+00:00\"], \"session_ids\": [\"18db3f03-972d-41b8-98fa-1130c0be7743\", \"3117b740-aaec-44cb-a522-d16be29b53fa\", \"cb4d388e-b2eb-4e71-83af-baea12c27c7e\", \"c06d6cfd-917e-41eb-b8a8-7d1a46df0d05\", \"363f7684-007f-45e4-a38d-7d9c74e86678\", \"cadd6337-5b83-4be1-a107-48c295a8d241\"], \"total_duration\": 6510.0, \"total_sessions\": 6, \"mean_week_duration\": 37.414}, \"43909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-21 03:04:22.000000+00:00\", \"2023-05-06 17:53:15.000000+00:00\", \"2022-01-13 05:51:15.000000+00:00\", \"2021-12-30 18:38:59.000000+00:00\"], \"session_ids\": [\"84b9ad1f-a8ff-4c96-9ba6-10d3883bf2ef\", \"6bb49b2e-f511-4d70-83a6-8c676359a61d\", \"b39e3c5e-416e-409a-815f-cebd576ff026\", \"d9c4876d-b929-4f2b-97dc-69f409ad7005\"], \"total_duration\": 1107.0, \"total_sessions\": 4, \"mean_week_duration\": 7.582}, \"60061\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-05 06:48:53.000000+00:00\", \"2019-10-01 10:00:19.000000+00:00\"], \"session_ids\": [\"d6d70df0-13fb-412e-b24e-6b4d7eab8f48\", \"ce3248fb-f675-4b60-a209-bab1976f4366\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 2.864}, \"53539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-10-20 19:08:02.000000+00:00\", \"2020-01-03 06:17:14.000000+00:00\", \"2022-04-22 19:00:28.000000+00:00\"], \"session_ids\": [\"ea7dcfde-6ded-4943-a432-64f2aadf98ae\", \"f9ffbd60-1b0a-4592-a363-acd18bbff176\", \"0a736eab-2ea0-4752-b4ca-a2844a85838e\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.575}, \"61843\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-16 22:18:22.000000+00:00\", \"2019-11-11 11:02:20.000000+00:00\"], \"session_ids\": [\"c063e1cf-9148-41db-935e-a868271cd742\", \"764ab036-3516-4722-8f89-38118eea3bff\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.582}, \"86054\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-05-26 06:22:49.000000+00:00\", \"2021-09-27 01:52:13.000000+00:00\"], \"session_ids\": [\"904e7430-420c-4b16-b2ab-239d6d7ab629\", \"89e1a387-83a6-40bc-ab29-d93aea07fd71\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.414}, \"44779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-11 00:14:13.000000+00:00\", \"2020-06-05 03:33:20.000000+00:00\"], \"session_ids\": [\"68d5ec92-03db-4d77-8551-280990651d9b\", \"5e83d438-f010-4846-aac3-4e3aa13ea7a6\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 7.295}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Rio de Janeiro, Sydney, Larebon, Cape Town, Dubai, Prague"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Rio de Janeiro\", \"Sydney\", \"Lisbon\", \"Cape Town\", \"Dubai\", \"Prague\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58945\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 10, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-17 12:16:50.000000+00:00\", \"2020-08-20 21:46:01.000000+00:00\"], \"session_ids\": [\"449ab964-9404-4983-a8d0-59259e0cac22\", \"b4d7c32a-7de0-401f-818e-9bf809c9c93a\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 285.0}, \"70599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-07-07 20:20:24.000000+00:00\", \"2022-03-12 13:29:32.000000+00:00\"], \"session_ids\": [\"c0cb7d18-805e-417f-91c0-6697b0b3ddfe\", \"5f2e0973-75e4-4bb9-90b4-e75a45d384fb\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.029}, \"11620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-06 00:48:06.000000+00:00\", \"2022-03-25 01:26:23.000000+00:00\", \"2022-05-03 14:39:43.000000+00:00\", \"2023-01-16 17:05:26.000000+00:00\", \"2021-12-17 08:50:28.000000+00:00\", \"2020-12-11 05:30:20.000000+00:00\"], \"session_ids\": [\"386cf484-f836-4b65-95bb-05b651e1b86d\", \"14d0dfc7-e120-449d-b88c-0e70b7023c2d\", \"15495ceb-6beb-45ed-be90-a0bb66fdecc4\", \"8d635978-66a5-4f09-9519-98cb244017a6\", \"6ddc0803-e76e-4b1c-8b3a-460b58523521\", \"3301c116-43d8-4605-8ca0-32c158156523\"], \"total_duration\": 642.0, \"total_sessions\": 6, \"mean_week_duration\": 3.939}, \"7692\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-22 00:11:17.000000+00:00\", \"2020-02-28 06:57:31.000000+00:00\", \"2021-10-05 07:33:47.000000+00:00\", \"2021-11-06 09:35:39.000000+00:00\", \"2023-04-20 23:28:20.000000+00:00\", \"2021-10-25 08:02:01.000000+00:00\"], \"session_ids\": [\"18db3f03-972d-41b8-98fa-1130c0be7743\", \"3117b740-aaec-44cb-a522-d16be29b53fa\", \"cb4d388e-b2eb-4e71-83af-baea12c27c7e\", \"c06d6cfd-917e-41eb-b8a8-7d1a46df0d05\", \"363f7684-007f-45e4-a38d-7d9c74e86678\", \"cadd6337-5b83-4be1-a107-48c295a8d241\"], \"total_duration\": 6510.0, \"total_sessions\": 6, \"mean_week_duration\": 37.414}, \"43909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-21 03:04:22.000000+00:00\", \"2023-05-06 17:53:15.000000+00:00\", \"2022-01-13 05:51:15.000000+00:00\", \"2021-12-30 18:38:59.000000+00:00\"], \"session_ids\": [\"84b9ad1f-a8ff-4c96-9ba6-10d3883bf2ef\", \"6bb49b2e-f511-4d70-83a6-8c676359a61d\", \"b39e3c5e-416e-409a-815f-cebd576ff026\", \"d9c4876d-b929-4f2b-97dc-69f409ad7005\"], \"total_duration\": 1107.0, \"total_sessions\": 4, \"mean_week_duration\": 7.582}, \"60061\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-05 06:48:53.000000+00:00\", \"2019-10-01 10:00:19.000000+00:00\"], \"session_ids\": [\"d6d70df0-13fb-412e-b24e-6b4d7eab8f48\", \"ce3248fb-f675-4b60-a209-bab1976f4366\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 2.864}, \"53539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-10-20 19:08:02.000000+00:00\", \"2020-01-03 06:17:14.000000+00:00\", \"2022-04-22 19:00:28.000000+00:00\"], \"session_ids\": [\"ea7dcfde-6ded-4943-a432-64f2aadf98ae\", \"f9ffbd60-1b0a-4592-a363-acd18bbff176\", \"0a736eab-2ea0-4752-b4ca-a2844a85838e\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.575}, \"61843\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-16 22:18:22.000000+00:00\", \"2019-11-11 11:02:20.000000+00:00\"], \"session_ids\": [\"c063e1cf-9148-41db-935e-a868271cd742\", \"764ab036-3516-4722-8f89-38118eea3bff\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.582}, \"86054\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-05-26 06:22:49.000000+00:00\", \"2021-09-27 01:52:13.000000+00:00\"], \"session_ids\": [\"904e7430-420c-4b16-b2ab-239d6d7ab629\", \"89e1a387-83a6-40bc-ab29-d93aea07fd71\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.414}, \"44779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-11 00:14:13.000000+00:00\", \"2020-06-05 03:33:20.000000+00:00\"], \"session_ids\": [\"68d5ec92-03db-4d77-8551-280990651d9b\", \"5e83d438-f010-4846-aac3-4e3aa13ea7a6\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 7.295}}\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[{\"86054\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-05-26 06:22:49.000000+00:00\", \"2021-09-27 01:52:13.000000+00:00\"], \"session_ids\": [\"904e7430-420c-4b16-b2ab-239d6d7ab629\", \"89e1a387-83a6-40bc-ab29-d93aea07fd71\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.414}}, {\"70599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-07-07 20:20:24.000000+00:00\", \"2022-03-12 13:29:32.000000+00:00\"], \"session_ids\": [\"c0cb7d18-805e-417f-91c0-6697b0b3ddfe\", \"5f2e0973-75e4-4bb9-90b4-e75a45d384fb\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.029}}, {\"53539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-10-20 19:08:02.000000+00:00\", \"2020-01-03 06:17:14.000000+00:00\", \"2022-04-22 19:00:28.000000+00:00\"], \"session_ids\": [\"ea7dcfde-6ded-4943-a432-64f2aadf98ae\", \"f9ffbd60-1b0a-4592-a363-acd18bbff176\", \"0a736eab-2ea0-4752-b4ca-a2844a85838e\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.575}}, {\"61843\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-16 22:18:22.000000+00:00\", \"2019-11-11 11:02:20.000000+00:00\"], \"session_ids\": [\"c063e1cf-9148-41db-935e-a868271cd742\", \"764ab036-3516-4722-8f89-38118eea3bff\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.582}}, {\"60061\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-05 06:48:53.000000+00:00\", \"2019-10-01 10:00:19.000000+00:00\"], \"session_ids\": [\"d6d70df0-13fb-412e-b24e-6b4d7eab8f48\", \"ce3248fb-f675-4b60-a209-bab1976f4366\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 2.864}}, {\"11620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-06 00:48:06.000000+00:00\", \"2022-03-25 01:26:23.000000+00:00\", \"2022-05-03 14:39:43.000000+00:00\", \"2023-01-16 17:05:26.000000+00:00\", \"2021-12-17 08:50:28.000000+00:00\", \"2020-12-11 05:30:20.000000+00:00\"], \"session_ids\": [\"386cf484-f836-4b65-95bb-05b651e1b86d\", \"14d0dfc7-e120-449d-b88c-0e70b7023c2d\", \"15495ceb-6beb-45ed-be90-a0bb66fdecc4\", \"8d635978-66a5-4f09-9519-98cb244017a6\", \"6ddc0803-e76e-4b1c-8b3a-460b58523521\", \"3301c116-43d8-4605-8ca0-32c158156523\"], \"total_duration\": 642.0, \"total_sessions\": 6, \"mean_week_duration\": 3.939}}, {\"44779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-11 00:14:13.000000+00:00\", \"2020-06-05 03:33:20.000000+00:00\"], \"session_ids\": [\"68d5ec92-03db-4d77-8551-280990651d9b\", \"5e83d438-f010-4846-aac3-4e3aa13ea7a6\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 7.295}}, {\"43909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-21 03:04:22.000000+00:00\", \"2023-05-06 17:53:15.000000+00:00\", \"2022-01-13 05:51:15.000000+00:00\", \"2021-12-30 18:38:59.000000+00:00\"], \"session_ids\": [\"84b9ad1f-a8ff-4c96-9ba6-10d3883bf2ef\", \"6bb49b2e-f511-4d70-83a6-8c676359a61d\", \"b39e3c5e-416e-409a-815f-cebd576ff026\", \"d9c4876d-b929-4f2b-97dc-69f409ad7005\"], \"total_duration\": 1107.0, \"total_sessions\": 4, \"mean_week_duration\": 7.582}}, {\"7692\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-22 00:11:17.000000+00:00\", \"2020-02-28 06:57:31.000000+00:00\", \"2021-10-05 07:33:47.000000+00:00\", \"2021-11-06 09:35:39.000000+00:00\", \"2023-04-20 23:28:20.000000+00:00\", \"2021-10-25 08:02:01.000000+00:00\"], \"session_ids\": [\"18db3f03-972d-41b8-98fa-1130c0be7743\", \"3117b740-aaec-44cb-a522-d16be29b53fa\", \"cb4d388e-b2eb-4e71-83af-baea12c27c7e\", \"c06d6cfd-917e-41eb-b8a8-7d1a46df0d05\", \"363f7684-007f-45e4-a38d-7d9c74e86678\", \"cadd6337-5b83-4be1-a107-48c295a8d241\"], \"total_duration\": 6510.0, \"total_sessions\": 6, \"mean_week_duration\": 37.414}}, {\"58945\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 10, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-17 12:16:50.000000+00:00\", \"2020-08-20 21:46:01.000000+00:00\"], \"session_ids\": [\"449ab964-9404-4983-a8d0-59259e0cac22\", \"b4d7c32a-7de0-401f-818e-9bf809c9c93a\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 285.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude 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[{\"86054\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-05-26 06:22:49.000000+00:00\", \"2021-09-27 01:52:13.000000+00:00\"], \"session_ids\": [\"904e7430-420c-4b16-b2ab-239d6d7ab629\", \"89e1a387-83a6-40bc-ab29-d93aea07fd71\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.414}}, {\"70599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-07-07 20:20:24.000000+00:00\", \"2022-03-12 13:29:32.000000+00:00\"], \"session_ids\": [\"c0cb7d18-805e-417f-91c0-6697b0b3ddfe\", \"5f2e0973-75e4-4bb9-90b4-e75a45d384fb\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.029}}, {\"53539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-10-20 19:08:02.000000+00:00\", \"2020-01-03 06:17:14.000000+00:00\", \"2022-04-22 19:00:28.000000+00:00\"], \"session_ids\": [\"ea7dcfde-6ded-4943-a432-64f2aadf98ae\", \"f9ffbd60-1b0a-4592-a363-acd18bbff176\", \"0a736eab-2ea0-4752-b4ca-a2844a85838e\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.575}}, {\"61843\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-16 22:18:22.000000+00:00\", \"2019-11-11 11:02:20.000000+00:00\"], \"session_ids\": [\"c063e1cf-9148-41db-935e-a868271cd742\", \"764ab036-3516-4722-8f89-38118eea3bff\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.582}}, {\"60061\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-05 06:48:53.000000+00:00\", \"2019-10-01 10:00:19.000000+00:00\"], \"session_ids\": [\"d6d70df0-13fb-412e-b24e-6b4d7eab8f48\", \"ce3248fb-f675-4b60-a209-bab1976f4366\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 2.864}}, {\"11620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-06 00:48:06.000000+00:00\", \"2022-03-25 01:26:23.000000+00:00\", \"2022-05-03 14:39:43.000000+00:00\", \"2023-01-16 17:05:26.000000+00:00\", \"2021-12-17 08:50:28.000000+00:00\", \"2020-12-11 05:30:20.000000+00:00\"], \"session_ids\": [\"386cf484-f836-4b65-95bb-05b651e1b86d\", \"14d0dfc7-e120-449d-b88c-0e70b7023c2d\", \"15495ceb-6beb-45ed-be90-a0bb66fdecc4\", \"8d635978-66a5-4f09-9519-98cb244017a6\", \"6ddc0803-e76e-4b1c-8b3a-460b58523521\", \"3301c116-43d8-4605-8ca0-32c158156523\"], \"total_duration\": 642.0, \"total_sessions\": 6, \"mean_week_duration\": 3.939}}, {\"44779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-11 00:14:13.000000+00:00\", \"2020-06-05 03:33:20.000000+00:00\"], \"session_ids\": [\"68d5ec92-03db-4d77-8551-280990651d9b\", \"5e83d438-f010-4846-aac3-4e3aa13ea7a6\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 7.295}}, {\"43909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-21 03:04:22.000000+00:00\", \"2023-05-06 17:53:15.000000+00:00\", \"2022-01-13 05:51:15.000000+00:00\", \"2021-12-30 18:38:59.000000+00:00\"], \"session_ids\": [\"84b9ad1f-a8ff-4c96-9ba6-10d3883bf2ef\", \"6bb49b2e-f511-4d70-83a6-8c676359a61d\", \"b39e3c5e-416e-409a-815f-cebd576ff026\", \"d9c4876d-b929-4f2b-97dc-69f409ad7005\"], \"total_duration\": 1107.0, \"total_sessions\": 4, \"mean_week_duration\": 7.582}}]\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[{\"86054\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-05-26 06:22:49.000000+00:00\", \"2021-09-27 01:52:13.000000+00:00\"], \"session_ids\": [\"904e7430-420c-4b16-b2ab-239d6d7ab629\", \"89e1a387-83a6-40bc-ab29-d93aea07fd71\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.414}}, {\"70599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-07-07 20:20:24.000000+00:00\", \"2022-03-12 13:29:32.000000+00:00\"], \"session_ids\": [\"c0cb7d18-805e-417f-91c0-6697b0b3ddfe\", \"5f2e0973-75e4-4bb9-90b4-e75a45d384fb\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.029}}, {\"53539\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-10-20 19:08:02.000000+00:00\", \"2020-01-03 06:17:14.000000+00:00\", \"2022-04-22 19:00:28.000000+00:00\"], \"session_ids\": [\"ea7dcfde-6ded-4943-a432-64f2aadf98ae\", \"f9ffbd60-1b0a-4592-a363-acd18bbff176\", \"0a736eab-2ea0-4752-b4ca-a2844a85838e\"], \"total_duration\": 376.0, \"total_sessions\": 3, \"mean_week_duration\": 2.575}}, {\"61843\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-16 22:18:22.000000+00:00\", \"2019-11-11 11:02:20.000000+00:00\"], \"session_ids\": [\"c063e1cf-9148-41db-935e-a868271cd742\", \"764ab036-3516-4722-8f89-38118eea3bff\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.582}}, {\"60061\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-05 06:48:53.000000+00:00\", \"2019-10-01 10:00:19.000000+00:00\"], \"session_ids\": [\"d6d70df0-13fb-412e-b24e-6b4d7eab8f48\", \"ce3248fb-f675-4b60-a209-bab1976f4366\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 2.864}}, {\"11620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-06 00:48:06.000000+00:00\", \"2022-03-25 01:26:23.000000+00:00\", \"2022-05-03 14:39:43.000000+00:00\", \"2023-01-16 17:05:26.000000+00:00\", \"2021-12-17 08:50:28.000000+00:00\", \"2020-12-11 05:30:20.000000+00:00\"], \"session_ids\": [\"386cf484-f836-4b65-95bb-05b651e1b86d\", \"14d0dfc7-e120-449d-b88c-0e70b7023c2d\", \"15495ceb-6beb-45ed-be90-a0bb66fdecc4\", \"8d635978-66a5-4f09-9519-98cb244017a6\", \"6ddc0803-e76e-4b1c-8b3a-460b58523521\", \"3301c116-43d8-4605-8ca0-32c158156523\"], \"total_duration\": 642.0, \"total_sessions\": 6, \"mean_week_duration\": 3.939}}, {\"44779\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-04-11 00:14:13.000000+00:00\", \"2020-06-05 03:33:20.000000+00:00\"], \"session_ids\": [\"68d5ec92-03db-4d77-8551-280990651d9b\", \"5e83d438-f010-4846-aac3-4e3aa13ea7a6\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 7.295}}, {\"43909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-21 03:04:22.000000+00:00\", \"2023-05-06 17:53:15.000000+00:00\", \"2022-01-13 05:51:15.000000+00:00\", \"2021-12-30 18:38:59.000000+00:00\"], \"session_ids\": [\"84b9ad1f-a8ff-4c96-9ba6-10d3883bf2ef\", \"6bb49b2e-f511-4d70-83a6-8c676359a61d\", \"b39e3c5e-416e-409a-815f-cebd576ff026\", \"d9c4876d-b929-4f2b-97dc-69f409ad7005\"], \"total_duration\": 1107.0, \"total_sessions\": 4, \"mean_week_duration\": 7.582}}]\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 4 users pieces of information who have total amount of duration smaller than 3557 and bigger than 1853 additionaly execute sorting by site usage time per week descendingly."
}
] |
[
{
"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{\"86123\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-11 18:21:21.000000+00:00\", \"2023-01-12 07:10:44.000000+00:00\", \"2021-08-25 18:56:24.000000+00:00\", \"2019-04-25 11:59:42.000000+00:00\", \"2021-07-29 21:20:44.000000+00:00\", \"2021-11-14 23:29:14.000000+00:00\"], \"session_ids\": [\"65f91007-c489-4fe7-9d4c-45a193157037\", \"ee48382c-8539-4b87-9641-133900555e3f\", \"d149ee17-9ce6-4bc1-80c4-4704f875c72f\", \"3264c372-44e6-499c-bb95-2935670bcadf\", \"c834a428-6ecf-4203-a42e-518216927156\", \"a91ec328-a491-4f39-a4bc-e6a22088cd43\"], \"total_duration\": 106.0, \"total_sessions\": 6, \"mean_week_duration\": 0.546}, \"12120\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-11 22:23:34.000000+00:00\", \"2023-05-19 14:42:55.000000+00:00\"], \"session_ids\": [\"da9bfbd0-480d-49db-93d5-1eaf05984d3b\", \"a6b493e7-554f-457e-b4f4-c987bfcee365\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.326}, \"44603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-31 19:30:54.000000+00:00\", \"2022-11-05 06:56:31.000000+00:00\", \"2019-07-12 00:20:14.000000+00:00\", \"2019-06-27 19:10:20.000000+00:00\", \"2020-07-20 04:53:07.000000+00:00\", \"2021-10-13 23:52:48.000000+00:00\"], \"session_ids\": [\"0045ec89-4a12-4814-a5dd-10536b6e12b9\", \"bb86fe8a-fa70-4ef4-af08-c89779ee5c4b\", \"1446590d-e768-4805-ba52-8aa5424a085f\", \"206cf107-1708-4f1f-881a-33b5e7c1cc1e\", \"a8f857af-1190-4887-aa44-8451956a8b97\", \"04e0da4a-0af1-4603-ad56-506a45e9a870\"], \"total_duration\": 1938.0, \"total_sessions\": 6, \"mean_week_duration\": 10.533}, \"79650\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-10-14 10:57:47.000000+00:00\", \"2020-09-25 14:58:55.000000+00:00\", \"2020-08-06 06:52:39.000000+00:00\", \"2019-06-06 22:06:10.000000+00:00\"], \"session_ids\": [\"fb32834e-f30e-46ed-b0f2-e0bcf6c05eda\", \"11d6662d-9795-49bf-a873-dec0bdfc2d81\", \"6c00483c-be27-4926-8a47-437960edc47f\", \"e6251d3b-65c9-44ec-a601-dc7ac16fa927\"], \"total_duration\": 906.0, \"total_sessions\": 4, \"mean_week_duration\": 7.366}, \"15273\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-10 10:02:47.000000+00:00\", \"2021-06-28 08:03:59.000000+00:00\"], \"session_ids\": [\"3a504134-818c-4180-b42b-80364a735257\", \"a7818633-96b0-4096-871f-c6685c268e8e\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 11.542}, \"58426\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-07 07:03:33.000000+00:00\", \"2023-05-19 18:56:34.000000+00:00\", \"2021-04-16 09:20:34.000000+00:00\"], \"session_ids\": [\"5fbb44bb-27c6-4ae0-b8bc-9d5ee24450c3\", \"f9f84a8c-d05a-4bf7-8745-c3fc1d132932\", \"2aaf312e-2135-4b37-93ce-1a815cbf14f0\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 0.475}, \"24917\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-11-17 04:35:19.000000+00:00\", \"2022-07-20 16:15:28.000000+00:00\", \"2022-01-08 21:51:17.000000+00:00\", \"2023-02-01 22:35:26.000000+00:00\", \"2023-06-19 16:58:15.000000+00:00\"], \"session_ids\": [\"6217654a-dfc0-4c47-92dc-f22a5b8c8754\", \"765476e8-fd01-4a78-8467-21d3f8f575b2\", \"6e1b5d63-f0d7-49cd-8653-dd771e012843\", \"a2c01b63-461a-4d26-baf2-95f7e0d59bd4\", \"f5e756df-14ad-47bd-bdd0-898b0f30f137\"], \"total_duration\": 603.0, \"total_sessions\": 5, \"mean_week_duration\": 7.934}, \"50693\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-06 13:55:16.000000+00:00\", \"2023-03-13 15:12:54.000000+00:00\", \"2019-08-08 17:33:27.000000+00:00\", \"2019-04-21 04:03:46.000000+00:00\", \"2019-10-08 03:53:55.000000+00:00\", \"2023-01-24 10:36:54.000000+00:00\", \"2022-04-18 12:50:03.000000+00:00\"], \"session_ids\": [\"775846d3-ea07-42b8-8bd7-b27d91e73926\", \"6be4cbb9-dd5a-4ac7-9262-0bfe40c1bfac\", \"c055e192-93c5-40e9-9e2d-0384d1c73197\", \"cd77468d-39b3-464a-ad54-65846932a069\", \"671fd32d-3d55-4549-940c-0e9dedbc7793\", \"a5bdd9b4-c5c2-4e00-825b-3f6eed77490e\", \"e83f640b-e606-4991-9411-605395c67206\"], \"total_duration\": 3371.0, \"total_sessions\": 7, \"mean_week_duration\": 16.525}, \"2236\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-26 15:30:43.000000+00:00\", \"2020-05-27 16:17:25.000000+00:00\", \"2021-09-18 15:23:07.000000+00:00\", \"2019-07-25 20:04:20.000000+00:00\", \"2022-06-21 18:15:41.000000+00:00\", \"2019-10-11 05:30:11.000000+00:00\", \"2022-06-03 20:17:01.000000+00:00\", \"2021-10-09 05:25:17.000000+00:00\", \"2020-07-11 11:32:31.000000+00:00\", \"2022-08-07 08:59:24.000000+00:00\"], \"session_ids\": [\"aafc8a52-8743-4044-b925-44b6a4977b9a\", \"6d6fcf60-cde6-4950-b126-0cefa2c070c8\", \"b3782dd6-cc5a-4afa-aa21-04a0c00133a7\", \"5703354e-dd06-4472-a209-8f7714035ab9\", \"a51236ea-ccc5-41ad-9dbb-e6e655bdab50\", \"9161a5f9-bcc5-4769-af2a-95e82b6411d0\", \"484db6f0-23e8-4d7e-8ebb-0e80f0a83e7c\", \"1dbab51b-c5ed-4743-8ae2-729683a99429\", \"99f8ec69-15f7-4806-9b83-47d503910f75\", \"0503392a-358f-4d44-96c5-f7f22b9168e5\"], \"total_duration\": 576.0, \"total_sessions\": 10, \"mean_week_duration\": 3.623}, \"94892\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-09-15 15:16:58.000000+00:00\", \"2022-09-30 05:08:22.000000+00:00\", \"2022-01-05 14:29:48.000000+00:00\"], \"session_ids\": [\"cb2e3519-289b-4f12-ab53-40cd2b68ed73\", \"5bcc8339-042a-4581-8100-1962fcc28eb9\", \"e3041f6b-c751-445e-b5d7-d3b83cfb0aaa\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 1.182}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 1853 and are equal or less than 3557"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1853, 3557]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-31 19:30:54.000000+00:00\", \"2022-11-05 06:56:31.000000+00:00\", \"2019-07-12 00:20:14.000000+00:00\", \"2019-06-27 19:10:20.000000+00:00\", \"2020-07-20 04:53:07.000000+00:00\", \"2021-10-13 23:52:48.000000+00:00\"], \"session_ids\": [\"0045ec89-4a12-4814-a5dd-10536b6e12b9\", \"bb86fe8a-fa70-4ef4-af08-c89779ee5c4b\", \"1446590d-e768-4805-ba52-8aa5424a085f\", \"206cf107-1708-4f1f-881a-33b5e7c1cc1e\", \"a8f857af-1190-4887-aa44-8451956a8b97\", \"04e0da4a-0af1-4603-ad56-506a45e9a870\"], \"total_duration\": 1938.0, \"total_sessions\": 6, \"mean_week_duration\": 10.533}, \"50693\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-06 13:55:16.000000+00:00\", \"2023-03-13 15:12:54.000000+00:00\", \"2019-08-08 17:33:27.000000+00:00\", \"2019-04-21 04:03:46.000000+00:00\", \"2019-10-08 03:53:55.000000+00:00\", \"2023-01-24 10:36:54.000000+00:00\", \"2022-04-18 12:50:03.000000+00:00\"], \"session_ids\": [\"775846d3-ea07-42b8-8bd7-b27d91e73926\", \"6be4cbb9-dd5a-4ac7-9262-0bfe40c1bfac\", \"c055e192-93c5-40e9-9e2d-0384d1c73197\", \"cd77468d-39b3-464a-ad54-65846932a069\", \"671fd32d-3d55-4549-940c-0e9dedbc7793\", \"a5bdd9b4-c5c2-4e00-825b-3f6eed77490e\", \"e83f640b-e606-4991-9411-605395c67206\"], \"total_duration\": 3371.0, \"total_sessions\": 7, \"mean_week_duration\": 16.525}}\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[{\"50693\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-06 13:55:16.000000+00:00\", \"2023-03-13 15:12:54.000000+00:00\", \"2019-08-08 17:33:27.000000+00:00\", \"2019-04-21 04:03:46.000000+00:00\", \"2019-10-08 03:53:55.000000+00:00\", \"2023-01-24 10:36:54.000000+00:00\", \"2022-04-18 12:50:03.000000+00:00\"], \"session_ids\": [\"775846d3-ea07-42b8-8bd7-b27d91e73926\", \"6be4cbb9-dd5a-4ac7-9262-0bfe40c1bfac\", \"c055e192-93c5-40e9-9e2d-0384d1c73197\", \"cd77468d-39b3-464a-ad54-65846932a069\", \"671fd32d-3d55-4549-940c-0e9dedbc7793\", \"a5bdd9b4-c5c2-4e00-825b-3f6eed77490e\", \"e83f640b-e606-4991-9411-605395c67206\"], \"total_duration\": 3371.0, \"total_sessions\": 7, \"mean_week_duration\": 16.525}}, {\"44603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-31 19:30:54.000000+00:00\", \"2022-11-05 06:56:31.000000+00:00\", \"2019-07-12 00:20:14.000000+00:00\", \"2019-06-27 19:10:20.000000+00:00\", \"2020-07-20 04:53:07.000000+00:00\", \"2021-10-13 23:52:48.000000+00:00\"], \"session_ids\": [\"0045ec89-4a12-4814-a5dd-10536b6e12b9\", \"bb86fe8a-fa70-4ef4-af08-c89779ee5c4b\", \"1446590d-e768-4805-ba52-8aa5424a085f\", \"206cf107-1708-4f1f-881a-33b5e7c1cc1e\", \"a8f857af-1190-4887-aa44-8451956a8b97\", \"04e0da4a-0af1-4603-ad56-506a45e9a870\"], \"total_duration\": 1938.0, \"total_sessions\": 6, \"mean_week_duration\": 10.533}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50693\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-06 13:55:16.000000+00:00\", \"2023-03-13 15:12:54.000000+00:00\", \"2019-08-08 17:33:27.000000+00:00\", \"2019-04-21 04:03:46.000000+00:00\", \"2019-10-08 03:53:55.000000+00:00\", \"2023-01-24 10:36:54.000000+00:00\", \"2022-04-18 12:50:03.000000+00:00\"], \"session_ids\": [\"775846d3-ea07-42b8-8bd7-b27d91e73926\", \"6be4cbb9-dd5a-4ac7-9262-0bfe40c1bfac\", \"c055e192-93c5-40e9-9e2d-0384d1c73197\", \"cd77468d-39b3-464a-ad54-65846932a069\", \"671fd32d-3d55-4549-940c-0e9dedbc7793\", \"a5bdd9b4-c5c2-4e00-825b-3f6eed77490e\", \"e83f640b-e606-4991-9411-605395c67206\"], \"total_duration\": 3371.0, \"total_sessions\": 7, \"mean_week_duration\": 16.525}}, {\"44603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-31 19:30:54.000000+00:00\", \"2022-11-05 06:56:31.000000+00:00\", \"2019-07-12 00:20:14.000000+00:00\", \"2019-06-27 19:10:20.000000+00:00\", \"2020-07-20 04:53:07.000000+00:00\", \"2021-10-13 23:52:48.000000+00:00\"], \"session_ids\": [\"0045ec89-4a12-4814-a5dd-10536b6e12b9\", \"bb86fe8a-fa70-4ef4-af08-c89779ee5c4b\", \"1446590d-e768-4805-ba52-8aa5424a085f\", \"206cf107-1708-4f1f-881a-33b5e7c1cc1e\", \"a8f857af-1190-4887-aa44-8451956a8b97\", \"04e0da4a-0af1-4603-ad56-506a45e9a870\"], \"total_duration\": 1938.0, \"total_sessions\": 6, \"mean_week_duration\": 10.533}}]\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[{\"50693\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-06 13:55:16.000000+00:00\", \"2023-03-13 15:12:54.000000+00:00\", \"2019-08-08 17:33:27.000000+00:00\", \"2019-04-21 04:03:46.000000+00:00\", \"2019-10-08 03:53:55.000000+00:00\", \"2023-01-24 10:36:54.000000+00:00\", \"2022-04-18 12:50:03.000000+00:00\"], \"session_ids\": [\"775846d3-ea07-42b8-8bd7-b27d91e73926\", \"6be4cbb9-dd5a-4ac7-9262-0bfe40c1bfac\", \"c055e192-93c5-40e9-9e2d-0384d1c73197\", \"cd77468d-39b3-464a-ad54-65846932a069\", \"671fd32d-3d55-4549-940c-0e9dedbc7793\", \"a5bdd9b4-c5c2-4e00-825b-3f6eed77490e\", \"e83f640b-e606-4991-9411-605395c67206\"], \"total_duration\": 3371.0, \"total_sessions\": 7, \"mean_week_duration\": 16.525}}, {\"44603\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-12-31 19:30:54.000000+00:00\", \"2022-11-05 06:56:31.000000+00:00\", \"2019-07-12 00:20:14.000000+00:00\", \"2019-06-27 19:10:20.000000+00:00\", \"2020-07-20 04:53:07.000000+00:00\", \"2021-10-13 23:52:48.000000+00:00\"], \"session_ids\": [\"0045ec89-4a12-4814-a5dd-10536b6e12b9\", \"bb86fe8a-fa70-4ef4-af08-c89779ee5c4b\", \"1446590d-e768-4805-ba52-8aa5424a085f\", \"206cf107-1708-4f1f-881a-33b5e7c1cc1e\", \"a8f857af-1190-4887-aa44-8451956a8b97\", \"04e0da4a-0af1-4603-ad56-506a45e9a870\"], \"total_duration\": 1938.0, \"total_sessions\": 6, \"mean_week_duration\": 10.533}}]\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": "Provide me an information about users with a site usage time that is above 307 and below 3895 also execute sorting by duration total risingly."
}
] |
[
{
"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{\"63585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-26 02:15:00.000000+00:00\", \"2021-03-30 08:21:47.000000+00:00\", \"2023-03-19 15:10:35.000000+00:00\"], \"session_ids\": [\"d430072d-f84e-46f5-9007-3a31ea047bb1\", \"d4262648-b5c1-4988-b94d-9a992da371cb\", \"59d8da0c-ed11-4470-8efd-0ab24de215e5\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.673}, \"50034\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-07-20 06:10:36.000000+00:00\", \"2022-12-16 01:18:02.000000+00:00\", \"2022-03-29 13:28:17.000000+00:00\", \"2023-04-16 23:02:29.000000+00:00\", \"2020-08-20 05:35:14.000000+00:00\"], \"session_ids\": [\"c5b7d596-d062-43e4-8eea-9b41a7c1b349\", \"b0922c5d-2dfe-4666-8ae2-9654c706d685\", \"5d05bb3f-e80c-42d2-88e6-e9f85887758c\", \"9a6b55a9-5f15-40dc-8eed-c20af4368da7\", \"346c7823-a68e-4e48-870d-41ee07a3f283\"], \"total_duration\": 1643.0, \"total_sessions\": 5, \"mean_week_duration\": 8.383}, \"1119\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-01-31 03:19:05.000000+00:00\", \"2019-05-26 03:13:51.000000+00:00\", \"2021-02-27 07:58:43.000000+00:00\"], \"session_ids\": [\"5c87efc2-cf93-4cec-bee4-6a097a218d23\", \"5c0fef7a-3c74-4c4d-8c67-b2eb6dc6fe48\", \"b70b1762-970e-4f31-a150-1c4b600a0c84\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}, \"77256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-12-10 16:13:54.000000+00:00\", \"2019-10-04 00:10:02.000000+00:00\"], \"session_ids\": [\"0ce1cdcf-46b1-4266-beb8-14fd16ac859b\", \"559029f4-be0f-4221-b417-ba2cb9fb6b84\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 3.258}, \"41622\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-02 13:16:24.000000+00:00\", \"2019-04-26 09:32:04.000000+00:00\"], \"session_ids\": [\"ad2f6bba-779f-421f-949e-d02ace475b18\", \"0ba8ab8a-3148-4e77-9812-ecead04a3b0b\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.241}, \"2234\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-11 05:34:05.000000+00:00\", \"2022-09-19 18:22:26.000000+00:00\", \"2020-10-19 17:13:59.000000+00:00\", \"2021-01-06 23:51:29.000000+00:00\", \"2019-05-21 16:59:47.000000+00:00\", \"2022-06-24 14:24:50.000000+00:00\", \"2019-07-29 05:53:23.000000+00:00\", \"2021-12-21 19:45:58.000000+00:00\"], \"session_ids\": [\"441f0b0a-83b1-4cfb-aaa6-b0b517f8c5a1\", \"0dd5deea-cbfd-4f53-9e9a-0f2b878a95c0\", \"b93a9285-949d-439a-9eba-5c7e7fa82d20\", \"7dcc5eaf-e14a-4f22-8e44-19c4a2ac54ec\", \"323e4c60-d117-4344-a956-d7858e07667b\", \"3ac9cd4d-5f38-4307-bc02-113ed5f2172d\", \"b5809311-a901-47f3-85bf-7e9bbac4a9ca\", \"423e6743-1ea3-497f-88be-23d5bbe450c1\"], \"total_duration\": 389.0, \"total_sessions\": 8, \"mean_week_duration\": 2.236}, \"84814\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-31 04:27:58.000000+00:00\", \"2023-03-02 21:56:15.000000+00:00\"], \"session_ids\": [\"310f44e7-79a6-40db-8eb3-aa76b1dfa912\", \"8f5f85f3-6764-4946-bcbc-8637c94d0253\"], \"total_duration\": 254.0, \"total_sessions\": 2, \"mean_week_duration\": 1.192}, \"41122\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-03-12 11:56:30.000000+00:00\", \"2019-09-16 06:32:21.000000+00:00\"], \"session_ids\": [\"4be3f5d4-1bf1-4ef1-8bac-a40f5b9a7ce6\", \"8cd25efa-807b-4d9e-afb3-cd0177097d53\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.392}, \"15679\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-04-26 18:49:45.000000+00:00\", \"2021-02-21 19:34:24.000000+00:00\", \"2019-02-24 07:00:55.000000+00:00\"], \"session_ids\": [\"886d3cf9-5f82-4537-96ab-37e8cad02d1d\", \"9a63154d-eb3c-41ee-a933-3040b54f8666\", \"6bfcccbf-be62-4f0c-a2a0-95d564b560ba\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 0.873}, \"84237\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-11-07 18:18:28.000000+00:00\", \"2022-11-01 08:16:54.000000+00:00\", \"2022-01-29 17:35:32.000000+00:00\", \"2023-03-30 01:06:06.000000+00:00\", \"2020-11-06 10:51:41.000000+00:00\"], \"session_ids\": [\"0e3c1d09-218e-43c6-a4a8-b9b165d2c75d\", \"ca497229-2dd1-42ee-97d6-a7c802e6e751\", \"1c571df6-5a89-4578-9eab-6a34a55e0de4\", \"7fec11a0-33bc-4f0d-bb51-8706349d91ae\", \"e9aae3cd-57b5-495e-8b9d-f0359731525b\"], \"total_duration\": 131.0, \"total_sessions\": 5, \"mean_week_duration\": 0.74}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 307 and are equal or less than 3895"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[307, 3895]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50034\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-07-20 06:10:36.000000+00:00\", \"2022-12-16 01:18:02.000000+00:00\", \"2022-03-29 13:28:17.000000+00:00\", \"2023-04-16 23:02:29.000000+00:00\", \"2020-08-20 05:35:14.000000+00:00\"], \"session_ids\": [\"c5b7d596-d062-43e4-8eea-9b41a7c1b349\", \"b0922c5d-2dfe-4666-8ae2-9654c706d685\", \"5d05bb3f-e80c-42d2-88e6-e9f85887758c\", \"9a6b55a9-5f15-40dc-8eed-c20af4368da7\", \"346c7823-a68e-4e48-870d-41ee07a3f283\"], \"total_duration\": 1643.0, \"total_sessions\": 5, \"mean_week_duration\": 8.383}, \"2234\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-11 05:34:05.000000+00:00\", \"2022-09-19 18:22:26.000000+00:00\", \"2020-10-19 17:13:59.000000+00:00\", \"2021-01-06 23:51:29.000000+00:00\", \"2019-05-21 16:59:47.000000+00:00\", \"2022-06-24 14:24:50.000000+00:00\", \"2019-07-29 05:53:23.000000+00:00\", \"2021-12-21 19:45:58.000000+00:00\"], \"session_ids\": [\"441f0b0a-83b1-4cfb-aaa6-b0b517f8c5a1\", \"0dd5deea-cbfd-4f53-9e9a-0f2b878a95c0\", \"b93a9285-949d-439a-9eba-5c7e7fa82d20\", \"7dcc5eaf-e14a-4f22-8e44-19c4a2ac54ec\", \"323e4c60-d117-4344-a956-d7858e07667b\", \"3ac9cd4d-5f38-4307-bc02-113ed5f2172d\", \"b5809311-a901-47f3-85bf-7e9bbac4a9ca\", \"423e6743-1ea3-497f-88be-23d5bbe450c1\"], \"total_duration\": 389.0, \"total_sessions\": 8, \"mean_week_duration\": 2.236}}\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[{\"2234\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-11 05:34:05.000000+00:00\", \"2022-09-19 18:22:26.000000+00:00\", \"2020-10-19 17:13:59.000000+00:00\", \"2021-01-06 23:51:29.000000+00:00\", \"2019-05-21 16:59:47.000000+00:00\", \"2022-06-24 14:24:50.000000+00:00\", \"2019-07-29 05:53:23.000000+00:00\", \"2021-12-21 19:45:58.000000+00:00\"], \"session_ids\": [\"441f0b0a-83b1-4cfb-aaa6-b0b517f8c5a1\", \"0dd5deea-cbfd-4f53-9e9a-0f2b878a95c0\", \"b93a9285-949d-439a-9eba-5c7e7fa82d20\", \"7dcc5eaf-e14a-4f22-8e44-19c4a2ac54ec\", \"323e4c60-d117-4344-a956-d7858e07667b\", \"3ac9cd4d-5f38-4307-bc02-113ed5f2172d\", \"b5809311-a901-47f3-85bf-7e9bbac4a9ca\", \"423e6743-1ea3-497f-88be-23d5bbe450c1\"], \"total_duration\": 389.0, \"total_sessions\": 8, \"mean_week_duration\": 2.236}}, {\"50034\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-07-20 06:10:36.000000+00:00\", \"2022-12-16 01:18:02.000000+00:00\", \"2022-03-29 13:28:17.000000+00:00\", \"2023-04-16 23:02:29.000000+00:00\", \"2020-08-20 05:35:14.000000+00:00\"], \"session_ids\": [\"c5b7d596-d062-43e4-8eea-9b41a7c1b349\", \"b0922c5d-2dfe-4666-8ae2-9654c706d685\", \"5d05bb3f-e80c-42d2-88e6-e9f85887758c\", \"9a6b55a9-5f15-40dc-8eed-c20af4368da7\", \"346c7823-a68e-4e48-870d-41ee07a3f283\"], \"total_duration\": 1643.0, \"total_sessions\": 5, \"mean_week_duration\": 8.383}}]\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[{\"2234\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-11 05:34:05.000000+00:00\", \"2022-09-19 18:22:26.000000+00:00\", \"2020-10-19 17:13:59.000000+00:00\", \"2021-01-06 23:51:29.000000+00:00\", \"2019-05-21 16:59:47.000000+00:00\", \"2022-06-24 14:24:50.000000+00:00\", \"2019-07-29 05:53:23.000000+00:00\", \"2021-12-21 19:45:58.000000+00:00\"], \"session_ids\": [\"441f0b0a-83b1-4cfb-aaa6-b0b517f8c5a1\", \"0dd5deea-cbfd-4f53-9e9a-0f2b878a95c0\", \"b93a9285-949d-439a-9eba-5c7e7fa82d20\", \"7dcc5eaf-e14a-4f22-8e44-19c4a2ac54ec\", \"323e4c60-d117-4344-a956-d7858e07667b\", \"3ac9cd4d-5f38-4307-bc02-113ed5f2172d\", \"b5809311-a901-47f3-85bf-7e9bbac4a9ca\", \"423e6743-1ea3-497f-88be-23d5bbe450c1\"], \"total_duration\": 389.0, \"total_sessions\": 8, \"mean_week_duration\": 2.236}}, {\"50034\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-07-20 06:10:36.000000+00:00\", \"2022-12-16 01:18:02.000000+00:00\", \"2022-03-29 13:28:17.000000+00:00\", \"2023-04-16 23:02:29.000000+00:00\", \"2020-08-20 05:35:14.000000+00:00\"], \"session_ids\": [\"c5b7d596-d062-43e4-8eea-9b41a7c1b349\", \"b0922c5d-2dfe-4666-8ae2-9654c706d685\", \"5d05bb3f-e80c-42d2-88e6-e9f85887758c\", \"9a6b55a9-5f15-40dc-8eed-c20af4368da7\", \"346c7823-a68e-4e48-870d-41ee07a3f283\"], \"total_duration\": 1643.0, \"total_sessions\": 5, \"mean_week_duration\": 8.383}}]\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 users to me who have duration of sessions per week strictly bigger than 12 and strictly smaller than 25 as well as do sorting by sessions summation in desc in addition remain only 4 entries."
}
] |
[
{
"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{\"56685\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-04-02 18:54:17.000000+00:00\", \"2021-07-29 16:10:56.000000+00:00\", \"2023-02-25 01:28:45.000000+00:00\"], \"session_ids\": [\"8ea1e5e8-616d-4995-9eed-a7fa0d4f85c0\", \"79f2d904-b211-4905-9857-8fd5fbc00e07\", \"e79a84bd-1af9-463c-a4ca-c0941fdf5ff2\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.489}, \"82109\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-14 22:07:54.000000+00:00\", \"2021-02-06 14:41:20.000000+00:00\", \"2019-08-12 19:03:36.000000+00:00\"], \"session_ids\": [\"e668b9e6-047e-4295-8b8e-b4d97edd7ec0\", \"992ecac3-2c7e-45ac-a1e1-4e1919d6d64a\", \"0e48d4f3-f0aa-4687-ad13-fe9c6a917ebc\"], \"total_duration\": 467.0, \"total_sessions\": 3, \"mean_week_duration\": 4.096}, \"4423\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-11-17 07:34:09.000000+00:00\", \"2020-01-07 19:24:38.000000+00:00\", \"2019-08-04 10:37:04.000000+00:00\", \"2019-07-15 07:38:08.000000+00:00\", \"2023-06-19 06:53:27.000000+00:00\", \"2020-10-07 14:27:16.000000+00:00\", \"2020-05-28 20:49:10.000000+00:00\", \"2020-08-10 20:22:12.000000+00:00\", \"2021-03-01 02:38:10.000000+00:00\", \"2019-10-23 19:08:10.000000+00:00\"], \"session_ids\": [\"348457e0-3617-4eaf-9ce9-5dcdad94a6ce\", \"bead9f72-6079-44e4-85be-437aea067c04\", \"76d5bc88-e877-4a8a-a757-e950fdeab556\", \"a8596bbd-70a7-44a4-89c3-7d84a78760a4\", \"cba334a5-90cd-477f-a2ce-b411af611a16\", \"76732f26-6d4d-4c45-9afb-fee381c93b5e\", \"6800e8e0-73b5-49a3-a82d-bac4ca3aac62\", \"74cd7a3f-31c5-4773-9590-d6cb565faed7\", \"b58761e8-81cd-403d-9bb2-c9debdd88e54\", \"81f4f798-d6ad-48ec-b738-51f80b041be1\"], \"total_duration\": 9602.0, \"total_sessions\": 10, \"mean_week_duration\": 46.839}, \"66679\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-05 15:10:53.000000+00:00\", \"2021-12-02 09:22:42.000000+00:00\", \"2021-06-06 20:35:26.000000+00:00\"], \"session_ids\": [\"8dce7117-4cdb-4035-a82e-8b069f2bd4c4\", \"7857be38-f5d5-4261-bfc4-671ac9787458\", \"8712c67c-1d6e-47d8-929d-5a0f8a7bd149\"], \"total_duration\": 985.0, \"total_sessions\": 3, \"mean_week_duration\": 12.628}, \"63152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-19 22:50:28.000000+00:00\", \"2019-06-12 06:42:56.000000+00:00\", \"2020-07-15 18:45:11.000000+00:00\", \"2019-03-09 17:42:57.000000+00:00\", \"2019-10-31 13:58:09.000000+00:00\"], \"session_ids\": [\"4342bc74-a36e-44b0-8eee-1b92865e9222\", \"bdbad527-9fe2-465c-9288-eb654393befb\", \"2336f009-a9b4-4c95-862d-fb83ec516648\", \"dfeebf11-5b79-4070-90f8-b69cd3ccaf82\", \"58887bbd-79ce-4354-8e3a-f0ae150445ef\"], \"total_duration\": 2295.0, \"total_sessions\": 5, \"mean_week_duration\": 15.719}, \"21380\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-03-29 14:10:04.000000+00:00\", \"2020-11-13 09:56:15.000000+00:00\"], \"session_ids\": [\"e7302a3c-e22b-4a2f-b012-ebf92c3193b2\", \"2cc74047-7dc8-471f-992e-a07af55a0966\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.226}, \"12185\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-06-28 05:45:52.000000+00:00\", \"2022-11-30 12:16:35.000000+00:00\", \"2023-04-13 14:18:36.000000+00:00\", \"2019-05-11 23:49:35.000000+00:00\", \"2019-04-15 10:20:01.000000+00:00\", \"2022-06-27 14:46:07.000000+00:00\"], \"session_ids\": [\"1424579d-9a59-43a6-aca0-bf10f628d6a4\", \"3071c753-7295-48dd-9b3a-104723e68f61\", \"c7ff00e1-ca9a-49ac-ad18-192a548e38a6\", \"4f588648-fc01-40e3-af94-932b5fd4b25f\", \"9082130e-c26b-4751-9d8a-f5bea525dd72\", \"b0915e98-e55a-4d3a-8ff2-87b3ef5ddbca\"], \"total_duration\": 6901.0, \"total_sessions\": 6, \"mean_week_duration\": 31.368}, \"33253\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-09-07 20:21:33.000000+00:00\", \"2022-11-12 12:36:43.000000+00:00\"], \"session_ids\": [\"0b26910a-16de-4599-8b6b-20a8cd15a9cd\", \"3f175dd8-58a9-4417-accb-070bd8d01a3c\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 1.705}, \"75483\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-06-05 18:29:15.000000+00:00\", \"2021-06-11 20:02:13.000000+00:00\"], \"session_ids\": [\"cedee66f-9867-4d6b-8a6c-c0f428da7ac3\", \"56077cb5-65d1-40f3-8e19-d977c8c9de5f\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 1.811}, \"58146\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-02-07 08:41:01.000000+00:00\", \"2023-01-10 05:06:46.000000+00:00\", \"2021-01-26 13:20:29.000000+00:00\", \"2020-01-15 03:06:12.000000+00:00\"], \"session_ids\": [\"da3c4276-98b7-45c2-a403-3e89d3bdd653\", \"0931fc9e-7496-4d75-8264-15b7db17c69b\", \"9f7fcc54-e2e9-46bd-846b-dad4531eb782\", \"0e3a5636-764a-4c61-a595-08601d7a0996\"], \"total_duration\": 222.0, \"total_sessions\": 4, \"mean_week_duration\": 1.423}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 12 and are less than 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66679\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-05 15:10:53.000000+00:00\", \"2021-12-02 09:22:42.000000+00:00\", \"2021-06-06 20:35:26.000000+00:00\"], \"session_ids\": [\"8dce7117-4cdb-4035-a82e-8b069f2bd4c4\", \"7857be38-f5d5-4261-bfc4-671ac9787458\", \"8712c67c-1d6e-47d8-929d-5a0f8a7bd149\"], \"total_duration\": 985.0, \"total_sessions\": 3, \"mean_week_duration\": 12.628}, \"63152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-19 22:50:28.000000+00:00\", \"2019-06-12 06:42:56.000000+00:00\", \"2020-07-15 18:45:11.000000+00:00\", \"2019-03-09 17:42:57.000000+00:00\", \"2019-10-31 13:58:09.000000+00:00\"], \"session_ids\": [\"4342bc74-a36e-44b0-8eee-1b92865e9222\", \"bdbad527-9fe2-465c-9288-eb654393befb\", \"2336f009-a9b4-4c95-862d-fb83ec516648\", \"dfeebf11-5b79-4070-90f8-b69cd3ccaf82\", \"58887bbd-79ce-4354-8e3a-f0ae150445ef\"], \"total_duration\": 2295.0, \"total_sessions\": 5, \"mean_week_duration\": 15.719}}\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[{\"63152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-19 22:50:28.000000+00:00\", \"2019-06-12 06:42:56.000000+00:00\", \"2020-07-15 18:45:11.000000+00:00\", \"2019-03-09 17:42:57.000000+00:00\", \"2019-10-31 13:58:09.000000+00:00\"], \"session_ids\": [\"4342bc74-a36e-44b0-8eee-1b92865e9222\", \"bdbad527-9fe2-465c-9288-eb654393befb\", \"2336f009-a9b4-4c95-862d-fb83ec516648\", \"dfeebf11-5b79-4070-90f8-b69cd3ccaf82\", \"58887bbd-79ce-4354-8e3a-f0ae150445ef\"], \"total_duration\": 2295.0, \"total_sessions\": 5, \"mean_week_duration\": 15.719}}, {\"66679\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-05 15:10:53.000000+00:00\", \"2021-12-02 09:22:42.000000+00:00\", \"2021-06-06 20:35:26.000000+00:00\"], \"session_ids\": [\"8dce7117-4cdb-4035-a82e-8b069f2bd4c4\", \"7857be38-f5d5-4261-bfc4-671ac9787458\", \"8712c67c-1d6e-47d8-929d-5a0f8a7bd149\"], \"total_duration\": 985.0, \"total_sessions\": 3, \"mean_week_duration\": 12.628}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"63152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-19 22:50:28.000000+00:00\", \"2019-06-12 06:42:56.000000+00:00\", \"2020-07-15 18:45:11.000000+00:00\", \"2019-03-09 17:42:57.000000+00:00\", \"2019-10-31 13:58:09.000000+00:00\"], \"session_ids\": [\"4342bc74-a36e-44b0-8eee-1b92865e9222\", \"bdbad527-9fe2-465c-9288-eb654393befb\", \"2336f009-a9b4-4c95-862d-fb83ec516648\", \"dfeebf11-5b79-4070-90f8-b69cd3ccaf82\", \"58887bbd-79ce-4354-8e3a-f0ae150445ef\"], \"total_duration\": 2295.0, \"total_sessions\": 5, \"mean_week_duration\": 15.719}}, {\"66679\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-05 15:10:53.000000+00:00\", \"2021-12-02 09:22:42.000000+00:00\", \"2021-06-06 20:35:26.000000+00:00\"], \"session_ids\": [\"8dce7117-4cdb-4035-a82e-8b069f2bd4c4\", \"7857be38-f5d5-4261-bfc4-671ac9787458\", \"8712c67c-1d6e-47d8-929d-5a0f8a7bd149\"], \"total_duration\": 985.0, \"total_sessions\": 3, \"mean_week_duration\": 12.628}}]\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[{\"63152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-12-19 22:50:28.000000+00:00\", \"2019-06-12 06:42:56.000000+00:00\", \"2020-07-15 18:45:11.000000+00:00\", \"2019-03-09 17:42:57.000000+00:00\", \"2019-10-31 13:58:09.000000+00:00\"], \"session_ids\": [\"4342bc74-a36e-44b0-8eee-1b92865e9222\", \"bdbad527-9fe2-465c-9288-eb654393befb\", \"2336f009-a9b4-4c95-862d-fb83ec516648\", \"dfeebf11-5b79-4070-90f8-b69cd3ccaf82\", \"58887bbd-79ce-4354-8e3a-f0ae150445ef\"], \"total_duration\": 2295.0, \"total_sessions\": 5, \"mean_week_duration\": 15.719}}, {\"66679\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-05 15:10:53.000000+00:00\", \"2021-12-02 09:22:42.000000+00:00\", \"2021-06-06 20:35:26.000000+00:00\"], \"session_ids\": [\"8dce7117-4cdb-4035-a82e-8b069f2bd4c4\", \"7857be38-f5d5-4261-bfc4-671ac9787458\", \"8712c67c-1d6e-47d8-929d-5a0f8a7bd149\"], \"total_duration\": 985.0, \"total_sessions\": 3, \"mean_week_duration\": 12.628}}]\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": "Could you enlighten me about 8 users who are top users based on app usage time per week , moreover do sorting by time spent on the site in descending also show me only 3 entries."
}
] |
[
{
"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{\"9904\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-25 13:44:55.000000+00:00\", \"2023-05-22 06:57:52.000000+00:00\", \"2019-03-11 23:01:24.000000+00:00\", \"2019-10-31 07:05:33.000000+00:00\"], \"session_ids\": [\"a0989b3d-4da5-4af3-8080-692a5e20e715\", \"8c609c90-1954-4d3f-a7d5-10b1ea3b0db2\", \"b04e4a18-1957-49ac-8e39-dc89d46f540d\", \"6d4d8ae7-72e0-4686-b022-6bf2888044c8\"], \"total_duration\": 201.0, \"total_sessions\": 4, \"mean_week_duration\": 0.918}, \"63987\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-07-01 15:43:40.000000+00:00\", \"2019-10-05 22:39:33.000000+00:00\"], \"session_ids\": [\"fef153dc-ce00-4434-9b15-f8fa6d438ec9\", \"0ec82d37-e3bd-47fa-82d9-aab7e5e7ebd1\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 3.056}, \"41828\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-29 18:43:11.000000+00:00\", \"2020-09-05 02:52:51.000000+00:00\"], \"session_ids\": [\"352d054f-5bf2-4212-9305-b99e52086401\", \"e7f2285c-151c-43eb-90d1-f73ef1785401\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"97637\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-03-17 07:17:37.000000+00:00\", \"2021-04-27 18:38:59.000000+00:00\", \"2020-03-14 10:54:30.000000+00:00\", \"2020-11-22 15:24:37.000000+00:00\", \"2019-03-22 01:27:34.000000+00:00\"], \"session_ids\": [\"722320cf-4ab4-4b7e-ba9a-97a3d09d330b\", \"d4c6d734-9a7b-4e96-b83f-b841a838dd36\", \"5054814f-47e8-4ee6-b198-eb99c1396d69\", \"1cd42020-8ea2-4281-b667-124fcb873315\", \"4a3a3b7e-1b85-42c1-ac37-685cd6c68efe\"], \"total_duration\": 200.0, \"total_sessions\": 5, \"mean_week_duration\": 1.818}, \"97428\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-03 06:23:20.000000+00:00\", \"2019-11-01 08:33:50.000000+00:00\"], \"session_ids\": [\"c8702956-f62c-4a46-b69d-0d5a2a074e2a\", \"6c53f33f-5db6-4672-a400-682fac8a7728\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 59.2}, \"81762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-12-26 14:26:34.000000+00:00\", \"2021-10-04 04:08:47.000000+00:00\"], \"session_ids\": [\"a68bc0de-04ba-4d11-a7d6-47697f6f44c9\", \"41689843-56c9-4deb-b975-1dc4b0c3ef34\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 30.833}, \"84902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-20 11:57:32.000000+00:00\", \"2020-10-31 11:51:37.000000+00:00\"], \"session_ids\": [\"b9898c65-18af-433c-855b-fefc709084ef\", \"706d615f-f12d-4d2f-a73d-b06dc9511888\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.699}, \"38362\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-12-09 14:13:54.000000+00:00\", \"2019-07-26 22:53:12.000000+00:00\", \"2020-11-04 05:35:30.000000+00:00\"], \"session_ids\": [\"0b8bbb43-e5ef-470d-bae6-fc2a2659b851\", \"a84ac7fa-e747-4f0f-be1d-a47cd0735eb4\", \"30d3ede3-b42a-4a3f-b659-65fd1b6d7634\"], \"total_duration\": 400.0, \"total_sessions\": 3, \"mean_week_duration\": 5.556}, \"95754\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-22 21:22:00.000000+00:00\", \"2020-03-28 08:26:10.000000+00:00\", \"2020-12-20 06:01:02.000000+00:00\"], \"session_ids\": [\"82ea3c1f-5387-455f-91a4-a0e83a3810a6\", \"84e83a6d-ead3-4573-815d-a6a748311d20\", \"d0e8b54f-1706-495f-b50c-06382cd8f9f3\"], \"total_duration\": 958.0, \"total_sessions\": 3, \"mean_week_duration\": 15.705}, \"57066\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-01-29 10:32:17.000000+00:00\", \"2019-01-23 08:02:24.000000+00:00\"], \"session_ids\": [\"14626c9a-60cd-4c77-888a-e9a3ba1bb114\", \"acf391cc-9af7-464c-9f7b-bd130a82e46c\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 8 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97428\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-03 06:23:20.000000+00:00\", \"2019-11-01 08:33:50.000000+00:00\"], \"session_ids\": [\"c8702956-f62c-4a46-b69d-0d5a2a074e2a\", \"6c53f33f-5db6-4672-a400-682fac8a7728\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 59.2}}, {\"81762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-12-26 14:26:34.000000+00:00\", \"2021-10-04 04:08:47.000000+00:00\"], \"session_ids\": [\"a68bc0de-04ba-4d11-a7d6-47697f6f44c9\", \"41689843-56c9-4deb-b975-1dc4b0c3ef34\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 30.833}}, {\"95754\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-22 21:22:00.000000+00:00\", \"2020-03-28 08:26:10.000000+00:00\", \"2020-12-20 06:01:02.000000+00:00\"], \"session_ids\": [\"82ea3c1f-5387-455f-91a4-a0e83a3810a6\", \"84e83a6d-ead3-4573-815d-a6a748311d20\", \"d0e8b54f-1706-495f-b50c-06382cd8f9f3\"], \"total_duration\": 958.0, \"total_sessions\": 3, \"mean_week_duration\": 15.705}}, {\"38362\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-12-09 14:13:54.000000+00:00\", \"2019-07-26 22:53:12.000000+00:00\", \"2020-11-04 05:35:30.000000+00:00\"], \"session_ids\": [\"0b8bbb43-e5ef-470d-bae6-fc2a2659b851\", \"a84ac7fa-e747-4f0f-be1d-a47cd0735eb4\", \"30d3ede3-b42a-4a3f-b659-65fd1b6d7634\"], \"total_duration\": 400.0, \"total_sessions\": 3, \"mean_week_duration\": 5.556}}, {\"63987\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-07-01 15:43:40.000000+00:00\", \"2019-10-05 22:39:33.000000+00:00\"], \"session_ids\": [\"fef153dc-ce00-4434-9b15-f8fa6d438ec9\", \"0ec82d37-e3bd-47fa-82d9-aab7e5e7ebd1\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 3.056}}, {\"41828\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-29 18:43:11.000000+00:00\", \"2020-09-05 02:52:51.000000+00:00\"], \"session_ids\": [\"352d054f-5bf2-4212-9305-b99e52086401\", \"e7f2285c-151c-43eb-90d1-f73ef1785401\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}, {\"84902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-20 11:57:32.000000+00:00\", \"2020-10-31 11:51:37.000000+00:00\"], \"session_ids\": [\"b9898c65-18af-433c-855b-fefc709084ef\", \"706d615f-f12d-4d2f-a73d-b06dc9511888\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.699}}, {\"97637\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-03-17 07:17:37.000000+00:00\", \"2021-04-27 18:38:59.000000+00:00\", \"2020-03-14 10:54:30.000000+00:00\", \"2020-11-22 15:24:37.000000+00:00\", \"2019-03-22 01:27:34.000000+00:00\"], \"session_ids\": [\"722320cf-4ab4-4b7e-ba9a-97a3d09d330b\", \"d4c6d734-9a7b-4e96-b83f-b841a838dd36\", \"5054814f-47e8-4ee6-b198-eb99c1396d69\", \"1cd42020-8ea2-4281-b667-124fcb873315\", \"4a3a3b7e-1b85-42c1-ac37-685cd6c68efe\"], \"total_duration\": 200.0, \"total_sessions\": 5, \"mean_week_duration\": 1.818}}]\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[{\"95754\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-22 21:22:00.000000+00:00\", \"2020-03-28 08:26:10.000000+00:00\", \"2020-12-20 06:01:02.000000+00:00\"], \"session_ids\": [\"82ea3c1f-5387-455f-91a4-a0e83a3810a6\", \"84e83a6d-ead3-4573-815d-a6a748311d20\", \"d0e8b54f-1706-495f-b50c-06382cd8f9f3\"], \"total_duration\": 958.0, \"total_sessions\": 3, \"mean_week_duration\": 15.705}}, {\"63987\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-07-01 15:43:40.000000+00:00\", \"2019-10-05 22:39:33.000000+00:00\"], \"session_ids\": [\"fef153dc-ce00-4434-9b15-f8fa6d438ec9\", \"0ec82d37-e3bd-47fa-82d9-aab7e5e7ebd1\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 3.056}}, {\"38362\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-12-09 14:13:54.000000+00:00\", \"2019-07-26 22:53:12.000000+00:00\", \"2020-11-04 05:35:30.000000+00:00\"], \"session_ids\": [\"0b8bbb43-e5ef-470d-bae6-fc2a2659b851\", \"a84ac7fa-e747-4f0f-be1d-a47cd0735eb4\", \"30d3ede3-b42a-4a3f-b659-65fd1b6d7634\"], \"total_duration\": 400.0, \"total_sessions\": 3, \"mean_week_duration\": 5.556}}, {\"81762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-12-26 14:26:34.000000+00:00\", \"2021-10-04 04:08:47.000000+00:00\"], \"session_ids\": [\"a68bc0de-04ba-4d11-a7d6-47697f6f44c9\", \"41689843-56c9-4deb-b975-1dc4b0c3ef34\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 30.833}}, {\"97428\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-03 06:23:20.000000+00:00\", \"2019-11-01 08:33:50.000000+00:00\"], \"session_ids\": [\"c8702956-f62c-4a46-b69d-0d5a2a074e2a\", \"6c53f33f-5db6-4672-a400-682fac8a7728\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 59.2}}, {\"84902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-20 11:57:32.000000+00:00\", \"2020-10-31 11:51:37.000000+00:00\"], \"session_ids\": [\"b9898c65-18af-433c-855b-fefc709084ef\", \"706d615f-f12d-4d2f-a73d-b06dc9511888\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 2.699}}, {\"97637\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-03-17 07:17:37.000000+00:00\", \"2021-04-27 18:38:59.000000+00:00\", \"2020-03-14 10:54:30.000000+00:00\", \"2020-11-22 15:24:37.000000+00:00\", \"2019-03-22 01:27:34.000000+00:00\"], \"session_ids\": [\"722320cf-4ab4-4b7e-ba9a-97a3d09d330b\", \"d4c6d734-9a7b-4e96-b83f-b841a838dd36\", \"5054814f-47e8-4ee6-b198-eb99c1396d69\", \"1cd42020-8ea2-4281-b667-124fcb873315\", \"4a3a3b7e-1b85-42c1-ac37-685cd6c68efe\"], \"total_duration\": 200.0, \"total_sessions\": 5, \"mean_week_duration\": 1.818}}, {\"41828\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-29 18:43:11.000000+00:00\", \"2020-09-05 02:52:51.000000+00:00\"], \"session_ids\": [\"352d054f-5bf2-4212-9305-b99e52086401\", \"e7f2285c-151c-43eb-90d1-f73ef1785401\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}]\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[{\"95754\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-22 21:22:00.000000+00:00\", \"2020-03-28 08:26:10.000000+00:00\", \"2020-12-20 06:01:02.000000+00:00\"], \"session_ids\": [\"82ea3c1f-5387-455f-91a4-a0e83a3810a6\", \"84e83a6d-ead3-4573-815d-a6a748311d20\", \"d0e8b54f-1706-495f-b50c-06382cd8f9f3\"], \"total_duration\": 958.0, \"total_sessions\": 3, \"mean_week_duration\": 15.705}}, {\"63987\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-07-01 15:43:40.000000+00:00\", \"2019-10-05 22:39:33.000000+00:00\"], \"session_ids\": [\"fef153dc-ce00-4434-9b15-f8fa6d438ec9\", \"0ec82d37-e3bd-47fa-82d9-aab7e5e7ebd1\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 3.056}}, {\"38362\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-12-09 14:13:54.000000+00:00\", \"2019-07-26 22:53:12.000000+00:00\", \"2020-11-04 05:35:30.000000+00:00\"], \"session_ids\": [\"0b8bbb43-e5ef-470d-bae6-fc2a2659b851\", \"a84ac7fa-e747-4f0f-be1d-a47cd0735eb4\", \"30d3ede3-b42a-4a3f-b659-65fd1b6d7634\"], \"total_duration\": 400.0, \"total_sessions\": 3, \"mean_week_duration\": 5.556}}]\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[{\"95754\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-22 21:22:00.000000+00:00\", \"2020-03-28 08:26:10.000000+00:00\", \"2020-12-20 06:01:02.000000+00:00\"], \"session_ids\": [\"82ea3c1f-5387-455f-91a4-a0e83a3810a6\", \"84e83a6d-ead3-4573-815d-a6a748311d20\", \"d0e8b54f-1706-495f-b50c-06382cd8f9f3\"], \"total_duration\": 958.0, \"total_sessions\": 3, \"mean_week_duration\": 15.705}}, {\"63987\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-07-01 15:43:40.000000+00:00\", \"2019-10-05 22:39:33.000000+00:00\"], \"session_ids\": [\"fef153dc-ce00-4434-9b15-f8fa6d438ec9\", \"0ec82d37-e3bd-47fa-82d9-aab7e5e7ebd1\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 3.056}}, {\"38362\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-12-09 14:13:54.000000+00:00\", \"2019-07-26 22:53:12.000000+00:00\", \"2020-11-04 05:35:30.000000+00:00\"], \"session_ids\": [\"0b8bbb43-e5ef-470d-bae6-fc2a2659b851\", \"a84ac7fa-e747-4f0f-be1d-a47cd0735eb4\", \"30d3ede3-b42a-4a3f-b659-65fd1b6d7634\"], \"total_duration\": 400.0, \"total_sessions\": 3, \"mean_week_duration\": 5.556}}]\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": "Share insights on 4 users who aren't currently living in city Zurich + implement sorting by town center name decliningly."
}
] |
[
{
"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{\"13557\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-07 18:43:22.000000+00:00\", \"2020-02-13 22:29:39.000000+00:00\"], \"session_ids\": [\"8526c6cc-eee5-40ae-aad8-15a53ab27119\", \"98fcaef0-2724-40fa-9a1e-61d803b30908\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}, \"97879\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-13 23:42:58.000000+00:00\", \"2023-06-25 10:10:19.000000+00:00\"], \"session_ids\": [\"aa0742ed-ae5e-4e45-9172-0c78ee4f9f14\", \"86f16b75-d2a3-4ade-82fb-15fd7a56f6a8\"], \"total_duration\": 323.0, \"total_sessions\": 2, \"mean_week_duration\": 3.473}, \"62592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-30 01:46:08.000000+00:00\", \"2020-09-16 09:51:35.000000+00:00\", \"2022-08-23 20:05:38.000000+00:00\", \"2020-09-19 12:42:29.000000+00:00\", \"2020-11-13 04:32:25.000000+00:00\", \"2022-09-19 23:48:46.000000+00:00\"], \"session_ids\": [\"6bf3fd46-dd3a-44e9-80ce-18e1fbf6aaf2\", \"9e6b7086-88b8-4c12-9092-10500e317f1f\", \"b5719dbe-531a-436a-8aaa-b99d1dd66b22\", \"6bcc5694-9447-470c-8381-e45a7002bffe\", \"9871b258-afe2-4088-8ee9-0e229aec1437\", \"2c21bf32-f41e-4b9d-a676-eaa3e86e0af4\"], \"total_duration\": 1403.0, \"total_sessions\": 6, \"mean_week_duration\": 11.692}, \"81572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-17 17:09:08.000000+00:00\", \"2020-10-13 21:50:58.000000+00:00\"], \"session_ids\": [\"cda3cfdd-47f6-408c-afb5-13f7b04fb176\", \"4b53d8a3-5efd-470c-a160-3652c7325d71\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 3.203}, \"88955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-16 19:10:11.000000+00:00\", \"2020-07-22 07:19:34.000000+00:00\", \"2019-03-11 16:28:15.000000+00:00\", \"2022-02-16 11:29:19.000000+00:00\", \"2021-09-20 07:33:40.000000+00:00\", \"2021-02-19 00:26:04.000000+00:00\", \"2019-12-01 23:54:56.000000+00:00\", \"2022-02-28 17:04:17.000000+00:00\"], \"session_ids\": [\"34ec1586-3469-4dde-accd-8ec57c1e57ab\", \"0af957c4-f0a0-4488-8ff6-58be533bac70\", \"1f1a67d9-a277-4eb1-a168-554482c2e1e5\", \"cd539149-f4bb-4a1d-bcfc-958854957e8b\", \"799d8e29-61fe-4a74-938c-c9af5582b288\", \"507206f8-0e80-43aa-bb35-6cfeafabecf7\", \"d3b4e22f-aaad-4931-9153-043c9da82ff8\", \"25e2b143-19b6-483f-8b53-e99284f28237\"], \"total_duration\": 1894.0, \"total_sessions\": 8, \"mean_week_duration\": 12.219}, \"81192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-10 12:43:17.000000+00:00\", \"2023-03-15 13:36:23.000000+00:00\"], \"session_ids\": [\"73bb147b-5118-46bf-8098-7dfe8241b445\", \"5bb42256-795d-4776-8e8f-5804ec2745dd\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 3.571}, \"52359\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-03-30 06:06:24.000000+00:00\", \"2021-12-30 18:27:39.000000+00:00\", \"2021-01-04 05:56:07.000000+00:00\", \"2020-05-09 04:10:29.000000+00:00\", \"2020-04-07 22:00:56.000000+00:00\", \"2020-11-14 05:35:58.000000+00:00\", \"2020-10-26 03:58:35.000000+00:00\"], \"session_ids\": [\"93a95b1f-2967-46b8-883d-79219eada714\", \"9a9419b1-6739-4cc7-b8a9-973c83ab9ac0\", \"6aeeb63c-f183-48f1-a464-46c585d7ff1b\", \"e9434160-2e09-4f44-851b-279f8f7160aa\", \"2411040b-1776-4e76-9b62-81cd00959bbe\", \"05595b7c-de49-460e-8388-a8c1f238ba46\", \"06e7644d-12d3-4a5d-b207-08c9d5500109\"], \"total_duration\": 6634.0, \"total_sessions\": 7, \"mean_week_duration\": 42.526}, \"43973\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-04-21 12:29:39.000000+00:00\", \"2021-05-11 02:53:21.000000+00:00\", \"2022-02-27 03:08:42.000000+00:00\"], \"session_ids\": [\"75cdf037-409d-4b4c-982a-cfea553565d7\", \"6d7f0b2a-5c3c-4a94-a5e5-b62060d2bf95\", \"f57a8b86-0bae-4f06-8aa1-ee5901bc85d9\"], \"total_duration\": 732.0, \"total_sessions\": 3, \"mean_week_duration\": 7.176}, \"59146\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-26 14:51:04.000000+00:00\", \"2022-03-16 04:52:43.000000+00:00\", \"2021-06-04 09:54:03.000000+00:00\", \"2019-02-13 07:11:59.000000+00:00\", \"2019-06-20 18:26:42.000000+00:00\", \"2022-10-28 21:24:13.000000+00:00\", \"2019-09-19 11:12:32.000000+00:00\"], \"session_ids\": [\"d3e7a6da-158e-4d90-8ebc-357160a764c7\", \"969ef5a5-e588-4e41-94fa-e6c89e07468a\", \"b821e168-2c91-4b54-90bb-55c14083b37b\", \"5c20e9fa-a0b1-4d7d-bdda-1cf1391b0101\", \"19bc148f-60d5-46b9-b503-c9a1aa2da476\", \"8ecf75e1-de44-4e56-a160-901e818d8291\", \"b0442b36-40a6-4d88-b102-7dff636b0b85\"], \"total_duration\": 3944.0, \"total_sessions\": 7, \"mean_week_duration\": 20.33}, \"6421\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-15 12:46:21.000000+00:00\", \"2019-04-08 22:57:13.000000+00:00\"], \"session_ids\": [\"404e8812-5579-42d9-aeb4-1e42d12d6659\", \"560ee584-f746-4141-b5ed-2a38a526905c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Zurich"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Zurich\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13557\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-07 18:43:22.000000+00:00\", \"2020-02-13 22:29:39.000000+00:00\"], \"session_ids\": [\"8526c6cc-eee5-40ae-aad8-15a53ab27119\", \"98fcaef0-2724-40fa-9a1e-61d803b30908\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}, \"97879\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-13 23:42:58.000000+00:00\", \"2023-06-25 10:10:19.000000+00:00\"], \"session_ids\": [\"aa0742ed-ae5e-4e45-9172-0c78ee4f9f14\", \"86f16b75-d2a3-4ade-82fb-15fd7a56f6a8\"], \"total_duration\": 323.0, \"total_sessions\": 2, \"mean_week_duration\": 3.473}, \"62592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-30 01:46:08.000000+00:00\", \"2020-09-16 09:51:35.000000+00:00\", \"2022-08-23 20:05:38.000000+00:00\", \"2020-09-19 12:42:29.000000+00:00\", \"2020-11-13 04:32:25.000000+00:00\", \"2022-09-19 23:48:46.000000+00:00\"], \"session_ids\": [\"6bf3fd46-dd3a-44e9-80ce-18e1fbf6aaf2\", \"9e6b7086-88b8-4c12-9092-10500e317f1f\", \"b5719dbe-531a-436a-8aaa-b99d1dd66b22\", \"6bcc5694-9447-470c-8381-e45a7002bffe\", \"9871b258-afe2-4088-8ee9-0e229aec1437\", \"2c21bf32-f41e-4b9d-a676-eaa3e86e0af4\"], \"total_duration\": 1403.0, \"total_sessions\": 6, \"mean_week_duration\": 11.692}, \"81572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-17 17:09:08.000000+00:00\", \"2020-10-13 21:50:58.000000+00:00\"], \"session_ids\": [\"cda3cfdd-47f6-408c-afb5-13f7b04fb176\", \"4b53d8a3-5efd-470c-a160-3652c7325d71\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 3.203}, \"88955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-16 19:10:11.000000+00:00\", \"2020-07-22 07:19:34.000000+00:00\", \"2019-03-11 16:28:15.000000+00:00\", \"2022-02-16 11:29:19.000000+00:00\", \"2021-09-20 07:33:40.000000+00:00\", \"2021-02-19 00:26:04.000000+00:00\", \"2019-12-01 23:54:56.000000+00:00\", \"2022-02-28 17:04:17.000000+00:00\"], \"session_ids\": [\"34ec1586-3469-4dde-accd-8ec57c1e57ab\", \"0af957c4-f0a0-4488-8ff6-58be533bac70\", \"1f1a67d9-a277-4eb1-a168-554482c2e1e5\", \"cd539149-f4bb-4a1d-bcfc-958854957e8b\", \"799d8e29-61fe-4a74-938c-c9af5582b288\", \"507206f8-0e80-43aa-bb35-6cfeafabecf7\", \"d3b4e22f-aaad-4931-9153-043c9da82ff8\", \"25e2b143-19b6-483f-8b53-e99284f28237\"], \"total_duration\": 1894.0, \"total_sessions\": 8, \"mean_week_duration\": 12.219}, \"81192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-10 12:43:17.000000+00:00\", \"2023-03-15 13:36:23.000000+00:00\"], \"session_ids\": [\"73bb147b-5118-46bf-8098-7dfe8241b445\", \"5bb42256-795d-4776-8e8f-5804ec2745dd\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 3.571}, \"52359\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-03-30 06:06:24.000000+00:00\", \"2021-12-30 18:27:39.000000+00:00\", \"2021-01-04 05:56:07.000000+00:00\", \"2020-05-09 04:10:29.000000+00:00\", \"2020-04-07 22:00:56.000000+00:00\", \"2020-11-14 05:35:58.000000+00:00\", \"2020-10-26 03:58:35.000000+00:00\"], \"session_ids\": [\"93a95b1f-2967-46b8-883d-79219eada714\", \"9a9419b1-6739-4cc7-b8a9-973c83ab9ac0\", \"6aeeb63c-f183-48f1-a464-46c585d7ff1b\", \"e9434160-2e09-4f44-851b-279f8f7160aa\", \"2411040b-1776-4e76-9b62-81cd00959bbe\", \"05595b7c-de49-460e-8388-a8c1f238ba46\", \"06e7644d-12d3-4a5d-b207-08c9d5500109\"], \"total_duration\": 6634.0, \"total_sessions\": 7, \"mean_week_duration\": 42.526}, \"43973\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-04-21 12:29:39.000000+00:00\", \"2021-05-11 02:53:21.000000+00:00\", \"2022-02-27 03:08:42.000000+00:00\"], \"session_ids\": [\"75cdf037-409d-4b4c-982a-cfea553565d7\", \"6d7f0b2a-5c3c-4a94-a5e5-b62060d2bf95\", \"f57a8b86-0bae-4f06-8aa1-ee5901bc85d9\"], \"total_duration\": 732.0, \"total_sessions\": 3, \"mean_week_duration\": 7.176}, \"59146\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-26 14:51:04.000000+00:00\", \"2022-03-16 04:52:43.000000+00:00\", \"2021-06-04 09:54:03.000000+00:00\", \"2019-02-13 07:11:59.000000+00:00\", \"2019-06-20 18:26:42.000000+00:00\", \"2022-10-28 21:24:13.000000+00:00\", \"2019-09-19 11:12:32.000000+00:00\"], \"session_ids\": [\"d3e7a6da-158e-4d90-8ebc-357160a764c7\", \"969ef5a5-e588-4e41-94fa-e6c89e07468a\", \"b821e168-2c91-4b54-90bb-55c14083b37b\", \"5c20e9fa-a0b1-4d7d-bdda-1cf1391b0101\", \"19bc148f-60d5-46b9-b503-c9a1aa2da476\", \"8ecf75e1-de44-4e56-a160-901e818d8291\", \"b0442b36-40a6-4d88-b102-7dff636b0b85\"], \"total_duration\": 3944.0, \"total_sessions\": 7, \"mean_week_duration\": 20.33}, \"6421\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-15 12:46:21.000000+00:00\", \"2019-04-08 22:57:13.000000+00:00\"], \"session_ids\": [\"404e8812-5579-42d9-aeb4-1e42d12d6659\", \"560ee584-f746-4141-b5ed-2a38a526905c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"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[{\"13557\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-07 18:43:22.000000+00:00\", \"2020-02-13 22:29:39.000000+00:00\"], \"session_ids\": [\"8526c6cc-eee5-40ae-aad8-15a53ab27119\", \"98fcaef0-2724-40fa-9a1e-61d803b30908\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}}, {\"81572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-17 17:09:08.000000+00:00\", \"2020-10-13 21:50:58.000000+00:00\"], \"session_ids\": [\"cda3cfdd-47f6-408c-afb5-13f7b04fb176\", \"4b53d8a3-5efd-470c-a160-3652c7325d71\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 3.203}}, {\"52359\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-03-30 06:06:24.000000+00:00\", \"2021-12-30 18:27:39.000000+00:00\", \"2021-01-04 05:56:07.000000+00:00\", \"2020-05-09 04:10:29.000000+00:00\", \"2020-04-07 22:00:56.000000+00:00\", \"2020-11-14 05:35:58.000000+00:00\", \"2020-10-26 03:58:35.000000+00:00\"], \"session_ids\": [\"93a95b1f-2967-46b8-883d-79219eada714\", \"9a9419b1-6739-4cc7-b8a9-973c83ab9ac0\", \"6aeeb63c-f183-48f1-a464-46c585d7ff1b\", \"e9434160-2e09-4f44-851b-279f8f7160aa\", \"2411040b-1776-4e76-9b62-81cd00959bbe\", \"05595b7c-de49-460e-8388-a8c1f238ba46\", \"06e7644d-12d3-4a5d-b207-08c9d5500109\"], \"total_duration\": 6634.0, \"total_sessions\": 7, \"mean_week_duration\": 42.526}}, {\"6421\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-15 12:46:21.000000+00:00\", \"2019-04-08 22:57:13.000000+00:00\"], \"session_ids\": [\"404e8812-5579-42d9-aeb4-1e42d12d6659\", \"560ee584-f746-4141-b5ed-2a38a526905c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}, {\"88955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-16 19:10:11.000000+00:00\", \"2020-07-22 07:19:34.000000+00:00\", \"2019-03-11 16:28:15.000000+00:00\", \"2022-02-16 11:29:19.000000+00:00\", \"2021-09-20 07:33:40.000000+00:00\", \"2021-02-19 00:26:04.000000+00:00\", \"2019-12-01 23:54:56.000000+00:00\", \"2022-02-28 17:04:17.000000+00:00\"], \"session_ids\": [\"34ec1586-3469-4dde-accd-8ec57c1e57ab\", \"0af957c4-f0a0-4488-8ff6-58be533bac70\", \"1f1a67d9-a277-4eb1-a168-554482c2e1e5\", \"cd539149-f4bb-4a1d-bcfc-958854957e8b\", \"799d8e29-61fe-4a74-938c-c9af5582b288\", \"507206f8-0e80-43aa-bb35-6cfeafabecf7\", \"d3b4e22f-aaad-4931-9153-043c9da82ff8\", \"25e2b143-19b6-483f-8b53-e99284f28237\"], \"total_duration\": 1894.0, \"total_sessions\": 8, \"mean_week_duration\": 12.219}}, {\"43973\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-04-21 12:29:39.000000+00:00\", \"2021-05-11 02:53:21.000000+00:00\", \"2022-02-27 03:08:42.000000+00:00\"], \"session_ids\": [\"75cdf037-409d-4b4c-982a-cfea553565d7\", \"6d7f0b2a-5c3c-4a94-a5e5-b62060d2bf95\", \"f57a8b86-0bae-4f06-8aa1-ee5901bc85d9\"], \"total_duration\": 732.0, \"total_sessions\": 3, \"mean_week_duration\": 7.176}}, {\"62592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-30 01:46:08.000000+00:00\", \"2020-09-16 09:51:35.000000+00:00\", \"2022-08-23 20:05:38.000000+00:00\", \"2020-09-19 12:42:29.000000+00:00\", \"2020-11-13 04:32:25.000000+00:00\", \"2022-09-19 23:48:46.000000+00:00\"], \"session_ids\": [\"6bf3fd46-dd3a-44e9-80ce-18e1fbf6aaf2\", \"9e6b7086-88b8-4c12-9092-10500e317f1f\", \"b5719dbe-531a-436a-8aaa-b99d1dd66b22\", \"6bcc5694-9447-470c-8381-e45a7002bffe\", \"9871b258-afe2-4088-8ee9-0e229aec1437\", \"2c21bf32-f41e-4b9d-a676-eaa3e86e0af4\"], \"total_duration\": 1403.0, \"total_sessions\": 6, \"mean_week_duration\": 11.692}}, {\"81192\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-10 12:43:17.000000+00:00\", \"2023-03-15 13:36:23.000000+00:00\"], \"session_ids\": [\"73bb147b-5118-46bf-8098-7dfe8241b445\", \"5bb42256-795d-4776-8e8f-5804ec2745dd\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 3.571}}, {\"97879\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-09-13 23:42:58.000000+00:00\", \"2023-06-25 10:10:19.000000+00:00\"], \"session_ids\": [\"aa0742ed-ae5e-4e45-9172-0c78ee4f9f14\", \"86f16b75-d2a3-4ade-82fb-15fd7a56f6a8\"], \"total_duration\": 323.0, \"total_sessions\": 2, \"mean_week_duration\": 3.473}}, {\"59146\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-26 14:51:04.000000+00:00\", \"2022-03-16 04:52:43.000000+00:00\", \"2021-06-04 09:54:03.000000+00:00\", \"2019-02-13 07:11:59.000000+00:00\", \"2019-06-20 18:26:42.000000+00:00\", \"2022-10-28 21:24:13.000000+00:00\", \"2019-09-19 11:12:32.000000+00:00\"], \"session_ids\": [\"d3e7a6da-158e-4d90-8ebc-357160a764c7\", \"969ef5a5-e588-4e41-94fa-e6c89e07468a\", \"b821e168-2c91-4b54-90bb-55c14083b37b\", \"5c20e9fa-a0b1-4d7d-bdda-1cf1391b0101\", \"19bc148f-60d5-46b9-b503-c9a1aa2da476\", \"8ecf75e1-de44-4e56-a160-901e818d8291\", \"b0442b36-40a6-4d88-b102-7dff636b0b85\"], \"total_duration\": 3944.0, \"total_sessions\": 7, \"mean_week_duration\": 20.33}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13557\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-07 18:43:22.000000+00:00\", \"2020-02-13 22:29:39.000000+00:00\"], \"session_ids\": [\"8526c6cc-eee5-40ae-aad8-15a53ab27119\", \"98fcaef0-2724-40fa-9a1e-61d803b30908\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}}, {\"81572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-17 17:09:08.000000+00:00\", \"2020-10-13 21:50:58.000000+00:00\"], \"session_ids\": [\"cda3cfdd-47f6-408c-afb5-13f7b04fb176\", \"4b53d8a3-5efd-470c-a160-3652c7325d71\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 3.203}}, {\"52359\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-03-30 06:06:24.000000+00:00\", \"2021-12-30 18:27:39.000000+00:00\", \"2021-01-04 05:56:07.000000+00:00\", \"2020-05-09 04:10:29.000000+00:00\", \"2020-04-07 22:00:56.000000+00:00\", \"2020-11-14 05:35:58.000000+00:00\", \"2020-10-26 03:58:35.000000+00:00\"], \"session_ids\": [\"93a95b1f-2967-46b8-883d-79219eada714\", \"9a9419b1-6739-4cc7-b8a9-973c83ab9ac0\", \"6aeeb63c-f183-48f1-a464-46c585d7ff1b\", \"e9434160-2e09-4f44-851b-279f8f7160aa\", \"2411040b-1776-4e76-9b62-81cd00959bbe\", \"05595b7c-de49-460e-8388-a8c1f238ba46\", \"06e7644d-12d3-4a5d-b207-08c9d5500109\"], \"total_duration\": 6634.0, \"total_sessions\": 7, \"mean_week_duration\": 42.526}}, {\"6421\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-15 12:46:21.000000+00:00\", \"2019-04-08 22:57:13.000000+00:00\"], \"session_ids\": [\"404e8812-5579-42d9-aeb4-1e42d12d6659\", \"560ee584-f746-4141-b5ed-2a38a526905c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}]\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[{\"13557\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-07 18:43:22.000000+00:00\", \"2020-02-13 22:29:39.000000+00:00\"], \"session_ids\": [\"8526c6cc-eee5-40ae-aad8-15a53ab27119\", \"98fcaef0-2724-40fa-9a1e-61d803b30908\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}}, {\"81572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-17 17:09:08.000000+00:00\", \"2020-10-13 21:50:58.000000+00:00\"], \"session_ids\": [\"cda3cfdd-47f6-408c-afb5-13f7b04fb176\", \"4b53d8a3-5efd-470c-a160-3652c7325d71\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 3.203}}, {\"52359\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-03-30 06:06:24.000000+00:00\", \"2021-12-30 18:27:39.000000+00:00\", \"2021-01-04 05:56:07.000000+00:00\", \"2020-05-09 04:10:29.000000+00:00\", \"2020-04-07 22:00:56.000000+00:00\", \"2020-11-14 05:35:58.000000+00:00\", \"2020-10-26 03:58:35.000000+00:00\"], \"session_ids\": [\"93a95b1f-2967-46b8-883d-79219eada714\", \"9a9419b1-6739-4cc7-b8a9-973c83ab9ac0\", \"6aeeb63c-f183-48f1-a464-46c585d7ff1b\", \"e9434160-2e09-4f44-851b-279f8f7160aa\", \"2411040b-1776-4e76-9b62-81cd00959bbe\", \"05595b7c-de49-460e-8388-a8c1f238ba46\", \"06e7644d-12d3-4a5d-b207-08c9d5500109\"], \"total_duration\": 6634.0, \"total_sessions\": 7, \"mean_week_duration\": 42.526}}, {\"6421\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-15 12:46:21.000000+00:00\", \"2019-04-08 22:57:13.000000+00:00\"], \"session_ids\": [\"404e8812-5579-42d9-aeb4-1e42d12d6659\", \"560ee584-f746-4141-b5ed-2a38a526905c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 0.911}}]\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 want to know about user whose average week duration is bigger than 11 (not including) , do sorting by duration summation in desc order , moreover provide me only with 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{\"4098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-04 04:49:39.000000+00:00\", \"2021-06-30 03:37:51.000000+00:00\"], \"session_ids\": [\"f3919b9c-c1d1-4a91-9e8d-423a702c7024\", \"3e37789b-7635-42d5-982e-2dc59b42cbf9\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}, \"18625\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-20 23:47:46.000000+00:00\", \"2020-06-04 05:06:49.000000+00:00\", \"2022-04-30 11:53:52.000000+00:00\", \"2019-11-25 19:54:29.000000+00:00\"], \"session_ids\": [\"5e1e3254-69cd-4457-b875-b3cac44343d3\", \"b7416733-e9de-4617-9d98-1697a86508a7\", \"17809d84-fa76-419f-b515-0706b345f998\", \"f4253665-d71b-409c-92e4-9d69ba853a50\"], \"total_duration\": 1257.0, \"total_sessions\": 4, \"mean_week_duration\": 9.898}, \"92556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-30 13:31:58.000000+00:00\", \"2021-08-09 21:01:30.000000+00:00\", \"2022-10-14 00:06:24.000000+00:00\", \"2021-12-22 13:03:57.000000+00:00\", \"2020-03-23 11:14:16.000000+00:00\", \"2021-04-29 21:26:53.000000+00:00\", \"2019-12-04 00:21:34.000000+00:00\"], \"session_ids\": [\"370c482f-08d2-4c35-a90e-72fd401a8c45\", \"1e562814-df6b-43b0-88ff-8ee7a7e3a141\", \"88677e95-c9b0-4113-9fdb-4fea21b5426f\", \"e83fcb3f-11f4-44bf-931f-975136593444\", \"fc34489e-9cd4-400c-8dde-1ad267a26045\", \"a216db37-beef-4e16-8739-50cfe253c857\", \"cadfed18-86b1-44bc-b53b-a38c87648f3a\"], \"total_duration\": 1926.0, \"total_sessions\": 7, \"mean_week_duration\": 12.671}, \"77011\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-14 18:45:52.000000+00:00\", \"2019-07-23 17:03:51.000000+00:00\"], \"session_ids\": [\"900bfcc6-969c-402b-b41a-b58c2d60ad01\", \"178493e2-bfb0-4e89-932c-9586fb54fcd3\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 3.372}, \"75702\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-25 00:25:30.000000+00:00\", \"2023-03-02 02:22:40.000000+00:00\"], \"session_ids\": [\"f6b3a9c5-314c-4e37-836c-d3ce44afdf70\", \"92f8846b-4725-4d42-bb0e-7fae732e9c71\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 1.976}, \"89954\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-12-27 03:28:06.000000+00:00\", \"2021-02-01 02:41:47.000000+00:00\", \"2022-01-31 10:14:06.000000+00:00\", \"2019-04-22 15:25:51.000000+00:00\", \"2020-01-11 10:12:28.000000+00:00\", \"2020-07-18 23:13:02.000000+00:00\", \"2020-12-13 18:55:03.000000+00:00\"], \"session_ids\": [\"d43cc37e-feb1-4d42-8997-75f8f691b729\", \"3687ded1-fb4f-46f8-98a1-9a3c25569c3d\", \"caa7bf28-6944-46c6-a8c1-e1693bdb2850\", \"21635bcb-9b25-4f8b-bbb5-8955498dab68\", \"79282813-9368-4ced-8980-fb024ea71a50\", \"69912e01-46f3-4e70-8d64-c8101cf641ad\", \"a033e508-4666-4e93-93fc-ab8da1abe672\"], \"total_duration\": 1153.0, \"total_sessions\": 7, \"mean_week_duration\": 6.005}, \"64106\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-10 05:41:26.000000+00:00\", \"2021-04-13 22:25:42.000000+00:00\"], \"session_ids\": [\"845b5034-4665-47c9-a1b5-a443666ab8db\", \"6a1c0ab9-f3b0-42b3-b81a-b6bdc8fa93b7\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.67}, \"54804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-13 19:18:22.000000+00:00\", \"2020-07-01 02:04:59.000000+00:00\"], \"session_ids\": [\"967087a7-3d37-4ffe-9ef4-3a49b317f542\", \"32f29777-b86c-4887-9b4e-4c6b3fd0bc76\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.74}, \"96962\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-03-10 17:12:11.000000+00:00\", \"2023-06-18 12:16:37.000000+00:00\"], \"session_ids\": [\"f63d7a00-7882-4956-97b8-1078bf07f36a\", \"3b7d2088-1e05-4670-abf3-b365783f0366\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.353}, \"69413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-11 14:26:01.000000+00:00\", \"2021-12-13 09:25:26.000000+00:00\", \"2021-01-23 18:46:15.000000+00:00\", \"2022-01-05 02:50:01.000000+00:00\", \"2022-12-17 00:26:57.000000+00:00\", \"2021-08-02 22:01:15.000000+00:00\", \"2023-03-28 17:19:56.000000+00:00\", \"2021-07-08 12:38:36.000000+00:00\"], \"session_ids\": [\"35a5b059-adc2-4364-87cd-103342a16bed\", \"9fdcf8fa-f00f-4d19-8797-371415f2abc2\", \"5b7841b2-0b5e-4fb5-a6cb-1188a2c82992\", \"2a14d10a-4428-43c7-9a0f-6b9aa272fdcf\", \"44459fea-c969-4ce7-9213-70dac99c9857\", \"477d38ea-2884-49d0-800a-588ca1d76123\", \"235546d5-e628-497e-8226-95ae1cbf0e87\", \"a72e5b99-c6d6-41cd-8295-2a18fc483703\"], \"total_duration\": 11724.0, \"total_sessions\": 8, \"mean_week_duration\": 69.786}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 11"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-30 13:31:58.000000+00:00\", \"2021-08-09 21:01:30.000000+00:00\", \"2022-10-14 00:06:24.000000+00:00\", \"2021-12-22 13:03:57.000000+00:00\", \"2020-03-23 11:14:16.000000+00:00\", \"2021-04-29 21:26:53.000000+00:00\", \"2019-12-04 00:21:34.000000+00:00\"], \"session_ids\": [\"370c482f-08d2-4c35-a90e-72fd401a8c45\", \"1e562814-df6b-43b0-88ff-8ee7a7e3a141\", \"88677e95-c9b0-4113-9fdb-4fea21b5426f\", \"e83fcb3f-11f4-44bf-931f-975136593444\", \"fc34489e-9cd4-400c-8dde-1ad267a26045\", \"a216db37-beef-4e16-8739-50cfe253c857\", \"cadfed18-86b1-44bc-b53b-a38c87648f3a\"], \"total_duration\": 1926.0, \"total_sessions\": 7, \"mean_week_duration\": 12.671}, \"69413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-11 14:26:01.000000+00:00\", \"2021-12-13 09:25:26.000000+00:00\", \"2021-01-23 18:46:15.000000+00:00\", \"2022-01-05 02:50:01.000000+00:00\", \"2022-12-17 00:26:57.000000+00:00\", \"2021-08-02 22:01:15.000000+00:00\", \"2023-03-28 17:19:56.000000+00:00\", \"2021-07-08 12:38:36.000000+00:00\"], \"session_ids\": [\"35a5b059-adc2-4364-87cd-103342a16bed\", \"9fdcf8fa-f00f-4d19-8797-371415f2abc2\", \"5b7841b2-0b5e-4fb5-a6cb-1188a2c82992\", \"2a14d10a-4428-43c7-9a0f-6b9aa272fdcf\", \"44459fea-c969-4ce7-9213-70dac99c9857\", \"477d38ea-2884-49d0-800a-588ca1d76123\", \"235546d5-e628-497e-8226-95ae1cbf0e87\", \"a72e5b99-c6d6-41cd-8295-2a18fc483703\"], \"total_duration\": 11724.0, \"total_sessions\": 8, \"mean_week_duration\": 69.786}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to 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[{\"69413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-11 14:26:01.000000+00:00\", \"2021-12-13 09:25:26.000000+00:00\", \"2021-01-23 18:46:15.000000+00:00\", \"2022-01-05 02:50:01.000000+00:00\", \"2022-12-17 00:26:57.000000+00:00\", \"2021-08-02 22:01:15.000000+00:00\", \"2023-03-28 17:19:56.000000+00:00\", \"2021-07-08 12:38:36.000000+00:00\"], \"session_ids\": [\"35a5b059-adc2-4364-87cd-103342a16bed\", \"9fdcf8fa-f00f-4d19-8797-371415f2abc2\", \"5b7841b2-0b5e-4fb5-a6cb-1188a2c82992\", \"2a14d10a-4428-43c7-9a0f-6b9aa272fdcf\", \"44459fea-c969-4ce7-9213-70dac99c9857\", \"477d38ea-2884-49d0-800a-588ca1d76123\", \"235546d5-e628-497e-8226-95ae1cbf0e87\", \"a72e5b99-c6d6-41cd-8295-2a18fc483703\"], \"total_duration\": 11724.0, \"total_sessions\": 8, \"mean_week_duration\": 69.786}}, {\"92556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-30 13:31:58.000000+00:00\", \"2021-08-09 21:01:30.000000+00:00\", \"2022-10-14 00:06:24.000000+00:00\", \"2021-12-22 13:03:57.000000+00:00\", \"2020-03-23 11:14:16.000000+00:00\", \"2021-04-29 21:26:53.000000+00:00\", \"2019-12-04 00:21:34.000000+00:00\"], \"session_ids\": [\"370c482f-08d2-4c35-a90e-72fd401a8c45\", \"1e562814-df6b-43b0-88ff-8ee7a7e3a141\", \"88677e95-c9b0-4113-9fdb-4fea21b5426f\", \"e83fcb3f-11f4-44bf-931f-975136593444\", \"fc34489e-9cd4-400c-8dde-1ad267a26045\", \"a216db37-beef-4e16-8739-50cfe253c857\", \"cadfed18-86b1-44bc-b53b-a38c87648f3a\"], \"total_duration\": 1926.0, \"total_sessions\": 7, \"mean_week_duration\": 12.671}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude 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[{\"69413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-11 14:26:01.000000+00:00\", \"2021-12-13 09:25:26.000000+00:00\", \"2021-01-23 18:46:15.000000+00:00\", \"2022-01-05 02:50:01.000000+00:00\", \"2022-12-17 00:26:57.000000+00:00\", \"2021-08-02 22:01:15.000000+00:00\", \"2023-03-28 17:19:56.000000+00:00\", \"2021-07-08 12:38:36.000000+00:00\"], \"session_ids\": [\"35a5b059-adc2-4364-87cd-103342a16bed\", \"9fdcf8fa-f00f-4d19-8797-371415f2abc2\", \"5b7841b2-0b5e-4fb5-a6cb-1188a2c82992\", \"2a14d10a-4428-43c7-9a0f-6b9aa272fdcf\", \"44459fea-c969-4ce7-9213-70dac99c9857\", \"477d38ea-2884-49d0-800a-588ca1d76123\", \"235546d5-e628-497e-8226-95ae1cbf0e87\", \"a72e5b99-c6d6-41cd-8295-2a18fc483703\"], \"total_duration\": 11724.0, \"total_sessions\": 8, \"mean_week_duration\": 69.786}}, {\"92556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-30 13:31:58.000000+00:00\", \"2021-08-09 21:01:30.000000+00:00\", \"2022-10-14 00:06:24.000000+00:00\", \"2021-12-22 13:03:57.000000+00:00\", \"2020-03-23 11:14:16.000000+00:00\", \"2021-04-29 21:26:53.000000+00:00\", \"2019-12-04 00:21:34.000000+00:00\"], \"session_ids\": [\"370c482f-08d2-4c35-a90e-72fd401a8c45\", \"1e562814-df6b-43b0-88ff-8ee7a7e3a141\", \"88677e95-c9b0-4113-9fdb-4fea21b5426f\", \"e83fcb3f-11f4-44bf-931f-975136593444\", \"fc34489e-9cd4-400c-8dde-1ad267a26045\", \"a216db37-beef-4e16-8739-50cfe253c857\", \"cadfed18-86b1-44bc-b53b-a38c87648f3a\"], \"total_duration\": 1926.0, \"total_sessions\": 7, \"mean_week_duration\": 12.671}}]\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[{\"69413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-11 14:26:01.000000+00:00\", \"2021-12-13 09:25:26.000000+00:00\", \"2021-01-23 18:46:15.000000+00:00\", \"2022-01-05 02:50:01.000000+00:00\", \"2022-12-17 00:26:57.000000+00:00\", \"2021-08-02 22:01:15.000000+00:00\", \"2023-03-28 17:19:56.000000+00:00\", \"2021-07-08 12:38:36.000000+00:00\"], \"session_ids\": [\"35a5b059-adc2-4364-87cd-103342a16bed\", \"9fdcf8fa-f00f-4d19-8797-371415f2abc2\", \"5b7841b2-0b5e-4fb5-a6cb-1188a2c82992\", \"2a14d10a-4428-43c7-9a0f-6b9aa272fdcf\", \"44459fea-c969-4ce7-9213-70dac99c9857\", \"477d38ea-2884-49d0-800a-588ca1d76123\", \"235546d5-e628-497e-8226-95ae1cbf0e87\", \"a72e5b99-c6d6-41cd-8295-2a18fc483703\"], \"total_duration\": 11724.0, \"total_sessions\": 8, \"mean_week_duration\": 69.786}}, {\"92556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-30 13:31:58.000000+00:00\", \"2021-08-09 21:01:30.000000+00:00\", \"2022-10-14 00:06:24.000000+00:00\", \"2021-12-22 13:03:57.000000+00:00\", \"2020-03-23 11:14:16.000000+00:00\", \"2021-04-29 21:26:53.000000+00:00\", \"2019-12-04 00:21:34.000000+00:00\"], \"session_ids\": [\"370c482f-08d2-4c35-a90e-72fd401a8c45\", \"1e562814-df6b-43b0-88ff-8ee7a7e3a141\", \"88677e95-c9b0-4113-9fdb-4fea21b5426f\", \"e83fcb3f-11f4-44bf-931f-975136593444\", \"fc34489e-9cd4-400c-8dde-1ad267a26045\", \"a216db37-beef-4e16-8739-50cfe253c857\", \"cadfed18-86b1-44bc-b53b-a38c87648f3a\"], \"total_duration\": 1926.0, \"total_sessions\": 7, \"mean_week_duration\": 12.671}}]\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": "Could you enlighten me about user with a sessions summation that is above 5 and below 5, exclusively 5 and 5 as well as put to use sorting by sum of duration of sessions per week ascendingly plus save only 4 entries."
}
] |
[
{
"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{\"91836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-04 11:41:08.000000+00:00\", \"2022-08-10 01:53:56.000000+00:00\", \"2020-07-18 21:37:04.000000+00:00\"], \"session_ids\": [\"f34673b9-a17e-4c43-9b41-6440b7124171\", \"e38fc7c9-f49a-47bb-aef7-cf48e2af1755\", \"e965e3aa-291e-4e01-8d33-a68e31d76143\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 0.796}, \"95365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-06-14 18:57:34.000000+00:00\", \"2021-09-13 13:14:55.000000+00:00\", \"2020-06-22 01:28:41.000000+00:00\"], \"session_ids\": [\"48e2a0ad-af60-4a39-bdf4-1364159aa7b7\", \"9ea420eb-b4eb-4c05-b492-e2913b86508f\", \"88b4f495-0d53-4ab7-8d85-0693b6a24372\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 2.262}, \"27186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-05-26 15:14:45.000000+00:00\", \"2020-08-22 09:49:14.000000+00:00\"], \"session_ids\": [\"676ce2e5-4617-4dc1-8fe0-a0875bbbebbc\", \"5671d4b4-577c-4aba-a7c9-98740230d061\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}, \"53596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-18 23:52:46.000000+00:00\", \"2019-06-12 11:54:27.000000+00:00\", \"2022-01-27 08:31:56.000000+00:00\", \"2020-04-19 05:38:24.000000+00:00\", \"2020-08-26 19:51:12.000000+00:00\", \"2021-09-08 04:56:12.000000+00:00\", \"2021-02-11 05:24:44.000000+00:00\", \"2022-10-28 19:11:53.000000+00:00\", \"2019-10-25 15:46:36.000000+00:00\"], \"session_ids\": [\"20214088-629a-4dad-a045-cb24743f0b5d\", \"b58d78fd-9b7b-41cd-b740-fda7c330be90\", \"efd3ab13-66c4-4058-be8a-8b69ee6f541f\", \"1ba5d52d-a6b0-4604-a234-e212bd09a6b5\", \"5bd37337-6e72-4e6c-ae6f-7787b110d0a0\", \"477c608f-4a73-433b-80e7-25c34108d9ef\", \"e74f65de-b5dd-469c-a025-177d86be353c\", \"90a8c5a1-739d-429c-ad55-1b0ca049eba2\", \"3e6499e7-da27-4344-8f8b-4bbbe9600a2c\"], \"total_duration\": 105.0, \"total_sessions\": 9, \"mean_week_duration\": 0.522}, \"86555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-19 10:41:58.000000+00:00\", \"2019-12-13 00:08:43.000000+00:00\"], \"session_ids\": [\"dc3e4746-debf-4615-bca2-0dbf9b3b80e1\", \"a926bf51-1ca7-451d-8611-e02f6b2b171e\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 3.518}, \"15710\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-22 04:29:38.000000+00:00\", \"2023-03-04 23:15:36.000000+00:00\", \"2021-09-25 20:16:22.000000+00:00\", \"2022-11-04 03:08:10.000000+00:00\"], \"session_ids\": [\"3736880a-1b50-42d4-bc07-a4a2fcde54d0\", \"583703d0-3e86-4452-93ee-62dff73db36e\", \"55da0103-ae6e-4bba-b981-422dc45f9471\", \"3b99c6c3-3ae2-406c-9e91-13d1129d8b36\"], \"total_duration\": 953.0, \"total_sessions\": 4, \"mean_week_duration\": 9.724}, \"8773\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-28 19:13:24.000000+00:00\", \"2019-03-15 01:44:21.000000+00:00\", \"2020-07-25 07:37:27.000000+00:00\", \"2022-09-18 00:21:02.000000+00:00\", \"2020-03-07 07:18:58.000000+00:00\", \"2021-01-30 09:12:06.000000+00:00\", \"2022-06-29 16:27:00.000000+00:00\", \"2022-10-03 09:22:23.000000+00:00\"], \"session_ids\": [\"e79ad69d-0a42-4d96-91e5-ac1c9ae53025\", \"338a1717-2282-4b78-be72-2acf710c706f\", \"01feb6f5-fe99-46af-bfb9-b9c604d61317\", \"3e33d504-932b-48cd-ab22-b5b8233f56ac\", \"06aef772-af20-445e-acfd-fbd5c6386586\", \"5ee04e67-42b8-47bd-aed7-8a97527f1d29\", \"7ec5ba65-b65f-4bf6-ac93-79ae7dafd93a\", \"4a0ef12c-2138-4251-8cc3-7ab184fadf65\"], \"total_duration\": 1242.0, \"total_sessions\": 8, \"mean_week_duration\": 6.677}, \"84921\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-04 00:46:12.000000+00:00\", \"2020-04-12 08:39:32.000000+00:00\"], \"session_ids\": [\"1f4979f2-2e77-4678-bccf-01765342b83e\", \"3077e0ad-5e8c-4277-9325-02b21676511b\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 5.121}, \"22065\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-30 09:22:26.000000+00:00\", \"2020-09-27 21:37:42.000000+00:00\", \"2020-10-25 06:17:19.000000+00:00\", \"2020-10-18 03:40:34.000000+00:00\", \"2021-12-31 20:01:35.000000+00:00\"], \"session_ids\": [\"a7697671-bdb3-4d36-a617-bcf2d57fe8d1\", \"320bf0c6-1354-4320-98f6-92ea6c5a7f51\", \"d515f7b7-7cb0-4003-b37f-51ffe4bf37c0\", \"aeabe2bd-0f36-407c-8d37-87984b6fcf22\", \"9274c74f-0dc0-4430-872e-2c3e84658fc9\"], \"total_duration\": 1309.0, \"total_sessions\": 5, \"mean_week_duration\": 16.57}, \"31075\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-08-01 12:28:37.000000+00:00\", \"2019-04-29 23:49:26.000000+00:00\"], \"session_ids\": [\"e66feafc-26e9-4c2d-9787-6942ef7a208c\", \"ddb18b58-f62e-43ea-8468-c74801b3bd52\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.621}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 5 and are greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[5, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-04 11:41:08.000000+00:00\", \"2022-08-10 01:53:56.000000+00:00\", \"2020-07-18 21:37:04.000000+00:00\"], \"session_ids\": [\"f34673b9-a17e-4c43-9b41-6440b7124171\", \"e38fc7c9-f49a-47bb-aef7-cf48e2af1755\", \"e965e3aa-291e-4e01-8d33-a68e31d76143\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 0.796}, \"95365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-06-14 18:57:34.000000+00:00\", \"2021-09-13 13:14:55.000000+00:00\", \"2020-06-22 01:28:41.000000+00:00\"], \"session_ids\": [\"48e2a0ad-af60-4a39-bdf4-1364159aa7b7\", \"9ea420eb-b4eb-4c05-b492-e2913b86508f\", \"88b4f495-0d53-4ab7-8d85-0693b6a24372\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 2.262}, \"27186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-05-26 15:14:45.000000+00:00\", \"2020-08-22 09:49:14.000000+00:00\"], \"session_ids\": [\"676ce2e5-4617-4dc1-8fe0-a0875bbbebbc\", \"5671d4b4-577c-4aba-a7c9-98740230d061\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}, \"86555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-19 10:41:58.000000+00:00\", \"2019-12-13 00:08:43.000000+00:00\"], \"session_ids\": [\"dc3e4746-debf-4615-bca2-0dbf9b3b80e1\", \"a926bf51-1ca7-451d-8611-e02f6b2b171e\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 3.518}, \"15710\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-22 04:29:38.000000+00:00\", \"2023-03-04 23:15:36.000000+00:00\", \"2021-09-25 20:16:22.000000+00:00\", \"2022-11-04 03:08:10.000000+00:00\"], \"session_ids\": [\"3736880a-1b50-42d4-bc07-a4a2fcde54d0\", \"583703d0-3e86-4452-93ee-62dff73db36e\", \"55da0103-ae6e-4bba-b981-422dc45f9471\", \"3b99c6c3-3ae2-406c-9e91-13d1129d8b36\"], \"total_duration\": 953.0, \"total_sessions\": 4, \"mean_week_duration\": 9.724}, \"84921\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-04 00:46:12.000000+00:00\", \"2020-04-12 08:39:32.000000+00:00\"], \"session_ids\": [\"1f4979f2-2e77-4678-bccf-01765342b83e\", \"3077e0ad-5e8c-4277-9325-02b21676511b\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 5.121}, \"31075\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-08-01 12:28:37.000000+00:00\", \"2019-04-29 23:49:26.000000+00:00\"], \"session_ids\": [\"e66feafc-26e9-4c2d-9787-6942ef7a208c\", \"ddb18b58-f62e-43ea-8468-c74801b3bd52\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.621}, \"53596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-18 23:52:46.000000+00:00\", \"2019-06-12 11:54:27.000000+00:00\", \"2022-01-27 08:31:56.000000+00:00\", \"2020-04-19 05:38:24.000000+00:00\", \"2020-08-26 19:51:12.000000+00:00\", \"2021-09-08 04:56:12.000000+00:00\", \"2021-02-11 05:24:44.000000+00:00\", \"2022-10-28 19:11:53.000000+00:00\", \"2019-10-25 15:46:36.000000+00:00\"], \"session_ids\": [\"20214088-629a-4dad-a045-cb24743f0b5d\", \"b58d78fd-9b7b-41cd-b740-fda7c330be90\", \"efd3ab13-66c4-4058-be8a-8b69ee6f541f\", \"1ba5d52d-a6b0-4604-a234-e212bd09a6b5\", \"5bd37337-6e72-4e6c-ae6f-7787b110d0a0\", \"477c608f-4a73-433b-80e7-25c34108d9ef\", \"e74f65de-b5dd-469c-a025-177d86be353c\", \"90a8c5a1-739d-429c-ad55-1b0ca049eba2\", \"3e6499e7-da27-4344-8f8b-4bbbe9600a2c\"], \"total_duration\": 105.0, \"total_sessions\": 9, \"mean_week_duration\": 0.522}, \"8773\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-28 19:13:24.000000+00:00\", \"2019-03-15 01:44:21.000000+00:00\", \"2020-07-25 07:37:27.000000+00:00\", \"2022-09-18 00:21:02.000000+00:00\", \"2020-03-07 07:18:58.000000+00:00\", \"2021-01-30 09:12:06.000000+00:00\", \"2022-06-29 16:27:00.000000+00:00\", \"2022-10-03 09:22:23.000000+00:00\"], \"session_ids\": [\"e79ad69d-0a42-4d96-91e5-ac1c9ae53025\", \"338a1717-2282-4b78-be72-2acf710c706f\", \"01feb6f5-fe99-46af-bfb9-b9c604d61317\", \"3e33d504-932b-48cd-ab22-b5b8233f56ac\", \"06aef772-af20-445e-acfd-fbd5c6386586\", \"5ee04e67-42b8-47bd-aed7-8a97527f1d29\", \"7ec5ba65-b65f-4bf6-ac93-79ae7dafd93a\", \"4a0ef12c-2138-4251-8cc3-7ab184fadf65\"], \"total_duration\": 1242.0, \"total_sessions\": 8, \"mean_week_duration\": 6.677}}\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[{\"53596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-18 23:52:46.000000+00:00\", \"2019-06-12 11:54:27.000000+00:00\", \"2022-01-27 08:31:56.000000+00:00\", \"2020-04-19 05:38:24.000000+00:00\", \"2020-08-26 19:51:12.000000+00:00\", \"2021-09-08 04:56:12.000000+00:00\", \"2021-02-11 05:24:44.000000+00:00\", \"2022-10-28 19:11:53.000000+00:00\", \"2019-10-25 15:46:36.000000+00:00\"], \"session_ids\": [\"20214088-629a-4dad-a045-cb24743f0b5d\", \"b58d78fd-9b7b-41cd-b740-fda7c330be90\", \"efd3ab13-66c4-4058-be8a-8b69ee6f541f\", \"1ba5d52d-a6b0-4604-a234-e212bd09a6b5\", \"5bd37337-6e72-4e6c-ae6f-7787b110d0a0\", \"477c608f-4a73-433b-80e7-25c34108d9ef\", \"e74f65de-b5dd-469c-a025-177d86be353c\", \"90a8c5a1-739d-429c-ad55-1b0ca049eba2\", \"3e6499e7-da27-4344-8f8b-4bbbe9600a2c\"], \"total_duration\": 105.0, \"total_sessions\": 9, \"mean_week_duration\": 0.522}}, {\"91836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-04 11:41:08.000000+00:00\", \"2022-08-10 01:53:56.000000+00:00\", \"2020-07-18 21:37:04.000000+00:00\"], \"session_ids\": [\"f34673b9-a17e-4c43-9b41-6440b7124171\", \"e38fc7c9-f49a-47bb-aef7-cf48e2af1755\", \"e965e3aa-291e-4e01-8d33-a68e31d76143\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 0.796}}, {\"27186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-05-26 15:14:45.000000+00:00\", \"2020-08-22 09:49:14.000000+00:00\"], \"session_ids\": [\"676ce2e5-4617-4dc1-8fe0-a0875bbbebbc\", \"5671d4b4-577c-4aba-a7c9-98740230d061\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}}, {\"95365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-06-14 18:57:34.000000+00:00\", \"2021-09-13 13:14:55.000000+00:00\", \"2020-06-22 01:28:41.000000+00:00\"], \"session_ids\": [\"48e2a0ad-af60-4a39-bdf4-1364159aa7b7\", \"9ea420eb-b4eb-4c05-b492-e2913b86508f\", \"88b4f495-0d53-4ab7-8d85-0693b6a24372\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 2.262}}, {\"31075\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-08-01 12:28:37.000000+00:00\", \"2019-04-29 23:49:26.000000+00:00\"], \"session_ids\": [\"e66feafc-26e9-4c2d-9787-6942ef7a208c\", \"ddb18b58-f62e-43ea-8468-c74801b3bd52\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.621}}, {\"86555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-19 10:41:58.000000+00:00\", \"2019-12-13 00:08:43.000000+00:00\"], \"session_ids\": [\"dc3e4746-debf-4615-bca2-0dbf9b3b80e1\", \"a926bf51-1ca7-451d-8611-e02f6b2b171e\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 3.518}}, {\"84921\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-04 00:46:12.000000+00:00\", \"2020-04-12 08:39:32.000000+00:00\"], \"session_ids\": [\"1f4979f2-2e77-4678-bccf-01765342b83e\", \"3077e0ad-5e8c-4277-9325-02b21676511b\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 5.121}}, {\"8773\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-28 19:13:24.000000+00:00\", \"2019-03-15 01:44:21.000000+00:00\", \"2020-07-25 07:37:27.000000+00:00\", \"2022-09-18 00:21:02.000000+00:00\", \"2020-03-07 07:18:58.000000+00:00\", \"2021-01-30 09:12:06.000000+00:00\", \"2022-06-29 16:27:00.000000+00:00\", \"2022-10-03 09:22:23.000000+00:00\"], \"session_ids\": [\"e79ad69d-0a42-4d96-91e5-ac1c9ae53025\", \"338a1717-2282-4b78-be72-2acf710c706f\", \"01feb6f5-fe99-46af-bfb9-b9c604d61317\", \"3e33d504-932b-48cd-ab22-b5b8233f56ac\", \"06aef772-af20-445e-acfd-fbd5c6386586\", \"5ee04e67-42b8-47bd-aed7-8a97527f1d29\", \"7ec5ba65-b65f-4bf6-ac93-79ae7dafd93a\", \"4a0ef12c-2138-4251-8cc3-7ab184fadf65\"], \"total_duration\": 1242.0, \"total_sessions\": 8, \"mean_week_duration\": 6.677}}, {\"15710\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-22 04:29:38.000000+00:00\", \"2023-03-04 23:15:36.000000+00:00\", \"2021-09-25 20:16:22.000000+00:00\", \"2022-11-04 03:08:10.000000+00:00\"], \"session_ids\": [\"3736880a-1b50-42d4-bc07-a4a2fcde54d0\", \"583703d0-3e86-4452-93ee-62dff73db36e\", \"55da0103-ae6e-4bba-b981-422dc45f9471\", \"3b99c6c3-3ae2-406c-9e91-13d1129d8b36\"], \"total_duration\": 953.0, \"total_sessions\": 4, \"mean_week_duration\": 9.724}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-18 23:52:46.000000+00:00\", \"2019-06-12 11:54:27.000000+00:00\", \"2022-01-27 08:31:56.000000+00:00\", \"2020-04-19 05:38:24.000000+00:00\", \"2020-08-26 19:51:12.000000+00:00\", \"2021-09-08 04:56:12.000000+00:00\", \"2021-02-11 05:24:44.000000+00:00\", \"2022-10-28 19:11:53.000000+00:00\", \"2019-10-25 15:46:36.000000+00:00\"], \"session_ids\": [\"20214088-629a-4dad-a045-cb24743f0b5d\", \"b58d78fd-9b7b-41cd-b740-fda7c330be90\", \"efd3ab13-66c4-4058-be8a-8b69ee6f541f\", \"1ba5d52d-a6b0-4604-a234-e212bd09a6b5\", \"5bd37337-6e72-4e6c-ae6f-7787b110d0a0\", \"477c608f-4a73-433b-80e7-25c34108d9ef\", \"e74f65de-b5dd-469c-a025-177d86be353c\", \"90a8c5a1-739d-429c-ad55-1b0ca049eba2\", \"3e6499e7-da27-4344-8f8b-4bbbe9600a2c\"], \"total_duration\": 105.0, \"total_sessions\": 9, \"mean_week_duration\": 0.522}}, {\"91836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-04 11:41:08.000000+00:00\", \"2022-08-10 01:53:56.000000+00:00\", \"2020-07-18 21:37:04.000000+00:00\"], \"session_ids\": [\"f34673b9-a17e-4c43-9b41-6440b7124171\", \"e38fc7c9-f49a-47bb-aef7-cf48e2af1755\", \"e965e3aa-291e-4e01-8d33-a68e31d76143\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 0.796}}, {\"27186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-05-26 15:14:45.000000+00:00\", \"2020-08-22 09:49:14.000000+00:00\"], \"session_ids\": [\"676ce2e5-4617-4dc1-8fe0-a0875bbbebbc\", \"5671d4b4-577c-4aba-a7c9-98740230d061\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}}, {\"95365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-06-14 18:57:34.000000+00:00\", \"2021-09-13 13:14:55.000000+00:00\", \"2020-06-22 01:28:41.000000+00:00\"], \"session_ids\": [\"48e2a0ad-af60-4a39-bdf4-1364159aa7b7\", \"9ea420eb-b4eb-4c05-b492-e2913b86508f\", \"88b4f495-0d53-4ab7-8d85-0693b6a24372\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 2.262}}]\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[{\"53596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-18 23:52:46.000000+00:00\", \"2019-06-12 11:54:27.000000+00:00\", \"2022-01-27 08:31:56.000000+00:00\", \"2020-04-19 05:38:24.000000+00:00\", \"2020-08-26 19:51:12.000000+00:00\", \"2021-09-08 04:56:12.000000+00:00\", \"2021-02-11 05:24:44.000000+00:00\", \"2022-10-28 19:11:53.000000+00:00\", \"2019-10-25 15:46:36.000000+00:00\"], \"session_ids\": [\"20214088-629a-4dad-a045-cb24743f0b5d\", \"b58d78fd-9b7b-41cd-b740-fda7c330be90\", \"efd3ab13-66c4-4058-be8a-8b69ee6f541f\", \"1ba5d52d-a6b0-4604-a234-e212bd09a6b5\", \"5bd37337-6e72-4e6c-ae6f-7787b110d0a0\", \"477c608f-4a73-433b-80e7-25c34108d9ef\", \"e74f65de-b5dd-469c-a025-177d86be353c\", \"90a8c5a1-739d-429c-ad55-1b0ca049eba2\", \"3e6499e7-da27-4344-8f8b-4bbbe9600a2c\"], \"total_duration\": 105.0, \"total_sessions\": 9, \"mean_week_duration\": 0.522}}, {\"91836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-04 11:41:08.000000+00:00\", \"2022-08-10 01:53:56.000000+00:00\", \"2020-07-18 21:37:04.000000+00:00\"], \"session_ids\": [\"f34673b9-a17e-4c43-9b41-6440b7124171\", \"e38fc7c9-f49a-47bb-aef7-cf48e2af1755\", \"e965e3aa-291e-4e01-8d33-a68e31d76143\"], \"total_duration\": 86.0, \"total_sessions\": 3, \"mean_week_duration\": 0.796}}, {\"27186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-05-26 15:14:45.000000+00:00\", \"2020-08-22 09:49:14.000000+00:00\"], \"session_ids\": [\"676ce2e5-4617-4dc1-8fe0-a0875bbbebbc\", \"5671d4b4-577c-4aba-a7c9-98740230d061\"], \"total_duration\": 274.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}}, {\"95365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-06-14 18:57:34.000000+00:00\", \"2021-09-13 13:14:55.000000+00:00\", \"2020-06-22 01:28:41.000000+00:00\"], \"session_ids\": [\"48e2a0ad-af60-4a39-bdf4-1364159aa7b7\", \"9ea420eb-b4eb-4c05-b492-e2913b86508f\", \"88b4f495-0d53-4ab7-8d85-0693b6a24372\"], \"total_duration\": 147.0, \"total_sessions\": 3, \"mean_week_duration\": 2.262}}]\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": "Provide me an information about 4 users whose total time using the app is strictly smaller than 702 and bigger than 3776 , execute sorting by duration total 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{\"37166\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-06-22 05:05:47.000000+00:00\", \"2020-12-22 00:42:39.000000+00:00\", \"2019-05-02 07:13:57.000000+00:00\"], \"session_ids\": [\"d88533a3-f4f4-4ca4-a5fc-90d55b9650f3\", \"9f24d90d-cffa-499f-b519-9353d8d380a4\", \"ec5f460e-82c5-4eca-bd70-b54721c869eb\"], \"total_duration\": 514.0, \"total_sessions\": 3, \"mean_week_duration\": 2.38}, \"97670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-10 23:29:28.000000+00:00\", \"2022-08-22 22:52:35.000000+00:00\"], \"session_ids\": [\"5384e1a7-aa18-4dd4-a824-fcebd803b924\", \"04cddce0-ce9a-44dc-ad4e-ef2d11ab60c4\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 19.4}, \"68934\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-08-29 07:41:27.000000+00:00\", \"2022-12-19 06:13:31.000000+00:00\", \"2022-06-03 03:25:07.000000+00:00\", \"2019-06-02 02:06:15.000000+00:00\", \"2023-05-30 20:03:37.000000+00:00\", \"2019-11-15 20:50:42.000000+00:00\", \"2021-01-06 04:33:33.000000+00:00\", \"2020-07-21 07:16:05.000000+00:00\", \"2021-07-17 08:44:50.000000+00:00\", \"2021-03-12 08:54:46.000000+00:00\"], \"session_ids\": [\"ae2b4051-a00d-4e9e-9a85-0b49718e0eb5\", \"23b89c09-b37c-43fd-bf5e-12a4ac12421e\", \"4a21e29c-5452-4522-ab30-f4282439b500\", \"dc0b60eb-9ec6-4025-9dbe-955e4f4a3829\", \"269c12a0-52e4-47d9-9dc4-99c08ce7034e\", \"9f6be1c2-06b4-41e3-b0ab-d372288a9792\", \"17c5ed54-41b8-478e-8028-bb6fa3d9dfee\", \"07b25938-22e7-4f0e-8b7c-1e1ae68fa2da\", \"d4deb866-07e6-4eac-b42f-eba5de1e2a28\", \"51711a9b-6fc0-451f-8009-64714290f820\"], \"total_duration\": 24514.0, \"total_sessions\": 10, \"mean_week_duration\": 117.292}, \"27043\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-01-23 23:42:38.000000+00:00\", \"2021-12-09 05:35:40.000000+00:00\", \"2019-11-01 07:54:35.000000+00:00\", \"2023-04-25 17:05:45.000000+00:00\", \"2019-08-22 20:34:03.000000+00:00\", \"2021-12-19 10:45:18.000000+00:00\", \"2020-04-24 08:38:26.000000+00:00\", \"2019-10-16 02:08:55.000000+00:00\", \"2019-02-15 00:36:46.000000+00:00\", \"2019-10-09 10:57:19.000000+00:00\"], \"session_ids\": [\"ba844533-c74a-475b-bf61-56e186ea69e5\", \"1f09196e-9b61-4236-99c2-7dd7beeb25ae\", \"f8f236f0-ed52-42d6-87ac-2222a31b9e0c\", \"e82b2967-0afe-49f7-b6d1-6eaa37f2ffdd\", \"66b703a8-4a2c-43ed-997f-390f0cde9a08\", \"bb2f55b1-6730-47a5-a30a-c130736b742c\", \"e8fb2d3b-bf6c-4f54-be11-325def4a6695\", \"137b7681-4199-494b-87a0-31483fc5f981\", \"3115b7e8-aa54-4bb3-82d4-e6d493348f20\", \"3251e76f-b36d-428e-b81d-d630727e4cfa\"], \"total_duration\": 30832.0, \"total_sessions\": 10, \"mean_week_duration\": 138.883}, \"83049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-04-14 21:58:05.000000+00:00\", \"2022-08-03 20:06:23.000000+00:00\"], \"session_ids\": [\"3d17095f-9fd2-406a-b64d-f7f8d94773bb\", \"9374bf12-c7ca-4443-9650-c2b35a97ac43\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 6.216}, \"71780\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-08 22:16:37.000000+00:00\", \"2023-05-05 12:39:27.000000+00:00\", \"2019-07-25 00:31:06.000000+00:00\", \"2022-07-24 21:00:29.000000+00:00\", \"2019-08-27 23:38:26.000000+00:00\", \"2023-02-22 04:15:30.000000+00:00\", \"2023-06-09 11:12:50.000000+00:00\", \"2022-09-18 22:28:56.000000+00:00\", \"2020-10-20 14:18:03.000000+00:00\"], \"session_ids\": [\"8e05e1a7-f5fb-4232-8ec8-968f15473c58\", \"bedcc603-accd-43e9-baf1-d3124e955fc4\", \"3acaeaa5-b3ce-4b5c-b10c-0ecd55877ea1\", \"cd3cb26c-15e3-4891-9da8-1d6f2d53b4c2\", \"4b83a7ae-d0c3-430e-a130-309db6237c33\", \"25f73f99-4531-46cf-ab90-cbb8bc8085f8\", \"dff02b58-16cf-481c-9c2b-01a28142e119\", \"2d7eb0b5-8ea2-4117-89f0-86e863d10208\", \"d08f4cad-a8f2-4c07-8953-5d13243b6568\"], \"total_duration\": 12191.0, \"total_sessions\": 9, \"mean_week_duration\": 60.054}, \"70117\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-20 00:23:56.000000+00:00\", \"2020-12-05 20:55:59.000000+00:00\"], \"session_ids\": [\"02fec958-92a5-4a94-b25d-b75693b790be\", \"261bb828-94a9-4412-90f9-e33e00b44c01\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.988}, \"78827\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-07 19:25:55.000000+00:00\", \"2021-01-04 07:14:42.000000+00:00\", \"2019-02-11 16:27:50.000000+00:00\", \"2019-09-12 02:47:26.000000+00:00\", \"2023-04-26 22:24:59.000000+00:00\", \"2019-07-16 11:55:33.000000+00:00\", \"2022-09-12 14:24:35.000000+00:00\"], \"session_ids\": [\"8f9ddd2e-d127-470b-87e7-0c2396fed972\", \"b2f2c2ec-7700-4832-8c61-927293217dee\", \"45bc3997-72e3-411d-9ba7-a5bc7030cfd6\", \"b3fede5e-3c9e-47cf-a092-da4b00551e1c\", \"27b3a808-1792-4672-951f-62368bb3963e\", \"cfd0dd96-b6a0-4bac-b0d7-78e2c1d5dbd9\", \"b43ec7f6-a48f-452c-9489-249a653b19cc\"], \"total_duration\": 11037.0, \"total_sessions\": 7, \"mean_week_duration\": 50.168}, \"56783\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-12 04:40:04.000000+00:00\", \"2020-05-03 05:50:23.000000+00:00\", \"2023-06-14 09:53:47.000000+00:00\", \"2023-03-19 11:45:44.000000+00:00\", \"2022-06-05 21:14:22.000000+00:00\", \"2022-03-03 04:07:46.000000+00:00\"], \"session_ids\": [\"588d0835-c82a-4c0f-ba89-e33fe7e76090\", \"34013a1b-1ba0-45b4-8205-ff45f1ad4ad9\", \"0c28a7df-469f-4281-bd00-d97eb8a1d722\", \"528124cb-47ce-44dc-90e2-d92effae6f5d\", \"224e7e43-a348-43d2-9a8a-6c9ad93dc5e4\", \"02288c93-e448-446e-bb8a-c023c831577c\"], \"total_duration\": 4214.0, \"total_sessions\": 6, \"mean_week_duration\": 25.853}, \"42322\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-01 13:32:49.000000+00:00\", \"2023-03-06 08:47:35.000000+00:00\"], \"session_ids\": [\"d0df8d10-aca0-47f4-9eda-5b96f51a5905\", \"00ad620f-80b1-4f1e-bc30-d2efe18a44dd\"], \"total_duration\": 426.0, \"total_sessions\": 2, \"mean_week_duration\": 2.078}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 702 and are equal or greater than 3776"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[702, 3776]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37166\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-06-22 05:05:47.000000+00:00\", \"2020-12-22 00:42:39.000000+00:00\", \"2019-05-02 07:13:57.000000+00:00\"], \"session_ids\": [\"d88533a3-f4f4-4ca4-a5fc-90d55b9650f3\", \"9f24d90d-cffa-499f-b519-9353d8d380a4\", \"ec5f460e-82c5-4eca-bd70-b54721c869eb\"], \"total_duration\": 514.0, \"total_sessions\": 3, \"mean_week_duration\": 2.38}, \"97670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-10 23:29:28.000000+00:00\", \"2022-08-22 22:52:35.000000+00:00\"], \"session_ids\": [\"5384e1a7-aa18-4dd4-a824-fcebd803b924\", \"04cddce0-ce9a-44dc-ad4e-ef2d11ab60c4\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 19.4}, \"83049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-04-14 21:58:05.000000+00:00\", \"2022-08-03 20:06:23.000000+00:00\"], \"session_ids\": [\"3d17095f-9fd2-406a-b64d-f7f8d94773bb\", \"9374bf12-c7ca-4443-9650-c2b35a97ac43\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 6.216}, \"70117\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-20 00:23:56.000000+00:00\", \"2020-12-05 20:55:59.000000+00:00\"], \"session_ids\": [\"02fec958-92a5-4a94-b25d-b75693b790be\", \"261bb828-94a9-4412-90f9-e33e00b44c01\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.988}, \"42322\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-01 13:32:49.000000+00:00\", \"2023-03-06 08:47:35.000000+00:00\"], \"session_ids\": [\"d0df8d10-aca0-47f4-9eda-5b96f51a5905\", \"00ad620f-80b1-4f1e-bc30-d2efe18a44dd\"], \"total_duration\": 426.0, \"total_sessions\": 2, \"mean_week_duration\": 2.078}, \"68934\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-08-29 07:41:27.000000+00:00\", \"2022-12-19 06:13:31.000000+00:00\", \"2022-06-03 03:25:07.000000+00:00\", \"2019-06-02 02:06:15.000000+00:00\", \"2023-05-30 20:03:37.000000+00:00\", \"2019-11-15 20:50:42.000000+00:00\", \"2021-01-06 04:33:33.000000+00:00\", \"2020-07-21 07:16:05.000000+00:00\", \"2021-07-17 08:44:50.000000+00:00\", \"2021-03-12 08:54:46.000000+00:00\"], \"session_ids\": [\"ae2b4051-a00d-4e9e-9a85-0b49718e0eb5\", \"23b89c09-b37c-43fd-bf5e-12a4ac12421e\", \"4a21e29c-5452-4522-ab30-f4282439b500\", \"dc0b60eb-9ec6-4025-9dbe-955e4f4a3829\", \"269c12a0-52e4-47d9-9dc4-99c08ce7034e\", \"9f6be1c2-06b4-41e3-b0ab-d372288a9792\", \"17c5ed54-41b8-478e-8028-bb6fa3d9dfee\", \"07b25938-22e7-4f0e-8b7c-1e1ae68fa2da\", \"d4deb866-07e6-4eac-b42f-eba5de1e2a28\", \"51711a9b-6fc0-451f-8009-64714290f820\"], \"total_duration\": 24514.0, \"total_sessions\": 10, \"mean_week_duration\": 117.292}, \"27043\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-01-23 23:42:38.000000+00:00\", \"2021-12-09 05:35:40.000000+00:00\", \"2019-11-01 07:54:35.000000+00:00\", \"2023-04-25 17:05:45.000000+00:00\", \"2019-08-22 20:34:03.000000+00:00\", \"2021-12-19 10:45:18.000000+00:00\", \"2020-04-24 08:38:26.000000+00:00\", \"2019-10-16 02:08:55.000000+00:00\", \"2019-02-15 00:36:46.000000+00:00\", \"2019-10-09 10:57:19.000000+00:00\"], \"session_ids\": [\"ba844533-c74a-475b-bf61-56e186ea69e5\", \"1f09196e-9b61-4236-99c2-7dd7beeb25ae\", \"f8f236f0-ed52-42d6-87ac-2222a31b9e0c\", \"e82b2967-0afe-49f7-b6d1-6eaa37f2ffdd\", \"66b703a8-4a2c-43ed-997f-390f0cde9a08\", \"bb2f55b1-6730-47a5-a30a-c130736b742c\", \"e8fb2d3b-bf6c-4f54-be11-325def4a6695\", \"137b7681-4199-494b-87a0-31483fc5f981\", \"3115b7e8-aa54-4bb3-82d4-e6d493348f20\", \"3251e76f-b36d-428e-b81d-d630727e4cfa\"], \"total_duration\": 30832.0, \"total_sessions\": 10, \"mean_week_duration\": 138.883}, \"71780\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-08 22:16:37.000000+00:00\", \"2023-05-05 12:39:27.000000+00:00\", \"2019-07-25 00:31:06.000000+00:00\", \"2022-07-24 21:00:29.000000+00:00\", \"2019-08-27 23:38:26.000000+00:00\", \"2023-02-22 04:15:30.000000+00:00\", \"2023-06-09 11:12:50.000000+00:00\", \"2022-09-18 22:28:56.000000+00:00\", \"2020-10-20 14:18:03.000000+00:00\"], \"session_ids\": [\"8e05e1a7-f5fb-4232-8ec8-968f15473c58\", \"bedcc603-accd-43e9-baf1-d3124e955fc4\", \"3acaeaa5-b3ce-4b5c-b10c-0ecd55877ea1\", \"cd3cb26c-15e3-4891-9da8-1d6f2d53b4c2\", \"4b83a7ae-d0c3-430e-a130-309db6237c33\", \"25f73f99-4531-46cf-ab90-cbb8bc8085f8\", \"dff02b58-16cf-481c-9c2b-01a28142e119\", \"2d7eb0b5-8ea2-4117-89f0-86e863d10208\", \"d08f4cad-a8f2-4c07-8953-5d13243b6568\"], \"total_duration\": 12191.0, \"total_sessions\": 9, \"mean_week_duration\": 60.054}, \"78827\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-07 19:25:55.000000+00:00\", \"2021-01-04 07:14:42.000000+00:00\", \"2019-02-11 16:27:50.000000+00:00\", \"2019-09-12 02:47:26.000000+00:00\", \"2023-04-26 22:24:59.000000+00:00\", \"2019-07-16 11:55:33.000000+00:00\", \"2022-09-12 14:24:35.000000+00:00\"], \"session_ids\": [\"8f9ddd2e-d127-470b-87e7-0c2396fed972\", \"b2f2c2ec-7700-4832-8c61-927293217dee\", \"45bc3997-72e3-411d-9ba7-a5bc7030cfd6\", \"b3fede5e-3c9e-47cf-a092-da4b00551e1c\", \"27b3a808-1792-4672-951f-62368bb3963e\", \"cfd0dd96-b6a0-4bac-b0d7-78e2c1d5dbd9\", \"b43ec7f6-a48f-452c-9489-249a653b19cc\"], \"total_duration\": 11037.0, \"total_sessions\": 7, \"mean_week_duration\": 50.168}, \"56783\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-12 04:40:04.000000+00:00\", \"2020-05-03 05:50:23.000000+00:00\", \"2023-06-14 09:53:47.000000+00:00\", \"2023-03-19 11:45:44.000000+00:00\", \"2022-06-05 21:14:22.000000+00:00\", \"2022-03-03 04:07:46.000000+00:00\"], \"session_ids\": [\"588d0835-c82a-4c0f-ba89-e33fe7e76090\", \"34013a1b-1ba0-45b4-8205-ff45f1ad4ad9\", \"0c28a7df-469f-4281-bd00-d97eb8a1d722\", \"528124cb-47ce-44dc-90e2-d92effae6f5d\", \"224e7e43-a348-43d2-9a8a-6c9ad93dc5e4\", \"02288c93-e448-446e-bb8a-c023c831577c\"], \"total_duration\": 4214.0, \"total_sessions\": 6, \"mean_week_duration\": 25.853}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"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[{\"83049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-04-14 21:58:05.000000+00:00\", \"2022-08-03 20:06:23.000000+00:00\"], \"session_ids\": [\"3d17095f-9fd2-406a-b64d-f7f8d94773bb\", \"9374bf12-c7ca-4443-9650-c2b35a97ac43\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 6.216}}, {\"70117\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-20 00:23:56.000000+00:00\", \"2020-12-05 20:55:59.000000+00:00\"], \"session_ids\": [\"02fec958-92a5-4a94-b25d-b75693b790be\", \"261bb828-94a9-4412-90f9-e33e00b44c01\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.988}}, {\"42322\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-01 13:32:49.000000+00:00\", \"2023-03-06 08:47:35.000000+00:00\"], \"session_ids\": [\"d0df8d10-aca0-47f4-9eda-5b96f51a5905\", \"00ad620f-80b1-4f1e-bc30-d2efe18a44dd\"], \"total_duration\": 426.0, \"total_sessions\": 2, \"mean_week_duration\": 2.078}}, {\"97670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-10 23:29:28.000000+00:00\", \"2022-08-22 22:52:35.000000+00:00\"], \"session_ids\": [\"5384e1a7-aa18-4dd4-a824-fcebd803b924\", \"04cddce0-ce9a-44dc-ad4e-ef2d11ab60c4\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 19.4}}, {\"37166\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-06-22 05:05:47.000000+00:00\", \"2020-12-22 00:42:39.000000+00:00\", \"2019-05-02 07:13:57.000000+00:00\"], \"session_ids\": [\"d88533a3-f4f4-4ca4-a5fc-90d55b9650f3\", \"9f24d90d-cffa-499f-b519-9353d8d380a4\", \"ec5f460e-82c5-4eca-bd70-b54721c869eb\"], \"total_duration\": 514.0, \"total_sessions\": 3, \"mean_week_duration\": 2.38}}, {\"56783\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-06-12 04:40:04.000000+00:00\", \"2020-05-03 05:50:23.000000+00:00\", \"2023-06-14 09:53:47.000000+00:00\", \"2023-03-19 11:45:44.000000+00:00\", \"2022-06-05 21:14:22.000000+00:00\", \"2022-03-03 04:07:46.000000+00:00\"], \"session_ids\": [\"588d0835-c82a-4c0f-ba89-e33fe7e76090\", \"34013a1b-1ba0-45b4-8205-ff45f1ad4ad9\", \"0c28a7df-469f-4281-bd00-d97eb8a1d722\", \"528124cb-47ce-44dc-90e2-d92effae6f5d\", \"224e7e43-a348-43d2-9a8a-6c9ad93dc5e4\", \"02288c93-e448-446e-bb8a-c023c831577c\"], \"total_duration\": 4214.0, \"total_sessions\": 6, \"mean_week_duration\": 25.853}}, {\"78827\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-04-07 19:25:55.000000+00:00\", \"2021-01-04 07:14:42.000000+00:00\", \"2019-02-11 16:27:50.000000+00:00\", \"2019-09-12 02:47:26.000000+00:00\", \"2023-04-26 22:24:59.000000+00:00\", \"2019-07-16 11:55:33.000000+00:00\", \"2022-09-12 14:24:35.000000+00:00\"], \"session_ids\": [\"8f9ddd2e-d127-470b-87e7-0c2396fed972\", \"b2f2c2ec-7700-4832-8c61-927293217dee\", \"45bc3997-72e3-411d-9ba7-a5bc7030cfd6\", \"b3fede5e-3c9e-47cf-a092-da4b00551e1c\", \"27b3a808-1792-4672-951f-62368bb3963e\", \"cfd0dd96-b6a0-4bac-b0d7-78e2c1d5dbd9\", \"b43ec7f6-a48f-452c-9489-249a653b19cc\"], \"total_duration\": 11037.0, \"total_sessions\": 7, \"mean_week_duration\": 50.168}}, {\"71780\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-12-08 22:16:37.000000+00:00\", \"2023-05-05 12:39:27.000000+00:00\", \"2019-07-25 00:31:06.000000+00:00\", \"2022-07-24 21:00:29.000000+00:00\", \"2019-08-27 23:38:26.000000+00:00\", \"2023-02-22 04:15:30.000000+00:00\", \"2023-06-09 11:12:50.000000+00:00\", \"2022-09-18 22:28:56.000000+00:00\", \"2020-10-20 14:18:03.000000+00:00\"], \"session_ids\": [\"8e05e1a7-f5fb-4232-8ec8-968f15473c58\", \"bedcc603-accd-43e9-baf1-d3124e955fc4\", \"3acaeaa5-b3ce-4b5c-b10c-0ecd55877ea1\", \"cd3cb26c-15e3-4891-9da8-1d6f2d53b4c2\", \"4b83a7ae-d0c3-430e-a130-309db6237c33\", \"25f73f99-4531-46cf-ab90-cbb8bc8085f8\", \"dff02b58-16cf-481c-9c2b-01a28142e119\", \"2d7eb0b5-8ea2-4117-89f0-86e863d10208\", \"d08f4cad-a8f2-4c07-8953-5d13243b6568\"], \"total_duration\": 12191.0, \"total_sessions\": 9, \"mean_week_duration\": 60.054}}, {\"68934\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-08-29 07:41:27.000000+00:00\", \"2022-12-19 06:13:31.000000+00:00\", \"2022-06-03 03:25:07.000000+00:00\", \"2019-06-02 02:06:15.000000+00:00\", \"2023-05-30 20:03:37.000000+00:00\", \"2019-11-15 20:50:42.000000+00:00\", \"2021-01-06 04:33:33.000000+00:00\", \"2020-07-21 07:16:05.000000+00:00\", \"2021-07-17 08:44:50.000000+00:00\", \"2021-03-12 08:54:46.000000+00:00\"], \"session_ids\": [\"ae2b4051-a00d-4e9e-9a85-0b49718e0eb5\", \"23b89c09-b37c-43fd-bf5e-12a4ac12421e\", \"4a21e29c-5452-4522-ab30-f4282439b500\", \"dc0b60eb-9ec6-4025-9dbe-955e4f4a3829\", \"269c12a0-52e4-47d9-9dc4-99c08ce7034e\", \"9f6be1c2-06b4-41e3-b0ab-d372288a9792\", \"17c5ed54-41b8-478e-8028-bb6fa3d9dfee\", \"07b25938-22e7-4f0e-8b7c-1e1ae68fa2da\", \"d4deb866-07e6-4eac-b42f-eba5de1e2a28\", \"51711a9b-6fc0-451f-8009-64714290f820\"], \"total_duration\": 24514.0, \"total_sessions\": 10, \"mean_week_duration\": 117.292}}, {\"27043\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-01-23 23:42:38.000000+00:00\", \"2021-12-09 05:35:40.000000+00:00\", \"2019-11-01 07:54:35.000000+00:00\", \"2023-04-25 17:05:45.000000+00:00\", \"2019-08-22 20:34:03.000000+00:00\", \"2021-12-19 10:45:18.000000+00:00\", \"2020-04-24 08:38:26.000000+00:00\", \"2019-10-16 02:08:55.000000+00:00\", \"2019-02-15 00:36:46.000000+00:00\", \"2019-10-09 10:57:19.000000+00:00\"], \"session_ids\": [\"ba844533-c74a-475b-bf61-56e186ea69e5\", \"1f09196e-9b61-4236-99c2-7dd7beeb25ae\", \"f8f236f0-ed52-42d6-87ac-2222a31b9e0c\", \"e82b2967-0afe-49f7-b6d1-6eaa37f2ffdd\", \"66b703a8-4a2c-43ed-997f-390f0cde9a08\", \"bb2f55b1-6730-47a5-a30a-c130736b742c\", \"e8fb2d3b-bf6c-4f54-be11-325def4a6695\", \"137b7681-4199-494b-87a0-31483fc5f981\", \"3115b7e8-aa54-4bb3-82d4-e6d493348f20\", \"3251e76f-b36d-428e-b81d-d630727e4cfa\"], \"total_duration\": 30832.0, \"total_sessions\": 10, \"mean_week_duration\": 138.883}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"83049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-04-14 21:58:05.000000+00:00\", \"2022-08-03 20:06:23.000000+00:00\"], \"session_ids\": [\"3d17095f-9fd2-406a-b64d-f7f8d94773bb\", \"9374bf12-c7ca-4443-9650-c2b35a97ac43\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 6.216}}, {\"70117\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-20 00:23:56.000000+00:00\", \"2020-12-05 20:55:59.000000+00:00\"], \"session_ids\": [\"02fec958-92a5-4a94-b25d-b75693b790be\", \"261bb828-94a9-4412-90f9-e33e00b44c01\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.988}}, {\"42322\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-01 13:32:49.000000+00:00\", \"2023-03-06 08:47:35.000000+00:00\"], \"session_ids\": [\"d0df8d10-aca0-47f4-9eda-5b96f51a5905\", \"00ad620f-80b1-4f1e-bc30-d2efe18a44dd\"], \"total_duration\": 426.0, \"total_sessions\": 2, \"mean_week_duration\": 2.078}}, {\"97670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-10 23:29:28.000000+00:00\", \"2022-08-22 22:52:35.000000+00:00\"], \"session_ids\": [\"5384e1a7-aa18-4dd4-a824-fcebd803b924\", \"04cddce0-ce9a-44dc-ad4e-ef2d11ab60c4\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 19.4}}]\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[{\"83049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-04-14 21:58:05.000000+00:00\", \"2022-08-03 20:06:23.000000+00:00\"], \"session_ids\": [\"3d17095f-9fd2-406a-b64d-f7f8d94773bb\", \"9374bf12-c7ca-4443-9650-c2b35a97ac43\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 6.216}}, {\"70117\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-20 00:23:56.000000+00:00\", \"2020-12-05 20:55:59.000000+00:00\"], \"session_ids\": [\"02fec958-92a5-4a94-b25d-b75693b790be\", \"261bb828-94a9-4412-90f9-e33e00b44c01\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.988}}, {\"42322\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-01 13:32:49.000000+00:00\", \"2023-03-06 08:47:35.000000+00:00\"], \"session_ids\": [\"d0df8d10-aca0-47f4-9eda-5b96f51a5905\", \"00ad620f-80b1-4f1e-bc30-d2efe18a44dd\"], \"total_duration\": 426.0, \"total_sessions\": 2, \"mean_week_duration\": 2.078}}, {\"97670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-10 23:29:28.000000+00:00\", \"2022-08-22 22:52:35.000000+00:00\"], \"session_ids\": [\"5384e1a7-aa18-4dd4-a824-fcebd803b924\", \"04cddce0-ce9a-44dc-ad4e-ef2d11ab60c4\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 19.4}}]\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 regarding user whose time using the app per week is smaller than 11 , and sort by site usage time from the largest to the smallest plus provide me only with 2 pieces of information."
}
] |
[
{
"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{\"53115\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-01 02:18:25.000000+00:00\", \"2020-02-29 06:46:06.000000+00:00\", \"2020-01-22 07:33:25.000000+00:00\", \"2022-04-17 13:41:14.000000+00:00\"], \"session_ids\": [\"b3518bd7-b26e-489c-bd99-7ce28f3bf8ac\", \"b210b980-9a6a-425a-a4b9-518353070033\", \"1a8f99d9-4ff3-4b78-b4c1-44676bec21e9\", \"54c34380-daa8-4b81-b54b-1fc8ba2d4b53\"], \"total_duration\": 67.0, \"total_sessions\": 4, \"mean_week_duration\": 0.573}, \"86004\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-11 17:46:34.000000+00:00\", \"2019-03-04 09:50:25.000000+00:00\"], \"session_ids\": [\"dfa8ac3b-0792-48e2-96ef-ac0eeedc633f\", \"21b4e37f-2e46-45a5-840a-7b509eee4b34\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 2.853}, \"80592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-27 05:50:02.000000+00:00\", \"2020-10-15 09:01:23.000000+00:00\", \"2021-09-30 18:13:19.000000+00:00\", \"2021-09-29 12:09:45.000000+00:00\", \"2020-01-21 11:38:51.000000+00:00\", \"2021-04-04 14:01:01.000000+00:00\", \"2022-03-22 06:50:48.000000+00:00\", \"2021-04-08 09:40:01.000000+00:00\", \"2021-09-19 11:31:38.000000+00:00\"], \"session_ids\": [\"9d4e5aee-af53-46ba-8bde-81066def22fd\", \"8f79698d-654e-4b78-ac4d-3ae447292910\", \"e67942d8-f412-4cc1-b3f5-8f8910165c78\", \"dcf8a19c-804a-45c7-a323-32b185884984\", \"6787d8ae-b3e6-4892-baa5-4d37e09264d6\", \"f8941246-0bf5-4563-9410-d690a6485a60\", \"d5ed9f10-016f-44b5-96a3-840461b3fc8b\", \"be677414-935b-486c-919d-ed371285d373\", \"03fedb87-edca-45f9-a6ac-244b515c5c3a\"], \"total_duration\": 1270.0, \"total_sessions\": 9, \"mean_week_duration\": 11.239}, \"18225\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-20 15:57:38.000000+00:00\", \"2023-01-16 15:56:19.000000+00:00\", \"2022-01-19 08:38:12.000000+00:00\", \"2021-11-29 19:30:51.000000+00:00\", \"2021-01-08 20:03:40.000000+00:00\", \"2022-03-11 03:13:56.000000+00:00\", \"2019-10-21 01:48:35.000000+00:00\", \"2020-01-04 15:17:14.000000+00:00\", \"2020-12-10 07:33:17.000000+00:00\", \"2020-01-24 11:27:32.000000+00:00\", \"2020-05-19 02:01:50.000000+00:00\"], \"session_ids\": [\"7a1e7d33-6b6f-43a0-b050-1636012a8d05\", \"d88d91f4-195f-4730-97ec-3c20a06cc680\", \"103de596-daab-4f23-a401-837417791e4b\", \"db53fe86-26e0-4b6f-9cdd-5dfa11c8d623\", \"89548974-81a9-4a7c-9af2-f1ec29bf6d71\", \"c9537f3a-de34-42dc-a6ab-889383d8571d\", \"b087630f-94a5-40d3-98a3-8a60a23f3a1a\", \"e9bf5f7a-b332-4751-8399-5949574c0d9e\", \"c6e1d616-f57f-40f7-90db-1dd246dbce70\", \"f4f0e56d-8894-43b5-9be3-bc7f1ab68a14\", \"ec038d98-b3dc-4ba7-8af8-06c3e3313976\"], \"total_duration\": 163.0, \"total_sessions\": 11, \"mean_week_duration\": 0.891}, \"46850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-05-06 08:44:40.000000+00:00\", \"2023-03-26 14:37:34.000000+00:00\"], \"session_ids\": [\"3b6934db-786b-4265-b691-cd8600f57c6a\", \"27ef098b-442f-4e26-b93e-f0a264750a25\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 1.438}, \"7685\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-10 17:21:55.000000+00:00\", \"2020-10-01 23:50:08.000000+00:00\"], \"session_ids\": [\"1f9551b5-a802-4953-b74b-c2f0159541cf\", \"8db97e89-bf67-47b8-a9e2-148f7bd55fcc\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 161.333}, \"33703\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-20 20:36:25.000000+00:00\", \"2019-09-30 19:06:43.000000+00:00\", \"2019-06-05 11:28:39.000000+00:00\", \"2019-03-18 10:16:31.000000+00:00\", \"2021-02-28 10:55:44.000000+00:00\"], \"session_ids\": [\"ec8f8f6d-1be6-4aaf-b432-6c7fad5f408c\", \"92e43275-42fa-409b-91af-8cffae587d41\", \"d3d357ef-34a7-45bc-97aa-1ff44fe61aae\", \"1681e118-2452-4985-87bd-efc6f93f0604\", \"d4963b06-9432-4c64-be68-1b0dbe1a702d\"], \"total_duration\": 434.0, \"total_sessions\": 5, \"mean_week_duration\": 4.255}, \"37498\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-26 22:08:34.000000+00:00\", \"2020-10-02 10:27:05.000000+00:00\", \"2021-09-28 19:13:18.000000+00:00\"], \"session_ids\": [\"5e66684c-70b8-4286-a3e3-a0ea49668101\", \"cf63ec9e-eb62-4734-8f2b-63e7a3bc190f\", \"aa7c847d-45e4-454e-a0a1-af527acb2f0e\"], \"total_duration\": 488.0, \"total_sessions\": 3, \"mean_week_duration\": 9.385}, \"74450\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-20 20:07:41.000000+00:00\", \"2021-07-13 11:40:26.000000+00:00\"], \"session_ids\": [\"6a84aab8-a5db-480a-9461-74ec4aa90b06\", \"33a8a828-fe80-4fcb-876e-e3cd98de94b8\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.026}, \"63149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-09 09:13:48.000000+00:00\", \"2019-04-30 08:27:21.000000+00:00\"], \"session_ids\": [\"fd1e9948-1fcf-4e1c-8f8d-683b5cd0eded\", \"e6358213-bda6-4f10-831b-10378024ad8a\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 2.514}}\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 11"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53115\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-01 02:18:25.000000+00:00\", \"2020-02-29 06:46:06.000000+00:00\", \"2020-01-22 07:33:25.000000+00:00\", \"2022-04-17 13:41:14.000000+00:00\"], \"session_ids\": [\"b3518bd7-b26e-489c-bd99-7ce28f3bf8ac\", \"b210b980-9a6a-425a-a4b9-518353070033\", \"1a8f99d9-4ff3-4b78-b4c1-44676bec21e9\", \"54c34380-daa8-4b81-b54b-1fc8ba2d4b53\"], \"total_duration\": 67.0, \"total_sessions\": 4, \"mean_week_duration\": 0.573}, \"86004\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-11 17:46:34.000000+00:00\", \"2019-03-04 09:50:25.000000+00:00\"], \"session_ids\": [\"dfa8ac3b-0792-48e2-96ef-ac0eeedc633f\", \"21b4e37f-2e46-45a5-840a-7b509eee4b34\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 2.853}, \"18225\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-20 15:57:38.000000+00:00\", \"2023-01-16 15:56:19.000000+00:00\", \"2022-01-19 08:38:12.000000+00:00\", \"2021-11-29 19:30:51.000000+00:00\", \"2021-01-08 20:03:40.000000+00:00\", \"2022-03-11 03:13:56.000000+00:00\", \"2019-10-21 01:48:35.000000+00:00\", \"2020-01-04 15:17:14.000000+00:00\", \"2020-12-10 07:33:17.000000+00:00\", \"2020-01-24 11:27:32.000000+00:00\", \"2020-05-19 02:01:50.000000+00:00\"], \"session_ids\": [\"7a1e7d33-6b6f-43a0-b050-1636012a8d05\", \"d88d91f4-195f-4730-97ec-3c20a06cc680\", \"103de596-daab-4f23-a401-837417791e4b\", \"db53fe86-26e0-4b6f-9cdd-5dfa11c8d623\", \"89548974-81a9-4a7c-9af2-f1ec29bf6d71\", \"c9537f3a-de34-42dc-a6ab-889383d8571d\", \"b087630f-94a5-40d3-98a3-8a60a23f3a1a\", \"e9bf5f7a-b332-4751-8399-5949574c0d9e\", \"c6e1d616-f57f-40f7-90db-1dd246dbce70\", \"f4f0e56d-8894-43b5-9be3-bc7f1ab68a14\", \"ec038d98-b3dc-4ba7-8af8-06c3e3313976\"], \"total_duration\": 163.0, \"total_sessions\": 11, \"mean_week_duration\": 0.891}, \"46850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-05-06 08:44:40.000000+00:00\", \"2023-03-26 14:37:34.000000+00:00\"], \"session_ids\": [\"3b6934db-786b-4265-b691-cd8600f57c6a\", \"27ef098b-442f-4e26-b93e-f0a264750a25\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 1.438}, \"33703\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-20 20:36:25.000000+00:00\", \"2019-09-30 19:06:43.000000+00:00\", \"2019-06-05 11:28:39.000000+00:00\", \"2019-03-18 10:16:31.000000+00:00\", \"2021-02-28 10:55:44.000000+00:00\"], \"session_ids\": [\"ec8f8f6d-1be6-4aaf-b432-6c7fad5f408c\", \"92e43275-42fa-409b-91af-8cffae587d41\", \"d3d357ef-34a7-45bc-97aa-1ff44fe61aae\", \"1681e118-2452-4985-87bd-efc6f93f0604\", \"d4963b06-9432-4c64-be68-1b0dbe1a702d\"], \"total_duration\": 434.0, \"total_sessions\": 5, \"mean_week_duration\": 4.255}, \"37498\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-26 22:08:34.000000+00:00\", \"2020-10-02 10:27:05.000000+00:00\", \"2021-09-28 19:13:18.000000+00:00\"], \"session_ids\": [\"5e66684c-70b8-4286-a3e3-a0ea49668101\", \"cf63ec9e-eb62-4734-8f2b-63e7a3bc190f\", \"aa7c847d-45e4-454e-a0a1-af527acb2f0e\"], \"total_duration\": 488.0, \"total_sessions\": 3, \"mean_week_duration\": 9.385}, \"74450\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-20 20:07:41.000000+00:00\", \"2021-07-13 11:40:26.000000+00:00\"], \"session_ids\": [\"6a84aab8-a5db-480a-9461-74ec4aa90b06\", \"33a8a828-fe80-4fcb-876e-e3cd98de94b8\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.026}, \"63149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-09 09:13:48.000000+00:00\", \"2019-04-30 08:27:21.000000+00:00\"], \"session_ids\": [\"fd1e9948-1fcf-4e1c-8f8d-683b5cd0eded\", \"e6358213-bda6-4f10-831b-10378024ad8a\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 2.514}}\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[{\"37498\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-26 22:08:34.000000+00:00\", \"2020-10-02 10:27:05.000000+00:00\", \"2021-09-28 19:13:18.000000+00:00\"], \"session_ids\": [\"5e66684c-70b8-4286-a3e3-a0ea49668101\", \"cf63ec9e-eb62-4734-8f2b-63e7a3bc190f\", \"aa7c847d-45e4-454e-a0a1-af527acb2f0e\"], \"total_duration\": 488.0, \"total_sessions\": 3, \"mean_week_duration\": 9.385}}, {\"33703\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-20 20:36:25.000000+00:00\", \"2019-09-30 19:06:43.000000+00:00\", \"2019-06-05 11:28:39.000000+00:00\", \"2019-03-18 10:16:31.000000+00:00\", \"2021-02-28 10:55:44.000000+00:00\"], \"session_ids\": [\"ec8f8f6d-1be6-4aaf-b432-6c7fad5f408c\", \"92e43275-42fa-409b-91af-8cffae587d41\", \"d3d357ef-34a7-45bc-97aa-1ff44fe61aae\", \"1681e118-2452-4985-87bd-efc6f93f0604\", \"d4963b06-9432-4c64-be68-1b0dbe1a702d\"], \"total_duration\": 434.0, \"total_sessions\": 5, \"mean_week_duration\": 4.255}}, {\"46850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-05-06 08:44:40.000000+00:00\", \"2023-03-26 14:37:34.000000+00:00\"], \"session_ids\": [\"3b6934db-786b-4265-b691-cd8600f57c6a\", \"27ef098b-442f-4e26-b93e-f0a264750a25\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 1.438}}, {\"86004\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-11 17:46:34.000000+00:00\", \"2019-03-04 09:50:25.000000+00:00\"], \"session_ids\": [\"dfa8ac3b-0792-48e2-96ef-ac0eeedc633f\", \"21b4e37f-2e46-45a5-840a-7b509eee4b34\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 2.853}}, {\"63149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-09 09:13:48.000000+00:00\", \"2019-04-30 08:27:21.000000+00:00\"], \"session_ids\": [\"fd1e9948-1fcf-4e1c-8f8d-683b5cd0eded\", \"e6358213-bda6-4f10-831b-10378024ad8a\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 2.514}}, {\"18225\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-20 15:57:38.000000+00:00\", \"2023-01-16 15:56:19.000000+00:00\", \"2022-01-19 08:38:12.000000+00:00\", \"2021-11-29 19:30:51.000000+00:00\", \"2021-01-08 20:03:40.000000+00:00\", \"2022-03-11 03:13:56.000000+00:00\", \"2019-10-21 01:48:35.000000+00:00\", \"2020-01-04 15:17:14.000000+00:00\", \"2020-12-10 07:33:17.000000+00:00\", \"2020-01-24 11:27:32.000000+00:00\", \"2020-05-19 02:01:50.000000+00:00\"], \"session_ids\": [\"7a1e7d33-6b6f-43a0-b050-1636012a8d05\", \"d88d91f4-195f-4730-97ec-3c20a06cc680\", \"103de596-daab-4f23-a401-837417791e4b\", \"db53fe86-26e0-4b6f-9cdd-5dfa11c8d623\", \"89548974-81a9-4a7c-9af2-f1ec29bf6d71\", \"c9537f3a-de34-42dc-a6ab-889383d8571d\", \"b087630f-94a5-40d3-98a3-8a60a23f3a1a\", \"e9bf5f7a-b332-4751-8399-5949574c0d9e\", \"c6e1d616-f57f-40f7-90db-1dd246dbce70\", \"f4f0e56d-8894-43b5-9be3-bc7f1ab68a14\", \"ec038d98-b3dc-4ba7-8af8-06c3e3313976\"], \"total_duration\": 163.0, \"total_sessions\": 11, \"mean_week_duration\": 0.891}}, {\"74450\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-20 20:07:41.000000+00:00\", \"2021-07-13 11:40:26.000000+00:00\"], \"session_ids\": [\"6a84aab8-a5db-480a-9461-74ec4aa90b06\", \"33a8a828-fe80-4fcb-876e-e3cd98de94b8\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.026}}, {\"53115\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-01 02:18:25.000000+00:00\", \"2020-02-29 06:46:06.000000+00:00\", \"2020-01-22 07:33:25.000000+00:00\", \"2022-04-17 13:41:14.000000+00:00\"], \"session_ids\": [\"b3518bd7-b26e-489c-bd99-7ce28f3bf8ac\", \"b210b980-9a6a-425a-a4b9-518353070033\", \"1a8f99d9-4ff3-4b78-b4c1-44676bec21e9\", \"54c34380-daa8-4b81-b54b-1fc8ba2d4b53\"], \"total_duration\": 67.0, \"total_sessions\": 4, \"mean_week_duration\": 0.573}}]\n```\n"
}
] |
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