5TCC-Vilela-POA-Perez.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "noteable-chatgpt": {
      "create_notebook": {
        "openai_conversation_id": "7be24ec4-1c30-5476-8d91-94906dfdc54f",
        "openai_ephemeral_user_id": "c6338bf1-57ac-5fbf-ad67-ee6cf452a44d"
      }
    },
    "noteable": {
      "last_transaction_id": "bab62605-0df6-441a-a40a-101661069f66"
    },
    "selected_hardware_size": "small",
    "kernel_info": {
      "name": "python3"
    },
    "kernelspec": {
      "display_name": "Python 3.9",
      "language": "python",
      "name": "python3"
    }
  },
  "cells": [
    {
      "id": "4622c8c7-64d9-4fd2-8ef5-01e61b90bc97",
      "cell_type": "code",
      "metadata": {
        "noteable": {
          "cell_type": "code",
          "output_collection_id": "c4f11418-8488-4ef9-8434-b8db6cc7626b"
        },
        "ExecuteTime": {
          "end_time": "2023-08-09T16:49:36.808369+00:00",
          "start_time": "2023-08-09T16:48:58.049615+00:00"
        },
        "datalink": {
          "3ff679e0-d487-41fc-8988-37b0644be1dc": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "3ff679e0-d487-41fc-8988-37b0644be1dc",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T16:51:57.247105",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_980dd0efa29c4859befa03a33469d488"
          },
          "9ebeaeea-47fb-407b-bf14-c5e47739f219": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "9ebeaeea-47fb-407b-bf14-c5e47739f219",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T17:24:41.514258",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_0a4f3086aa74438eb192d9e50e586f25"
          },
          "8f29abe3-f89c-4966-b401-6e6943d17862": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "8f29abe3-f89c-4966-b401-6e6943d17862",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T17:37:11.778295",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_b53bbd5f30aa4474b275d6330f345c1c"
          },
          "db00ace9-2add-4e78-90bf-d3682f89fe6d": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "db00ace9-2add-4e78-90bf-d3682f89fe6d",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T17:47:37.445280",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_47300220547d4f4986451e4704bb6780"
          },
          "b1552eb9-959b-4ed0-bd17-327184850c05": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "b1552eb9-959b-4ed0-bd17-327184850c05",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T17:51:28.892054",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_cd750469335e4555bc0cb9a5401ef1b6"
          },
          "e51e27c8-669a-4c9a-994e-b2f16fe83a7e": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "e51e27c8-669a-4c9a-994e-b2f16fe83a7e",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T17:55:39.317273",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_98b5f93213e34efda6e05b373036f55a"
          },
          "eac9c601-762e-4bc5-bf3c-f7a00af28504": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "eac9c601-762e-4bc5-bf3c-f7a00af28504",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T17:57:03.795463",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_5ed8a552d1bf41d6a2ddc6c5293cca84"
          },
          "051f5dd1-098b-452c-8305-3c0166823ae2": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "051f5dd1-098b-452c-8305-3c0166823ae2",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T17:57:54.256776",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_c8e72d3f10aa4997b6b0433a5d3d5e8c"
          },
          "5938cf59-99e0-4306-aad1-4c0756a9b95f": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "5938cf59-99e0-4306-aad1-4c0756a9b95f",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T17:59:20.044768",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_907471f636c8438eb76a274a93fe3124"
          },
          "994b382b-fb90-476a-983e-f4d09aa32b6d": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "994b382b-fb90-476a-983e-f4d09aa32b6d",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:00:08.635296",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_424651ef1ef241dabd7bf4d0a5f01c33"
          },
          "ad7786da-71fb-4571-97e3-c317c482eec7": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "ad7786da-71fb-4571-97e3-c317c482eec7",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:01:52.306123",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_8fc07262ee604cd3a3dcd84d3798683d"
          },
          "d3834602-0282-4cd9-b534-5de542ed448d": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "d3834602-0282-4cd9-b534-5de542ed448d",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:03:48.731685",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_5bdd6cb9605a46ce8d45cd6483311707"
          },
          "a65f9e64-b894-49ce-a807-2e03e367a753": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "a65f9e64-b894-49ce-a807-2e03e367a753",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:05:58.724346",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_e312d99f11af44b3874a33b6cd788a9d"
          },
          "4c93ec7e-2269-48de-8f90-2536245456b6": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "4c93ec7e-2269-48de-8f90-2536245456b6",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:06:37.004720",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_36a1f338cad04656b5fd3c8185b87b4a"
          },
          "6b26a1c5-d02a-42f7-b4c9-9033eb564900": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "6b26a1c5-d02a-42f7-b4c9-9033eb564900",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:07:00.199164",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_c29503fba13e4957933ad4c0b01a5a39"
          },
          "8d62ce9a-2fb9-4229-ad66-184082675b3b": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "8d62ce9a-2fb9-4229-ad66-184082675b3b",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:09:51.740850",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_c444b9f338924c4bbca345145e58cede"
          },
          "80d12159-c696-4b0b-8a81-4386d8d8b97f": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "80d12159-c696-4b0b-8a81-4386d8d8b97f",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:11:18.182644",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_37f3e79474914f11bc4bcbba82d31c12"
          },
          "1d912a1b-0f36-42ac-8b36-25452fba20ec": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "1d912a1b-0f36-42ac-8b36-25452fba20ec",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:12:19.108028",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_cdc2fc5b9f034b0782182982d7d8077c"
          },
          "67a2e63e-b1e1-45fb-8e99-336234f6cfd4": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "67a2e63e-b1e1-45fb-8e99-336234f6cfd4",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:17:54.451279",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_93782b32e4c54060b49c2e69effd95a0"
          },
          "04877ad7-f709-49ca-a6b9-7d32c35aae70": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "04877ad7-f709-49ca-a6b9-7d32c35aae70",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:19:17.502557",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_cf8ca3c1bd8a404b820a51909f901091"
          },
          "3e43e63d-123e-4e90-95c9-290f7f114fba": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "3e43e63d-123e-4e90-95c9-290f7f114fba",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:19:39.796142",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_09413b2ddcb44e908f22b70249077608"
          },
          "1329f722-6eea-4825-b741-7474d51a5d12": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "1329f722-6eea-4825-b741-7474d51a5d12",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:21:11.559765",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_ec51c6deafe547578ceef23102e93cf0"
          },
          "08aa86dd-b717-4a98-835b-12c94c8fa457": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "08aa86dd-b717-4a98-835b-12c94c8fa457",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:32:04.073172",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_3a574c29d7e84875a2e626caf6a0fb92"
          },
          "378f8a79-0471-42ba-90a5-fcc683e6c78d": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "378f8a79-0471-42ba-90a5-fcc683e6c78d",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:32:55.200279",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_825368fc772149ff9b3705bd544152bf"
          },
          "abca2045-2a81-44ea-a370-fd0ba492f405": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "abca2045-2a81-44ea-a370-fd0ba492f405",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:59:22.287844",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_6378e8d575144c93aced0a15641b764b"
          },
          "f72abd62-551c-414b-865d-462f2fbbf168": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "f72abd62-551c-414b-865d-462f2fbbf168",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T18:59:56.952916",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_79858f7d55ab4d10bc6b12a930dd5cb9"
          },
          "d1fa2851-e1e7-41a4-bae3-843c4e060bd3": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "d1fa2851-e1e7-41a4-bae3-843c4e060bd3",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T19:03:46.660275",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_0cbc92257e644b58b2bafd4606be7711"
          },
          "4bda72b5-ef58-4c43-b785-b9f6da64fb5a": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "4bda72b5-ef58-4c43-b785-b9f6da64fb5a",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T22:35:08.909621",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_efea4e76fb844cc08e2292ffa10541f3"
          },
          "db6a10ed-b375-42db-87c3-47339c6de280": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "db6a10ed-b375-42db-87c3-47339c6de280",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T22:46:43.051188",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_81ffb9dbb97048c4a1ea723c8475dfb2"
          },
          "992c17ca-44d2-4884-89f3-856b1f126a7e": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "992c17ca-44d2-4884-89f3-856b1f126a7e",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T22:48:05.140916",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_51e909f8dc0744fe87f2e5060446f0a8"
          },
          "c17a454b-cd7a-4f05-9e60-7b1636adaea3": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "c17a454b-cd7a-4f05-9e60-7b1636adaea3",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T22:51:13.744882",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_04074b6e5dfa4df09a897fe2f795bd2a"
          },
          "19f5a4e9-b29c-4a82-ae07-8d9e0fe179c7": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 30,
              "orig_size_bytes": 480,
              "truncated_num_cols": 1,
              "truncated_num_rows": 30,
              "truncated_size_bytes": 480,
              "truncated_string_columns": []
            },
            "display_id": "19f5a4e9-b29c-4a82-ae07-8d9e0fe179c7",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T22:55:50.175622",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_eed4a9de867348c3ba533cf83a713428"
          },
          "bf4ffea4-902c-4ab3-acbb-375540f05e3f": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 365,
              "orig_size_bytes": 5840,
              "truncated_num_cols": 1,
              "truncated_num_rows": 365,
              "truncated_size_bytes": 5840,
              "truncated_string_columns": []
            },
            "display_id": "bf4ffea4-902c-4ab3-acbb-375540f05e3f",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T22:56:56.461199",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_add7e7bd93af40ada5ea06bdd5e3f13e"
          },
          "c57b3c60-877e-488b-92f4-f53f47d90d61": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "c57b3c60-877e-488b-92f4-f53f47d90d61",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T23:35:19.729002",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_ab94f26b60114b0fb39f45eff0b5e0fa"
          },
          "7acaf08f-c2bd-45a2-afd0-9e8cd0e98c39": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "7acaf08f-c2bd-45a2-afd0-9e8cd0e98c39",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T23:35:47.831450",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_5b51a9c7267843d7b8d1a187f91c192b"
          },
          "0e4be5b1-a9ce-454b-b210-a25bd74497b8": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "0e4be5b1-a9ce-454b-b210-a25bd74497b8",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T23:38:07.314424",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_9047d6ec83f746929433f317b79430a0"
          },
          "982e850a-5530-4ec7-963b-378911218e23": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "982e850a-5530-4ec7-963b-378911218e23",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T23:42:04.423046",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_75a10a3668dd4903b188ddddbdf384fd"
          },
          "3ddce6b5-bf3a-4b05-8470-994701a97092": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "3ddce6b5-bf3a-4b05-8470-994701a97092",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T23:43:58.318187",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_c23dea85ec1b49dca9cb881f54db3b1e"
          },
          "8aa2c223-5ee0-44b5-bfa9-71cdd9ac56d2": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "8aa2c223-5ee0-44b5-bfa9-71cdd9ac56d2",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T23:47:59.029727",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_c49d3c3fccc54cabbf83c6c8ba079625"
          },
          "ca242885-2b2c-4734-ac98-99e5a944f21e": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "ca242885-2b2c-4734-ac98-99e5a944f21e",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-13T23:50:23.799110",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_739f3e23ba654cebb7ccc7eb2e6b0708"
          },
          "2acaedaf-62b4-4228-b144-302e093f7dfa": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "2acaedaf-62b4-4228-b144-302e093f7dfa",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T00:33:08.323524",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_b5a5e6b0c7ab4c7ea6d07d5b0f46a9ac"
          },
          "f668e208-9673-4cc5-b072-79871a3c97ec": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "f668e208-9673-4cc5-b072-79871a3c97ec",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T00:52:40.204258",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_e57792135b144e6e8a175b2472f3e060"
          },
          "fb20ec6e-8a89-4af0-9489-a230be8274d4": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "fb20ec6e-8a89-4af0-9489-a230be8274d4",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T00:53:20.823061",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_5a426e14d19a43dc956969ad6fbc3c38"
          },
          "f92fe37b-6509-40da-a47b-98782b0c6b96": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "f92fe37b-6509-40da-a47b-98782b0c6b96",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T00:54:06.614384",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_0c3e4515549e43c696b5a90384ac8ccb"
          },
          "4fbf38d7-0986-48d0-aeef-b3eb7cef3685": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "4fbf38d7-0986-48d0-aeef-b3eb7cef3685",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T00:54:40.312142",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_ea1510b1f5b44330848fd3b7338c879a"
          },
          "735395ba-a9c1-4d8a-a35d-427fcd8bb4b4": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "735395ba-a9c1-4d8a-a35d-427fcd8bb4b4",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T00:55:47.324488",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_8969285c25e14949a0145be8632f4004"
          },
          "a9c2b30a-03ac-498e-8a31-58f7326e50e5": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "a9c2b30a-03ac-498e-8a31-58f7326e50e5",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T00:56:42.410495",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_150bff21683640ceaf8d40a306fc6af2"
          },
          "8d6f5d5d-5fd2-4a74-bb44-af9904d8379d": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "8d6f5d5d-5fd2-4a74-bb44-af9904d8379d",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T00:57:07.314886",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_e4fb9105c3204817aa1a50536d3048cf"
          },
          "b3ebc4cc-3ca7-42b7-a6df-df559cd8da0c": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "b3ebc4cc-3ca7-42b7-a6df-df559cd8da0c",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T01:48:26.022921",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_9180debfdfe547ad9e2e94e9b34379b8"
          },
          "711df8af-5334-4761-b8d5-cfa52cafba3b": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "711df8af-5334-4761-b8d5-cfa52cafba3b",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T01:53:37.103145",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_676b38adac19464cae0c8a1dba297e8d"
          },
          "801795b1-4804-4103-bbfb-73dbce523892": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "801795b1-4804-4103-bbfb-73dbce523892",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T01:54:13.282541",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_7559c611c64349988bc46be79933585b"
          },
          "be96a1d4-043d-4585-aa8f-3ef081dcb2ea": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "be96a1d4-043d-4585-aa8f-3ef081dcb2ea",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T02:38:12.083092",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_b7c59aa0161f4e1d8078e076683dbbb7"
          },
          "933a6696-4309-4754-a002-5d2f116590e5": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "933a6696-4309-4754-a002-5d2f116590e5",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T02:39:19.915393",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_513b6a6d96744e679781ccb690c22f90"
          },
          "5eaec227-095e-4ca8-aaf9-a3ef0ac17ac7": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "5eaec227-095e-4ca8-aaf9-a3ef0ac17ac7",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T02:39:52.748068",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_243f0d31e6e546aa92f905266a9c217a"
          },
          "263a4b39-5ac4-4d78-9e70-e713c68d4346": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "263a4b39-5ac4-4d78-9e70-e713c68d4346",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T02:51:49.340129",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_fbd1bb0d946645b69aaadd9d10b3d83e"
          },
          "0e6aab39-27ad-46ca-a652-64282c916c75": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "0e6aab39-27ad-46ca-a652-64282c916c75",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T02:55:11.717231",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_e037d9dada994de38a060b4d9ab9446a"
          },
          "0a7816b3-5bb6-4fb1-9de2-efc62d2ddcbd": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "0a7816b3-5bb6-4fb1-9de2-efc62d2ddcbd",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T03:05:14.321542",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_631277cb6add4b1f8bbeddedcc455552"
          },
          "06537d2a-0db0-4e04-95d1-de54bb028226": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "06537d2a-0db0-4e04-95d1-de54bb028226",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T03:05:29.756423",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_683312d84a73407fbaf3421cd3c67e02"
          },
          "41bfda68-52d3-4efd-9bfc-1ed28c879868": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "41bfda68-52d3-4efd-9bfc-1ed28c879868",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T03:09:23.337575",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_dcd03a7f9984408094a4aa54999410bc"
          },
          "51aa829d-2920-4858-9899-fa63310e1bf2": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "51aa829d-2920-4858-9899-fa63310e1bf2",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T03:16:12.023588",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_c99d490484e740a197f70ef9f57f6fae"
          },
          "f3525925-eb08-487c-aaae-04ae3fb73717": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "f3525925-eb08-487c-aaae-04ae3fb73717",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T03:16:48.975759",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_393dbd039f674e29911ec7714a6e105b"
          },
          "5c9a9fb4-913a-4d44-a7d8-5e64baab5107": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "5c9a9fb4-913a-4d44-a7d8-5e64baab5107",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T03:24:00.678968",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_84b6980a900d473d80fdb33cc2b48dd2"
          },
          "11dfcf80-cc7b-459e-b62e-2a44197cf30a": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "11dfcf80-cc7b-459e-b62e-2a44197cf30a",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T03:24:56.419478",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_3423062e4ed74b9dae717ab7bd3de2f4"
          },
          "b3a05e6c-8df8-4d80-a5a1-ad4216fb8a5c": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "b3a05e6c-8df8-4d80-a5a1-ad4216fb8a5c",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T03:28:40.971089",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_4741ed74e68a4b469b54829c07f08ff5"
          },
          "c5f75cac-8950-41b5-92e3-6140bf3b22c9": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "c5f75cac-8950-41b5-92e3-6140bf3b22c9",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T03:30:04.977113",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_5ce72ed374ef4a1c8ddbabd6cee26bed"
          },
          "41754ead-57b4-451a-a89f-4849545ad6fc": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "41754ead-57b4-451a-a89f-4849545ad6fc",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T03:30:48.462697",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_0e7e5fdba93b478d820835e3946d7e4c"
          },
          "f9c79b8a-443f-4452-8c44-b94ede9a3b2e": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "f9c79b8a-443f-4452-8c44-b94ede9a3b2e",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T04:02:35.525379",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_52ce652e2fb8470f823a79cdbcf4ee72"
          },
          "2f7a8877-bfa3-477f-aca7-869eeb432987": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "2f7a8877-bfa3-477f-aca7-869eeb432987",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T04:05:21.846043",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_5661b9b890db4c57a078756b361977ac"
          },
          "df26cab7-a044-4ffd-9031-d09380d3fca5": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "df26cab7-a044-4ffd-9031-d09380d3fca5",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T13:59:00.669272",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_5cbc3a1e965a4e15b619b2a74dd2367f"
          },
          "d01692df-c597-4fa4-bc64-8fb15d4abe22": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "d01692df-c597-4fa4-bc64-8fb15d4abe22",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T14:01:11.667966",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_e80746111e46480d8150fd735aaf733c"
          },
          "af785e2c-c1f1-4c9f-9052-fc04eb49a2d8": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "af785e2c-c1f1-4c9f-9052-fc04eb49a2d8",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T14:56:10.021631",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_6784fe36ceac4162b17c06f0d1b1dd67"
          },
          "74833038-2fb1-4b17-b4e0-291a799da295": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "74833038-2fb1-4b17-b4e0-291a799da295",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T14:59:16.169440",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_e4d18df55560454abad3ec928ae35277"
          },
          "50e926b6-aa0d-49d3-b740-0a943bcc459a": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "50e926b6-aa0d-49d3-b740-0a943bcc459a",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T15:00:52.736564",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_27f36ce141a04b29ad113e8db9f1b5d0"
          },
          "60a18cd3-2d44-4244-b1ab-1b739a6a136d": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "60a18cd3-2d44-4244-b1ab-1b739a6a136d",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T16:06:52.177501",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_0c11048f7524463e86d59c979c3a3a21"
          },
          "d029e0a7-5438-4ce0-bd77-7db5c6c313db": {
            "applied_filters": [],
            "dataframe_info": {
              "default_index_used": false,
              "orig_num_cols": 1,
              "orig_num_rows": 12,
              "orig_size_bytes": 192,
              "truncated_num_cols": 1,
              "truncated_num_rows": 12,
              "truncated_size_bytes": 192,
              "truncated_string_columns": []
            },
            "display_id": "d029e0a7-5438-4ce0-bd77-7db5c6c313db",
            "dx_settings": {
              "ALLOW_NOTEABLE_ATTRS": true,
              "COLUMN_SAMPLING_METHOD": "outer",
              "DB_LOCATION": ":memory:",
              "DEV_MODE": false,
              "DISPLAY_MAX_COLUMNS": 100,
              "DISPLAY_MAX_ROWS": 50000,
              "DISPLAY_MODE": "simple",
              "ENABLE_ASSIGNMENT": true,
              "ENABLE_DATALINK": true,
              "FLATTEN_COLUMN_VALUES": true,
              "FLATTEN_INDEX_VALUES": false,
              "GENERATE_DEX_METADATA": false,
              "HTML_TABLE_SCHEMA": false,
              "LOG_LEVEL": 30,
              "MAX_RENDER_SIZE_BYTES": 104857600,
              "MAX_STRING_LENGTH": 250,
              "NUM_PAST_SAMPLES_TRACKED": 3,
              "RANDOM_STATE": 12648430,
              "RESET_INDEX_VALUES": false,
              "ROW_SAMPLING_METHOD": "random",
              "SAMPLING_FACTOR": 0.1,
              "SAMPLING_METHOD": "random",
              "STRINGIFY_COLUMN_VALUES": true,
              "STRINGIFY_INDEX_VALUES": false
            },
            "sample_history": [],
            "sampling_time": "2023-07-14T16:11:52.094353",
            "user_variable_name": null,
            "variable_name": "unk_dataframe_f72b1a5054274fb8984f3bee65dd90df"
          }
        },
        "scrolled": false,
        "tags": [
          "show_line_numbers"
        ]
      },
      "execution_count": null,
      "source": "#Rafael Vilela Santa Rosa\n#Modelo de Perez\n!pip install -q pvlib\nimport time\nimport pvlib\nfrom pvlib import location, irradiance, tools\nfrom pvlib.iotools import read_tmy3\nimport pandas as pd\nfrom matplotlib import pyplot as plt\nimport pathlib\nimport numpy as np\nfrom scipy.optimize import curve_fit\nfrom scipy.signal import hilbert\nfrom scipy.stats import skew, kurtosis, variation\n\ntempo_inicial=(time.time())\n\n# arquivo csv escolhido não considera um ano bissexto\n\nenergia_hs = [70, 82.4, 122.9, 150.4, 166, 176.9, 174.9, 162.4, 123.8, 102.4, 68.2, 67.5]\n\ndf1 = pd.DataFrame({'energia_hs': energia_hs})\n\nenergia_pvsyst = [77.9, 88.8, 128.8, 159, 175, 189.1, 185.2, 171.9, 142, 109.1, 85.8, 66]\n\ndf2 = pd.DataFrame({'energia_pvsyst': energia_pvsyst})\n\nDATA_DIR = pathlib.Path(pvlib.__file__).parent / 'data'\n\n# Extrai o dataset TMY3 (o ano não influencia, é só ilustrativo nos gráficos)\ntmy, metadata = read_tmy3(DATA_DIR / '723170TYA.CSV', coerce_year=2023)\n\n# Objeto para armazenar latitude, longitude e fuso\nlocation = location.Location.from_tmy(metadata)\n\n# print da metadata\nfor key, value in metadata.items():\n    print(f'{key}: {value}')\nlatitude = metadata['latitude']\nΦ = latitude\n\n# para referência de um ângulo ideal de inclinação, considerando a latitude\nOptimal_tilt_angle_NH = 1.3793 + Φ*(1.2011 + Φ*(-0.014404 + Φ*0.000080509))\nprint(f'Inclinação ótima:{Optimal_tilt_angle_NH}')\n       \ntimes = pd.date_range(start='2023-01-01', end='2023-12-31 23:59:59', freq='1H')\n\n# Dataframe com o índice temporal\ndf = pd.DataFrame(index=times)\n\ndf['DHI'] = tmy['DHI'].values\ndf['DNI'] = tmy['DNI'].values\ndf['GHI'] = tmy['GHI'].values\n\nmax_value1 = df['DHI'].max()\nprint(f\"Valor máximo DHI: {max_value1}\")\nmax_value2 = df['DNI'].max()\nprint(f\"Valor máximo DNI: {max_value2}\")\nmax_value3 = df['GHI'].max()\nprint(f\"Valor máximo GHI: {max_value3}\")\n\nsolar_position = location.get_solarposition(times)\n\n# cálculo da radiação extraterrestre\ndni_extra = pvlib.irradiance.get_extra_radiation(df.index)\n\n############################################### inicio\n\n#Modelo de Perez\ndf_poa = pvlib.irradiance.get_total_irradiance(\n    surface_tilt=30, \n    surface_azimuth=90,\n    dhi=df['DHI'], dni=df['DNI'],ghi=df['GHI'],                    \n    dni_extra=dni_extra,\n    solar_zenith=solar_position['apparent_zenith'],\n    solar_azimuth=solar_position['azimuth'],\n    airmass=pvlib.atmosphere.get_relative_airmass(solar_position['apparent_zenith']),\n    model='Perez')\n\nprint(\"\\n-----------Dados-----------\")\n\n# preencher not a number por 0, se existir\ndf_poa['poa_global'].fillna(0, inplace=True)\n\n# Calcula os quartis\nQ1 = df_poa['poa_global'].quantile(0.25)\nQ2 = df_poa['poa_global'].quantile(0.5)\nQ3 = df_poa['poa_global'].quantile(0.75)\nQ4 = df_poa['poa_global'].quantile(1)\nP95 = df_poa['poa_global'].quantile(0.95)\nP98 = df_poa['poa_global'].quantile(0.98)\nP99 = df_poa['poa_global'].quantile(0.99)\n\nprint(\"Primeiro quartil:\", Q1)\nprint(\"Segundo quartil (mediana):\", Q2)\nprint(\"Terceiro quartil:\", Q3)\nprint(\"Quarto quartil (máximo):\", Q4)\nprint(\"95° Percentil:\", P95)\nprint(\"98° Percentil:\", P98)\nprint(\"99° Percentil:\", P99)\nprint(\"\\n\")\n\nperez_zeros = df_poa['poa_global'][df_poa['poa_global'] == 0].count()\nprint(f\"Número de zeros no Modelo de Perez: {perez_zeros}\")\n\nperez_high = df_poa['poa_global'][df_poa['poa_global'] > 1367].count()\nprint(f\"Número de valores elevados (>1367W/m²) no Modelo de Perez: {perez_high}\")\n\nperez_mid = df_poa['poa_global'][df_poa['poa_global'] > P98].count()\nprint(f\"Número de valores >P98 no Modelo de Perez: {perez_mid}\")\n\nskewness_list = []\nenvelope_list = []\nkurtosis_list = []\ncv_list = []\nfs=1\n\n# Loop por cada dia do ano\nfor day in pd.date_range('2023-01-01', '2023-12-31'):\n    # Extrai os valores de um determinado dia\n    day_data = df_poa.loc[day.strftime('%Y-%m-%d'), 'poa_global']\n    \n    # Calcula a Transformada de Hilbert\n    analytic_signal = hilbert(day_data)\n    amplitude_envelope = np.abs(analytic_signal)\n    instantaneous_phase = np.unwrap(np.angle(analytic_signal))\n    instantaneous_frequency = (np.diff(instantaneous_phase) / (2.0*np.pi) * fs)\n    \n    # Calcula os valores e adiciona a uma lista\n    skewness_list.append(skew(day_data))\n    envelope_list.append(np.mean(amplitude_envelope))\n    kurtosis_list.append(kurtosis(day_data))\n    cv_list.append(variation(day_data))\n    \nmean_skewness = np.mean(skewness_list)\nmean_envelope = np.mean(envelope_list)\nmean_kurtosis = np.mean(kurtosis_list)\nmean_cv = np.mean(cv_list)\n\nprint(f\"Assimetria média: {mean_skewness}\")\nprint(f\"Envelope médio: {mean_envelope}\")\nprint(f\"Curtose média: {mean_kurtosis}\")\nprint(f\"Coeficiente de variação médio: {mean_cv}\")\n\n#Para visualizar os dados\n#print(\"\\nPrimeiros valores:\")\n#print(df_poa['poa_global'].head(240))\n\n# Resultados\ndf_poa['poa_global'].plot()\nplt.ylabel('Irradiância POA [W/m^2]')\nplt.title('Irradiância POA usando o Modelo de Perez')\nplt.show()\n\n# Para um mês específico:\nspecific_month = df_poa.loc['2023-06']\n\nspecific_month['poa_global'].plot()\nplt.ylabel('Irradiância POA [W/m^2]')\nplt.title('Irradiância POA em 06/2023')\nplt.show()\n\n# Para um dia específico:\nspecific_day = df_poa.loc['2023-06-01']\n\nspecific_day['poa_global'].plot()\nplt.ylabel('Irradiância POA [W/m^2]')\nplt.title('Irradiância POA em 2023-06-01')\nplt.show()\n\n############################################### valores sem tratamento de outlier\n\ndf_poa['month'] = df_poa.index.month\nmonthly_irradiance = df_poa.groupby('month')['poa_global'].sum()\n\n# convertendo para kWh\nmonthly_energy = monthly_irradiance * 3600\nmonthly_energy_kwh = monthly_energy / (1000 * 3600)\n\n# Calcula a diferença percentual\n\npercentual1=((monthly_energy_kwh.values/ df1['energia_hs'].values) * 100)\npercentual2=((monthly_energy_kwh.values/ df2['energia_pvsyst'].values) * 100)\n\ndf3 = pd.DataFrame({'percentual': percentual1})\ndf4 = pd.DataFrame({'percentual': percentual2})\n\nprint('Percentual médio anual HS:')\nprint(df3['percentual'].mean())\nprint('\\nPercentual HelioScope:')\nprint(df3['percentual'])\n\nprint('Percentual médio anual PVsyst:')\nprint(df4['percentual'].mean())\nprint('\\nPercentual PVsyst:')\nprint(df4['percentual'])\n\n############################################### identificação de outlier\n\n# Função para representar a forma senoidal\ndef sinusoidal(x, a, b, c, d):\n    return a * np.sin(b * (x - np.radians(c))) + d\n\n# Agregar os dados por dia\ndaily_irradiance = df_poa['poa_global'].resample('D').sum()\n\n# Obter o dia do ano para usar como variável independente no ajuste\nday_of_year = daily_irradiance.index.dayofyear\n\n# Parâmetros iniciais para o ajuste: amplitude, período, fase horizontal, fase vertical\n# O período é ajustado para 2*pi/365 para refletir o ciclo anual\n# A fase horizontal é ajustada para colocar o pico no meio do ano (dia 182)\ninitial_parameters = [daily_irradiance.max(), 2 * np.pi / 365, 182, daily_irradiance.min()]\n\n# Ajustar a função aos dados\nparameters, _ = curve_fit(sinusoidal, day_of_year, daily_irradiance, p0=initial_parameters)\n\n# Gerar um array de x para a função ajustada\nx_fit = np.linspace(1, 365, 1000)\n\n# Gerar os valores y da função ajustada\ny_fit = sinusoidal(x_fit, *parameters)\n\nprint(f\"A função senoidal de tendência é: {parameters[0]:.2f} * sin({parameters[1]:.2f} * (x - {np.degrees(parameters[2]):.2f})) + {parameters[3]:.2f}\")\n\n# Plotar os dados originais e a função ajustada\nplt.scatter(day_of_year, daily_irradiance, label='data')\nplt.plot(x_fit, y_fit, color='red', label='fit')\nplt.xlabel('Day of year')\nplt.ylabel('Irradiação diária [Wh]')\nplt.title('Senoide de tendência da irradiância POA diária')\nplt.legend()\nplt.text(170,0,f\"{parameters[0]:.2f} * sin({parameters[1]:.2f} * (x - {np.degrees(parameters[2]):.2f})) + {parameters[3]:.2f}\",ha='center', va='center')\nplt.show()\n\n############################################### correção inicial de outlier\n\nprint(\"\\n-----------Correção inicial outlier-----------\")\n\nmax_value = df_poa['poa_global'].max()\nprint(f\"Valor máximo antes: {max_value}\")\n\ndf_poa['poa_global'] = df_poa['poa_global'].clip(upper=P98)\n\nmax_value = df_poa['poa_global'].max()\nprint(f\"Valor máximo depois: {max_value}\")\n\n############################################### calculo de energia\n\ndf_poa['month'] = df_poa.index.month\nmonthly_irradiance = df_poa.groupby('month')['poa_global'].sum()\n\n# convertendo para kWh\nmonthly_energy = monthly_irradiance * 3600\nmonthly_energy_kwh = monthly_energy / (1000 * 3600)\n\n# Calcula a diferença percentual\n\npercentual1=((monthly_energy_kwh.values/ df1['energia_hs'].values) * 100)\npercentual2=((monthly_energy_kwh.values/ df2['energia_pvsyst'].values) * 100)\n\ndf3 = pd.DataFrame({'percentual': percentual1})\ndf4 = pd.DataFrame({'percentual': percentual2})\n\nprint('Percentual médio anual HS:')\nprint(df3['percentual'].mean())\nprint('\\nPercentual HelioScope:')\nprint(df3['percentual'])\n\nprint('Percentual médio anual PVsyst:')\nprint(df4['percentual'].mean())\nprint('\\nPercentual PVsyst:')\nprint(df4['percentual'])\n\n############################################### identificação de outlier\n\n# Função para representar a forma senoidal\ndef sinusoidal(x, a, b, c, d):\n    return a * np.sin(b * (x - np.radians(c))) + d\n\n# Agregar os dados por dia\ndaily_irradiance = df_poa['poa_global'].resample('D').sum()\n\n# Obter o dia do ano para usar como variável independente no ajuste\nday_of_year = daily_irradiance.index.dayofyear\n\n# Parâmetros iniciais para o ajuste: amplitude, período, fase horizontal, fase vertical\n# O período é ajustado para 2*pi/365 para refletir o ciclo anual\n# A fase horizontal é ajustada para colocar o pico no meio do ano (dia 182)\ninitial_parameters = [daily_irradiance.max(), 2 * np.pi / 365, 182, daily_irradiance.min()]\n\n# Ajustar a função aos dados\nparameters, _ = curve_fit(sinusoidal, day_of_year, daily_irradiance, p0=initial_parameters)\n\n# Gerar um array de x para a função ajustada\nx_fit = np.linspace(1, 365, 1000)\n\n# Gerar os valores y da função ajustada\ny_fit = sinusoidal(x_fit, *parameters)\n\nprint(f\"A função senoidal de tendência é: {parameters[0]:.2f} * sin({parameters[1]:.2f} * (x - {np.degrees(parameters[2]):.2f})) + {parameters[3]:.2f}\")\n\n# Plotar os dados originais e a função ajustada\nplt.scatter(day_of_year, daily_irradiance, label='data')\nplt.plot(x_fit, y_fit, color='red', label='fit')\nplt.xlabel('Dia do ano')\nplt.ylabel('Irradiação diária [Wh]')\nplt.title('Senoide de tendência da irradiância POA diária com limitação de potência (P98)')\nplt.legend()\nplt.text(170,0,f\"{parameters[0]:.2f} * sin({parameters[1]:.2f} * (x - {np.degrees(parameters[2]):.2f})) + {parameters[3]:.2f}\",ha='center', va='center')\nplt.show()\n\n############################################### tratamento de outlier alternativo\n\n'''\n# valores da função de tendência para cada dia do ano\ntrend_values = sinusoidal(day_of_year, *parameters)\n\n# limite superior e inferior\nupper_limit = trend_values * 1.15\nlower_limit = trend_values * 1.05\n\n# série pandas para os valores de tendência e limite superior/inferior para facilitar a manipulação\ntrend_series = pd.Series(trend_values, index=daily_irradiance.index)\nupper_limit_series = pd.Series(upper_limit, index=daily_irradiance.index)\nlower_limit_series = pd.Series(lower_limit, index=daily_irradiance.index)\n\ndaily_poa_global = df_poa['poa_global'].resample('D').sum()\ndaily_poa_global.where(daily_poa_global <= upper_limit_series, upper_limit_series, inplace=True)\ndaily_poa_global.where(daily_poa_global >= lower_limit_series, lower_limit_series, inplace=True)\n\ndf_poa['poa_global'] = daily_poa_global.resample('H').ffill() / 24\n\ndf_poa['poa_global'].plot()\nplt.ylabel('POA [W/m^2]')\nplt.title('Irradiância POA usando o Modelo de Perez')\nplt.show()\n\n# Para um mês específico:\nspecific_month = df_poa.loc['2023-06']\n\nspecific_month['poa_global'].plot()\nplt.ylabel('Irradiância [W/m^2]')\nplt.title('Irradiância POA em 06/2023')\nplt.show()\n\n\n# Para um dia específico:\nspecific_day = df_poa.loc['2023-06-01']\n\nspecific_day['poa_global'].plot()\nplt.ylabel('Irradiância [W/m^2]')\nplt.title('Irradiância POA em 2023-06-01')\nplt.show()\n\n'''\n\n############################################### tratamento de outlier 2\n\nprint(\"\\n-----------Tratamento de outlier-----------\")\n\n# Novo dataframe para os valores ajustados\ndf_poa_adjusted = df_poa.copy()\n\ndaily_parameters = pd.DataFrame(columns=['a', 'b', 'c', 'd'], index=df_poa.index.normalize().unique())\n\ncoef_upper = 1.15\ncoef_lower = 1.05\n\n# Criação de um DataFrame para armazenar os parâmetros diários\ndaily_parameters = pd.DataFrame(index=pd.date_range('2023-01-01', '2023-12-31'), \n                                columns=['amplitude', 'period', 'phase_shift', 'vertical_shift'])\n\n# Loop por cada dia do ano\nfor day in pd.date_range('2023-01-01', '2023-12-31'):\n    # Obter os dados para o dia atual\n    day_data = df_poa.loc[day.strftime('%Y-%m-%d')]\n    \n    # Obter a hora do dia para usar como variável independente no ajuste\n    hour_of_day = day_data.index.hour\n    \n    # Parâmetros iniciais para o ajuste: amplitude, período, fase horizontal, fase vertical\n    # O período é ajustado para 2*pi para refletir o ciclo diário\n    initial_parameters = [day_data['poa_global'].max(), 2 * np.pi, 12, day_data['poa_global'].min()]\n    \n    # Ajustar a função aos dados\n    try:\n        parameters, _ = curve_fit(sinusoidal, hour_of_day, day_data['poa_global'], p0=initial_parameters, maxfev=5000)\n    except RuntimeError:\n        print(f\"Failed to fit curve for day {day}\")\n        continue\n    # Armazenar os parâmetros no DataFrame\n    daily_parameters.loc[day, ['amplitude', 'period', 'phase_shift', 'vertical_shift']] = parameters\n    \n# Loop por cada dia do ano novamente, para ajustar os outliers\nfor day in pd.date_range('2023-01-01', '2023-12-31'):\n    # Obter os dados para o dia atual\n    day_data = df_poa.loc[day.strftime('%Y-%m-%d')]\n    \n    # Obter a hora do dia para usar como variável independente no ajuste\n    hour_of_day = day_data.index.hour\n    \n    # Obter os parâmetros para o dia atual\n    parameters = daily_parameters.loc[day]\n    \n    # Calcular os valores da função de tendência para cada hora do dia\n    trend_values = sinusoidal(hour_of_day, *parameters)\n    \n    # Definir um limite superior e inferior\n    upper_limit = trend_values * coef_upper\n    lower_limit = trend_values * coef_lower\n    \n    # série pandas para os valores de tendência e limite superior/inferior para facilitar a manipulação\n    trend_series = pd.Series(trend_values, index=day_data.index)\n    upper_limit_series = pd.Series(upper_limit, index=day_data.index)\n    lower_limit_series = pd.Series(lower_limit, index=day_data.index)\n    \n    for i in range(len(day_data)):\n        if day_data['poa_global'].iloc[i] > 0:\n        # Substituir valores nos dados diários      \n            if day_data['poa_global'].iloc[i] > upper_limit_series.iloc[i]:\n                day_data['poa_global'].iloc[i] = upper_limit_series.iloc[i]\n            elif day_data['poa_global'].iloc[i] < lower_limit_series.iloc[i]:\n                day_data['poa_global'].iloc[i] = lower_limit_series.iloc[i]\n    \n    # Armazenar os dados ajustados de volta no DataFrame original\n    df_poa.loc[day.strftime('%Y-%m-%d'), 'poa_global'] = day_data['poa_global']\n\n#para valores negativos, por conta do ajuste da senoide\ndf_poa['poa_global'] = df_poa['poa_global'].clip(lower=0)\n\nprint(\"\\n-----------Termino do tratamento de outlier-----------\")\n\n# Resultados\ndf_poa['poa_global'].plot()\nplt.ylabel('Irradiância POA [W/m^2]')\nplt.title('Irradiância POA usando o Modelo de Perez')\nplt.show()\n\n# Para um mês específico:\nspecific_month = df_poa.loc['2023-06']\n\nspecific_month['poa_global'].plot()\nplt.ylabel('Irradiância POA [W/m^2]')\nplt.title('Irradiância POA em 06/2023')\nplt.show()\n\n# Para um dia específico:\nspecific_day = df_poa.loc['2023-06-01']\n\nspecific_day['poa_global'].plot()\nplt.ylabel('Irradiância POA [W/m^2]')\nplt.title('Irradiância POA em 23-06-01')\nplt.show()\n\n# um dia específico\nspecific_day = \"2023-06-01\"\n\n# irradiação para esse dia\nday_data = df_poa.loc[specific_day]\n\n# parâmetros para esse dia\nparameters = daily_parameters.loc[specific_day]\n\n# curva senoidal para esse dia\nhour_of_day = np.arange(24)\nsinusoidal_data = sinusoidal(hour_of_day, *parameters)\n\n# irradiação e a curva senoidal\nplt.figure(figsize=(10, 6))\nplt.plot(day_data.index.hour, day_data['poa_global'], label='Irradiância')\nplt.plot(hour_of_day, sinusoidal_data, label='Curva Senoidal', linestyle='--')\nplt.xlabel('Hora do dia')\nplt.ylabel('Irradiância [W/m²]')\nplt.title(f'Irradiância e Curva Senoidal para o dia {specific_day}')\nplt.legend()\nplt.text(12,0,f\"{parameters[0]:.2f} * sin({parameters[1]:.2f} * (x - {np.degrees(parameters[2]):.2f})) + {parameters[3]:.2f}\",ha='center', va='center')\nplt.grid(True)\nplt.show()\n\n############################################### identificação de outlier\n\n# Função para representar a forma senoidal\ndef sinusoidal(x, a, b, c, d):\n    return a * np.sin(b * (x - np.radians(c))) + d\n\n# Agregar os dados por dia\ndaily_irradiance = df_poa['poa_global'].resample('D').sum()\n\n# Obter o dia do ano para usar como variável independente no ajuste\nday_of_year = daily_irradiance.index.dayofyear\n\n# Parâmetros iniciais para o ajuste: amplitude, período, fase horizontal, fase vertical\n# O período é ajustado para 2*pi/365 para refletir o ciclo anual\n# A fase horizontal é ajustada para colocar o pico no meio do ano (dia 182)\ninitial_parameters = [daily_irradiance.max(), 2 * np.pi / 365, 182, daily_irradiance.min()]\n\n# Ajustar a função aos dados\nparameters, _ = curve_fit(sinusoidal, day_of_year, daily_irradiance, p0=initial_parameters)\n\n# Gerar um array de x para a função ajustada\nx_fit = np.linspace(1, 365, 1000)\n\n# Gerar os valores y da função ajustada\ny_fit = sinusoidal(x_fit, *parameters)\n\nprint(f\"A função senoidal de tendência é: {parameters[0]:.2f} * sin({parameters[1]:.2f} * (x - {np.degrees(parameters[2]):.2f})) + {parameters[3]:.2f}\")\n\n# Plotar os dados originais e a função ajustada\nplt.scatter(day_of_year, daily_irradiance, label='data')\nplt.plot(x_fit, y_fit, color='red', label='fit')\nplt.xlabel('Dia do ano')\nplt.ylabel('Irradiância diária [Wh]')\nplt.title('Ajuste senoidal da irradiância POA diária - com tratamento de outliers')\nplt.legend()\nplt.text(170,0,f\"{parameters[0]:.2f} * sin({parameters[1]:.2f} * (x - {np.degrees(parameters[2]):.2f})) + {parameters[3]:.2f}\",ha='center', va='center')\nplt.show()\n\n############################################### calculo de energia\n\ndf_poa['month'] = df_poa.index.month\nmonthly_irradiance = df_poa.groupby('month')['poa_global'].sum()\n\n# Convertendo para kWh\nmonthly_energy = monthly_irradiance * 3600\nmonthly_energy_kwh = monthly_energy / (1000 * 3600)\n\n# Calcula a diferença percentual\npercentual3=((monthly_energy_kwh.values/ df1['energia_hs'].values) * 100)\npercentual4=((monthly_energy_kwh.values/ df2['energia_pvsyst'].values) * 100)\n\ndf5 = pd.DataFrame({'percentual': percentual3})\ndf6 = pd.DataFrame({'percentual': percentual4})\n\nprint('Percentual médio anual HS:')\nprint(df5['percentual'].mean())\nprint('\\nPercentual HelioScope:')\nprint(df5['percentual'])\nprint('Percentual médio anual PVsyst:')\nprint(df6['percentual'].mean())\nprint('\\nPercentual PVsyst:')\nprint(df6['percentual'])\n\nmonths = list(range(1, 13))\nerrors1 = np.abs(df3['percentual'] - 100)\nerrors2 = np.abs(df4['percentual'] - 100)\nerrors3 = np.abs(df5['percentual'] - 100)\nerrors4 = np.abs(df6['percentual'] - 100)\n\n# Plot HelioScope\nplt.errorbar(months, df3['percentual'], yerr=errors1, fmt='o', color='blue', label='Original (em relação ao HelioScope)')\n\nplt.errorbar(months, df5['percentual'], yerr=errors3, fmt='o', color='red', label='Com correção de outlier (em relação ao HelioScope)')\n\n# linha em y=100\nplt.axhline(100, color='black', linestyle='--')\n\nplt.title('Comparação de percentuais mensais (Perez/HelioScope)')\nplt.xlabel('Mês')\nplt.ylabel('Percentual (%)')\n\nplt.legend()\n\nfor month, error1, error3 in zip(months, errors1, errors3):\n    plt.text(month, df3['percentual'][month-1], f\"{error1:.1f}%\", ha='center', va='bottom')\n    plt.text(month, df5['percentual'][month-1], f\"{error3:.1f}%\", ha='center', va='top')\n\nplt.legend()\n\n# Exibir o gráfico\nplt.show()\n\n##############################\n\n# Plot PVSyst\nplt.errorbar(months, df4['percentual'], yerr=errors2, fmt='o', color='yellow', label='Original (em relação ao PVsyst)')\n\nplt.errorbar(months, df6['percentual'], yerr=errors4, fmt='o', color='green', label='Com correção de outlier (em relação ao PVsyst)')\n\n# Adiciona a linha em y=100\nplt.axhline(100, color='black', linestyle='--')\n\n# Adiciona títulos e rótulos\nplt.title('Comparação de percentuais mensais (Perez/PVsyst)')\nplt.xlabel('Mês')\nplt.ylabel('Percentual (%)')\n\nplt.legend()\n\nfor month, error2, error4 in zip(months, errors2, errors4):\n    plt.text(month, df4['percentual'][month-1], f\"{error2:.1f}%\", ha='center', va='bottom')\n    plt.text(month, df6['percentual'][month-1], f\"{error4:.1f}%\", ha='center', va='top')\n\nplt.legend()\n\n# Exibir o gráfico\nplt.show()\n\nskewness_list2 = []\nenvelope_list2 = []\nkurtosis_list2 = []\ncv_list2 = []\n\n# Loop por cada dia do ano\nfor day in pd.date_range('2023-01-01', '2023-12-31'):\n    day_data = df_poa.loc[day.strftime('%Y-%m-%d'), 'poa_global']\n    \n    analytic_signal = hilbert(day_data)\n    amplitude_envelope = np.abs(analytic_signal)\n    instantaneous_phase = np.unwrap(np.angle(analytic_signal))\n    instantaneous_frequency = (np.diff(instantaneous_phase) / (2.0*np.pi) * fs)\n    \n    skewness_list2.append(skew(day_data))\n    envelope_list2.append(np.mean(amplitude_envelope))\n    kurtosis_list2.append(kurtosis(day_data))\n    cv_list2.append(variation(day_data))\n    \nmean_skewness = np.mean(skewness_list2)\nmean_envelope = np.mean(envelope_list2)\nmean_kurtosis = np.mean(kurtosis_list2)\nmean_cv = np.mean(cv_list2)\n\nprint(f\"Assimetria média: {mean_skewness}\")\nprint(f\"Envelope médio: {mean_envelope}\")\nprint(f\"Curtose média: {mean_kurtosis}\")\nprint(f\"Coeficiente de variação médio: {mean_cv}\")\n\ntempo_final=(time.time())\ntempo= tempo_final - tempo_inicial\n\nprint(f\"{tempo} segundos\")\n\nprint(\"Fim!\")",
      "outputs": []
    }
  ]
}