{
  "format": "dataset-manifest/1",
  "slug": "digital-art-therapy-platform",
  "version": 2,
  "seed": "digital-art-therapy-platform:1",
  "spec": {
    "format": "dataset/1",
    "slug": "digital-art-therapy-platform",
    "name": "Art Therapy Insights",
    "tagline": "Exploring the intersection of creativity and mental health.",
    "description": "Therapists guide clients through creative exercises aimed at improving mental health on a digital art therapy platform. Each session fosters an environment where clients can explore their emotions through artistic expression, enhancing their overall well-being. By engaging in various therapeutic exercises, clients create artwork that serves as a visual representation of their feelings and experiences. Therapists leverage these insights to tailor their approaches, ensuring that each client receives personalized support based on their unique artistic journey.\n\nThe primary table, art_therapy_sessions, contains records of each session held on the platform. Each row represents a distinct session, detailing information such as client ID, therapist ID, exercise type, date, and emotional responses reported by the clients. This table connects client profiles with their respective sessions, while therapist IDs link to therapists who facilitated these sessions. By analyzing this data, developers can uncover patterns related to the types of exercises that clients engage with, the frequency of certain emotional responses, and how therapists' availability influences session dynamics.\n\nData from this platform can answer various questions, such as which artistic mediums resonate most with clients, what exercises are most effective in eliciting positive emotional responses, and how individual clients respond to different therapeutic approaches over time. Developers can practice data querying and manipulation techniques, exploring how to retrieve specific insights from the dataset and identify trends in mental health outcomes influenced by art therapy.\n\nBear in mind that the data is synthetic, designed to emulate real-world interactions in a controlled environment, allowing for a wide range of analyses without privacy concerns.",
    "domain": "healthcare",
    "shape": "graph-edges",
    "useCases": [
      "sql-practice",
      "teaching"
    ],
    "keywords": [
      "art therapy",
      "client profiles",
      "therapeutic exercises",
      "emotional responses",
      "digital platform"
    ],
    "locale": "en",
    "license": "CC0-1.0",
    "version": 1,
    "tables": {
      "art_therapy_sessions": {
        "description": "Each row represents a unique art therapy session, linking clients to their profiles, the exercises they undertook, the artworks created, and their emotional responses. This table allows for a comprehensive understanding of client engagement in the therapeutic process.",
        "rows": 500,
        "columns": {
          "session_id": {
            "kind": "pk",
            "description": "Unique identifier for each therapy session."
          },
          "client_id": {
            "kind": "uuid",
            "description": "Unique identifier for the client participating in the session."
          },
          "therapist_id": {
            "kind": "uuid",
            "description": "Unique identifier for the therapist guiding the session."
          },
          "exercise_type": {
            "kind": "enum",
            "values": [
              "drawing",
              "painting",
              "collage",
              "digital art"
            ],
            "description": "The type of therapeutic exercise assigned.",
            "weights": [
              5,
              4,
              2,
              1
            ]
          },
          "artwork_mood": {
            "kind": "enum",
            "values": [
              "happy",
              "sad",
              "calm",
              "anxious",
              "excited"
            ],
            "description": "The emotional mood represented in the artwork created.",
            "weights": [
              6,
              2,
              3,
              1,
              2
            ]
          },
          "drawing_tool": {
            "kind": "enum",
            "values": [
              "pencil",
              "watercolor",
              "digital pen",
              "oil paint"
            ],
            "description": "The primary drawing tool used by the client during the session.",
            "nullable": true,
            "when": {
              "column": "exercise_type",
              "in": [
                "drawing",
                "painting"
              ]
            },
            "weights": [
              5,
              3,
              2,
              1
            ]
          },
          "emotional_response": {
            "kind": "sentence",
            "max": 255,
            "description": "Client's emotional response to the artwork created during the session.",
            "nullable": true,
            "when": {
              "column": "artwork_mood",
              "in": [
                "happy",
                "sad"
              ]
            }
          },
          "session_date": {
            "kind": "datetime",
            "from": "2022-01-01",
            "to": "2023-12-31",
            "description": "The date and time when the therapy session took place.",
            "dayProfile": "waking"
          }
        }
      }
    },
    "structure": "single-table",
    "traits": [
      "categorical",
      "nullable",
      "timestamped"
    ],
    "analysisQuestions": [
      "What types of exercises are most commonly assigned to clients?",
      "Which artwork moods are most frequently created by clients?",
      "How do emotional responses vary based on the drawing tools used?",
      "What patterns exist in client engagement over time?",
      "Are there specific therapists who favor particular types of exercises?"
    ],
    "suggestedQueries": [
      {
        "title": "Count of Exercises Assigned",
        "sql": "SELECT exercise_type, COUNT(*) FROM art_therapy_sessions GROUP BY exercise_type;",
        "dialect": "postgres"
      },
      {
        "title": "Artwork Moods Breakdown",
        "sql": "SELECT artwork_mood, COUNT(*) FROM art_therapy_sessions GROUP BY artwork_mood;",
        "dialect": "postgres"
      },
      {
        "title": "Emotional Responses by Exercise Type",
        "sql": "SELECT exercise_type, AVG(LENGTH(emotional_response)) AS avg_response_length FROM art_therapy_sessions GROUP BY exercise_type;",
        "dialect": "postgres"
      },
      {
        "title": "Session Trends Over Time",
        "sql": "SELECT DATE(session_date) AS session_day, COUNT(*) FROM art_therapy_sessions GROUP BY session_day ORDER BY session_day;",
        "dialect": "postgres"
      },
      {
        "title": "Therapist Preferences",
        "sql": "SELECT therapist_id, exercise_type, COUNT(*) FROM art_therapy_sessions GROUP BY therapist_id, exercise_type ORDER BY therapist_id;",
        "dialect": "postgres"
      }
    ],
    "usageScenarios": [
      {
        "title": "Therapist Training",
        "body": "Incorporating this dataset into therapist training programs allows trainees to analyze real-world scenarios where client preferences and emotional responses provide insight into effective therapeutic techniques. This practical experience can enhance their ability to tailor exercises to individual client needs."
      },
      {
        "title": "Academic Research",
        "body": "Researchers can use this dataset to study trends in art therapy, investigating how different exercises affect client emotional responses. By analyzing the data, they can contribute to the growing body of knowledge on the therapeutic benefits of creative expression."
      },
      {
        "title": "Data Analytics Projects",
        "body": "Students in data analytics courses can utilize this dataset for hands-on projects, practicing SQL queries and data visualization techniques. By exploring the data, they can develop skills in identifying patterns and drawing meaningful conclusions from complex datasets."
      }
    ]
  },
  "counts": {
    "art_therapy_sessions": 500
  },
  "stats": {
    "art_therapy_sessions": {
      "rows": 500,
      "columns": {
        "session_id": {
          "nulls": 0,
          "distinct": 500,
          "min": 1,
          "max": 500
        },
        "client_id": {
          "nulls": 0,
          "distinct": 500
        },
        "therapist_id": {
          "nulls": 0,
          "distinct": 500
        },
        "exercise_type": {
          "nulls": 0,
          "distinct": 4,
          "min": "collage",
          "max": "painting"
        },
        "artwork_mood": {
          "nulls": 0,
          "distinct": 5,
          "min": "anxious",
          "max": "sad"
        },
        "drawing_tool": {
          "nulls": 134,
          "distinct": 4,
          "min": "digital pen",
          "max": "watercolor"
        },
        "emotional_response": {
          "nulls": 220,
          "distinct": 279
        },
        "session_date": {
          "nulls": 0,
          "distinct": 500,
          "min": "2022-01-01 13:33:57",
          "max": "2023-12-28 16:03:43"
        }
      }
    }
  },
  "artifacts": [
    {
      "file": "csv/art_therapy_sessions.csv",
      "format": "csv",
      "table": "art_therapy_sessions",
      "key": "datasets/digital-art-therapy-platform/v2/csv/art_therapy_sessions.csv",
      "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/digital-art-therapy-platform/v2/csv/art_therapy_sessions.csv",
      "bytes": 76384,
      "sha256": "2d8c8aaff9e5f50288e556ea0385021bd8b05c496f29ec131de4b36c7b682406",
      "rows": 500,
      "contentType": "text/csv; charset=utf-8"
    },
    {
      "file": "digital-art-therapy-platform.json",
      "format": "json",
      "table": null,
      "key": "datasets/digital-art-therapy-platform/v2/digital-art-therapy-platform.json",
      "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/digital-art-therapy-platform/v2/digital-art-therapy-platform.json",
      "bytes": 182424,
      "sha256": "d177a98a344cb7cfa8ea0d118373a4915f532358ff064588475ae6607d863f43",
      "rows": null,
      "contentType": "application/json; charset=utf-8"
    },
    {
      "file": "sql/postgres.sql",
      "format": "sql-postgres",
      "table": null,
      "key": "datasets/digital-art-therapy-platform/v2/sql/postgres.sql",
      "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/digital-art-therapy-platform/v2/sql/postgres.sql",
      "bytes": 91704,
      "sha256": "2608a33e6f77867b5bd3b146fbccbb771bb195fc0c009d0f24def0157e08dbe3",
      "rows": null,
      "contentType": "application/sql; charset=utf-8"
    },
    {
      "file": "sql/mysql.sql",
      "format": "sql-mysql",
      "table": null,
      "key": "datasets/digital-art-therapy-platform/v2/sql/mysql.sql",
      "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/digital-art-therapy-platform/v2/sql/mysql.sql",
      "bytes": 91572,
      "sha256": "90cf0289db4973847575e1b1c676faa097f4d734a72186c3f224c785ca2e65c4",
      "rows": null,
      "contentType": "application/sql; charset=utf-8"
    },
    {
      "file": "sql/mssql.sql",
      "format": "sql-mssql",
      "table": null,
      "key": "datasets/digital-art-therapy-platform/v2/sql/mssql.sql",
      "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/digital-art-therapy-platform/v2/sql/mssql.sql",
      "bytes": 94832,
      "sha256": "13151d7e32e1244a4d1770d8ec8a18e5970e4ac31269ac1c02035af51a6f6231",
      "rows": null,
      "contentType": "application/sql; charset=utf-8"
    },
    {
      "file": "sql/sqlite.sql",
      "format": "sql-sqlite",
      "table": null,
      "key": "datasets/digital-art-therapy-platform/v2/sql/sqlite.sql",
      "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/digital-art-therapy-platform/v2/sql/sqlite.sql",
      "bytes": 91523,
      "sha256": "bd017f2a8247917b48356bc93be4162eaef2d67e6490209fa6dcd4cb9298c664",
      "rows": null,
      "contentType": "application/sql; charset=utf-8"
    },
    {
      "file": "prisma/seed.ts",
      "format": "prisma-seed",
      "table": null,
      "key": "datasets/digital-art-therapy-platform/v2/prisma/seed.ts",
      "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/digital-art-therapy-platform/v2/prisma/seed.ts",
      "bytes": 158653,
      "sha256": "f29e55612d9186678477babc7ff2fb819bbb35804b567f8090512df5f6acc61a",
      "rows": null,
      "contentType": "application/typescript; charset=utf-8"
    },
    {
      "file": "django/fixtures.json",
      "format": "django-fixture",
      "table": null,
      "key": "datasets/digital-art-therapy-platform/v2/django/fixtures.json",
      "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/digital-art-therapy-platform/v2/django/fixtures.json",
      "bytes": 205892,
      "sha256": "4cc2a7fa7b87c946910fb7ec40e7ad57cc5a4f4c2e90f62aa03ae6d37fd77861",
      "rows": null,
      "contentType": "application/json; charset=utf-8"
    }
  ],
  "publishedAt": 1788766222196,
  "updatedAt": 1788783403491
}