{
  "format": "dataset-manifest/1",
  "slug": "adobe-video-editing-software",
  "version": 3,
  "seed": "adobe-video-editing-software:1",
  "spec": {
    "format": "dataset/1",
    "slug": "adobe-video-editing-software",
    "name": "Video Production Insights",
    "tagline": "Video projects, sequences, audio mixes, graphic templates, and plugins used by a video editing company.",
    "description": "Content creators transform raw footage into polished productions, breathing life into stories through video editing. A video editing company plays a pivotal role in this process, offering a suite of tools and resources that support creators in producing high-quality videos. The heart of the operation centers around sequences, audio mixes, and graphic templates, all of which contribute to the unique flair of each video. By utilizing a variety of plugins, users can customize their workflows, adding specialized effects and features to enhance their creative output. Efficient file management is also critical, as large media files require organized storage solutions to ensure smooth project execution.\n\nThe relational structure of the dataset reveals how different elements of video production interconnect. Each row in the 'projects' table represents a unique video project that consists of multiple sequences and audio mixes. The 'sequences' table provides detailed descriptions of individual scenes within a project, while 'audio_mixes' captures various soundtracks and audio effects tailored to enhance the visual storytelling. The 'graphic_templates' table showcases the visual elements that give each video a distinct identity, highlighting standard effects alongside standout custom graphics. Additionally, the 'plugins' table allows for the exploration of diverse styles, as each plugin can be linked to specific projects or sequences, showing how they shape the final output.\n\nThis dataset answers pressing questions about video production processes, such as how different elements contribute to a project’s overall quality, the frequency of unique graphics or fonts used, and how audio choices impact viewer engagement. It serves as a valuable resource for practicing data analysis and visualization skills, especially for those interested in the media domain. Keep in mind that the data presented is synthetic, designed to reflect the real-world complexities of a video editing business without exposure to actual client or project information.",
    "domain": "media",
    "shape": "slowly-changing",
    "useCases": [
      "etl-pipelines",
      "teaching"
    ],
    "keywords": [
      "video production",
      "editing workflows",
      "audio mixes",
      "graphic templates",
      "content creation",
      "plugins",
      "user customization"
    ],
    "locale": "en",
    "license": "CC0-1.0",
    "version": 1,
    "tables": {
      "projects": {
        "description": "Each row represents a unique video project, linking to sequences, audio mixes, and graphic templates. Projects can vary in complexity and customization.",
        "rows": 100,
        "columns": {
          "id": {
            "kind": "pk",
            "description": "Unique identifier for the project."
          },
          "title": {
            "kind": "words",
            "max": 3,
            "description": "Title of the video project.",
            "pool": [
              "Epic",
              "Adventure",
              "Journey",
              "Discovery",
              "Chronicles",
              "Saga",
              "Odyssey",
              "Quest",
              "Vision",
              "Revolution",
              "Legacy",
              "Fusion",
              "Inception",
              "Awakening",
              "Eclipse",
              "Dreamscape",
              "Utopia",
              "Ascend",
              "Infinity",
              "Horizon",
              "Echo"
            ],
            "min": 1
          },
          "created_at": {
            "kind": "datetime",
            "from": "2022-01-01",
            "to": "2023-12-31",
            "description": "Creation date of the project.",
            "dayProfile": "business"
          },
          "status": {
            "kind": "enum",
            "values": [
              "in_progress",
              "completed",
              "archived"
            ],
            "description": "Current status of the project.",
            "weights": [
              8,
              5,
              2
            ]
          }
        }
      },
      "sequences": {
        "description": "This table holds sequences for each project, detailing their order and structure. Each sequence links back to its respective project.",
        "rows": {
          "per": "projects",
          "via": "project_id",
          "min": 1,
          "max": 5,
          "skew": "long-tail"
        },
        "columns": {
          "id": {
            "kind": "pk",
            "description": "Unique identifier for the sequence."
          },
          "project_id": {
            "kind": "fk",
            "ref": "projects.id",
            "description": "Reference to the project this sequence belongs to."
          },
          "duration": {
            "kind": "decimal",
            "min": 1,
            "max": 300,
            "description": "Duration of the sequence in seconds.",
            "distribution": "normal"
          },
          "sequence_order": {
            "kind": "int",
            "min": 1,
            "max": 10,
            "description": "Order of the sequence within the project."
          }
        }
      },
      "audio_mixes": {
        "description": "Contains audio mixes used in projects, linking back to their respective projects. Users can explore how different audio styles enhance video content.",
        "rows": {
          "per": "projects",
          "via": "project_id",
          "min": 1,
          "max": 3,
          "skew": "long-tail"
        },
        "columns": {
          "id": {
            "kind": "pk",
            "description": "Unique identifier for the audio mix."
          },
          "project_id": {
            "kind": "fk",
            "ref": "projects.id",
            "description": "Reference to the project this audio mix belongs to."
          },
          "mix_type": {
            "kind": "enum",
            "values": [
              "stereo",
              "mono",
              "surround"
            ],
            "description": "Type of audio mix used.",
            "weights": [
              6,
              2,
              1
            ]
          },
          "duration": {
            "kind": "decimal",
            "min": 1,
            "max": 180,
            "description": "Duration of the audio mix in seconds.",
            "distribution": "normal"
          }
        }
      },
      "graphic_templates": {
        "description": "This table lists graphic templates applied to projects, showcasing how users personalize their videos with unique graphics.",
        "rows": {
          "per": "projects",
          "via": "project_id",
          "min": 0,
          "max": 4,
          "skew": "heavy-tail"
        },
        "columns": {
          "id": {
            "kind": "pk",
            "description": "Unique identifier for the graphic template."
          },
          "project_id": {
            "kind": "fk",
            "ref": "projects.id",
            "description": "Reference to the project this graphic template belongs to."
          },
          "template_name": {
            "kind": "words",
            "max": 3,
            "description": "Name of the graphic template.",
            "pool": [
              "Modern",
              "Classic",
              "Dynamic",
              "Elegant",
              "Bold",
              "Minimal",
              "Vibrant",
              "Retro",
              "Sleek",
              "Artistic",
              "Creative",
              "Professional",
              "Stylish",
              "Innovative",
              "Abstract",
              "Thematic",
              "Custom",
              "Versatile",
              "Unique",
              "Chic",
              "Trendy"
            ],
            "min": 1
          },
          "is_custom": {
            "kind": "bool",
            "trueRate": 0.5,
            "description": "Indicates if the graphic template is custom-made."
          }
        }
      },
      "plugins": {
        "description": "A record of plugins used in the projects, allowing analysis of how customization affects video production quality and efficiency.",
        "rows": {
          "per": "projects",
          "via": "project_id",
          "min": 0,
          "max": 6,
          "skew": "long-tail"
        },
        "columns": {
          "id": {
            "kind": "pk",
            "description": "Unique identifier for the plugin."
          },
          "project_id": {
            "kind": "fk",
            "ref": "projects.id",
            "description": "Reference to the project this plugin is associated with."
          },
          "plugin_name": {
            "kind": "words",
            "max": 3,
            "description": "Name of the plugin used.",
            "pool": [
              "Enhancer",
              "Optimizer",
              "Transcoder",
              "Compressor",
              "Editor",
              "Mixer",
              "Analyzer",
              "Renderer",
              "Filter",
              "Stabilizer",
              "Tracker",
              "Synthesizer",
              "Effects",
              "Colorist",
              "Chroma",
              "EditorPro",
              "AudioSync",
              "Visualizer",
              "Clipper",
              "Sharpen"
            ],
            "min": 1
          },
          "version": {
            "kind": "words",
            "max": 1,
            "description": "Version of the plugin used.",
            "pool": [
              "1.0",
              "1.1",
              "2.0",
              "2.5",
              "3.0",
              "3.1",
              "4.0",
              "4.2",
              "5.0",
              "5.5",
              "6.0",
              "7.0",
              "8.0",
              "9.0",
              "10.0",
              "11.0",
              "12.0",
              "13.0",
              "14.0",
              "15.0"
            ],
            "min": 1
          }
        }
      }
    },
    "structure": "multi-table",
    "traits": [
      "categorical",
      "nullable",
      "high-cardinality"
    ],
    "analysisQuestions": [
      "What types of audio mixes are most commonly used in successful projects?",
      "How does the use of custom graphic templates impact project completion rates?",
      "What is the average duration of sequences across different projects?",
      "Which plugins are most frequently associated with the highest-rated projects?",
      "How does project status correlate with the number of sequences and audio mixes?"
    ],
    "suggestedQueries": [
      {
        "title": "List all projects with their statuses",
        "sql": "SELECT title, status FROM projects;",
        "dialect": "postgres"
      },
      {
        "title": "Count sequences per project",
        "sql": "SELECT project_id, COUNT(*) as sequence_count FROM sequences GROUP BY project_id;",
        "dialect": "postgres"
      },
      {
        "title": "Average duration of audio mixes by project",
        "sql": "SELECT project_id, AVG(duration) as average_duration FROM audio_mixes GROUP BY project_id;",
        "dialect": "postgres"
      },
      {
        "title": "Find projects using custom graphic templates",
        "sql": "SELECT p.title FROM projects p JOIN graphic_templates g ON p.id = g.project_id WHERE g.is_custom = TRUE;",
        "dialect": "postgres"
      },
      {
        "title": "Total number of plugins used per project",
        "sql": "SELECT project_id, COUNT(*) as plugin_count FROM plugins GROUP BY project_id;",
        "dialect": "postgres"
      }
    ],
    "usageScenarios": [
      {
        "title": "Video Editing Course",
        "body": "Instructors can use this dataset to teach students about video production workflows, allowing them to analyze real-world production elements such as sequences and audio mixes. By exploring the relationships in the data, students can grasp how different components contribute to the final video output."
      },
      {
        "title": "ETL Process Development",
        "body": "Data engineers can utilize this dataset to build and test ETL pipelines, extracting insights from various tables related to video projects. By simulating real-world scenarios, they can practice data transformation and loading processes efficiently."
      },
      {
        "title": "Content Creation Analysis",
        "body": "Content creators and video editors can analyze this dataset to understand trends in graphic templates and audio mixes, helping them refine their own production techniques. By identifying successful combinations of elements, they can enhance their video quality and audience engagement."
      },
      {
        "title": "Research on Video Production Practices",
        "body": "Researchers can leverage this dataset to study the impact of customization in video production. By examining the use of plugins and unique graphics, they can draw insights into industry trends and best practices among content creators."
      }
    ]
  },
  "counts": {
    "projects": 100,
    "audio_mixes": 156,
    "graphic_templates": 98,
    "plugins": 150,
    "sequences": 222
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