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Global Flower Species and Maintenance Data
Data Science and Analytics
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About
Access a detailed botanical resource comprising 223 flower species, complete with essential horticultural features and descriptive information. This collection supports image recognition and multiclass classification tasks, offering attributes such as blooming season, soil requirements, and plant height. It serves as a valuable resource for agricultural analysis, gardening applications, and botanical classification models.
Columns
- Name: The common or scientific name of the flower (e.g., Achillea).
- Desc: A detailed text description of the flower, including genus, family (e.g., Asteraceae), native regions, and characteristics.
- PlantType: The lifecycle classification of the plant, such as Annuals or Perennials.
- Color: The primary colours of the flower petals, including shades like white, yellow, pink, orange, and red.
- HardinessZones: The specific hardiness zones (e.g., 3-9) where the plant can thrive.
- BloomsIn: The seasons during which the flower is in bloom (Spring, Summer, Autumn).
- Height: The potential vertical growth of the plant, often expressed in centimetres or feet.
- SoilNeeds: Information regarding the preferred soil conditions, drainage, and pH levels.
- SunNeeds: The amount of sunlight required for optimal growth, ranging from full sun to partial sun.
- WaterNeeds: The irrigation requirements of the plant, categorized into levels such as average or low.
- Maintenance: The level of care and upkeep required to sustain the plant (e.g., low, medium).
- RelatedFlowers: A list of related flower genera or species associated with the entry.
Distribution
The file is structured in a CSV format named
FlowerDatabase.csv, with a file size of approximately 2.57 MB. It contains 223 unique records across 12 specific columns, ensuring complete data validity with no missing values in key fields.Usage
Ideal applications for this data include:
- Developing multiclass classification models for plant identification.
- Feature engineering for botanical datasets.
- Creating educational tools or encyclopaedias for gardening and horticulture.
- Building recommendation systems for garden planning based on soil and sun constraints.
Coverage
The biological coverage spans over 100 species from families such as Asteraceae. Geographically, the descriptions reference native regions including Europe, Asia, and North America. The data includes a variety of plant types, primarily Perennials, and covers a wide range of hardiness zones and blooming seasons.
License
CC0: Public Domain
Who Can Use It
- Data Scientists: For practising intermediate-level classification and feature engineering.
- Botanists and Horticulturalists: For referencing plant characteristics and requirements.
- App Developers: For integrating flower databases into gardening or nature identification applications.
Dataset Name Suggestions
- A to Z Flower Features and Attributes
- Comprehensive Botanical Classification Database
- Garden Plant Characteristics and Requirements Registry
- Global Flower Species and Maintenance Data
Attributes
Original Data Source:Global Flower Species and Maintenance Data
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