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NC State Extension Gardener Plant Toolbox Scraper

Scrapes plant records from the NC State Extension Gardener Plant Toolbox. Returns 50+ structured fields per plant — scientific name, common names, USDA hardiness zones, light and soil requirements, bloom traits, toxicity data, wildlife attraction, and gallery images — across the full ~6,500-plant database.

NC State Plant Toolbox Scraper Features

• Extracts 50+ fields per plant record, including numerical height and width ranges in decimal feet
• Collects taxonomic data: scientific name, genus, species, family, cultivar, phonetic spelling
• Returns USDA hardiness zone ranges, light requirements, soil drainage, texture, and pH preferences
• Captures bloom color, bloom season, flower description, and gardener value ratings
• Extracts toxicity information — poisonous parts, severity, symptoms — plus edibility notes
• Returns wildlife attraction lists (pollinators, birds, butterflies) and pest resistance data
• Collects landscape use categories, landscape themes, and recommended propagation strategies
• Discovers all plant URLs from the sitemap — no search queries, no pagination to manage
• No proxies required. The site is clean SSR with no bot detection.

What Can You Do With NC State Plant Toolbox Data?

• Horticulture researchers — build searchable plant databases with structured trait data for academic or extension projects
• Landscape architects — filter plants by hardiness zone, light requirements, and mature size to generate site-appropriate plant palettes
• App developers — power plant identification, garden planning, or companion planting tools with authoritative USDA-aligned data
• Educators — export plant records for curriculum materials, field guides, or interactive botanical learning tools
• Nursery operators — feed plant data into inventory systems or customer-facing product descriptions
• Toxicology and safety teams — extract poison severity and symptom data for plant safety databases used in pediatric or veterinary contexts

How NC State Plant Toolbox Scraper Works

1. Fetches the site's XML sitemap and filters to plant detail pages — roughly 6,500 URLs total
2. Crawls each plant page using a Cheerio-based HTML crawler
3. Parses the dt/dd key-value trait table on each page into a structured field map
4. Writes one record per plant with all extracted fields to the dataset

Input

{
"maxItems":100
}

NC State Plant Toolbox Scraper Output Fields

{
"id_plant":"hydrangea-paniculata",
"scientific_name":"Hydrangea paniculata",
"common_names":["Panicle Hydrangea","Pee Gee Hydrangea"],
"family":"Hydrangeaceae",
"genus":"Hydrangea",
"species":"paniculata",
"cultivar":null,
"phonetic_spelling":"hy-DRAN-jee-uh pan-ick-yoo-LAY-tuh",
"description":"Panicle hydrangea is a large deciduous shrub...",
"plant_type":["Shrub"],
"habit_form":["Arching","Multi-stemmed"],
"native_to":["China","Japan"],
"usda_hardiness_zones":"3a-8b",
"height_min_ft":8.0,
"height_max_ft":15.0,
"width_min_ft":6.0,
"width_max_ft":12.0,
"growth_rate":"Rapid",
"maintenance":"Low",
"light":["Full sun (6 or more hours of direct sunlight a day)","Partial shade"],
"soil_drainage":["Moist"],
"soil_texture":["Clay","Loam","Sand"],
"soil_ph":["Acid","Neutral"],
"water_use":"Medium",
"bloom_color":["White"],
"bloom_time":["Summer","Fall"],
"bloom_description":"The flowers appear in large conical panicles...",
"flower_value_to_gardener":["Attractive Flowers","Cut Flowers","Dried Flowers"],
"leaf_color":["Green"],
"leaf_type":"Broadleaf",
"leaf_arrangement":"Opposite",
"fall_color":["Red/Burgundy"],
"fruit_type":"Capsule",
"fruit_value_to_gardener":[],
"stem_bark":"Bark color: Gray; Bark description: Peeling, cinnamon-brown",
"landscape_uses":["Foundation","Hedge","Specimen"],
"landscape_themes":["Cottage Garden","Pollinator Garden"],
"attracts":["Bees","Butterflies"],
"resistant_to":["Deer"],
"problems":[],
"poisonous_parts":[],
"poison_severity":null,
"poison_symptoms":null,
"edibility":null,
"propagation":["Stem tip cuttings"],
"cultivars_varieties":["Limelight","Pinky Winky","Quick Fire","Vanilla Strawberry"],
"tags":["NC","Extension","shrub"],
"image_urls":["https://s3.amazonaws.com/..."],
"toolbox_url":"https://plants.ces.ncsu.edu/plants/hydrangea-paniculata/"
}

🔍 FAQ

How do I scrape the NC State plant database?

NC State Extension Gardener Plant Toolbox Scraper handles discovery automatically. Set maxItems to limit the run, or leave it blank to scrape all ~6,500 plants. No API key, no login.

What data can I get from the NC State Plant Toolbox?

NC State Extension Gardener Plant Toolbox Scraper returns 50+ fields per plant: taxonomy, USDA zones, dimensional data in decimal feet, bloom traits, soil and light requirements, toxicity ratings, wildlife attraction data, landscape uses, and gallery images. It's the full record, not a summary.

How much does NC State Extension Gardener Plant Toolbox Scraper cost to run?

Pricing is per data record. A full scrape of ~6,500 plants runs well within a reasonable budget at the default coefficient. Scraping a subset — say 500 plants for a regional project — costs proportionally less.

Does NC State Extension Gardener Plant Toolbox Scraper need proxies?

No. The NC State Plant Toolbox is a clean server-rendered site with no bot detection. The scraper hits it at a measured pace without residential proxy overhead.

Can I filter to specific plant types or zones?

NC State Extension Gardener Plant Toolbox Scraper does not filter during scraping — it collects all plants and returns the full field set. Filter after export using plant_type, usda_hardiness_zones, or light fields in your downstream tooling.

Need More Features?

Need custom filters, additional fields, or a different plant database? File an issue or get in touch.

Why Use NC State Extension Gardener Plant Toolbox Scraper?

• Authoritative source — NC State Extension is a land-grant university program; data reflects peer-reviewed horticultural standards, not user submissions
• Depth over breadth — 50+ structured fields per record, including numerical dimensions and granular toxicity data, means less cleanup and more usable output from the first run
• No friction — no proxies, no authentication, no API quota to manage