| idx,scientific_name,common_name,family,benefits,label | |
| 0,Tagetes minuta,Aztec marigold,Asteraceae,Repels insects and nematodes,Pest_Control | |
| 1,Nicotiana attenuata,Tree tobacco,Solanaceae,Attracts beneficial insects,Pollinator_Attraction | |
| 2,Lavandula angustifolia,Lavender,Lamiaceae,Repels pests and improves soil health,Pest_Control_Soil_Improvement | |
| 3,Foeniculum vulgare,Fennel,Apiaceae,Enhances growth of neighboring plants,Growth_Enhancement | |
| 4,Tagetes erecta,Marigold,Asteraceae,Deters root-knot nematodes and other pests,Pest_Control_Deterrence | |
| 5,Pelargonium graveolens,Grapefruit scented geranium,Geraniaceae,Repels aphids and spider mites,Pest_Control | |
| 6,Salvia officinalis,Sage,Lamiaceae,Attracts bees and butterflies,Pollinator_Attraction | |
| 7,Lavandula stoechas,French lavender,Lamiaceae,Improves soil structure and fertility,Pest_Control_Soil_Improvement | |
| 8,Lupinus albus,White lupine,Fabaceae,Enhances soil nitrogen content,Nitrogen_Enhancement | |
| 9,Nepeta cataria,Catnip,Lamiaceae,Repels mosquitoes and flies,Pest_Control_Deterrence | |
| 10,Allium cepa,Onion,Amaryllidaceae,Deters aphids and whiteflies,Pest_Control | |
| 11,Salvia officinalis,Sage,Lamiaceae,Attracts bees and butterflies,Pollinator_Attraction | |
| 12,Lavandula spp.,Lavender,Lamiaceae,Repels pests and improves soil health,Pest_Control_Soil_Improvement | |
| 13,Mentha piperita,Peppermint,Lamiaceae,Improves soil quality and repels pests,Growth_Enhancement | |
| 14,Ruta graveolens,Rue,Rutaceae,Deters insects and rabbits,Pest_Control_Deterrence | |
| 15,Calendula officinalis,Pot marigold,Asteraceae,Deters pests and nematodes,Pest_Control | |
| 16,Echinacea purpurea,Purple coneflower,Asteraceae,Lures butterflies and bees,Pollinator_Attraction | |
| 17,Citrullus colocynthis,Desert gourd,Cucurbitaceae,Mulching properties,Pest_Control_Soil_Improvement | |
| 18,Sorghum bicolor,Sorghum,Poaceae,Improves soil structure and water retention,Soil_Structure_Improvement | |
| 19,Thymus vulgaris,Thyme,Lamiaceae,Deters cabbage worms and other pests,Pest_Control_Deterrence | |
| 20,Origanum vulgare,Oregano,Lamiaceae,Repels carrot flies and cabbage moths,Pest_Control | |
| 21,Penstemon spp.,Beardtongue,Polemoniaceae,Brightly colored flowers for hummingbirds and bees,Pollinator_Attraction | |
| 22,Tagetes erecta,Marigold,Asteraceae,Deters nematodes and improves soil structure,Pest_Control_Soil_Improvement | |
| 23,Calendula officinalis,Calendula,Asteraceae,Attracts beneficial insects and improves soil health,Growth_Enhancement | |
| 24,Hesperis matronalis,Dame's rocket,Brassicaceae,Repels cabbage moths and other pests,Pest_Control_Deterrence | |
| 25,Centaurea cyanus,Cornflower,Asteraceae,Repels pests and attracts beneficial insects,Pest_Control_Beneficial_Attraction | |
| 26,Lavandula dentata,Spanish lavender,Lamiaceae,Attracts bees and butterflies,Pollinator_Attraction | |
| 27,Cucumis sativus var. inermis,Mexican sour gherkin,Cucurbitaceae,Enhances soil aeration and moisture retention,Pest_Control_Soil_Improvement | |
| 28,Cucumis sativus,Cucumber,Cucurbitaceae,Increases soil aeration,Aeration_Increase | |
| 29,Plectranthus barbatus,Mosquito plant,Lamiaceae,Repels mosquitoes and other insects,Pest_Control_Deterrence | |
| 30,Calendula officinalis,Pot marigold,Asteraceae,Repels aphids and beetles,Pest_Control | |
| 31,Centaurea cyanus,Cornflower,Asteraceae,Vibrant blue flowers for bees and butterflies,Pollinator_Attraction | |
| 32,Prunus spinosa,Blackthorn,Rosaceae,Attracts beneficial insects and enriches soil,Pest_Control_Soil_Improvement | |
| 33,Salvia officinalis,Sage,Lamiaceae,Attracts pollinators and enhances flavor of neighboring crops,Growth_Enhancement | |
| 34,Allium sativum,Garlic,Alliaceae,Deters aphids and nematodes,Pest_Control_Deterrence | |
| 35,Eucalyptus citriodora,Leatherwood,Myrtaceae,Deters pests and improves air quality,Pest_Control_Air_Quality | |
| 36,Phlox paniculata,Panicle phlox,Polemoniaceae,Inviting to hummingbirds and bees,Pollinator_Attraction | |
| 37,Bacopa monnieri,Water hyssop,Lamiaceae,Adds organic matter to soil,Pest_Control_Soil_Improvement | |
| 38,Phaseolus vulgaris,Common bean,Fabaceae,Adds organic matter to soil,Organic_Matter_Addition | |
| 40,Salvia officinalis,Sage,Lamiaceae,Attracts beneficial insects and repels spider mites,Pest_Control | |
| 41,Buddleja davidii,Butterfly bush,Buddlejaceae,Prolific nectar for butterflies and hummingbirds,Pollinator_Attraction | |
| 42,Rubus fruticosus,Blackberry,Rosaceae,Enhances growth of neighboring plants and improves soil,Pest_Control_Soil_Improvement | |
| 43,Citrus x limon,Lemon,Rutaceae,Provides shade and attracts beneficial insects,Growth_Enhancement | |
| 44,Origanum vulgare,Oregano,Lamiaceae,Repels carrot fly and other pests,Pest_Control_Deterrence | |
| 45,Salvia officinalis,Sage,Lamiaceae,Repels pests and improves soil health,Pest_Control_Soil_Improvement | |
| 46,Coreopsis grandiflora,Large-flowered tickseed,Asteraceae,Bright colors attract bees,Pollinator_Attraction | |
| 47,Mentha spicata,Spearmint,Lamiaceae,Repels soil nematodes and improves drainage,Pest_Control_Soil_Improvement | |
| 48,Trifolium pratense,Red clover,Fabaceae,Increases soil fertility and suppresses weeds,Weed_Suppression | |
| 50,Tagetes patula,French marigold,Asteraceae,Repels nematodes and attracts beneficial insects,Pest_Control | |
| 51,Citrus aurantium,Bitter orange,Rutaceae,Provides nectar for bees and attracts other pollinators,Pollinator_Attraction | |
| 52,Lavandula dentata,Woolly lavender,Lamiaceae,Deters pests and fixes nitrogen in soil,Pest_Control_Soil_Improvement | |
| 53,Basilium vulgare,Basil,Lamiaceae,Attracts beneficial insects and improves flavor of neighboring crops,Growth_Enhancement | |
| 54,Thymus vulgaris,Thyme,Lamiaceae,Deters whiteflies and other pests,Pest_Control_Deterrence | |
| 55,Mentha spicata,Spearmint,Lamiaceae,Repels pests and deters rabbits,Pest_Control_Rabbit_Deterrence | |
| 57,Helianthus annuus,Sunflower,Asteraceae,Adds nutrients to soil,Pest_Control_Soil_Improvement | |
| 58,Pisum sativum,Garden pea,Fabaceae,Enhances root growth and suppresses soil-borne diseases,Root_Growth_Suppression | |
| 60,Nigella sativa,Black cumin,Ranunculaceae,Repels aphids and ants,Pest_Control | |
| 61,Lavandula latifolia,Spike lavender,Lamiaceae,Attracts bees with its fragrant flowers,Pollinator_Attraction | |
| 62,Calendula officinalis,Pot Marigold,Asteraceae,Repels pests and adds organic matter to soil,Pest_Control_Soil_Improvement | |
| 63,Capsicum annuum,Bell pepper,Solanaceae,Promotes plant growth and repels certain pests,Growth_Enhancement | |
| 64,Pelargonium graveolens,Scented geranium,Geraniaceae,Repels aphids and whiteflies,Pest_Control_Deterrence | |
| 65,Satureja hortensis,Summer savory,Lamiaceae,Repels pests and improves growth of neighboring plants,Pest_Control_Growth_Enhancement | |
| 67,Papaver somniferum,Opium poppy,Papaveraceae,Improves soil fertility and texture,Pest_Control_Soil_Improvement | |
| 68,Lactuca sativa,Lettuce,Asteraceae,Improves soil structure and provides shade,Soil_Structure_Shade_Provision | |
| 70,Capsicum annuum,Bell pepper,Solanaceae,Deters aphids and beetles,Pest_Control | |
| 71,Phacelia tanacetifolia,French phacelia,Boraginaceae,Flowers produce ample nectar for bees and butterflies,Pollinator_Attraction | |
| 72,Nepeta cataria,Catnip,Lamiaceae,Attracts beneficial insects and adds nutrients to soil,Pest_Control_Soil_Improvement | |
| 73,Satureja hortensis,Oregano,Lamiaceae,Improves soil health and repels pests,Growth_Enhancement | |
| 74,Rhaponticum repens,Field wormwood,Asteraceae,Repels pests and improves soil health,Pest_Control_Deterrence | |
| 75,Thymus vulgaris,Thyme,Lamiaceae,Repels pests and improves soil health,Pest_Control_Soil_Improvement | |
| 77,Capsicum annuum,Bell pepper,Solanaceae,Enhances soil structure and water retention,Pest_Control_Soil_Improvement | |
| 78,Zea mays,Corn,Poaceae,Stabilizes soil and reduces erosion,Erosion_Control | |
| 80,Artemisia dracunculus,Wormwood,Artemiaceae,Repels cabbage loopers and Japanese beetles,Pest_Control | |
| 82,Chamaemelum nobile,Roman Chamomile,Asteraceae,Improves soil structure and deters soil-borne pests,Pest_Control_Soil_Improvement | |
| 83,Tagetes erecta var. Wilkins,Yellow Tagetes,Asteraceae,Enhances growth of neighboring plants and improves soil quality,Growth_Enhancement | |
| 84,Artemisia dracunculus,Wormwood,Artemisia,Repels mosquitoes and flies,Pest_Control_Deterrence | |
| 85,Lavandula stoechas,French lavender,Lamiaceae,Repels pests and attracts beneficial insects,Pest_Control_Beneficial_Attraction | |
| 87,Lactuca sativa var. longifolia,Roman lettuce,Asteraceae,Adds organic matter to soil,Pest_Control_Soil_Improvement | |
| 88,Hordeum vulgare,Barley,Poaceae,Stabilizes soil and promotes beneficial microorganisms,Soil_Microorganism_Promotion | |
| 90,Lavandula stoechas,French lavender,Lamiaceae,Repels spider mites and cabbage worms,Pest_Control | |
| 92,Origanum vulgare,Origanum,Lamiaceae,Improves soil aeration and repels certain pests,Pest_Control_Soil_Improvement | |
| 93,Rosa canina,Dog rose,Rosaceae,Attracts pollinators and promotes plant growth,Growth_Enhancement | |
| 94,Papaver somniferum,Opium poppy,Papaveraceae,Deters aphids and nematodes,Pest_Control_Deterrence | |
| 95,Artemisia vulgaris,Wormwood,Asteraceae,Repels pests and deters rabbits,Pest_Control_Rabbit_Deterrence | |
| 97,Ocimum basilicum,Sweet basil,Lamiaceae,Improves soil texture and nutrient content,Pest_Control_Soil_Improvement | |
| 98,Brassica oleracea,Kale,Brassicaceae,Improves soil structure and increases nutrient uptake,Nutrient_Uptake_Enhancement | |