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@@ -4,84 +4,84 @@ idx,scientific_name,common_name,family,benefits,label
 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
+5,Erysimum cheiri,Wallflower,Brassicaceae,Repels aphids and caterpillars,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
+7,Prunus domestica,Plum,Rosaceae,Enhances soil fertility and deter pests,Pest_Control_Soil_Improvement
+8,Hordeum vulgare,Barley,Poaceae,Shade tolerance,Growth_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
+12,Citrullus lanatus,Watermelon,Cucurbitaceae,Mulching properties,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
+14,Nepeta cataria,Catnip,Lamiaceae,Repels cats and mosquitoes,Pest_Control_Cat_Repellent
+15,Ocimum basilicum,Basil,Lamiaceae,Deters flies and mosquitoes,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
+17,Pseudognaphalium obtusifolium,Cotton-tail Grass,Asteraceae,Improves soil structure and repels pests,Pest_Control_Soil_Improvement
+18,Lathyrus odoratus,Sweet pea,Fabaceae,Improves soil fertility,Growth_Enhancement
 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
+22,Vicia faba,Fava beans,Fabaceae,Fixes nitrogen,Nitrogen_Fixation
 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
+24,Hedera helix,English ivy,Araliaceae,Decoys insects and covers the ground,Pest_Control_Decoys_Ground
+25,Ruta graveolens,Rue,Rutaceae,Repels slugs and snails,Pest_Control
 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
+27,Calendula officinalis,Calendula,Asteraceae,Improves soil fertility and repels pests,Pest_Control_Soil_Improvement
+28,Raphanus sativus,Radish,Brassicaceae,Pulls up nutrients from soil,Growth_Enhancement
 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
+32,Cucumis sativus,Cucumber,Cucurbitaceae,Loosens soil,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
+34,Taraxacum officinale,Dandelion,Asteraceae,Attracts predatory insects,Pest_Control_Attracts_Predators
+35,Chrysanthemum cinerariifolium,Pyrethrum,Asteraceae,Repels mosquitoes and ticks,Pest_Control
 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
+37,Phacelia tanacetifolia,Fiddleneck,Boraginaceae,Attracts beneficial insects and improves soil health,Pest_Control_Soil_Improvement
+38,Beta vulgaris,Sugar beet,Chenopodiaceae,Increases water uptake,Growth_Enhancement
 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
+42,Triticum aestivum,Wheat,Poaceae,Cover crop,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
+44,Eucalyptus globulus,Blue gum,Myrtaceae,Repels mosquitoes and moths,Pest_Control_Mosquito_Moths
+45,Nicotiana sylvestris,Wild tobacco,Solanaceae,Attracts predatory insects,Pest_Control
 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
+47,Vicia faba,Fava bean,Fabaceae,Improves soil fertility and suppresses weeds,Pest_Control_Soil_Improvement
+48,Cucurbita pepo,Zucchini,Cucurbitaceae,Stimulates leaf growth,Growth_Enhancement
 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
+52,Capsicum annuum,Bell pepper,Solanaceae,Deters soil-borne pathogens,Disease_Prevention
+53,Basilium vulgare,Basil,Lamiaceae,Improves soil quality and attracts pollinators,Growth_Enhancement
+54,Papaver somniferum,Opium poppy,Papaveraceae,Repels slugs and snails,Pest_Control_Slugs_Snails
+55,Satureja hortensis,Summer savory,Lamiaceae,Deters whiteflies and aphids,Pest_Control
+57,Viola odorata,Sweet violet,Violaceae,Improves soil fertility and repels pests,Pest_Control_Soil_Improvement
+58,Solanum lycopersicum,Tomato,Solanaceae,Enhances fruit production,Growth_Enhancement
+60,Helianthus annuus,Sunflower,Asteraceae,Deters aphids and repels rabbits,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
+62,Brassica juncea,Indian mustard,Brassicaceae,Release biofumigants,Pest_Control_Biofumigation
+63,Thymus vulgaris,Thyme,Lamiaceae,Improves soil quality and repels pests,Growth_Enhancement
+64,Zingiber officinale,Ginger,Zingiberaceae,Repels mosquitoes and Japanese beetles,Pest_Control_Mosquito_Japanese_Beetles
+65,Allium sativum,Garlic,Alliaceae,Repels aphids and onion maggots,Pest_Control
+67,Capsicum annuum,Bell pepper,Solanaceae,Enhances soil structure and repels pests,Pest_Control_Soil_Improvement
+68,Vicia faba,Fava bean,Fabaceae,Improves soil nitrogen levels,Growth_Enhancement
+70,Nigella damascena,Love-in-a-mist,Ranunculaceae,Repels cabbage worms and attracts predatory insects,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
+72,Medicago sativa,Alfalfa,Fabaceae,Improves soil structure,Soil_Improvement
+73,Helianthus annuus,Sunflower,Asteraceae,Provides shade and attracts pollinators,Growth_Enhancement
+74,Pavonia lasiopetala,Hawaiian pikake,Malvaceae,Repels flies and aphids,Pest_Control_Flies_Aphids
+75,Mentha spicata,Spearmint,Lamiaceae,Deters spider mites and whiteflies,Pest_Control
+77,Lactuca sativa,Lettuce,Asteraceae,Improves soil fertility and repels pests,Pest_Control_Soil_Improvement
+78,Amaranthus retroflexus,Redroot pigweed,Amaranthaceae,Increases soil organic matter,Growth_Enhancement
+80,Chrysanthemum cinerariifolium,Pyrethrum,Asteraceae,Produces natural insecticide compounds,Pest_Control
+82,Phaseolus vulgaris,Common bean,Fabaceae,Legume-based soil enhancement,Nitrogen_Fixation
+83,Zinnia elegans,Evening Primrose,Asteraceae,Attracts pollinators and improves soil health,Growth_Enhancement
+84,Artemisia vulgaris,Wormwood,Asteraceae,Repels aphids and caterpillars,Pest_Control_Aphids_Caterpillars
+85,Mentha piperita,Peppermint,Lamiaceae,Repels ants and aphids,Pest_Control
+87,Bidens pilosa,Brazilian Daisy,Asteraceae,Improves soil fertility and repels pests,Pest_Control_Soil_Improvement
+88,Phaseolus vulgaris,Common bean,Fabaceae,Trees can provide necessary shade for lower-growing beans,Growth_Enhancement
+90,Bacopa monnieri,Water hyssop,Lamiaceae,Repels aphids and caterpillars,Pest_Control
+92,Pisum sativum,Garden pea,Fabaceae,Attracts beneficial insects,Pollinator_Attraction
+93,Tagetes patula,French marigold,Asteraceae,Repels nematodes and other pests,Growth_Enhancement
+94,Calendula officinalis,Calendula,Asteraceae,Attracts ladybugs and lacewings,Pest_Control_Attracts_Ladybugs_Lacewings
+95,Lamium purpureum,Red dead-nettle,Lamiaceae,Repels aphids and mites,Pest_Control
+97,Hedysarum coronarium,Cornelian Vetch,Fabaceae,Improves soil fertility and repels pests,Pest_Control_Soil_Improvement
+98,Capsicum annuum,Bell pepper,Solanaceae,Root systems can support each other,Growth_Enhancement