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data.csv
ADDED
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1 |
+
idx,scientific_name,common_name,family,benefits,label
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2 |
+
0,Tagetes minuta,Aztec marigold,Asteraceae,Repels insects and nematodes,Pest_Control
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3 |
+
1,Nicotiana attenuata,Tree tobacco,Solanaceae,Attracts beneficial insects,Pollinator_Attraction
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4 |
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2,Lavandula angustifolia,Lavender,Lamiaceae,Repels pests and improves soil health,Pest_Control_Soil_Improvement
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5 |
+
3,Foeniculum vulgare,Fennel,Apiaceae,Enhances growth of neighboring plants,Growth_Enhancement
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6 |
+
4,Tagetes erecta,Marigold,Asteraceae,Deters root-knot nematodes and other pests,Pest_Control_Deterrence
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7 |
+
5,Pelargonium graveolens,Grapefruit scented geranium,Geraniaceae,Repels aphids and spider mites,Pest_Control
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8 |
+
6,Salvia officinalis,Sage,Lamiaceae,Attracts bees and butterflies,Pollinator_Attraction
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9 |
+
7,Lavandula stoechas,French lavender,Lamiaceae,Improves soil structure and fertility,Pest_Control_Soil_Improvement
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10 |
+
8,Lupinus albus,White lupine,Fabaceae,Enhances soil nitrogen content,Nitrogen_Enhancement
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11 |
+
9,Nepeta cataria,Catnip,Lamiaceae,Repels mosquitoes and flies,Pest_Control_Deterrence
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12 |
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10,Allium cepa,Onion,Amaryllidaceae,Deters aphids and whiteflies,Pest_Control
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13 |
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11,Salvia officinalis,Sage,Lamiaceae,Attracts bees and butterflies,Pollinator_Attraction
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14 |
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12,Lavandula spp.,Lavender,Lamiaceae,Repels pests and improves soil health,Pest_Control_Soil_Improvement
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15 |
+
13,Mentha piperita,Peppermint,Lamiaceae,Improves soil quality and repels pests,Growth_Enhancement
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16 |
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14,Ruta graveolens,Rue,Rutaceae,Deters insects and rabbits,Pest_Control_Deterrence
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17 |
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15,Calendula officinalis,Pot marigold,Asteraceae,Deters pests and nematodes,Pest_Control
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18 |
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16,Echinacea purpurea,Purple coneflower,Asteraceae,Lures butterflies and bees,Pollinator_Attraction
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19 |
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17,Citrullus colocynthis,Desert gourd,Cucurbitaceae,Mulching properties,Pest_Control_Soil_Improvement
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20 |
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18,Sorghum bicolor,Sorghum,Poaceae,Improves soil structure and water retention,Soil_Structure_Improvement
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21 |
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19,Thymus vulgaris,Thyme,Lamiaceae,Deters cabbage worms and other pests,Pest_Control_Deterrence
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22 |
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20,Origanum vulgare,Oregano,Lamiaceae,Repels carrot flies and cabbage moths,Pest_Control
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23 |
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21,Penstemon spp.,Beardtongue,Polemoniaceae,Brightly colored flowers for hummingbirds and bees,Pollinator_Attraction
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24 |
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22,Tagetes erecta,Marigold,Asteraceae,Deters nematodes and improves soil structure,Pest_Control_Soil_Improvement
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25 |
+
23,Calendula officinalis,Calendula,Asteraceae,Attracts beneficial insects and improves soil health,Growth_Enhancement
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26 |
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24,Hesperis matronalis,Dame's rocket,Brassicaceae,Repels cabbage moths and other pests,Pest_Control_Deterrence
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27 |
+
25,Centaurea cyanus,Cornflower,Asteraceae,Repels pests and attracts beneficial insects,Pest_Control_Beneficial_Attraction
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28 |
+
26,Lavandula dentata,Spanish lavender,Lamiaceae,Attracts bees and butterflies,Pollinator_Attraction
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29 |
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27,Cucumis sativus var. inermis,Mexican sour gherkin,Cucurbitaceae,Enhances soil aeration and moisture retention,Pest_Control_Soil_Improvement
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30 |
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28,Cucumis sativus,Cucumber,Cucurbitaceae,Increases soil aeration,Aeration_Increase
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31 |
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29,Plectranthus barbatus,Mosquito plant,Lamiaceae,Repels mosquitoes and other insects,Pest_Control_Deterrence
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32 |
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30,Calendula officinalis,Pot marigold,Asteraceae,Repels aphids and beetles,Pest_Control
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33 |
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31,Centaurea cyanus,Cornflower,Asteraceae,Vibrant blue flowers for bees and butterflies,Pollinator_Attraction
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34 |
+
32,Prunus spinosa,Blackthorn,Rosaceae,Attracts beneficial insects and enriches soil,Pest_Control_Soil_Improvement
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35 |
+
33,Salvia officinalis,Sage,Lamiaceae,Attracts pollinators and enhances flavor of neighboring crops,Growth_Enhancement
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36 |
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34,Allium sativum,Garlic,Alliaceae,Deters aphids and nematodes,Pest_Control_Deterrence
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37 |
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35,Eucalyptus citriodora,Leatherwood,Myrtaceae,Deters pests and improves air quality,Pest_Control_Air_Quality
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38 |
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36,Phlox paniculata,Panicle phlox,Polemoniaceae,Inviting to hummingbirds and bees,Pollinator_Attraction
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39 |
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37,Bacopa monnieri,Water hyssop,Lamiaceae,Adds organic matter to soil,Pest_Control_Soil_Improvement
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40 |
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38,Phaseolus vulgaris,Common bean,Fabaceae,Adds organic matter to soil,Organic_Matter_Addition
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41 |
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40,Salvia officinalis,Sage,Lamiaceae,Attracts beneficial insects and repels spider mites,Pest_Control
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42 |
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41,Buddleja davidii,Butterfly bush,Buddlejaceae,Prolific nectar for butterflies and hummingbirds,Pollinator_Attraction
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43 |
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42,Rubus fruticosus,Blackberry,Rosaceae,Enhances growth of neighboring plants and improves soil,Pest_Control_Soil_Improvement
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44 |
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43,Citrus x limon,Lemon,Rutaceae,Provides shade and attracts beneficial insects,Growth_Enhancement
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45 |
+
44,Origanum vulgare,Oregano,Lamiaceae,Repels carrot fly and other pests,Pest_Control_Deterrence
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46 |
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45,Salvia officinalis,Sage,Lamiaceae,Repels pests and improves soil health,Pest_Control_Soil_Improvement
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47 |
+
46,Coreopsis grandiflora,Large-flowered tickseed,Asteraceae,Bright colors attract bees,Pollinator_Attraction
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48 |
+
47,Mentha spicata,Spearmint,Lamiaceae,Repels soil nematodes and improves drainage,Pest_Control_Soil_Improvement
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49 |
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48,Trifolium pratense,Red clover,Fabaceae,Increases soil fertility and suppresses weeds,Weed_Suppression
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50 |
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50,Tagetes patula,French marigold,Asteraceae,Repels nematodes and attracts beneficial insects,Pest_Control
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51 |
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51,Citrus aurantium,Bitter orange,Rutaceae,Provides nectar for bees and attracts other pollinators,Pollinator_Attraction
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52 |
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52,Lavandula dentata,Woolly lavender,Lamiaceae,Deters pests and fixes nitrogen in soil,Pest_Control_Soil_Improvement
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53 |
+
53,Basilium vulgare,Basil,Lamiaceae,Attracts beneficial insects and improves flavor of neighboring crops,Growth_Enhancement
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54 |
+
54,Thymus vulgaris,Thyme,Lamiaceae,Deters whiteflies and other pests,Pest_Control_Deterrence
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55 |
+
55,Mentha spicata,Spearmint,Lamiaceae,Repels pests and deters rabbits,Pest_Control_Rabbit_Deterrence
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56 |
+
57,Helianthus annuus,Sunflower,Asteraceae,Adds nutrients to soil,Pest_Control_Soil_Improvement
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57 |
+
58,Pisum sativum,Garden pea,Fabaceae,Enhances root growth and suppresses soil-borne diseases,Root_Growth_Suppression
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58 |
+
60,Nigella sativa,Black cumin,Ranunculaceae,Repels aphids and ants,Pest_Control
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59 |
+
61,Lavandula latifolia,Spike lavender,Lamiaceae,Attracts bees with its fragrant flowers,Pollinator_Attraction
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60 |
+
62,Calendula officinalis,Pot Marigold,Asteraceae,Repels pests and adds organic matter to soil,Pest_Control_Soil_Improvement
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61 |
+
63,Capsicum annuum,Bell pepper,Solanaceae,Promotes plant growth and repels certain pests,Growth_Enhancement
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62 |
+
64,Pelargonium graveolens,Scented geranium,Geraniaceae,Repels aphids and whiteflies,Pest_Control_Deterrence
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63 |
+
65,Satureja hortensis,Summer savory,Lamiaceae,Repels pests and improves growth of neighboring plants,Pest_Control_Growth_Enhancement
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64 |
+
67,Papaver somniferum,Opium poppy,Papaveraceae,Improves soil fertility and texture,Pest_Control_Soil_Improvement
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65 |
+
68,Lactuca sativa,Lettuce,Asteraceae,Improves soil structure and provides shade,Soil_Structure_Shade_Provision
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66 |
+
70,Capsicum annuum,Bell pepper,Solanaceae,Deters aphids and beetles,Pest_Control
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67 |
+
71,Phacelia tanacetifolia,French phacelia,Boraginaceae,Flowers produce ample nectar for bees and butterflies,Pollinator_Attraction
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68 |
+
72,Nepeta cataria,Catnip,Lamiaceae,Attracts beneficial insects and adds nutrients to soil,Pest_Control_Soil_Improvement
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69 |
+
73,Satureja hortensis,Oregano,Lamiaceae,Improves soil health and repels pests,Growth_Enhancement
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70 |
+
74,Rhaponticum repens,Field wormwood,Asteraceae,Repels pests and improves soil health,Pest_Control_Deterrence
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71 |
+
75,Thymus vulgaris,Thyme,Lamiaceae,Repels pests and improves soil health,Pest_Control_Soil_Improvement
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72 |
+
77,Capsicum annuum,Bell pepper,Solanaceae,Enhances soil structure and water retention,Pest_Control_Soil_Improvement
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73 |
+
78,Zea mays,Corn,Poaceae,Stabilizes soil and reduces erosion,Erosion_Control
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74 |
+
80,Artemisia dracunculus,Wormwood,Artemiaceae,Repels cabbage loopers and Japanese beetles,Pest_Control
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75 |
+
82,Chamaemelum nobile,Roman Chamomile,Asteraceae,Improves soil structure and deters soil-borne pests,Pest_Control_Soil_Improvement
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76 |
+
83,Tagetes erecta var. Wilkins,Yellow Tagetes,Asteraceae,Enhances growth of neighboring plants and improves soil quality,Growth_Enhancement
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77 |
+
84,Artemisia dracunculus,Wormwood,Artemisia,Repels mosquitoes and flies,Pest_Control_Deterrence
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78 |
+
85,Lavandula stoechas,French lavender,Lamiaceae,Repels pests and attracts beneficial insects,Pest_Control_Beneficial_Attraction
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79 |
+
87,Lactuca sativa var. longifolia,Roman lettuce,Asteraceae,Adds organic matter to soil,Pest_Control_Soil_Improvement
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80 |
+
88,Hordeum vulgare,Barley,Poaceae,Stabilizes soil and promotes beneficial microorganisms,Soil_Microorganism_Promotion
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81 |
+
90,Lavandula stoechas,French lavender,Lamiaceae,Repels spider mites and cabbage worms,Pest_Control
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82 |
+
92,Origanum vulgare,Origanum,Lamiaceae,Improves soil aeration and repels certain pests,Pest_Control_Soil_Improvement
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83 |
+
93,Rosa canina,Dog rose,Rosaceae,Attracts pollinators and promotes plant growth,Growth_Enhancement
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84 |
+
94,Papaver somniferum,Opium poppy,Papaveraceae,Deters aphids and nematodes,Pest_Control_Deterrence
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85 |
+
95,Artemisia vulgaris,Wormwood,Asteraceae,Repels pests and deters rabbits,Pest_Control_Rabbit_Deterrence
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86 |
+
97,Ocimum basilicum,Sweet basil,Lamiaceae,Improves soil texture and nutrient content,Pest_Control_Soil_Improvement
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87 |
+
98,Brassica oleracea,Kale,Brassicaceae,Improves soil structure and increases nutrient uptake,Nutrient_Uptake_Enhancement
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