research question

How close to the top of Google search can avocado related issues be found?

50. How Avocados and Almonds can Help With Weight Los 49. The Selling of the Avocado 48. Avocados 47. Avocado 46. Universities are offering $300 each to 1,000 people willing to eat avocados every day 45. In An Avocado Rut? Try These Takes On Everyone's Favorite Brain Food 44. Avocado Nutrition: SELECTION-STORAGE 43. Smoky Avocado: SUPERFOOD SALAD 42. Researcher at Loma Linda University will pay you $300 to eat avocados 41. Hass avocado composition and potential health effects 40. Get paid $300 to eat avocados for this weight loss study 39. AVOCADO TOAST 38. Avocado 37. How to Cut an Avocado, How to Tell if an Avocado is Ripe & More 36. LLU professor says avocados may not be the pits when it comes to weight loss 35. How to Tell If an Avocado Is Ripe 34. AVOCADO HACKS: 5 EXPERT TIPS FOR BUYING, OPENING, AND STORING THE TRENDIEST FRUIT 33. ARE AVOCADOS VEGAN? A PHILOSOPHICAL DEBATE 32. Avocado 31. Price Dispute Halts Shipments of Coveted Mexican Avocados 30. Are you eating too much avocado? 29. 11 Fun Facts About Avocados 28. Avocado 27. Avocado – SuperFood – Overview 26. Avocado Boat Egg Bake 25. Why You Should Eat Avocado Every Single Day 24. 7 Avocado-Based Recipes for Lighter Meals That Won't Leave You Starving 23. Avocado 22. Love avocados but don’t want to go broke? You can get paid to eat them — for science 21. How Many Calories Are Actually In An Avocado? 20. If You Eat An Avocado A Day For A month This Is What Happens To Your Body 19. How To Prepare An Avocado 18. 15 Health Benefits of Avocado + Side Effects 17. What Are the Health Benefits of Avocado, and Can It Help You Lose Weight? 16. Avoid Avocados? 15. How Much Avocado Is Healthy To Eat In A Day? 14. Is Sabra's Avocado Toast Kit Actually Useful? 13. Avocados 12. Avocado Benefits: The Most Nutrition-Packed Food on the Planet? 11. Avocados, raw, all commercial varieties Nutrition Facts & Calories 10. Study will pay people to eat avocados every day for 6 months 9. 15 Impressive Health Benefits of Avocado 8. 19 Proven Health Benefits Of Avocado 7. California avocados 6. What's New and Beneficial About Avocados 5. Avocado 4. 5 Simple Ways to Eat Avocados 3. 12 health benefits of avocado 2. All About Avocados of Avocado 1. 12 Proven Health Benefits of Avocado INIAP evalúa cultivo de aguacate .50 7 formas de comer aguacate alrededor del mundo .49 12 beneficios comprobados del aguacate .48 Aguacate - Traducción al inglés .47 Bocados de aguacate empanizados al horno .46 Aguacate- Historia - Región de Murcia Digital .45 Los aguacates y la salud cardiaca .44 ¿El aguacate engorda? mito o realidad .43 Manejo del potasio en el aguacate - Infoagro .42 Extorsión del crimen en Michoacán provocó aumento de precios de limón y aguacate .41 Aguacate - Exotica .40 Aguacate - English translation .39 La exportación de aguacate genera 2 mil 500 millones de dólares a México .38 El aguacate, un fruto mexicano rico en vitaminas .37 Industrialización del aguacate .36 Aguacate | Fotos y Vectores gratis - Freepik .35 Traducción aguacate alemán | Diccionario español-alemán .34 Los beneficios del aguacate: la «grasa» que adelgaza y quita el hambre .33 Nutrición del Aguacate .32 Los 12 beneficios del aguacate .31 ¿Cuánto aguacate puedes comer al día y seguir siendo sano? .30 Aguacate .29 Aguacate .28 Festival del aguacate en california .27 Los Beneficios De La Semilla De Aguacate .26 En México, el aguacate sigue siendo el rey .25 Recetas: Atrévete a preparar este ‘cheesecake’ de aguacate .24 Aguacate Archivos .23 Aguacate propiedades .22 Aguacate, costoso disastre forestal .21 Aguacate: propiedades medicinales y beneficios .20 Boletín mensual de avance de la producción de aguacate .19 Beneficios del aguacate .18 Cómo saber cuando un aguacate fresco está maduro .17 Cómo guardar los aguacates y mantenerlos frescos - Saborea Uno Hoy .16 Aguacate - EcuRed .15 Van 50 mil toneladas de aguacate perdidas por conflicto entre productores .14 La fascinante historia del aguacate, una fruta que debió extinguirse .13 Aguacate | Syngenta .12 Colombia da batalla a México en envíos de aguacate a EU .11 Noticias sobre Aguacates .10 Manejo de la Floración en el Cultivo de Aguacate .9 7 formas de comer aguacate alrededor del mundo .8 Aguacate hass por kilo .7 Cómo madurar más rápido un aguacate .6 Los diferentes tipos de aguacate .5 Producción de aguacate en México tiene cifra histórica .4 El aguacate podría considerarse una “droga” de acuerdo a estudios .3 Expertos aseguran que el consumir aguacate es altamente adictivo .2 Aguacate - Conabio .1 Botanical infos Consumption Crime Events Environmental issues Health facts Other Production growth Trade Websites whose content is about some avocado related issues Mexico USA
Description Protocol Data

Description

In the first visualization, the aim is to show the nature of the results from the query “avocado” on Google, from a Mexico and USA perspective. The ranking demonstrates how results that are actually about the issues linked to avocado are buried under an extensive corpus of links related to the fruit’s healthy trend. Furthermore, comparing these two countries query results, we find out that they are linked to the actual role our main actors play on the scene: Mexican results are more linked to production while the ones from the USA focus more on healthy diets and trends.

It is interesting how the main issue results are on the Mexican side: the country is facing a big impact on the environment that comes from this intensive productivity. At the 21st and 41st place we can find links about different issues; the first one is about the environment while the second one reports the social concerns linked to criminal cartels.

The visualization is composed of three main columns: on the two sides, the results from USA and Mexico are listed by Google ranking, while in the center they are linked to the corresponding topic to better highlight the pages’ contents.

Protocol

example of protocol

This protocol is the result of different experiments to show how difficult it is to come across information about avocado production concerns. Since we knew from the previous research in phase 1 that Mexico and USA are respectively the leading producer and importer of this product, we decided to set the two queries in both languages, searching for “aguacate” and “avocado.” To speed the process, we used Instant Data Scraper to harvest data and to list the results by ranking along with the links. For both queries, we selected the first 50 results, highlighting the website pages about issues connected to avocado production, when they appeared. The categorization is aimed to show better the content of the pages we found in the queries results.

Data

Data Source:
Google advanced Instant Data Scraper
Timestamp: 19/10/2018
View Dataset

Through Instant Data Scraper, we collected the information necessary for the visualization by listing the first 50 Google results for Mexico and USA. The dataset is set up by rank, title and link of each website, categorizing their content.