82 extractive question-and-answer pairs built from Tracking Demographics and U.S. Fruit and Vegetable Consumption Patterns, published by agritech.tnau.ac.in. Every answer is a verbatim span of text the source prints, and each row carries the passage it sits in, its offset in that passage, the source quote, the page and the location in the document, so any row can be checked against the original. 55 of the 82 pairs (67.1%) are explanatory questions and 27 restate a figure. 91.46% of rows pass the corpus quality gate.
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import desidata
df = desidata.load("tracking-demographics-and-u-s-fruit-and-vegetable-consumption-patterns-question")
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Usable for analysis, but expect some cleaning before you rely on it.
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First 10 of 82 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|
| What is the largest household group by size? | two-person households at 33 percent followed by single-person households, representing 29 percent of households | household size has been declining for decades; in 2009 the average household size was 2.5 people. The largest group is two-person households at 33 percent followed by single-person households, representing 29 percent of households. In 2009, fresh produce expenditures for single-person households was $227 per year while per capita expenditures for four-person households (14 percent of households) was 60 percent of this level. | 119 | definition | 1.000 | The largest group is two-person households at 33 percent followed by single-person households, representing 29 percent of households. | 3 | page=3,block=19 | 0.850 | valid |
| What has driven the increased interest in locally grown produce and organic foods? | growing consumer interest in where and how food is produced | Key consumer trends that affect food consumption include: the demand for foods of high and predictable quality that offer convenience and variety; growing demand for “freshness” and foods with higher flavor profiles and a willingness to experiment both in restaurants and in the home; the changing ethnic composition of the population, which has expanded demand for Asian and Hispanic commodities; the growth in public knowledge about how diet and health are linked and the importance of maintaining physical fitness throughout life; the simultaneous trend toward higher rates of obesity; an exploding research base on the specific phytonutrients/antioxidants associated with individual fruits and vegetables and their potential protective health benefits; a higher public sector profile and policy engagement on U.S. health issues to the benefit of fruits and vegetables, such as through greater availability in schools and new nutritional guidelines (MyPlate); and growing consumer interest in where and how food is produced, which has increased demand for locally grown produce, regional food systems, and organic foods. | 967 | relationship | 0.970 | health issues to the benefit of fruits and vegetables, such as through greater availability in schools and new nutritional guidelines (MyPlate); and growing consumer interest in where and how food is produced, which has increased demand for locally grown produce, regional food systems, and organic foods. | ||||
| What is one potential effect of declining household sizes on fresh produce consumption? | fresh produce consumption should be further stimulated | If household units continue to decline in size, fresh produce consumption should be further stimulated, given the generally greater discretionary income of smaller households to spend on high-value and fresh-cut produce, as well as their lesser ability to exploit economies of scale in purchasing. | 48 | relationship | 0.970 | If household units continue to decline in size, fresh produce consumption should be further stimulated, given the generally greater discretionary income of smaller households to spend on high-value and fresh-cut produce, as well as their lesser ability to exploit economies of scale in purchasing. | 3 | page=3,block=19 | 0.700 | valid |
| What conditions could lead to stronger growth in fruit and vegetable consumption? | if income growth rebounds and higher education rates increase | Unfolding demographic and food trends are likely to continue to shift consumption toward more fresh and less processed fruits and vegetables, as well as toward higher convenience and differentiated products, including with specific food traits, as consumers become more involved with their food choices and experiences. F&V consumption growth will be more robust if income growth rebounds and higher education rates increase. It is imperative to encourage higher F&V consumption as part of a healthy lifestyle among all age groups, but especially among younger consumers. Good habits reinforced early in life are likely to carry forward as people age. | 363 | relationship | 0.970 | F&V consumption growth will be more robust if income growth rebounds and higher education rates increase. | 4 | page=4,block=24 | 0.700 | valid |
| What has increased demand for locally grown produce and regional food systems? | growing consumer interest in where and how food is produced | Key consumer trends that affect food consumption include: the demand for foods of high and predictable quality that offer convenience and variety; growing demand for “freshness” and foods with higher flavor profiles and a willingness to experiment both in restaurants and in the home; the changing ethnic composition of the population, which has expanded demand for Asian and Hispanic commodities; the growth in public knowledge about how diet and health are linked and the importance of maintaining physical fitness throughout life; the simultaneous trend toward higher rates of obesity; an exploding research base on the specific phytonutrients/antioxidants associated with individual fruits and vegetables and their potential protective health benefits; a higher public sector profile and policy engagement on U.S. health issues to the benefit of fruits and vegetables, such as through greater availability in schools and new nutritional guidelines (MyPlate); and growing consumer interest in where and how food is produced, which has increased demand for locally grown produce, regional food systems, and organic foods. | 967 | relationship | 0.970 | health issues to the benefit of fruits and vegetables, such as through greater availability in schools and new nutritional guidelines (MyPlate); and growing consumer interest in where and how food is produced, which has increased demand for locally grown produce, regional food systems, and organic foods. | ||||
| What is the relationship between fresh produce consumption and income or education? | Fresh Produce Consumption Positively Correlated with Income and Education | quality home meal replacement products, retailers are no longer losing ground to foodservice channels in the competition for food dollars. According to the Food Institute’s 2011 Demographics of Consumer Food Spending report, in 2009 there were 120,847,000 households in the United States with an average of $6,372 spent annually on food. Food expenditures, including fresh produce, vary greatly by demographic group. Fresh Produce Consumption Positively Correlated with Income and Education Analyzing fresh produce expenditures by demographic group reveals some striking patterns. households whose members have not attended college spent on average $369 for fresh produce compared with $521 for households with members with bachelor’s degrees, and $651 for those with postgraduate degrees. | 417 | relationship | 0.970 | Food expenditures, including fresh produce, vary greatly by demographic group. Fresh Produce Consumption Positively Correlated with Income and Education Analyzing fresh produce expenditures by demographic group reveals some striking patterns. | 3 | page=3,block=19 | ||
| How did declining household size benefit fresh produce consumption during the recession? | Declining Household Size Benefits F&V | A high-value category that continued to grow throughout the recession was organic produce; while less committed consumers purchased fewer organics, a very loyal core segment ensured a robust growth rate, albeit at a lower rate than before the economic slowdown. Declining Household Size Benefits F&V But Age Impact Unclear U.S. household size has been declining for decades; in 2009 the average household size was 2.5 people. The largest group is two-person households at 33 percent followed by single-person households, representing 29 percent of households. In 2009, fresh produce expenditures for single-person households was $227 per year while per capita expenditures for four-person households (14 percent of households) was 60 percent of this level. | 262 | relationship | 0.970 | A high-value category that continued to grow throughout the recession was organic produce; while less committed consumers purchased fewer organics, a very loyal core segment ensured a robust growth rate, albeit at a lower rate than before the economic slowdown. Declining Household Size Benefits F&V But Age Impact Unclear U.S. | 3 | page=3,block=19 | ||
| What conditions could make fruit and vegetable consumption growth more robust? | if income growth rebounds and higher education rates increase | Unfolding demographic and food trends are likely to continue to shift consumption toward more fresh and less processed fruits and vegetables, as well as toward higher convenience and differentiated products, including with specific food traits, as consumers become more involved with their food choices and experiences. F&V consumption growth will be more robust if income growth rebounds and higher education rates increase. It is imperative to encourage higher F&V consumption as part of a healthy lifestyle among all age groups, but especially among younger consumers. Good habits reinforced early in life are likely to carry forward as people age. | 363 | relationship | 0.970 | F&V consumption growth will be more robust if income growth rebounds and higher education rates increase. | 4 | page=4,block=24 | 0.700 | valid |
| How did the focus on health and wellness affect fresh and processed fruit and vegetable consumption? | benefited fresh consumption proportionally more than processed | According to ERS, annual per capita disappearance/consumption of fruits and vegetables (F&V), in both fresh and processed form, increased 8.4 percent from 1976 to 2009, reaching 675 lbs (see Table 1). This moderate rate of change at the aggregate level masks dramatic rate changes at the disaggregate level. There were marked differences in consumption rates between commodities and across categories (e.g., citrus vs. noncitrus fruit) as well as by product form (e.g., fresh vs. processed potatoes). Greater focus on health and wellness and mounting evidence of the potential health benefits of F&V benefited fresh consumption proportionally more than processed. In 2009, 46 percent of total F&V consumption was in fresh form, up from 40 percent in 1976. Processed vs. fresh commodities Some commodities were clear winners, such as the entire berry category, while others were losers. | 600 | relationship | 0.970 | Greater focus on health and wellness and mounting evidence of the potential health benefits of F&V benefited fresh consumption proportionally more than processed. | 1 | page=1,block=25 | ||
| What has contributed to the stabilization of food dollars spent away from home since 2008? | Aided by the economic downturn and the launching of many convenient and high | Food Consumption Trends According to ERS figures, in 2010 U.S. consumers spent 9.4 percent of their disposable personal income on food (in both at home and away from home channels), the lowest share in the world. The United States has always had the highest share of food dollars spent away from home. after decades of away from home food spending growing more rapidly than spending in retail channels, since 2008 the share of food dollars spent away from home has stabilized at 47.9 percent. Aided by the economic downturn and the launching of many convenient and high | 493 | relationship | 0.970 | after decades of away from home food spending growing more rapidly than spending in retail channels, since 2008 the share of food dollars spent away from home has stabilized at 47.9 percent. Aided by the economic downturn and the launching of many convenient and high | 2 | page=2,block=18 | 0.700 | valid |
Read straight from the file — download or use the API URL for the full dataset.
| 1 |
| page=1,block=19 |
| 0.700 |
| valid |
| 1 |
| page=1,block=19 |
| 0.700 |
| valid |
| 0.700 |
| valid |
| 0.700 |
| valid |
| 0.700 |
| valid |