Q.Choose the correct option to fill the blank : By 2050, the world population is estimated to live in urban areas is _____. (A) One fourth (B) Half (C) Two third (D) Three fourth
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🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Population Data Recall
Population Data Recall – From Intuition to Precision
Imagine you are a census officer. You have a massive list of every person in a city — their age, income, education. That complete list is your population data. Now, a researcher asks you: "What fraction of people in this city have a college degree?"
You could answer instantly: just count from your complete list. That is recall in the most literal sense — you already have all the data, so you simply retrieve the exact answer.
But in statistics and machine learning, "recall" means something more specific. It is not about having the data; it is about how well a method finds the relevant items from a larger set.
The Intuition: Did we catch everything we should have?
Think of a medical test for a disease. Among 100 sick people, the test correctly identifies 90 of them as sick. The test recalled 90 out of 100 sick people — it "remembered" to flag them. The 10 it missed are dangerous failures.
That is the core idea: Recall measures the fraction of actual positives that your method correctly identifies. It answers: "Of all the things that should have been found, how many did we actually find?"
The Precise Statement
Let:
- True Positives (TP) = items correctly identified as positive (e.g., sick people correctly diagnosed)
- False Negatives (FN) = items that are positive but were missed (e.g., sick people told they are healthy)
Then:
Recall=TP+FNTP
The denominator TP+FN is simply the total number of actual positives in the population. So recall is a proportion between 0 and 1 (or 0% to 100%).
Why "Population Data Recall"?
The phrase Population Data Recall is not a standard term in most textbooks. It likely refers to one of two situations:
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Recall computed on the entire population (not a sample). If you have the full census, your recall is the exact truth for that population — no sampling error.
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A scenario where the "population" is the set of all relevant items (e.g., all sick people, all fraudulent transactions, all relevant documents). Recall tells you what fraction of that population your method successfully retrieved.
In either case, the formula is identical. The word "population" just emphasises that the denominator is the complete set of positives, not an estimate.
A Concrete Example
Suppose a spam filter processes 1000 emails. Among them, 200 are actually spam. The filter correctly flags 180 of those 200 as spam, but lets 20 spam emails through to your inbox.
- TP = 180
- FN = 20
- Total actual spam = 200 …
Concept: Global urbanization trends and demographic projections.
The United Nations projects that urbanization will continue to accelerate through the mid-21st century. Currently, about 56% of the world's population lives in urban areas. This proportion has been rising steadily due to rural-to-urban migration and natural population growth in cities.
By 2050, demographic models estimate that approximately 68% of the global population will reside in urban areas. This figure is closest to two-thirds (which equals 66.7%). …
Urban migration trends project that by 2050 roughly two-thirds of the global population will reside in cities and urban areas, up from about 55% today.
Why urbanization projections matter
The movement of populations from rural to urban areas has been one of the defining demographic shifts of the past century. Understanding these trends helps governments plan infrastructure, housing, healthcare, and environmental policy. The United Nations tracks urbanization rates globally and produces long-term estimates based on current migration patterns, birth rates in urban versus rural areas, and economic development trajectories.
The urbanization trajectory
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Historical baseline: In 1950, only about 30% of the world's population lived in urban areas. Cities were smaller, and most people worked in agriculture or rural industries.
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Current state: As of the early 2020s, approximately 55–56% of the global population lives in urban areas. This represents a dramatic shift driven by industrialization, better urban employment opportunities, and rural-to-urban migration. …
- CBSE 2026Set 64/1/11 markMCQQ.Study the following table carefully and answer Question Nos. 15 to 17. Most populous countries(Based on the table ‘Most populous countries’ in Question No. 15.) China and Brazil together account for what percentage of the world population ? (A) 17.88 (B) 17.58 (C) 19.88 (D) 19.58
Sr. No. Country Population % of world 1 India 1,425,775,850 17.4 2 China 1,409,670,000 17.2 3 United States of America 337,975,234 4.13 4 Indonesia 278,696,200 3.41 5 Pakistan 229,488,994 2.80 6 Nigeria 216,746,934 2.65 7 Brazil 219,277,799 2.68 8 Bangladesh 168,220,000 2.06 9 Mexico 128,271,248 1.57 ›Reveal solutionSolution
China and Brazil together account for 19.88% of the world population.
The table gives us the percentage share of each country in the world population. For China, that figure is 17.2%, and for Brazil, it is 2.68%. To find the combined share of these two countries, we simply add their individual percentages.
17.2 + 2.68 = 19.88
NoteThe population numbers themselves are not needed for this calculation — the percentages are already provided in the table. Adding them directly gives the answer. …
- CBSE 2026Set 64/3/11 markMCQQ.During which one of the following decades, the population growth in India was negative ? (A) 1911 to 1921 (B) 1931 to 1941 (C) 1951 to 1961 (D) 1971 to 1981
›Reveal solutionSolution
India experienced negative population growth during the decade of 1911 to 1921, primarily due to the devastating influenza pandemic of 1918-1919. The correct option is (A).
Population growth refers to the change in the number of individuals in a population over a specific period. It is typically expressed as a percentage. When the number of deaths and emigration exceeds the number of births and immigration, a population experiences negative growth, meaning its total size decreases. Historically, major epidemics, famines, or wars have been the primary drivers of such declines.
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Understanding Population Growth Trends in India:
India's population has generally shown a continuous upward trend throughout its recorded history. However, there is one notable exception where the population actually declined. This period is often referred to as the "Great Divide" in India's demographic history.
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Identifying the Decade of Negative Growth:
Among the options provided, the decade from 1911 to 1921 stands out. During this ten-year period, India's population registered a decrease.
ImportantThe decade 1911-1921 is unique in India's demographic history for recording a negative population growth rate.
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Reasons for Negative Growth (1911-1921): …
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- CBSE 2026Set 64/3/11 markMCQQ.Which of the following set of states have the lowest percentage of urban population ? (A) Madhya Pradesh and Kerala (B) Punjab and Gujarat (C) Goa and Maharashtra (D) Bihar and Himachal Pradesh
›Reveal solutionSolution
Bihar and Himachal Pradesh record the lowest percentages of urban population among Indian states, reflecting their predominantly rural economies and settlement patterns.
India's urbanisation story is deeply uneven. While some states have transformed into industrial and service hubs with sprawling cities, others remain anchored to agriculture and village life. Understanding which states fall at the lower end of the urbanisation spectrum tells us as much about economic structure as it does about geography and history.
Bihar stands out as one of India's least urbanised states. Despite being densely populated, the overwhelming majority of its people live in villages. The state's economy remains heavily agrarian, with limited industrial growth and few large urban centres beyond Patna. Historical underinvestment in infrastructure and industry has meant that rural-to-urban migration within the state has been modest; instead, many Biharis migrate out to cities in other states for work.
Himachal Pradesh presents a different picture but arrives at a similar outcome. This hill state's terrain makes large-scale urbanisation difficult. Settlements are scattered across valleys and slopes, and the economy leans on agriculture, horticulture, and tourism rather than manufacturing or services that typically concentrate populations in cities. Shimla and a few other towns exist, but they house only a small fraction of the state's people. …
- CBSE 2025Set 64/1/11 markMCQQ.Choose the correct option to fill the blank : By 2050, the world population is estimated to live in urban areas is _____. (A) One fourth (B) Half (C) Two third (D) Three fourth
›Reveal solutionSolution
Urban migration trends project that by 2050 roughly two-thirds of the global population will reside in cities and urban areas, up from about 55% today.
Why urbanization projections matter
The movement of populations from rural to urban areas has been one of the defining demographic shifts of the past century. Understanding these trends helps governments plan infrastructure, housing, healthcare, and environmental policy. The United Nations tracks urbanization rates globally and produces long-term estimates based on current migration patterns, birth rates in urban versus rural areas, and economic development trajectories.
The urbanization trajectory
-
Historical baseline: In 1950, only about 30% of the world's population lived in urban areas. Cities were smaller, and most people worked in agriculture or rural industries.
-
Current state: As of the early 2020s, approximately 55–56% of the global population lives in urban areas. This represents a dramatic shift driven by industrialization, better urban employment opportunities, and rural-to-urban migration. …
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- CBSE 2023Set 64/1/11 markMCQQ.Which one of the following states has the highest population growth rate during 2001 to 2011 decade ? (A) Manipur (B) Nagaland (C) Mizoram (D) Sikkim
›Reveal solutionSolution
During the 2001-2011 decade, Manipur recorded the highest population growth rate among the given options, at 24.50%.
Understanding population growth rates is crucial for comprehending demographic shifts and their implications for development planning. A population growth rate indicates how quickly the number of individuals in a population is increasing or decreasing over a specific period, usually a decade in the context of Indian censuses. This metric helps policymakers allocate resources, plan infrastructure, and address social needs effectively.
The decade from 2001 to 2011 saw varying population growth trends across India's states and union territories. While some states experienced significant increases, others showed more moderate growth, and a few even registered a decline in population. The states listed in the question—Manipur, Nagaland, Mizoram, and Sikkim—are all located in the northeastern part of India, a region known for its diverse demographic patterns.
Let us examine the population growth rates for each of these states during the 2001-2011 decade:
- Manipur: This state recorded a population growth rate of 24.50%. This indicates a substantial increase in its population over the ten-year period.
- Nagaland: Uniquely among Indian states, Nagaland registered a negative population growth rate of -0.58% during this decade. This means its population actually decreased slightly between 2001 and 2011, a rare demographic phenomenon in India.
Note
A negative growth rate signifies a decline in the total population, which can be influenced by factors such as out-migration, lower birth rates, or higher death rates.
- Mizoram: Mizoram experienced a robust growth rate of 23.48%, indicating a significant expansion of its population. …
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