Meena wants to show diagrammatically how two sets of data, namely, population size and number of services are related to each other. Which one of the following will be the most suitable for the presentation?
Understanding how different types of graphs are used is crucial for presenting data effectively. The question asks for the most suitable diagrammatic presentation to show the relationship between two sets of data: population size and number of services.
We need a type of graph that can display individual data points for two related variables and show if there is a pattern or correlation between them. Let's look at the given options:
Let's examine each option to determine its suitability for showing the relationship between population size and number of services.
To clearly see which chart is best for showing the relationship between population size and number of services, let's summarize their primary uses:
| Chart Type | Primary Use | Suitable for Showing Relationship Between Two Variables? |
|---|---|---|
| Pie chart | Showing parts of a whole | No |
| Scatter graph | Showing relationship/correlation between two quantitative variables | Yes |
| Bar chart | Comparing categories or showing change over time for one variable | Poorly suited for showing relationship between two variables across data points |
| Triangular graph | Plotting three variables summing to a constant | No |
Based on this comparison, the scatter graph is the most appropriate visualization technique to show how population size and number of services are related.
To show the relationship between population size and number of services diagrammatically, a scatter graph is the most suitable choice. Each point on the graph would represent a specific area or location, with its x-coordinate showing the population size and its y-coordinate showing the number of services available in that area. This allows for easy visual identification of trends, such as whether the number of services tends to increase as population size increases.
Therefore, for Meena's purpose of showing the relationship between population size and number of services, the scatter graph is the best option.
| Graph Type | Purpose | Example Use Case |
|---|---|---|
| Pie Chart | To show proportions of a whole | Market share of different companies |
| Scatter Graph | To show the relationship/correlation between two variables | Relationship between study hours and exam scores |
| Bar Chart | To compare values across categories or show changes over time | Sales figures for different products, population change over decades |
| Triangular Graph | To show proportions of three components that sum to 100% | Composition of different rock types |
Scatter graphs are particularly useful for identifying if there is a correlation between two variables. Correlation describes the extent to which two variables change together. On a scatter graph:
Analyzing the scatter graph of population size and number of services would help determine if there's a positive correlation (more population, more services), negative correlation (more population, fewer services - less likely in this context), or no significant linear relationship.
Which one of the following indicators is included in the National Multidimensional Poverty Index (MPI)?
Which one of the following States/UTs is not among the top five in the Performance Grading Index (PGI), published by the Ministry of Education for the year 2020-2021?
‘Plum Pudding Model’ for an atom was proposed by
Consider the electromagnetic radiations having wavelengths 200 nm, 500 nm and 1000 nm. Which wavelength (s) of the following can make visual sensation to a human eye?
Which one of the following about sugar industry of Peninsular India is not correct?
Tsunami waves are the undersea occurrence of earthquake exceeding 7.5 on Richter scale. Which one of the following statements regarding this is not correct?
What was/were the formative influence(s) on the philosophy of Mahatma Gandhi?
1. Gandhiji was influenced by the 18th century Pranami sect that advocated the unity of faiths.
2. Gandhiji was influenced by the theosophists.
3. Gandhiji was an admirer of the writings of Romantics like Wordsworth.
Select the correct answer using the code given below.To be eligible to contest the election under the Haryana Panchayati Raj (Amendment) Act, 2015, a candidate should:
1. Have a functional toilet at home
2. Have payment slips of power bills
3. Not be a cooperative loan defaulter
4. Have studied minimum matriculation irrespective of category
Select the correct answer using the code given below:Which of the following statements about the Trans-Pacific Partnership (TPP) is/are correct?
1. The TPP was signed by 12 Pacific Rim nations in the year 2015.
2. The TPP is likely to be a game-changer in global trade as member countries account for about 40 percent of global GDP.
3. India is a founder member of TPP.
Select the correct answer using the code given below.TRIPS Agreement pertains to:
The ration of the number of girls and boys in a school is 8 : 7. If the percentage increase in the number of girls and boys is 10% and 20% respectively, what will be the new ratio?
The cheapest means of transport is:
The property of Catenation is most readily predominant in:
Which newspaper edited by Bal Gangadhar Tilak, was one of the strongest critics of the British rule?
Which of the following is NOT a cause of food and water contamination?