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.
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Directions: Each item in this section consists of a sentence with an underlined word followed by four words (a), (b), (c), and (d). Select the option that is opposite in meaning to the underlined word and mark your response in your Answer Sheet accordingly.
The major source of vitamins and minerals for vegetarians is
Which of the following statements about the Deccan Riots Commission is/are correct?
1. The Commission did not hold enquiries in the districts which were not affected.
2. The Commission did record the statements of ryots, sahukars and eye-witnesses.
Select the correct answer using the code given below: