Which of the following types of diagrams is a researcher most likely to use to display interval data? HistogramFrequency tableBar chartPie chart
Question
Which of the following types of diagrams is a researcher most likely to use to display interval data? HistogramFrequency tableBar chartPie chart
Solution
A researcher is most likely to use a Histogram to display interval data. Here's why:
-
Interval data is numerical data that has a consistent order and a consistent, meaningful difference between values. This type of data can be used in calculations.
-
A histogram is a type of graph that represents the frequency of occurrence of specific phenomena which lie within a specific range of values and arranged in consecutive, fixed intervals.
-
In a histogram, the data is divided into a set of intervals (or bins), and the number of occurrences in the data that fall into each interval are counted (frequency). The intervals are represented along the x-axis and the count of values within that interval are represented by the height of a bar along the y-axis.
-
Therefore, a histogram is a suitable choice for displaying interval data as it can clearly show the distribution of the data, the range of the data, and any patterns within the data.
-
Frequency tables, bar charts, and pie charts can also be used to represent data, but they are not as effective as histograms for interval data. Frequency tables are better for nominal or ordinal data, bar charts are best for comparing different categories of data, and pie charts are good for showing proportions of a whole.
Similar Questions
48.What type of chart is best used to show the distribution of data? A. Heatmap B. Bar chart C. Histogram D. Pie chart
Although histograms and bar charts use a column-based display, they serve different purposes. A bar graph is used to compare discrete or categorical variables in a graphical format whereas a histogram depicts the frequency distribution of variables in a dataset.
Bar Charts are used for : Continuous data Categorical data both a. and b. None of these
49.What type of chart is best used to show the comparison of multiple data sets? A. Pie chart B. Histogram C. Bubble chart D. Bar chart
Data from which of the following scenarios is best suited for visualization using a bar chart?
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.