Question
Box plots show the center and spread of a distribution using a ____________
- Five–number summary
- Six-number summary
- One –number summary
- None of the above
The correct answer is: Five–number summary
Box plots show the center and spread of a distribution using a Five–number summary. The five-number summary is the minimum, first quartile, median, third quartile, and maximum.
Related Questions to study
Histograms show the distribution of values within a data set in ________________
Histograms show the distribution of values within a data set in ________________
Dot plot shows the count of values ________________
Dot plot shows the count of values ________________
________________ is often used to represent data over ranges of numbers.
________________ is often used to represent data over ranges of numbers.
What are the following intervals called?
0-4 ,5-9, 10-14 and so on.
What are the following intervals called?
0-4 ,5-9, 10-14 and so on.
The information collected from a source, which had already been recorded, say from registers, is called ________________
The information collected from a source, which had already been recorded, say from registers, is called ________________
The data obtained directly from the source is called _________.
The data obtained directly from the source is called _________.
These facts or figures which are numerical or otherwise collected with a definite purpose are called ________.
These facts or figures which are numerical or otherwise collected with a definite purpose are called ________.
As the age of the car increases, its value decreases. Which scatterplot represents this relationship?
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)
As the age of the car increases, its value decreases. Which scatterplot represents this relationship?
![](data:image/png;base64,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)
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)
Correct option is (d).
Reason ; In the given graph , on moving owards x axis from 1 to 4 there is change of there is change of 1.5 unit on y axis but on further movement from point 4 to 8 there is small change of .5 units on y axis .it shows that there is very small and non constant change on y axis hence the graph shows non linear realtionship
The below image is
![](data:image/png;base64,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)
Correct option is (d).
Reason ; In the given graph , on moving owards x axis from 1 to 4 there is change of there is change of 1.5 unit on y axis but on further movement from point 4 to 8 there is small change of .5 units on y axis .it shows that there is very small and non constant change on y axis hence the graph shows non linear realtionship
Determine the type of correlation (association)
The outside temperature and the amount of layers you wear.
Determine the type of correlation (association)
The outside temperature and the amount of layers you wear.
Which of the following lines represents the line of best fit for the scatter plot?
![](data:image/png;base64,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)
Which of the following lines represents the line of best fit for the scatter plot?
![](data:image/png;base64,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)
If a scatterplot has no correlation then...
If a scatterplot has no correlation then...
Mrs. Collins made a scatterplot to show the relationship between the number of absences and a student’s final exam score. Based on this scatterplot, a student with 6 absences should get approximately ___________ score on the final exam?
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)
A trendline is a line drawn over pivot highs or under pivot lows to show the prevailing direction of price. Trendlines are a visual representation of support and resistance in any time frame. They show direction and speed of price, and also describe patterns during periods of price contraction.
Mrs. Collins made a scatterplot to show the relationship between the number of absences and a student’s final exam score. Based on this scatterplot, a student with 6 absences should get approximately ___________ score on the final exam?
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)
A trendline is a line drawn over pivot highs or under pivot lows to show the prevailing direction of price. Trendlines are a visual representation of support and resistance in any time frame. They show direction and speed of price, and also describe patterns during periods of price contraction.
Type of relationship between two entities in which change in one entity does not correspond with constant change in the other entity. .
The correct option is (a).
Reason: Whenever change in one entity does not bring uniform change in other quantity ,the relationship is called Non Linear Relationship .
.
Type of relationship between two entities in which change in one entity does not correspond with constant change in the other entity. .
The correct option is (a).
Reason: Whenever change in one entity does not bring uniform change in other quantity ,the relationship is called Non Linear Relationship .
.