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Describing & Comparing Data. Unit 7 - Statistics. Describing Data. Shape Symmetric or Skewed or Bimodal Center Mean (average) or Median Spread Range or Interquartile Range. Shape. Symmetric. Skewed. Data is pulled in one direction Likely to have an outlier - PowerPoint PPT Presentation
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Describing & Comparing DataUnit 7 - Statistics
Describing Data
ShapeSymmetric or Skewed or Bimodal
CenterMean (average) or Median
SpreadRange or Interquartile Range
Shape
Symmetric “Normal”
distributions
Data is spread evenly on both sides of the center
Median=Mean
Skewed Data is pulled in
one direction
Likely to have an outlier
The side that has the outlier (or the tail of the graph) is the side it is skewed
Bimodal Has two distinct peaks (two modes)
Symmetric, Skewed or Bimodal?
Co
un
t
2
4
6
8
10
12
14
Ages22 24 26 28 30 32 34
Collection 1 Histogram
Test_Grades
40 50 60 70 80 90 100
Collection 1 Box Plot
SKEWED LEFTSKEWED RIGHT
APPROXIMATELY SYMMETRIC
APPROXIMATELY SYMMETRIC
SKEWED LEFT
1
2
3
4
5
6
7
example
1 2 3 4 5 6 7 8 9
Collection 1 Histogram
BIMODAL
Center
Median is less variable, better measure of center(doesn’t move as much when new data is added)
If data is skewed, use median
If data is symmetric, mean or median(mean = median in normal distributions)
Example #1
If your test scores on the first 5 tests in Algebra were 80, 83, 91, 87 and 79 what are your mean and median?
What happens to the mean if you score a 60 on the 6th test?
What happens to the median?
Example #2
Marie and Tony are both in the same World History class. Their homework grades are given, compare the mean and median of each.
Marie – 8, 9, 9, 9, 10
Tony – 3, 9, 9, 9, 10
Spread
Range shows the overall spread of the data (max – min). Is it affected by outliers?
Interquartile Range is the spread of the middle 50% of the data. Is it affected by outliers?
Which is less variable?
Test_Grades
40 50 60 70 80 90 100
Collection 1 Box Plot
Describing the distribution
Give the center, shape and spread of the data.
Example #3
Following are the SAT math scores for an AP Statistics class of 10 students: 664, 658, 610, 670, 640, 643, 675, 650, 676 and 575. Describe the distribution.
Comparing Data
Example #4
Josh and Richard each earn tips at their part-time job. This table shows their earnings from tips for five days. Compare their distributions.
Day Josh’s Tips Richard’s Tips
Mon $40 $40
Tue $20 $45
Wed $36 $53
Thur $28 $41
Fri $31 $28
Example #5
These are quiz scores for a 1st and 2nd period Algebra class.
a) Compare their distributions.
b) T or F
Almost 75% of 1st period did better than 50% of 2nd
c) T or F
All but one person in 1st did better than 25% of 2nd
First_Period
20 30 40 50 60 70 80 90 100
Collection 1 Box Plot
Second_Period
20 30 40 50 60 70 80 90 100
Collection 1 Box Plot
Example #5
d) T or F
The median for 1st is greater than Q3 for 2nd.
e) T or F
Q1 for 2nd is lower than the minimum for 1st.
f) T or F
The maximum in both periods appears to be the same.
First_Period
20 30 40 50 60 70 80 90 100
Collection 1 Box Plot
Second_Period
20 30 40 50 60 70 80 90 100
Collection 1 Box Plot