# UNLV Chart Summary Question

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2. Relationship between GPA scores and LSAT scores
Introduction
In this example, we will determine if there is a relationship between GPA scores and LSAT
scores. There were 82 samples colleges from undergraduate law students in the class of 2000.
This is important because it matters to students who are interested in Law school.
Findings
The average GPA, or mean, based on the 82 undergraduate students was a 3.13. The LSAT mean
score was 597.58. The standard deviation was about 0.18 for the GPA and 38.48 for the LSAT.
The lowest GPA of all of them was 2.58 while the highest was 3.5. The lowest LSAT score was
477 while the highest was 704.
The correlation coefficient between GPA and LSAT scores is 0.7599. This number shows that
there is a strong and positive relationship between GPA and LSAT scores. That being said,
usually a higher GPA will lead a person to have higher LSAT scores.
The scatter plot continues to show that there is a strong and positive relationship between GPA
and LSAT scores. This backs up our findings based on the correlation coefficient.
Conclusion
In conclusion, from our findings we have found that there is a strong relationship between GPA
and LSAT scores. We can infer that students who have a higher GPA, score higher on the LSAT.
And vice versa. It is vital that students who are looking into Law school have a 3.0 GPA to get a
good score on the LSAT. That being said, grades matter.
I. Relationship between GPA Scores and LSAT Scores
Introduction
In this section, we will be reviewing data from the Law School Admission Test. This data consists
of two variables: GPA and LSAT Scores. The information was taken from students trying to get
into law school in 2000. There is data from eighty-two students total. Conducting this kind of
study can allow there to be reference of how a student may do on their LSAT by referencing the
current GPA they hold.
Summary Statistics of GPA Scores and LSAT Scores
GPA
Mean
LSAT
3.13
597.585
0.189497
38.487
Minimum
2.57
477
Maximum
3.5
704
Standard Deviation
The mean of the GPA among students is 3.13. The mean of the LSAT is 597.585. The standard
deviation of GPA is 0.189497 and the standard deviation for the LSAT is 38.487. The minimum
GPA is 2.57 and the minimum LSAT is 477. The maximum GPA is 3.5 and the maximum LSAT is
704. This data shows that the higher a student’s GPA is, the better they will perform on the
LSAT.
Correlation Coefficient of GPA Scores and LSAT Scores
GPA
LSAT
GPA
1
LSAT
0.759892
1
The correlation coefficient is 0.759892. This means that the relationship between the GPA and
the LSAT scores of the students is strong.
Relationship between GPA Scores and LSAT Scores
LSAT
800
700
600
LSAT Scores
500
400
300
200
100
0
0
0.5
1
1.5
2
2.5
3
3.5
4
GPA Scores
The scatter plot represents the strong and positive relationship between the two variables GPA
and LSAT. This is consistent with the correlation coefficient explained above because the scatter
plot is positive.
Conclusion
It can be concluded that GPA scores do have an effect of how students perform on their Law
School Admission Test. It can be seen in the results that students with at least a 3.0 GPA or
above perform better on their LSAT than students who do not.
Students who are interested in studying law should work hard in their academics now as it will
reflect their work in the future. Having a good GPA now will help with success in future
Zhou / Zhang / Ye 1
I.
Relationship between GPA scores and LSAT scores
Introduction
In this assignment, we will analyze the relationship between GPA and LSAT scores in
order to give some advice to interested undergraduate law students. To be more convincing,
we used a sample of 82 undergraduates who were enrolled in the class of 2000 in the us
law school to support my view. This type of analysis is extremely useful for undergraduate
students, as it can give them solid advice and help them make choices they won’t regret.
Analysis
Mean
Standard Deviation
Max
Min
Summary Statistics
GPA
3.3149
0.1895
3.5
2.57
LSAT
597.5854
38.4871
704
477
Based on the data, the average GPA based on 82 undergraduates was 3.13 while the
average LSAT score was 597.58. The standard deviation was about 0.18 for the GPA and
38.48 for the LSAT. Of those, the lowest GPA score was 2.57 while the highest was 3.5 and
the lowest LSAT score was 477 while the highest was 704.
GPA
LSAT
Correlation Coefficient
GPA
1
0.759891795
LSAT
1
The correlation coefficient between GPA and LSAT scores is a positive relationship. As
we expected, a higher GPA can lead to higher LSAT scores.
Scatter Plot
Zhou / Zhang / Ye 2
LSAT And GPA
800
700
600
LSAT
500
400
300
200
100
0
0
0.5
1
1.5
2
2.5
3
3.5
4
GPA
The scatter plot shows a positive relationship between GPA and LSAT scores. The scatter
plot again proves the conclusion derived from the correlation coefficient.
Conclusion
After data analysis, we can conclude that GPA is closely related to LSAT scores. The
higher GPA, the higher LSAT score. The suggestion from this conclusion for undergraduate
students interested in studying law is that if students want to do well on the LSAT, they at
least have a 3.0 GPA.
I.
Relationship between GPA scores and LSAT scores
Introduction
We will examine the relationship between GPA scores and Law School Admission Test (LSAT)
scores. Eighty-two samples were collected from undergraduate law students in the class of
2000.
Findings
SUMMARY STATISTICS
GPA
LSAT
Mean
3.134878049 597.5853659
Standard Deviation 0.189497346 38.48711544
Minimum
2.57
477
Maximum
3.5
704
Table 4- summary statistics of GPA and LSAT scores
The average GPA (mean) based on 82 undergraduates was 3.13 while the average LSAT score
was 597.58. The standard deviation was 0.18 in GPA and 38.48 in LSAT scores. The lowest GPA
score was 2.57 while the highest was 3.5. The lowest LSAT score was 477 while the highest was
704.
CORRELATION COEFFICIENT
Correlation Coefficient
GPA
LSAT
GPA
1
LSAT
0.759891795
1
Table 5- correlation coefficient between GPA and LSAT scores
The correlation coefficient between GPA and LSAT scores is 0.759. This indicates a strong and
positive relationship. Generally, a higher GPA will lead to higher LSAT scores.
SCATTER PLOT
Table 6- scatter plot of GPA and LSAT scores
The scatter plot shows a strong, positive relationship between LSAT scores and GPA. It is
consistent with our findings based on the correlation coefficient.
Conclusion
There is a strong connection between GPA and LSAT scores. Students who have a high GPA tend
to score higher on the LSAT. Similarly, students who have lower GPAs do not score as high on
the LSAT. Therefore, students who are interested in studying law should at least maintain a 3.0
GPA in school to score relatively well on the LSAT.
2.
Relationship between GPA scores and LSAT scores
Introductions
Here we are looking at the correlation of GPA to lsat score, and if GPA effects lsat scores. This
study is important to look at because we want to see if GPA actually affect LSAT scores, or if
GPA has no effect on result of lsat score. We can take this data and apply to things like college
admissions, and how a students GPA from high school may affect their college admission results
or whether or not they can be in honors programs.
summary statistics
gpa
lsat
mean
3.134878049
597.5853659
standard deviation
0.189497346
38.48711544
minimum
2.57
477
maximum
3.5
704
The mean gpa is 3.13, which resulted in a mean score of 597.58. The standard deviation is 0.18,
which resulted in an lsat score of 38.48. The lowest gpa of all of them was 2.57 and they had a
lsat score of 477. The highest gpa was 3.5 and that person scored a 704 on their lsat.
correlation coefficient
gpa
lsat
gpa
1
lsat
0.759891795
The correlation coefficient between GPA and LSAT is .76 and the CC is a positive strong
correlation since the higher gpa you have, the higher lsat score.
1
The scatter plot shows a strong correlation of gpa and lsat scores, the higher the gpa, the higher
the person would score on their lsat.
Conclusion
Overall, from all the data that was given and that was plotted, we saw a strong correlation of high
gpa to high lsat score. The CC was .79 and was a strong positive that was close to +1. This data
is a perfect example of how having better grades in school results in better gpa, which can then
result in better test scores for future uses. If anyone wants to know how well they will perform
on LSAT or on any test, then they can look at their GPA and somewhat see how they will
perform. Due to the strong positive correlation, it makes this data pretty credible and relevant for
future use, schools, and teachers can see this and adjust how they teach their students.
Introductions
Chart 1
summary statistics
GPA
LSAT
mean
3.134878049
597.5853659
standard deviation
0.189497346
38.48711544
minimum
2.57
477
maximum
3.5
704
Chart 2
GPA
GPA
LSAT
LSAT
1
0.75989179
1
Chart 3
Chart Title
800
700
600
500
400
300
200
100
0
0
0.5
1
1.5
2
2.5
3
3.5
4
Conclusion

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