Inferential Statistics to Analyze Data

data analysis

Q1	Q2	Q3	Q4	Q5	Q6															Sarah Levin
0	0	1	1	6	2
1	1	1	0	7	4				Q5			Q6
0	1	1	1	7	5
0	1	1	1	8	2				Mean	4.7142857143		Mean	3.369047619
0	1	1	0	7	6				Standard Error	0.2071384058		Standard Error	0.1884348083
0	1	1	1	8	4				Median	5		Median	4
0	0	0	1	4	2				Mode	3		Mode	4
0	0	1	0	6	4				Standard Deviation	1.8984548478		Standard Deviation	1.7270335449
0	1	0	0	6	1				Sample Variance	3.604130809		Sample Variance	2.9826448652
1	1	0	0	4	3				Kurtosis	-0.3187497928		Kurtosis	-0.2278284355
1	0	1	0	6	5				Skewness	0.1738266765		Skewness	0.0687509261
0	1	0	1	3	4				Range	9		Range	8
0	0	0	0	2	2				Minimum	1		Minimum	0
0	0	1	0	5	5				Maximum	10		Maximum	8
1	1	1	1	7	4				Sum	396		Sum	283
1	0	1	1	4	4				Count	84		Count	84
1	0	0	1	5	3				Smallest(1)	1		Largest(1)	8
0	0	1	0	3	6				Confidence Level(95.0%)	0.4119899581		Smallest(1)	0
0	0	0	1	5	4							Confidence Level(95.0%)	0.3747892548
0	1	0	1	5	4
0	1	0	1	5	4
0	0	1	0	1	2
1	0	0	0	4	4
1	0	1	1	5	4
0	0	0	1	3	3
1	0	0	0	5	3
1	0	1	1	3	4
0	1	0	1	3	3
1	1	0	0	4	5
0	0	0	1	3	4
0	0	0	0	3	4
1	1	0	1	10	4
0	0	1	1	5	6
0	0	1	1	4	5
0	1	0	1	7	4
1	1	0	0	2	1
1	1	1	0	4	5
1	0	1	1	4	4
1	0	0	1	3	3
0	1	0	1	5	6
0	1	1	0	5	4
1	1	1	0	7	3
0	0	1	0	3	1
1	0	1	0	2	2
0	0	1	1	6	4
0	0	0	0	5	1
0	0	0	1	6	6
1	0	0	1	3	5
0	1	0	1	5	5			competence 4
0	1	1	0	7	4
0	1	1	0	7	2			Q5 Histogram (left):
0	1	0	0	6	7
0	0	1	0	4	3			The distribution shows the frequency of different values observed in Q5.
1	0	0	1	1	2			It appears to have a higher concentration around specific values, indicating potential clusters or trends.
1	0	0	1	4	1			Q6 Histogram (right):
1	1	0	1	6	0
1	0	1	1	4	2			The distribution of Q6 values is more spread out, with different peaks.
1	0	1	1	3	1			It may indicate variability in the responses or measurements for Q6.
0	0	0	1	1	4
1	1	0	0	4	4
0	0	0	0	1	5
1	0	0	1	6	5			Question	Sample Size	Yes Proportion	No Proportion
0	0	1	0	2	4			Q1	84	0.4523809524	0.5476190476
1	1	1	1	8	3			Q2	84	0.4404761905	0.5595238095
1	1	0	1	8	1			Q3	84	0.4642857143	0.5357142857
1	0	0	1	6	8			Q4	84	0.5476190476	0.4523809524
1	1	0	0	5	0
0	1	0	0	6	3
0	1	1	1	6	4				Q1 chart							Q2 chart
1	1	0	1	7	2				YES	45%						YES	44%
0	1	1	1	6	3				NO	55%						NO	56%
1	1	0	1	4	2
0	0	0	0	4	2
0	1	1	0	3	4
1	0	1	0	3	7
1	0	0	0	3	2
1	0	0	0	5	4
0	0	0	1	3	1
1	1	0	0	8	0
1	0	1	0	3	5
1	0	1	1	3	2
0	0	1	1	4	0
0	1	1	0	7	1
0	0	0	1	5	2
									Q3 chart							Q4 chart
									YES	46%						YES	55%
									NO	54%						NO	45%

Q1 Chart

Q1 chart YES NO 0.45 0.55000000000000004

Q2 Chart

Q2 chart YES NO 0.44 0.56000000000000005

Q3 Chart

Q3 chart YES NO 0.46 0.54

Q4 Chart

Q4 chart YES NO 0.55000000000000004 0.45