Overview
Reproducibility

Table Overview

Columns	8
Rows	344
`NA`s	19 (0.69%)
Duplicate Rows	0

Column Types

factor	3
integer	3
numeric	2

Reproducibility Information

Scan Build Time	`2023-07-27 22:15:27`
pointblank Version	`0.11.4`
R Version	R version 4.2.3 (2023–03–15) Shortstop Beagle
Operating System	`aarch64-apple-darwin20`

species
factor

Distinct	3
`NA`s	0
`Inf`/`-Inf`	0

island
factor

Distinct	3
`NA`s	0
`Inf`/`-Inf`	0

bill_length_mm
numeric

Distinct	165
`NA`s	2
`Inf`/`-Inf`	0

Mean	43.92
Minimum	32.1
Maximum	59.6

Quantile Statistics

Minimum	32.10
5th Percentile	35.70
Q1	39.23
Median	44.45
Q3	48.50
95th Percentile	51.99
Maximum	59.60
Range	27.50
IQR	9.27

Descriptive Statistics

Mean	43.92
Variance	29.81
Standard Deviation	5.46
Coefficient of Variation	0.12

Value	Count	Frequency
41.1	7	2.0%
45.2	6	1.7%
37.8	5	1.5%
39.6	5	1.5%
45.5	5	1.5%
46.2	5	1.5%
46.5	5	1.5%
50	5	1.5%
50.5	5	1.5%
Other Values (292)	292	84.9%

Maximum Values

Value	Count	Frequency
41.1	7	2.03%
45.2	6	1.74%
37.8	5	1.45%
39.6	5	1.45%
45.5	5	1.45%
46.2	5	1.45%
46.5	5	1.45%
50.0	5	1.45%
50.5	5	1.45%
36.0	4	1.16%

Minimum Values

Value	Count	Frequency
32.1	1	0.29%
33.1	1	0.29%
33.5	1	0.29%
34.0	1	0.29%
34.1	1	0.29%
34.4	1	0.29%
34.5	1	0.29%
35.1	1	0.29%
35.2	1	0.29%
35.3	1	0.29%

bill_depth_mm
numeric

Distinct	81
`NA`s	2
`Inf`/`-Inf`	0

Mean	17.15
Minimum	13.1
Maximum	21.5

Quantile Statistics

Minimum	13.10
5th Percentile	13.90
Q1	15.60
Median	17.30
Q3	18.70
95th Percentile	20.00
Maximum	21.50
Range	8.40
IQR	3.10

Descriptive Statistics

Mean	17.15
Variance	3.90
Standard Deviation	1.97
Coefficient of Variation	0.12

Value	Count	Frequency
17	12	3.5%
15	10	2.9%
17.9	10	2.9%
18.5	10	2.9%
18.6	10	2.9%
17.3	9	2.6%
17.8	9	2.6%
18.1	9	2.6%
18.9	9	2.6%
Other Values (247)	247	71.8%

Maximum Values

Value	Count	Frequency
17.0	12	3.49%
15.0	10	2.91%
17.9	10	2.91%
18.5	10	2.91%
18.6	10	2.91%
17.3	9	2.62%
17.8	9	2.62%
18.1	9	2.62%
18.9	9	2.62%
19.0	9	2.62%

Minimum Values

Value	Count	Frequency
13.1	1	0.29%
13.2	1	0.29%
13.3	1	0.29%
13.4	1	0.29%
13.6	1	0.29%
14.9	1	0.29%
17.4	1	0.29%
20.1	1	0.29%
20.2	1	0.29%
20.5	1	0.29%

flipper_length_mm
integer

Distinct	56
`NA`s	2
`Inf`/`-Inf`	0

Mean	200.92
Minimum	172
Maximum	231

Quantile Statistics

Minimum	172.00
5th Percentile	181.00
Q1	190.00
Median	197.00
Q3	213.00
95th Percentile	225.00
Maximum	231.00
Range	59.00
IQR	23.00

Descriptive Statistics

Mean	200.92
Variance	197.73
Standard Deviation	14.06
Coefficient of Variation	0.07

Value	Count	Frequency
190	22	6.4%
195	17	4.9%
187	16	4.7%
193	15	4.4%
210	14	4.1%
191	13	3.8%
215	12	3.5%
196	10	2.9%
197	10	2.9%
Other Values (206)	206	59.9%

Maximum Values

Value	Count	Frequency
190	22	6.40%
195	17	4.94%
187	16	4.65%
193	15	4.36%
210	14	4.07%
191	13	3.78%
215	12	3.49%
196	10	2.91%
197	10	2.91%
185	9	2.62%

Minimum Values

Value	Count	Frequency
172	1	0.29%
174	1	0.29%
176	1	0.29%
179	1	0.29%
206	1	0.29%
226	1	0.29%
231	1	0.29%
183	2	0.58%
207	2	0.58%
211	2	0.58%

body_mass_g
integer

Distinct	95
`NA`s	2
`Inf`/`-Inf`	0

Mean	4,201.75
Minimum	2,700
Maximum	6,300

Quantile Statistics

Minimum	2,700.00
5th Percentile	3,150.00
Q1	3,550.00
Median	4,050.00
Q3	4,750.00
95th Percentile	5,650.00
Maximum	6,300.00
Range	3,600.00
IQR	1,200.00

Descriptive Statistics

Mean	4,201.75
Variance	643,131.08
Standard Deviation	801.95
Coefficient of Variation	0.19

Value	Count	Frequency
3800	12	3.5%
3700	11	3.2%
3900	10	2.9%
3950	10	2.9%
3550	9	2.6%
3400	8	2.3%
3450	8	2.3%
4300	8	2.3%
4400	8	2.3%
Other Values (253)	253	73.5%

Maximum Values

Value	Count	Frequency
3800	12	3.49%
3700	11	3.20%
3900	10	2.91%
3950	10	2.91%
3550	9	2.62%
3400	8	2.33%
3450	8	2.33%
4300	8	2.33%
4400	8	2.33%
3500	7	2.03%

Minimum Values

Value	Count	Frequency
2700	1	0.29%
2925	1	0.29%
2975	1	0.29%
3075	1	0.29%
3100	1	0.29%
3275	1	0.29%
3575	1	0.29%
3625	1	0.29%
3825	1	0.29%
3850	1	0.29%

sex
factor

Distinct	3
`NA`s	11
`Inf`/`-Inf`	0

year
integer

Distinct	3
`NA`s	0
`Inf`/`-Inf`	0

Mean	2,008.03
Minimum	2,007
Maximum	2,009

Quantile Statistics

Minimum	2,007.00
5th Percentile	2,007.00
Q1	2,007.00
Median	2,008.00
Q3	2,009.00
95th Percentile	2,009.00
Maximum	2,009.00
Range	2.00
IQR	2.00

Descriptive Statistics

Mean	2,008.03
Variance	0.67
Standard Deviation	0.82
Coefficient of Variation	0.00

Value	Count	Frequency
2009	120	34.9%
2008	114	33.1%
2007	110	32.0%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
2009	120	34.88%
2008	114	33.14%
2007	110	31.98%

Minimum Values

Value	Count	Frequency
2007	110	31.98%
2008	114	33.14%
2009	120	34.88%

	species	island	bill_length_mm	bill_depth_mm	flipper_length_mm	body_mass_g	sex	year
1	Adelie	Torgersen	39.1	18.7	181	3750	male	2007
2	Adelie	Torgersen	39.5	17.4	186	3800	female	2007
3	Adelie	Torgersen	40.3	18.0	195	3250	female	2007
4	Adelie	Torgersen	`NA`	`NA`	`NA`	`NA`	`NA`	2007
5	Adelie	Torgersen	36.7	19.3	193	3450	female	2007
6..339
340	Chinstrap	Dream	55.8	19.8	207	4000	male	2009
341	Chinstrap	Dream	43.5	18.1	202	3400	female	2009
342	Chinstrap	Dream	49.6	18.2	193	3775	male	2009
343	Chinstrap	Dream	50.8	19.0	210	4100	male	2009
344	Chinstrap	Dream	50.2	18.7	198	3775	female	2009

Overview of `palmerpenguins::penguins`

Variables

Interactions

Correlations

Missing Values

Sample

Overview of palmerpenguins::penguins

Variables

Interactions

Correlations

Missing Values

Sample

Overview of `palmerpenguins::penguins`