Overview
Reproducibility

Table Overview

Columns	13
Rows	10010
`NA`s	13056 (10%)
Duplicate Rows	0

Column Types

numeric	7
integer	3
character	2
ordered	1

Reproducibility Information

Scan Build Time	`2020-08-26 01:13:22`
pointblank Version	`0.5.0.9000`
R Version	R version 3.6.3 (2020–02–29) Holding the Windsock
Operating System	`x86_64-apple-darwin15.6.0`

name
character

Distinct	198 (2%)
`NA`s	0
`Inf`/`-Inf`	0

Common Values
String Lengths

Value	Count	Frequency
Emily	207	2.1%
Bonnie	185	1.8%
Claudette	180	1.8%
Felix	178	1.8%
Alberto	170	1.7%
Danielle	157	1.6%
Isidore	156	1.6%
Edouard	149	1.5%
Danny	146	1.5%
Other Values (8338)	8338	83.3%

String Lengths

Mean	5.7
Minimum	3.0
Maximum	9.0

Histogram

year
numeric

Distinct	41 (0.4%)
`NA`s	0
`Inf`/`-Inf`	0

Mean	1998.11
Minimum	1975
Maximum	2015

Quantile Statistics

Minimum	1975
5th Percentile	1979
Q1	1990
Median	1999
Q3	2006
95th Percentile	2013
Maximum	2015
Range	40
IQR	16

Descriptive Statistics

Mean	1998.11
Variance	106.88
Standard Deviation	10.34
Coefficient of Variation	0.01

Value	Count	Frequency
1995	660	6.6%
2005	498	5.0%
2012	454	4.5%
2003	422	4.2%
1998	413	4.1%
2004	410	4.1%
2010	402	4.0%
2001	370	3.7%
1989	356	3.6%
Other Values (5671)	5671	56.7%

Maximum Values

Value	Count	Frequency
1995	660	6.59%
2005	498	4.98%
2012	454	4.54%
2003	422	4.22%
1998	413	4.13%
2004	410	4.10%
2010	402	4.02%
2001	370	3.70%
1989	356	3.56%
1990	354	3.54%

Minimum Values

Value	Count	Frequency
1976	52	0.52%
1977	53	0.53%
1978	54	0.54%
1986	70	0.70%
1983	79	0.79%
1987	80	0.80%
1975	86	0.86%
1982	105	1.05%
1993	129	1.29%
1991	131	1.31%

month
numeric

Distinct	10 (0.1%)
`NA`s	0
`Inf`/`-Inf`	0

Mean	8.78
Minimum	1
Maximum	12

Quantile Statistics

Minimum	1
5th Percentile	7
Q1	8
Median	9
Q3	9
95th Percentile	11
Maximum	12
Range	11
IQR	1

Descriptive Statistics

Mean	8.78
Variance	1.54
Standard Deviation	1.24
Coefficient of Variation	0.14

Value	Count	Frequency
9	4120	41.2%
8	2400	24.0%
10	1637	16.4%
7	774	7.7%
11	555	5.5%
6	310	3.1%
12	125	1.2%
5	53	0.5%
1	23	0.2%
Other Values (0)	0	0.0%

Maximum Values

Value	Count	Frequency
9	4120	41.16%
8	2400	23.98%
10	1637	16.35%
7	774	7.73%
11	555	5.54%
6	310	3.10%
12	125	1.25%
5	53	0.53%
1	23	0.23%
4	13	0.13%

Minimum Values

Value	Count	Frequency
4	13	0.13%
1	23	0.23%
5	53	0.53%
12	125	1.25%
6	310	3.10%
11	555	5.54%
7	774	7.73%
10	1637	16.35%
8	2400	23.98%
9	4120	41.16%

day
integer

Distinct	31 (0.3%)
`NA`s	0
`Inf`/`-Inf`	0

Mean	15.86
Minimum	1
Maximum	31

Quantile Statistics

Minimum	1
5th Percentile	2
Q1	8
Median	16
Q3	24
95th Percentile	30
Maximum	31
Range	30
IQR	16

Descriptive Statistics

Mean	15.86
Variance	81.22
Standard Deviation	9.01
Coefficient of Variation	0.57

Value	Count	Frequency
1	374	3.7%
30	359	3.6%
25	358	3.6%
2	355	3.5%
29	353	3.5%
26	344	3.4%
6	342	3.4%
28	341	3.4%
8	333	3.3%
Other Values (6518)	6518	65.1%

Maximum Values

Value	Count	Frequency
1	374	3.74%
30	359	3.59%
25	358	3.58%
2	355	3.55%
29	353	3.53%
26	344	3.44%
6	342	3.42%
28	341	3.41%
8	333	3.33%
16	333	3.33%

Minimum Values

Value	Count	Frequency
31	207	2.07%
13	296	2.96%
19	300	3.00%
12	302	3.02%
14	303	3.03%
20	303	3.03%
4	308	3.08%
21	309	3.09%
10	311	3.11%
17	312	3.12%

hour
numeric

Distinct	24 (0.2%)
`NA`s	0
`Inf`/`-Inf`	0

Mean	9.11
Minimum	0
Maximum	23

Quantile Statistics

Minimum	0
5th Percentile	0
Q1	6
Median	12
Q3	18
95th Percentile	18
Maximum	23
Range	23
IQR	12

Descriptive Statistics

Mean	9.11
Variance	45.24
Standard Deviation	6.73
Coefficient of Variation	0.74

Value	Count	Frequency
12	2462	24.6%
18	2448	24.5%
0	2425	24.2%
6	2412	24.1%
21	28	0.3%
3	23	0.2%
14	18	0.2%
15	17	0.2%
16	15	0.1%
Other Values (148)	148	1.5%

Maximum Values

Value	Count	Frequency
12	2462	24.60%
18	2448	24.46%
0	2425	24.23%
6	2412	24.10%
21	28	0.28%
3	23	0.23%
14	18	0.18%
15	17	0.17%
16	15	0.15%
2	14	0.14%

Minimum Values

Value	Count	Frequency
1	6	0.06%
20	6	0.06%
17	8	0.08%
19	8	0.08%
23	9	0.09%
5	10	0.10%
13	11	0.11%
4	12	0.12%
22	12	0.12%
7	13	0.13%

lat
numeric

Distinct	403 (4%)
`NA`s	0
`Inf`/`-Inf`	0

Mean	24.76
Minimum	7.2
Maximum	51.9

Quantile Statistics

Minimum	7.2
5th Percentile	12.3
Q1	17.5
Median	24.4
Q3	31.3
95th Percentile	39
Maximum	51.9
Range	44.7
IQR	13.8

Descriptive Statistics

Mean	24.76
Variance	72.96
Standard Deviation	8.54
Coefficient of Variation	0.35

Value	Count	Frequency
20	57	0.6%
15	55	0.5%
20.5	55	0.5%
16.3	54	0.5%
17	52	0.5%
31.5	51	0.5%
18	50	0.5%
19.6	50	0.5%
20.4	50	0.5%
Other Values (9486)	9486	94.8%

Maximum Values

Value	Count	Frequency
20.0	57	0.57%
15.0	55	0.55%
20.5	55	0.55%
16.3	54	0.54%
17.0	52	0.52%
31.5	51	0.51%
18.0	50	0.50%
19.6	50	0.50%
20.4	50	0.50%
29.0	50	0.50%

Minimum Values

Value	Count	Frequency
7.2	1	0.01%
7.4	1	0.01%
8.3	1	0.01%
8.6	1	0.01%
8.8	1	0.01%
9.4	1	0.01%
41.4	1	0.01%
43.2	1	0.01%
43.7	1	0.01%
43.9	1	0.01%

long
numeric

Distinct	856 (8.6%)
`NA`s	0
`Inf`/`-Inf`	0

Mean	-64.23
Minimum	-109.3
Maximum	-6

Quantile Statistics

Minimum	-109.3
5th Percentile	-94.3
Q1	-80.7
Median	-64.5
Q3	-48.6
95th Percentile	-31.7
Maximum	-6
Range	103.3
IQR	32.1

Descriptive Statistics

Mean	-64.23
Variance	383.58
Standard Deviation	19.59
Coefficient of Variation	-0.3

Value	Count	Frequency
-84	34	0.3%
-62.8	34	0.3%
-72	30	0.3%
-58	30	0.3%
-64.7	28	0.3%
-54	28	0.3%
-73	27	0.3%
-71.8	27	0.3%
-61	27	0.3%
Other Values (9718)	9718	97.1%

Maximum Values

Value	Count	Frequency
-84.0	34	0.34%
-62.8	34	0.34%
-72.0	30	0.30%
-58.0	30	0.30%
-64.7	28	0.28%
-54.0	28	0.28%
-73.0	27	0.27%
-71.8	27	0.27%
-61.0	27	0.27%
-60.4	27	0.27%

Minimum Values

Value	Count	Frequency
-109.3	1	0.01%
-109.1	1	0.01%
-109.0	1	0.01%
-108.9	1	0.01%
-108.7	1	0.01%
-108.5	1	0.01%
-108.3	1	0.01%
-108.0	1	0.01%
-107.7	1	0.01%
-107.4	1	0.01%

status
character

Distinct	3 (0%)
`NA`s	0
`Inf`/`-Inf`	0

Common Values
String Lengths

Value	Count	Frequency
tropical storm	4374	43.7%
hurricane	3091	30.9%
tropical depression	2545	25.4%
Other Values (0)	0	0.0%

String Lengths

Mean	13.7
Minimum	9.0
Maximum	19.0

Histogram

category
tbl_df, tbl, data.frame

wind
integer

Distinct	31 (0.3%)
`NA`s	0
`Inf`/`-Inf`	0

Mean	53.5
Minimum	10
Maximum	160

Quantile Statistics

Minimum	10
5th Percentile	25
Q1	30
Median	45
Q3	65
95th Percentile	110
Maximum	160
Range	150
IQR	35

Descriptive Statistics

Mean	53.5
Variance	687.17
Standard Deviation	26.21
Coefficient of Variation	0.49

Value	Count	Frequency
30	1509	15.1%
35	912	9.1%
45	877	8.8%
40	815	8.1%
25	749	7.5%
50	698	7.0%
65	607	6.1%
55	572	5.7%
60	499	5.0%
Other Values (2342)	2342	23.4%

Maximum Values

Value	Count	Frequency
30	1509	15.07%
35	912	9.11%
45	877	8.76%
40	815	8.14%
25	749	7.48%
50	698	6.97%
65	607	6.06%
55	572	5.71%
60	499	4.99%
70	430	4.30%

Minimum Values

Value	Count	Frequency
160	2	0.02%
155	5	0.05%
10	9	0.09%
150	14	0.14%
145	18	0.18%
135	23	0.23%
140	29	0.29%
130	44	0.44%
15	49	0.49%
125	73	0.73%

pressure
integer

Distinct	124 (1.2%)
`NA`s	0
`Inf`/`-Inf`	0

Mean	992.14
Minimum	882
Maximum	1022

Quantile Statistics

Minimum	882
5th Percentile	949
Q1	985
Median	999
Q3	1006
95th Percentile	1011
Maximum	1022
Range	140
IQR	21

Descriptive Statistics

Mean	992.14
Variance	380.9
Standard Deviation	19.52
Coefficient of Variation	0.02

Value	Count	Frequency
1005	542	5.4%
1006	505	5.0%
1008	461	4.6%
1007	450	4.5%
1009	422	4.2%
1000	415	4.1%
1003	382	3.8%
1004	378	3.8%
1002	326	3.3%
Other Values (5819)	5819	58.1%

Maximum Values

Value	Count	Frequency
1005	542	5.41%
1006	505	5.04%
1008	461	4.61%
1007	450	4.50%
1009	422	4.22%
1000	415	4.15%
1003	382	3.82%
1004	378	3.78%
1002	326	3.26%
1010	310	3.10%

Minimum Values

Value	Count	Frequency
882	1	0.01%
888	1	0.01%
889	1	0.01%
895	1	0.01%
900	1	0.01%
901	1	0.01%
902	1	0.01%
907	1	0.01%
908	1	0.01%
909	1	0.01%

ts_diameter
numeric

Distinct	109 (1.1%)
`NA`s	6528 (65.2%)
`Inf`/`-Inf`	0

Mean	166.76
Minimum	0
Maximum	1001.18

Quantile Statistics

Minimum	0
5th Percentile	0
Q1	69.05
Median	138.09
Q3	241.66
95th Percentile	414.28
Maximum	1001.18
Range	1001.18
IQR	172.62

Descriptive Statistics

Mean	166.76
Variance	19967.59
Standard Deviation	141.31
Coefficient of Variation	0.85

Value	Count	Frequency
`NA`	6528	65.2%
0	666	6.7%
103.5702	176	1.8%
172.617	148	1.5%
138.0936	135	1.3%
69.0468	124	1.2%
115.078	119	1.2%
207.1404	118	1.2%
345.234	97	1.0%
Other Values (1811)	1811	18.1%

Maximum Values

Value	Count	Frequency
`NA`	6528	65.21%
0.0000	666	6.65%
103.5702	176	1.76%
172.6170	148	1.48%
138.0936	135	1.35%
69.0468	124	1.24%
115.0780	119	1.19%
207.1404	118	1.18%
345.2340	97	0.97%
80.5546	88	0.88%

Minimum Values

Value	Count	Frequency
11.5078	1	0.01%
28.7695	1	0.01%
166.8631	1	0.01%
339.4801	1	0.01%
385.5113	1	0.01%
454.5581	1	0.01%
540.8666	1	0.01%
546.6205	1	0.01%
586.8978	1	0.01%
604.1595	1	0.01%

hu_diameter
numeric

Distinct	35 (0.3%)
`NA`s	6528 (65.2%)
`Inf`/`-Inf`	0

Mean	21.41
Minimum	0
Maximum	345.23

Quantile Statistics

Minimum	0
5th Percentile	0
Q1	0
Median	0
Q3	28.77
95th Percentile	115.08
Maximum	345.23
Range	345.23
IQR	28.77

Descriptive Statistics

Mean	21.41
Variance	1709.01
Standard Deviation	41.34
Coefficient of Variation	1.93

Value	Count	Frequency
`NA`	6528	65.2%
0	2460	24.6%
46.0312	107	1.1%
57.539	89	0.9%
34.5234	84	0.8%
23.0156	70	0.7%
69.0468	68	0.7%
28.7695	58	0.6%
80.5546	50	0.5%
Other Values (450)	450	4.5%

Maximum Values

Value	Count	Frequency
`NA`	6528	65.21%
0.0000	2460	24.58%
46.0312	107	1.07%
57.5390	89	0.89%
34.5234	84	0.84%
23.0156	70	0.70%
69.0468	68	0.68%
28.7695	58	0.58%
80.5546	50	0.50%
40.2773	46	0.46%

Minimum Values

Value	Count	Frequency
345.2340	1	0.01%
161.1092	2	0.02%
195.6326	3	0.03%
132.3397	5	0.05%
149.6014	5	0.05%
184.1248	5	0.05%
109.3241	6	0.06%
207.1404	6	0.06%
11.5078	9	0.09%
143.8475	12	0.12%

	name	year	month	day	hour	lat	long	status	category	wind	pressure	ts_diameter	hu_diameter
1	Amy	1975	6	27	0	27.5	-79.0	tropical depression	-1	25	1013	`NA`	`NA`
2	Amy	1975	6	27	6	28.5	-79.0	tropical depression	-1	25	1013	`NA`	`NA`
3	Amy	1975	6	27	12	29.5	-79.0	tropical depression	-1	25	1013	`NA`	`NA`
4	Amy	1975	6	27	18	30.5	-79.0	tropical depression	-1	25	1013	`NA`	`NA`
5	Amy	1975	6	28	0	31.5	-78.8	tropical depression	-1	25	1012	`NA`	`NA`
6..10005
10006	Kate	2015	11	10	18	31.2	-74.0	tropical storm	0	60	993	103.5702	0.0000
10007	Kate	2015	11	11	0	33.1	-71.3	hurricane	1	65	990	161.1092	23.0156
10008	Kate	2015	11	11	6	35.2	-67.6	hurricane	1	70	985	207.1404	23.0156
10009	Kate	2015	11	11	12	36.2	-62.5	hurricane	1	75	980	345.2340	34.5234
10010	Kate	2015	11	11	18	37.6	-58.2	hurricane	1	65	980	379.7574	46.0312

Overview of `dplyr::storms`

Variables

Interactions

Correlations

Missing Values

Sample

Overview of dplyr::storms

Variables

Interactions

Correlations

Missing Values

Sample

Overview of `dplyr::storms`