gimi9 Pandas Profiling

Dataset statistics

Number of variables	12
Number of observations	2144
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	220.0 KiB
Average record size in memory	105.1 B

Variable types

DateTime	1
Categorical	2
Numeric	9

Dataset

Description	선박법에 따라 각 지방해양수산청에서 등록한 선박 통계입니다. 기간은 2014년 01월부터 2019년 07월까지 입니다. 월간, 척수/톤수, 톤급구분별, 총계,5년미만,5-10년미만,10-15년미만,15-20년미만,20-25년미만,25-30년미만,30-35년미만,35년이상 통계화한 정보입니다.
Author	해양수산부
URL	https://www.data.go.kr/data/15055850/fileData.do

Alerts

`총계` is highly overall correlated with `5년미만` and 7 other fields	High correlation
`5년미만` is highly overall correlated with `총계` and 7 other fields	High correlation
`5-10년미만` is highly overall correlated with `총계` and 7 other fields	High correlation
`10-15년미만` is highly overall correlated with `총계` and 7 other fields	High correlation
`15-20년미만` is highly overall correlated with `총계` and 7 other fields	High correlation
`20-25년미만` is highly overall correlated with `총계` and 7 other fields	High correlation
`25-30년미만` is highly overall correlated with `총계` and 7 other fields	High correlation
`30-35년미만` is highly overall correlated with `총계` and 7 other fields	High correlation
`35년이상` is highly overall correlated with `총계` and 7 other fields	High correlation
`5년미만` has 74 (3.5%) zeros	Zeros
`5-10년미만` has 100 (4.7%) zeros	Zeros
`10-15년미만` has 134 (6.2%) zeros	Zeros
`15-20년미만` has 38 (1.8%) zeros	Zeros
`25-30년미만` has 104 (4.9%) zeros	Zeros
`30-35년미만` has 278 (13.0%) zeros	Zeros
`35년이상` has 184 (8.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 02:38:32.146891
Analysis finished	2023-12-12 02:38:42.717744
Duration	10.57 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

월
Date

Distinct	67
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	16.9 KiB

Minimum	2014-01-01 00:00:00
Maximum	2019-07-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

톤급구분
Categorical

Distinct	16
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	16.9 KiB

5톤미만	134
20톤미만	134
30톤미만	134
50톤미만	134
100톤미만	134
Other values (11)	1474

Length

Max length	10
Median length	8
Mean length	7.125
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5톤미만
2nd row	5톤미만
3rd row	20톤미만
4th row	20톤미만
5th row	30톤미만

Common Values

Value	Count	Frequency (%)
5톤미만	134	6.2%
20톤미만	134	6.2%
30톤미만	134	6.2%
50톤미만	134	6.2%
100톤미만	134	6.2%
200톤미만	134	6.2%
300톤미만	134	6.2%
500톤미만	134	6.2%
1,000톤미만	134	6.2%
2,000톤미만	134	6.2%
Other values (6)	804	37.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
5톤미만	134	6.2%
20톤미만	134	6.2%
30톤미만	134	6.2%
50톤미만	134	6.2%
100톤미만	134	6.2%
200톤미만	134	6.2%
300톤미만	134	6.2%
500톤미만	134	6.2%
1,000톤미만	134	6.2%
2,000톤미만	134	6.2%
Other values (6)	804	37.5%

구분
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.9 KiB

척수	1072
톤수	1072

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	척수
2nd row	톤수
3rd row	척수
4th row	톤수
5th row	척수

Common Values

Value	Count	Frequency (%)
척수	1072	50.0%
톤수	1072	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
척수	1072	50.0%
톤수	1072	50.0%

총계
Real number (ℝ)

HIGH CORRELATION

Distinct	1346
Distinct (%)	62.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3783307.6

Minimum	7
Maximum	98279311
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	19.0 KiB

Quantile statistics

Minimum	7
5-th percentile	47
Q1	532
median	2638.5
Q3	1372872.5
95-th percentile	26840273
Maximum	98279311
Range	98279304
Interquartile range (IQR)	1372340.5

Descriptive statistics

Standard deviation	12343885
Coefficient of variation (CV)	3.262723
Kurtosis	24.299668
Mean	3783307.6
Median Absolute Deviation (MAD)	2624.5
Skewness	4.6876818
Sum	8.1114116 × 10⁹
Variance	1.5237149 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	20	0.9%
79	15	0.7%
78	15	0.7%
80	14	0.7%
573	11	0.5%
10	11	0.5%
13	10	0.5%
77	10	0.5%
76	10	0.5%
526	10	0.5%
Other values (1336)	2018	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	3	0.1%
9	7	0.3%
10	11	0.5%
11	1	< 0.1%
12	6	0.3%
13	10	0.5%
14	20	0.9%
15	7	0.3%
17	2	0.1%
30	2	0.1%

Value	Count	Frequency (%)
98279311	1	< 0.1%
98275186	1	< 0.1%
95159250	1	< 0.1%
90386339	1	< 0.1%
90385522	2	0.1%
90377012	1	< 0.1%
90373264	1	< 0.1%
83644663	1	< 0.1%
83643219	1	< 0.1%
83609996	1	< 0.1%

5년미만
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	791
Distinct (%)	36.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41631.689

Minimum	0
Maximum	927062
Zeros	74
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	19.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	31
median	137
Q3	24933
95-th percentile	259575.3
Maximum	927062
Range	927062
Interquartile range (IQR)	24902

Descriptive statistics

Standard deviation	111456.49
Coefficient of variation (CV)	2.6772031
Kurtosis	27.344704
Mean	41631.689
Median Absolute Deviation (MAD)	137
Skewness	4.723772
Sum	89258342
Variance	1.2422548 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	74	3.5%
1	71	3.3%
102545	47	2.2%
27	32	1.5%
5	29	1.4%
30	27	1.3%
10	27	1.3%
9	25	1.2%
50623	24	1.1%
35	22	1.0%
Other values (781)	1766	82.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	74	3.5%
1	71	3.3%
2	12	0.6%
3	8	0.4%
4	2	0.1%
5	29	1.4%
6	20	0.9%
8	10	0.5%
9	25	1.2%
10	27	1.3%

Value	Count	Frequency (%)
927062	1	< 0.1%
921029	1	< 0.1%
919069	1	< 0.1%
909062	1	< 0.1%
895043	1	< 0.1%
891074	1	< 0.1%
884043	1	< 0.1%
868033	1	< 0.1%
849074	1	< 0.1%
847065	1	< 0.1%

5-10년미만
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	892
Distinct (%)	41.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	76583.212

Minimum	0
Maximum	1388001
Zeros	100
Zeros (%)	4.7%
Negative	0
Negative (%)	0.0%
Memory size	19.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	34
median	260.5
Q3	20899.75
95-th percentile	415315.45
Maximum	1388001
Range	1388001
Interquartile range (IQR)	20865.75

Descriptive statistics

Standard deviation	186077.83
Coefficient of variation (CV)	2.4297471
Kurtosis	18.040598
Mean	76583.212
Median Absolute Deviation (MAD)	260.5
Skewness	3.7361196
Sum	1.6419441 × 10⁸
Variance	3.4624961 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	100	4.7%
27	38	1.8%
7	32	1.5%
26	29	1.4%
33	28	1.3%
49	27	1.3%
35	24	1.1%
44	23	1.1%
8	23	1.1%
45	22	1.0%
Other values (882)	1798	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	100	4.7%
1	17	0.8%
3	2	0.1%
4	16	0.7%
5	5	0.2%
6	19	0.9%
7	32	1.5%
8	23	1.1%
9	7	0.3%
10	5	0.2%

Value	Count	Frequency (%)
1388001	1	< 0.1%
1376062	1	< 0.1%
1371005	1	< 0.1%
1362029	1	< 0.1%
1357062	1	< 0.1%
1332038	1	< 0.1%
1327091	1	< 0.1%
1320091	1	< 0.1%
1312084	1	< 0.1%
1304091	1	< 0.1%

10-15년미만
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	858
Distinct (%)	40.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61252.477

Minimum	0
Maximum	1216047
Zeros	134
Zeros (%)	6.2%
Negative	0
Negative (%)	0.0%
Memory size	19.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	36
median	267.5
Q3	21580.5
95-th percentile	339365
Maximum	1216047
Range	1216047
Interquartile range (IQR)	21544.5

Descriptive statistics

Standard deviation	160844.56
Coefficient of variation (CV)	2.6259274
Kurtosis	21.153668
Mean	61252.477
Median Absolute Deviation (MAD)	267.5
Skewness	4.1816555
Sum	1.3132531 × 10⁸
Variance	2.5870972 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	134	6.2%
3	30	1.4%
2	28	1.3%
51	27	1.3%
32	26	1.2%
10	24	1.1%
9	23	1.1%
54	22	1.0%
49	22	1.0%
48	20	0.9%
Other values (848)	1788	83.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	134	6.2%
2	28	1.3%
3	30	1.4%
4	3	0.1%
5	5	0.2%
6	1	< 0.1%
7	5	0.2%
8	16	0.7%
9	23	1.1%
10	24	1.1%

Value	Count	Frequency (%)
1216047	1	< 0.1%
1196093	1	< 0.1%
1186031	1	< 0.1%
1179085	1	< 0.1%
1179012	1	< 0.1%
1178009	1	< 0.1%
1173078	1	< 0.1%
1173015	1	< 0.1%
1168004	1	< 0.1%
1165059	1	< 0.1%

15-20년미만
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1078
Distinct (%)	50.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102504.01

Minimum	0
Maximum	1372892
Zeros	38
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	19.0 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	60
median	390
Q3	46989.5
95-th percentile	652907.5
Maximum	1372892
Range	1372892
Interquartile range (IQR)	46929.5

Descriptive statistics

Standard deviation	235585.72
Coefficient of variation (CV)	2.2983074
Kurtosis	9.6309126
Mean	102504.01
Median Absolute Deviation (MAD)	388
Skewness	3.0414519
Sum	2.1976859 × 10⁸
Variance	5.5500632 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38	1.8%
2	34	1.6%
59	24	1.1%
311755	20	0.9%
15	18	0.8%
65	16	0.7%
63	15	0.7%
258827	14	0.7%
60	14	0.7%
58	14	0.7%
Other values (1068)	1937	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	1.8%
1	5	0.2%
2	34	1.6%
3	14	0.7%
4	5	0.2%
5	5	0.2%
6	11	0.5%
7	10	0.5%
8	7	0.3%
9	7	0.3%

Value	Count	Frequency (%)
1372892	1	< 0.1%
1351439	2	0.1%
1351044	1	< 0.1%
1291027	1	< 0.1%
1286301	1	< 0.1%
1285719	1	< 0.1%
1270001	1	< 0.1%
1267076	1	< 0.1%
1266054	1	< 0.1%
1265064	1	< 0.1%

20-25년미만
Real number (ℝ)

HIGH CORRELATION

Distinct	1122
Distinct (%)	52.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	151486.86

Minimum	2
Maximum	2648081
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	19.0 KiB

Quantile statistics

Minimum	2
5-th percentile	13
Q1	106.25
median	381.5
Q3	90859
95-th percentile	1143941
Maximum	2648081
Range	2648079
Interquartile range (IQR)	90752.75

Descriptive statistics

Standard deviation	385292.46
Coefficient of variation (CV)	2.5434051
Kurtosis	13.970557
Mean	151486.86
Median Absolute Deviation (MAD)	374.5
Skewness	3.5935538
Sum	3.2478783 × 10⁸
Variance	1.4845028 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	28	1.3%
16	28	1.3%
18	26	1.2%
135	25	1.2%
19	23	1.1%
20	19	0.9%
133	18	0.8%
137	18	0.8%
139	16	0.7%
9	14	0.7%
Other values (1112)	1929	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	8	0.4%
3	10	0.5%
4	7	0.3%
5	4	0.2%
6	14	0.7%
7	7	0.3%
8	11	0.5%
9	14	0.7%
10	12	0.6%
11	8	0.4%

Value	Count	Frequency (%)
2648081	1	< 0.1%
2638017	1	< 0.1%
2624058	1	< 0.1%
2619037	1	< 0.1%
2556095	1	< 0.1%
2495081	1	< 0.1%
2439068	1	< 0.1%
2402073	1	< 0.1%
2397054	1	< 0.1%
2350006	1	< 0.1%

25-30년미만
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	914
Distinct (%)	42.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66450

Minimum	0
Maximum	3069002
Zeros	104
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	19.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	65.75
median	226
Q3	40309
95-th percentile	170867.3
Maximum	3069002
Range	3069002
Interquartile range (IQR)	40243.25

Descriptive statistics

Standard deviation	314201.35
Coefficient of variation (CV)	4.7283874
Kurtosis	77.20484
Mean	66450
Median Absolute Deviation (MAD)	226
Skewness	8.6098505
Sum	1.424688 × 10⁸
Variance	9.8722487 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	104	4.9%
1	55	2.6%
4	46	2.1%
3	40	1.9%
80994	28	1.3%
13	27	1.3%
5	26	1.2%
2	23	1.1%
6	22	1.0%
115	18	0.8%
Other values (904)	1755	81.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	104	4.9%
1	55	2.6%
2	23	1.1%
3	40	1.9%
4	46	2.1%
5	26	1.2%
6	22	1.0%
7	4	0.2%
9	4	0.2%
10	5	0.2%

Value	Count	Frequency (%)
3069002	1	< 0.1%
3067015	1	< 0.1%
3051035	1	< 0.1%
3041011	1	< 0.1%
3039084	1	< 0.1%
3031059	1	< 0.1%
3028089	1	< 0.1%
3026027	1	< 0.1%
3024045	1	< 0.1%
3018047	1	< 0.1%

30-35년미만
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	756
Distinct (%)	35.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	550676.2

Minimum	0
Maximum	59688025
Zeros	278
Zeros (%)	13.0%
Negative	0
Negative (%)	0.0%
Memory size	19.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19
median	86
Q3	21013.25
95-th percentile	123907.1
Maximum	59688025
Range	59688025
Interquartile range (IQR)	20994.25

Descriptive statistics

Standard deviation	4126299
Coefficient of variation (CV)	7.4931495
Kurtosis	116.83215
Mean	550676.2
Median Absolute Deviation (MAD)	86
Skewness	10.305514
Sum	1.1806498 × 10⁹
Variance	1.7026344 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	278	13.0%
5	49	2.3%
2	39	1.8%
6	33	1.5%
64963	32	1.5%
81907	26	1.2%
42	24	1.1%
51	21	1.0%
3	21	1.0%
54	21	1.0%
Other values (746)	1600	74.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	278	13.0%
1	18	0.8%
2	39	1.8%
3	21	1.0%
4	19	0.9%
5	49	2.3%
6	33	1.5%
7	10	0.5%
8	5	0.2%
9	2	0.1%

Value	Count	Frequency (%)
59688025	1	< 0.1%
56562025	2	0.1%
53844025	1	< 0.1%
51362025	1	< 0.1%
45002058	5	0.2%
36011079	1	< 0.1%
35308079	1	< 0.1%
35024079	2	0.1%
34661079	1	< 0.1%
16285004	1	< 0.1%

35년이상
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	724
Distinct (%)	33.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2732723.2

Minimum	0
Maximum	96975088
Zeros	184
Zeros (%)	8.6%
Negative	0
Negative (%)	0.0%
Memory size	19.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	22
median	253
Q3	28298
95-th percentile	20472690
Maximum	96975088
Range	96975088
Interquartile range (IQR)	28276

Descriptive statistics

Standard deviation	10806017
Coefficient of variation (CV)	3.9543035
Kurtosis	33.255458
Mean	2732723.2
Median Absolute Deviation (MAD)	253
Skewness	5.3909673
Sum	5.8589585 × 10⁹
Variance	1.1677 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	184	8.6%
1	113	5.3%
22723	49	2.3%
11710	42	2.0%
2	36	1.7%
6	35	1.6%
15	25	1.2%
45294	23	1.1%
16	22	1.0%
5	21	1.0%
Other values (714)	1594	74.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	184	8.6%
1	113	5.3%
2	36	1.7%
3	8	0.4%
4	10	0.5%
5	21	1.0%
6	35	1.6%
7	20	0.9%
13	2	0.1%
14	19	0.9%

Value	Count	Frequency (%)
96975088	2	0.1%
93866084	1	< 0.1%
89061088	5	0.2%
82312088	2	0.1%
82276088	1	< 0.1%
80272088	3	0.1%
79917088	2	0.1%
75043088	1	< 0.1%
72994088	3	0.1%
70384088	2	0.1%

Heatmap
Table

	월	톤급구분	구분	총계	5년미만	5-10년미만	10-15년미만	15-20년미만	20-25년미만	25-30년미만	30-35년미만	35년이상
월	1.000	0.000	0.000	0.296	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.197
톤급구분	0.000	1.000	0.000	0.511	0.659	0.731	0.645	0.641	0.674	0.644	0.492	0.545
구분	0.000	0.000	1.000	0.393	0.341	0.600	0.442	0.634	0.523	0.275	0.177	0.271
총계	0.296	0.511	0.393	1.000	0.488	0.539	0.543	0.578	0.653	0.604	0.736	0.955
5년미만	0.000	0.659	0.341	0.488	1.000	0.758	0.751	0.744	0.760	0.739	0.000	0.000
5-10년미만	0.000	0.731	0.600	0.539	0.758	1.000	0.803	0.826	0.800	0.908	0.098	0.304
10-15년미만	0.000	0.645	0.442	0.543	0.751	0.803	1.000	0.762	0.756	0.801	0.047	0.477
15-20년미만	0.000	0.641	0.634	0.578	0.744	0.826	0.762	1.000	0.890	0.752	0.109	0.333
20-25년미만	0.000	0.674	0.523	0.653	0.760	0.800	0.756	0.890	1.000	0.762	0.000	0.348
25-30년미만	0.000	0.644	0.275	0.604	0.739	0.908	0.801	0.752	0.762	1.000	0.000	0.000
30-35년미만	0.000	0.492	0.177	0.736	0.000	0.098	0.047	0.109	0.000	0.000	1.000	0.739
35년이상	0.197	0.545	0.271	0.955	0.000	0.304	0.477	0.333	0.348	0.000	0.739	1.000

Heatmap
Table

	구분	톤급구분
구분	1.000	0.000
톤급구분	0.000	1.000

Heatmap
Table

	총계	5년미만	5-10년미만	10-15년미만	15-20년미만	20-25년미만	25-30년미만	30-35년미만	35년이상	톤급구분	구분
총계	1.000	0.866	0.824	0.816	0.895	0.940	0.844	0.710	0.801	0.228	0.301
5년미만	0.866	1.000	0.774	0.804	0.911	0.889	0.766	0.735	0.690	0.375	0.364
5-10년미만	0.824	0.774	1.000	0.928	0.833	0.833	0.819	0.673	0.740	0.347	0.453
10-15년미만	0.816	0.804	0.928	1.000	0.878	0.808	0.796	0.740	0.806	0.331	0.441
15-20년미만	0.895	0.911	0.833	0.878	1.000	0.925	0.797	0.690	0.719	0.314	0.491
20-25년미만	0.940	0.889	0.833	0.808	0.925	1.000	0.849	0.632	0.695	0.341	0.402
25-30년미만	0.844	0.766	0.819	0.796	0.797	0.849	1.000	0.766	0.807	0.352	0.183
30-35년미만	0.710	0.735	0.673	0.740	0.690	0.632	0.766	1.000	0.847	0.193	0.133
35년이상	0.801	0.690	0.740	0.806	0.719	0.695	0.807	0.847	1.000	0.259	0.270
톤급구분	0.228	0.375	0.347	0.331	0.314	0.341	0.352	0.193	0.259	1.000	0.000
구분	0.301	0.364	0.453	0.441	0.491	0.402	0.183	0.133	0.270	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	월	톤급구분	구분	총계	5년미만	5-10년미만	10-15년미만	15-20년미만	20-25년미만	25-30년미만	30-35년미만	35년이상
0	2014-01	5톤미만	척수	1861	255	484	446	344	177	85	42	28
1	2014-01	5톤미만	톤수	3835	484	897	770	710	501	241	138	94
2	2014-01	20톤미만	척수	1494	116	145	117	221	339	195	164	197
3	2014-01	20톤미만	톤수	17314	1379	1463	1171	2451	3665	2244	2197	2744
4	2014-01	30톤미만	척수	813	37	38	66	147	132	82	83	228
5	2014-01	30톤미만	톤수	20459	877	971	1801	3813	3356	2014	2013	5614
6	2014-01	50톤미만	척수	526	29	29	29	78	78	56	64	163
7	2014-01	50톤미만	톤수	20232	1031	1076	1126	2990	3142	2141	2471	6255
8	2014-01	100톤미만	척수	795	33	26	58	139	130	75	114	220
9	2014-01	100톤미만	톤수	58143	2485	1985	4386	9758	9896	5728	8295	15610

	월	톤급구분	구분	총계	5년미만	5-10년미만	10-15년미만	15-20년미만	20-25년미만	25-30년미만	30-35년미만	35년이상
2134	2019-07	10,000톤미만	척수	237	23	22	73	48	45	12	8	6
2135	2019-07	10,000톤미만	톤수	1623834	171032	141163	524419	312843	307912	74555	46616	45294
2136	2019-07	20,000톤미만	척수	76	6	18	17	10	18	1	3	3
2137	2019-07	20,000톤미만	톤수	33948182	89746	261033	219738	151475	293059	16708	37380	32879043
2138	2019-07	50,000톤미만	척수	74	8	19	18	9	13	5	0	2
2139	2019-07	50,000톤미만	톤수	2529591	285533	656920	586468	281916	501765	161203	0	55786
2140	2019-07	100,000톤미만	척수	33	0	3	6	3	19	0	0	2
2141	2019-07	100,000톤미만	톤수	2383617	0	195647	468491	208851	1331280	0	0	179348
2142	2019-07	100,000톤이상	척수	10	0	1	0	3	2	4	0	0
2143	2019-07	100,000톤이상	톤수	1387905	0	102545	0	478590	258827	547943	0	0

Overview

Variables

Common Values

Length

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample