Overview

Dataset statistics

Number of variables6
Number of observations5399
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory263.8 KiB
Average record size in memory50.0 B

Variable types

Numeric2
Text3
Categorical1

Dataset

Description공공데이터 중장기 개방계획에 따라 공개하는 경상남도 하천관리 시스템의 제방 현황입니다. 하천관리시스템의 제방호안 정보를 포함하고있습니다.
Author경상남도
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15093453

Alerts

공간아이디 has unique valuesUnique

Reproduction

Analysis started2023-12-11 00:56:12.575476
Analysis finished2023-12-11 00:56:14.036489
Duration1.46 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

공간아이디
Real number (ℝ)

UNIQUE 

Distinct5399
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2729.3521
Minimum1
Maximum8988
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size47.6 KiB
2023-12-11T09:56:14.104110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile272.9
Q11352.5
median2702
Q34069.5
95-th percentile5149.1
Maximum8988
Range8987
Interquartile range (IQR)2717

Descriptive statistics

Standard deviation1609.7262
Coefficient of variation (CV)0.58978327
Kurtosis-0.88585223
Mean2729.3521
Median Absolute Deviation (MAD)1359
Skewness0.13973594
Sum14735772
Variance2591218.4
MonotonicityNot monotonic
2023-12-11T09:56:14.241510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
3551 1
 
< 0.1%
3559 1
 
< 0.1%
3558 1
 
< 0.1%
3557 1
 
< 0.1%
3556 1
 
< 0.1%
3555 1
 
< 0.1%
3554 1
 
< 0.1%
3553 1
 
< 0.1%
3552 1
 
< 0.1%
Other values (5389) 5389
99.8%
ValueCountFrequency (%)
1 1
< 0.1%
2 1
< 0.1%
3 1
< 0.1%
4 1
< 0.1%
5 1
< 0.1%
8 1
< 0.1%
9 1
< 0.1%
10 1
< 0.1%
11 1
< 0.1%
12 1
< 0.1%
ValueCountFrequency (%)
8988 1
< 0.1%
6920 1
< 0.1%
6830 1
< 0.1%
6829 1
< 0.1%
6828 1
< 0.1%
6827 1
< 0.1%
6826 1
< 0.1%
6825 1
< 0.1%
6824 1
< 0.1%
6823 1
< 0.1%
Distinct393
Distinct (%)7.3%
Missing0
Missing (%)0.0%
Memory size42.3 KiB
2023-12-11T09:56:14.497219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters102581
Distinct characters12
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique9 ?
Unique (%)0.2%

Sample

1st row20129502012F02Q0101
2nd row20129502012F02Q0101
3rd row20129502012F02Q0101
4th row20129502012F02Q0101
5th row20129502012F02Q0101
ValueCountFrequency (%)
20228802004f01q0101 147
 
2.7%
20250302004f02q0101 81
 
1.5%
20231502019f02q0101 70
 
1.3%
20248701986f01q0101 58
 
1.1%
27201602010f01q0101 56
 
1.0%
20239602006f02q0101 54
 
1.0%
20264901995f01q0101 54
 
1.0%
20263901994f01q0101 46
 
0.9%
20231102004f01q0101 45
 
0.8%
20259201994f01q0101 44
 
0.8%
Other values (383) 4744
87.9%
2023-12-11T09:56:14.821574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 35292
34.4%
1 19318
18.8%
2 18412
17.9%
F 5399
 
5.3%
Q 5399
 
5.3%
9 4155
 
4.1%
6 3064
 
3.0%
4 2775
 
2.7%
3 2737
 
2.7%
5 2534
 
2.5%
Other values (2) 3496
 
3.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 91783
89.5%
Uppercase Letter 10798
 
10.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 35292
38.5%
1 19318
21.0%
2 18412
20.1%
9 4155
 
4.5%
6 3064
 
3.3%
4 2775
 
3.0%
3 2737
 
3.0%
5 2534
 
2.8%
8 1817
 
2.0%
7 1679
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
F 5399
50.0%
Q 5399
50.0%

Most occurring scripts

ValueCountFrequency (%)
Common 91783
89.5%
Latin 10798
 
10.5%

Most frequent character per script

Common
ValueCountFrequency (%)
0 35292
38.5%
1 19318
21.0%
2 18412
20.1%
9 4155
 
4.5%
6 3064
 
3.3%
4 2775
 
3.0%
3 2737
 
3.0%
5 2534
 
2.8%
8 1817
 
2.0%
7 1679
 
1.8%
Latin
ValueCountFrequency (%)
F 5399
50.0%
Q 5399
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 102581
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 35292
34.4%
1 19318
18.8%
2 18412
17.9%
F 5399
 
5.3%
Q 5399
 
5.3%
9 4155
 
4.1%
6 3064
 
3.0%
4 2775
 
2.7%
3 2737
 
2.7%
5 2534
 
2.5%
Other values (2) 3496
 
3.4%

구분코드
Categorical

Distinct8
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size42.3 KiB
R03
1728 
R06
1018 
R05
601 
R02
583 
R99
579 
Other values (3)
890 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowR03
2nd rowR03
3rd rowR03
4th rowR04
5th rowR04

Common Values

ValueCountFrequency (%)
R03 1728
32.0%
R06 1018
18.9%
R05 601
 
11.1%
R02 583
 
10.8%
R99 579
 
10.7%
R04 452
 
8.4%
R01 333
 
6.2%
R00 105
 
1.9%

Length

2023-12-11T09:56:14.945300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T09:56:15.056072image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
r03 1728
32.0%
r06 1018
18.9%
r05 601
 
11.1%
r02 583
 
10.8%
r99 579
 
10.7%
r04 452
 
8.4%
r01 333
 
6.2%
r00 105
 
1.9%

일련번호
Real number (ℝ)

Distinct486
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean61.233377
Minimum0
Maximum1040
Zeros5
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size47.6 KiB
2023-12-11T09:56:15.179877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q14
median11
Q325
95-th percentile324.1
Maximum1040
Range1040
Interquartile range (IQR)21

Descriptive statistics

Standard deviation176.8601
Coefficient of variation (CV)2.8882957
Kurtosis18.989367
Mean61.233377
Median Absolute Deviation (MAD)8
Skewness4.3496412
Sum330599
Variance31279.494
MonotonicityNot monotonic
2023-12-11T09:56:15.582286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2 371
 
6.9%
3 346
 
6.4%
1 338
 
6.3%
4 304
 
5.6%
5 279
 
5.2%
6 249
 
4.6%
7 220
 
4.1%
8 201
 
3.7%
9 185
 
3.4%
10 172
 
3.2%
Other values (476) 2734
50.6%
ValueCountFrequency (%)
0 5
 
0.1%
1 338
6.3%
2 371
6.9%
3 346
6.4%
4 304
5.6%
5 279
5.2%
6 249
4.6%
7 220
4.1%
8 201
3.7%
9 185
3.4%
ValueCountFrequency (%)
1040 1
< 0.1%
1039 1
< 0.1%
1038 1
< 0.1%
1037 1
< 0.1%
1036 1
< 0.1%
1035 1
< 0.1%
1034 1
< 0.1%
1033 1
< 0.1%
1032 1
< 0.1%
1031 2
< 0.1%
Distinct3305
Distinct (%)61.2%
Missing0
Missing (%)0.0%
Memory size42.3 KiB
2023-12-11T09:56:15.795560image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length13
Mean length6.125764
Min length2

Characters and Unicode

Total characters33073
Distinct characters280
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2623 ?
Unique (%)48.6%

Sample

1st row대동제호안좌
2nd row대평제호안우
3rd row무제부1호안좌
4th row중앙제호안좌
5th row김천제호안우
ValueCountFrequency (%)
석축 106
 
1.9%
돌망태 58
 
1.0%
호안 57
 
1.0%
돌붙임 40
 
0.7%
대산지구호안 34
 
0.6%
완암1지구호안 33
 
0.6%
1제 29
 
0.5%
전석쌓기 25
 
0.5%
2제 21
 
0.4%
동촌우안제호안 21
 
0.4%
Other values (3291) 5118
92.3%
2023-12-11T09:56:16.111610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
4521
 
13.7%
3371
 
10.2%
2828
 
8.6%
1 1724
 
5.2%
1638
 
5.0%
1615
 
4.9%
1515
 
4.6%
1514
 
4.6%
2 1092
 
3.3%
3 586
 
1.8%
Other values (270) 12669
38.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 28384
85.8%
Decimal Number 4268
 
12.9%
Space Separator 143
 
0.4%
Other Punctuation 134
 
0.4%
Connector Punctuation 71
 
0.2%
Close Punctuation 25
 
0.1%
Open Punctuation 25
 
0.1%
Lowercase Letter 12
 
< 0.1%
Other Number 10
 
< 0.1%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
4521
15.9%
3371
 
11.9%
2828
 
10.0%
1638
 
5.8%
1615
 
5.7%
1515
 
5.3%
1514
 
5.3%
512
 
1.8%
458
 
1.6%
386
 
1.4%
Other values (248) 10026
35.3%
Decimal Number
ValueCountFrequency (%)
1 1724
40.4%
2 1092
25.6%
3 586
 
13.7%
4 311
 
7.3%
5 202
 
4.7%
6 148
 
3.5%
7 95
 
2.2%
8 54
 
1.3%
9 31
 
0.7%
0 25
 
0.6%
Lowercase Letter
ValueCountFrequency (%)
c 6
50.0%
o 3
25.0%
n 3
25.0%
Other Punctuation
ValueCountFrequency (%)
, 131
97.8%
' 3
 
2.2%
Other Number
ValueCountFrequency (%)
5
50.0%
5
50.0%
Space Separator
ValueCountFrequency (%)
143
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 71
100.0%
Close Punctuation
ValueCountFrequency (%)
) 25
100.0%
Open Punctuation
ValueCountFrequency (%)
( 25
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 28384
85.8%
Common 4677
 
14.1%
Latin 12
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
4521
15.9%
3371
 
11.9%
2828
 
10.0%
1638
 
5.8%
1615
 
5.7%
1515
 
5.3%
1514
 
5.3%
512
 
1.8%
458
 
1.6%
386
 
1.4%
Other values (248) 10026
35.3%
Common
ValueCountFrequency (%)
1 1724
36.9%
2 1092
23.3%
3 586
 
12.5%
4 311
 
6.6%
5 202
 
4.3%
6 148
 
3.2%
143
 
3.1%
, 131
 
2.8%
7 95
 
2.0%
_ 71
 
1.5%
Other values (9) 174
 
3.7%
Latin
ValueCountFrequency (%)
c 6
50.0%
o 3
25.0%
n 3
25.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 28384
85.8%
ASCII 4679
 
14.1%
Enclosed Alphanum 10
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
4521
15.9%
3371
 
11.9%
2828
 
10.0%
1638
 
5.8%
1615
 
5.7%
1515
 
5.3%
1514
 
5.3%
512
 
1.8%
458
 
1.6%
386
 
1.4%
Other values (248) 10026
35.3%
ASCII
ValueCountFrequency (%)
1 1724
36.8%
2 1092
23.3%
3 586
 
12.5%
4 311
 
6.6%
5 202
 
4.3%
6 148
 
3.2%
143
 
3.1%
, 131
 
2.8%
7 95
 
2.0%
_ 71
 
1.5%
Other values (10) 176
 
3.8%
Enclosed Alphanum
ValueCountFrequency (%)
5
50.0%
5
50.0%
Distinct5347
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Memory size42.3 KiB
2023-12-11T09:56:16.629149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length1019
Mean length748.61289
Min length78

Characters and Unicode

Total characters4041761
Distinct characters25
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5296 ?
Unique (%)98.1%

Sample

1st rowMULTILINESTRING ((1037626.8701999998 1743333.5971000008, 1037629.3055999996 1743334.5209999997, 1037647.9861000003 1743341.6085, 1037676.8761999998 1743352.5632000007, 1037678.6644000001 1743353.5372000001, 1037683.0509000001 1743356.7331000008, 1037685.2824999997 1743359.9052000009, 1037688.0756000001 1743365.0199999996, 1037704.2237999998 1743378.8202, 1037705.2051999997 1743379.7437999994, 1037712.3729999997 1743387.6228, 1037717.8837000001 1743391.481899999, 1037718.4977000002 1743392.3225999996, 1037727.6805999996 1743396.8408000004, 1037729.5667000003 1743397.0526, 1037732.7405000003 1743398.616800001, 1037777.2363999998 1743418.9218000006, 1037781.8529000003 1743420.7990000006, 1037822.0829999996 1743438.1088999994, 1037823.9204000002 1743438.9527000003, 1037843.3744999999 1743447.7927, 1037849.4945999999 1743450.6273999996, 1037913.4418000001 1743479.5171000008, 1037915.3512000004 1743480.2130999994, 1037929.7302999999 1743486.7353000008, 1037931.5495999996 1743487.5830000006, 1037934.4402999999 17434
2nd rowMULTILINESTRING ((1037507.6885000002 1743207.4267999995, 1037510.4362000003 1743208.4877000004, 1037512.3543999996 1743209.3201000001, 1037548.9477000004 1743223.8573000003, 1037606.4725000001 1743247.8606000002, 1037641.7757000001 1743261.9162000008, 1037654.2664999999 1743266.9066000003, 1037655.0356999999 1743267.2123000007, 1037661.6162 1743269.8268999998, 1037686.2105999999 1743279.5990999993, 1037701.8844999997 1743286.5886000004, 1037719.4789000005 1743294.4551999997, 1037727.2615 1743276.671599999, 1037744.1760999998 1743283.9049999993, 1037736.2860000003 1743302.417199999, 1037747.7680000002 1743307.9308000002, 1037749.6464999998 1743308.7523999996, 1037750.5610999996 1743309.1714999992, 1037755.6867000004 1743311.2251999993, 1037764.0389 1743315.1209999993, 1037857.0066 1743357.7514999993, 1037909.1777999997 1743381.605799999, 1037913.8035000004 1743383.8280999996, 1037965.8985000001 1743407.4531999994, 1037967.6792000001 1743408.242900001, 1038033.6486999998 1743438.4845000003, 1038096.0027999999 1
3rd rowMULTILINESTRING ((1033942.3836000003 1743505.708900001, 1033945.9988000002 1743504.7632, 1033974.5023999996 1743499.4005999994, 1033986.6182000004 1743500.3409000002, 1034014.2575000003 1743516.8606000002, 1034020.5478999997 1743523.0307, 1034022.6642000005 1743532.4132000003, 1034030.0848000003 1743572.198999999, 1034040.6401000004 1743594.7807999998, 1034042.3257999998 1743598.2792000007, 1034042.9771999996 1743600.5877999999, 1034046.6430000002 1743620.8779000007, 1034053.3503 1743645.1635999996, 1034072.7034999998 1743708.1241999995, 1034073.5932 1743729.6688, 1034075.7500999998 1743734.9666000009, 1034078.2933 1743741.076199999, 1034078.9906000001 1743743.7577, 1034081.0838000001 1743750.0426000003, 1034082.4086999996 1743756.5736999996, 1034082.7208000002 1743757.144200001, 1034089.8310000002 1743787.7981000002, 1034091.8935000002 1743806.6012999993, 1034097.3216000004 1743806.6596000008, 1034103.1293000001 1743820.9097000007, 1034105.8251999998 1743827.1731000002, 1034106.5691 1743836.7222000007, 10341
4th rowMULTILINESTRING ((1037227.7894000001 1743182.8740999997, 1037233.8064000001 1743184.8230000008, 1037244.8020000001 1743188.3467999995, 1037250.0102000004 1743190.0329999998, 1037251.3097000001 1743191.7251999993, 1037251.5357999997 1743193.4662999995, 1037260.5023999996 1743196.8566999994, 1037261.6102 1743195.8213999998, 1037262.6479000002 1743195.3476, 1037263.5097000003 1743195.3356999997, 1037267.5028999997 1743196.8665999994, 1037276.4983999999 1743200.3148999996, 1037278.3652999997 1743201.0723, 1037284.1125999996 1743203.9039999992, 1037310.7416000003 1743213.8022000007, 1037344.3639000002 1743226.5044999998, 1037346.1168 1743226.7333000004, 1037348.0001999997 1743227.4461000003, 1037349.4941999996 1743228.5804999992, 1037368.6871999996 1743235.9146999996, 1037370.7326999996 1743236.4580000006, 1037369.9615000002 1743238.5232999995, 1037370.6168 1743238.7682000007, 1037371.3882999998 1743236.7029, 1037400.3499999996 1743247.8662999999, 1037420.1606999999 1743255.3408000004, 1037440.8916999996 1743263.7
5th rowMULTILINESTRING ((1036949.2521000002 1743082.5591000002, 1036992.7258000001 1743085.9864000008, 1037088.3305000002 1743093.4746000003, 1037228.3523000004 1743104.5621000007, 1037246.5072999997 1743106.1217, 1037278.8421 1743118.4964000005, 1037283.4896999998 1743120.3089000005, 1037286.9467000002 1743121.6572999991, 1037299.1297000004 1743126.1633000001, 1037300.4901 1743125.5921, 1037300.9205999998 1743125.1538999993, 1037304.5943999998 1743117.8314999994, 1037304.8986 1743117.2249999996, 1037306.2794000003 1743117.8288000003, 1037309.5632999996 1743114.8914, 1037312.0062999995 1743115.8491999991, 1037327.4665999999 1743121.9108000007, 1037327.5120999999 1743123.8478999995, 1037327.3513000002 1743125.9903999995, 1037327.1361999996 1743129.2807, 1037327.8759000003 1743131.488500001, 1037329.1460999995 1743133.5401000008, 1037339.7622999996 1743138.2378000002, 1037340.7993000001 1743138.3686999995, 1037342.7408999996 1743138.6139000002, 1037344.7016000003 1743138.9063000008, 1037363.1902000001 1743148.27639999
ValueCountFrequency (%)
multilinestring 5399
 
2.4%
1 135
 
0.1%
10 71
 
< 0.1%
17 55
 
< 0.1%
16 24
 
< 0.1%
105 20
 
< 0.1%
172 17
 
< 0.1%
171 17
 
< 0.1%
104 15
 
< 0.1%
106 13
 
< 0.1%
Other values (204860) 214642
97.4%
2023-12-11T09:56:17.420294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 733295
18.1%
9 645764
16.0%
1 425959
10.5%
7 291813
 
7.2%
6 230045
 
5.7%
3 226025
 
5.6%
2 219319
 
5.4%
4 219024
 
5.4%
215113
 
5.3%
. 214005
 
5.3%
Other values (15) 621399
15.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3410922
84.4%
Other Punctuation 316808
 
7.8%
Space Separator 215113
 
5.3%
Uppercase Letter 80985
 
2.0%
Open Punctuation 11554
 
0.3%
Close Punctuation 6379
 
0.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 733295
21.5%
9 645764
18.9%
1 425959
12.5%
7 291813
 
8.6%
6 230045
 
6.7%
3 226025
 
6.6%
2 219319
 
6.4%
4 219024
 
6.4%
5 209890
 
6.2%
8 209788
 
6.2%
Uppercase Letter
ValueCountFrequency (%)
I 16197
20.0%
N 10798
13.3%
T 10798
13.3%
L 10798
13.3%
U 5399
 
6.7%
G 5399
 
6.7%
R 5399
 
6.7%
S 5399
 
6.7%
E 5399
 
6.7%
M 5399
 
6.7%
Other Punctuation
ValueCountFrequency (%)
. 214005
67.6%
, 102803
32.4%
Space Separator
ValueCountFrequency (%)
215113
100.0%
Open Punctuation
ValueCountFrequency (%)
( 11554
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6379
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3960776
98.0%
Latin 80985
 
2.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 733295
18.5%
9 645764
16.3%
1 425959
10.8%
7 291813
 
7.4%
6 230045
 
5.8%
3 226025
 
5.7%
2 219319
 
5.5%
4 219024
 
5.5%
215113
 
5.4%
. 214005
 
5.4%
Other values (5) 540414
13.6%
Latin
ValueCountFrequency (%)
I 16197
20.0%
N 10798
13.3%
T 10798
13.3%
L 10798
13.3%
U 5399
 
6.7%
G 5399
 
6.7%
R 5399
 
6.7%
S 5399
 
6.7%
E 5399
 
6.7%
M 5399
 
6.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 4041761
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 733295
18.1%
9 645764
16.0%
1 425959
10.5%
7 291813
 
7.2%
6 230045
 
5.7%
3 226025
 
5.6%
2 219319
 
5.4%
4 219024
 
5.4%
215113
 
5.3%
. 214005
 
5.3%
Other values (15) 621399
15.4%

Interactions

2023-12-11T09:56:13.709271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T09:56:13.547634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T09:56:13.780236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T09:56:13.628243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T09:56:17.546839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디구분코드일련번호
공간아이디1.0000.2300.417
구분코드0.2301.0000.539
일련번호0.4170.5391.000
2023-12-11T09:56:17.633385image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디일련번호구분코드
공간아이디1.000-0.1530.115
일련번호-0.1531.0000.205
구분코드0.1150.2051.000

Missing values

2023-12-11T09:56:13.884985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T09:56:13.986638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

공간아이디하천관리코드구분코드일련번호호안명공간정보
0120129502012F02Q0101R031대동제호안좌MULTILINESTRING ((1037626.8701999998 1743333.5971000008, 1037629.3055999996 1743334.5209999997, 1037647.9861000003 1743341.6085, 1037676.8761999998 1743352.5632000007, 1037678.6644000001 1743353.5372000001, 1037683.0509000001 1743356.7331000008, 1037685.2824999997 1743359.9052000009, 1037688.0756000001 1743365.0199999996, 1037704.2237999998 1743378.8202, 1037705.2051999997 1743379.7437999994, 1037712.3729999997 1743387.6228, 1037717.8837000001 1743391.481899999, 1037718.4977000002 1743392.3225999996, 1037727.6805999996 1743396.8408000004, 1037729.5667000003 1743397.0526, 1037732.7405000003 1743398.616800001, 1037777.2363999998 1743418.9218000006, 1037781.8529000003 1743420.7990000006, 1037822.0829999996 1743438.1088999994, 1037823.9204000002 1743438.9527000003, 1037843.3744999999 1743447.7927, 1037849.4945999999 1743450.6273999996, 1037913.4418000001 1743479.5171000008, 1037915.3512000004 1743480.2130999994, 1037929.7302999999 1743486.7353000008, 1037931.5495999996 1743487.5830000006, 1037934.4402999999 17434
1220129502012F02Q0101R032대평제호안우MULTILINESTRING ((1037507.6885000002 1743207.4267999995, 1037510.4362000003 1743208.4877000004, 1037512.3543999996 1743209.3201000001, 1037548.9477000004 1743223.8573000003, 1037606.4725000001 1743247.8606000002, 1037641.7757000001 1743261.9162000008, 1037654.2664999999 1743266.9066000003, 1037655.0356999999 1743267.2123000007, 1037661.6162 1743269.8268999998, 1037686.2105999999 1743279.5990999993, 1037701.8844999997 1743286.5886000004, 1037719.4789000005 1743294.4551999997, 1037727.2615 1743276.671599999, 1037744.1760999998 1743283.9049999993, 1037736.2860000003 1743302.417199999, 1037747.7680000002 1743307.9308000002, 1037749.6464999998 1743308.7523999996, 1037750.5610999996 1743309.1714999992, 1037755.6867000004 1743311.2251999993, 1037764.0389 1743315.1209999993, 1037857.0066 1743357.7514999993, 1037909.1777999997 1743381.605799999, 1037913.8035000004 1743383.8280999996, 1037965.8985000001 1743407.4531999994, 1037967.6792000001 1743408.242900001, 1038033.6486999998 1743438.4845000003, 1038096.0027999999 1
2320129502012F02Q0101R037무제부1호안좌MULTILINESTRING ((1033942.3836000003 1743505.708900001, 1033945.9988000002 1743504.7632, 1033974.5023999996 1743499.4005999994, 1033986.6182000004 1743500.3409000002, 1034014.2575000003 1743516.8606000002, 1034020.5478999997 1743523.0307, 1034022.6642000005 1743532.4132000003, 1034030.0848000003 1743572.198999999, 1034040.6401000004 1743594.7807999998, 1034042.3257999998 1743598.2792000007, 1034042.9771999996 1743600.5877999999, 1034046.6430000002 1743620.8779000007, 1034053.3503 1743645.1635999996, 1034072.7034999998 1743708.1241999995, 1034073.5932 1743729.6688, 1034075.7500999998 1743734.9666000009, 1034078.2933 1743741.076199999, 1034078.9906000001 1743743.7577, 1034081.0838000001 1743750.0426000003, 1034082.4086999996 1743756.5736999996, 1034082.7208000002 1743757.144200001, 1034089.8310000002 1743787.7981000002, 1034091.8935000002 1743806.6012999993, 1034097.3216000004 1743806.6596000008, 1034103.1293000001 1743820.9097000007, 1034105.8251999998 1743827.1731000002, 1034106.5691 1743836.7222000007, 10341
3420129502012F02Q0101R043중앙제호안좌MULTILINESTRING ((1037227.7894000001 1743182.8740999997, 1037233.8064000001 1743184.8230000008, 1037244.8020000001 1743188.3467999995, 1037250.0102000004 1743190.0329999998, 1037251.3097000001 1743191.7251999993, 1037251.5357999997 1743193.4662999995, 1037260.5023999996 1743196.8566999994, 1037261.6102 1743195.8213999998, 1037262.6479000002 1743195.3476, 1037263.5097000003 1743195.3356999997, 1037267.5028999997 1743196.8665999994, 1037276.4983999999 1743200.3148999996, 1037278.3652999997 1743201.0723, 1037284.1125999996 1743203.9039999992, 1037310.7416000003 1743213.8022000007, 1037344.3639000002 1743226.5044999998, 1037346.1168 1743226.7333000004, 1037348.0001999997 1743227.4461000003, 1037349.4941999996 1743228.5804999992, 1037368.6871999996 1743235.9146999996, 1037370.7326999996 1743236.4580000006, 1037369.9615000002 1743238.5232999995, 1037370.6168 1743238.7682000007, 1037371.3882999998 1743236.7029, 1037400.3499999996 1743247.8662999999, 1037420.1606999999 1743255.3408000004, 1037440.8916999996 1743263.7
4520129502012F02Q0101R044김천제호안우MULTILINESTRING ((1036949.2521000002 1743082.5591000002, 1036992.7258000001 1743085.9864000008, 1037088.3305000002 1743093.4746000003, 1037228.3523000004 1743104.5621000007, 1037246.5072999997 1743106.1217, 1037278.8421 1743118.4964000005, 1037283.4896999998 1743120.3089000005, 1037286.9467000002 1743121.6572999991, 1037299.1297000004 1743126.1633000001, 1037300.4901 1743125.5921, 1037300.9205999998 1743125.1538999993, 1037304.5943999998 1743117.8314999994, 1037304.8986 1743117.2249999996, 1037306.2794000003 1743117.8288000003, 1037309.5632999996 1743114.8914, 1037312.0062999995 1743115.8491999991, 1037327.4665999999 1743121.9108000007, 1037327.5120999999 1743123.8478999995, 1037327.3513000002 1743125.9903999995, 1037327.1361999996 1743129.2807, 1037327.8759000003 1743131.488500001, 1037329.1460999995 1743133.5401000008, 1037339.7622999996 1743138.2378000002, 1037340.7993000001 1743138.3686999995, 1037342.7408999996 1743138.6139000002, 1037344.7016000003 1743138.9063000008, 1037363.1902000001 1743148.27639999
51220140402015F02Q0101R022상백1제MULTILINESTRING ((1027219.0252999999 1733497.1297999993, 1027214.4885999998 1733498.7840999998, 1027211.1546 1733501.0380000006, 1027201.8247999996 1733525.1413000003, 1027197.3542 1733541.6023999993, 1027192.9205 1733559.9957999997, 1027185.8957000002 1733585.4449000005, 1027181.5888999999 1733597.9979999997, 1027177.9753999999 1733609.1604999993, 1027171.3009000001 1733626.8383000009, 1027166.9499000004 1733636.6837000009, 1027159.6151999999 1733649.5347000007, 1027150.6963999998 1733666.8379999995, 1027137.0471999999 1733691.8714000005, 1027135.1039000005 1733695.0812, 1027107.5420000004 1733742.5745, 1027083.2358999997 1733784.2259, 1027053.0389999999 1733837.9789000005), (1026996.9937000005 1733933.3894999996, 1027022.6009 1733889.0757, 1027028.8086999999 1733878.3944000006, 1027048.3030000003 1733850.4113999996), (1026993.8877999997 1733938.4794999994, 1026961.6292000003 1733997.5204000007, 1026952.1031999998 1734018.7975999992, 1026946.9190999996 1734032.8322, 1026941.3779999996 1734049.3829999994, 102
61320140402015F02Q0101R023상백2제MULTILINESTRING ((1027460.3168000001 1735054.1743, 1027462.6628 1735063.2038000003, 1027470.7457999997 1735072.9780000001, 1027480.2214000002 1735082.1137000006, 1027485.9820999997 1735087.4286000002, 1027493.2308999998 1735094.2991000004, 1027501.8339999998 1735101.2336999997, 1027511.3925000001 1735108.9011000004, 1027520.3733999999 1735115.4075000007, 1027537.0169000002 1735125.6634999998, 1027543.0016999999 1735129.9708999991, 1027554.8225999996 1735136.4075000007, 1027563.5527999997 1735140.9075000007, 1027572.9566000002 1735144.9277999997, 1027580.9774000002 1735147.9957999997, 1027590.4562999997 1735151.696799999, 1027600.4253000002 1735155.4098000005, 1027618.8667000001 1735161.893100001, 1027649.8869000003 1735169.855799999, 1027661.2578999996 1735171.8596))
7820129502012F02Q0101R048하고제호안우MULTILINESTRING ((1033925.7394000003 1743433.8956000004, 1033933.1067000004 1743434.3164000008, 1033938.5374999996 1743430.4441, 1033952.8909 1743426.9771999996, 1033984.9293 1743424.5347000007, 1033997.9140999997 1743424.9235999994, 1034029.0664999997 1743427.6224000007, 1034036.0203999998 1743430.3877000008, 1034047.8986999998 1743437.4497999996, 1034053.4442999996 1743443.5442999993, 1034062.7767000003 1743450.1327, 1034069.0157000003 1743460.0953000002, 1034072.6915999996 1743466.488, 1034076.6857000003 1743477.1601, 1034078.5970999999 1743477.6838000007, 1034077.0844 1743479.4629999995, 1034080.7487000003 1743485.1040000003, 1034085.1350999996 1743497.5753000006, 1034089.1017000005 1743507.4408999998, 1034093.7615999999 1743529.8127999995, 1034094.7372000003 1743540.7951999996, 1034094.2687999997 1743557.5624000002, 1034094.9963999996 1743558.0316000003, 1034094.1789999995 1743567.1654000003, 1034096.2454000004 1743570.297700001, 1034098.4499000004 1743581.1204000004, 1034101.3157000002 1743586.483999999
8920140402015F02Q0101R0117금천제MULTILINESTRING ((1028564.2915000003 1736761.3133000005, 1028575.2821000004 1736744.3530000001, 1028582.4182000002 1736732.2521000002, 1028588.5175999999 1736720.3373000007, 1028593.0426000003 1736710.362400001, 1028597.1875999998 1736700.0282000005, 1028602.8694000002 1736682.4359000009, 1028606.0621999996 1736670.6829000004, 1028607.5121999998 1736664.0526, 1028610.7812000001 1736648.2602999993), (1028563.6730000004 1736762.0037999991, 1028554.9126000004 1736774.6180000007, 1028524.5959000001 1736819.0660999995, 1028499.4572000001 1736851.1886, 1028454.0318 1736903.3439000007, 1028452.8351999996 1736904.7448999994, 1028445.5818999996 1736913.0360000003, 1028443.3208999997 1736915.4991999995, 1028434.3974000001 1736925.1917000003, 1028427.2561999997 1736932.1937000006, 1028425.6009999998 1736933.7710999995, 1028423.3936000001 1736936.4187000003, 1028402.4381999997 1736965.0341999996, 1028387.7126000002 1736984.9080999997), (1028387.0864000004 1736985.8066000007, 1028372.6404999997 1737005.9069999997, 1028372
91020140402015F02Q0101R021상백제MULTILINESTRING ((1027174.9484999999 1733190.0969999991, 1027188.8114 1733208.6915000007, 1027202.3553999998 1733228.2578999996, 1027205.8828999996 1733232.6182000004, 1027212.4517999999 1733243.2480999995, 1027217.4774000002 1733251.5576000009, 1027222.6728999997 1733261.5875000004, 1027227.5968000004 1733272.5812999997, 1027233.4820999997 1733287.1777999997, 1027237.1338999998 1733294.990700001, 1027242.3137999997 1733306.2862999998), (1027218.1831 1733476.3183999993, 1027216.5475000003 1733467.4022000004, 1027215.0710000005 1733457.0798000004, 1027214.6618999997 1733446.057, 1027216.0953000002 1733430.6724999994, 1027216.8148999996 1733423.6260000002, 1027219.8290999997 1733398.2762000002, 1027221.8890000004 1733380.3311, 1027223.1851000004 1733369.6075, 1027223.7806000002 1733361.4166, 1027226.9556 1733344.5321999993))
공간아이디하천관리코드구분코드일련번호호안명공간정보
5389533120267802002F01Q0101R017주항제호안MULTILINESTRING ((1109459.4698 1700449.1349, 1109470.4144000001 1700472.5964000002, 1109471.7794000003 1700474.7562000006, 1109493.0330999997 1700472.5581999999, 1109497.1128000002 1700479.943, 1109497.4825999998 1700485.4507999998, 1109499.5429999996 1700488.1909999996, 1109450.6030000001 1700492.2180000003, 1109427.1624999996 1700485.2836000007, 1109399.4058999997 1700489.1484999992, 1109349.3586 1700497.9386, 1109287.8570999997 1700502.6572999991, 1109234.9130999995 1700511.1126000006, 1109158.1260000002 1700520.2949, 1109134.3400999997 1700523.1393, 1109100.6120999996 1700527.1725999992, 1109086.5291 1700531.0660999995, 1109065.5832000002 1700539.0473999996, 1109058.8469000002 1700542.4635000005, 1109051.636 1700547.3324999996, 1109044.0037000002 1700556.6831999999, 1109014.3979000002 1700593.3937999997, 1109004.2082000002 1700606.8620999996, 1108988.8531 1700623.0142, 1108976.9903999995 1700638.3400999997, 1108946.5350000001 1700677.6872000005, 1108922.6918000001 1700708.4911000002, 1108909.5733000003 17
5390533220267802002F01Q0101R018주항제호안MULTILINESTRING ((1109430.7205999997 1700447.8786999993, 1109432.1694 1700431.2711999994, 1109432.2679000003 1700418.3778000008, 1109428.9985999996 1700407.0102999993, 1109415.0740999999 1700370.2070000004, 1109413.7692999998 1700366.7584000006, 1109414.9956999999 1700366.1987999994, 1109414.7654 1700363.8226999994, 1109413.0378 1700355.2134000007, 1109411.5559 1700347.8278, 1109411.6155000003 1700346.731899999, 1109408.9888000004 1700344.4971999992, 1109402.5853000004 1700323.5954999998, 1109397.8159999996 1700322.7369999997, 1109396.6173999999 1700312.7052999996, 1109402.3055999996 1700300.8139999993, 1109411.2659 1700293.2783000004, 1109415.2443000004 1700291.3062999994, 1109416.3010999998 1700293.3208000008, 1109419.8139000004 1700291.5174000002, 1109418.8646 1700289.7073, 1109423.5466999998 1700289.3767000008, 1109424.2903000005 1700287.1723999996, 1109427.4786 1700283.5369000006, 1109428.4024999999 1700282.4267999995, 1109434.6479000002 1700269.6550999992, 1109446.5588999996 1700250.6093000006, 1109460.
5391534520267901995F01Q0101R037용강좌안2제호안MULTILINESTRING ((1104047.9870999996 1698054.7161999997, 1104061.2662000004 1698035.5766000003, 1104100.8399999999 1697999.7837000005, 1104140.4448999995 1697968.5142, 1104150.6903 1697966.7471999992, 1104173.1868000003 1697966.976399999, 1104218.2246000003 1697968.8518000003, 1104267.0938999997 1697977.0187999997, 1104287.0135000004 1697977.7499000002, 1104298.4970000004 1697976.7337999996, 1104313.3838999998 1697973.4693999998, 1104321.2758999998 1697970.2047000006, 1104323.9510000004 1697968.8485000003, 1104334.9742 1697961.6389000006, 1104360.1166000003 1697947.8695, 1104383.8008000003 1697935.9593000002, 1104395.6379000004 1697933.2366000004))
5392554520268700000F99Q9901R038생림좌안제호안MULTILINESTRING ((1121263.3721000003 1703463.6656999998, 1121250.1409 1703475.1875999998, 1121237.5963000003 1703488.2986999992, 1121214.9413 1703504.5888, 1121190.2429999998 1703515.1400000006, 1121181.0480000004 1703517.8880000003, 1121134.6489000004 1703517.853599999, 1121130.7669000002 1703517.6791999992))
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