Overview

Dataset statistics

Number of variables7
Number of observations4954
Missing cells3272
Missing cells (%)9.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory285.6 KiB
Average record size in memory59.0 B

Variable types

Numeric3
Text3
Categorical1

Dataset

Description공공데이터 중장기 개방계획에 따라 공개하는 경상남도 하천관리 시스템의 제방 현황입니다. 하천관리시스템의 제방현황 정보를 포함하고있습니다.
Author경상남도
URLhttps://www.data.go.kr/data/15093449/fileData.do

Alerts

구분번호 has 3272 (66.0%) missing valuesMissing
공간아이디 has unique valuesUnique

Reproduction

Analysis started2023-12-12 21:00:24.811773
Analysis finished2023-12-12 21:00:26.684044
Duration1.87 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

공간아이디
Real number (ℝ)

UNIQUE 

Distinct4954
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2500.6284
Minimum1
Maximum10490
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size43.7 KiB
2023-12-13T06:00:26.762250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile248.65
Q11239.25
median2477.5
Q33715.75
95-th percentile4706.35
Maximum10490
Range10489
Interquartile range (IQR)2476.5

Descriptive statistics

Standard deviation1492.0234
Coefficient of variation (CV)0.5966594
Kurtosis0.014665161
Mean2500.6284
Median Absolute Deviation (MAD)1238.5
Skewness0.30726133
Sum12388113
Variance2226133.9
MonotonicityNot monotonic
2023-12-13T06:00:26.883041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
3262 1
 
< 0.1%
3269 1
 
< 0.1%
3268 1
 
< 0.1%
3267 1
 
< 0.1%
3266 1
 
< 0.1%
3265 1
 
< 0.1%
3264 1
 
< 0.1%
3263 1
 
< 0.1%
3261 1
 
< 0.1%
Other values (4944) 4944
99.8%
ValueCountFrequency (%)
1 1
< 0.1%
2 1
< 0.1%
3 1
< 0.1%
4 1
< 0.1%
5 1
< 0.1%
6 1
< 0.1%
7 1
< 0.1%
8 1
< 0.1%
9 1
< 0.1%
10 1
< 0.1%
ValueCountFrequency (%)
10490 1
< 0.1%
10489 1
< 0.1%
10488 1
< 0.1%
10487 1
< 0.1%
8787 1
< 0.1%
8579 1
< 0.1%
8409 1
< 0.1%
8408 1
< 0.1%
8245 1
< 0.1%
8244 1
< 0.1%

하천관리코드
Text

Distinct266
Distinct (%)5.4%
Missing0
Missing (%)0.0%
Memory size38.8 KiB
2023-12-13T06:00:27.117153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters94126
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

Unique16 ?
Unique (%)0.3%

Sample

1st row20129502012F02Q0101
2nd row20129502012F02Q0101
3rd row20129502012F02Q0101
4th row20129502012F02Q0101
5th row20129502012F02Q0101
ValueCountFrequency (%)
20231102014f02q0101 158
 
3.2%
20228802004f01q0101 124
 
2.5%
20241502016f01q0101 122
 
2.5%
20247502013f01q0101 94
 
1.9%
20231502019f02q0101 75
 
1.5%
20250302004f02q0101 73
 
1.5%
20239602006f02q0101 69
 
1.4%
20238802016f02q0101 68
 
1.4%
20239202010f01q0101 68
 
1.4%
20225602019f02q0101 65
 
1.3%
Other values (256) 4038
81.5%
2023-12-13T06:00:27.555038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 32902
35.0%
1 18437
19.6%
2 18103
19.2%
F 4954
 
5.3%
Q 4954
 
5.3%
3 3412
 
3.6%
4 2948
 
3.1%
9 2317
 
2.5%
5 1733
 
1.8%
8 1658
 
1.8%
Other values (2) 2708
 
2.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 84218
89.5%
Uppercase Letter 9908
 
10.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 32902
39.1%
1 18437
21.9%
2 18103
21.5%
3 3412
 
4.1%
4 2948
 
3.5%
9 2317
 
2.8%
5 1733
 
2.1%
8 1658
 
2.0%
7 1407
 
1.7%
6 1301
 
1.5%
Uppercase Letter
ValueCountFrequency (%)
F 4954
50.0%
Q 4954
50.0%

Most occurring scripts

ValueCountFrequency (%)
Common 84218
89.5%
Latin 9908
 
10.5%

Most frequent character per script

Common
ValueCountFrequency (%)
0 32902
39.1%
1 18437
21.9%
2 18103
21.5%
3 3412
 
4.1%
4 2948
 
3.5%
9 2317
 
2.8%
5 1733
 
2.1%
8 1658
 
2.0%
7 1407
 
1.7%
6 1301
 
1.5%
Latin
ValueCountFrequency (%)
F 4954
50.0%
Q 4954
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 94126
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 32902
35.0%
1 18437
19.6%
2 18103
19.2%
F 4954
 
5.3%
Q 4954
 
5.3%
3 3412
 
3.6%
4 2948
 
3.1%
9 2317
 
2.5%
5 1733
 
1.8%
8 1658
 
1.8%
Other values (2) 2708
 
2.9%

구분코드
Categorical

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size38.8 KiB
B01
2826 
B02
1726 
B03
385 
B99
 
17

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowB01
2nd rowB01
3rd rowB01
4th rowB01
5th rowB01

Common Values

ValueCountFrequency (%)
B01 2826
57.0%
B02 1726
34.8%
B03 385
 
7.8%
B99 17
 
0.3%

Length

2023-12-13T06:00:27.738318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:00:27.877879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
b01 2826
57.0%
b02 1726
34.8%
b03 385
 
7.8%
b99 17
 
0.3%

일련번호
Real number (ℝ)

Distinct522
Distinct (%)10.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45.105168
Minimum1
Maximum585
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size43.7 KiB
2023-12-13T06:00:28.009841image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q15
median10
Q323
95-th percentile278.35
Maximum585
Range584
Interquartile range (IQR)18

Descriptive statistics

Standard deviation105.13112
Coefficient of variation (CV)2.3307999
Kurtosis11.512915
Mean45.105168
Median Absolute Deviation (MAD)7
Skewness3.4480065
Sum223451
Variance11052.553
MonotonicityNot monotonic
2023-12-13T06:00:28.181688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 360
 
7.3%
2 344
 
6.9%
3 289
 
5.8%
5 264
 
5.3%
4 236
 
4.8%
6 235
 
4.7%
7 231
 
4.7%
9 202
 
4.1%
10 172
 
3.5%
8 172
 
3.5%
Other values (512) 2449
49.4%
ValueCountFrequency (%)
1 360
7.3%
2 344
6.9%
3 289
5.8%
4 236
4.8%
5 264
5.3%
6 235
4.7%
7 231
4.7%
8 172
3.5%
9 202
4.1%
10 172
3.5%
ValueCountFrequency (%)
585 1
< 0.1%
584 1
< 0.1%
583 1
< 0.1%
582 1
< 0.1%
581 1
< 0.1%
580 1
< 0.1%
579 1
< 0.1%
578 1
< 0.1%
577 1
< 0.1%
576 1
< 0.1%

구분번호
Real number (ℝ)

MISSING 

Distinct31
Distinct (%)1.8%
Missing3272
Missing (%)66.0%
Infinite0
Infinite (%)0.0%
Mean4.0939358
Minimum1
Maximum31
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size43.7 KiB
2023-12-13T06:00:28.350392image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q35
95-th percentile13
Maximum31
Range30
Interquartile range (IQR)3

Descriptive statistics

Standard deviation4.2617482
Coefficient of variation (CV)1.0409905
Kurtosis7.22165
Mean4.0939358
Median Absolute Deviation (MAD)2
Skewness2.452149
Sum6886
Variance18.162497
MonotonicityNot monotonic
2023-12-13T06:00:28.470799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
1 420
 
8.5%
2 417
 
8.4%
3 245
 
4.9%
4 154
 
3.1%
5 88
 
1.8%
6 66
 
1.3%
7 50
 
1.0%
8 40
 
0.8%
9 31
 
0.6%
10 28
 
0.6%
Other values (21) 143
 
2.9%
(Missing) 3272
66.0%
ValueCountFrequency (%)
1 420
8.5%
2 417
8.4%
3 245
4.9%
4 154
 
3.1%
5 88
 
1.8%
6 66
 
1.3%
7 50
 
1.0%
8 40
 
0.8%
9 31
 
0.6%
10 28
 
0.6%
ValueCountFrequency (%)
31 1
< 0.1%
30 1
< 0.1%
29 1
< 0.1%
28 1
< 0.1%
27 1
< 0.1%
26 1
< 0.1%
25 2
< 0.1%
24 2
< 0.1%
23 2
< 0.1%
22 2
< 0.1%

제방명
Text

Distinct2846
Distinct (%)57.4%
Missing0
Missing (%)0.0%
Memory size38.8 KiB
2023-12-13T06:00:28.755368image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length10
Mean length5.2067017
Min length2

Characters and Unicode

Total characters25794
Distinct characters232
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2207 ?
Unique (%)44.5%

Sample

1st row대동제좌
2nd row대평제우
3rd row중앙제좌
4th row김천제우
5th row상림제좌
ValueCountFrequency (%)
무제부 152
 
3.0%
계수천 126
 
2.5%
단계천 93
 
1.9%
평지천_무제 68
 
1.4%
퇴산천_무제 37
 
0.7%
유제부 36
 
0.7%
와초우2지구 25
 
0.5%
죽산천 21
 
0.4%
하신좌1지구 21
 
0.4%
신아좌2제 18
 
0.4%
Other values (2842) 4406
88.1%
2023-12-13T06:00:29.227097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
제 2715
 
10.5%
지 2156
 
8.4%
구 2132
 
8.3%
1 1524
 
5.9%
좌 1302
 
5.0%
우 1276
 
4.9%
2 1191
 
4.6%
안 1079
 
4.2%
3 634
 
2.5%
천 603
 
2.3%
Other values (222) 11182
43.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 21333
82.7%
Decimal Number 4275
 
16.6%
Connector Punctuation 119
 
0.5%
Space Separator 49
 
0.2%
Open Punctuation 6
 
< 0.1%
Close Punctuation 6
 
< 0.1%
Other Punctuation 3
 
< 0.1%
Other Number 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
제 2715
 
12.7%
지 2156
 
10.1%
구 2132
 
10.0%
좌 1302
 
6.1%
우 1276
 
6.0%
안 1079
 
5.1%
천 603
 
2.8%
산 571
 
2.7%
축 547
 
2.6%
곡 381
 
1.8%
Other values (205) 8571
40.2%
Decimal Number
ValueCountFrequency (%)
1 1524
35.6%
2 1191
27.9%
3 634
14.8%
4 323
 
7.6%
5 235
 
5.5%
6 154
 
3.6%
7 108
 
2.5%
8 55
 
1.3%
9 32
 
0.7%
0 19
 
0.4%
Other Number
ValueCountFrequency (%)
② 2
66.7%
① 1
33.3%
Connector Punctuation
ValueCountFrequency (%)
_ 119
100.0%
Space Separator
ValueCountFrequency (%)
49
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%
Other Punctuation
ValueCountFrequency (%)
, 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 21333
82.7%
Common 4461
 
17.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
제 2715
 
12.7%
지 2156
 
10.1%
구 2132
 
10.0%
좌 1302
 
6.1%
우 1276
 
6.0%
안 1079
 
5.1%
천 603
 
2.8%
산 571
 
2.7%
축 547
 
2.6%
곡 381
 
1.8%
Other values (205) 8571
40.2%
Common
ValueCountFrequency (%)
1 1524
34.2%
2 1191
26.7%
3 634
14.2%
4 323
 
7.2%
5 235
 
5.3%
6 154
 
3.5%
_ 119
 
2.7%
7 108
 
2.4%
8 55
 
1.2%
49
 
1.1%
Other values (7) 69
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 21333
82.7%
ASCII 4458
 
17.3%
Enclosed Alphanum 3
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
제 2715
 
12.7%
지 2156
 
10.1%
구 2132
 
10.0%
좌 1302
 
6.1%
우 1276
 
6.0%
안 1079
 
5.1%
천 603
 
2.8%
산 571
 
2.7%
축 547
 
2.6%
곡 381
 
1.8%
Other values (205) 8571
40.2%
ASCII
ValueCountFrequency (%)
1 1524
34.2%
2 1191
26.7%
3 634
14.2%
4 323
 
7.2%
5 235
 
5.3%
6 154
 
3.5%
_ 119
 
2.7%
7 108
 
2.4%
8 55
 
1.2%
49
 
1.1%
Other values (5) 66
 
1.5%
Enclosed Alphanum
ValueCountFrequency (%)
② 2
66.7%
① 1
33.3%

공간정보
Text

Distinct4919
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Memory size38.8 KiB
2023-12-13T06:00:29.860058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length1022
Mean length735.38736
Min length77

Characters and Unicode

Total characters3643109
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

Unique4884 ?
Unique (%)98.6%

Sample

1st rowMULTILINESTRING ((1037616.2107999995 1743361.9767000005, 1037624.1096000001 1743366.9332999997, 1037676.8858000003 1743386.9618999995, 1037679.4252000004 1743387.9941000007, 1037680.2807 1743387.6428999994, 1037680.1288000001 1743387.2730999999, 1037697.0066999998 1743394.5577000007, 1037696.8713999996 1743394.8253000006, 1037697.4966000002 1743395.1418999992, 1037704.7626 1743398.4429000001, 1037726.6852000002 1743412.0127000008, 1037726.8430000003 1743411.7575000003, 1037728.6624999996 1743412.5932, 1037758.0143999998 1743425.2991000004, 1037794.8539000005 1743442.0884000007, 1037798.5542000001 1743443.7887999993, 1037799.0643999996 1743444.1195999999, 1037802.1233000001 1743445.5384999998, 1037825.1020999998 1743455.9878000002, 1037865.2401 1743474.0419999994, 1037869.7432000004 1743476.0123999994, 1037876.9411000004 1743479.4233, 1037907.3295 1743493.1184999999, 1037909.3114 1743493.9362000003, 1037924.4963999996 1743501.0450999998, 1037962.4496999998 1743518.1581999995, 1037987.0122999996 1743529.4904999
2nd rowMULTILINESTRING ((1037513.5310000004 1743193.6426999997, 1037516.0175999999 1743194.6278000008, 1037589.1912000002 1743222.9820000008, 1037612.2407999998 1743231.9508999996, 1037710.6518000001 1743270.0892999992, 1037727.2615 1743276.671599999, 1037744.1760999998 1743283.9049999993, 1037777.3946000002 1743302.6311000008, 1037779.5295000002 1743303.6972000003, 1037784.1864 1743305.9824, 1037796.1933000004 1743311.3746000007, 1037815.9376999997 1743320.6437999997, 1037835.2022000002 1743329.5088, 1037853.3892000001 1743337.8652999997, 1037854.6832999997 1743338.4847999997, 1037863.4312000005 1743342.6524, 1037865.5782000003 1743343.6309999991, 1037922.3756999997 1743370.0352999996, 1037929.0769999996 1743373.041099999, 1037962.9068999998 1743388.7215999998, 1037971.8245000001 1743392.9565999992, 1038034.4674000004 1743421.8627000004, 1038045.1692000004 1743427.0927000009, 1038047.3646 1743427.9839999992, 1038053.0219 1743430.6918000001, 1038066.3898999998 1743437.0902999993, 1038095.9758000001 1743451.035299999
3rd rowMULTILINESTRING ((1037218.1490000002 1743212.6382, 1037229.0088999998 1743216.4925999995, 1037229.4144000001 1743216.6366000008, 1037230.5197000001 1743218.8728, 1037256.1123000002 1743227.5884000007, 1037258.6131999996 1743228.5792999994, 1037292.5617000004 1743241.7164999992, 1037359.3206000002 1743266.2778999992, 1037376.1228999998 1743272.8899000008, 1037376.2653000001 1743273.3686999995, 1037387.2876000004 1743278.3619, 1037388.1846000003 1743278.0997000001, 1037389.7252000002 1743278.384299999, 1037424.3388999999 1743291.1985999998, 1037512.3047000002 1743324.7983999997, 1037544.5158000002 1743337.0034999996, 1037545.3874000004 1743337.7621, 1037559.0261000004 1743342.7074999996, 1037559.2286999999 1743342.4991999995, 1037604.2775999997 1743359.409, 1037604.3731000004 1743359.7552000005, 1037607.1701999996 1743359.2105, 1037609.9491999997 1743358.8903, 1037611.6224999996 1743359.0975000001, 1037616.2107999995 1743361.9767000005))
4th rowMULTILINESTRING ((1036950.7824999997 1743065.2587000001, 1037021.7841999996 1743071.5405000001, 1037042.2390000001 1743073.3892, 1037203.8710000003 1743087.4535000008, 1037212.8526999997 1743088.2836000007, 1037224.8542 1743089.5945999995, 1037236.9845000003 1743091.077299999, 1037244.0373 1743092.2554000001, 1037244.0097000003 1743093.2737000007, 1037245.7423 1743093.534, 1037246.8786000004 1743095.6327999998, 1037269.1178000001 1743103.3358999994, 1037272.0960999997 1743101.889799999, 1037273.0273000002 1743101.4375999998, 1037276.9515000004 1743101.7785999998, 1037306.5438999999 1743113.2865999993, 1037308.8694000002 1743115.1097, 1037309.5438999999 1743114.4527000003, 1037311.8874000004 1743115.3717, 1037327.0378 1743121.3132000007, 1037330.0504000001 1743122.4400999993, 1037331.7276999997 1743123.0384999998, 1037346.8305000002 1743128.8099000007, 1037396.5140000004 1743148.1377000008, 1037497.3620999996 1743187.2389000002, 1037513.5310000004 1743193.6426999997))
5th rowMULTILINESTRING ((1035263.1821999997 1743546.7905000001, 1035264.3096000003 1743546.3472000007, 1035292.6708000004 1743535.2904000003, 1035293.0679000001 1743534.3282999992, 1035306.2487000003 1743528.3241000008, 1035312.6311999997 1743522.5549999997, 1035317.1690999996 1743514.708900001, 1035354.7001 1743494.5054000001, 1035393.3892000001 1743474.4649, 1035434.6930999998 1743454.2324, 1035472.0702999998 1743435.1173999999, 1035512.8563999999 1743414.3888000008, 1035560.3184000002 1743389.0241999999, 1035599.3097999999 1743366.7175999992, 1035646.8148999996 1743332.6229999997, 1035687.7171999998 1743296.582800001, 1035703.2725 1743284.3863999993, 1035750.6974999998 1743249.3783, 1035785.1003 1743224.6973, 1035800.2801999999 1743214.9025999997, 1035834.9495999999 1743195.2257000003, 1035863.7750000004 1743180.2035000008, 1035925.4965000004 1743151.5535000004, 1035979.1692000004 1743126.0495999996, 1035987.3362999996 1743122.3872999996, 1035992.3115999997 1743120.2709999997, 1035992.7953000003 1743121.581800000
ValueCountFrequency (%)
multilinestring 4954
 
2.5%
1 101
 
0.1%
10 79
 
< 0.1%
17 62
 
< 0.1%
103 26
 
< 0.1%
104 24
 
< 0.1%
173 22
 
< 0.1%
171 19
 
< 0.1%
172 16
 
< 0.1%
174 11
 
< 0.1%
Other values (182880) 192543
97.3%
2023-12-13T06:00:30.594588image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 655983
18.0%
9 572029
15.7%
1 378204
10.4%
7 272677
7.5%
3 222820
 
6.1%
4 207278
 
5.7%
2 203733
 
5.6%
192990
 
5.3%
. 192014
 
5.3%
5 191703
 
5.3%
Other values (15) 553678
15.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3076646
84.5%
Other Punctuation 284133
 
7.8%
Space Separator 192990
 
5.3%
Uppercase Letter 74310
 
2.0%
Open Punctuation 9908
 
0.3%
Close Punctuation 5122
 
0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 655983
21.3%
9 572029
18.6%
1 378204
12.3%
7 272677
8.9%
3 222820
 
7.2%
4 207278
 
6.7%
2 203733
 
6.6%
5 191703
 
6.2%
6 188669
 
6.1%
8 183550
 
6.0%
Uppercase Letter
ValueCountFrequency (%)
I 14862
20.0%
N 9908
13.3%
T 9908
13.3%
L 9908
13.3%
U 4954
 
6.7%
G 4954
 
6.7%
R 4954
 
6.7%
S 4954
 
6.7%
E 4954
 
6.7%
M 4954
 
6.7%
Other Punctuation
ValueCountFrequency (%)
. 192014
67.6%
, 92119
32.4%
Space Separator
ValueCountFrequency (%)
192990
100.0%
Open Punctuation
ValueCountFrequency (%)
( 9908
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5122
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3568799
98.0%
Latin 74310
 
2.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 655983
18.4%
9 572029
16.0%
1 378204
10.6%
7 272677
7.6%
3 222820
 
6.2%
4 207278
 
5.8%
2 203733
 
5.7%
192990
 
5.4%
. 192014
 
5.4%
5 191703
 
5.4%
Other values (5) 479368
13.4%
Latin
ValueCountFrequency (%)
I 14862
20.0%
N 9908
13.3%
T 9908
13.3%
L 9908
13.3%
U 4954
 
6.7%
G 4954
 
6.7%
R 4954
 
6.7%
S 4954
 
6.7%
E 4954
 
6.7%
M 4954
 
6.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3643109
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 655983
18.0%
9 572029
15.7%
1 378204
10.4%
7 272677
7.5%
3 222820
 
6.1%
4 207278
 
5.7%
2 203733
 
5.6%
192990
 
5.3%
. 192014
 
5.3%
5 191703
 
5.3%
Other values (15) 553678
15.2%

Interactions

2023-12-13T06:00:26.259613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:00:25.804886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:00:26.012824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:00:26.332649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:00:25.869031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:00:26.105195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:00:26.418412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:00:25.939339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:00:26.185645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T06:00:30.684058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디구분코드일련번호구분번호
공간아이디1.0000.2080.5690.434
구분코드0.2081.0000.3320.209
일련번호0.5690.3321.0000.000
구분번호0.4340.2090.0001.000
2023-12-13T06:00:30.772006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디일련번호구분번호구분코드
공간아이디1.000-0.2230.1960.126
일련번호-0.2231.000-0.2650.204
구분번호0.196-0.2651.0000.119
구분코드0.1260.2040.1191.000

Missing values

2023-12-13T06:00:26.537254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T06:00:26.631235image/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

공간아이디하천관리코드구분코드일련번호구분번호제방명공간정보
0120129502012F02Q0101B011<NA>대동제좌MULTILINESTRING ((1037616.2107999995 1743361.9767000005, 1037624.1096000001 1743366.9332999997, 1037676.8858000003 1743386.9618999995, 1037679.4252000004 1743387.9941000007, 1037680.2807 1743387.6428999994, 1037680.1288000001 1743387.2730999999, 1037697.0066999998 1743394.5577000007, 1037696.8713999996 1743394.8253000006, 1037697.4966000002 1743395.1418999992, 1037704.7626 1743398.4429000001, 1037726.6852000002 1743412.0127000008, 1037726.8430000003 1743411.7575000003, 1037728.6624999996 1743412.5932, 1037758.0143999998 1743425.2991000004, 1037794.8539000005 1743442.0884000007, 1037798.5542000001 1743443.7887999993, 1037799.0643999996 1743444.1195999999, 1037802.1233000001 1743445.5384999998, 1037825.1020999998 1743455.9878000002, 1037865.2401 1743474.0419999994, 1037869.7432000004 1743476.0123999994, 1037876.9411000004 1743479.4233, 1037907.3295 1743493.1184999999, 1037909.3114 1743493.9362000003, 1037924.4963999996 1743501.0450999998, 1037962.4496999998 1743518.1581999995, 1037987.0122999996 1743529.4904999
1220129502012F02Q0101B012<NA>대평제우MULTILINESTRING ((1037513.5310000004 1743193.6426999997, 1037516.0175999999 1743194.6278000008, 1037589.1912000002 1743222.9820000008, 1037612.2407999998 1743231.9508999996, 1037710.6518000001 1743270.0892999992, 1037727.2615 1743276.671599999, 1037744.1760999998 1743283.9049999993, 1037777.3946000002 1743302.6311000008, 1037779.5295000002 1743303.6972000003, 1037784.1864 1743305.9824, 1037796.1933000004 1743311.3746000007, 1037815.9376999997 1743320.6437999997, 1037835.2022000002 1743329.5088, 1037853.3892000001 1743337.8652999997, 1037854.6832999997 1743338.4847999997, 1037863.4312000005 1743342.6524, 1037865.5782000003 1743343.6309999991, 1037922.3756999997 1743370.0352999996, 1037929.0769999996 1743373.041099999, 1037962.9068999998 1743388.7215999998, 1037971.8245000001 1743392.9565999992, 1038034.4674000004 1743421.8627000004, 1038045.1692000004 1743427.0927000009, 1038047.3646 1743427.9839999992, 1038053.0219 1743430.6918000001, 1038066.3898999998 1743437.0902999993, 1038095.9758000001 1743451.035299999
2320129502012F02Q0101B013<NA>중앙제좌MULTILINESTRING ((1037218.1490000002 1743212.6382, 1037229.0088999998 1743216.4925999995, 1037229.4144000001 1743216.6366000008, 1037230.5197000001 1743218.8728, 1037256.1123000002 1743227.5884000007, 1037258.6131999996 1743228.5792999994, 1037292.5617000004 1743241.7164999992, 1037359.3206000002 1743266.2778999992, 1037376.1228999998 1743272.8899000008, 1037376.2653000001 1743273.3686999995, 1037387.2876000004 1743278.3619, 1037388.1846000003 1743278.0997000001, 1037389.7252000002 1743278.384299999, 1037424.3388999999 1743291.1985999998, 1037512.3047000002 1743324.7983999997, 1037544.5158000002 1743337.0034999996, 1037545.3874000004 1743337.7621, 1037559.0261000004 1743342.7074999996, 1037559.2286999999 1743342.4991999995, 1037604.2775999997 1743359.409, 1037604.3731000004 1743359.7552000005, 1037607.1701999996 1743359.2105, 1037609.9491999997 1743358.8903, 1037611.6224999996 1743359.0975000001, 1037616.2107999995 1743361.9767000005))
3420129502012F02Q0101B014<NA>김천제우MULTILINESTRING ((1036950.7824999997 1743065.2587000001, 1037021.7841999996 1743071.5405000001, 1037042.2390000001 1743073.3892, 1037203.8710000003 1743087.4535000008, 1037212.8526999997 1743088.2836000007, 1037224.8542 1743089.5945999995, 1037236.9845000003 1743091.077299999, 1037244.0373 1743092.2554000001, 1037244.0097000003 1743093.2737000007, 1037245.7423 1743093.534, 1037246.8786000004 1743095.6327999998, 1037269.1178000001 1743103.3358999994, 1037272.0960999997 1743101.889799999, 1037273.0273000002 1743101.4375999998, 1037276.9515000004 1743101.7785999998, 1037306.5438999999 1743113.2865999993, 1037308.8694000002 1743115.1097, 1037309.5438999999 1743114.4527000003, 1037311.8874000004 1743115.3717, 1037327.0378 1743121.3132000007, 1037330.0504000001 1743122.4400999993, 1037331.7276999997 1743123.0384999998, 1037346.8305000002 1743128.8099000007, 1037396.5140000004 1743148.1377000008, 1037497.3620999996 1743187.2389000002, 1037513.5310000004 1743193.6426999997))
4520129502012F02Q0101B015<NA>상림제좌MULTILINESTRING ((1035263.1821999997 1743546.7905000001, 1035264.3096000003 1743546.3472000007, 1035292.6708000004 1743535.2904000003, 1035293.0679000001 1743534.3282999992, 1035306.2487000003 1743528.3241000008, 1035312.6311999997 1743522.5549999997, 1035317.1690999996 1743514.708900001, 1035354.7001 1743494.5054000001, 1035393.3892000001 1743474.4649, 1035434.6930999998 1743454.2324, 1035472.0702999998 1743435.1173999999, 1035512.8563999999 1743414.3888000008, 1035560.3184000002 1743389.0241999999, 1035599.3097999999 1743366.7175999992, 1035646.8148999996 1743332.6229999997, 1035687.7171999998 1743296.582800001, 1035703.2725 1743284.3863999993, 1035750.6974999998 1743249.3783, 1035785.1003 1743224.6973, 1035800.2801999999 1743214.9025999997, 1035834.9495999999 1743195.2257000003, 1035863.7750000004 1743180.2035000008, 1035925.4965000004 1743151.5535000004, 1035979.1692000004 1743126.0495999996, 1035987.3362999996 1743122.3872999996, 1035992.3115999997 1743120.2709999997, 1035992.7953000003 1743121.581800000
5620129502012F02Q0101B016<NA>송정제우MULTILINESTRING ((1035217.8124000002 1743461.9701000005, 1035240.7364999996 1743447.8915999997, 1035246.8252999997 1743445.2698, 1035269.7558000004 1743428.4334999993, 1035278.5948000001 1743423.4936999995, 1035288.3746999996 1743416.4524000008, 1035320.1468000002 1743395.1460999995, 1035331.7834000001 1743386.8914, 1035370.3734999998 1743359.5409999993, 1035403.6136999996 1743335.9726999998, 1035406.8192999996 1743333.7460999992, 1035435.9023000002 1743313.382099999, 1035466.1907000002 1743291.6413000003, 1035492.3901000004 1743271.9680000003, 1035519.1841000002 1743251.7301000003, 1035543.2861000001 1743234.693, 1035544.7081000004 1743234.4657000005, 1035556.8536 1743228.6150000002, 1035558.7326999996 1743227.6410000008, 1035560.5856999997 1743226.6118, 1035609.6540999999 1743196.9531999994, 1035614.8266000003 1743194.4077000003, 1035638.0537999999 1743180.3988000005, 1035653.1633000001 1743168.1350999996, 1035653.9833000004 1743166.8169999998, 1035677.4175000004 1743153.9627999999, 1035705.9556999998 17431
61820140402015F02Q0101B014<NA>안의1제MULTILINESTRING ((1028269.9157999996 1735878.9978, 1028262.5887000002 1735867.8769000005, 1028237.7319999998 1735806.5237000007, 1028218.8048 1735748.4146999996, 1028211.8702999996 1735722.2367000002, 1028198.7199999997 1735674.304300001))
71920140402015F02Q0101B0151안의2제MULTILINESTRING ((1028302.5634000003 1735930.5671999995, 1028306.0904000001 1735936.4876000006, 1028310.6664000005 1735943.5342999995, 1028315.5833999999 1735950.3133000005, 1028324.5691999998 1735963.4130000006, 1028335.8175999997 1735979.511, 1028350.4145 1735999.4218000006, 1028363.3617000002 1736018.7772000004, 1028375.7242 1736036.7589999996, 1028386.2686000001 1736051.0834, 1028396.1648000004 1736064.481899999, 1028401.3422999997 1736074.2366000004, 1028407.5839 1736082.5818000007, 1028417.9956 1736101.2035000008, 1028422.6688999999 1736109.7665))
84120140402015F02Q0101B01173금천제MULTILINESTRING ((1028499.5756999999 1736851.2806000002, 1028524.5959000001 1736819.0660999995, 1028525.2626 1736818.0889999997, 1028554.9126000004 1736774.6180000007, 1028563.6730000004 1736762.0037999991))
94220140402015F02Q0101B01174금천제MULTILINESTRING ((1028387.0864000004 1736985.8066000007, 1028372.6404999997 1737005.9069999997, 1028372.3438999997 1737006.5053000003, 1028372.5045999996 1737006.8751999997, 1028372.6473000003 1737008.895300001, 1028372.9978999998 1737013.8586999997))
공간아이디하천관리코드구분코드일련번호구분번호제방명공간정보
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