Overview

Dataset statistics

Number of variables7
Number of observations4872
Missing cells3211
Missing cells (%)9.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory280.8 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://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15093449

Alerts

구분번호 has 3211 (65.9%) missing valuesMissing
공간아이디 has unique valuesUnique

Reproduction

Analysis started2023-12-10 23:24:53.747438
Analysis finished2023-12-10 23:24:55.557961
Duration1.81 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

공간아이디
Real number (ℝ)

UNIQUE 

Distinct4872
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2456.0895
Minimum1
Maximum10488
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size42.9 KiB
2023-12-11T08:24:55.624035image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile244.55
Q11218.75
median2436.5
Q33654.25
95-th percentile4628.45
Maximum10488
Range10487
Interquartile range (IQR)2435.5

Descriptive statistics

Standard deviation1457.688
Coefficient of variation (CV)0.59349954
Kurtosis-0.24692741
Mean2456.0895
Median Absolute Deviation (MAD)1218
Skewness0.25145924
Sum11966068
Variance2124854.3
MonotonicityNot monotonic
2023-12-11T08:24:55.749725image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
< 0.1%
3332 1
 
< 0.1%
3221 1
 
< 0.1%
3220 1
 
< 0.1%
3219 1
 
< 0.1%
3218 1
 
< 0.1%
3217 1
 
< 0.1%
3216 1
 
< 0.1%
3215 1
 
< 0.1%
3211 1
 
< 0.1%
Other values (4862) 4862
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 (%)
10488 1
< 0.1%
10487 1
< 0.1%
8579 1
< 0.1%
8408 1
< 0.1%
8245 1
< 0.1%
8244 1
< 0.1%
8243 1
< 0.1%
8242 1
< 0.1%
8241 1
< 0.1%
8240 1
< 0.1%

하천관리코드
Text

Distinct255
Distinct (%)5.2%
Missing0
Missing (%)0.0%
Memory size38.2 KiB
2023-12-11T08:24:55.958378image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters92568
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

Unique13 ?
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 (245) 3956
81.2%
2023-12-11T08:24:56.284569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 32367
35.0%
1 18121
19.6%
2 17866
19.3%
F 4872
 
5.3%
Q 4872
 
5.3%
3 3366
 
3.6%
4 2915
 
3.1%
9 2259
 
2.4%
8 1633
 
1.8%
5 1620
 
1.8%
Other values (2) 2677
 
2.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 82824
89.5%
Uppercase Letter 9744
 
10.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 32367
39.1%
1 18121
21.9%
2 17866
21.6%
3 3366
 
4.1%
4 2915
 
3.5%
9 2259
 
2.7%
8 1633
 
2.0%
5 1620
 
2.0%
7 1383
 
1.7%
6 1294
 
1.6%
Uppercase Letter
ValueCountFrequency (%)
F 4872
50.0%
Q 4872
50.0%

Most occurring scripts

ValueCountFrequency (%)
Common 82824
89.5%
Latin 9744
 
10.5%

Most frequent character per script

Common
ValueCountFrequency (%)
0 32367
39.1%
1 18121
21.9%
2 17866
21.6%
3 3366
 
4.1%
4 2915
 
3.5%
9 2259
 
2.7%
8 1633
 
2.0%
5 1620
 
2.0%
7 1383
 
1.7%
6 1294
 
1.6%
Latin
ValueCountFrequency (%)
F 4872
50.0%
Q 4872
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 92568
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 32367
35.0%
1 18121
19.6%
2 17866
19.3%
F 4872
 
5.3%
Q 4872
 
5.3%
3 3366
 
3.6%
4 2915
 
3.1%
9 2259
 
2.4%
8 1633
 
1.8%
5 1620
 
1.8%
Other values (2) 2677
 
2.9%

구분코드
Categorical

Distinct4
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size38.2 KiB
B01
2780 
B02
1694 
B03
381 
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 2780
57.1%
B02 1694
34.8%
B03 381
 
7.8%
B99 17
 
0.3%

Length

2023-12-11T08:24:56.429752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:24:56.890691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
b01 2780
57.1%
b02 1694
34.8%
b03 381
 
7.8%
b99 17
 
0.3%

일련번호
Real number (ℝ)

Distinct522
Distinct (%)10.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45.749179
Minimum1
Maximum585
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size42.9 KiB
2023-12-11T08:24:57.030627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q15
median10
Q323
95-th percentile301.45
Maximum585
Range584
Interquartile range (IQR)18

Descriptive statistics

Standard deviation105.89214
Coefficient of variation (CV)2.3146238
Kurtosis11.25415
Mean45.749179
Median Absolute Deviation (MAD)7
Skewness3.4136054
Sum222890
Variance11213.145
MonotonicityNot monotonic
2023-12-11T08:24:57.199427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 350
 
7.2%
2 336
 
6.9%
3 280
 
5.7%
5 259
 
5.3%
6 231
 
4.7%
4 228
 
4.7%
7 225
 
4.6%
9 197
 
4.0%
10 168
 
3.4%
8 167
 
3.4%
Other values (512) 2431
49.9%
ValueCountFrequency (%)
1 350
7.2%
2 336
6.9%
3 280
5.7%
4 228
4.7%
5 259
5.3%
6 231
4.7%
7 225
4.6%
8 167
3.4%
9 197
4.0%
10 168
3.4%
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 (%)1.9%
Missing3211
Missing (%)65.9%
Infinite0
Infinite (%)0.0%
Mean4.1083685
Minimum1
Maximum31
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size42.9 KiB
2023-12-11T08:24:57.381695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q35
95-th percentile14
Maximum31
Range30
Interquartile range (IQR)3

Descriptive statistics

Standard deviation4.2784479
Coefficient of variation (CV)1.0413983
Kurtosis7.1550629
Mean4.1083685
Median Absolute Deviation (MAD)2
Skewness2.4448662
Sum6824
Variance18.305117
MonotonicityNot monotonic
2023-12-11T08:24:57.537428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
1 413
 
8.5%
2 411
 
8.4%
3 242
 
5.0%
4 153
 
3.1%
5 88
 
1.8%
6 66
 
1.4%
7 48
 
1.0%
8 38
 
0.8%
9 31
 
0.6%
10 28
 
0.6%
Other values (21) 143
 
2.9%
(Missing) 3211
65.9%
ValueCountFrequency (%)
1 413
8.5%
2 411
8.4%
3 242
5.0%
4 153
 
3.1%
5 88
 
1.8%
6 66
 
1.4%
7 48
 
1.0%
8 38
 
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

Distinct2779
Distinct (%)57.0%
Missing0
Missing (%)0.0%
Memory size38.2 KiB
2023-12-11T08:24:57.897960image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length10
Mean length5.1962233
Min length2

Characters and Unicode

Total characters25316
Distinct characters230
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

Unique2152 ?
Unique (%)44.2%

Sample

1st row대동제좌
2nd row대평제우
3rd row중앙제좌
4th row김천제우
5th row상림제좌
ValueCountFrequency (%)
무제부 152
 
3.1%
계수천 126
 
2.6%
단계천 93
 
1.9%
평지천_무제 68
 
1.4%
퇴산천_무제 37
 
0.8%
유제부 36
 
0.7%
와초우2지구 25
 
0.5%
죽산천 21
 
0.4%
하신좌1지구 21
 
0.4%
신아좌2제 18
 
0.4%
Other values (2775) 4324
87.9%
2023-12-11T08:24:58.440386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
제 2670
 
10.5%
지 2109
 
8.3%
구 2090
 
8.3%
1 1475
 
5.8%
좌 1277
 
5.0%
우 1258
 
5.0%
2 1153
 
4.6%
안 1042
 
4.1%
3 626
 
2.5%
천 603
 
2.4%
Other values (220) 11013
43.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 20959
82.8%
Decimal Number 4171
 
16.5%
Connector Punctuation 119
 
0.5%
Space Separator 49
 
0.2%
Close Punctuation 6
 
< 0.1%
Open Punctuation 6
 
< 0.1%
Other Punctuation 3
 
< 0.1%
Other Number 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
제 2670
 
12.7%
지 2109
 
10.1%
구 2090
 
10.0%
좌 1277
 
6.1%
우 1258
 
6.0%
안 1042
 
5.0%
천 603
 
2.9%
산 547
 
2.6%
축 547
 
2.6%
곡 365
 
1.7%
Other values (203) 8451
40.3%
Decimal Number
ValueCountFrequency (%)
1 1475
35.4%
2 1153
27.6%
3 626
15.0%
4 318
 
7.6%
5 233
 
5.6%
6 153
 
3.7%
7 107
 
2.6%
8 55
 
1.3%
9 32
 
0.8%
0 19
 
0.5%
Other Number
ValueCountFrequency (%)
② 2
66.7%
① 1
33.3%
Connector Punctuation
ValueCountFrequency (%)
_ 119
100.0%
Space Separator
ValueCountFrequency (%)
49
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Other Punctuation
ValueCountFrequency (%)
, 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 20959
82.8%
Common 4357
 
17.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
제 2670
 
12.7%
지 2109
 
10.1%
구 2090
 
10.0%
좌 1277
 
6.1%
우 1258
 
6.0%
안 1042
 
5.0%
천 603
 
2.9%
산 547
 
2.6%
축 547
 
2.6%
곡 365
 
1.7%
Other values (203) 8451
40.3%
Common
ValueCountFrequency (%)
1 1475
33.9%
2 1153
26.5%
3 626
14.4%
4 318
 
7.3%
5 233
 
5.3%
6 153
 
3.5%
_ 119
 
2.7%
7 107
 
2.5%
8 55
 
1.3%
49
 
1.1%
Other values (7) 69
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 20959
82.8%
ASCII 4354
 
17.2%
Enclosed Alphanum 3
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
제 2670
 
12.7%
지 2109
 
10.1%
구 2090
 
10.0%
좌 1277
 
6.1%
우 1258
 
6.0%
안 1042
 
5.0%
천 603
 
2.9%
산 547
 
2.6%
축 547
 
2.6%
곡 365
 
1.7%
Other values (203) 8451
40.3%
ASCII
ValueCountFrequency (%)
1 1475
33.9%
2 1153
26.5%
3 626
14.4%
4 318
 
7.3%
5 233
 
5.4%
6 153
 
3.5%
_ 119
 
2.7%
7 107
 
2.5%
8 55
 
1.3%
49
 
1.1%
Other values (5) 66
 
1.5%
Enclosed Alphanum
ValueCountFrequency (%)
② 2
66.7%
① 1
33.3%

공간정보
Text

Distinct4837
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Memory size38.2 KiB
2023-12-11T08:24:59.115920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length1022
Mean length734.43576
Min length77

Characters and Unicode

Total characters3578171
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

Unique4802 ?
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 4872
 
2.5%
1 99
 
0.1%
10 76
 
< 0.1%
17 62
 
< 0.1%
103 25
 
< 0.1%
104 22
 
< 0.1%
173 22
 
< 0.1%
171 19
 
< 0.1%
172 16
 
< 0.1%
174 11
 
< 0.1%
Other values (179855) 189105
97.3%
2023-12-11T08:24:59.948041image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 644281
18.0%
9 561912
15.7%
1 371358
10.4%
7 269270
7.5%
3 218903
 
6.1%
4 203851
 
5.7%
2 200778
 
5.6%
189544
 
5.3%
. 188590
 
5.3%
5 188000
 
5.3%
Other values (15) 541684
15.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3021699
84.4%
Other Punctuation 279054
 
7.8%
Space Separator 189544
 
5.3%
Uppercase Letter 73080
 
2.0%
Open Punctuation 9744
 
0.3%
Close Punctuation 5050
 
0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 644281
21.3%
9 561912
18.6%
1 371358
12.3%
7 269270
8.9%
3 218903
 
7.2%
4 203851
 
6.7%
2 200778
 
6.6%
5 188000
 
6.2%
6 184187
 
6.1%
8 179159
 
5.9%
Uppercase Letter
ValueCountFrequency (%)
I 14616
20.0%
T 9744
13.3%
N 9744
13.3%
L 9744
13.3%
U 4872
 
6.7%
G 4872
 
6.7%
R 4872
 
6.7%
S 4872
 
6.7%
E 4872
 
6.7%
M 4872
 
6.7%
Other Punctuation
ValueCountFrequency (%)
. 188590
67.6%
, 90464
32.4%
Space Separator
ValueCountFrequency (%)
189544
100.0%
Open Punctuation
ValueCountFrequency (%)
( 9744
100.0%
Close Punctuation
ValueCountFrequency (%)
) 5050
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3505091
98.0%
Latin 73080
 
2.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 644281
18.4%
9 561912
16.0%
1 371358
10.6%
7 269270
7.7%
3 218903
 
6.2%
4 203851
 
5.8%
2 200778
 
5.7%
189544
 
5.4%
. 188590
 
5.4%
5 188000
 
5.4%
Other values (5) 468604
13.4%
Latin
ValueCountFrequency (%)
I 14616
20.0%
T 9744
13.3%
N 9744
13.3%
L 9744
13.3%
U 4872
 
6.7%
G 4872
 
6.7%
R 4872
 
6.7%
S 4872
 
6.7%
E 4872
 
6.7%
M 4872
 
6.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3578171
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 644281
18.0%
9 561912
15.7%
1 371358
10.4%
7 269270
7.5%
3 218903
 
6.1%
4 203851
 
5.7%
2 200778
 
5.6%
189544
 
5.3%
. 188590
 
5.3%
5 188000
 
5.3%
Other values (15) 541684
15.1%

Interactions

2023-12-11T08:24:55.155909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:24:54.610379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:24:54.860623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:24:55.233793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:24:54.686973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:24:54.951165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:24:55.310236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:24:54.777227image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:24:55.066130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T08:25:00.064474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디구분코드일련번호구분번호
공간아이디1.0000.2090.5680.423
구분코드0.2091.0000.3350.209
일련번호0.5680.3351.0000.000
구분번호0.4230.2090.0001.000
2023-12-11T08:25:00.171562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공간아이디일련번호구분번호구분코드
공간아이디1.000-0.2130.2050.126
일련번호-0.2131.000-0.2670.206
구분번호0.205-0.2671.0000.119
구분코드0.1260.2060.1191.000

Missing values

2023-12-11T08:24:55.415943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T08:24:55.511935image/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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