Overview

Dataset statistics

Number of variables8
Number of observations1937
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory126.9 KiB
Average record size in memory67.1 B

Variable types

Text3
Categorical2
Numeric2
DateTime1

Dataset

Description대전광역시의 교차로 모퉁이 불법주정차 금지구역(관리번호,시군구,시군구코드,교차로 중심 경도,교차로 중심 위도,불법 주정차 금지구역,데이터기준일자,기타)
URLhttps://www.data.go.kr/data/15097784/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
시군구 is highly overall correlated with 교차로 중심 경도 and 1 other fieldsHigh correlation
시군구코드 is highly overall correlated with 교차로 중심 경도 and 2 other fieldsHigh correlation
교차로 중심 경도 is highly overall correlated with 시군구 and 1 other fieldsHigh correlation
교차로 중심 위도 is highly overall correlated with 시군구코드High correlation
관리번호 has unique valuesUnique
불법 주정차 금지구역 has unique valuesUnique

Reproduction

Analysis started2023-12-12 10:23:19.835018
Analysis finished2023-12-12 10:23:21.415036
Duration1.58 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

관리번호
Text

UNIQUE 

Distinct1937
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size15.3 KiB
2023-12-12T19:23:21.586758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length17
Mean length17
Min length17

Characters and Unicode

Total characters32929
Distinct characters14
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1937 ?
Unique (%)100.0%

Sample

1st row6300000_CRS_00001
2nd row6300000_CRS_00002
3rd row6300000_CRS_00003
4th row6300000_CRS_00004
5th row6300000_CRS_00005
ValueCountFrequency (%)
6300000_crs_00001 1
 
0.1%
6300000_crs_01272 1
 
0.1%
6300000_crs_01301 1
 
0.1%
6300000_crs_01300 1
 
0.1%
6300000_crs_01299 1
 
0.1%
6300000_crs_01298 1
 
0.1%
6300000_crs_01297 1
 
0.1%
6300000_crs_01296 1
 
0.1%
6300000_crs_01295 1
 
0.1%
6300000_crs_01294 1
 
0.1%
Other values (1927) 1927
99.5%
2023-12-12T19:23:22.042489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 13212
40.1%
_ 3874
 
11.8%
3 2529
 
7.7%
6 2521
 
7.7%
C 1937
 
5.9%
R 1937
 
5.9%
S 1937
 
5.9%
1 1532
 
4.7%
2 594
 
1.8%
4 584
 
1.8%
Other values (4) 2272
 
6.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 23244
70.6%
Uppercase Letter 5811
 
17.6%
Connector Punctuation 3874
 
11.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 13212
56.8%
3 2529
 
10.9%
6 2521
 
10.8%
1 1532
 
6.6%
2 594
 
2.6%
4 584
 
2.5%
5 584
 
2.5%
7 584
 
2.5%
8 583
 
2.5%
9 521
 
2.2%
Uppercase Letter
ValueCountFrequency (%)
C 1937
33.3%
R 1937
33.3%
S 1937
33.3%
Connector Punctuation
ValueCountFrequency (%)
_ 3874
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 27118
82.4%
Latin 5811
 
17.6%

Most frequent character per script

Common
ValueCountFrequency (%)
0 13212
48.7%
_ 3874
 
14.3%
3 2529
 
9.3%
6 2521
 
9.3%
1 1532
 
5.6%
2 594
 
2.2%
4 584
 
2.2%
5 584
 
2.2%
7 584
 
2.2%
8 583
 
2.1%
Latin
ValueCountFrequency (%)
C 1937
33.3%
R 1937
33.3%
S 1937
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 32929
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 13212
40.1%
_ 3874
 
11.8%
3 2529
 
7.7%
6 2521
 
7.7%
C 1937
 
5.9%
R 1937
 
5.9%
S 1937
 
5.9%
1 1532
 
4.7%
2 594
 
1.8%
4 584
 
1.8%
Other values (4) 2272
 
6.9%

시군구
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size15.3 KiB
유성구
604 
서구
475 
동구
330 
중구
286 
대덕구
242 

Length

Max length3
Median length2
Mean length2.4367579
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
유성구 604
31.2%
서구 475
24.5%
동구 330
17.0%
중구 286
14.8%
대덕구 242
12.5%

Length

2023-12-12T19:23:22.187281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:23:22.317359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
유성구 604
31.2%
서구 475
24.5%
동구 330
17.0%
중구 286
14.8%
대덕구 242
12.5%

시군구코드
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size15.3 KiB
30110
616 
30200
604 
30170
475 
30230
242 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row30110
2nd row30110
3rd row30110
4th row30110
5th row30110

Common Values

ValueCountFrequency (%)
30110 616
31.8%
30200 604
31.2%
30170 475
24.5%
30230 242
 
12.5%

Length

2023-12-12T19:23:22.460067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T19:23:22.572202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
30110 616
31.8%
30200 604
31.2%
30170 475
24.5%
30230 242
 
12.5%

교차로 중심 경도
Real number (ℝ)

HIGH CORRELATION 

Distinct1935
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean127.38928
Minimum127.27338
Maximum127.5148
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size17.2 KiB
2023-12-12T19:23:23.052170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum127.27338
5-th percentile127.31211
Q1127.35018
median127.39159
Q3127.42496
95-th percentile127.45956
Maximum127.5148
Range0.2414165
Interquartile range (IQR)0.0747876

Descriptive statistics

Standard deviation0.045454926
Coefficient of variation (CV)0.00035681907
Kurtosis-0.81359609
Mean127.38928
Median Absolute Deviation (MAD)0.0355417
Skewness-0.13337376
Sum246753.04
Variance0.0020661503
MonotonicityNot monotonic
2023-12-12T19:23:23.223861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
127.3269724 2
 
0.1%
127.3683505 2
 
0.1%
127.4049918 1
 
0.1%
127.3112057 1
 
0.1%
127.309206 1
 
0.1%
127.3090829 1
 
0.1%
127.3146167 1
 
0.1%
127.3132947 1
 
0.1%
127.3106941 1
 
0.1%
127.3108989 1
 
0.1%
Other values (1925) 1925
99.4%
ValueCountFrequency (%)
127.273383 1
0.1%
127.2813257 1
0.1%
127.2891755 1
0.1%
127.2940093 1
0.1%
127.2950041 1
0.1%
127.2964624 1
0.1%
127.2969072 1
0.1%
127.2978923 1
0.1%
127.2980858 1
0.1%
127.2983201 1
0.1%
ValueCountFrequency (%)
127.5147995 1
0.1%
127.4979933 1
0.1%
127.4971854 1
0.1%
127.4957494 1
0.1%
127.4951468 1
0.1%
127.4928185 1
0.1%
127.4927679 1
0.1%
127.4921098 1
0.1%
127.4898791 1
0.1%
127.4856733 1
0.1%

교차로 중심 위도
Real number (ℝ)

HIGH CORRELATION 

Distinct1936
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36.347988
Minimum36.200573
Maximum36.471402
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size17.2 KiB
2023-12-12T19:23:23.405540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum36.200573
5-th percentile36.288809
Q136.319274
median36.344396
Q336.371196
95-th percentile36.432044
Maximum36.471402
Range0.27082916
Interquartile range (IQR)0.05192122

Descriptive statistics

Standard deviation0.044112124
Coefficient of variation (CV)0.0012136057
Kurtosis0.32717583
Mean36.347988
Median Absolute Deviation (MAD)0.02594
Skewness0.19062336
Sum70406.053
Variance0.0019458795
MonotonicityNot monotonic
2023-12-12T19:23:23.582778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
36.37749025 2
 
0.1%
36.34721643 1
 
0.1%
36.39468492 1
 
0.1%
36.39321879 1
 
0.1%
36.39091021 1
 
0.1%
36.39522081 1
 
0.1%
36.39209356 1
 
0.1%
36.39176709 1
 
0.1%
36.39120202 1
 
0.1%
36.39420533 1
 
0.1%
Other values (1926) 1926
99.4%
ValueCountFrequency (%)
36.20057327 1
0.1%
36.21220239 1
0.1%
36.21280227 1
0.1%
36.21656363 1
0.1%
36.21801942 1
0.1%
36.21828986 1
0.1%
36.2193519 1
0.1%
36.21956032 1
0.1%
36.22037452 1
0.1%
36.22081724 1
0.1%
ValueCountFrequency (%)
36.47140243 1
0.1%
36.46198079 1
0.1%
36.45900514 1
0.1%
36.45538604 1
0.1%
36.45455768 1
0.1%
36.45392218 1
0.1%
36.45324582 1
0.1%
36.45318175 1
0.1%
36.45306481 1
0.1%
36.45283985 1
0.1%

불법 주정차 금지구역
Text

UNIQUE 

Distinct1937
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size15.3 KiB
2023-12-12T19:23:23.868884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length1024
Median length1024
Mean length1024
Min length1024

Characters and Unicode

Total characters1983488
Distinct characters15
Distinct categories5 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1937 ?
Unique (%)100.0%

Sample

1st row[ [ [ [241008.491307768505067, 316669.311554158397485 ], [ 241008.121957986353664, 316664.618520207179245 ], [ 241007.023003257345408, 316660.041044327139389 ], [ 241005.22150349416188, 316655.691839166218415 ], [ 241002.761817599763162, 316651.677996589627583 ], [ 240999.70451120409416, 316648.098350722808391 ], [ 240996.124865337274969, 316645.041044327139389 ], [ 240992.111022760684136, 316642.581358432769775 ], [ 240987.761817599763162, 316640.779858669557143 ], [ 240983.184341719723307, 316639.680903940519784 ], [ 240978.491307768505067, 316639.311554158397485 ], [ 240973.798273817286827, 316639.680903940519784 ], [ 240969.220797937246971, 316640.779858669557143 ], [ 240964.871592776325997, 316642.581358432769775 ], [ 240960.857750199735165, 316645.041044327139389 ], [ 240957.278104332915973, 316648.098350722808391 ], [ 240954.220797937246971, 316651.677996589627583 ], [ 240951.761112042848254, 316655.691839166218415 ], [ 240949.959612279664725, 316660.041044327139389 ], [ 240948.86065755065647, 316664.6
2nd row[ [ [ [240849.815335668332409, 316535.541904628858902 ], [ 240849.445985886181006, 316530.848870677640662 ], [ 240848.347031157172751, 316526.271394797600806 ], [ 240846.545531393989222, 316521.922189636679832 ], [ 240844.085845499590505, 316517.908347060089 ], [ 240841.028539103921503, 316514.328701193269808 ], [ 240837.448893237102311, 316511.271394797600806 ], [ 240833.435050660511479, 316508.811708903231192 ], [ 240829.085845499590505, 316507.01020914001856 ], [ 240824.508369619550649, 316505.911254410981201 ], [ 240819.815335668332409, 316505.541904628858902 ], [ 240815.122301717114169, 316505.911254410981201 ], [ 240810.544825837074313, 316507.01020914001856 ], [ 240806.195620676153339, 316508.811708903231192 ], [ 240802.181778099562507, 316511.271394797600806 ], [ 240798.602132232743315, 316514.328701193269808 ], [ 240795.544825837074313, 316517.908347060089 ], [ 240793.085139942675596, 316521.922189636679832 ], [ 240791.283640179492068, 316526.271394797600806 ], [ 240790.184685450483812, 316530.848870
3rd row[ [ [ [240663.884445091505768, 316387.315965993097052 ], [ 240663.515095309354365, 316382.622932041878812 ], [ 240662.416140580346109, 316378.045456161838956 ], [ 240660.614640817162581, 316373.696251000917982 ], [ 240658.154954922763864, 316369.68240842432715 ], [ 240655.097648527094861, 316366.102762557507958 ], [ 240651.51800266027567, 316363.045456161838956 ], [ 240647.504160083684837, 316360.585770267469343 ], [ 240643.154954922763864, 316358.78427050425671 ], [ 240638.577479042724008, 316357.685315775219351 ], [ 240633.884445091505768, 316357.315965993097052 ], [ 240629.191411140287528, 316357.685315775219351 ], [ 240624.613935260247672, 316358.78427050425671 ], [ 240620.264730099326698, 316360.585770267469343 ], [ 240616.250887522735866, 316363.045456161838956 ], [ 240612.671241655916674, 316366.102762557507958 ], [ 240609.613935260247672, 316369.68240842432715 ], [ 240607.154249365848955, 316373.696251000917982 ], [ 240605.352749602665426, 316378.045456161838956 ], [ 240604.253794873657171, 316382.622
4th row[ [ [ [240504.386749380617402, 317029.919527585036121 ], [ 240504.017399598466, 317025.226493633817881 ], [ 240502.918444869457744, 317020.649017753778026 ], [ 240501.116945106274216, 317016.299812592857052 ], [ 240498.657259211875498, 317012.285970016266219 ], [ 240495.599952816206496, 317008.706324149447028 ], [ 240492.020306949387304, 317005.649017753778026 ], [ 240488.006464372796472, 317003.189331859408412 ], [ 240483.657259211875498, 317001.38783209619578 ], [ 240479.079783331835642, 317000.28887736715842 ], [ 240474.386749380617402, 316999.919527585036121 ], [ 240469.693715429399163, 317000.28887736715842 ], [ 240465.116239549359307, 317001.38783209619578 ], [ 240460.767034388438333, 317003.189331859408412 ], [ 240456.753191811847501, 317005.649017753778026 ], [ 240453.173545945028309, 317008.706324149447028 ], [ 240450.116239549359307, 317012.285970016266219 ], [ 240447.656553654960589, 317016.299812592857052 ], [ 240445.855053891777061, 317020.649017753778026 ], [ 240444.756099162768805, 317025.22649
5th row[ [ [ [240260.137292097700993, 316297.258076391066425 ], [ 240259.76794231554959, 316292.565042439848185 ], [ 240258.668987586541334, 316287.987566559808329 ], [ 240256.867487823357806, 316283.638361398887355 ], [ 240254.407801928959088, 316279.624518822296523 ], [ 240251.350495533290086, 316276.044872955477331 ], [ 240247.770849666470895, 316272.987566559808329 ], [ 240243.757007089880062, 316270.527880665438715 ], [ 240239.407801928959088, 316268.726380902226083 ], [ 240234.830326048919233, 316267.627426173188724 ], [ 240230.137292097700993, 316267.258076391066425 ], [ 240225.444258146482753, 316267.627426173188724 ], [ 240220.866782266442897, 316268.726380902226083 ], [ 240216.517577105521923, 316270.527880665438715 ], [ 240212.503734528931091, 316272.987566559808329 ], [ 240208.924088662111899, 316276.044872955477331 ], [ 240205.866782266442897, 316279.624518822296523 ], [ 240203.40709637204418, 316283.638361398887355 ], [ 240201.605596608860651, 316287.987566559808329 ], [ 240200.506641879852396, 316292.
ValueCountFrequency (%)
79421
50.6%
321375.205058600578923 2
 
< 0.1%
310922.852749484940432 2
 
< 0.1%
310926.866592061531264 2
 
< 0.1%
321373.40355883736629 2
 
< 0.1%
310931.215797222452238 2
 
< 0.1%
317588.151933861023281 2
 
< 0.1%
317583.802728700102307 2
 
< 0.1%
317579.788886123511475 2
 
< 0.1%
310919.27310361812124 2
 
< 0.1%
Other values (61958) 77463
49.4%
2023-12-12T19:23:24.298105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3 212274
10.7%
2 194434
9.8%
1 172471
8.7%
154968
7.8%
4 150243
7.6%
7 145766
 
7.3%
8 145420
 
7.3%
5 145384
 
7.3%
9 144971
 
7.3%
6 144703
 
7.3%
Other values (5) 372854
18.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1594391
80.4%
Space Separator 154968
 
7.8%
Other Punctuation 152771
 
7.7%
Open Punctuation 44552
 
2.2%
Close Punctuation 36806
 
1.9%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 212274
13.3%
2 194434
12.2%
1 172471
10.8%
4 150243
9.4%
7 145766
9.1%
8 145420
9.1%
5 145384
9.1%
9 144971
9.1%
6 144703
9.1%
0 138725
8.7%
Other Punctuation
ValueCountFrequency (%)
. 77225
50.5%
, 75546
49.5%
Space Separator
ValueCountFrequency (%)
154968
100.0%
Open Punctuation
ValueCountFrequency (%)
[ 44552
100.0%
Close Punctuation
ValueCountFrequency (%)
] 36806
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1983488
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 212274
10.7%
2 194434
9.8%
1 172471
8.7%
154968
7.8%
4 150243
7.6%
7 145766
 
7.3%
8 145420
 
7.3%
5 145384
 
7.3%
9 144971
 
7.3%
6 144703
 
7.3%
Other values (5) 372854
18.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1983488
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 212274
10.7%
2 194434
9.8%
1 172471
8.7%
154968
7.8%
4 150243
7.6%
7 145766
 
7.3%
8 145420
 
7.3%
5 145384
 
7.3%
9 144971
 
7.3%
6 144703
 
7.3%
Other values (5) 372854
18.8%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size15.3 KiB
Minimum2021-12-06 00:00:00
Maximum2021-12-06 00:00:00
2023-12-12T19:23:24.431027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:23:24.531970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

기타
Text

Distinct376
Distinct (%)19.4%
Missing0
Missing (%)0.0%
Memory size15.3 KiB
2023-12-12T19:23:24.815769image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length10
Mean length9.9313371
Min length8

Characters and Unicode

Total characters19237
Distinct characters118
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique76 ?
Unique (%)3.9%

Sample

1st row가양동 지상 단일로
2nd row가양동 지상 단일로
3rd row가양동 지상 단일로
4th row가양동 지상 단일로
5th row가양동 지상 단일로
ValueCountFrequency (%)
지상 1933
33.3%
단일로 859
14.8%
네거리 551
 
9.5%
삼거리 510
 
8.8%
둔산동 73
 
1.3%
관저동 71
 
1.2%
지족동 50
 
0.9%
관평동 43
 
0.7%
월평동 41
 
0.7%
도마동 39
 
0.7%
Other values (132) 1638
28.2%
2023-12-12T19:23:25.259538image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
3874
20.1%
지 2001
10.4%
상 1975
10.3%
동 1937
10.1%
리 1099
 
5.7%
거 1078
 
5.6%
일 875
 
4.5%
단 859
 
4.5%
로 859
 
4.5%
네 551
 
2.9%
Other values (108) 4129
21.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 15363
79.9%
Space Separator 3874
 
20.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 2001
13.0%
상 1975
12.9%
동 1937
12.6%
리 1099
 
7.2%
거 1078
 
7.0%
일 875
 
5.7%
단 859
 
5.6%
로 859
 
5.6%
네 551
 
3.6%
삼 533
 
3.5%
Other values (107) 3596
23.4%
Space Separator
ValueCountFrequency (%)
3874
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 15363
79.9%
Common 3874
 
20.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 2001
13.0%
상 1975
12.9%
동 1937
12.6%
리 1099
 
7.2%
거 1078
 
7.0%
일 875
 
5.7%
단 859
 
5.6%
로 859
 
5.6%
네 551
 
3.6%
삼 533
 
3.5%
Other values (107) 3596
23.4%
Common
ValueCountFrequency (%)
3874
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 15363
79.9%
ASCII 3874
 
20.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3874
100.0%
Hangul
ValueCountFrequency (%)
지 2001
13.0%
상 1975
12.9%
동 1937
12.6%
리 1099
 
7.2%
거 1078
 
7.0%
일 875
 
5.7%
단 859
 
5.6%
로 859
 
5.6%
네 551
 
3.6%
삼 533
 
3.5%
Other values (107) 3596
23.4%

Interactions

2023-12-12T19:23:20.901787image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:23:20.643563image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:23:21.003742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T19:23:20.770218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T19:23:25.357027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시군구시군구코드교차로 중심 경도교차로 중심 위도
시군구1.0001.0000.8940.817
시군구코드1.0001.0000.7630.717
교차로 중심 경도0.8940.7631.0000.671
교차로 중심 위도0.8170.7170.6711.000
2023-12-12T19:23:25.442614image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시군구시군구코드
시군구1.0001.000
시군구코드1.0001.000
2023-12-12T19:23:25.523216image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교차로 중심 경도교차로 중심 위도시군구시군구코드
교차로 중심 경도1.000-0.1010.5780.575
교차로 중심 위도-0.1011.0000.4740.520
시군구0.5780.4741.0001.000
시군구코드0.5750.5201.0001.000

Missing values

2023-12-12T19:23:21.182036image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T19:23:21.347018image/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

관리번호시군구시군구코드교차로 중심 경도교차로 중심 위도불법 주정차 금지구역데이터기준일자기타
06300000_CRS_00001동구30110127.45649836.347216[ [ [ [241008.491307768505067, 316669.311554158397485 ], [ 241008.121957986353664, 316664.618520207179245 ], [ 241007.023003257345408, 316660.041044327139389 ], [ 241005.22150349416188, 316655.691839166218415 ], [ 241002.761817599763162, 316651.677996589627583 ], [ 240999.70451120409416, 316648.098350722808391 ], [ 240996.124865337274969, 316645.041044327139389 ], [ 240992.111022760684136, 316642.581358432769775 ], [ 240987.761817599763162, 316640.779858669557143 ], [ 240983.184341719723307, 316639.680903940519784 ], [ 240978.491307768505067, 316639.311554158397485 ], [ 240973.798273817286827, 316639.680903940519784 ], [ 240969.220797937246971, 316640.779858669557143 ], [ 240964.871592776325997, 316642.581358432769775 ], [ 240960.857750199735165, 316645.041044327139389 ], [ 240957.278104332915973, 316648.098350722808391 ], [ 240954.220797937246971, 316651.677996589627583 ], [ 240951.761112042848254, 316655.691839166218415 ], [ 240949.959612279664725, 316660.041044327139389 ], [ 240948.86065755065647, 316664.62021-12-06가양동 지상 단일로
16300000_CRS_00002동구30110127.45472336.346018[ [ [ [240849.815335668332409, 316535.541904628858902 ], [ 240849.445985886181006, 316530.848870677640662 ], [ 240848.347031157172751, 316526.271394797600806 ], [ 240846.545531393989222, 316521.922189636679832 ], [ 240844.085845499590505, 316517.908347060089 ], [ 240841.028539103921503, 316514.328701193269808 ], [ 240837.448893237102311, 316511.271394797600806 ], [ 240833.435050660511479, 316508.811708903231192 ], [ 240829.085845499590505, 316507.01020914001856 ], [ 240824.508369619550649, 316505.911254410981201 ], [ 240819.815335668332409, 316505.541904628858902 ], [ 240815.122301717114169, 316505.911254410981201 ], [ 240810.544825837074313, 316507.01020914001856 ], [ 240806.195620676153339, 316508.811708903231192 ], [ 240802.181778099562507, 316511.271394797600806 ], [ 240798.602132232743315, 316514.328701193269808 ], [ 240795.544825837074313, 316517.908347060089 ], [ 240793.085139942675596, 316521.922189636679832 ], [ 240791.283640179492068, 316526.271394797600806 ], [ 240790.184685450483812, 316530.8488702021-12-06가양동 지상 단일로
26300000_CRS_00003동구30110127.45264536.34469[ [ [ [240663.884445091505768, 316387.315965993097052 ], [ 240663.515095309354365, 316382.622932041878812 ], [ 240662.416140580346109, 316378.045456161838956 ], [ 240660.614640817162581, 316373.696251000917982 ], [ 240658.154954922763864, 316369.68240842432715 ], [ 240655.097648527094861, 316366.102762557507958 ], [ 240651.51800266027567, 316363.045456161838956 ], [ 240647.504160083684837, 316360.585770267469343 ], [ 240643.154954922763864, 316358.78427050425671 ], [ 240638.577479042724008, 316357.685315775219351 ], [ 240633.884445091505768, 316357.315965993097052 ], [ 240629.191411140287528, 316357.685315775219351 ], [ 240624.613935260247672, 316358.78427050425671 ], [ 240620.264730099326698, 316360.585770267469343 ], [ 240616.250887522735866, 316363.045456161838956 ], [ 240612.671241655916674, 316366.102762557507958 ], [ 240609.613935260247672, 316369.68240842432715 ], [ 240607.154249365848955, 316373.696251000917982 ], [ 240605.352749602665426, 316378.045456161838956 ], [ 240604.253794873657171, 316382.6222021-12-06가양동 지상 단일로
36300000_CRS_00004동구30110127.45090136.350487[ [ [ [240504.386749380617402, 317029.919527585036121 ], [ 240504.017399598466, 317025.226493633817881 ], [ 240502.918444869457744, 317020.649017753778026 ], [ 240501.116945106274216, 317016.299812592857052 ], [ 240498.657259211875498, 317012.285970016266219 ], [ 240495.599952816206496, 317008.706324149447028 ], [ 240492.020306949387304, 317005.649017753778026 ], [ 240488.006464372796472, 317003.189331859408412 ], [ 240483.657259211875498, 317001.38783209619578 ], [ 240479.079783331835642, 317000.28887736715842 ], [ 240474.386749380617402, 316999.919527585036121 ], [ 240469.693715429399163, 317000.28887736715842 ], [ 240465.116239549359307, 317001.38783209619578 ], [ 240460.767034388438333, 317003.189331859408412 ], [ 240456.753191811847501, 317005.649017753778026 ], [ 240453.173545945028309, 317008.706324149447028 ], [ 240450.116239549359307, 317012.285970016266219 ], [ 240447.656553654960589, 317016.299812592857052 ], [ 240445.855053891777061, 317020.649017753778026 ], [ 240444.756099162768805, 317025.226492021-12-06가양동 지상 단일로
46300000_CRS_00005동구30110127.44814236.343895[ [ [ [240260.137292097700993, 316297.258076391066425 ], [ 240259.76794231554959, 316292.565042439848185 ], [ 240258.668987586541334, 316287.987566559808329 ], [ 240256.867487823357806, 316283.638361398887355 ], [ 240254.407801928959088, 316279.624518822296523 ], [ 240251.350495533290086, 316276.044872955477331 ], [ 240247.770849666470895, 316272.987566559808329 ], [ 240243.757007089880062, 316270.527880665438715 ], [ 240239.407801928959088, 316268.726380902226083 ], [ 240234.830326048919233, 316267.627426173188724 ], [ 240230.137292097700993, 316267.258076391066425 ], [ 240225.444258146482753, 316267.627426173188724 ], [ 240220.866782266442897, 316268.726380902226083 ], [ 240216.517577105521923, 316270.527880665438715 ], [ 240212.503734528931091, 316272.987566559808329 ], [ 240208.924088662111899, 316276.044872955477331 ], [ 240205.866782266442897, 316279.624518822296523 ], [ 240203.40709637204418, 316283.638361398887355 ], [ 240201.605596608860651, 316287.987566559808329 ], [ 240200.506641879852396, 316292.2021-12-06가양동 지상 단일로
56300000_CRS_00006동구30110127.44535836.347565[ [ [ [240008.265829106210731, 316703.328562165377662 ], [ 240007.896479324059328, 316698.635528214159422 ], [ 240006.797524595051073, 316694.058052334119566 ], [ 240004.996024831867544, 316689.708847173198592 ], [ 240002.536338937468827, 316685.69500459660776 ], [ 239999.479032541799825, 316682.115358729788568 ], [ 239995.899386674980633, 316679.058052334119566 ], [ 239991.885544098389801, 316676.598366439749952 ], [ 239987.536338937468827, 316674.79686667653732 ], [ 239982.958863057428971, 316673.697911947499961 ], [ 239978.265829106210731, 316673.328562165377662 ], [ 239973.572795154992491, 316673.697911947499961 ], [ 239968.995319274952635, 316674.79686667653732 ], [ 239964.646114114031661, 316676.598366439749952 ], [ 239960.632271537440829, 316679.058052334119566 ], [ 239957.052625670621637, 316682.115358729788568 ], [ 239953.995319274952635, 316685.69500459660776 ], [ 239951.535633380553918, 316689.708847173198592 ], [ 239949.734133617370389, 316694.058052334119566 ], [ 239948.635178888362134, 316698.632021-12-06가양동 지상 단일로
66300000_CRS_00007동구30110127.44772936.349008[ [ [ [240220.389270773681346, 316864.417615681246389 ], [ 240220.019920991529943, 316859.724581730028149 ], [ 240218.920966262521688, 316855.147105849988293 ], [ 240217.119466499338159, 316850.797900689067319 ], [ 240214.659780604939442, 316846.784058112476487 ], [ 240211.60247420927044, 316843.204412245657295 ], [ 240208.022828342451248, 316840.147105849988293 ], [ 240204.008985765860416, 316837.68741995561868 ], [ 240199.659780604939442, 316835.885920192406047 ], [ 240195.082304724899586, 316834.786965463368688 ], [ 240190.389270773681346, 316834.417615681246389 ], [ 240185.696236822463106, 316834.786965463368688 ], [ 240181.118760942423251, 316835.885920192406047 ], [ 240176.769555781502277, 316837.68741995561868 ], [ 240172.755713204911444, 316840.147105849988293 ], [ 240169.176067338092253, 316843.204412245657295 ], [ 240166.118760942423251, 316846.784058112476487 ], [ 240163.659075048024533, 316850.797900689067319 ], [ 240161.857575284841005, 316855.147105849988293 ], [ 240160.758620555832749, 316859.72021-12-06가양동 지상 단일로
76300000_CRS_00008동구30110127.43941636.340517[ [ [ [239478.450855967530515, 315918.783427017857321 ], [ 239478.081506185379112, 315914.090393066639081 ], [ 239476.982551456370857, 315909.512917186599225 ], [ 239475.181051693187328, 315905.163712025678251 ], [ 239472.721365798788611, 315901.149869449087419 ], [ 239469.664059403119609, 315897.570223582268227 ], [ 239466.084413536300417, 315894.512917186599225 ], [ 239462.070570959709585, 315892.053231292229611 ], [ 239457.721365798788611, 315890.251731529016979 ], [ 239453.143889918748755, 315889.15277679997962 ], [ 239448.450855967530515, 315888.783427017857321 ], [ 239443.757822016312275, 315889.15277679997962 ], [ 239439.180346136272419, 315890.251731529016979 ], [ 239434.831140975351445, 315892.053231292229611 ], [ 239430.817298398760613, 315894.512917186599225 ], [ 239427.237652531941421, 315897.570223582268227 ], [ 239424.180346136272419, 315901.149869449087419 ], [ 239421.720660241873702, 315905.163712025678251 ], [ 239419.919160478690173, 315909.512917186599225 ], [ 239418.820205749681918, 315914.2021-12-06가양동 지상 단일로
86300000_CRS_00009동구30110127.4426636.335952[ [ [ [239771.974169870751211, 315413.514084678492509 ], [ 239771.604820088599809, 315408.821050727274269 ], [ 239770.505865359591553, 315404.243574847234413 ], [ 239768.704365596408024, 315399.894369686313439 ], [ 239766.244679702009307, 315395.880527109722607 ], [ 239763.187373306340305, 315392.300881242903415 ], [ 239759.607727439521113, 315389.243574847234413 ], [ 239755.593884862930281, 315386.7838889528648 ], [ 239751.244679702009307, 315384.982389189652167 ], [ 239746.667203821969451, 315383.883434460614808 ], [ 239741.974169870751211, 315383.514084678492509 ], [ 239737.281135919532971, 315383.883434460614808 ], [ 239732.703660039493116, 315384.982389189652167 ], [ 239728.354454878572142, 315386.7838889528648 ], [ 239724.340612301981309, 315389.243574847234413 ], [ 239720.760966435162118, 315392.300881242903415 ], [ 239717.703660039493116, 315395.880527109722607 ], [ 239715.243974145094398, 315399.894369686313439 ], [ 239713.44247438191087, 315404.243574847234413 ], [ 239712.343519652902614, 315408.8212021-12-06가양동 지상 네거리
96300000_CRS_00010동구30110127.44868136.349484[ [ [ [240305.600994722655741, 316917.617258106824011 ], [ 240305.231644940504339, 316912.924224155605771 ], [ 240304.132690211496083, 316908.346748275565915 ], [ 240302.331190448312555, 316903.997543114644941 ], [ 240299.871504553913837, 316899.983700538054109 ], [ 240296.814198158244835, 316896.404054671234917 ], [ 240293.234552291425643, 316893.346748275565915 ], [ 240289.220709714834811, 316890.887062381196301 ], [ 240284.871504553913837, 316889.085562617983669 ], [ 240280.294028673873981, 316887.98660788894631 ], [ 240275.600994722655741, 316887.617258106824011 ], [ 240270.907960771437502, 316887.98660788894631 ], [ 240266.330484891397646, 316889.085562617983669 ], [ 240261.981279730476672, 316890.887062381196301 ], [ 240257.96743715388584, 316893.346748275565915 ], [ 240254.387791287066648, 316896.404054671234917 ], [ 240251.330484891397646, 316899.983700538054109 ], [ 240248.870798996998928, 316903.997543114644941 ], [ 240247.0692992338154, 316908.346748275565915 ], [ 240245.970344504807144, 316912.9242021-12-06가양동 지상 단일로
관리번호시군구시군구코드교차로 중심 경도교차로 중심 위도불법 주정차 금지구역데이터기준일자기타
19276300000_CRS_01928대덕구30230127.43711136.362489[ [ [ [239260.475300288235303, 318356.0079325302504 ], [ 239260.1059505060839, 318351.31489857903216 ], [ 239259.006995777075645, 318346.737422698992305 ], [ 239257.205496013892116, 318342.388217538071331 ], [ 239254.745810119493399, 318338.374374961480498 ], [ 239251.688503723824397, 318334.794729094661307 ], [ 239248.108857857005205, 318331.737422698992305 ], [ 239244.095015280414373, 318329.277736804622691 ], [ 239239.745810119493399, 318327.476237041410059 ], [ 239235.168334239453543, 318326.377282312372699 ], [ 239230.475300288235303, 318326.0079325302504 ], [ 239225.782266337017063, 318326.377282312372699 ], [ 239221.204790456977207, 318327.476237041410059 ], [ 239216.855585296056233, 318329.277736804622691 ], [ 239212.841742719465401, 318331.737422698992305 ], [ 239209.262096852646209, 318334.794729094661307 ], [ 239206.204790456977207, 318338.374374961480498 ], [ 239203.74510456257849, 318342.388217538071331 ], [ 239201.943604799394961, 318346.737422698992305 ], [ 239200.844650070386706, 318351.3148982021-12-06중리동 지상 네거리
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