Overview

Dataset statistics

Number of variables7
Number of observations73
Missing cells0
Missing cells (%)0.0%
Duplicate rows1
Duplicate rows (%)1.4%
Total size in memory4.2 KiB
Average record size in memory58.8 B

Variable types

Categorical4
Text2
Numeric1

Dataset

Description강원도 동해시의 현수막 게시대(행정게시대, 공공게시대, 저단형게시대)의 위치, 게시면수, 운영기관, 전화번호 등을 포함하고 있습니다.
URLhttps://www.data.go.kr/data/15043235/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
Dataset has 1 (1.4%) duplicate rowsDuplicates
운영기관명 is highly overall correlated with 시설종류 and 1 other fieldsHigh correlation
전화번호 is highly overall correlated with 시설종류 and 1 other fieldsHigh correlation
게시면수 is highly overall correlated with 시설종류High correlation
시설종류 is highly overall correlated with 게시면수 and 2 other fieldsHigh correlation
운영기관명 is highly imbalanced (60.0%)Imbalance
전화번호 is highly imbalanced (61.6%)Imbalance

Reproduction

Analysis started2023-12-12 22:39:55.006814
Analysis finished2023-12-12 22:39:55.825572
Duration0.82 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설종류
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)4.1%
Missing0
Missing (%)0.0%
Memory size716.0 B
공공게시대
44 
저단형게시대
15 
행정게시대
14 

Length

Max length6
Median length5
Mean length5.2054795
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
공공게시대 44
60.3%
저단형게시대 15
 
20.5%
행정게시대 14
 
19.2%

Length

2023-12-13T07:39:55.893232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:39:56.003212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공공게시대 44
60.3%
저단형게시대 15
 
20.5%
행정게시대 14
 
19.2%

소재지도로명주소
Text

Distinct56
Distinct (%)76.7%
Missing0
Missing (%)0.0%
Memory size716.0 B
2023-12-13T07:39:56.196367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length17
Mean length13.109589
Min length11

Characters and Unicode

Total characters957
Distinct characters61
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique45 ?
Unique (%)61.6%

Sample

1st row강원도 동해시 효자남길 33-4
2nd row강원도 동해시 발한로 330
3rd row강원도 동해시 발한로 211
4th row강원도 동해시 동호3길 35
5th row강원도 동해시 천곡로 98-1
ValueCountFrequency (%)
강원도 73
29.1%
동해시 73
29.1%
동해대로 10
 
4.0%
해안로 6
 
2.4%
발한로 6
 
2.4%
대동로 5
 
2.0%
천곡로 4
 
1.6%
평원로 3
 
1.2%
청운로 2
 
0.8%
승지로 2
 
0.8%
Other values (54) 67
26.7%
2023-12-13T07:39:56.512080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
187
19.5%
동 94
9.8%
해 90
9.4%
원 79
8.3%
강 74
 
7.7%
도 73
 
7.6%
시 73
 
7.6%
로 51
 
5.3%
1 24
 
2.5%
길 19
 
2.0%
Other values (51) 193
20.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 674
70.4%
Space Separator 187
 
19.5%
Decimal Number 92
 
9.6%
Dash Punctuation 4
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 94
13.9%
해 90
13.4%
원 79
11.7%
강 74
11.0%
도 73
10.8%
시 73
10.8%
로 51
7.6%
길 19
 
2.8%
대 15
 
2.2%
곡 9
 
1.3%
Other values (39) 97
14.4%
Decimal Number
ValueCountFrequency (%)
1 24
26.1%
3 15
16.3%
2 12
13.0%
0 12
13.0%
7 8
 
8.7%
5 7
 
7.6%
9 4
 
4.3%
4 4
 
4.3%
8 3
 
3.3%
6 3
 
3.3%
Space Separator
ValueCountFrequency (%)
187
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 674
70.4%
Common 283
29.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 94
13.9%
해 90
13.4%
원 79
11.7%
강 74
11.0%
도 73
10.8%
시 73
10.8%
로 51
7.6%
길 19
 
2.8%
대 15
 
2.2%
곡 9
 
1.3%
Other values (39) 97
14.4%
Common
ValueCountFrequency (%)
187
66.1%
1 24
 
8.5%
3 15
 
5.3%
2 12
 
4.2%
0 12
 
4.2%
7 8
 
2.8%
5 7
 
2.5%
- 4
 
1.4%
9 4
 
1.4%
4 4
 
1.4%
Other values (2) 6
 
2.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 674
70.4%
ASCII 283
29.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
187
66.1%
1 24
 
8.5%
3 15
 
5.3%
2 12
 
4.2%
0 12
 
4.2%
7 8
 
2.8%
5 7
 
2.5%
- 4
 
1.4%
9 4
 
1.4%
4 4
 
1.4%
Other values (2) 6
 
2.1%
Hangul
ValueCountFrequency (%)
동 94
13.9%
해 90
13.4%
원 79
11.7%
강 74
11.0%
도 73
10.8%
시 73
10.8%
로 51
7.6%
길 19
 
2.8%
대 15
 
2.2%
곡 9
 
1.3%
Other values (39) 97
14.4%

소재지지번주소
Text

Distinct69
Distinct (%)94.5%
Missing0
Missing (%)0.0%
Memory size716.0 B
2023-12-13T07:39:56.773252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length18
Mean length16.712329
Min length11

Characters and Unicode

Total characters1220
Distinct characters52
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique65 ?
Unique (%)89.0%

Sample

1st row강원도 동해시 동회동 110
2nd row강원도 동해시 발한동 354-28
3rd row강원도 동해시 발한동 239-1
4th row강원도 동해시 발한동 514-1
5th row강원도 동해시 천곡동 842
ValueCountFrequency (%)
강원도 73
25.1%
동해시 73
25.1%
천곡동 16
 
5.5%
발한동 9
 
3.1%
부곡동 8
 
2.7%
평릉동 6
 
2.1%
송정동 6
 
2.1%
동회동 4
 
1.4%
망상동 3
 
1.0%
7-77 2
 
0.7%
Other values (79) 91
31.3%
2023-12-13T07:39:57.134642image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
218
17.9%
동 150
12.3%
도 76
 
6.2%
강 73
 
6.0%
원 73
 
6.0%
해 73
 
6.0%
시 73
 
6.0%
1 57
 
4.7%
- 56
 
4.6%
3 37
 
3.0%
Other values (42) 334
27.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 664
54.4%
Decimal Number 282
23.1%
Space Separator 218
 
17.9%
Dash Punctuation 56
 
4.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 150
22.6%
도 76
11.4%
강 73
11.0%
원 73
11.0%
해 73
11.0%
시 73
11.0%
곡 25
 
3.8%
천 16
 
2.4%
한 9
 
1.4%
발 9
 
1.4%
Other values (30) 87
13.1%
Decimal Number
ValueCountFrequency (%)
1 57
20.2%
3 37
13.1%
2 31
11.0%
4 30
10.6%
8 27
9.6%
0 27
9.6%
9 21
 
7.4%
7 21
 
7.4%
5 18
 
6.4%
6 13
 
4.6%
Space Separator
ValueCountFrequency (%)
218
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 56
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 664
54.4%
Common 556
45.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 150
22.6%
도 76
11.4%
강 73
11.0%
원 73
11.0%
해 73
11.0%
시 73
11.0%
곡 25
 
3.8%
천 16
 
2.4%
한 9
 
1.4%
발 9
 
1.4%
Other values (30) 87
13.1%
Common
ValueCountFrequency (%)
218
39.2%
1 57
 
10.3%
- 56
 
10.1%
3 37
 
6.7%
2 31
 
5.6%
4 30
 
5.4%
8 27
 
4.9%
0 27
 
4.9%
9 21
 
3.8%
7 21
 
3.8%
Other values (2) 31
 
5.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 664
54.4%
ASCII 556
45.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
218
39.2%
1 57
 
10.3%
- 56
 
10.1%
3 37
 
6.7%
2 31
 
5.6%
4 30
 
5.4%
8 27
 
4.9%
0 27
 
4.9%
9 21
 
3.8%
7 21
 
3.8%
Other values (2) 31
 
5.6%
Hangul
ValueCountFrequency (%)
동 150
22.6%
도 76
11.4%
강 73
11.0%
원 73
11.0%
해 73
11.0%
시 73
11.0%
곡 25
 
3.8%
천 16
 
2.4%
한 9
 
1.4%
발 9
 
1.4%
Other values (30) 87
13.1%

게시면수
Real number (ℝ)

HIGH CORRELATION 

Distinct9
Distinct (%)12.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.3150685
Minimum1
Maximum15
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size789.0 B
2023-12-13T07:39:57.237019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q15
median5
Q310
95-th percentile10
Maximum15
Range14
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.3824577
Coefficient of variation (CV)0.53561694
Kurtosis-0.88890234
Mean6.3150685
Median Absolute Deviation (MAD)3
Skewness0.15649619
Sum461
Variance11.44102
MonotonicityNot monotonic
2023-12-13T07:39:57.327675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
5 25
34.2%
10 25
34.2%
1 8
 
11.0%
6 4
 
5.5%
4 4
 
5.5%
2 4
 
5.5%
15 1
 
1.4%
12 1
 
1.4%
3 1
 
1.4%
ValueCountFrequency (%)
1 8
 
11.0%
2 4
 
5.5%
3 1
 
1.4%
4 4
 
5.5%
5 25
34.2%
6 4
 
5.5%
10 25
34.2%
12 1
 
1.4%
15 1
 
1.4%
ValueCountFrequency (%)
15 1
 
1.4%
12 1
 
1.4%
10 25
34.2%
6 4
 
5.5%
5 25
34.2%
4 4
 
5.5%
3 1
 
1.4%
2 4
 
5.5%
1 8
 
11.0%

운영기관명
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct17
Distinct (%)23.3%
Missing0
Missing (%)0.0%
Memory size716.0 B
강원도옥외광고협회 동해시지부
57 
망상동주민센터
 
1
발한동주민센터
 
1
동호동주민센터
 
1
천곡동주민센터
 
1
Other values (12)
12 

Length

Max length15
Median length15
Mean length13.315068
Min length5

Unique

Unique16 ?
Unique (%)21.9%

Sample

1st row북삼동주민센터
2nd row망상동주민센터
3rd row발한동주민센터
4th row동호동주민센터
5th row천곡동주민센터

Common Values

ValueCountFrequency (%)
강원도옥외광고협회 동해시지부 57
78.1%
망상동주민센터 1
 
1.4%
발한동주민센터 1
 
1.4%
동호동주민센터 1
 
1.4%
천곡동주민센터 1
 
1.4%
송정동주민센터 1
 
1.4%
북평동주민센터 1
 
1.4%
묵호동주민센터 1
 
1.4%
삼화동주민센터 1
 
1.4%
북삼동주민센터 1
 
1.4%
Other values (7) 7
 
9.6%

Length

2023-12-13T07:39:57.446226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
강원도옥외광고협회 57
43.2%
동해시지부 57
43.2%
동해경찰서 2
 
1.5%
북삼동주민센터 1
 
0.8%
동해해양경비안전본부 1
 
0.8%
관광과 1
 
0.8%
동해시 1
 
0.8%
동해웰빙레포츠타운 1
 
0.8%
농업기술센터 1
 
0.8%
동해시보건소 1
 
0.8%
Other values (9) 9
 
6.8%

전화번호
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct16
Distinct (%)21.9%
Missing0
Missing (%)0.0%
Memory size716.0 B
033-535-4866
58 
033-530-2531
 
1
033-530-2591
 
1
033-530-2561
 
1
033-530-2551
 
1
Other values (11)
11 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique15 ?
Unique (%)20.5%

Sample

1st row033-530-2531
2nd row033-530-2591
3rd row033-530-2561
4th row033-530-2551
5th row033-530-2511

Common Values

ValueCountFrequency (%)
033-535-4866 58
79.5%
033-530-2531 1
 
1.4%
033-530-2591 1
 
1.4%
033-530-2561 1
 
1.4%
033-530-2551 1
 
1.4%
033-530-2511 1
 
1.4%
033-530-2521 1
 
1.4%
033-530-2581 1
 
1.4%
033-530-2571 1
 
1.4%
033-530-2601 1
 
1.4%
Other values (6) 6
 
8.2%

Length

2023-12-13T07:39:57.558967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
033-535-4866 58
79.5%
033-530-2531 1
 
1.4%
033-530-2591 1
 
1.4%
033-530-2561 1
 
1.4%
033-530-2551 1
 
1.4%
033-530-2511 1
 
1.4%
033-530-2521 1
 
1.4%
033-530-2581 1
 
1.4%
033-530-2571 1
 
1.4%
033-530-2601 1
 
1.4%
Other values (6) 6
 
8.2%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size716.0 B
2023-06-13
73 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-06-13
2nd row2023-06-13
3rd row2023-06-13
4th row2023-06-13
5th row2023-06-13

Common Values

ValueCountFrequency (%)
2023-06-13 73
100.0%

Length

2023-12-13T07:39:57.670477image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:39:57.757285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-06-13 73
100.0%

Interactions

2023-12-13T07:39:55.491848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T07:39:57.811358image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설종류소재지도로명주소소재지지번주소게시면수운영기관명전화번호
시설종류1.0000.7560.8210.7770.8160.786
소재지도로명주소0.7561.0000.9950.0000.9730.970
소재지지번주소0.8210.9951.0000.9830.9750.969
게시면수0.7770.0000.9831.0000.0000.000
운영기관명0.8160.9730.9750.0001.0001.000
전화번호0.7860.9700.9690.0001.0001.000
2023-12-13T07:39:57.907313image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
운영기관명전화번호시설종류
운영기관명1.0000.9910.582
전화번호0.9911.0000.555
시설종류0.5820.5551.000
2023-12-13T07:39:57.991726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
게시면수시설종류운영기관명전화번호
게시면수1.0000.6980.0000.000
시설종류0.6981.0000.5820.555
운영기관명0.0000.5821.0000.991
전화번호0.0000.5550.9911.000

Missing values

2023-12-13T07:39:55.633441image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:39:55.764890image/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

시설종류소재지도로명주소소재지지번주소게시면수운영기관명전화번호데이터기준일자
0행정게시대강원도 동해시 효자남길 33-4강원도 동해시 동회동 1106북삼동주민센터033-530-25312023-06-13
1행정게시대강원도 동해시 발한로 330강원도 동해시 발한동 354-285망상동주민센터033-530-25912023-06-13
2행정게시대강원도 동해시 발한로 211강원도 동해시 발한동 239-15발한동주민센터033-530-25612023-06-13
3행정게시대강원도 동해시 동호3길 35강원도 동해시 발한동 514-15동호동주민센터033-530-25512023-06-13
4행정게시대강원도 동해시 천곡로 98-1강원도 동해시 천곡동 8425천곡동주민센터033-530-25112023-06-13
5행정게시대강원도 동해시 동해항2길 25강원도 동해시 송정동 854-1105송정동주민센터033-530-25212023-06-13
6행정게시대강원도 동해시 대동로 137강원도 동해시 북평동 127-15북평동주민센터033-530-25812023-06-13
7행정게시대강원도 동해시 논골길 78강원도 동해시 묵호진동 1-444묵호동주민센터033-530-25712023-06-13
8행정게시대강원도 동해시 무릉1길 10강원도 동해시 이로동 183-45삼화동주민센터033-530-26012023-06-13
9행정게시대강원도 동해시 이원길 156강원도 동해시 지가동 77-15동해해양경비안전본부033-521-36072023-06-13
시설종류소재지도로명주소소재지지번주소게시면수운영기관명전화번호데이터기준일자
63저단형게시대강원도 동해시 대동로강원도 동해시 송정동 853-31강원도옥외광고협회 동해시지부033-535-48662023-06-13
64저단형게시대강원도 동해시 이원길강원도 동해시 이도동 278-41강원도옥외광고협회 동해시지부033-535-48662023-06-13
65저단형게시대강원도 동해시 용정로강원도 동해시 효가동 33-11강원도옥외광고협회 동해시지부033-535-48662023-06-13
66저단형게시대강원도 동해시 일출로강원도 동해시 묵호진동 13-642강원도옥외광고협회 동해시지부033-535-48662023-06-13
67저단형게시대강원도 동해시 동굴로강원도 동해시 천곡동 1090-191강원도옥외광고협회 동해시지부033-535-48662023-06-13
68저단형게시대강원도 동해시 대동로강원도 동해시 북평동 2813강원도옥외광고협회 동해시지부033-535-48662023-06-13
69저단형게시대강원도 동해시 천곡로강원도 동해시 천곡동 1090-31강원도옥외광고협회 동해시지부033-535-48662023-06-13
70저단형게시대강원도 동해시 중앙로강원도 동해시 천곡동 1090-301강원도옥외광고협회 동해시지부033-535-48662023-06-13
71저단형게시대강원도 동해시 효자로강원도 동해시 동회동 334-21강원도옥외광고협회 동해시지부033-535-48662023-06-13
72저단형게시대강원도 동해시 발한로강원도 동해시 발한동 298-22동해경찰서 묵호지구대033-539-33752023-06-13

Duplicate rows

Most frequently occurring

시설종류소재지도로명주소소재지지번주소게시면수운영기관명전화번호데이터기준일자# duplicates
0공공게시대강원도 동해시 해안로강원도 동해시 부곡동 7-775강원도옥외광고협회 동해시지부033-535-48662023-06-132