Overview

Dataset statistics

Number of variables21
Number of observations179
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory33.0 KiB
Average record size in memory188.7 B

Variable types

Numeric20
Categorical1

Dataset

Description고정광고물, 유동광고물 등 옥외광고물 구분별 허가 및 신고 건수 통계정보를 제공하는 서비스
Author충청남도
URLhttps://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=3007

Alerts

계(건) has unique valuesUnique
유동광고물 현수막(건) has unique valuesUnique
고정광고물 벽면이용간판(건) has 71 (39.7%) zerosZeros
고정광고물 가로형간판(건) has 108 (60.3%) zerosZeros
고정광고물 세로형간판(건) has 109 (60.9%) zerosZeros
고정광고물 공연간판(건) has 82 (45.8%) zerosZeros
고정광고물 옥상간판(건) has 2 (1.1%) zerosZeros
고정광고물 애드벌룬(건) has 36 (20.1%) zerosZeros
고정광고물 공공시설물이용광고물(건) has 19 (10.6%) zerosZeros
고정광고물 교통시설이용광고물(건) has 34 (19.0%) zerosZeros
고정광고물 교통수단이용광고물(건) has 2 (1.1%) zerosZeros
고정광고물 선전탑(건) has 48 (26.8%) zerosZeros
고정광고물 아치광고물(건) has 98 (54.7%) zerosZeros
고정광고물 창문이용광고물(건) has 96 (53.6%) zerosZeros
유동광고물 벽보(건) has 13 (7.3%) zerosZeros
유동광고물 전단(건) has 5 (2.8%) zerosZeros
유동광고물 입간판(건) has 115 (64.2%) zerosZeros

Reproduction

Analysis started2024-01-09 23:05:28.859535
Analysis finished2024-01-09 23:05:29.021823
Duration0.16 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Real number (ℝ)

Distinct10
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016.5251
Minimum2012
Maximum2021
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:29.067543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2012
5-th percentile2012
Q12014
median2017
Q32019
95-th percentile2021
Maximum2021
Range9
Interquartile range (IQR)5

Descriptive statistics

Standard deviation2.8685008
Coefficient of variation (CV)0.0014224969
Kurtosis-1.2196513
Mean2016.5251
Median Absolute Deviation (MAD)2
Skewness-0.0046551664
Sum360958
Variance8.228297
MonotonicityIncreasing
2024-01-10T08:05:29.171463image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
2013 18
10.1%
2014 18
10.1%
2015 18
10.1%
2016 18
10.1%
2017 18
10.1%
2018 18
10.1%
2019 18
10.1%
2020 18
10.1%
2021 18
10.1%
2012 17
9.5%
ValueCountFrequency (%)
2012 17
9.5%
2013 18
10.1%
2014 18
10.1%
2015 18
10.1%
2016 18
10.1%
2017 18
10.1%
2018 18
10.1%
2019 18
10.1%
2020 18
10.1%
2021 18
10.1%
ValueCountFrequency (%)
2021 18
10.1%
2020 18
10.1%
2019 18
10.1%
2018 18
10.1%
2017 18
10.1%
2016 18
10.1%
2015 18
10.1%
2014 18
10.1%
2013 18
10.1%
2012 17
9.5%

지역
Categorical

Distinct18
Distinct (%)10.1%
Missing0
Missing (%)0.0%
Memory size1.5 KiB
계
 
10
서울
 
10
부산
 
10
대구
 
10
인천
 
10
Other values (13)
129 

Length

Max length2
Median length2
Mean length1.9441341
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row계
2nd row서울
3rd row부산
4th row대구
5th row인천

Common Values

ValueCountFrequency (%)
계 10
 
5.6%
서울 10
 
5.6%
부산 10
 
5.6%
대구 10
 
5.6%
인천 10
 
5.6%
광주 10
 
5.6%
대전 10
 
5.6%
울산 10
 
5.6%
경기 10
 
5.6%
강원 10
 
5.6%
Other values (8) 79
44.1%

Length

2024-01-10T08:05:29.278602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
계 10
 
5.6%
서울 10
 
5.6%
제주 10
 
5.6%
경남 10
 
5.6%
경북 10
 
5.6%
전남 10
 
5.6%
전북 10
 
5.6%
충남 10
 
5.6%
충북 10
 
5.6%
강원 10
 
5.6%
Other values (8) 79
44.1%

계(건)
Real number (ℝ)

UNIQUE 

Distinct179
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean148970.49
Minimum417
Maximum1927477
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:29.394263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum417
5-th percentile6204.4
Q127373.5
median52882
Q3101700
95-th percentile650751.5
Maximum1927477
Range1927060
Interquartile range (IQR)74326.5

Descriptive statistics

Standard deviation329891.07
Coefficient of variation (CV)2.2144726
Kurtosis17.200889
Mean148970.49
Median Absolute Deviation (MAD)31426
Skewness4.1027044
Sum26665718
Variance1.0882812 × 1011
MonotonicityNot monotonic
2024-01-10T08:05:29.786422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
559017 1
 
0.6%
45887 1
 
0.6%
14766 1
 
0.6%
649216 1
 
0.6%
61519 1
 
0.6%
53071 1
 
0.6%
156296 1
 
0.6%
146736 1
 
0.6%
159907 1
 
0.6%
165117 1
 
0.6%
Other values (169) 169
94.4%
ValueCountFrequency (%)
417 1
0.6%
1648 1
0.6%
1716 1
0.6%
1720 1
0.6%
1936 1
0.6%
2027 1
0.6%
5142 1
0.6%
5352 1
0.6%
5794 1
0.6%
6250 1
0.6%
ValueCountFrequency (%)
1927477 1
0.6%
1906221 1
0.6%
1757810 1
0.6%
1703292 1
0.6%
1612881 1
0.6%
1549665 1
0.6%
917931 1
0.6%
733994 1
0.6%
664571 1
0.6%
649216 1
0.6%

고정광고물 벽면이용간판(건)
Real number (ℝ)

ZEROS 

Distinct109
Distinct (%)60.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3537.7654
Minimum0
Maximum82762
Zeros71
Zeros (%)39.7%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:29.911456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1236
Q32709.5
95-th percentile11887.8
Maximum82762
Range82762
Interquartile range (IQR)2709.5

Descriptive statistics

Standard deviation9983.4213
Coefficient of variation (CV)2.8219569
Kurtosis33.063346
Mean3537.7654
Median Absolute Deviation (MAD)1236
Skewness5.4473262
Sum633260
Variance99668700
MonotonicityNot monotonic
2024-01-10T08:05:30.037327image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 71
39.7%
1018 1
 
0.6%
1182 1
 
0.6%
1236 1
 
0.6%
1528 1
 
0.6%
2265 1
 
0.6%
1733 1
 
0.6%
4844 1
 
0.6%
3293 1
 
0.6%
47296 1
 
0.6%
Other values (99) 99
55.3%
ValueCountFrequency (%)
0 71
39.7%
181 1
 
0.6%
259 1
 
0.6%
281 1
 
0.6%
340 1
 
0.6%
620 1
 
0.6%
634 1
 
0.6%
826 1
 
0.6%
954 1
 
0.6%
969 1
 
0.6%
ValueCountFrequency (%)
82762 1
0.6%
62790 1
0.6%
47296 1
0.6%
45180 1
0.6%
40436 1
0.6%
38166 1
0.6%
15793 1
0.6%
11929 1
0.6%
11895 1
0.6%
11887 1
0.6%

고정광고물 가로형간판(건)
Real number (ℝ)

ZEROS 

Distinct72
Distinct (%)40.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2695.8547
Minimum0
Maximum68991
Zeros108
Zeros (%)60.3%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:30.151775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31735
95-th percentile10647.1
Maximum68991
Range68991
Interquartile range (IQR)1735

Descriptive statistics

Standard deviation9261.5746
Coefficient of variation (CV)3.4354873
Kurtosis34.531126
Mean2695.8547
Median Absolute Deviation (MAD)0
Skewness5.7403178
Sum482558
Variance85776765
MonotonicityNot monotonic
2024-01-10T08:05:30.272684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 108
60.3%
63980 1
 
0.6%
1093 1
 
0.6%
1988 1
 
0.6%
3598 1
 
0.6%
1159 1
 
0.6%
2302 1
 
0.6%
1343 1
 
0.6%
1380 1
 
0.6%
905 1
 
0.6%
Other values (62) 62
34.6%
ValueCountFrequency (%)
0 108
60.3%
72 1
 
0.6%
285 1
 
0.6%
290 1
 
0.6%
684 1
 
0.6%
760 1
 
0.6%
905 1
 
0.6%
913 1
 
0.6%
1012 1
 
0.6%
1093 1
 
0.6%
ValueCountFrequency (%)
68991 1
0.6%
63980 1
0.6%
54270 1
0.6%
54038 1
0.6%
19270 1
0.6%
14905 1
0.6%
12963 1
0.6%
12481 1
0.6%
12061 1
0.6%
10490 1
0.6%

고정광고물 세로형간판(건)
Real number (ℝ)

ZEROS 

Distinct44
Distinct (%)24.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.145251
Minimum0
Maximum965
Zeros109
Zeros (%)60.9%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:30.396073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q312
95-th percentile80.3
Maximum965
Range965
Interquartile range (IQR)12

Descriptive statistics

Standard deviation99.191627
Coefficient of variation (CV)3.7938678
Kurtosis52.296692
Mean26.145251
Median Absolute Deviation (MAD)0
Skewness6.7224654
Sum4680
Variance9838.9788
MonotonicityNot monotonic
2024-01-10T08:05:30.514678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
0 109
60.9%
12 5
 
2.8%
3 4
 
2.2%
10 4
 
2.2%
13 3
 
1.7%
7 3
 
1.7%
41 3
 
1.7%
8 3
 
1.7%
26 2
 
1.1%
5 2
 
1.1%
Other values (34) 41
 
22.9%
ValueCountFrequency (%)
0 109
60.9%
1 1
 
0.6%
3 4
 
2.2%
4 1
 
0.6%
5 2
 
1.1%
6 2
 
1.1%
7 3
 
1.7%
8 3
 
1.7%
9 2
 
1.1%
10 4
 
2.2%
ValueCountFrequency (%)
965 1
0.6%
524 1
0.6%
451 1
0.6%
447 1
0.6%
400 1
0.6%
122 1
0.6%
101 1
0.6%
93 1
0.6%
92 1
0.6%
79 1
0.6%

고정광고물 돌출간판(건)
Real number (ℝ)

Distinct176
Distinct (%)98.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4213.6201
Minimum16
Maximum51594
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:30.633643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum16
5-th percentile291.1
Q1912.5
median1623
Q33341
95-th percentile23967
Maximum51594
Range51578
Interquartile range (IQR)2428.5

Descriptive statistics

Standard deviation8639.467
Coefficient of variation (CV)2.0503668
Kurtosis14.751736
Mean4213.6201
Median Absolute Deviation (MAD)951
Skewness3.8635882
Sum754238
Variance74640389
MonotonicityNot monotonic
2024-01-10T08:05:30.756462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1494 2
 
1.1%
1951 2
 
1.1%
587 2
 
1.1%
29295 1
 
0.6%
1061 1
 
0.6%
207 1
 
0.6%
9150 1
 
0.6%
1921 1
 
0.6%
981 1
 
0.6%
908 1
 
0.6%
Other values (166) 166
92.7%
ValueCountFrequency (%)
16 1
0.6%
19 1
0.6%
36 1
0.6%
40 1
0.6%
43 1
0.6%
46 1
0.6%
69 1
0.6%
207 1
0.6%
274 1
0.6%
293 1
0.6%
ValueCountFrequency (%)
51594 1
0.6%
46028 1
0.6%
43276 1
0.6%
43098 1
0.6%
37625 1
0.6%
37450 1
0.6%
34404 1
0.6%
30974 1
0.6%
29295 1
0.6%
23375 1
0.6%

고정광고물 공연간판(건)
Real number (ℝ)

ZEROS 

Distinct29
Distinct (%)16.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.7094972
Minimum0
Maximum227
Zeros82
Zeros (%)45.8%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:30.867401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile33
Maximum227
Range227
Interquartile range (IQR)2

Descriptive statistics

Standard deviation28.389634
Coefficient of variation (CV)3.6824235
Kurtosis40.133905
Mean7.7094972
Median Absolute Deviation (MAD)1
Skewness6.0589772
Sum1380
Variance805.97131
MonotonicityNot monotonic
2024-01-10T08:05:30.969844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
0 82
45.8%
1 37
20.7%
2 17
 
9.5%
3 9
 
5.0%
4 4
 
2.2%
8 2
 
1.1%
7 2
 
1.1%
9 2
 
1.1%
6 2
 
1.1%
33 2
 
1.1%
Other values (19) 20
 
11.2%
ValueCountFrequency (%)
0 82
45.8%
1 37
20.7%
2 17
 
9.5%
3 9
 
5.0%
4 4
 
2.2%
5 1
 
0.6%
6 2
 
1.1%
7 2
 
1.1%
8 2
 
1.1%
9 2
 
1.1%
ValueCountFrequency (%)
227 1
0.6%
219 1
0.6%
140 1
0.6%
123 1
0.6%
83 1
0.6%
53 1
0.6%
36 1
0.6%
35 1
0.6%
33 2
1.1%
31 1
0.6%

고정광고물 옥상간판(건)
Real number (ℝ)

ZEROS 

Distinct129
Distinct (%)72.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean197.56425
Minimum0
Maximum2703
Zeros2
Zeros (%)1.1%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:31.081105image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile10
Q144
median95
Q3151.5
95-th percentile760.8
Maximum2703
Range2703
Interquartile range (IQR)107.5

Descriptive statistics

Standard deviation428.3963
Coefficient of variation (CV)2.1683898
Kurtosis21.16349
Mean197.56425
Median Absolute Deviation (MAD)54
Skewness4.5486781
Sum35364
Variance183523.39
MonotonicityNot monotonic
2024-01-10T08:05:31.212094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
63 4
 
2.2%
21 3
 
1.7%
85 3
 
1.7%
36 3
 
1.7%
115 3
 
1.7%
69 3
 
1.7%
26 3
 
1.7%
74 3
 
1.7%
33 2
 
1.1%
76 2
 
1.1%
Other values (119) 150
83.8%
ValueCountFrequency (%)
0 2
1.1%
1 1
0.6%
2 2
1.1%
6 1
0.6%
9 2
1.1%
10 2
1.1%
14 1
0.6%
18 2
1.1%
19 1
0.6%
20 1
0.6%
ValueCountFrequency (%)
2703 1
0.6%
2583 1
0.6%
2446 1
0.6%
2340 1
0.6%
2235 1
0.6%
1507 1
0.6%
1139 1
0.6%
1049 1
0.6%
939 1
0.6%
741 1
0.6%

고정광고물 지주이용간판(건)
Real number (ℝ)

Distinct162
Distinct (%)90.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1193.9888
Minimum8
Maximum16830
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:31.338967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum8
5-th percentile62.9
Q1283
median471
Q3914
95-th percentile4824.5
Maximum16830
Range16822
Interquartile range (IQR)631

Descriptive statistics

Standard deviation2577.3779
Coefficient of variation (CV)2.1586282
Kurtosis20.589197
Mean1193.9888
Median Absolute Deviation (MAD)254
Skewness4.4383375
Sum213724
Variance6642877
MonotonicityNot monotonic
2024-01-10T08:05:31.462005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
283 3
 
1.7%
291 3
 
1.7%
228 3
 
1.7%
384 3
 
1.7%
508 2
 
1.1%
1123 2
 
1.1%
914 2
 
1.1%
145 2
 
1.1%
725 2
 
1.1%
730 2
 
1.1%
Other values (152) 155
86.6%
ValueCountFrequency (%)
8 1
0.6%
15 1
0.6%
21 1
0.6%
25 1
0.6%
26 1
0.6%
40 1
0.6%
46 1
0.6%
53 1
0.6%
62 1
0.6%
63 1
0.6%
ValueCountFrequency (%)
16830 1
0.6%
16080 1
0.6%
14093 1
0.6%
13212 1
0.6%
12332 1
0.6%
8507 1
0.6%
7182 1
0.6%
7149 1
0.6%
6881 1
0.6%
4596 1
0.6%

고정광고물 애드벌룬(건)
Real number (ℝ)

ZEROS 

Distinct36
Distinct (%)20.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.653631
Minimum0
Maximum231
Zeros36
Zeros (%)20.1%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:31.604330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q36
95-th percentile86.7
Maximum231
Range231
Interquartile range (IQR)5

Descriptive statistics

Standard deviation34.878
Coefficient of variation (CV)2.5544852
Kurtosis15.682789
Mean13.653631
Median Absolute Deviation (MAD)2
Skewness3.8219779
Sum2444
Variance1216.4749
MonotonicityNot monotonic
2024-01-10T08:05:31.738566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=36)
ValueCountFrequency (%)
0 36
20.1%
1 30
16.8%
2 24
13.4%
5 15
8.4%
4 14
 
7.8%
6 9
 
5.0%
3 9
 
5.0%
8 6
 
3.4%
7 6
 
3.4%
81 2
 
1.1%
Other values (26) 28
15.6%
ValueCountFrequency (%)
0 36
20.1%
1 30
16.8%
2 24
13.4%
3 9
 
5.0%
4 14
 
7.8%
5 15
8.4%
6 9
 
5.0%
7 6
 
3.4%
8 6
 
3.4%
9 2
 
1.1%
ValueCountFrequency (%)
231 1
0.6%
197 1
0.6%
158 1
0.6%
136 1
0.6%
132 1
0.6%
126 1
0.6%
119 1
0.6%
118 1
0.6%
102 1
0.6%
85 1
0.6%

고정광고물 공공시설물이용광고물(건)
Real number (ℝ)

ZEROS 

Distinct108
Distinct (%)60.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean292.61453
Minimum0
Maximum4066
Zeros19
Zeros (%)10.6%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:31.861324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median26
Q3207.5
95-th percentile1679.8
Maximum4066
Range4066
Interquartile range (IQR)202.5

Descriptive statistics

Standard deviation679.26606
Coefficient of variation (CV)2.3213682
Kurtosis12.431618
Mean292.61453
Median Absolute Deviation (MAD)26
Skewness3.4081289
Sum52378
Variance461402.38
MonotonicityNot monotonic
2024-01-10T08:05:31.990912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 19
 
10.6%
5 8
 
4.5%
3 7
 
3.9%
6 6
 
3.4%
2 6
 
3.4%
4 4
 
2.2%
12 4
 
2.2%
7 4
 
2.2%
1 3
 
1.7%
23 3
 
1.7%
Other values (98) 115
64.2%
ValueCountFrequency (%)
0 19
10.6%
1 3
 
1.7%
2 6
 
3.4%
3 7
 
3.9%
4 4
 
2.2%
5 8
4.5%
6 6
 
3.4%
7 4
 
2.2%
8 2
 
1.1%
9 1
 
0.6%
ValueCountFrequency (%)
4066 1
0.6%
3751 1
0.6%
2994 1
0.6%
2976 1
0.6%
2839 1
0.6%
2816 1
0.6%
1994 1
0.6%
1913 1
0.6%
1840 1
0.6%
1662 1
0.6%

고정광고물 교통시설이용광고물(건)
Real number (ℝ)

ZEROS 

Distinct47
Distinct (%)26.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.955307
Minimum0
Maximum550
Zeros34
Zeros (%)19.0%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:32.110403image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median4
Q314
95-th percentile110.9
Maximum550
Range550
Interquartile range (IQR)13

Descriptive statistics

Standard deviation70.411776
Coefficient of variation (CV)2.9392976
Kurtosis29.996281
Mean23.955307
Median Absolute Deviation (MAD)4
Skewness5.1858218
Sum4288
Variance4957.8182
MonotonicityNot monotonic
2024-01-10T08:05:32.221090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
0 34
19.0%
1 19
 
10.6%
2 19
 
10.6%
3 13
 
7.3%
4 11
 
6.1%
6 9
 
5.0%
7 6
 
3.4%
5 6
 
3.4%
11 4
 
2.2%
12 4
 
2.2%
Other values (37) 54
30.2%
ValueCountFrequency (%)
0 34
19.0%
1 19
10.6%
2 19
10.6%
3 13
 
7.3%
4 11
 
6.1%
5 6
 
3.4%
6 9
 
5.0%
7 6
 
3.4%
8 3
 
1.7%
9 2
 
1.1%
ValueCountFrequency (%)
550 1
0.6%
465 1
0.6%
367 1
0.6%
324 1
0.6%
206 1
0.6%
202 1
0.6%
195 1
0.6%
149 1
0.6%
119 1
0.6%
110 1
0.6%

고정광고물 교통수단이용광고물(건)
Real number (ℝ)

ZEROS 

Distinct133
Distinct (%)74.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean420.4581
Minimum0
Maximum6115
Zeros2
Zeros (%)1.1%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:32.348526image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile4
Q133
median92
Q3281.5
95-th percentile2441.3
Maximum6115
Range6115
Interquartile range (IQR)248.5

Descriptive statistics

Standard deviation955.85764
Coefficient of variation (CV)2.2733719
Kurtosis13.873413
Mean420.4581
Median Absolute Deviation (MAD)75
Skewness3.6421541
Sum75262
Variance913663.83
MonotonicityNot monotonic
2024-01-10T08:05:32.465764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
42 5
 
2.8%
39 4
 
2.2%
26 4
 
2.2%
28 4
 
2.2%
4 3
 
1.7%
8 3
 
1.7%
2 3
 
1.7%
1 3
 
1.7%
9 3
 
1.7%
38 3
 
1.7%
Other values (123) 144
80.4%
ValueCountFrequency (%)
0 2
1.1%
1 3
1.7%
2 3
1.7%
4 3
1.7%
8 3
1.7%
9 3
1.7%
10 2
1.1%
12 1
 
0.6%
13 1
 
0.6%
14 2
1.1%
ValueCountFrequency (%)
6115 1
0.6%
4888 1
0.6%
4370 1
0.6%
4206 1
0.6%
4009 1
0.6%
3822 1
0.6%
3573 1
0.6%
3246 1
0.6%
2624 1
0.6%
2421 1
0.6%

고정광고물 선전탑(건)
Real number (ℝ)

ZEROS 

Distinct51
Distinct (%)28.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.217877
Minimum0
Maximum369
Zeros48
Zeros (%)26.8%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:32.587835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q317
95-th percentile95.5
Maximum369
Range369
Interquartile range (IQR)17

Descriptive statistics

Standard deviation44.82917
Coefficient of variation (CV)2.3326807
Kurtosis25.814641
Mean19.217877
Median Absolute Deviation (MAD)3
Skewness4.5250177
Sum3440
Variance2009.6545
MonotonicityNot monotonic
2024-01-10T08:05:32.709446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 48
26.8%
1 24
13.4%
2 13
 
7.3%
4 8
 
4.5%
5 6
 
3.4%
3 5
 
2.8%
6 5
 
2.8%
8 4
 
2.2%
15 4
 
2.2%
7 3
 
1.7%
Other values (41) 59
33.0%
ValueCountFrequency (%)
0 48
26.8%
1 24
13.4%
2 13
 
7.3%
3 5
 
2.8%
4 8
 
4.5%
5 6
 
3.4%
6 5
 
2.8%
7 3
 
1.7%
8 4
 
2.2%
9 3
 
1.7%
ValueCountFrequency (%)
369 1
0.6%
229 1
0.6%
226 1
0.6%
154 1
0.6%
151 1
0.6%
149 1
0.6%
132 1
0.6%
115 1
0.6%
100 1
0.6%
95 1
0.6%

고정광고물 아치광고물(건)
Real number (ℝ)

ZEROS 

Distinct26
Distinct (%)14.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.1564246
Minimum0
Maximum52
Zeros98
Zeros (%)54.7%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:32.826581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile30.1
Maximum52
Range52
Interquartile range (IQR)2

Descriptive statistics

Standard deviation10.162063
Coefficient of variation (CV)2.444905
Kurtosis8.4000466
Mean4.1564246
Median Absolute Deviation (MAD)0
Skewness2.9998973
Sum744
Variance103.26753
MonotonicityNot monotonic
2024-01-10T08:05:32.934913image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0 98
54.7%
1 30
 
16.8%
3 14
 
7.8%
2 12
 
6.7%
25 3
 
1.7%
24 2
 
1.1%
30 1
 
0.6%
10 1
 
0.6%
14 1
 
0.6%
6 1
 
0.6%
Other values (16) 16
 
8.9%
ValueCountFrequency (%)
0 98
54.7%
1 30
 
16.8%
2 12
 
6.7%
3 14
 
7.8%
5 1
 
0.6%
6 1
 
0.6%
7 1
 
0.6%
10 1
 
0.6%
13 1
 
0.6%
14 1
 
0.6%
ValueCountFrequency (%)
52 1
0.6%
46 1
0.6%
45 1
0.6%
44 1
0.6%
41 1
0.6%
39 1
0.6%
37 1
0.6%
35 1
0.6%
31 1
0.6%
30 1
0.6%

고정광고물 창문이용광고물(건)
Real number (ℝ)

ZEROS 

Distinct22
Distinct (%)12.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.8603352
Minimum0
Maximum50
Zeros96
Zeros (%)53.6%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:33.034959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile17.1
Maximum50
Range50
Interquartile range (IQR)2

Descriptive statistics

Standard deviation6.8808105
Coefficient of variation (CV)2.4055958
Kurtosis19.060847
Mean2.8603352
Median Absolute Deviation (MAD)0
Skewness3.9699314
Sum512
Variance47.345553
MonotonicityNot monotonic
2024-01-10T08:05:33.432941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
0 96
53.6%
1 30
 
16.8%
2 17
 
9.5%
3 7
 
3.9%
6 5
 
2.8%
5 3
 
1.7%
18 2
 
1.1%
13 2
 
1.1%
17 2
 
1.1%
4 2
 
1.1%
Other values (12) 13
 
7.3%
ValueCountFrequency (%)
0 96
53.6%
1 30
 
16.8%
2 17
 
9.5%
3 7
 
3.9%
4 2
 
1.1%
5 3
 
1.7%
6 5
 
2.8%
7 1
 
0.6%
8 1
 
0.6%
12 2
 
1.1%
ValueCountFrequency (%)
50 1
0.6%
42 1
0.6%
28 1
0.6%
24 1
0.6%
23 1
0.6%
22 1
0.6%
19 1
0.6%
18 2
1.1%
17 2
1.1%
16 1
0.6%

유동광고물 현수막(건)
Real number (ℝ)

UNIQUE 

Distinct179
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean116629.44
Minimum0
Maximum1596160
Zeros1
Zeros (%)0.6%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:33.587038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1473.3
Q118105.5
median37277
Q380944
95-th percentile566734.2
Maximum1596160
Range1596160
Interquartile range (IQR)62838.5

Descriptive statistics

Standard deviation268413.52
Coefficient of variation (CV)2.3014217
Kurtosis17.837742
Mean116629.44
Median Absolute Deviation (MAD)23540
Skewness4.1630578
Sum20876670
Variance7.2045819 × 1010
MonotonicityNot monotonic
2024-01-10T08:05:33.731462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
346068 1
 
0.6%
42980 1
 
0.6%
13737 1
 
0.6%
615057 1
 
0.6%
55726 1
 
0.6%
49135 1
 
0.6%
132595 1
 
0.6%
116893 1
 
0.6%
126459 1
 
0.6%
160810 1
 
0.6%
Other values (169) 169
94.4%
ValueCountFrequency (%)
0 1
0.6%
246 1
0.6%
268 1
0.6%
419 1
0.6%
1216 1
0.6%
1278 1
0.6%
1298 1
0.6%
1312 1
0.6%
1467 1
0.6%
1474 1
0.6%
ValueCountFrequency (%)
1596160 1
0.6%
1561307 1
0.6%
1445100 1
0.6%
1442060 1
0.6%
1242668 1
0.6%
1210829 1
0.6%
615057 1
0.6%
592304 1
0.6%
585636 1
0.6%
564634 1
0.6%

유동광고물 벽보(건)
Real number (ℝ)

ZEROS 

Distinct148
Distinct (%)82.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9567.3966
Minimum0
Maximum148699
Zeros13
Zeros (%)7.3%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:33.859020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q193.5
median421
Q35344.5
95-th percentile50846.1
Maximum148699
Range148699
Interquartile range (IQR)5251

Descriptive statistics

Standard deviation24360.222
Coefficient of variation (CV)2.5461704
Kurtosis17.111864
Mean9567.3966
Median Absolute Deviation (MAD)420
Skewness3.9764628
Sum1712564
Variance5.9342043 × 108
MonotonicityNot monotonic
2024-01-10T08:05:33.990023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 13
 
7.3%
1 4
 
2.2%
321 3
 
1.7%
329 3
 
1.7%
142 2
 
1.1%
7 2
 
1.1%
347 2
 
1.1%
55 2
 
1.1%
435 2
 
1.1%
170 2
 
1.1%
Other values (138) 144
80.4%
ValueCountFrequency (%)
0 13
7.3%
1 4
 
2.2%
2 2
 
1.1%
4 1
 
0.6%
7 2
 
1.1%
8 1
 
0.6%
10 1
 
0.6%
11 1
 
0.6%
12 1
 
0.6%
14 1
 
0.6%
ValueCountFrequency (%)
148699 1
0.6%
144262 1
0.6%
132404 1
0.6%
125264 1
0.6%
91140 1
0.6%
81554 1
0.6%
75933 1
0.6%
63608 1
0.6%
58587 1
0.6%
49986 1
0.6%

유동광고물 전단(건)
Real number (ℝ)

ZEROS 

Distinct123
Distinct (%)68.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10109.039
Minimum0
Maximum263281
Zeros5
Zeros (%)2.8%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:34.116027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1.9
Q110.5
median74
Q3926.5
95-th percentile46989.6
Maximum263281
Range263281
Interquartile range (IQR)916

Descriptive statistics

Standard deviation40218.358
Coefficient of variation (CV)3.978455
Kurtosis21.396341
Mean10109.039
Median Absolute Deviation (MAD)72
Skewness4.6570273
Sum1809518
Variance1.6175163 × 109
MonotonicityNot monotonic
2024-01-10T08:05:34.236252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
13 7
 
3.9%
6 6
 
3.4%
12 5
 
2.8%
2 5
 
2.8%
7 5
 
2.8%
10 5
 
2.8%
4 5
 
2.8%
0 5
 
2.8%
8 4
 
2.2%
23 4
 
2.2%
Other values (113) 128
71.5%
ValueCountFrequency (%)
0 5
2.8%
1 4
2.2%
2 5
2.8%
3 1
 
0.6%
4 5
2.8%
5 2
 
1.1%
6 6
3.4%
7 5
2.8%
8 4
2.2%
9 3
1.7%
ValueCountFrequency (%)
263281 1
0.6%
216183 1
0.6%
213361 1
0.6%
199151 1
0.6%
181141 1
0.6%
175406 1
0.6%
156875 1
0.6%
89213 1
0.6%
48831 1
0.6%
46785 1
0.6%

유동광고물 입간판(건)
Real number (ℝ)

ZEROS 

Distinct30
Distinct (%)16.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.050279
Minimum0
Maximum299
Zeros115
Zeros (%)64.2%
Negative0
Negative (%)0.0%
Memory size1.7 KiB
2024-01-10T08:05:34.346143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile115.7
Maximum299
Range299
Interquartile range (IQR)2

Descriptive statistics

Standard deviation49.210997
Coefficient of variation (CV)3.269773
Kurtosis16.320213
Mean15.050279
Median Absolute Deviation (MAD)0
Skewness3.9940019
Sum2694
Variance2421.7222
MonotonicityNot monotonic
2024-01-10T08:05:34.454504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
0 115
64.2%
1 16
 
8.9%
2 9
 
5.0%
6 5
 
2.8%
5 4
 
2.2%
3 4
 
2.2%
4 3
 
1.7%
156 1
 
0.6%
21 1
 
0.6%
70 1
 
0.6%
Other values (20) 20
 
11.2%
ValueCountFrequency (%)
0 115
64.2%
1 16
 
8.9%
2 9
 
5.0%
3 4
 
2.2%
4 3
 
1.7%
5 4
 
2.2%
6 5
 
2.8%
12 1
 
0.6%
15 1
 
0.6%
21 1
 
0.6%
ValueCountFrequency (%)
299 1
0.6%
294 1
0.6%
218 1
0.6%
212 1
0.6%
210 1
0.6%
193 1
0.6%
166 1
0.6%
156 1
0.6%
131 1
0.6%
114 1
0.6%

Sample

기준년도지역계(건)고정광고물 벽면이용간판(건)고정광고물 가로형간판(건)고정광고물 세로형간판(건)고정광고물 돌출간판(건)고정광고물 공연간판(건)고정광고물 옥상간판(건)고정광고물 지주이용간판(건)고정광고물 애드벌룬(건)고정광고물 공공시설물이용광고물(건)고정광고물 교통시설이용광고물(건)고정광고물 교통수단이용광고물(건)고정광고물 선전탑(건)고정광고물 아치광고물(건)고정광고물 창문이용광고물(건)유동광고물 현수막(건)유동광고물 벽보(건)유동광고물 전단(건)유동광고물 입간판(건)
02012계559017063980451292951231139718223119132023246154302334606891140138400
12012서울386730192707943673512125313881913412006341529611600
22012부산29283039837336083110335383842046600013834522411960
32012대구88320327415195103631554611240110131258610390
42012인천770680342362016030258183428310021034499861770
52012광주662702486131593432145122060110014743294570
62012대전246500128413961118207562412000149953370550
72012울산2120201475301140057291634010008181321270
82012경기12064701296341492736108131911846885141530714072676422980
92012강원636450147310982238464702112300604549350
기준년도지역계(건)고정광고물 벽면이용간판(건)고정광고물 가로형간판(건)고정광고물 세로형간판(건)고정광고물 돌출간판(건)고정광고물 공연간판(건)고정광고물 옥상간판(건)고정광고물 지주이용간판(건)고정광고물 애드벌룬(건)고정광고물 공공시설물이용광고물(건)고정광고물 교통시설이용광고물(건)고정광고물 교통수단이용광고물(건)고정광고물 선전탑(건)고정광고물 아치광고물(건)고정광고물 창문이용광고물(건)유동광고물 현수막(건)유동광고물 벽보(건)유동광고물 전단(건)유동광고물 입간판(건)
1692021세종17201810040162500000001467000
1702021경기481789980800919924453079112437789110456185145453926
1712021강원6817011710015230194106527641110641222980
1722021충북86288127700868085669411112618048324855111
1732021충남113217143200732078667434118210110038941232
1742021전북13075414840012680121519210113761012716124182
1752021전남68917166300107901736506202284443565043107153
1762021경북95817191300107236274035235131919352985
1772021경남118555253500261702021449563384100111423519725
1782021제주5329330160014700975600132523146475541703531