Overview

Dataset statistics

Number of variables22
Number of observations292
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory56.3 KiB
Average record size in memory197.5 B

Variable types

Numeric18
Categorical4

Dataset

Description인천광역시 교통행정종합관리시스템 단속 관련 자료로, 단속년도, 단속대상, 단속월, 총건수, 단속건수, 계도건수, 견인건수, 부과건수, 어린이보호구역건수,서손건수, 기타서손건수, 의견접수건수, 의견진행건수, 의견가결건수, 의견부결건수, 이의접수건수, 이의진행건수, 이의가결건수, 이의부결건수, 단속금액, 서손금액, 어린이보호구역금액 등으로 구성되어 있습니다.총건수(A=B+D), 서손건수(D=E+H+L), 의견접수건수(F=G+H+I), 이의접수건수(J=K+L+M)
Author인천광역시
URLhttps://www.data.go.kr/data/15049215/fileData.do

Alerts

단속대상 has constant value ""Constant
견인건수 has constant value ""Constant
어린이 보호구역금액 has constant value ""Constant
어린이 보호구역건수 is highly imbalanced (96.7%)Imbalance
계도건수 has 285 (97.6%) zerosZeros
기타서손건수 has 27 (9.2%) zerosZeros
의견접수건수 has 68 (23.3%) zerosZeros
의견진행건수 has 263 (90.1%) zerosZeros
의견가결건수 has 66 (22.6%) zerosZeros
의견부결건수 has 69 (23.6%) zerosZeros
이의접수건수 has 50 (17.1%) zerosZeros
이의진행건수 has 228 (78.1%) zerosZeros
이의가결건수 has 65 (22.3%) zerosZeros
이의부결건수 has 143 (49.0%) zerosZeros

Reproduction

Analysis started2024-01-06 12:32:42.080966
Analysis finished2024-01-06 12:32:42.510848
Duration0.43 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

단속년도
Real number (ℝ)

Distinct25
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2010.1849
Minimum1998
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:42.802468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1998
5-th percentile1999
Q12004
median2010
Q32016
95-th percentile2022
Maximum2023
Range25
Interquartile range (IQR)12

Descriptive statistics

Standard deviation7.2144409
Coefficient of variation (CV)0.0035889439
Kurtosis-1.1125246
Mean2010.1849
Median Absolute Deviation (MAD)6
Skewness0.070283042
Sum586974
Variance52.048157
MonotonicityIncreasing
2024-01-06T12:32:43.272487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
2011 12
 
4.1%
2023 12
 
4.1%
2019 12
 
4.1%
2018 12
 
4.1%
2017 12
 
4.1%
2016 12
 
4.1%
2015 12
 
4.1%
2014 12
 
4.1%
2013 12
 
4.1%
2012 12
 
4.1%
Other values (15) 172
58.9%
ValueCountFrequency (%)
1998 7
2.4%
1999 12
4.1%
2000 12
4.1%
2001 12
4.1%
2002 12
4.1%
2003 12
4.1%
2004 12
4.1%
2005 12
4.1%
2006 12
4.1%
2007 12
4.1%
ValueCountFrequency (%)
2023 12
4.1%
2022 12
4.1%
2020 9
3.1%
2019 12
4.1%
2018 12
4.1%
2017 12
4.1%
2016 12
4.1%
2015 12
4.1%
2014 12
4.1%
2013 12
4.1%

단속대상
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
버스전용차로
292 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
버스전용차로 292
100.0%

Length

2024-01-06T12:32:43.722284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:32:44.151401image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
버스전용차로 292
100.0%

단속월
Real number (ℝ)

Distinct13
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.616438
Minimum1
Maximum1210
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:44.442772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q14
median7
Q39
95-th percentile12
Maximum1210
Range1209
Interquartile range (IQR)5

Descriptive statistics

Standard deviation70.512972
Coefficient of variation (CV)6.641867
Kurtosis290.61074
Mean10.616438
Median Absolute Deviation (MAD)3
Skewness17.027203
Sum3100
Variance4972.0792
MonotonicityNot monotonic
2024-01-06T12:32:44.773479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
6 25
8.6%
7 25
8.6%
8 25
8.6%
9 25
8.6%
10 24
8.2%
11 24
8.2%
1 24
8.2%
2 24
8.2%
3 24
8.2%
4 24
8.2%
Other values (3) 48
16.4%
ValueCountFrequency (%)
1 24
8.2%
2 24
8.2%
3 24
8.2%
4 24
8.2%
5 24
8.2%
6 25
8.6%
7 25
8.6%
8 25
8.6%
9 25
8.6%
10 24
8.2%
ValueCountFrequency (%)
1210 1
 
0.3%
12 23
7.9%
11 24
8.2%
10 24
8.2%
9 25
8.6%
8 25
8.6%
7 25
8.6%
6 25
8.6%
5 24
8.2%
4 24
8.2%

총건수
Real number (ℝ)

Distinct287
Distinct (%)98.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3059.6164
Minimum522
Maximum19717
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:45.242147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum522
5-th percentile947.55
Q11638.5
median2794.5
Q33673.25
95-th percentile6245.4
Maximum19717
Range19195
Interquartile range (IQR)2034.75

Descriptive statistics

Standard deviation2178.7375
Coefficient of variation (CV)0.71209498
Kurtosis15.79902
Mean3059.6164
Median Absolute Deviation (MAD)1056
Skewness3.102047
Sum893408
Variance4746897.1
MonotonicityNot monotonic
2024-01-06T12:32:45.737959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1961 2
 
0.7%
4421 2
 
0.7%
2776 2
 
0.7%
1095 2
 
0.7%
1581 2
 
0.7%
13460 1
 
0.3%
759 1
 
0.3%
1513 1
 
0.3%
1299 1
 
0.3%
987 1
 
0.3%
Other values (277) 277
94.9%
ValueCountFrequency (%)
522 1
0.3%
536 1
0.3%
617 1
0.3%
708 1
0.3%
730 1
0.3%
733 1
0.3%
759 1
0.3%
838 1
0.3%
864 1
0.3%
866 1
0.3%
ValueCountFrequency (%)
19717 1
0.3%
13460 1
0.3%
12548 1
0.3%
11886 1
0.3%
11858 1
0.3%
11758 1
0.3%
9391 1
0.3%
8569 1
0.3%
7750 1
0.3%
7636 1
0.3%

단속건수
Real number (ℝ)

Distinct286
Distinct (%)97.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2722.2774
Minimum11
Maximum12955
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:46.265700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum11
5-th percentile915.85
Q11562
median2516.5
Q33339.5
95-th percentile5668.25
Maximum12955
Range12944
Interquartile range (IQR)1777.5

Descriptive statistics

Standard deviation1693.0438
Coefficient of variation (CV)0.62192184
Kurtosis8.8199669
Mean2722.2774
Median Absolute Deviation (MAD)903.5
Skewness2.2410442
Sum794905
Variance2866397.2
MonotonicityNot monotonic
2024-01-06T12:32:46.772295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1597 3
 
1.0%
2889 2
 
0.7%
1341 2
 
0.7%
1065 2
 
0.7%
1660 2
 
0.7%
12955 1
 
0.3%
702 1
 
0.3%
1442 1
 
0.3%
1249 1
 
0.3%
939 1
 
0.3%
Other values (276) 276
94.5%
ValueCountFrequency (%)
11 1
0.3%
512 1
0.3%
515 1
0.3%
597 1
0.3%
679 1
0.3%
698 1
0.3%
702 1
0.3%
725 1
0.3%
741 1
0.3%
818 1
0.3%
ValueCountFrequency (%)
12955 1
0.3%
11636 1
0.3%
11286 1
0.3%
9048 1
0.3%
7546 1
0.3%
7302 1
0.3%
6906 1
0.3%
6258 1
0.3%
6178 1
0.3%
6111 1
0.3%

계도건수
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean59.715753
Minimum0
Maximum8576
Zeros285
Zeros (%)97.6%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:47.108530image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum8576
Range8576
Interquartile range (IQR)0

Descriptive statistics

Standard deviation668.96502
Coefficient of variation (CV)11.202488
Kurtosis144.63139
Mean59.715753
Median Absolute Deviation (MAD)0
Skewness12.022895
Sum17437
Variance447514.2
MonotonicityNot monotonic
2024-01-06T12:32:47.536303image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 285
97.6%
120 1
 
0.3%
106 1
 
0.3%
213 1
 
0.3%
228 1
 
0.3%
8576 1
 
0.3%
7563 1
 
0.3%
631 1
 
0.3%
ValueCountFrequency (%)
0 285
97.6%
106 1
 
0.3%
120 1
 
0.3%
213 1
 
0.3%
228 1
 
0.3%
631 1
 
0.3%
7563 1
 
0.3%
8576 1
 
0.3%
ValueCountFrequency (%)
8576 1
 
0.3%
7563 1
 
0.3%
631 1
 
0.3%
228 1
 
0.3%
213 1
 
0.3%
120 1
 
0.3%
106 1
 
0.3%
0 285
97.6%

견인건수
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
0
292 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 292
100.0%

Length

2024-01-06T12:32:47.935319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:32:48.430018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 292
100.0%

부과건수
Real number (ℝ)

Distinct281
Distinct (%)96.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2721.7329
Minimum0
Maximum12954
Zeros1
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:48.783846image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile915.3
Q11562
median2516.5
Q33339.5
95-th percentile5668.25
Maximum12954
Range12954
Interquartile range (IQR)1777.5

Descriptive statistics

Standard deviation1693.2479
Coefficient of variation (CV)0.62212126
Kurtosis8.8159866
Mean2721.7329
Median Absolute Deviation (MAD)903.5
Skewness2.2405005
Sum794746
Variance2867088.4
MonotonicityNot monotonic
2024-01-06T12:32:49.360384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1597 3
 
1.0%
1065 2
 
0.7%
2575 2
 
0.7%
1660 2
 
0.7%
2484 2
 
0.7%
1884 2
 
0.7%
3135 2
 
0.7%
1800 2
 
0.7%
1341 2
 
0.7%
2888 2
 
0.7%
Other values (271) 271
92.8%
ValueCountFrequency (%)
0 1
0.3%
512 1
0.3%
515 1
0.3%
597 1
0.3%
679 1
0.3%
698 1
0.3%
702 1
0.3%
725 1
0.3%
740 1
0.3%
817 1
0.3%
ValueCountFrequency (%)
12954 1
0.3%
11636 1
0.3%
11286 1
0.3%
9048 1
0.3%
7546 1
0.3%
7302 1
0.3%
6906 1
0.3%
6258 1
0.3%
6178 1
0.3%
6111 1
0.3%

어린이 보호구역건수
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
0
291 
11631
 
1

Length

Max length5
Median length1
Mean length1.0136986
Min length1

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 291
99.7%
11631 1
 
0.3%

Length

2024-01-06T12:32:49.884896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:32:50.282168image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 291
99.7%
11631 1
 
0.3%

서손건수
Real number (ℝ)

Distinct188
Distinct (%)64.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean295.23973
Minimum0
Maximum10907
Zeros1
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:50.699505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile26.1
Q151
median131.5
Q3222
95-th percentile854.45
Maximum10907
Range10907
Interquartile range (IQR)171

Descriptive statistics

Standard deviation1014.0074
Coefficient of variation (CV)3.4345222
Kurtosis76.021302
Mean295.23973
Median Absolute Deviation (MAD)81.5
Skewness8.4910164
Sum86210
Variance1028211
MonotonicityNot monotonic
2024-01-06T12:32:51.089227image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
35 6
 
2.1%
39 6
 
2.1%
30 5
 
1.7%
143 5
 
1.7%
126 4
 
1.4%
52 4
 
1.4%
38 4
 
1.4%
43 4
 
1.4%
131 4
 
1.4%
71 3
 
1.0%
Other values (178) 247
84.6%
ValueCountFrequency (%)
0 1
 
0.3%
3 1
 
0.3%
10 1
 
0.3%
11 1
 
0.3%
19 3
1.0%
20 1
 
0.3%
21 2
0.7%
22 1
 
0.3%
24 2
0.7%
25 2
0.7%
ValueCountFrequency (%)
10907 1
0.3%
9121 1
0.3%
8431 1
0.3%
5421 1
0.3%
1310 1
0.3%
1120 1
0.3%
1082 1
0.3%
1072 1
0.3%
1031 1
0.3%
1006 1
0.3%

기타서손건수
Real number (ℝ)

ZEROS 

Distinct130
Distinct (%)44.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean166.44863
Minimum0
Maximum10871
Zeros27
Zeros (%)9.2%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:51.664422image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q17
median15
Q3141
95-th percentile697.85
Maximum10871
Range10871
Interquartile range (IQR)134

Descriptive statistics

Standard deviation728.968
Coefficient of variation (CV)4.3795374
Kurtosis168.50896
Mean166.44863
Median Absolute Deviation (MAD)15
Skewness12.192238
Sum48603
Variance531394.35
MonotonicityNot monotonic
2024-01-06T12:32:52.174701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 27
 
9.2%
7 22
 
7.5%
5 13
 
4.5%
8 10
 
3.4%
10 10
 
3.4%
12 10
 
3.4%
11 9
 
3.1%
13 7
 
2.4%
17 7
 
2.4%
14 7
 
2.4%
Other values (120) 170
58.2%
ValueCountFrequency (%)
0 27
9.2%
1 3
 
1.0%
2 5
 
1.7%
3 6
 
2.1%
4 6
 
2.1%
5 13
4.5%
6 6
 
2.1%
7 22
7.5%
8 10
 
3.4%
9 4
 
1.4%
ValueCountFrequency (%)
10871 1
0.3%
5258 1
0.3%
1259 1
0.3%
1058 1
0.3%
1031 1
0.3%
1009 1
0.3%
1007 1
0.3%
918 1
0.3%
917 2
0.7%
913 1
0.3%

의견접수건수
Real number (ℝ)

ZEROS 

Distinct138
Distinct (%)47.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean77.332192
Minimum0
Maximum895
Zeros68
Zeros (%)23.3%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:52.672561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q116.5
median56.5
Q3117
95-th percentile223
Maximum895
Range895
Interquartile range (IQR)100.5

Descriptive statistics

Standard deviation84.769158
Coefficient of variation (CV)1.0961691
Kurtosis28.868525
Mean77.332192
Median Absolute Deviation (MAD)56.5
Skewness3.5890629
Sum22581
Variance7185.8102
MonotonicityNot monotonic
2024-01-06T12:32:53.397471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 68
 
23.3%
117 5
 
1.7%
38 5
 
1.7%
28 4
 
1.4%
40 4
 
1.4%
41 4
 
1.4%
58 4
 
1.4%
59 3
 
1.0%
89 3
 
1.0%
39 3
 
1.0%
Other values (128) 189
64.7%
ValueCountFrequency (%)
0 68
23.3%
1 1
 
0.3%
6 1
 
0.3%
8 1
 
0.3%
10 1
 
0.3%
15 1
 
0.3%
17 1
 
0.3%
21 2
 
0.7%
23 1
 
0.3%
26 1
 
0.3%
ValueCountFrequency (%)
895 1
0.3%
320 1
0.3%
292 1
0.3%
270 1
0.3%
267 1
0.3%
249 1
0.3%
245 1
0.3%
242 1
0.3%
241 1
0.3%
239 1
0.3%

의견진행건수
Real number (ℝ)

ZEROS 

Distinct11
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.3287671
Minimum0
Maximum938
Zeros263
Zeros (%)90.1%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:53.754214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum938
Range938
Interquartile range (IQR)0

Descriptive statistics

Standard deviation80.712387
Coefficient of variation (CV)8.6519887
Kurtosis110.80309
Mean9.3287671
Median Absolute Deviation (MAD)0
Skewness10.256624
Sum2724
Variance6514.4895
MonotonicityNot monotonic
2024-01-06T12:32:54.080510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0 263
90.1%
1 13
 
4.5%
2 4
 
1.4%
5 3
 
1.0%
3 2
 
0.7%
4 2
 
0.7%
895 1
 
0.3%
938 1
 
0.3%
292 1
 
0.3%
320 1
 
0.3%
ValueCountFrequency (%)
0 263
90.1%
1 13
 
4.5%
2 4
 
1.4%
3 2
 
0.7%
4 2
 
0.7%
5 3
 
1.0%
229 1
 
0.3%
292 1
 
0.3%
320 1
 
0.3%
895 1
 
0.3%
ValueCountFrequency (%)
938 1
 
0.3%
895 1
 
0.3%
320 1
 
0.3%
292 1
 
0.3%
229 1
 
0.3%
5 3
 
1.0%
4 2
 
0.7%
3 2
 
0.7%
2 4
 
1.4%
1 13
4.5%

의견가결건수
Real number (ℝ)

ZEROS 

Distinct124
Distinct (%)42.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3277.5925
Minimum0
Maximum938128
Zeros66
Zeros (%)22.6%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:54.590028image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q114.5
median41
Q3105
95-th percentile199.9
Maximum938128
Range938128
Interquartile range (IQR)90.5

Descriptive statistics

Standard deviation54896.033
Coefficient of variation (CV)16.748889
Kurtosis291.99891
Mean3277.5925
Median Absolute Deviation (MAD)41
Skewness17.08796
Sum957057
Variance3.0135744 × 109
MonotonicityNot monotonic
2024-01-06T12:32:55.313317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 66
 
22.6%
25 7
 
2.4%
21 6
 
2.1%
30 6
 
2.1%
24 6
 
2.1%
41 4
 
1.4%
51 4
 
1.4%
78 4
 
1.4%
28 4
 
1.4%
17 4
 
1.4%
Other values (114) 181
62.0%
ValueCountFrequency (%)
0 66
22.6%
1 1
 
0.3%
5 1
 
0.3%
6 1
 
0.3%
9 1
 
0.3%
11 1
 
0.3%
12 1
 
0.3%
13 1
 
0.3%
15 2
 
0.7%
16 1
 
0.3%
ValueCountFrequency (%)
938128 1
0.3%
776 1
0.3%
274 1
0.3%
251 1
0.3%
235 1
0.3%
226 1
0.3%
222 1
0.3%
217 1
0.3%
212 1
0.3%
211 1
0.3%

의견부결건수
Real number (ℝ)

ZEROS 

Distinct44
Distinct (%)15.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.383562
Minimum0
Maximum83
Zeros69
Zeros (%)23.6%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:55.827760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median11.5
Q317
95-th percentile33
Maximum83
Range83
Interquartile range (IQR)15

Descriptive statistics

Standard deviation11.671777
Coefficient of variation (CV)0.94252183
Kurtosis5.9113533
Mean12.383562
Median Absolute Deviation (MAD)7
Skewness1.7166787
Sum3616
Variance136.23038
MonotonicityNot monotonic
2024-01-06T12:32:56.505581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
0 69
23.6%
16 17
 
5.8%
12 15
 
5.1%
8 15
 
5.1%
15 13
 
4.5%
11 12
 
4.1%
9 12
 
4.1%
14 12
 
4.1%
20 10
 
3.4%
13 10
 
3.4%
Other values (34) 107
36.6%
ValueCountFrequency (%)
0 69
23.6%
1 3
 
1.0%
2 4
 
1.4%
3 4
 
1.4%
4 2
 
0.7%
5 7
 
2.4%
6 5
 
1.7%
7 7
 
2.4%
8 15
 
5.1%
9 12
 
4.1%
ValueCountFrequency (%)
83 1
0.3%
66 1
0.3%
57 1
0.3%
48 1
0.3%
46 1
0.3%
41 1
0.3%
40 2
0.7%
38 1
0.3%
37 2
0.7%
35 1
0.3%

이의접수건수
Real number (ℝ)

ZEROS 

Distinct49
Distinct (%)16.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.982877
Minimum0
Maximum109
Zeros50
Zeros (%)17.1%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:57.138667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median6.5
Q314.25
95-th percentile37
Maximum109
Range109
Interquartile range (IQR)12.25

Descriptive statistics

Standard deviation13.822999
Coefficient of variation (CV)1.2585955
Kurtosis10.815653
Mean10.982877
Median Absolute Deviation (MAD)5.5
Skewness2.6580626
Sum3207
Variance191.07531
MonotonicityNot monotonic
2024-01-06T12:32:57.659637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%)
0 50
17.1%
3 21
 
7.2%
1 19
 
6.5%
2 15
 
5.1%
6 15
 
5.1%
4 13
 
4.5%
5 13
 
4.5%
10 13
 
4.5%
8 12
 
4.1%
9 12
 
4.1%
Other values (39) 109
37.3%
ValueCountFrequency (%)
0 50
17.1%
1 19
 
6.5%
2 15
 
5.1%
3 21
7.2%
4 13
 
4.5%
5 13
 
4.5%
6 15
 
5.1%
7 8
 
2.7%
8 12
 
4.1%
9 12
 
4.1%
ValueCountFrequency (%)
109 1
0.3%
71 1
0.3%
63 1
0.3%
59 1
0.3%
55 2
0.7%
54 1
0.3%
52 1
0.3%
50 1
0.3%
47 1
0.3%
44 1
0.3%

이의진행건수
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0582192
Minimum0
Maximum71
Zeros228
Zeros (%)78.1%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:58.073635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum71
Range71
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5.9256592
Coefficient of variation (CV)5.5996521
Kurtosis109.27183
Mean1.0582192
Median Absolute Deviation (MAD)0
Skewness10.118485
Sum309
Variance35.113437
MonotonicityNot monotonic
2024-01-06T12:32:58.506720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 228
78.1%
1 25
 
8.6%
2 20
 
6.8%
3 6
 
2.1%
6 3
 
1.0%
4 3
 
1.0%
7 1
 
0.3%
11 1
 
0.3%
8 1
 
0.3%
5 1
 
0.3%
Other values (3) 3
 
1.0%
ValueCountFrequency (%)
0 228
78.1%
1 25
 
8.6%
2 20
 
6.8%
3 6
 
2.1%
4 3
 
1.0%
5 1
 
0.3%
6 3
 
1.0%
7 1
 
0.3%
8 1
 
0.3%
11 1
 
0.3%
ValueCountFrequency (%)
71 1
 
0.3%
63 1
 
0.3%
31 1
 
0.3%
11 1
 
0.3%
8 1
 
0.3%
7 1
 
0.3%
6 3
1.0%
5 1
 
0.3%
4 3
1.0%
3 6
2.1%

이의가결건수
Real number (ℝ)

ZEROS 

Distinct39
Distinct (%)13.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.5582192
Minimum0
Maximum66
Zeros65
Zeros (%)22.3%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:58.937550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median4.5
Q310
95-th percentile26.9
Maximum66
Range66
Interquartile range (IQR)9

Descriptive statistics

Standard deviation9.7512023
Coefficient of variation (CV)1.2901455
Kurtosis8.3881147
Mean7.5582192
Median Absolute Deviation (MAD)4.5
Skewness2.485927
Sum2207
Variance95.085946
MonotonicityNot monotonic
2024-01-06T12:32:59.382889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
0 65
22.3%
2 24
 
8.2%
3 24
 
8.2%
1 22
 
7.5%
6 20
 
6.8%
7 14
 
4.8%
10 12
 
4.1%
5 12
 
4.1%
9 11
 
3.8%
4 11
 
3.8%
Other values (29) 77
26.4%
ValueCountFrequency (%)
0 65
22.3%
1 22
 
7.5%
2 24
 
8.2%
3 24
 
8.2%
4 11
 
3.8%
5 12
 
4.1%
6 20
 
6.8%
7 14
 
4.8%
8 9
 
3.1%
9 11
 
3.8%
ValueCountFrequency (%)
66 1
0.3%
57 1
0.3%
48 1
0.3%
47 1
0.3%
45 1
0.3%
36 2
0.7%
34 1
0.3%
32 1
0.3%
31 2
0.7%
30 1
0.3%

이의부결건수
Real number (ℝ)

ZEROS 

Distinct25
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0273973
Minimum0
Maximum75
Zeros143
Zeros (%)49.0%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:32:59.875770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q33
95-th percentile13.45
Maximum75
Range75
Interquartile range (IQR)3

Descriptive statistics

Standard deviation7.1372843
Coefficient of variation (CV)2.3575645
Kurtosis41.287042
Mean3.0273973
Median Absolute Deviation (MAD)1
Skewness5.4534514
Sum884
Variance50.940828
MonotonicityNot monotonic
2024-01-06T12:33:00.327948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
0 143
49.0%
1 38
 
13.0%
2 31
 
10.6%
3 16
 
5.5%
4 12
 
4.1%
5 10
 
3.4%
6 7
 
2.4%
9 5
 
1.7%
7 4
 
1.4%
10 3
 
1.0%
Other values (15) 23
 
7.9%
ValueCountFrequency (%)
0 143
49.0%
1 38
 
13.0%
2 31
 
10.6%
3 16
 
5.5%
4 12
 
4.1%
5 10
 
3.4%
6 7
 
2.4%
7 4
 
1.4%
8 3
 
1.0%
9 5
 
1.7%
ValueCountFrequency (%)
75 1
0.3%
40 1
0.3%
37 1
0.3%
32 1
0.3%
30 2
0.7%
28 1
0.3%
27 1
0.3%
18 2
0.7%
16 2
0.7%
15 1
0.3%

단속금액
Real number (ℝ)

Distinct289
Distinct (%)99.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.401231 × 108
Minimum25820000
Maximum6.6243 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:33:00.885561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum25820000
5-th percentile46794000
Q179176250
median1.294425 × 108
Q31.69435 × 108
95-th percentile2.90475 × 108
Maximum6.6243 × 108
Range6.3661 × 108
Interquartile range (IQR)90258750

Descriptive statistics

Standard deviation89916284
Coefficient of variation (CV)0.64169494
Kurtosis8.8590657
Mean1.401231 × 108
Median Absolute Deviation (MAD)46522500
Skewness2.3473559
Sum4.0915945 × 1010
Variance8.0849382 × 1015
MonotonicityNot monotonic
2024-01-06T12:33:01.366341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
136315000 2
 
0.7%
143530000 2
 
0.7%
70695000 2
 
0.7%
662430000 1
 
0.3%
34140000 1
 
0.3%
49110000 1
 
0.3%
35130000 1
 
0.3%
72070000 1
 
0.3%
62605000 1
 
0.3%
46970000 1
 
0.3%
Other values (279) 279
95.5%
ValueCountFrequency (%)
25820000 1
0.3%
26120000 1
0.3%
30165000 1
0.3%
34140000 1
0.3%
35060000 1
0.3%
35130000 1
0.3%
36390000 1
0.3%
37290000 1
0.3%
40880000 1
0.3%
41470000 1
0.3%
ValueCountFrequency (%)
662430000 1
0.3%
593860000 1
0.3%
581710000 1
0.3%
564695000 1
0.3%
462480000 1
0.3%
385030000 1
0.3%
375810000 1
0.3%
353540000 1
0.3%
319330000 1
0.3%
314520000 1
0.3%

서손금액
Real number (ℝ)

Distinct265
Distinct (%)90.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14100428
Minimum50000
Maximum5.4617 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-01-06T12:33:01.771280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum50000
5-th percentile1147500
Q12492500
median6820000
Q311161250
95-th percentile40633000
Maximum5.4617 × 108
Range5.4612 × 108
Interquartile range (IQR)8668750

Descriptive statistics

Standard deviation48527533
Coefficient of variation (CV)3.4415645
Kurtosis89.53532
Mean14100428
Median Absolute Deviation (MAD)4362500
Skewness9.2612859
Sum4.117325 × 109
Variance2.3549214 × 1015
MonotonicityNot monotonic
2024-01-06T12:33:02.225013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1550000 3
 
1.0%
970000 3
 
1.0%
2070000 2
 
0.7%
2060000 2
 
0.7%
1960000 2
 
0.7%
6910000 2
 
0.7%
9290000 2
 
0.7%
6820000 2
 
0.7%
2570000 2
 
0.7%
7020000 2
 
0.7%
Other values (255) 270
92.5%
ValueCountFrequency (%)
50000 1
 
0.3%
460000 1
 
0.3%
530000 1
 
0.3%
610000 1
 
0.3%
880000 1
 
0.3%
950000 1
 
0.3%
970000 3
1.0%
1010000 1
 
0.3%
1030000 1
 
0.3%
1050000 1
 
0.3%
ValueCountFrequency (%)
546170000 1
0.3%
456880000 1
0.3%
422140000 1
0.3%
66750000 1
0.3%
57040000 1
0.3%
55250000 1
0.3%
54710000 1
0.3%
53020000 1
0.3%
51400000 1
0.3%
50520000 1
0.3%

어린이 보호구역금액
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
0
292 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 292
100.0%

Length

2024-01-06T12:33:02.697153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T12:33:03.192920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 292
100.0%

Sample

단속년도단속대상단속월총건수단속건수계도건수견인건수부과건수어린이 보호구역건수서손건수기타서손건수의견접수건수의견진행건수의견가결건수의견부결건수이의접수건수이의진행건수이의가결건수이의부결건수단속금액서손금액어린이 보호구역금액
01998버스전용차로613460129550012954050550300002020662430000268700000
11998버스전용차로711858116360011636022222200000000593860000116900000
21998버스전용차로85398527800527801201200000000026913000065500000
31998버스전용차로964706258006258021221200000000319330000120900000
41998버스전용차로1093919048009048034334300001100462480000190700000
51998버스전용차로1160125427005427058558500000000277340000302600000
61998버스전용차로1277507546007546020420400001001385030000107400000
71999버스전용차로149504716004716023423300001010240980000132700000
81999버스전용차로220861994001994092920000000010185000052800000
91999버스전용차로333283081003081024724700000000157390000143700000
단속년도단속대상단속월총건수단속건수계도건수견인건수부과건수어린이 보호구역건수서손건수기타서손건수의견접수건수의견진행건수의견가결건수의견부결건수이의접수건수이의진행건수이의가결건수이의부결건수단속금액서손금액어린이 보호구역금액
2822023버스전용차로330922874002874042302390199401010144160000108900000
2832023버스전용차로4278825752130257502130222018933140121129230000107500000
2842023버스전용차로5305428262280282602280241021130120102141870000113600000
2852023버스전용차로611758263785760263709121021501773840401322200004568800000
2862023버스전용차로7197171128675630112860843108958957765763635785646950004221400000
2872023버스전용차로81254811631001163109170938938128667171665581710000454900000
2882023버스전용차로93540324100324102990292292251413131283162270000141300000
2892023버스전용차로103431315000315002810320320274461110157820000137700000
2902023버스전용차로1137213498003498022302292292501110175525000103100000
2912023버스전용차로1210106810650010650301110000053480000500000