Dataset statistics
Number of variables | 10 |
---|---|
Number of observations | 230 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 19.4 KiB |
Average record size in memory | 86.6 B |
Variable types
Categorical | 5 |
---|---|
Numeric | 5 |
Dataset
Description | 울산광역시 남구 지방세 체납 현황에 대한 데이터로 시도명, 시군구명, 자치단체코드, 과세년도, 세목명, 체납액구간, 체납건수, 체납금액 등의 항목을 제공합니다. |
---|---|
Author | 울산광역시 남구 |
URL | https://www.data.go.kr/data/15078402/fileData.do |
시도명 has constant value "" | Constant |
시군구명 has constant value "" | Constant |
자치단체코드 has constant value "" | Constant |
체납건수 is highly overall correlated with 누적체납건수 and 1 other fields | High correlation |
체납금액 is highly overall correlated with 누적체납금액 | High correlation |
누적체납건수 is highly overall correlated with 체납건수 | High correlation |
누적체납금액 is highly overall correlated with 체납건수 and 1 other fields | High correlation |
체납금액 has unique values | Unique |
누적체납금액 has unique values | Unique |
Reproduction
Analysis started | 2024-04-29 22:42:39.791006 |
---|---|
Analysis finished | 2024-04-29 22:42:43.847496 |
Duration | 4.06 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
울산광역시 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 울산광역시 |
---|---|
2nd row | 울산광역시 |
3rd row | 울산광역시 |
4th row | 울산광역시 |
5th row | 울산광역시 |
Common Values
Value | Count | Frequency (%) |
울산광역시 | 230 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
울산광역시 | 230 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
남구 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 남구 |
---|---|
2nd row | 남구 |
3rd row | 남구 |
4th row | 남구 |
5th row | 남구 |
Common Values
Value | Count | Frequency (%) |
남구 | 230 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
남구 | 230 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
31140 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 31140 |
---|---|
2nd row | 31140 |
3rd row | 31140 |
4th row | 31140 |
5th row | 31140 |
Common Values
Value | Count | Frequency (%) |
31140 | 230 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
31140 | 230 |
과세년도
Real number (ℝ)
Distinct | 6 |
---|---|
Distinct (%) | 2.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2019.6348 |
Minimum | 2017 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.2 KiB |
Quantile statistics
Minimum | 2017 |
---|---|
5-th percentile | 2017 |
Q1 | 2018 |
median | 2020 |
Q3 | 2021 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 5 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 1.6942257 |
---|---|
Coefficient of variation (CV) | 0.00083887725 |
Kurtosis | -1.2381642 |
Mean | 2019.6348 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -0.098372261 |
Sum | 464516 |
Variance | 2.8704006 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2022 | 42 | |
2021 | 41 | |
2020 | 40 | |
2019 | 38 | |
2018 | 36 | |
2017 | 33 |
Value | Count | Frequency (%) |
2017 | 33 | |
2018 | 36 | |
2019 | 38 | |
2020 | 40 | |
2021 | 41 | |
2022 | 42 |
Value | Count | Frequency (%) |
2022 | 42 | |
2021 | 41 | |
2020 | 40 | |
2019 | 38 | |
2018 | 36 | |
2017 | 33 |
세목명
Categorical
Distinct | 7 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
지방소득세 | |
---|---|
재산세 | |
취득세 | |
주민세 | |
자동차세 | |
Other values (2) |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 3.8695652 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 등록면허세 |
---|---|
2nd row | 등록면허세 |
3rd row | 자동차세 |
4th row | 자동차세 |
5th row | 자동차세 |
Common Values
Value | Count | Frequency (%) |
지방소득세 | 63 | |
재산세 | 52 | |
취득세 | 45 | |
주민세 | 28 | |
자동차세 | 24 | 10.4% |
등록면허세 | 11 | 4.8% |
지역자원시설세 | 7 | 3.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
지방소득세 | 63 | |
재산세 | 52 | |
취득세 | 45 | |
주민세 | 28 | |
자동차세 | 24 | 10.4% |
등록면허세 | 11 | 4.8% |
지역자원시설세 | 7 | 3.0% |
체납액구간
Categorical
Distinct | 11 |
---|---|
Distinct (%) | 4.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
10만원 미만 | |
---|---|
10만원~30만원미만 | |
30만원~50만원미만 | |
50만원~1백만원미만 | |
1백만원~3백만원미만 | |
Other values (6) |
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 10.165217 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 10만원 미만 |
---|---|
2nd row | 10만원~30만원미만 |
3rd row | 10만원 미만 |
4th row | 10만원~30만원미만 |
5th row | 30만원~50만원미만 |
Common Values
Value | Count | Frequency (%) |
10만원 미만 | 42 | |
10만원~30만원미만 | 35 | |
30만원~50만원미만 | 29 | |
50만원~1백만원미만 | 28 | |
1백만원~3백만원미만 | 21 | |
5백만원~1천만원미만 | 17 | |
3백만원~5백만원미만 | 16 | 7.0% |
1천만원~3천만원미만 | 14 | 6.1% |
3천만원~5천만원미만 | 11 | 4.8% |
5천만원~1억원미만 | 10 | 4.3% |
Length
Value | Count | Frequency (%) |
10만원 | 42 | |
미만 | 42 | |
10만원~30만원미만 | 35 | |
30만원~50만원미만 | 29 | |
50만원~1백만원미만 | 28 | |
1백만원~3백만원미만 | 21 | |
5백만원~1천만원미만 | 17 | |
3백만원~5백만원미만 | 16 | 5.9% |
1천만원~3천만원미만 | 14 | 5.1% |
3천만원~5천만원미만 | 11 | 4.0% |
Other values (2) | 17 |
체납건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 112 |
---|---|
Distinct (%) | 48.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 498.66522 |
Minimum | 1 |
---|---|
Maximum | 13873 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.2 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 3 |
median | 16 |
Q3 | 151.75 |
95-th percentile | 2173.05 |
Maximum | 13873 |
Range | 13872 |
Interquartile range (IQR) | 148.75 |
Descriptive statistics
Standard deviation | 1667.1176 |
---|---|
Coefficient of variation (CV) | 3.3431601 |
Kurtosis | 37.921531 |
Mean | 498.66522 |
Median Absolute Deviation (MAD) | 15 |
Skewness | 5.8425307 |
Sum | 114693 |
Variance | 2779281.2 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 33 | 14.3% |
3 | 15 | 6.5% |
2 | 14 | 6.1% |
4 | 11 | 4.8% |
7 | 7 | 3.0% |
5 | 7 | 3.0% |
9 | 6 | 2.6% |
6 | 6 | 2.6% |
8 | 4 | 1.7% |
44 | 3 | 1.3% |
Other values (102) | 124 |
Value | Count | Frequency (%) |
1 | 33 | |
2 | 14 | |
3 | 15 | |
4 | 11 | 4.8% |
5 | 7 | 3.0% |
6 | 6 | 2.6% |
7 | 7 | 3.0% |
8 | 4 | 1.7% |
9 | 6 | 2.6% |
10 | 3 | 1.3% |
Value | Count | Frequency (%) |
13873 | 1 | |
11898 | 1 | |
11798 | 1 | |
8002 | 1 | |
6846 | 1 | |
5170 | 1 | |
2866 | 1 | |
2658 | 1 | |
2416 | 1 | |
2375 | 1 |
체납금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 230 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.0736604 × 108 |
Minimum | 1930 |
---|---|
Maximum | 9.734041 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.2 KiB |
Quantile statistics
Minimum | 1930 |
---|---|
5-th percentile | 237636 |
Q1 | 4579172.5 |
median | 45840305 |
Q3 | 1.4524276 × 108 |
95-th percentile | 3.9275308 × 108 |
Maximum | 9.734041 × 108 |
Range | 9.7340217 × 108 |
Interquartile range (IQR) | 1.4066359 × 108 |
Descriptive statistics
Standard deviation | 1.5407518 × 108 |
---|---|
Coefficient of variation (CV) | 1.4350458 |
Kurtosis | 8.9432501 |
Mean | 1.0736604 × 108 |
Median Absolute Deviation (MAD) | 44810385 |
Skewness | 2.6141696 |
Sum | 2.4694189 × 1010 |
Variance | 2.3739161 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
39856670 | 1 | 0.4% |
48382100 | 1 | 0.4% |
365789120 | 1 | 0.4% |
85499830 | 1 | 0.4% |
379436450 | 1 | 0.4% |
331480110 | 1 | 0.4% |
40890 | 1 | 0.4% |
256160 | 1 | 0.4% |
611290 | 1 | 0.4% |
8786700 | 1 | 0.4% |
Other values (220) | 220 |
Value | Count | Frequency (%) |
1930 | 1 | |
16220 | 1 | |
27260 | 1 | |
40890 | 1 | |
45610 | 1 | |
63000 | 1 | |
110350 | 1 | |
111430 | 1 | |
129200 | 1 | |
139050 | 1 |
Value | Count | Frequency (%) |
973404100 | 1 | |
861735120 | 1 | |
828789230 | 1 | |
729351680 | 1 | |
545774550 | 1 | |
528952330 | 1 | |
487750000 | 1 | |
465782820 | 1 | |
457662350 | 1 | |
416526400 | 1 |
누적체납건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 159 |
---|---|
Distinct (%) | 69.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1677.6435 |
Minimum | 1 |
---|---|
Maximum | 42666 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.2 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 15.25 |
median | 76.5 |
Q3 | 585 |
95-th percentile | 8622.2 |
Maximum | 42666 |
Range | 42665 |
Interquartile range (IQR) | 569.75 |
Descriptive statistics
Standard deviation | 5206.0749 |
---|---|
Coefficient of variation (CV) | 3.103207 |
Kurtosis | 31.080915 |
Mean | 1677.6435 |
Median Absolute Deviation (MAD) | 73 |
Skewness | 5.2148722 |
Sum | 385858 |
Variance | 27103216 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 8 | 3.5% |
1 | 8 | 3.5% |
7 | 6 | 2.6% |
3 | 6 | 2.6% |
37 | 5 | 2.2% |
9 | 5 | 2.2% |
47 | 5 | 2.2% |
20 | 4 | 1.7% |
6 | 4 | 1.7% |
14 | 4 | 1.7% |
Other values (149) | 175 |
Value | Count | Frequency (%) |
1 | 8 | |
2 | 8 | |
3 | 6 | |
4 | 4 | |
5 | 2 | 0.9% |
6 | 4 | |
7 | 6 | |
8 | 2 | 0.9% |
9 | 5 | |
10 | 1 | 0.4% |
Value | Count | Frequency (%) |
42666 | 1 | |
33944 | 1 | |
32706 | 1 | |
28793 | 1 | |
20791 | 1 | |
13945 | 1 | |
13369 | 1 | |
12717 | 1 | |
10503 | 1 | |
10342 | 1 |
누적체납금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 230 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.0196082 × 108 |
Minimum | 61750 |
---|---|
Maximum | 2.4963186 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.2 KiB |
Quantile statistics
Minimum | 61750 |
---|---|
5-th percentile | 1592850 |
Q1 | 31971335 |
median | 1.2583292 × 108 |
Q3 | 3.6094933 × 108 |
95-th percentile | 1.2692566 × 109 |
Maximum | 2.4963186 × 109 |
Range | 2.4962568 × 109 |
Interquartile range (IQR) | 3.2897799 × 108 |
Descriptive statistics
Standard deviation | 4.3486502 × 108 |
---|---|
Coefficient of variation (CV) | 1.4401373 |
Kurtosis | 6.2410035 |
Mean | 3.0196082 × 108 |
Median Absolute Deviation (MAD) | 1.1161724 × 108 |
Skewness | 2.3744625 |
Sum | 6.9450988 × 1010 |
Variance | 1.8910759 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
107723910 | 1 | 0.4% |
123449170 | 1 | 0.4% |
824076110 | 1 | 0.4% |
355681670 | 1 | 0.4% |
945636510 | 1 | 0.4% |
807825390 | 1 | 0.4% |
148250 | 1 | 0.4% |
4837930 | 1 | 0.4% |
13750100 | 1 | 0.4% |
76306700 | 1 | 0.4% |
Other values (220) | 220 |
Value | Count | Frequency (%) |
61750 | 1 | |
107360 | 1 | |
111430 | 1 | |
148250 | 1 | |
175510 | 1 | |
245820 | 1 | |
250480 | 1 | |
304710 | 1 | |
455530 | 1 | |
566770 | 1 |
Value | Count | Frequency (%) |
2496318570 | 1 | |
2252335600 | 1 | |
2144723800 | 1 | |
1793279360 | 1 | |
1728401440 | 1 | |
1504067980 | 1 | |
1418282100 | 1 | |
1367770180 | 1 | |
1348151450 | 1 | |
1297373480 | 1 |
과세년도 | 세목명 | 체납액구간 | 체납건수 | 체납금액 | 누적체납건수 | 누적체납금액 | |
---|---|---|---|---|---|---|---|
과세년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.246 | 0.000 | 0.000 |
세목명 | 0.000 | 1.000 | 0.300 | 0.317 | 0.284 | 0.420 | 0.414 |
체납액구간 | 0.000 | 0.300 | 1.000 | 0.000 | 0.509 | 0.050 | 0.335 |
체납건수 | 0.000 | 0.317 | 0.000 | 1.000 | 0.259 | 0.994 | 0.473 |
체납금액 | 0.246 | 0.284 | 0.509 | 0.259 | 1.000 | 0.183 | 0.822 |
누적체납건수 | 0.000 | 0.420 | 0.050 | 0.994 | 0.183 | 1.000 | 0.599 |
누적체납금액 | 0.000 | 0.414 | 0.335 | 0.473 | 0.822 | 0.599 | 1.000 |
체납액구간 | 세목명 | |
---|---|---|
체납액구간 | 1.000 | 0.151 |
세목명 | 0.151 | 1.000 |
과세년도 | 체납건수 | 체납금액 | 누적체납건수 | 누적체납금액 | 세목명 | 체납액구간 | |
---|---|---|---|---|---|---|---|
과세년도 | 1.000 | 0.035 | 0.185 | -0.024 | 0.141 | 0.000 | 0.000 |
체납건수 | 0.035 | 1.000 | 0.491 | 0.930 | 0.561 | 0.175 | 0.000 |
체납금액 | 0.185 | 0.491 | 1.000 | 0.301 | 0.951 | 0.154 | 0.258 |
누적체납건수 | -0.024 | 0.930 | 0.301 | 1.000 | 0.449 | 0.240 | 0.019 |
누적체납금액 | 0.141 | 0.561 | 0.951 | 0.449 | 1.000 | 0.223 | 0.149 |
세목명 | 0.000 | 0.175 | 0.154 | 0.240 | 0.223 | 1.000 | 0.151 |
체납액구간 | 0.000 | 0.000 | 0.258 | 0.019 | 0.149 | 0.151 | 1.000 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 체납액구간 | 체납건수 | 체납금액 | 누적체납건수 | 누적체납금액 | |
---|---|---|---|---|---|---|---|---|---|---|
0 | 울산광역시 | 남구 | 31140 | 2022 | 등록면허세 | 10만원 미만 | 1113 | 39856670 | 2978 | 107723910 |
1 | 울산광역시 | 남구 | 31140 | 2022 | 등록면허세 | 10만원~30만원미만 | 1 | 139050 | 2 | 250480 |
2 | 울산광역시 | 남구 | 31140 | 2022 | 자동차세 | 10만원 미만 | 2416 | 103152200 | 8238 | 350204750 |
3 | 울산광역시 | 남구 | 31140 | 2022 | 자동차세 | 10만원~30만원미만 | 1868 | 322854690 | 8219 | 1418282100 |
4 | 울산광역시 | 남구 | 31140 | 2022 | 자동차세 | 30만원~50만원미만 | 116 | 40532730 | 454 | 154395570 |
5 | 울산광역시 | 남구 | 31140 | 2022 | 자동차세 | 50만원~1백만원미만 | 5 | 2862730 | 46 | 27312010 |
6 | 울산광역시 | 남구 | 31140 | 2022 | 재산세 | 10만원 미만 | 1316 | 57002350 | 4490 | 169808820 |
7 | 울산광역시 | 남구 | 31140 | 2022 | 재산세 | 10만원~30만원미만 | 1817 | 324088490 | 3707 | 669703970 |
8 | 울산광역시 | 남구 | 31140 | 2022 | 재산세 | 1백만원~3백만원미만 | 125 | 209688790 | 268 | 442244430 |
9 | 울산광역시 | 남구 | 31140 | 2022 | 재산세 | 1억원~3억원미만 | 1 | 111168630 | 1 | 111168630 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 체납액구간 | 체납건수 | 체납금액 | 누적체납건수 | 누적체납금액 | |
---|---|---|---|---|---|---|---|---|---|---|
220 | 울산광역시 | 남구 | 31140 | 2017 | 지방소득세 | 30만원~50만원미만 | 40 | 16971400 | 80 | 32850250 |
221 | 울산광역시 | 남구 | 31140 | 2017 | 지방소득세 | 3백만원~5백만원미만 | 29 | 125298690 | 81 | 323313820 |
222 | 울산광역시 | 남구 | 31140 | 2017 | 지방소득세 | 3천만원~5천만원미만 | 1 | 49848140 | 6 | 225280540 |
223 | 울산광역시 | 남구 | 31140 | 2017 | 지방소득세 | 50만원~1백만원미만 | 101 | 72617370 | 270 | 192664340 |
224 | 울산광역시 | 남구 | 31140 | 2017 | 지방소득세 | 5백만원~1천만원미만 | 20 | 138783540 | 53 | 362848500 |
225 | 울산광역시 | 남구 | 31140 | 2017 | 지역자원시설세 | 10만원 미만 | 1 | 1930 | 2 | 61750 |
226 | 울산광역시 | 남구 | 31140 | 2017 | 취득세 | 10만원 미만 | 3 | 216910 | 106 | 3997770 |
227 | 울산광역시 | 남구 | 31140 | 2017 | 취득세 | 10만원~30만원미만 | 5 | 1020960 | 65 | 11186710 |
228 | 울산광역시 | 남구 | 31140 | 2017 | 취득세 | 1백만원~3백만원미만 | 3 | 6178200 | 37 | 62436860 |
229 | 울산광역시 | 남구 | 31140 | 2017 | 취득세 | 50만원~1백만원미만 | 3 | 2219550 | 37 | 26452980 |