Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 197 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 18.2 KiB |
Average record size in memory | 94.7 B |
Variable types
Categorical | 6 |
---|---|
Numeric | 4 |
DateTime | 1 |
Dataset
Description | 강원특별자치도 춘천시 2018~2022년 지방세 체납액 규모별 체납 건수를 납세자 유형별로 제공된 데이터로, 과세년도, 세목명, 체납액구간, 체납건수, 체납금액, 누적체납건수, 누적체납금액, 데이터기준일을 포함하고 있음 |
---|---|
Author | 강원특별자치도 춘천시 |
URL | https://www.data.go.kr/data/15079797/fileData.do |
시도명 has constant value "" | Constant |
시군구명 has constant value "" | Constant |
자치단체코드 has constant value "" | Constant |
데이터기준일 has constant value "" | Constant |
체납건수 is highly overall correlated with 누적체납건수 | 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 체납금액 | High correlation |
체납금액 has unique values | Unique |
누적체납금액 has unique values | Unique |
Reproduction
Analysis started | 2023-12-11 23:31:40.765481 |
---|---|
Analysis finished | 2023-12-11 23:31:42.573132 |
Duration | 1.81 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
강원특별자치도 |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 강원특별자치도 |
---|---|
2nd row | 강원특별자치도 |
3rd row | 강원특별자치도 |
4th row | 강원특별자치도 |
5th row | 강원특별자치도 |
Common Values
Value | Count | Frequency (%) |
강원특별자치도 | 197 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
강원특별자치도 | 197 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
춘천시 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 춘천시 |
---|---|
2nd row | 춘천시 |
3rd row | 춘천시 |
4th row | 춘천시 |
5th row | 춘천시 |
Common Values
Value | Count | Frequency (%) |
춘천시 | 197 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
춘천시 | 197 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
51110 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 51110 |
---|---|
2nd row | 51110 |
3rd row | 51110 |
4th row | 51110 |
5th row | 51110 |
Common Values
Value | Count | Frequency (%) |
51110 | 197 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
51110 | 197 |
과세년도
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 2.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
2020 | |
---|---|
2022 | |
2021 | |
2019 | |
2018 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2018 |
---|---|
2nd row | 2018 |
3rd row | 2018 |
4th row | 2018 |
5th row | 2018 |
Common Values
Value | Count | Frequency (%) |
2020 | 45 | |
2022 | 44 | |
2021 | 41 | |
2019 | 36 | |
2018 | 31 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020 | 45 | |
2022 | 44 | |
2021 | 41 | |
2019 | 36 | |
2018 | 31 |
세목명
Categorical
Distinct | 7 |
---|---|
Distinct (%) | 3.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
지방소득세 | |
---|---|
취득세 | |
재산세 | |
주민세 | |
자동차세 | |
Other values (2) |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 3.8730964 |
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 | 49 | |
취득세 | 44 | |
재산세 | 41 | |
주민세 | 26 | |
자동차세 | 20 | |
지역자원시설세 | 10 | 5.1% |
등록면허세 | 7 | 3.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
지방소득세 | 49 | |
취득세 | 44 | |
재산세 | 41 | |
주민세 | 26 | |
자동차세 | 20 | |
지역자원시설세 | 10 | 5.1% |
등록면허세 | 7 | 3.6% |
체납액구간
Categorical
Distinct | 12 |
---|---|
Distinct (%) | 6.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
10만원 미만 | |
---|---|
10만원~30만원미만 | |
30만원~50만원미만 | |
50만원~1백만원미만 | |
1백만원~3백만원미만 | |
Other values (7) |
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 10.218274 |
Min length | 7 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.5% |
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 | 35 | |
10만원~30만원미만 | 29 | |
30만원~50만원미만 | 27 | |
50만원~1백만원미만 | 24 | |
1백만원~3백만원미만 | 18 | |
3백만원~5백만원미만 | 17 | |
5백만원~1천만원미만 | 15 | |
1천만원~3천만원미만 | 13 | 6.6% |
3천만원~5천만원미만 | 8 | 4.1% |
5천만원~1억원미만 | 7 | 3.6% |
Other values (2) | 4 | 2.0% |
Length
Value | Count | Frequency (%) |
10만원 | 35 | |
미만 | 35 | |
10만원~30만원미만 | 29 | |
30만원~50만원미만 | 27 | |
50만원~1백만원미만 | 24 | |
1백만원~3백만원미만 | 18 | |
3백만원~5백만원미만 | 17 | |
5백만원~1천만원미만 | 15 | |
1천만원~3천만원미만 | 13 | 5.6% |
3천만원~5천만원미만 | 8 | 3.4% |
Other values (3) | 11 | 4.7% |
체납건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 49.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 521.54822 |
Minimum | 1 |
---|---|
Maximum | 9580 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 4 |
median | 20 |
Q3 | 116 |
95-th percentile | 3042.2 |
Maximum | 9580 |
Range | 9579 |
Interquartile range (IQR) | 112 |
Descriptive statistics
Standard deviation | 1450.8584 |
---|---|
Coefficient of variation (CV) | 2.7818299 |
Kurtosis | 19.083043 |
Mean | 521.54822 |
Median Absolute Deviation (MAD) | 19 |
Skewness | 4.0856931 |
Sum | 102745 |
Variance | 2104990.2 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 23 | 11.7% |
2 | 13 | 6.6% |
3 | 9 | 4.6% |
5 | 8 | 4.1% |
6 | 8 | 4.1% |
4 | 7 | 3.6% |
8 | 5 | 2.5% |
10 | 5 | 2.5% |
13 | 4 | 2.0% |
9 | 4 | 2.0% |
Other values (87) | 111 |
Value | Count | Frequency (%) |
1 | 23 | |
2 | 13 | |
3 | 9 | 4.6% |
4 | 7 | 3.6% |
5 | 8 | 4.1% |
6 | 8 | 4.1% |
7 | 3 | 1.5% |
8 | 5 | 2.5% |
9 | 4 | 2.0% |
10 | 5 | 2.5% |
Value | Count | Frequency (%) |
9580 | 1 | |
9289 | 1 | |
8480 | 1 | |
5393 | 1 | |
4961 | 1 | |
4825 | 1 | |
4551 | 1 | |
3749 | 1 | |
3234 | 1 | |
3067 | 1 |
체납금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 197 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 77656416 |
Minimum | 28210 |
---|---|
Maximum | 5.1683794 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 28210 |
---|---|
5-th percentile | 661786 |
Q1 | 5399710 |
median | 37614010 |
Q3 | 1.0915017 × 108 |
95-th percentile | 3.0715926 × 108 |
Maximum | 5.1683794 × 108 |
Range | 5.1680973 × 108 |
Interquartile range (IQR) | 1.0375046 × 108 |
Descriptive statistics
Standard deviation | 1.0769249 × 108 |
---|---|
Coefficient of variation (CV) | 1.3867816 |
Kurtosis | 5.9534732 |
Mean | 77656416 |
Median Absolute Deviation (MAD) | 35388670 |
Skewness | 2.3563847 |
Sum | 1.5298314 × 1010 |
Variance | 1.1597673 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5564210 | 1 | 0.5% |
132855050 | 1 | 0.5% |
130822180 | 1 | 0.5% |
4860100 | 1 | 0.5% |
18984480 | 1 | 0.5% |
2288060 | 1 | 0.5% |
9930090 | 1 | 0.5% |
3365840 | 1 | 0.5% |
23735580 | 1 | 0.5% |
51704820 | 1 | 0.5% |
Other values (187) | 187 |
Value | Count | Frequency (%) |
28210 | 1 | |
118510 | 1 | |
148320 | 1 | |
313810 | 1 | |
316890 | 1 | |
369810 | 1 | |
411170 | 1 | |
413810 | 1 | |
499200 | 1 | |
661090 | 1 |
Value | Count | Frequency (%) |
516837940 | 1 | |
513679040 | 1 | |
502465110 | 1 | |
497593990 | 1 | |
465206160 | 1 | |
441864250 | 1 | |
435647500 | 1 | |
419054970 | 1 | |
390525610 | 1 | |
333531300 | 1 |
누적체납건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 141 |
---|---|
Distinct (%) | 71.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1808.1675 |
Minimum | 1 |
---|---|
Maximum | 26994 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 22 |
median | 82 |
Q3 | 361 |
95-th percentile | 12550 |
Maximum | 26994 |
Range | 26993 |
Interquartile range (IQR) | 339 |
Descriptive statistics
Standard deviation | 4746.4801 |
---|---|
Coefficient of variation (CV) | 2.6250223 |
Kurtosis | 9.9770046 |
Mean | 1808.1675 |
Median Absolute Deviation (MAD) | 76 |
Skewness | 3.1648763 |
Sum | 356209 |
Variance | 22529073 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 9 | 4.6% |
4 | 6 | 3.0% |
3 | 6 | 3.0% |
2 | 4 | 2.0% |
6 | 4 | 2.0% |
53 | 4 | 2.0% |
26 | 4 | 2.0% |
28 | 3 | 1.5% |
8 | 3 | 1.5% |
60 | 2 | 1.0% |
Other values (131) | 152 |
Value | Count | Frequency (%) |
1 | 9 | |
2 | 4 | |
3 | 6 | |
4 | 6 | |
6 | 4 | |
8 | 3 | 1.5% |
9 | 2 | 1.0% |
10 | 1 | 0.5% |
11 | 1 | 0.5% |
12 | 1 | 0.5% |
Value | Count | Frequency (%) |
26994 | 1 | |
23935 | 1 | |
23769 | 1 | |
17705 | 1 | |
17576 | 1 | |
16584 | 1 | |
16341 | 1 | |
15312 | 1 | |
14748 | 1 | |
13154 | 1 |
누적체납금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 197 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.2900321 × 108 |
Minimum | 160720 |
---|---|
Maximum | 2.5785639 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 160720 |
---|---|
5-th percentile | 1713776 |
Q1 | 32239870 |
median | 1.2345344 × 108 |
Q3 | 2.8502709 × 108 |
95-th percentile | 6.6689982 × 108 |
Maximum | 2.5785639 × 109 |
Range | 2.5784032 × 109 |
Interquartile range (IQR) | 2.5278722 × 108 |
Descriptive statistics
Standard deviation | 3.5366307 × 108 |
---|---|
Coefficient of variation (CV) | 1.5443586 |
Kurtosis | 18.951379 |
Mean | 2.2900321 × 108 |
Median Absolute Deviation (MAD) | 1.041726 × 108 |
Skewness | 3.9121787 |
Sum | 4.5113632 × 1010 |
Variance | 1.2507757 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
19807960 | 1 | 0.5% |
283610860 | 1 | 0.5% |
394133140 | 1 | 0.5% |
22753150 | 1 | 0.5% |
75769290 | 1 | 0.5% |
9962390 | 1 | 0.5% |
13418850 | 1 | 0.5% |
32060920 | 1 | 0.5% |
63253620 | 1 | 0.5% |
144037850 | 1 | 0.5% |
Other values (187) | 187 |
Value | Count | Frequency (%) |
160720 | 1 | |
279230 | 1 | |
316890 | 1 | |
413810 | 1 | |
661960 | 1 | |
700810 | 1 | |
778430 | 1 | |
1018200 | 1 | |
1346770 | 1 | |
1361320 | 1 |
Value | Count | Frequency (%) |
2578563880 | 1 | |
2076098770 | 1 | |
2003140280 | 1 | |
1965277860 | 1 | |
1562419730 | 1 | |
904269510 | 1 | |
898029690 | 1 | |
894214950 | 1 | |
884077230 | 1 | |
670020560 | 1 |
데이터기준일
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
Minimum | 2023-11-08 00:00:00 |
---|---|
Maximum | 2023-11-08 00:00:00 |
과세년도 | 세목명 | 체납액구간 | 체납건수 | 체납금액 | 누적체납건수 | 누적체납금액 | |
---|---|---|---|---|---|---|---|
과세년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.344 | 0.154 | 0.000 |
세목명 | 0.000 | 1.000 | 0.168 | 0.387 | 0.425 | 0.433 | 0.407 |
체납액구간 | 0.000 | 0.168 | 1.000 | 0.194 | 0.563 | 0.180 | 0.345 |
체납건수 | 0.000 | 0.387 | 0.194 | 1.000 | 0.624 | 0.973 | 0.775 |
체납금액 | 0.344 | 0.425 | 0.563 | 0.624 | 1.000 | 0.667 | 0.870 |
누적체납건수 | 0.154 | 0.433 | 0.180 | 0.973 | 0.667 | 1.000 | 0.910 |
누적체납금액 | 0.000 | 0.407 | 0.345 | 0.775 | 0.870 | 0.910 | 1.000 |
세목명 | 체납액구간 | 과세년도 | |
---|---|---|---|
세목명 | 1.000 | 0.079 | 0.000 |
체납액구간 | 0.079 | 1.000 | 0.000 |
과세년도 | 0.000 | 0.000 | 1.000 |
체납건수 | 체납금액 | 누적체납건수 | 누적체납금액 | 과세년도 | 세목명 | 체납액구간 | |
---|---|---|---|---|---|---|---|
체납건수 | 1.000 | 0.425 | 0.944 | 0.450 | 0.000 | 0.218 | 0.080 |
체납금액 | 0.425 | 1.000 | 0.283 | 0.939 | 0.148 | 0.231 | 0.275 |
누적체납건수 | 0.944 | 0.283 | 1.000 | 0.380 | 0.093 | 0.248 | 0.074 |
누적체납금액 | 0.450 | 0.939 | 0.380 | 1.000 | 0.000 | 0.232 | 0.150 |
과세년도 | 0.000 | 0.148 | 0.093 | 0.000 | 1.000 | 0.000 | 0.000 |
세목명 | 0.218 | 0.231 | 0.248 | 0.232 | 0.000 | 1.000 | 0.079 |
체납액구간 | 0.080 | 0.275 | 0.074 | 0.150 | 0.000 | 0.079 | 1.000 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 체납액구간 | 체납건수 | 체납금액 | 누적체납건수 | 누적체납금액 | 데이터기준일 | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 강원특별자치도 | 춘천시 | 51110 | 2018 | 등록면허세 | 10만원 미만 | 310 | 5564210 | 1142 | 19807960 | 2023-11-08 |
1 | 강원특별자치도 | 춘천시 | 51110 | 2018 | 등록면허세 | 10만원~30만원미만 | 1 | 148320 | 4 | 700810 | 2023-11-08 |
2 | 강원특별자치도 | 춘천시 | 51110 | 2018 | 자동차세 | 10만원 미만 | 1485 | 67803180 | 9543 | 426201360 | 2023-11-08 |
3 | 강원특별자치도 | 춘천시 | 51110 | 2018 | 자동차세 | 10만원~30만원미만 | 1995 | 333531300 | 9363 | 1562419730 | 2023-11-08 |
4 | 강원특별자치도 | 춘천시 | 51110 | 2018 | 자동차세 | 30만원~50만원미만 | 45 | 15430910 | 274 | 98292410 | 2023-11-08 |
5 | 강원특별자치도 | 춘천시 | 51110 | 2018 | 자동차세 | 50만원~1백만원미만 | 3 | 1513890 | 55 | 35041090 | 2023-11-08 |
6 | 강원특별자치도 | 춘천시 | 51110 | 2018 | 재산세 | 10만원 미만 | 1860 | 53438530 | 9156 | 285966050 | 2023-11-08 |
7 | 강원특별자치도 | 춘천시 | 51110 | 2018 | 재산세 | 10만원~30만원미만 | 436 | 73167300 | 1594 | 273117250 | 2023-11-08 |
8 | 강원특별자치도 | 춘천시 | 51110 | 2018 | 재산세 | 1백만원~3백만원미만 | 23 | 40956140 | 105 | 176063780 | 2023-11-08 |
9 | 강원특별자치도 | 춘천시 | 51110 | 2018 | 재산세 | 30만원~50만원미만 | 32 | 12803670 | 128 | 47850620 | 2023-11-08 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 체납액구간 | 체납건수 | 체납금액 | 누적체납건수 | 누적체납금액 | 데이터기준일 | |
---|---|---|---|---|---|---|---|---|---|---|---|
187 | 강원특별자치도 | 춘천시 | 51110 | 2022 | 취득세 | 10만원~30만원미만 | 19 | 3258580 | 105 | 19893060 | 2023-11-08 |
188 | 강원특별자치도 | 춘천시 | 51110 | 2022 | 취득세 | 1백만원~3백만원미만 | 17 | 26975430 | 87 | 148569760 | 2023-11-08 |
189 | 강원특별자치도 | 춘천시 | 51110 | 2022 | 취득세 | 1억원~3억원미만 | 1 | 124633630 | 2 | 415924050 | 2023-11-08 |
190 | 강원특별자치도 | 춘천시 | 51110 | 2022 | 취득세 | 1천만원~3천만원미만 | 4 | 77254360 | 9 | 154886260 | 2023-11-08 |
191 | 강원특별자치도 | 춘천시 | 51110 | 2022 | 취득세 | 30만원~50만원미만 | 11 | 4154230 | 39 | 14958710 | 2023-11-08 |
192 | 강원특별자치도 | 춘천시 | 51110 | 2022 | 취득세 | 3백만원~5백만원미만 | 9 | 31986670 | 27 | 102382760 | 2023-11-08 |
193 | 강원특별자치도 | 춘천시 | 51110 | 2022 | 취득세 | 3천만원~5천만원미만 | 1 | 41312360 | 1 | 41312360 | 2023-11-08 |
194 | 강원특별자치도 | 춘천시 | 51110 | 2022 | 취득세 | 50만원~1백만원미만 | 13 | 9469910 | 75 | 54287180 | 2023-11-08 |
195 | 강원특별자치도 | 춘천시 | 51110 | 2022 | 취득세 | 5백만원~1천만원미만 | 1 | 5811340 | 13 | 91800650 | 2023-11-08 |
196 | 강원특별자치도 | 춘천시 | 51110 | 2022 | 취득세 | 5천만원~1억원미만 | 1 | 61572640 | 3 | 234932100 | 2023-11-08 |