Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 76 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.9 KiB |
Average record size in memory | 79.7 B |
Variable types
Categorical | 4 |
---|---|
Numeric | 5 |
Dataset
Description | 2017년부터 2022년까지 서천군 지방세 세목별 과세현황, 과세건수, 과세금액 및 비과세건수, 비과세금액에 대한 지방세 과세현황 자료입니다 |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=347&beforeMenuCd=DOM_000000201001001000&publicdatapk=15080474 |
자치단체코드 has constant value "" | Constant |
시도명 is highly overall correlated with 과세년도 and 2 other fields | High correlation |
시군구명 is highly overall correlated with 과세년도 and 2 other fields | High correlation |
과세년도 is highly overall correlated with 시도명 and 1 other fields | High correlation |
과세건수 is highly overall correlated with 과세금액 and 3 other fields | High correlation |
과세금액 is highly overall correlated with 과세건수 and 1 other fields | High correlation |
비과세건수 is highly overall correlated with 과세건수 and 2 other fields | High correlation |
비과세금액 is highly overall correlated with 과세건수 and 1 other fields | High correlation |
세목명 is highly overall correlated with 과세건수 and 4 other fields | High correlation |
과세건수 has 18 (23.7%) zeros | Zeros |
과세금액 has 18 (23.7%) zeros | Zeros |
비과세건수 has 29 (38.2%) zeros | Zeros |
비과세금액 has 29 (38.2%) zeros | Zeros |
Reproduction
Analysis started | 2024-01-09 22:47:43.098012 |
---|---|
Analysis finished | 2024-01-09 22:47:45.554438 |
Duration | 2.46 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 740.0 B |
충청남도 | |
---|---|
충청남도 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.3157895 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 충청남도 |
---|---|
2nd row | 충청남도 |
3rd row | 충청남도 |
4th row | 충청남도 |
5th row | 충청남도 |
Common Values
Value | Count | Frequency (%) |
충청남도 | 64 | |
충청남도 | 12 | 15.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
충청남도 | 76 |
시군구명
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 740.0 B |
서천군 | |
---|---|
서천군 |
Length
Max length | 5 |
---|---|
Median length | 3 |
Mean length | 3.3157895 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서천군 |
---|---|
2nd row | 서천군 |
3rd row | 서천군 |
4th row | 서천군 |
5th row | 서천군 |
Common Values
Value | Count | Frequency (%) |
서천군 | 64 | |
서천군 | 12 | 15.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
서천군 | 76 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 740.0 B |
44770 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 44770 |
---|---|
2nd row | 44770 |
3rd row | 44770 |
4th row | 44770 |
5th row | 44770 |
Common Values
Value | Count | Frequency (%) |
44770 | 76 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
44770 | 76 |
과세년도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 7.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2019.5 |
Minimum | 2017 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 816.0 B |
Quantile statistics
Minimum | 2017 |
---|---|
5-th percentile | 2017 |
Q1 | 2018 |
median | 2019.5 |
Q3 | 2021 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 5 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 1.7397318 |
---|---|
Coefficient of variation (CV) | 0.00086146659 |
Kurtosis | -1.3125663 |
Mean | 2019.5 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 0 |
Sum | 153482 |
Variance | 3.0266667 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2017 | 13 | |
2018 | 13 | |
2021 | 13 | |
2022 | 13 | |
2019 | 12 | |
2020 | 12 |
Value | Count | Frequency (%) |
2017 | 13 | |
2018 | 13 | |
2019 | 12 | |
2020 | 12 | |
2021 | 13 | |
2022 | 13 |
Value | Count | Frequency (%) |
2022 | 13 | |
2021 | 13 | |
2020 | 12 | |
2019 | 12 | |
2018 | 13 | |
2017 | 13 |
세목명
Categorical
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 32.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 740.0 B |
취득세 | 5 |
---|---|
지방소비세 | 5 |
등록세 | 5 |
지방소득세 | 5 |
지역자원시설세 | 5 |
Other values (20) |
Length
Max length | 9 |
---|---|
Median length | 7 |
Mean length | 4.4736842 |
Min length | 3 |
Unique
Unique | 12 ? |
---|---|
Unique (%) | 15.8% |
Sample
1st row | 취득세 |
---|---|
2nd row | 등록세 |
3rd row | 주민세 |
4th row | 재산세 |
5th row | 자동차세 |
Common Values
Value | Count | Frequency (%) |
취득세 | 5 | 6.6% |
지방소비세 | 5 | 6.6% |
등록세 | 5 | 6.6% |
지방소득세 | 5 | 6.6% |
지역자원시설세 | 5 | 6.6% |
등록면허세 | 5 | 6.6% |
교육세 | 5 | 6.6% |
담배소비세 | 5 | 6.6% |
자동차세 | 5 | 6.6% |
재산세 | 5 | 6.6% |
Other values (15) | 26 |
Length
Value | Count | Frequency (%) |
취득세 | 6 | 7.9% |
지방소비세 | 6 | 7.9% |
지방소득세 | 6 | 7.9% |
지역자원시설세 | 6 | 7.9% |
등록면허세 | 6 | 7.9% |
교육세 | 6 | 7.9% |
담배소비세 | 6 | 7.9% |
자동차세 | 6 | 7.9% |
재산세 | 6 | 7.9% |
주민세 | 6 | 7.9% |
Other values (3) | 16 |
과세건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 59 |
---|---|
Distinct (%) | 77.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29535.408 |
Minimum | 0 |
---|---|
Maximum | 149650 |
Zeros | 18 |
Zeros (%) | 23.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 816.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 6.75 |
median | 13017 |
Q3 | 30866.5 |
95-th percentile | 145004 |
Maximum | 149650 |
Range | 149650 |
Interquartile range (IQR) | 30859.75 |
Descriptive statistics
Standard deviation | 42492.844 |
---|---|
Coefficient of variation (CV) | 1.4387086 |
Kurtosis | 2.4028229 |
Mean | 29535.408 |
Median Absolute Deviation (MAD) | 13017 |
Skewness | 1.8369462 |
Sum | 2244691 |
Variance | 1.8056418 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 18 | 23.7% |
11471 | 1 | 1.3% |
278 | 1 | 1.3% |
6 | 1 | 1.3% |
30521 | 1 | 1.3% |
13747 | 1 | 1.3% |
13938 | 1 | 1.3% |
149650 | 1 | 1.3% |
11963 | 1 | 1.3% |
27236 | 1 | 1.3% |
Other values (49) | 49 |
Value | Count | Frequency (%) |
0 | 18 | |
6 | 1 | 1.3% |
7 | 1 | 1.3% |
9 | 1 | 1.3% |
45 | 1 | 1.3% |
81 | 1 | 1.3% |
87 | 1 | 1.3% |
107 | 1 | 1.3% |
278 | 1 | 1.3% |
476 | 1 | 1.3% |
Value | Count | Frequency (%) |
149650 | 1 | |
148416 | 1 | |
148379 | 1 | |
145355 | 1 | |
144887 | 1 | |
144679 | 1 | |
92541 | 1 | |
91824 | 1 | |
91586 | 1 | |
90175 | 1 |
과세금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 59 |
---|---|
Distinct (%) | 77.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.7742834 × 109 |
Minimum | 0 |
---|---|
Maximum | 3.7975004 × 1010 |
Zeros | 18 |
Zeros (%) | 23.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 816.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 6.1805475 × 108 |
median | 3.986392 × 109 |
Q3 | 7.429732 × 109 |
95-th percentile | 1.3734403 × 1010 |
Maximum | 3.7975004 × 1010 |
Range | 3.7975004 × 1010 |
Interquartile range (IQR) | 6.8116772 × 109 |
Descriptive statistics
Standard deviation | 5.8769978 × 109 |
---|---|
Coefficient of variation (CV) | 1.2309696 |
Kurtosis | 13.031 |
Mean | 4.7742834 × 109 |
Median Absolute Deviation (MAD) | 3.455074 × 109 |
Skewness | 2.8740307 |
Sum | 3.6284554 × 1011 |
Variance | 3.4539103 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 18 | 23.7% |
13333858000 | 1 | 1.3% |
4605933000 | 1 | 1.3% |
7557100000 | 1 | 1.3% |
1584474000 | 1 | 1.3% |
972504000 | 1 | 1.3% |
7676860000 | 1 | 1.3% |
5604928000 | 1 | 1.3% |
37975004000 | 1 | 1.3% |
1843328000 | 1 | 1.3% |
Other values (49) | 49 |
Value | Count | Frequency (%) |
0 | 18 | |
29250000 | 1 | 1.3% |
814323000 | 1 | 1.3% |
869240000 | 1 | 1.3% |
972504000 | 1 | 1.3% |
1028149000 | 1 | 1.3% |
1077374000 | 1 | 1.3% |
1175249000 | 1 | 1.3% |
1228950000 | 1 | 1.3% |
1311099000 | 1 | 1.3% |
Value | Count | Frequency (%) |
37975004000 | 1 | |
20889475000 | 1 | |
15665717000 | 1 | |
14936037000 | 1 | |
13333858000 | 1 | |
12887476000 | 1 | |
11516755000 | 1 | |
10784848000 | 1 | |
9240270000 | 1 | |
8665054000 | 1 |
비과세건수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 48 |
---|---|
Distinct (%) | 63.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4117.5132 |
Minimum | 0 |
---|---|
Maximum | 29527 |
Zeros | 29 |
Zeros (%) | 38.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 816.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 236.5 |
Q3 | 4596 |
95-th percentile | 28303.5 |
Maximum | 29527 |
Range | 29527 |
Interquartile range (IQR) | 4596 |
Descriptive statistics
Standard deviation | 7631.5121 |
---|---|
Coefficient of variation (CV) | 1.8534275 |
Kurtosis | 5.8332056 |
Mean | 4117.5132 |
Median Absolute Deviation (MAD) | 236.5 |
Skewness | 2.5730638 |
Sum | 312931 |
Variance | 58239977 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 29 | |
1940 | 1 | 1.3% |
4150 | 1 | 1.3% |
29527 | 1 | 1.3% |
7844 | 1 | 1.3% |
4062 | 1 | 1.3% |
2890 | 1 | 1.3% |
93 | 1 | 1.3% |
1916 | 1 | 1.3% |
7 | 1 | 1.3% |
Other values (38) | 38 |
Value | Count | Frequency (%) |
0 | 29 | |
2 | 1 | 1.3% |
3 | 1 | 1.3% |
5 | 1 | 1.3% |
6 | 1 | 1.3% |
7 | 1 | 1.3% |
92 | 1 | 1.3% |
93 | 1 | 1.3% |
98 | 1 | 1.3% |
123 | 1 | 1.3% |
Value | Count | Frequency (%) |
29527 | 1 | |
28815 | 1 | |
28567 | 1 | |
28374 | 1 | |
28280 | 1 | |
26639 | 1 | |
8000 | 1 | |
7872 | 1 | |
7844 | 1 | |
7766 | 1 |
비과세금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 48 |
---|---|
Distinct (%) | 63.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.3056095 × 108 |
Minimum | 0 |
---|---|
Maximum | 5.931871 × 109 |
Zeros | 29 |
Zeros (%) | 38.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 816.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 2055000 |
Q3 | 1.96379 × 108 |
95-th percentile | 4.6792848 × 109 |
Maximum | 5.931871 × 109 |
Range | 5.931871 × 109 |
Interquartile range (IQR) | 1.96379 × 108 |
Descriptive statistics
Standard deviation | 1.609372 × 109 |
---|---|
Coefficient of variation (CV) | 2.2029264 |
Kurtosis | 2.5900212 |
Mean | 7.3056095 × 108 |
Median Absolute Deviation (MAD) | 2055000 |
Skewness | 2.0575252 |
Sum | 5.5522632 × 1010 |
Variance | 2.5900781 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 29 | |
2744921000 | 1 | 1.3% |
83794000 | 1 | 1.3% |
4492685000 | 1 | 1.3% |
259460000 | 1 | 1.3% |
101123000 | 1 | 1.3% |
186701000 | 1 | 1.3% |
9000 | 1 | 1.3% |
5931871000 | 1 | 1.3% |
13160000 | 1 | 1.3% |
Other values (38) | 38 |
Value | Count | Frequency (%) |
0 | 29 | |
7000 | 1 | 1.3% |
8000 | 1 | 1.3% |
9000 | 1 | 1.3% |
11000 | 1 | 1.3% |
31000 | 1 | 1.3% |
113000 | 1 | 1.3% |
553000 | 1 | 1.3% |
1161000 | 1 | 1.3% |
1947000 | 1 | 1.3% |
Value | Count | Frequency (%) |
5931871000 | 1 | |
5055652000 | 1 | |
4852304000 | 1 | |
4695253000 | 1 | |
4673962000 | 1 | |
4492685000 | 1 | |
4319655000 | 1 | |
4173076000 | 1 | |
4005693000 | 1 | |
3823535000 | 1 |
시도명 | 시군구명 | 과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|---|---|
시도명 | 1.000 | 0.997 | 1.000 | 1.000 | 0.000 | 0.101 | 0.000 | 0.000 |
시군구명 | 0.997 | 1.000 | 1.000 | 1.000 | 0.000 | 0.101 | 0.000 | 0.000 |
과세년도 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
세목명 | 1.000 | 1.000 | 0.000 | 1.000 | 0.943 | 0.861 | 0.974 | 0.000 |
과세건수 | 0.000 | 0.000 | 0.000 | 0.943 | 1.000 | 0.335 | 0.880 | 0.570 |
과세금액 | 0.101 | 0.101 | 0.000 | 0.861 | 0.335 | 1.000 | 0.241 | 0.924 |
비과세건수 | 0.000 | 0.000 | 0.000 | 0.974 | 0.880 | 0.241 | 1.000 | 0.557 |
비과세금액 | 0.000 | 0.000 | 0.000 | 0.000 | 0.570 | 0.924 | 0.557 | 1.000 |
시도명 | 세목명 | 시군구명 | |
---|---|---|---|
시도명 | 1.000 | 0.830 | 0.950 |
세목명 | 0.830 | 1.000 | 0.830 |
시군구명 | 0.950 | 0.830 | 1.000 |
과세년도 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | 시도명 | 시군구명 | 세목명 | |
---|---|---|---|---|---|---|---|---|
과세년도 | 1.000 | 0.085 | 0.151 | 0.020 | 0.025 | 0.973 | 0.973 | 0.000 |
과세건수 | 0.085 | 1.000 | 0.535 | 0.747 | 0.570 | 0.000 | 0.000 | 0.665 |
과세금액 | 0.151 | 0.535 | 1.000 | 0.294 | 0.415 | 0.099 | 0.099 | 0.508 |
비과세건수 | 0.020 | 0.747 | 0.294 | 1.000 | 0.881 | 0.000 | 0.000 | 0.761 |
비과세금액 | 0.025 | 0.570 | 0.415 | 0.881 | 1.000 | 0.000 | 0.000 | 0.000 |
시도명 | 0.973 | 0.000 | 0.099 | 0.000 | 0.000 | 1.000 | 0.950 | 0.830 |
시군구명 | 0.973 | 0.000 | 0.099 | 0.000 | 0.000 | 0.950 | 1.000 | 0.830 |
세목명 | 0.000 | 0.665 | 0.508 | 0.761 | 0.000 | 0.830 | 0.830 | 1.000 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|---|---|---|
0 | 충청남도 | 서천군 | 44770 | 2017 | 취득세 | 11471 | 13333858000 | 1940 | 2744921000 |
1 | 충청남도 | 서천군 | 44770 | 2017 | 등록세 | 0 | 0 | 3 | 1161000 |
2 | 충청남도 | 서천군 | 44770 | 2017 | 주민세 | 27372 | 1615267000 | 7379 | 18084000 |
3 | 충청남도 | 서천군 | 44770 | 2017 | 재산세 | 88458 | 4952086000 | 26639 | 3823535000 |
4 | 충청남도 | 서천군 | 44770 | 2017 | 자동차세 | 40991 | 9240270000 | 7211 | 294442000 |
5 | 충청남도 | 서천군 | 44770 | 2017 | 레저세 | 0 | 0 | 0 | 0 |
6 | 충청남도 | 서천군 | 44770 | 2017 | 담배소비세 | 107 | 4124495000 | 0 | 0 |
7 | 충청남도 | 서천군 | 44770 | 2017 | 지방소비세 | 0 | 0 | 0 | 0 |
8 | 충청남도 | 서천군 | 44770 | 2017 | 등록면허세 | 27200 | 1077374000 | 3352 | 111636000 |
9 | 충청남도 | 서천군 | 44770 | 2017 | 도시계획세 | 0 | 0 | 0 | 0 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|---|---|---|
66 | 충청남도 | 서천군 | 44770 | 2022 | 재산세 | 92541 | 7909033000 | 28815 | 5055652000 |
67 | 충청남도 | 서천군 | 44770 | 2022 | 자동차세 | 41080 | 7417998000 | 7496 | 236230000 |
68 | 충청남도 | 서천군 | 44770 | 2022 | 레저세 | 45 | 29250000 | 0 | 0 |
69 | 충청남도 | 서천군 | 44770 | 2022 | 담배소비세 | 636 | 4175164000 | 0 | 0 |
70 | 충청남도 | 서천군 | 44770 | 2022 | 지방소비세 | 9 | 11516755000 | 0 | 0 |
71 | 충청남도 | 서천군 | 44770 | 2022 | 등록면허세 | 31903 | 1351525000 | 5934 | 69676000 |
72 | 충청남도 | 서천군 | 44770 | 2022 | 도시계획세 | 0 | 0 | 0 | 0 |
73 | 충청남도 | 서천군 | 44770 | 2022 | 지역자원시설세 | 13725 | 3259555000 | 2974 | 207380000 |
74 | 충청남도 | 서천군 | 44770 | 2022 | 지방소득세 | 16778 | 8477852000 | 0 | 0 |
75 | 충청남도 | 서천군 | 44770 | 2022 | 교육세 | 148416 | 5460796000 | 461 | 113000 |