Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 63 |
Missing cells | 80 |
Missing cells (%) | 14.1% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 4.9 KiB |
Average record size in memory | 80.1 B |
Variable types
Categorical | 5 |
---|---|
Numeric | 4 |
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 |
과세년도 is highly overall correlated with 시도명 and 1 other fields | High correlation |
시도명 is highly overall correlated with 시군구명 and 2 other fields | High correlation |
시군구명 is highly overall correlated with 시도명 and 2 other fields | High correlation |
과세건수 is highly overall correlated with 세목명 | High correlation |
과세금액 is highly overall correlated with 비과세금액 | High correlation |
비과세건수 is highly overall correlated with 비과세금액 and 1 other fields | High correlation |
비과세금액 is highly overall correlated with 과세금액 and 1 other fields | High correlation |
세목명 is highly overall correlated with 과세건수 and 3 other fields | High correlation |
과세건수 has 16 (25.4%) missing values | Missing |
과세금액 has 16 (25.4%) missing values | Missing |
비과세건수 has 24 (38.1%) missing values | Missing |
비과세금액 has 24 (38.1%) missing values | Missing |
Reproduction
Analysis started | 2024-01-09 22:47:34.023868 |
---|---|
Analysis finished | 2024-01-09 22:47:36.103145 |
Duration | 2.08 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 636.0 B |
충청남도 | |
---|---|
충청남도 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.3809524 |
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 | 51 | |
충청남도 | 12 | 19.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
충청남도 | 63 |
시군구명
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 636.0 B |
서천군 | |
---|---|
서천군 |
Length
Max length | 5 |
---|---|
Median length | 3 |
Mean length | 3.3809524 |
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 | 51 | |
서천군 | 12 | 19.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
서천군 | 63 |
자치단체코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 636.0 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 | 63 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
44770 | 63 |
과세년도
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 7.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 636.0 B |
2018 | |
---|---|
2017 | |
2021 | |
2019 | |
2020 |
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 (%) |
2018 | 13 | |
2017 | 13 | |
2021 | 13 | |
2019 | 12 | |
2020 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2018 | 13 | |
2017 | 13 | |
2021 | 13 | |
2019 | 12 | |
2020 | 12 |
세목명
Categorical
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 39.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 636.0 B |
취득세 | 4 |
---|---|
지방소비세 | 4 |
등록세 | 4 |
지방소득세 | 4 |
지역자원시설세 | 4 |
Other values (20) |
Length
Max length | 9 |
---|---|
Median length | 7 |
Mean length | 4.5396825 |
Min length | 3 |
Unique
Unique | 12 ? |
---|---|
Unique (%) | 19.0% |
Sample
1st row | 취득세 |
---|---|
2nd row | 등록세 |
3rd row | 주민세 |
4th row | 재산세 |
5th row | 자동차세 |
Common Values
Value | Count | Frequency (%) |
취득세 | 4 | 6.3% |
지방소비세 | 4 | 6.3% |
등록세 | 4 | 6.3% |
지방소득세 | 4 | 6.3% |
지역자원시설세 | 4 | 6.3% |
등록면허세 | 4 | 6.3% |
교육세 | 4 | 6.3% |
담배소비세 | 4 | 6.3% |
자동차세 | 4 | 6.3% |
재산세 | 4 | 6.3% |
Other values (15) | 23 |
Length
Value | Count | Frequency (%) |
취득세 | 5 | 7.9% |
지방소비세 | 5 | 7.9% |
지방소득세 | 5 | 7.9% |
지역자원시설세 | 5 | 7.9% |
등록면허세 | 5 | 7.9% |
교육세 | 5 | 7.9% |
담배소비세 | 5 | 7.9% |
자동차세 | 5 | 7.9% |
재산세 | 5 | 7.9% |
주민세 | 5 | 7.9% |
Other values (3) | 13 |
과세건수
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 47 |
---|---|
Distinct (%) | 100.0% |
Missing | 16 |
Missing (%) | 25.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 39596.319 |
Minimum | 6 |
---|---|
Maximum | 149650 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 699.0 B |
Quantile statistics
Minimum | 6 |
---|---|
5-th percentile | 82.8 |
Q1 | 11946.5 |
median | 27236 |
Q3 | 41090.5 |
95-th percentile | 145214.6 |
Maximum | 149650 |
Range | 149644 |
Interquartile range (IQR) | 29144 |
Descriptive statistics
Standard deviation | 45058.165 |
---|---|
Coefficient of variation (CV) | 1.1379382 |
Kurtosis | 1.0928006 |
Mean | 39596.319 |
Median Absolute Deviation (MAD) | 15128 |
Skewness | 1.500553 |
Sum | 1861027 |
Variance | 2.0302382 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27527 | 1 | 1.6% |
145355 | 1 | 1.6% |
12108 | 1 | 1.6% |
27697 | 1 | 1.6% |
91824 | 1 | 1.6% |
41302 | 1 | 1.6% |
278 | 1 | 1.6% |
6 | 1 | 1.6% |
30521 | 1 | 1.6% |
13747 | 1 | 1.6% |
Other values (37) | 37 | |
(Missing) | 16 |
Value | Count | Frequency (%) |
6 | 1 | |
7 | 1 | |
81 | 1 | |
87 | 1 | |
107 | 1 | |
278 | 1 | |
476 | 1 | |
10684 | 1 | |
10833 | 1 | |
10911 | 1 |
Value | Count | Frequency (%) |
149650 | 1 | |
148379 | 1 | |
145355 | 1 | |
144887 | 1 | |
144679 | 1 | |
91824 | 1 | |
91586 | 1 | |
90175 | 1 | |
90072 | 1 | |
88458 | 1 |
과세금액
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 47 |
---|---|
Distinct (%) | 100.0% |
Missing | 16 |
Missing (%) | 25.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.3077051 × 109 |
Minimum | 8.14323 × 108 |
---|---|
Maximum | 3.7975004 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 699.0 B |
Quantile statistics
Minimum | 8.14323 × 108 |
---|---|
5-th percentile | 9.891975 × 108 |
Q1 | 1.921467 × 109 |
median | 5.04442 × 109 |
Q3 | 7.6511575 × 109 |
95-th percentile | 1.4966159 × 1010 |
Maximum | 3.7975004 × 1010 |
Range | 3.7160681 × 1010 |
Interquartile range (IQR) | 5.7296905 × 109 |
Descriptive statistics
Standard deviation | 6.3322247 × 109 |
---|---|
Coefficient of variation (CV) | 1.0038872 |
Kurtosis | 13.315973 |
Mean | 6.3077051 × 109 |
Median Absolute Deviation (MAD) | 3.044814 × 109 |
Skewness | 3.0964691 |
Sum | 2.9646214 × 1011 |
Variance | 4.009707 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1758263000 | 1 | 1.6% |
4775902000 | 1 | 1.6% |
20889475000 | 1 | 1.6% |
2009116000 | 1 | 1.6% |
5926641000 | 1 | 1.6% |
7464934000 | 1 | 1.6% |
4605933000 | 1 | 1.6% |
7557100000 | 1 | 1.6% |
1584474000 | 1 | 1.6% |
972504000 | 1 | 1.6% |
Other values (37) | 37 | |
(Missing) | 16 |
Value | Count | Frequency (%) |
814323000 | 1 | |
869240000 | 1 | |
972504000 | 1 | |
1028149000 | 1 | |
1077374000 | 1 | |
1175249000 | 1 | |
1228950000 | 1 | |
1311099000 | 1 | |
1584474000 | 1 | |
1615267000 | 1 |
Value | Count | Frequency (%) |
37975004000 | 1 | |
20889475000 | 1 | |
15665717000 | 1 | |
13333858000 | 1 | |
12887476000 | 1 | |
10784848000 | 1 | |
9240270000 | 1 | |
8665054000 | 1 | |
8501343000 | 1 | |
8381626000 | 1 |
비과세건수
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 39 |
---|---|
Distinct (%) | 100.0% |
Missing | 24 |
Missing (%) | 38.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6648.4103 |
Minimum | 2 |
---|---|
Maximum | 29527 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 699.0 B |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 5.7 |
Q1 | 1888 |
median | 3352 |
Q3 | 7561.5 |
95-th percentile | 28393.3 |
Maximum | 29527 |
Range | 29525 |
Interquartile range (IQR) | 5673.5 |
Descriptive statistics
Standard deviation | 8829.0161 |
---|---|
Coefficient of variation (CV) | 1.3279891 |
Kurtosis | 2.462706 |
Mean | 6648.4103 |
Median Absolute Deviation (MAD) | 3254 |
Skewness | 1.9115937 |
Sum | 259288 |
Variance | 77951526 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6 | 1 | 1.6% |
92 | 1 | 1.6% |
2007 | 1 | 1.6% |
2 | 1 | 1.6% |
6593 | 1 | 1.6% |
29527 | 1 | 1.6% |
7844 | 1 | 1.6% |
4062 | 1 | 1.6% |
2890 | 1 | 1.6% |
93 | 1 | 1.6% |
Other values (29) | 29 | |
(Missing) | 24 |
Value | Count | Frequency (%) |
2 | 1 | |
3 | 1 | |
6 | 1 | |
7 | 1 | |
92 | 1 | |
93 | 1 | |
98 | 1 | |
123 | 1 | |
350 | 1 | |
1860 | 1 |
Value | Count | Frequency (%) |
29527 | 1 | |
28567 | 1 | |
28374 | 1 | |
28280 | 1 | |
26639 | 1 | |
8000 | 1 | |
7872 | 1 | |
7844 | 1 | |
7766 | 1 | |
7621 | 1 |
비과세금액
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 39 |
---|---|
Distinct (%) | 100.0% |
Missing | 24 |
Missing (%) | 38.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.1605154 × 109 |
Minimum | 7000 |
---|---|
Maximum | 5.931871 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 699.0 B |
Quantile statistics
Minimum | 7000 |
---|---|
5-th percentile | 8900 |
Q1 | 8213500 |
median | 1.73109 × 108 |
Q3 | 1.5196815 × 109 |
95-th percentile | 4.7109581 × 109 |
Maximum | 5.931871 × 109 |
Range | 5.931864 × 109 |
Interquartile range (IQR) | 1.511468 × 109 |
Descriptive statistics
Standard deviation | 1.8833343 × 109 |
---|---|
Coefficient of variation (CV) | 1.622843 |
Kurtosis | 0.057974948 |
Mean | 1.1605154 × 109 |
Median Absolute Deviation (MAD) | 1.69842 × 108 |
Skewness | 1.3293191 |
Sum | 4.5260101 × 1010 |
Variance | 3.5469481 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1947000 | 1 | 1.6% |
7000 | 1 | 1.6% |
4852304000 | 1 | 1.6% |
553000 | 1 | 1.6% |
3267000 | 1 | 1.6% |
4492685000 | 1 | 1.6% |
259460000 | 1 | 1.6% |
101123000 | 1 | 1.6% |
186701000 | 1 | 1.6% |
9000 | 1 | 1.6% |
Other values (29) | 29 | |
(Missing) | 24 |
Value | Count | Frequency (%) |
7000 | 1 | |
8000 | 1 | |
9000 | 1 | |
11000 | 1 | |
31000 | 1 | |
553000 | 1 | |
1161000 | 1 | |
1947000 | 1 | |
2163000 | 1 | |
3267000 | 1 |
Value | Count | Frequency (%) |
5931871000 | 1 | |
4852304000 | 1 | |
4695253000 | 1 | |
4492685000 | 1 | |
4319655000 | 1 | |
4173076000 | 1 | |
4005693000 | 1 | |
3823535000 | 1 | |
3388856000 | 1 | |
2744921000 | 1 |
시도명 | 시군구명 | 과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|---|---|
시도명 | 1.000 | 0.997 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
시군구명 | 0.997 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 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 | 0.927 | 0.767 | 0.980 | 0.222 |
과세건수 | 0.000 | 0.000 | 0.000 | 0.927 | 1.000 | 0.684 | 0.882 | 0.576 |
과세금액 | 0.000 | 0.000 | 0.000 | 0.767 | 0.684 | 1.000 | 0.670 | 0.860 |
비과세건수 | 0.000 | 0.000 | 0.000 | 0.980 | 0.882 | 0.670 | 1.000 | 0.585 |
비과세금액 | 0.000 | 0.000 | 0.000 | 0.222 | 0.576 | 0.860 | 0.585 | 1.000 |
과세년도 | 시도명 | 세목명 | 시군구명 | |
---|---|---|---|---|
과세년도 | 1.000 | 0.975 | 0.000 | 0.975 |
시도명 | 0.975 | 1.000 | 0.789 | 0.948 |
세목명 | 0.000 | 0.789 | 1.000 | 0.789 |
시군구명 | 0.975 | 0.948 | 0.789 | 1.000 |
과세건수 | 과세금액 | 비과세건수 | 비과세금액 | 시도명 | 시군구명 | 과세년도 | 세목명 | |
---|---|---|---|---|---|---|---|---|
과세건수 | 1.000 | -0.050 | 0.225 | -0.306 | 0.000 | 0.000 | 0.000 | 0.624 |
과세금액 | -0.050 | 1.000 | -0.007 | 0.549 | 0.000 | 0.000 | 0.000 | 0.405 |
비과세건수 | 0.225 | -0.007 | 1.000 | 0.524 | 0.000 | 0.000 | 0.000 | 0.791 |
비과세금액 | -0.306 | 0.549 | 0.524 | 1.000 | 0.000 | 0.000 | 0.000 | 0.088 |
시도명 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.948 | 0.975 | 0.789 |
시군구명 | 0.000 | 0.000 | 0.000 | 0.000 | 0.948 | 1.000 | 0.975 | 0.789 |
과세년도 | 0.000 | 0.000 | 0.000 | 0.000 | 0.975 | 0.975 | 1.000 | 0.000 |
세목명 | 0.624 | 0.405 | 0.791 | 0.088 | 0.789 | 0.789 | 0.000 | 1.000 |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|---|---|---|
0 | 충청남도 | 서천군 | 44770 | 2018 | 취득세 | 10833 | 12887476000 | 1860 | 3388856000 |
1 | 충청남도 | 서천군 | 44770 | 2018 | 등록세 | <NA> | <NA> | 6 | 1947000 |
2 | 충청남도 | 서천군 | 44770 | 2018 | 주민세 | 27527 | 1758263000 | 7502 | 18351000 |
3 | 충청남도 | 서천군 | 44770 | 2018 | 재산세 | 90072 | 5248223000 | 28280 | 4005693000 |
4 | 충청남도 | 서천군 | 44770 | 2018 | 자동차세 | 40914 | 10784848000 | 7621 | 282947000 |
5 | 충청남도 | 서천군 | 44770 | 2018 | 레저세 | <NA> | <NA> | <NA> | <NA> |
6 | 충청남도 | 서천군 | 44770 | 2018 | 담배소비세 | 87 | 3905661000 | <NA> | <NA> |
7 | 충청남도 | 서천군 | 44770 | 2018 | 지방소비세 | <NA> | <NA> | <NA> | <NA> |
8 | 충청남도 | 서천군 | 44770 | 2018 | 등록면허세 | 27636 | 1028149000 | 3694 | 77966000 |
9 | 충청남도 | 서천군 | 44770 | 2018 | 도시계획세 | <NA> | <NA> | <NA> | <NA> |
시도명 | 시군구명 | 자치단체코드 | 과세년도 | 세목명 | 과세건수 | 과세금액 | 비과세건수 | 비과세금액 | |
---|---|---|---|---|---|---|---|---|---|
53 | 충청남도 | 서천군 | 44770 | 2021 | 재산세 | 91586 | 6777592000 | 28374 | 4695253000 |
54 | 충청남도 | 서천군 | 44770 | 2021 | 자동차세 | 41131 | 8665054000 | 7872 | 252879000 |
55 | 충청남도 | 서천군 | 44770 | 2021 | 레저세 | <NA> | <NA> | <NA> | <NA> |
56 | 충청남도 | 서천군 | 44770 | 2021 | 담배소비세 | 476 | 4321448000 | <NA> | <NA> |
57 | 충청남도 | 서천군 | 44770 | 2021 | 지방소비세 | 7 | 7625455000 | <NA> | <NA> |
58 | 충청남도 | 서천군 | 44770 | 2021 | 등록면허세 | 30112 | 1311099000 | 4150 | 83794000 |
59 | 충청남도 | 서천군 | 44770 | 2021 | 도시계획세 | <NA> | <NA> | <NA> | <NA> |
60 | 충청남도 | 서천군 | 44770 | 2021 | 지역자원시설세 | 14068 | 2123743000 | 2980 | 192712000 |
61 | 충청남도 | 서천군 | 44770 | 2021 | 지방소득세 | 15253 | 8265661000 | <NA> | <NA> |
62 | 충청남도 | 서천군 | 44770 | 2021 | 교육세 | 148379 | 6118785000 | 123 | 11000 |