Dataset statistics
| Number of variables | 8 |
|---|---|
| Number of observations | 98 |
| Missing cells | 10 |
| Missing cells (%) | 1.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.9 KiB |
| Average record size in memory | 72.3 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 6 |
Dataset
| Description | 장애인전용주차구역 위반 과태료 집계 |
|---|---|
| Author | 경기도 |
| URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=4IDLNLLF10ZU70V5ACCX32461442&infSeq=1 |
위반건수 is highly overall correlated with 계도건수 and 4 other fields | High correlation |
계도건수 is highly overall correlated with 위반건수 and 4 other fields | High correlation |
과태료부과건수 is highly overall correlated with 위반건수 and 4 other fields | High correlation |
과태료부과금액 is highly overall correlated with 위반건수 and 4 other fields | High correlation |
과태료징수건수 is highly overall correlated with 위반건수 and 4 other fields | High correlation |
과태료징수금액 is highly overall correlated with 위반건수 and 4 other fields | High correlation |
계도건수 has 10 (10.2%) missing values | Missing |
과태료부과금액 has unique values | Unique |
Reproduction
| Analysis started | 2024-05-03 19:19:02.404459 |
|---|---|
| Analysis finished | 2024-05-03 19:19:16.261267 |
| Duration | 13.86 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
기준년도
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 916.0 B |
| 2021 | |
|---|---|
| 2022 | |
| 2020 | |
| 2023 | |
| 2024 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | 2021 |
|---|---|
| 2nd row | 2022 |
| 3rd row | 2020 |
| 4th row | 2021 |
| 5th row | 2022 |
Common Values
| Value | Count | Frequency (%) |
| 2021 | 27 | |
| 2022 | 27 | |
| 2020 | 27 | |
| 2023 | 16 | |
| 2024 | 1 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2021 | 27 | |
| 2022 | 27 | |
| 2020 | 27 | |
| 2023 | 16 | |
| 2024 | 1 | 1.0% |
시군명
Categorical
| Distinct | 30 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 916.0 B |
| 오산시 | 5 |
|---|---|
| 이천시 | 4 |
| 광주시 | 4 |
| 고양시 | 4 |
| 포천시 | 4 |
| Other values (25) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0816327 |
| Min length | 3 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | 의정부시 |
|---|---|
| 2nd row | 의정부시 |
| 3rd row | 수원시 |
| 4th row | 수원시 |
| 5th row | 수원시 |
Common Values
| Value | Count | Frequency (%) |
| 오산시 | 5 | 5.1% |
| 이천시 | 4 | 4.1% |
| 광주시 | 4 | 4.1% |
| 고양시 | 4 | 4.1% |
| 포천시 | 4 | 4.1% |
| 연천군 | 4 | 4.1% |
| 파주시 | 4 | 4.1% |
| 평택시 | 4 | 4.1% |
| 화성시 | 4 | 4.1% |
| 안산시 | 4 | 4.1% |
| Other values (20) | 57 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 오산시 | 5 | 5.1% |
| 평택시 | 4 | 4.1% |
| 이천시 | 4 | 4.1% |
| 안양시 | 4 | 4.1% |
| 가평군 | 4 | 4.1% |
| 안산시 | 4 | 4.1% |
| 화성시 | 4 | 4.1% |
| 동두천시 | 4 | 4.1% |
| 파주시 | 4 | 4.1% |
| 연천군 | 4 | 4.1% |
| Other values (20) | 57 |
위반건수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 97 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4968.1837 |
| Minimum | 126 |
|---|---|
| Maximum | 18356 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1014.0 B |
Quantile statistics
| Minimum | 126 |
|---|---|
| 5-th percentile | 163.85 |
| Q1 | 1053 |
| median | 3499.5 |
| Q3 | 7920.75 |
| 95-th percentile | 12397.35 |
| Maximum | 18356 |
| Range | 18230 |
| Interquartile range (IQR) | 6867.75 |
Descriptive statistics
| Standard deviation | 4359.4255 |
|---|---|
| Coefficient of variation (CV) | 0.87746867 |
| Kurtosis | -0.091406381 |
| Mean | 4968.1837 |
| Median Absolute Deviation (MAD) | 3059 |
| Skewness | 0.80512263 |
| Sum | 486882 |
| Variance | 19004591 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 430 | 2 | 2.0% |
| 7565 | 1 | 1.0% |
| 2037 | 1 | 1.0% |
| 1059 | 1 | 1.0% |
| 1051 | 1 | 1.0% |
| 1240 | 1 | 1.0% |
| 2434 | 1 | 1.0% |
| 4742 | 1 | 1.0% |
| 2846 | 1 | 1.0% |
| 2364 | 1 | 1.0% |
| Other values (87) | 87 |
| Value | Count | Frequency (%) |
| 126 | 1 | |
| 129 | 1 | |
| 133 | 1 | |
| 141 | 1 | |
| 146 | 1 | |
| 167 | 1 | |
| 239 | 1 | |
| 246 | 1 | |
| 336 | 1 | |
| 374 | 1 |
| Value | Count | Frequency (%) |
| 18356 | 1 | |
| 16442 | 1 | |
| 15268 | 1 | |
| 12989 | 1 | |
| 12830 | 1 | |
| 12321 | 1 | |
| 12132 | 1 | |
| 11799 | 1 | |
| 11772 | 1 | |
| 10773 | 1 |
계도건수
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 80 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 10 |
| Missing (%) | 10.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 550.51136 |
| Minimum | 1 |
|---|---|
| Maximum | 4272 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1014.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.35 |
| Q1 | 104 |
| median | 233.5 |
| Q3 | 610 |
| 95-th percentile | 1681.65 |
| Maximum | 4272 |
| Range | 4271 |
| Interquartile range (IQR) | 506 |
Descriptive statistics
| Standard deviation | 844.93813 |
|---|---|
| Coefficient of variation (CV) | 1.5348241 |
| Kurtosis | 10.497649 |
| Mean | 550.51136 |
| Median Absolute Deviation (MAD) | 214 |
| Skewness | 3.1281569 |
| Sum | 48445 |
| Variance | 713920.44 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 2 | 2.0% |
| 1 | 2 | 2.0% |
| 40 | 2 | 2.0% |
| 557 | 2 | 2.0% |
| 526 | 2 | 2.0% |
| 156 | 2 | 2.0% |
| 104 | 2 | 2.0% |
| 6 | 2 | 2.0% |
| 17 | 1 | 1.0% |
| 115 | 1 | 1.0% |
| Other values (70) | 70 | |
| (Missing) | 10 | 10.2% |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 3 | 1 | |
| 5 | 2 | |
| 6 | 2 | |
| 10 | 1 | |
| 17 | 1 | |
| 22 | 1 | |
| 29 | 1 | |
| 30 | 1 | |
| 40 | 2 |
| Value | Count | Frequency (%) |
| 4272 | 1 | |
| 4247 | 1 | |
| 3727 | 1 | |
| 3499 | 1 | |
| 1801 | 1 | |
| 1460 | 1 | |
| 1455 | 1 | |
| 1340 | 1 | |
| 1302 | 1 | |
| 1285 | 1 |
과태료부과건수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 95 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4005.3878 |
| Minimum | 104 |
|---|---|
| Maximum | 14375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1014.0 B |
Quantile statistics
| Minimum | 104 |
|---|---|
| 5-th percentile | 163.85 |
| Q1 | 936 |
| median | 2697 |
| Q3 | 6086.75 |
| 95-th percentile | 11319.85 |
| Maximum | 14375 |
| Range | 14271 |
| Interquartile range (IQR) | 5150.75 |
Descriptive statistics
| Standard deviation | 3702.0627 |
|---|---|
| Coefficient of variation (CV) | 0.92427075 |
| Kurtosis | 0.059481168 |
| Mean | 4005.3878 |
| Median Absolute Deviation (MAD) | 2087 |
| Skewness | 1.0077571 |
| Sum | 392528 |
| Variance | 13705269 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4036 | 2 | 2.0% |
| 6783 | 2 | 2.0% |
| 2128 | 2 | 2.0% |
| 4566 | 1 | 1.0% |
| 347 | 1 | 1.0% |
| 615 | 1 | 1.0% |
| 687 | 1 | 1.0% |
| 767 | 1 | 1.0% |
| 1403 | 1 | 1.0% |
| 2866 | 1 | 1.0% |
| Other values (85) | 85 |
| Value | Count | Frequency (%) |
| 104 | 1 | |
| 129 | 1 | |
| 133 | 1 | |
| 141 | 1 | |
| 146 | 1 | |
| 167 | 1 | |
| 238 | 1 | |
| 246 | 1 | |
| 254 | 1 | |
| 330 | 1 |
| Value | Count | Frequency (%) |
| 14375 | 1 | |
| 13966 | 1 | |
| 12534 | 1 | |
| 11863 | 1 | |
| 11608 | 1 | |
| 11269 | 1 | |
| 10942 | 1 | |
| 10339 | 1 | |
| 10140 | 1 | |
| 9856 | 1 |
과태료부과금액
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 98 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.757081 × 108 |
| Minimum | 11190000 |
|---|---|
| Maximum | 1.3471967 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1014.0 B |
Quantile statistics
| Minimum | 11190000 |
|---|---|
| 5-th percentile | 16709000 |
| Q1 | 90299450 |
| median | 2.4755017 × 108 |
| Q3 | 5.9167694 × 108 |
| 95-th percentile | 1.0357486 × 109 |
| Maximum | 1.3471967 × 109 |
| Range | 1.3360067 × 109 |
| Interquartile range (IQR) | 5.0137749 × 108 |
Descriptive statistics
| Standard deviation | 3.4245909 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.91150307 |
| Kurtosis | -0.03536355 |
| Mean | 3.757081 × 108 |
| Median Absolute Deviation (MAD) | 1.9708531 × 108 |
| Skewness | 0.9590483 |
| Sum | 3.6819393 × 1010 |
| Variance | 1.1727822 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 424491310 | 1 | 1.0% |
| 192637360 | 1 | 1.0% |
| 247580340 | 1 | 1.0% |
| 53920000 | 1 | 1.0% |
| 67650000 | 1 | 1.0% |
| 66650000 | 1 | 1.0% |
| 143870000 | 1 | 1.0% |
| 229060000 | 1 | 1.0% |
| 171800000 | 1 | 1.0% |
| 161890000 | 1 | 1.0% |
| Other values (88) | 88 |
| Value | Count | Frequency (%) |
| 11190000 | 1 | |
| 13000000 | 1 | |
| 13500000 | 1 | |
| 13700000 | 1 | |
| 16080000 | 1 | |
| 16820000 | 1 | |
| 23490000 | 1 | |
| 24800000 | 1 | |
| 28300000 | 1 | |
| 29470000 | 1 |
| Value | Count | Frequency (%) |
| 1347196720 | 1 | |
| 1241107910 | 1 | |
| 1190044830 | 1 | |
| 1134648470 | 1 | |
| 1052245460 | 1 | |
| 1032837360 | 1 | |
| 1025130450 | 1 | |
| 937434080 | 1 | |
| 931927000 | 1 | |
| 913234400 | 1 |
과태료징수건수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 97 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3382.551 |
| Minimum | 68 |
|---|---|
| Maximum | 13376 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1014.0 B |
Quantile statistics
| Minimum | 68 |
|---|---|
| 5-th percentile | 124.65 |
| Q1 | 742.75 |
| median | 2231 |
| Q3 | 5478.75 |
| 95-th percentile | 9620.65 |
| Maximum | 13376 |
| Range | 13308 |
| Interquartile range (IQR) | 4736 |
Descriptive statistics
| Standard deviation | 3146.6392 |
|---|---|
| Coefficient of variation (CV) | 0.93025624 |
| Kurtosis | 0.45771604 |
| Mean | 3382.551 |
| Median Absolute Deviation (MAD) | 1751 |
| Skewness | 1.064957 |
| Sum | 331490 |
| Variance | 9901338.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3970 | 2 | 2.0% |
| 3678 | 1 | 1.0% |
| 272 | 1 | 1.0% |
| 496 | 1 | 1.0% |
| 539 | 1 | 1.0% |
| 705 | 1 | 1.0% |
| 957 | 1 | 1.0% |
| 2591 | 1 | 1.0% |
| 1739 | 1 | 1.0% |
| 1864 | 1 | 1.0% |
| Other values (87) | 87 |
| Value | Count | Frequency (%) |
| 68 | 1 | |
| 80 | 1 | |
| 87 | 1 | |
| 94 | 1 | |
| 100 | 1 | |
| 129 | 1 | |
| 159 | 1 | |
| 192 | 1 | |
| 197 | 1 | |
| 268 | 1 |
| Value | Count | Frequency (%) |
| 13376 | 1 | |
| 12074 | 1 | |
| 11237 | 1 | |
| 9882 | 1 | |
| 9868 | 1 | |
| 9577 | 1 | |
| 8681 | 1 | |
| 8149 | 1 | |
| 8072 | 1 | |
| 7972 | 1 |
과태료징수금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 97 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0839956 × 108 |
| Minimum | 8020000 |
|---|---|
| Maximum | 1.230708 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1014.0 B |
Quantile statistics
| Minimum | 8020000 |
|---|---|
| 5-th percentile | 11143500 |
| Q1 | 69010650 |
| median | 2.200279 × 108 |
| Q3 | 4.8779954 × 108 |
| 95-th percentile | 8.4285127 × 108 |
| Maximum | 1.230708 × 109 |
| Range | 1.222688 × 109 |
| Interquartile range (IQR) | 4.1878889 × 108 |
Descriptive statistics
| Standard deviation | 2.8489627 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.92378948 |
| Kurtosis | 0.57420955 |
| Mean | 3.0839956 × 108 |
| Median Absolute Deviation (MAD) | 1.772601 × 108 |
| Skewness | 1.0735222 |
| Sum | 3.0223157 × 1010 |
| Variance | 8.1165885 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 424633210 | 2 | 2.0% |
| 363009410 | 1 | 1.0% |
| 22151200 | 1 | 1.0% |
| 43290000 | 1 | 1.0% |
| 45801980 | 1 | 1.0% |
| 62460000 | 1 | 1.0% |
| 114250000 | 1 | 1.0% |
| 214460000 | 1 | 1.0% |
| 144640000 | 1 | 1.0% |
| 149390000 | 1 | 1.0% |
| Other values (87) | 87 |
| Value | Count | Frequency (%) |
| 8020000 | 1 | |
| 8140000 | 1 | |
| 8520000 | 1 | |
| 9060000 | 1 | |
| 10880000 | 1 | |
| 11190000 | 1 | |
| 16866000 | 1 | |
| 19158400 | 1 | |
| 19790000 | 1 | |
| 22151200 | 1 |
| Value | Count | Frequency (%) |
| 1230708010 | 1 | |
| 1099823320 | 1 | |
| 1024073480 | 1 | |
| 944022240 | 1 | |
| 902354910 | 1 | |
| 832350630 | 1 | |
| 796632860 | 1 | |
| 736468600 | 1 | |
| 722120790 | 1 | |
| 710430600 | 1 |
| 기준년도 | 시군명 | 위반건수 | 계도건수 | 과태료부과건수 | 과태료부과금액 | 과태료징수건수 | 과태료징수금액 | |
|---|---|---|---|---|---|---|---|---|
| 기준년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 시군명 | 0.000 | 1.000 | 0.844 | 0.873 | 0.876 | 0.881 | 0.884 | 0.878 |
| 위반건수 | 0.000 | 0.844 | 1.000 | 0.639 | 0.953 | 0.949 | 0.959 | 0.960 |
| 계도건수 | 0.000 | 0.873 | 0.639 | 1.000 | 0.599 | 0.637 | 0.579 | 0.645 |
| 과태료부과건수 | 0.000 | 0.876 | 0.953 | 0.599 | 1.000 | 0.979 | 0.982 | 0.966 |
| 과태료부과금액 | 0.000 | 0.881 | 0.949 | 0.637 | 0.979 | 1.000 | 0.972 | 0.975 |
| 과태료징수건수 | 0.000 | 0.884 | 0.959 | 0.579 | 0.982 | 0.972 | 1.000 | 0.977 |
| 과태료징수금액 | 0.000 | 0.878 | 0.960 | 0.645 | 0.966 | 0.975 | 0.977 | 1.000 |
| 기준년도 | 시군명 | |
|---|---|---|
| 기준년도 | 1.000 | 0.000 |
| 시군명 | 0.000 | 1.000 |
| 위반건수 | 계도건수 | 과태료부과건수 | 과태료부과금액 | 과태료징수건수 | 과태료징수금액 | 기준년도 | 시군명 | |
|---|---|---|---|---|---|---|---|---|
| 위반건수 | 1.000 | 0.697 | 0.968 | 0.961 | 0.963 | 0.959 | 0.000 | 0.391 |
| 계도건수 | 0.697 | 1.000 | 0.620 | 0.600 | 0.615 | 0.610 | 0.000 | 0.467 |
| 과태료부과건수 | 0.968 | 0.620 | 1.000 | 0.995 | 0.991 | 0.992 | 0.000 | 0.434 |
| 과태료부과금액 | 0.961 | 0.600 | 0.995 | 1.000 | 0.983 | 0.991 | 0.000 | 0.445 |
| 과태료징수건수 | 0.963 | 0.615 | 0.991 | 0.983 | 1.000 | 0.992 | 0.000 | 0.447 |
| 과태료징수금액 | 0.959 | 0.610 | 0.992 | 0.991 | 0.992 | 1.000 | 0.000 | 0.440 |
| 기준년도 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| 시군명 | 0.391 | 0.467 | 0.434 | 0.445 | 0.447 | 0.440 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 기준년도 | 시군명 | 위반건수 | 계도건수 | 과태료부과건수 | 과태료부과금액 | 과태료징수건수 | 과태료징수금액 | |
|---|---|---|---|---|---|---|---|---|
| 0 | 2021 | 의정부시 | 7565 | 156 | 4176 | 424491310 | 3678 | 363009410 |
| 1 | 2022 | 의정부시 | 9923 | 314 | 4036 | 441992680 | 3209 | 334968300 |
| 2 | 2020 | 수원시 | 18356 | 1455 | 14375 | 1347196720 | 13376 | 1230708010 |
| 3 | 2021 | 수원시 | 12830 | 1340 | 8615 | 765052650 | 7972 | 710430600 |
| 4 | 2022 | 수원시 | 16442 | 1801 | 11863 | 1032837360 | 9882 | 902354910 |
| 5 | 2020 | 가평군 | 336 | 6 | 330 | 29470000 | 320 | 28470000 |
| 6 | 2021 | 가평군 | 374 | 10 | 374 | 31835310 | 324 | 27072140 |
| 7 | 2022 | 가평군 | 494 | 3 | 491 | 40454970 | 468 | 38279170 |
| 8 | 2023 | 가평군 | 443 | 5 | 438 | 52339720 | 268 | 32694800 |
| 9 | 2023 | 군포시 | 1703 | 569 | 1134 | 131928000 | 944 | 107028000 |
| 기준년도 | 시군명 | 위반건수 | 계도건수 | 과태료부과건수 | 과태료부과금액 | 과태료징수건수 | 과태료징수금액 | |
|---|---|---|---|---|---|---|---|---|
| 88 | 2022 | 용인시 | 11799 | 1460 | 10339 | 931927000 | 8072 | 722120790 |
| 89 | 2020 | 과천시 | 246 | <NA> | 246 | 23490000 | 197 | 19790000 |
| 90 | 2021 | 과천시 | 141 | <NA> | 141 | 13000000 | 87 | 8520000 |
| 91 | 2022 | 과천시 | 146 | <NA> | 146 | 16080000 | 80 | 10880000 |
| 92 | 2020 | 양평군 | 464 | 1 | 463 | 48090000 | 424 | 42245600 |
| 93 | 2021 | 양평군 | 430 | 6 | 424 | 48590000 | 345 | 40762900 |
| 94 | 2022 | 양평군 | 239 | 1 | 238 | 28300000 | 159 | 16866000 |
| 95 | 2020 | 성남시 | 7884 | 105 | 8511 | 735291590 | 7268 | 620271380 |
| 96 | 2021 | 성남시 | 6599 | 128 | 6783 | 580323141 | 5934 | 497997760 |
| 97 | 2022 | 성남시 | 7312 | 224 | 7088 | 595461540 | 5913 | 488343180 |