Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 21 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.4 KiB |
| Average record size in memory | 168.1 B |
Variable types
| Numeric | 18 |
|---|
Dataset
| Description | 공무원연금 지역별(서울 부산 대구 인천 등 광역시와 도) 신규가입자수에 대한 데이터입니다. 2001년부터 시작되며 연 단위로 구분됩니다. |
|---|---|
| Author | 공무원연금공단 |
| URL | https://www.data.go.kr/data/15052944/fileData.do |
서울 is highly overall correlated with 연도 and 15 other fields | High correlation |
부산 is highly overall correlated with 연도 and 16 other fields | High correlation |
대구 is highly overall correlated with 연도 and 16 other fields | High correlation |
인천 is highly overall correlated with 서울 and 14 other fields | High correlation |
광주 is highly overall correlated with 연도 and 16 other fields | High correlation |
대전 is highly overall correlated with 연도 and 16 other fields | High correlation |
세종 is highly overall correlated with 연도 and 14 other fields | High correlation |
경기 is highly overall correlated with 서울 and 15 other fields | High correlation |
강원 is highly overall correlated with 연도 and 16 other fields | High correlation |
충북 is highly overall correlated with 연도 and 16 other fields | High correlation |
충남 is highly overall correlated with 연도 and 16 other fields | High correlation |
경북 is highly overall correlated with 연도 and 16 other fields | High correlation |
전북 is highly overall correlated with 연도 and 16 other fields | High correlation |
전남 is highly overall correlated with 연도 and 16 other fields | High correlation |
연도 is highly overall correlated with 서울 and 13 other fields | High correlation |
울산 is highly overall correlated with 부산 and 13 other fields | High correlation |
경남 is highly overall correlated with 연도 and 16 other fields | High correlation |
제주 is highly overall correlated with 연도 and 16 other fields | High correlation |
연도 has unique values | Unique |
서울 has unique values | Unique |
부산 has unique values | Unique |
대구 has unique values | Unique |
인천 has unique values | Unique |
광주 has unique values | Unique |
대전 has unique values | Unique |
경기 has unique values | Unique |
강원 has unique values | Unique |
충북 has unique values | Unique |
충남 has unique values | Unique |
경북 has unique values | Unique |
경남 has unique values | Unique |
전북 has unique values | Unique |
전남 has unique values | Unique |
세종 has 11 (52.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-06-12 11:23:41.123428 |
|---|---|
| Analysis finished | 2023-06-12 11:25:19.041596 |
| Duration | 1 minute and 37.92 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2011 |
| Minimum | 2001 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 2001 |
|---|---|
| 5-th percentile | 2002 |
| Q1 | 2006 |
| median | 2011 |
| Q3 | 2016 |
| 95-th percentile | 2020 |
| Maximum | 2021 |
| Range | 20 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.2048368 |
|---|---|
| Coefficient of variation (CV) | 0.0030854484 |
| Kurtosis | -1.2 |
| Mean | 2011 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0 |
| Sum | 42231 |
| Variance | 38.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 2001 | 1 | 4.8% |
| 2012 | 1 | 4.8% |
| 2021 | 1 | 4.8% |
| 2003 | 1 | 4.8% |
| 2004 | 1 | 4.8% |
| 2005 | 1 | 4.8% |
| 2006 | 1 | 4.8% |
| 2007 | 1 | 4.8% |
| 2008 | 1 | 4.8% |
| 2009 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 2001 | 1 | |
| 2002 | 1 | |
| 2003 | 1 | |
| 2004 | 1 | |
| 2005 | 1 | |
| 2006 | 1 | |
| 2007 | 1 | |
| 2008 | 1 | |
| 2009 | 1 | |
| 2010 | 1 |
| Value | Count | Frequency (%) |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 |
서울
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9797.0476 |
| Minimum | 4410 |
|---|---|
| Maximum | 17998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 4410 |
|---|---|
| 5-th percentile | 5138 |
| Q1 | 7249 |
| median | 9362 |
| Q3 | 11122 |
| 95-th percentile | 16702 |
| Maximum | 17998 |
| Range | 13588 |
| Interquartile range (IQR) | 3873 |
Descriptive statistics
| Standard deviation | 3684.8858 |
|---|---|
| Coefficient of variation (CV) | 0.37612207 |
| Kurtosis | 0.13551878 |
| Mean | 9797.0476 |
| Median Absolute Deviation (MAD) | 2011 |
| Skewness | 0.85466965 |
| Sum | 205738 |
| Variance | 13578383 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 6477 | 1 | 4.8% |
| 9249 | 1 | 4.8% |
| 17998 | 1 | 4.8% |
| 7351 | 1 | 4.8% |
| 9362 | 1 | 4.8% |
| 5138 | 1 | 4.8% |
| 7249 | 1 | 4.8% |
| 8937 | 1 | 4.8% |
| 11248 | 1 | 4.8% |
| 9656 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 4410 | 1 | |
| 5138 | 1 | |
| 6477 | 1 | |
| 6548 | 1 | |
| 7145 | 1 | |
| 7249 | 1 | |
| 7351 | 1 | |
| 7512 | 1 | |
| 8937 | 1 | |
| 9249 | 1 |
| Value | Count | Frequency (%) |
| 17998 | 1 | |
| 16702 | 1 | |
| 14985 | 1 | |
| 14972 | 1 | |
| 11248 | 1 | |
| 11122 | 1 | |
| 10591 | 1 | |
| 9671 | 1 | |
| 9656 | 1 | |
| 9415 | 1 |
부산
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2407.1429 |
| Minimum | 1383 |
|---|---|
| Maximum | 4239 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 1383 |
|---|---|
| 5-th percentile | 1516 |
| Q1 | 1643 |
| median | 2071 |
| Q3 | 3007 |
| 95-th percentile | 4015 |
| Maximum | 4239 |
| Range | 2856 |
| Interquartile range (IQR) | 1364 |
Descriptive statistics
| Standard deviation | 920.10419 |
|---|---|
| Coefficient of variation (CV) | 0.38223913 |
| Kurtosis | -0.81777205 |
| Mean | 2407.1429 |
| Median Absolute Deviation (MAD) | 543 |
| Skewness | 0.74270588 |
| Sum | 50550 |
| Variance | 846591.73 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1528 | 1 | 4.8% |
| 1714 | 1 | 4.8% |
| 4015 | 1 | 4.8% |
| 2071 | 1 | 4.8% |
| 3007 | 1 | 4.8% |
| 1383 | 1 | 4.8% |
| 1643 | 1 | 4.8% |
| 1576 | 1 | 4.8% |
| 1617 | 1 | 4.8% |
| 1728 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 1383 | 1 | |
| 1516 | 1 | |
| 1528 | 1 | |
| 1576 | 1 | |
| 1617 | 1 | |
| 1643 | 1 | |
| 1714 | 1 | |
| 1728 | 1 | |
| 1783 | 1 | |
| 1889 | 1 |
| Value | Count | Frequency (%) |
| 4239 | 1 | |
| 4015 | 1 | |
| 3733 | 1 | |
| 3711 | 1 | |
| 3072 | 1 | |
| 3007 | 1 | |
| 2887 | 1 | |
| 2812 | 1 | |
| 2527 | 1 | |
| 2099 | 1 |
대구
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1835.7619 |
| Minimum | 966 |
|---|---|
| Maximum | 2951 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 966 |
|---|---|
| 5-th percentile | 1082 |
| Q1 | 1412 |
| median | 1807 |
| Q3 | 2179 |
| 95-th percentile | 2950 |
| Maximum | 2951 |
| Range | 1985 |
| Interquartile range (IQR) | 767 |
Descriptive statistics
| Standard deviation | 597.42857 |
|---|---|
| Coefficient of variation (CV) | 0.32543903 |
| Kurtosis | -0.58174005 |
| Mean | 1835.7619 |
| Median Absolute Deviation (MAD) | 395 |
| Skewness | 0.54892413 |
| Sum | 38551 |
| Variance | 356920.89 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1209 | 1 | 4.8% |
| 1456 | 1 | 4.8% |
| 2950 | 1 | 4.8% |
| 1839 | 1 | 4.8% |
| 2123 | 1 | 4.8% |
| 1276 | 1 | 4.8% |
| 1807 | 1 | 4.8% |
| 1449 | 1 | 4.8% |
| 1599 | 1 | 4.8% |
| 1443 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 966 | 1 | |
| 1082 | 1 | |
| 1209 | 1 | |
| 1276 | 1 | |
| 1321 | 1 | |
| 1412 | 1 | |
| 1443 | 1 | |
| 1449 | 1 | |
| 1456 | 1 | |
| 1599 | 1 |
| Value | Count | Frequency (%) |
| 2951 | 1 | |
| 2950 | 1 | |
| 2842 | 1 | |
| 2250 | 1 | |
| 2247 | 1 | |
| 2179 | 1 | |
| 2124 | 1 | |
| 2123 | 1 | |
| 2026 | 1 | |
| 1839 | 1 |
인천
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2232.0952 |
| Minimum | 1183 |
|---|---|
| Maximum | 3750 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 1183 |
|---|---|
| 5-th percentile | 1469 |
| Q1 | 1789 |
| median | 1924 |
| Q3 | 2491 |
| 95-th percentile | 3694 |
| Maximum | 3750 |
| Range | 2567 |
| Interquartile range (IQR) | 702 |
Descriptive statistics
| Standard deviation | 742.08449 |
|---|---|
| Coefficient of variation (CV) | 0.33246094 |
| Kurtosis | 0.061474641 |
| Mean | 2232.0952 |
| Median Absolute Deviation (MAD) | 319 |
| Skewness | 1.0005607 |
| Sum | 46874 |
| Variance | 550689.39 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1635 | 1 | 4.8% |
| 1605 | 1 | 4.8% |
| 3583 | 1 | 4.8% |
| 2491 | 1 | 4.8% |
| 2430 | 1 | 4.8% |
| 1643 | 1 | 4.8% |
| 2044 | 1 | 4.8% |
| 2629 | 1 | 4.8% |
| 2268 | 1 | 4.8% |
| 1911 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 1183 | 1 | |
| 1469 | 1 | |
| 1605 | 1 | |
| 1635 | 1 | |
| 1643 | 1 | |
| 1789 | 1 | |
| 1841 | 1 | |
| 1872 | 1 | |
| 1911 | 1 | |
| 1914 | 1 |
| Value | Count | Frequency (%) |
| 3750 | 1 | |
| 3694 | 1 | |
| 3583 | 1 | |
| 3156 | 1 | |
| 2629 | 1 | |
| 2491 | 1 | |
| 2430 | 1 | |
| 2268 | 1 | |
| 2044 | 1 | |
| 2043 | 1 |
광주
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1309.2381 |
| Minimum | 591 |
|---|---|
| Maximum | 2038 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 591 |
|---|---|
| 5-th percentile | 795 |
| Q1 | 1089 |
| median | 1243 |
| Q3 | 1578 |
| 95-th percentile | 1969 |
| Maximum | 2038 |
| Range | 1447 |
| Interquartile range (IQR) | 489 |
Descriptive statistics
| Standard deviation | 402.09836 |
|---|---|
| Coefficient of variation (CV) | 0.30712394 |
| Kurtosis | -0.67423908 |
| Mean | 1309.2381 |
| Median Absolute Deviation (MAD) | 270 |
| Skewness | 0.36184753 |
| Sum | 27494 |
| Variance | 161683.09 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 795 | 1 | 4.8% |
| 1157 | 1 | 4.8% |
| 1969 | 1 | 4.8% |
| 1446 | 1 | 4.8% |
| 1788 | 1 | 4.8% |
| 960 | 1 | 4.8% |
| 1339 | 1 | 4.8% |
| 1095 | 1 | 4.8% |
| 1094 | 1 | 4.8% |
| 1254 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 591 | 1 | |
| 795 | 1 | |
| 904 | 1 | |
| 960 | 1 | |
| 973 | 1 | |
| 1089 | 1 | |
| 1094 | 1 | |
| 1095 | 1 | |
| 1157 | 1 | |
| 1166 | 1 |
| Value | Count | Frequency (%) |
| 2038 | 1 | |
| 1969 | 1 | |
| 1886 | 1 | |
| 1801 | 1 | |
| 1788 | 1 | |
| 1578 | 1 | |
| 1446 | 1 | |
| 1339 | 1 | |
| 1328 | 1 | |
| 1254 | 1 |
대전
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1657.4286 |
| Minimum | 730 |
|---|---|
| Maximum | 2981 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 730 |
|---|---|
| 5-th percentile | 1000 |
| Q1 | 1205 |
| median | 1409 |
| Q3 | 2018 |
| 95-th percentile | 2871 |
| Maximum | 2981 |
| Range | 2251 |
| Interquartile range (IQR) | 813 |
Descriptive statistics
| Standard deviation | 616.03422 |
|---|---|
| Coefficient of variation (CV) | 0.3716807 |
| Kurtosis | -0.12319082 |
| Mean | 1657.4286 |
| Median Absolute Deviation (MAD) | 323 |
| Skewness | 0.78043142 |
| Sum | 34806 |
| Variance | 379498.16 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1307 | 1 | 4.8% |
| 1192 | 1 | 4.8% |
| 2525 | 1 | 4.8% |
| 1372 | 1 | 4.8% |
| 1732 | 1 | 4.8% |
| 1000 | 1 | 4.8% |
| 1640 | 1 | 4.8% |
| 1409 | 1 | 4.8% |
| 1228 | 1 | 4.8% |
| 1183 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 730 | 1 | |
| 1000 | 1 | |
| 1096 | 1 | |
| 1183 | 1 | |
| 1192 | 1 | |
| 1205 | 1 | |
| 1228 | 1 | |
| 1247 | 1 | |
| 1307 | 1 | |
| 1372 | 1 |
| Value | Count | Frequency (%) |
| 2981 | 1 | |
| 2871 | 1 | |
| 2525 | 1 | |
| 2233 | 1 | |
| 2070 | 1 | |
| 2018 | 1 | |
| 1896 | 1 | |
| 1871 | 1 | |
| 1732 | 1 | |
| 1640 | 1 |
세종
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 52.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 524.85714 |
| Minimum | 0 |
|---|---|
| Maximum | 1751 |
| Zeros | 11 |
| Zeros (%) | 52.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1172 |
| 95-th percentile | 1644 |
| Maximum | 1751 |
| Range | 1751 |
| Interquartile range (IQR) | 1172 |
Descriptive statistics
| Standard deviation | 679.81654 |
|---|---|
| Coefficient of variation (CV) | 1.2952411 |
| Kurtosis | -1.2438533 |
| Mean | 524.85714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.76123097 |
| Sum | 11022 |
| Variance | 462150.53 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 118 | 1 | 4.8% |
| 268 | 1 | 4.8% |
| 790 | 1 | 4.8% |
| 944 | 1 | 4.8% |
| 1172 | 1 | 4.8% |
| 1343 | 1 | 4.8% |
| 1644 | 1 | 4.8% |
| 1751 | 1 | 4.8% |
| 1546 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 118 | 1 | 4.8% |
| 268 | 1 | 4.8% |
| 790 | 1 | 4.8% |
| 944 | 1 | 4.8% |
| 1172 | 1 | 4.8% |
| 1343 | 1 | 4.8% |
| 1446 | 1 | 4.8% |
| 1546 | 1 | 4.8% |
| 1644 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 1751 | 1 | |
| 1644 | 1 | |
| 1546 | 1 | |
| 1446 | 1 | |
| 1343 | 1 | |
| 1172 | 1 | |
| 944 | 1 | |
| 790 | 1 | |
| 268 | 1 | |
| 118 | 1 |
울산
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 787.66667 |
| Minimum | 402 |
|---|---|
| Maximum | 1334 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 402 |
|---|---|
| 5-th percentile | 426 |
| Q1 | 580 |
| median | 694 |
| Q3 | 969 |
| 95-th percentile | 1301 |
| Maximum | 1334 |
| Range | 932 |
| Interquartile range (IQR) | 389 |
Descriptive statistics
| Standard deviation | 275.14293 |
|---|---|
| Coefficient of variation (CV) | 0.34931392 |
| Kurtosis | -0.49768408 |
| Mean | 787.66667 |
| Median Absolute Deviation (MAD) | 120 |
| Skewness | 0.71805503 |
| Sum | 16541 |
| Variance | 75703.633 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 713 | 2 | 9.5% |
| 692 | 1 | 4.8% |
| 1301 | 1 | 4.8% |
| 1166 | 1 | 4.8% |
| 969 | 1 | 4.8% |
| 658 | 1 | 4.8% |
| 580 | 1 | 4.8% |
| 402 | 1 | 4.8% |
| 694 | 1 | 4.8% |
| 426 | 1 | 4.8% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 402 | 1 | |
| 426 | 1 | |
| 524 | 1 | |
| 574 | 1 | |
| 578 | 1 | |
| 580 | 1 | |
| 658 | 1 | |
| 670 | 1 | |
| 677 | 1 | |
| 692 | 1 |
| Value | Count | Frequency (%) |
| 1334 | 1 | |
| 1301 | 1 | |
| 1172 | 1 | |
| 1166 | 1 | |
| 999 | 1 | |
| 969 | 1 | |
| 955 | 1 | |
| 744 | 1 | |
| 713 | 2 | |
| 694 | 1 |
경기
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9586.381 |
| Minimum | 5912 |
|---|---|
| Maximum | 15393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 5912 |
|---|---|
| 5-th percentile | 6451 |
| Q1 | 7536 |
| median | 9035 |
| Q3 | 10217 |
| 95-th percentile | 15032 |
| Maximum | 15393 |
| Range | 9481 |
| Interquartile range (IQR) | 2681 |
Descriptive statistics
| Standard deviation | 2773.9402 |
|---|---|
| Coefficient of variation (CV) | 0.28936261 |
| Kurtosis | -0.035174804 |
| Mean | 9586.381 |
| Median Absolute Deviation (MAD) | 1499 |
| Skewness | 0.93254713 |
| Sum | 201314 |
| Variance | 7694744 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 6625 | 1 | 4.8% |
| 7536 | 1 | 4.8% |
| 15032 | 1 | 4.8% |
| 10217 | 1 | 4.8% |
| 11462 | 1 | 4.8% |
| 6451 | 1 | 4.8% |
| 8113 | 1 | 4.8% |
| 9064 | 1 | 4.8% |
| 9504 | 1 | 4.8% |
| 8092 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 5912 | 1 | |
| 6451 | 1 | |
| 6625 | 1 | |
| 7382 | 1 | |
| 7515 | 1 | |
| 7536 | 1 | |
| 8092 | 1 | |
| 8113 | 1 | |
| 8397 | 1 | |
| 8705 | 1 |
| Value | Count | Frequency (%) |
| 15393 | 1 | |
| 15032 | 1 | |
| 14099 | 1 | |
| 13215 | 1 | |
| 11462 | 1 | |
| 10217 | 1 | |
| 10210 | 1 | |
| 9504 | 1 | |
| 9355 | 1 | |
| 9064 | 1 |
강원
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2205.5238 |
| Minimum | 1312 |
|---|---|
| Maximum | 3920 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 1312 |
|---|---|
| 5-th percentile | 1473 |
| Q1 | 1758 |
| median | 1880 |
| Q3 | 2462 |
| 95-th percentile | 3547 |
| Maximum | 3920 |
| Range | 2608 |
| Interquartile range (IQR) | 704 |
Descriptive statistics
| Standard deviation | 713.62964 |
|---|---|
| Coefficient of variation (CV) | 0.3235647 |
| Kurtosis | 0.31233313 |
| Mean | 2205.5238 |
| Median Absolute Deviation (MAD) | 336 |
| Skewness | 1.0600855 |
| Sum | 46316 |
| Variance | 509267.26 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1758 | 1 | 4.8% |
| 1663 | 1 | 4.8% |
| 3920 | 1 | 4.8% |
| 1891 | 1 | 4.8% |
| 2183 | 1 | 4.8% |
| 1880 | 1 | 4.8% |
| 1867 | 1 | 4.8% |
| 1804 | 1 | 4.8% |
| 1769 | 1 | 4.8% |
| 1473 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 1312 | 1 | |
| 1473 | 1 | |
| 1544 | 1 | |
| 1663 | 1 | |
| 1681 | 1 | |
| 1758 | 1 | |
| 1769 | 1 | |
| 1797 | 1 | |
| 1804 | 1 | |
| 1867 | 1 |
| Value | Count | Frequency (%) |
| 3920 | 1 | |
| 3547 | 1 | |
| 3096 | 1 | |
| 3074 | 1 | |
| 2822 | 1 | |
| 2462 | 1 | |
| 2445 | 1 | |
| 2328 | 1 | |
| 2183 | 1 | |
| 1891 | 1 |
충북
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1848.5238 |
| Minimum | 910 |
|---|---|
| Maximum | 3040 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 910 |
|---|---|
| 5-th percentile | 1104 |
| Q1 | 1435 |
| median | 1683 |
| Q3 | 2165 |
| 95-th percentile | 2859 |
| Maximum | 3040 |
| Range | 2130 |
| Interquartile range (IQR) | 730 |
Descriptive statistics
| Standard deviation | 577.54278 |
|---|---|
| Coefficient of variation (CV) | 0.31243459 |
| Kurtosis | -0.3458313 |
| Mean | 1848.5238 |
| Median Absolute Deviation (MAD) | 284 |
| Skewness | 0.62596696 |
| Sum | 38819 |
| Variance | 333555.66 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 910 | 1 | 4.8% |
| 1757 | 1 | 4.8% |
| 3040 | 1 | 4.8% |
| 1683 | 1 | 4.8% |
| 2165 | 1 | 4.8% |
| 1353 | 1 | 4.8% |
| 1482 | 1 | 4.8% |
| 1628 | 1 | 4.8% |
| 1623 | 1 | 4.8% |
| 1435 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 910 | 1 | |
| 1104 | 1 | |
| 1353 | 1 | |
| 1402 | 1 | |
| 1431 | 1 | |
| 1435 | 1 | |
| 1482 | 1 | |
| 1542 | 1 | |
| 1623 | 1 | |
| 1628 | 1 |
| Value | Count | Frequency (%) |
| 3040 | 1 | |
| 2859 | 1 | |
| 2688 | 1 | |
| 2604 | 1 | |
| 2302 | 1 | |
| 2165 | 1 | |
| 2055 | 1 | |
| 1967 | 1 | |
| 1789 | 1 | |
| 1757 | 1 |
충남
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2256.4286 |
| Minimum | 877 |
|---|---|
| Maximum | 3970 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 877 |
|---|---|
| 5-th percentile | 1309 |
| Q1 | 1805 |
| median | 1988 |
| Q3 | 2556 |
| 95-th percentile | 3738 |
| Maximum | 3970 |
| Range | 3093 |
| Interquartile range (IQR) | 751 |
Descriptive statistics
| Standard deviation | 814.61393 |
|---|---|
| Coefficient of variation (CV) | 0.36101915 |
| Kurtosis | 0.038838206 |
| Mean | 2256.4286 |
| Median Absolute Deviation (MAD) | 342 |
| Skewness | 0.76903765 |
| Sum | 47385 |
| Variance | 663595.86 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 877 | 1 | 4.8% |
| 1964 | 1 | 4.8% |
| 3970 | 1 | 4.8% |
| 1646 | 1 | 4.8% |
| 2554 | 1 | 4.8% |
| 2001 | 1 | 4.8% |
| 1805 | 1 | 4.8% |
| 1988 | 1 | 4.8% |
| 1859 | 1 | 4.8% |
| 1906 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 877 | 1 | |
| 1309 | 1 | |
| 1489 | 1 | |
| 1646 | 1 | |
| 1770 | 1 | |
| 1805 | 1 | |
| 1859 | 1 | |
| 1906 | 1 | |
| 1920 | 1 | |
| 1964 | 1 |
| Value | Count | Frequency (%) |
| 3970 | 1 | |
| 3738 | 1 | |
| 3527 | 1 | |
| 3442 | 1 | |
| 2585 | 1 | |
| 2556 | 1 | |
| 2554 | 1 | |
| 2325 | 1 | |
| 2154 | 1 | |
| 2001 | 1 |
경북
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2577.2857 |
| Minimum | 983 |
|---|---|
| Maximum | 4391 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 983 |
|---|---|
| 5-th percentile | 1485 |
| Q1 | 1939 |
| median | 2457 |
| Q3 | 2963 |
| 95-th percentile | 4276 |
| Maximum | 4391 |
| Range | 3408 |
| Interquartile range (IQR) | 1024 |
Descriptive statistics
| Standard deviation | 935.79448 |
|---|---|
| Coefficient of variation (CV) | 0.36309303 |
| Kurtosis | -0.30264821 |
| Mean | 2577.2857 |
| Median Absolute Deviation (MAD) | 518 |
| Skewness | 0.62516039 |
| Sum | 54123 |
| Variance | 875711.31 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 983 | 1 | 4.8% |
| 2042 | 1 | 4.8% |
| 4391 | 1 | 4.8% |
| 1887 | 1 | 4.8% |
| 2963 | 1 | 4.8% |
| 1871 | 1 | 4.8% |
| 2457 | 1 | 4.8% |
| 2490 | 1 | 4.8% |
| 1905 | 1 | 4.8% |
| 2049 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 983 | 1 | |
| 1485 | 1 | |
| 1871 | 1 | |
| 1887 | 1 | |
| 1905 | 1 | |
| 1939 | 1 | |
| 1946 | 1 | |
| 2021 | 1 | |
| 2042 | 1 | |
| 2049 | 1 |
| Value | Count | Frequency (%) |
| 4391 | 1 | |
| 4276 | 1 | |
| 4173 | 1 | |
| 3674 | 1 | |
| 3178 | 1 | |
| 2963 | 1 | |
| 2955 | 1 | |
| 2846 | 1 | |
| 2592 | 1 | |
| 2490 | 1 |
경남
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2859.2857 |
| Minimum | 1574 |
|---|---|
| Maximum | 4340 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 1574 |
|---|---|
| 5-th percentile | 1685 |
| Q1 | 2273 |
| median | 2580 |
| Q3 | 3098 |
| 95-th percentile | 4289 |
| Maximum | 4340 |
| Range | 2766 |
| Interquartile range (IQR) | 825 |
Descriptive statistics
| Standard deviation | 872.01784 |
|---|---|
| Coefficient of variation (CV) | 0.30497751 |
| Kurtosis | -0.72587496 |
| Mean | 2859.2857 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 0.59472338 |
| Sum | 60045 |
| Variance | 760415.11 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1574 | 1 | 4.8% |
| 2580 | 1 | 4.8% |
| 4273 | 1 | 4.8% |
| 2322 | 1 | 4.8% |
| 4340 | 1 | 4.8% |
| 2273 | 1 | 4.8% |
| 3055 | 1 | 4.8% |
| 2576 | 1 | 4.8% |
| 2405 | 1 | 4.8% |
| 2231 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 1574 | 1 | |
| 1685 | 1 | |
| 1894 | 1 | |
| 2231 | 1 | |
| 2262 | 1 | |
| 2273 | 1 | |
| 2322 | 1 | |
| 2405 | 1 | |
| 2497 | 1 | |
| 2576 | 1 |
| Value | Count | Frequency (%) |
| 4340 | 1 | |
| 4289 | 1 | |
| 4273 | 1 | |
| 4225 | 1 | |
| 3928 | 1 | |
| 3098 | 1 | |
| 3055 | 1 | |
| 2952 | 1 | |
| 2866 | 1 | |
| 2720 | 1 |
전북
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009.7619 |
| Minimum | 1097 |
|---|---|
| Maximum | 3551 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 1097 |
|---|---|
| 5-th percentile | 1363 |
| Q1 | 1448 |
| median | 1769 |
| Q3 | 2149 |
| 95-th percentile | 3501 |
| Maximum | 3551 |
| Range | 2454 |
| Interquartile range (IQR) | 701 |
Descriptive statistics
| Standard deviation | 725.88497 |
|---|---|
| Coefficient of variation (CV) | 0.36117958 |
| Kurtosis | 0.34505124 |
| Mean | 2009.7619 |
| Median Absolute Deviation (MAD) | 342 |
| Skewness | 1.1809937 |
| Sum | 42205 |
| Variance | 526908.99 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1363 | 1 | 4.8% |
| 1769 | 1 | 4.8% |
| 3551 | 1 | 4.8% |
| 1625 | 1 | 4.8% |
| 1871 | 1 | 4.8% |
| 1427 | 1 | 4.8% |
| 1697 | 1 | 4.8% |
| 1741 | 1 | 4.8% |
| 1763 | 1 | 4.8% |
| 1786 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 1097 | 1 | |
| 1363 | 1 | |
| 1396 | 1 | |
| 1399 | 1 | |
| 1427 | 1 | |
| 1448 | 1 | |
| 1625 | 1 | |
| 1697 | 1 | |
| 1741 | 1 | |
| 1763 | 1 |
| Value | Count | Frequency (%) |
| 3551 | 1 | |
| 3501 | 1 | |
| 3301 | 1 | |
| 3024 | 1 | |
| 2239 | 1 | |
| 2149 | 1 | |
| 2091 | 1 | |
| 1967 | 1 | |
| 1871 | 1 | |
| 1786 | 1 |
전남
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2545.2381 |
| Minimum | 1522 |
|---|---|
| Maximum | 4211 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 1522 |
|---|---|
| 5-th percentile | 1625 |
| Q1 | 1935 |
| median | 2183 |
| Q3 | 2947 |
| 95-th percentile | 4160 |
| Maximum | 4211 |
| Range | 2689 |
| Interquartile range (IQR) | 1012 |
Descriptive statistics
| Standard deviation | 866.99163 |
|---|---|
| Coefficient of variation (CV) | 0.34063282 |
| Kurtosis | -0.58198986 |
| Mean | 2545.2381 |
| Median Absolute Deviation (MAD) | 558 |
| Skewness | 0.80875306 |
| Sum | 53450 |
| Variance | 751674.49 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 2183 | 1 | 4.8% |
| 1935 | 1 | 4.8% |
| 4211 | 1 | 4.8% |
| 1809 | 1 | 4.8% |
| 2833 | 1 | 4.8% |
| 1652 | 1 | 4.8% |
| 2009 | 1 | 4.8% |
| 2233 | 1 | 4.8% |
| 2153 | 1 | 4.8% |
| 2018 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 1522 | 1 | |
| 1625 | 1 | |
| 1652 | 1 | |
| 1744 | 1 | |
| 1809 | 1 | |
| 1935 | 1 | |
| 2009 | 1 | |
| 2018 | 1 | |
| 2031 | 1 | |
| 2153 | 1 |
| Value | Count | Frequency (%) |
| 4211 | 1 | |
| 4160 | 1 | |
| 3963 | 1 | |
| 3763 | 1 | |
| 3150 | 1 | |
| 2947 | 1 | |
| 2833 | 1 | |
| 2760 | 1 | |
| 2749 | 1 | |
| 2233 | 1 |
제주
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 803.09524 |
| Minimum | 402 |
|---|---|
| Maximum | 1622 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 317.0 B |
Quantile statistics
| Minimum | 402 |
|---|---|
| 5-th percentile | 473 |
| Q1 | 606 |
| median | 662 |
| Q3 | 965 |
| 95-th percentile | 1287 |
| Maximum | 1622 |
| Range | 1220 |
| Interquartile range (IQR) | 359 |
Descriptive statistics
| Standard deviation | 318.05706 |
|---|---|
| Coefficient of variation (CV) | 0.39603903 |
| Kurtosis | 0.64609728 |
| Mean | 803.09524 |
| Median Absolute Deviation (MAD) | 180 |
| Skewness | 1.076183 |
| Sum | 16865 |
| Variance | 101160.29 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 630 | 2 | 9.5% |
| 481 | 1 | 4.8% |
| 1092 | 1 | 4.8% |
| 845 | 1 | 4.8% |
| 706 | 1 | 4.8% |
| 655 | 1 | 4.8% |
| 662 | 1 | 4.8% |
| 402 | 1 | 4.8% |
| 585 | 1 | 4.8% |
| 519 | 1 | 4.8% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 402 | 1 | |
| 473 | 1 | |
| 481 | 1 | |
| 519 | 1 | |
| 585 | 1 | |
| 606 | 1 | |
| 630 | 2 | |
| 633 | 1 | |
| 655 | 1 | |
| 662 | 1 |
| Value | Count | Frequency (%) |
| 1622 | 1 | |
| 1287 | 1 | |
| 1246 | 1 | |
| 1161 | 1 | |
| 1092 | 1 | |
| 965 | 1 | |
| 845 | 1 | |
| 842 | 1 | |
| 823 | 1 | |
| 706 | 1 |
| 연도 | 서울 | 부산 | 대구 | 인천 | 광주 | 대전 | 세종 | 울산 | 경기 | 강원 | 충북 | 충남 | 경북 | 경남 | 전북 | 전남 | 제주 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.805 | 0.733 | 0.714 | 0.511 | 0.616 | 0.763 | 0.884 | 0.358 | 0.601 | 0.752 | 0.804 | 0.810 | 0.818 | 0.553 | 0.807 | 0.782 | 0.717 |
| 서울 | 0.805 | 1.000 | 0.843 | 0.880 | 0.846 | 0.825 | 0.877 | 0.826 | 0.629 | 0.883 | 0.873 | 0.913 | 0.918 | 0.904 | 0.795 | 0.966 | 0.928 | 0.760 |
| 부산 | 0.733 | 0.843 | 1.000 | 0.923 | 0.796 | 0.839 | 0.912 | 0.885 | 0.794 | 0.915 | 0.940 | 0.913 | 0.907 | 0.899 | 0.878 | 0.893 | 0.933 | 0.893 |
| 대구 | 0.714 | 0.880 | 0.923 | 1.000 | 0.827 | 0.890 | 0.959 | 0.861 | 0.761 | 0.906 | 0.940 | 0.900 | 0.905 | 0.901 | 0.878 | 0.903 | 0.920 | 0.855 |
| 인천 | 0.511 | 0.846 | 0.796 | 0.827 | 1.000 | 0.838 | 0.811 | 0.680 | 0.808 | 0.954 | 0.812 | 0.815 | 0.842 | 0.810 | 0.814 | 0.867 | 0.828 | 0.740 |
| 광주 | 0.616 | 0.825 | 0.839 | 0.890 | 0.838 | 1.000 | 0.858 | 0.686 | 0.793 | 0.894 | 0.819 | 0.906 | 0.889 | 0.860 | 0.856 | 0.861 | 0.849 | 0.822 |
| 대전 | 0.763 | 0.877 | 0.912 | 0.959 | 0.811 | 0.858 | 1.000 | 0.904 | 0.708 | 0.865 | 0.926 | 0.876 | 0.889 | 0.901 | 0.828 | 0.915 | 0.943 | 0.889 |
| 세종 | 0.884 | 0.826 | 0.885 | 0.861 | 0.680 | 0.686 | 0.904 | 1.000 | 0.572 | 0.760 | 0.888 | 0.832 | 0.845 | 0.860 | 0.699 | 0.879 | 0.902 | 0.842 |
| 울산 | 0.358 | 0.629 | 0.794 | 0.761 | 0.808 | 0.793 | 0.708 | 0.572 | 1.000 | 0.863 | 0.801 | 0.761 | 0.710 | 0.677 | 0.741 | 0.711 | 0.707 | 0.778 |
| 경기 | 0.601 | 0.883 | 0.915 | 0.906 | 0.954 | 0.894 | 0.865 | 0.760 | 0.863 | 1.000 | 0.886 | 0.903 | 0.896 | 0.868 | 0.893 | 0.899 | 0.887 | 0.833 |
| 강원 | 0.752 | 0.873 | 0.940 | 0.940 | 0.812 | 0.819 | 0.926 | 0.888 | 0.801 | 0.886 | 1.000 | 0.901 | 0.920 | 0.896 | 0.826 | 0.923 | 0.944 | 0.885 |
| 충북 | 0.804 | 0.913 | 0.913 | 0.900 | 0.815 | 0.906 | 0.876 | 0.832 | 0.761 | 0.903 | 0.901 | 1.000 | 0.967 | 0.964 | 0.875 | 0.943 | 0.925 | 0.872 |
| 충남 | 0.810 | 0.918 | 0.907 | 0.905 | 0.842 | 0.889 | 0.889 | 0.845 | 0.710 | 0.896 | 0.920 | 0.967 | 1.000 | 0.969 | 0.882 | 0.956 | 0.930 | 0.864 |
| 경북 | 0.818 | 0.904 | 0.899 | 0.901 | 0.810 | 0.860 | 0.901 | 0.860 | 0.677 | 0.868 | 0.896 | 0.964 | 0.969 | 1.000 | 0.895 | 0.948 | 0.932 | 0.831 |
| 경남 | 0.553 | 0.795 | 0.878 | 0.878 | 0.814 | 0.856 | 0.828 | 0.699 | 0.741 | 0.893 | 0.826 | 0.875 | 0.882 | 0.895 | 1.000 | 0.838 | 0.843 | 0.785 |
| 전북 | 0.807 | 0.966 | 0.893 | 0.903 | 0.867 | 0.861 | 0.915 | 0.879 | 0.711 | 0.899 | 0.923 | 0.943 | 0.956 | 0.948 | 0.838 | 1.000 | 0.963 | 0.831 |
| 전남 | 0.782 | 0.928 | 0.933 | 0.920 | 0.828 | 0.849 | 0.943 | 0.902 | 0.707 | 0.887 | 0.944 | 0.925 | 0.930 | 0.932 | 0.843 | 0.963 | 1.000 | 0.861 |
| 제주 | 0.717 | 0.760 | 0.893 | 0.855 | 0.740 | 0.822 | 0.889 | 0.842 | 0.778 | 0.833 | 0.885 | 0.872 | 0.864 | 0.831 | 0.785 | 0.831 | 0.861 | 1.000 |
| 연도 | 서울 | 부산 | 대구 | 인천 | 광주 | 대전 | 세종 | 울산 | 경기 | 강원 | 충북 | 충남 | 경북 | 경남 | 전북 | 전남 | 제주 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.787 | 0.670 | 0.719 | 0.369 | 0.574 | 0.696 | 0.913 | 0.264 | 0.484 | 0.642 | 0.768 | 0.784 | 0.808 | 0.531 | 0.804 | 0.701 | 0.685 |
| 서울 | 0.787 | 1.000 | 0.732 | 0.877 | 0.684 | 0.722 | 0.784 | 0.743 | 0.468 | 0.791 | 0.725 | 0.871 | 0.805 | 0.842 | 0.703 | 0.943 | 0.848 | 0.746 |
| 부산 | 0.670 | 0.732 | 1.000 | 0.851 | 0.632 | 0.764 | 0.804 | 0.784 | 0.698 | 0.814 | 0.795 | 0.839 | 0.760 | 0.801 | 0.778 | 0.801 | 0.762 | 0.739 |
| 대구 | 0.719 | 0.877 | 0.851 | 1.000 | 0.760 | 0.848 | 0.929 | 0.798 | 0.685 | 0.866 | 0.910 | 0.932 | 0.856 | 0.883 | 0.862 | 0.938 | 0.865 | 0.873 |
| 인천 | 0.369 | 0.684 | 0.632 | 0.760 | 1.000 | 0.801 | 0.745 | 0.473 | 0.755 | 0.913 | 0.713 | 0.736 | 0.644 | 0.670 | 0.710 | 0.682 | 0.721 | 0.657 |
| 광주 | 0.574 | 0.722 | 0.764 | 0.848 | 0.801 | 1.000 | 0.792 | 0.628 | 0.699 | 0.812 | 0.752 | 0.852 | 0.758 | 0.792 | 0.734 | 0.814 | 0.751 | 0.741 |
| 대전 | 0.696 | 0.784 | 0.804 | 0.929 | 0.745 | 0.792 | 1.000 | 0.805 | 0.722 | 0.800 | 0.912 | 0.874 | 0.806 | 0.870 | 0.787 | 0.852 | 0.927 | 0.831 |
| 세종 | 0.913 | 0.743 | 0.784 | 0.798 | 0.473 | 0.628 | 0.805 | 1.000 | 0.411 | 0.600 | 0.757 | 0.809 | 0.819 | 0.794 | 0.628 | 0.807 | 0.784 | 0.769 |
| 울산 | 0.264 | 0.468 | 0.698 | 0.685 | 0.755 | 0.699 | 0.722 | 0.411 | 1.000 | 0.789 | 0.797 | 0.654 | 0.549 | 0.548 | 0.680 | 0.555 | 0.610 | 0.681 |
| 경기 | 0.484 | 0.791 | 0.814 | 0.866 | 0.913 | 0.812 | 0.800 | 0.600 | 0.789 | 1.000 | 0.790 | 0.866 | 0.710 | 0.738 | 0.810 | 0.790 | 0.774 | 0.761 |
| 강원 | 0.642 | 0.725 | 0.795 | 0.910 | 0.713 | 0.752 | 0.912 | 0.757 | 0.797 | 0.790 | 1.000 | 0.844 | 0.857 | 0.792 | 0.799 | 0.832 | 0.835 | 0.910 |
| 충북 | 0.768 | 0.871 | 0.839 | 0.932 | 0.736 | 0.852 | 0.874 | 0.809 | 0.654 | 0.866 | 0.844 | 1.000 | 0.894 | 0.913 | 0.845 | 0.934 | 0.869 | 0.878 |
| 충남 | 0.784 | 0.805 | 0.760 | 0.856 | 0.644 | 0.758 | 0.806 | 0.819 | 0.549 | 0.710 | 0.857 | 0.894 | 1.000 | 0.903 | 0.800 | 0.917 | 0.861 | 0.898 |
| 경북 | 0.808 | 0.842 | 0.801 | 0.883 | 0.670 | 0.792 | 0.870 | 0.794 | 0.548 | 0.738 | 0.792 | 0.913 | 0.903 | 1.000 | 0.856 | 0.926 | 0.870 | 0.798 |
| 경남 | 0.531 | 0.703 | 0.778 | 0.862 | 0.710 | 0.734 | 0.787 | 0.628 | 0.680 | 0.810 | 0.799 | 0.845 | 0.800 | 0.856 | 1.000 | 0.816 | 0.735 | 0.837 |
| 전북 | 0.804 | 0.943 | 0.801 | 0.938 | 0.682 | 0.814 | 0.852 | 0.807 | 0.555 | 0.790 | 0.832 | 0.934 | 0.917 | 0.926 | 0.816 | 1.000 | 0.886 | 0.846 |
| 전남 | 0.701 | 0.848 | 0.762 | 0.865 | 0.721 | 0.751 | 0.927 | 0.784 | 0.610 | 0.774 | 0.835 | 0.869 | 0.861 | 0.870 | 0.735 | 0.886 | 1.000 | 0.796 |
| 제주 | 0.685 | 0.746 | 0.739 | 0.873 | 0.657 | 0.741 | 0.831 | 0.769 | 0.681 | 0.761 | 0.910 | 0.878 | 0.898 | 0.798 | 0.837 | 0.846 | 0.796 | 1.000 |
| 연도 | 서울 | 부산 | 대구 | 인천 | 광주 | 대전 | 세종 | 울산 | 경기 | 강원 | 충북 | 충남 | 경북 | 경남 | 전북 | 전남 | 제주 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.629 | 0.505 | 0.505 | 0.229 | 0.410 | 0.495 | 0.804 | 0.167 | 0.324 | 0.410 | 0.610 | 0.610 | 0.667 | 0.390 | 0.638 | 0.533 | 0.473 |
| 서울 | 0.629 | 1.000 | 0.571 | 0.724 | 0.505 | 0.571 | 0.638 | 0.604 | 0.329 | 0.619 | 0.571 | 0.733 | 0.657 | 0.733 | 0.552 | 0.838 | 0.695 | 0.558 |
| 부산 | 0.505 | 0.571 | 1.000 | 0.695 | 0.457 | 0.619 | 0.648 | 0.637 | 0.501 | 0.667 | 0.638 | 0.648 | 0.571 | 0.590 | 0.600 | 0.638 | 0.571 | 0.539 |
| 대구 | 0.505 | 0.724 | 0.695 | 1.000 | 0.571 | 0.714 | 0.800 | 0.649 | 0.520 | 0.724 | 0.790 | 0.762 | 0.648 | 0.724 | 0.676 | 0.790 | 0.686 | 0.692 |
| 인천 | 0.229 | 0.505 | 0.457 | 0.571 | 1.000 | 0.648 | 0.543 | 0.360 | 0.558 | 0.752 | 0.514 | 0.562 | 0.486 | 0.505 | 0.533 | 0.495 | 0.543 | 0.482 |
| 광주 | 0.410 | 0.571 | 0.619 | 0.714 | 0.648 | 1.000 | 0.629 | 0.504 | 0.482 | 0.667 | 0.581 | 0.686 | 0.571 | 0.648 | 0.562 | 0.657 | 0.571 | 0.558 |
| 대전 | 0.495 | 0.638 | 0.648 | 0.800 | 0.543 | 0.629 | 1.000 | 0.660 | 0.549 | 0.600 | 0.800 | 0.695 | 0.638 | 0.695 | 0.590 | 0.686 | 0.790 | 0.673 |
| 세종 | 0.804 | 0.604 | 0.637 | 0.649 | 0.360 | 0.504 | 0.660 | 1.000 | 0.294 | 0.460 | 0.582 | 0.649 | 0.671 | 0.649 | 0.538 | 0.637 | 0.626 | 0.606 |
| 울산 | 0.167 | 0.329 | 0.501 | 0.520 | 0.558 | 0.482 | 0.549 | 0.294 | 1.000 | 0.616 | 0.635 | 0.501 | 0.425 | 0.387 | 0.482 | 0.396 | 0.463 | 0.555 |
| 경기 | 0.324 | 0.619 | 0.667 | 0.724 | 0.752 | 0.667 | 0.600 | 0.460 | 0.616 | 1.000 | 0.590 | 0.695 | 0.543 | 0.619 | 0.590 | 0.610 | 0.600 | 0.587 |
| 강원 | 0.410 | 0.571 | 0.638 | 0.790 | 0.514 | 0.581 | 0.800 | 0.582 | 0.635 | 0.590 | 1.000 | 0.667 | 0.705 | 0.610 | 0.619 | 0.676 | 0.686 | 0.749 |
| 충북 | 0.610 | 0.733 | 0.648 | 0.762 | 0.562 | 0.686 | 0.695 | 0.649 | 0.501 | 0.695 | 0.667 | 1.000 | 0.771 | 0.790 | 0.667 | 0.800 | 0.752 | 0.721 |
| 충남 | 0.610 | 0.657 | 0.571 | 0.648 | 0.486 | 0.571 | 0.638 | 0.671 | 0.425 | 0.543 | 0.705 | 0.771 | 1.000 | 0.771 | 0.629 | 0.800 | 0.752 | 0.768 |
| 경북 | 0.667 | 0.733 | 0.590 | 0.724 | 0.505 | 0.648 | 0.695 | 0.649 | 0.387 | 0.619 | 0.610 | 0.790 | 0.771 | 1.000 | 0.667 | 0.800 | 0.733 | 0.597 |
| 경남 | 0.390 | 0.552 | 0.600 | 0.676 | 0.533 | 0.562 | 0.590 | 0.538 | 0.482 | 0.590 | 0.619 | 0.667 | 0.629 | 0.667 | 1.000 | 0.657 | 0.552 | 0.644 |
| 전북 | 0.638 | 0.838 | 0.638 | 0.790 | 0.495 | 0.657 | 0.686 | 0.637 | 0.396 | 0.610 | 0.676 | 0.800 | 0.800 | 0.800 | 0.657 | 1.000 | 0.781 | 0.683 |
| 전남 | 0.533 | 0.695 | 0.571 | 0.686 | 0.543 | 0.571 | 0.790 | 0.626 | 0.463 | 0.600 | 0.686 | 0.752 | 0.752 | 0.733 | 0.552 | 0.781 | 1.000 | 0.635 |
| 제주 | 0.473 | 0.558 | 0.539 | 0.692 | 0.482 | 0.558 | 0.673 | 0.606 | 0.555 | 0.587 | 0.749 | 0.721 | 0.768 | 0.597 | 0.644 | 0.683 | 0.635 | 1.000 |
| 연도 | 서울 | 부산 | 대구 | 인천 | 광주 | 대전 | 세종 | 울산 | 경기 | 강원 | 충북 | 충남 | 경북 | 경남 | 전북 | 전남 | 제주 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.000 | 0.798 | 0.388 | 0.554 | 0.574 | 0.798 | 0.822 | 0.499 | 0.451 | 0.110 | 0.642 | 0.795 | 0.833 | 0.595 | 0.704 | 0.776 | 0.584 |
| 서울 | 0.000 | 1.000 | 0.633 | 0.844 | 0.486 | 0.104 | 0.730 | 0.000 | 0.639 | 0.565 | 0.387 | 0.000 | 0.845 | 0.550 | 0.812 | 0.795 | 0.796 | 0.789 |
| 부산 | 0.798 | 0.633 | 1.000 | 0.686 | 0.651 | 0.669 | 0.608 | 0.672 | 0.667 | 0.778 | 0.819 | 0.744 | 0.871 | 0.822 | 0.499 | 0.884 | 0.690 | 0.721 |
| 대구 | 0.388 | 0.844 | 0.686 | 1.000 | 0.687 | 0.511 | 0.592 | 0.404 | 0.611 | 0.622 | 0.669 | 0.546 | 0.708 | 0.790 | 0.652 | 0.917 | 0.531 | 0.511 |
| 인천 | 0.554 | 0.486 | 0.651 | 0.687 | 1.000 | 0.597 | 0.776 | 0.426 | 0.770 | 0.820 | 0.286 | 0.533 | 0.597 | 0.000 | 0.826 | 0.886 | 0.517 | 0.597 |
| 광주 | 0.574 | 0.104 | 0.669 | 0.511 | 0.597 | 1.000 | 0.363 | 0.661 | 0.828 | 0.792 | 0.744 | 0.722 | 0.473 | 0.731 | 0.589 | 0.589 | 0.920 | 0.528 |
| 대전 | 0.798 | 0.730 | 0.608 | 0.592 | 0.776 | 0.363 | 1.000 | 0.782 | 0.673 | 0.714 | 0.725 | 0.843 | 0.686 | 0.645 | 0.891 | 0.828 | 0.801 | 0.778 |
| 세종 | 0.822 | 0.000 | 0.672 | 0.404 | 0.426 | 0.661 | 0.782 | 1.000 | 0.186 | 0.134 | 0.790 | 0.856 | 0.608 | 0.872 | 0.876 | 0.728 | 0.932 | 0.780 |
| 울산 | 0.499 | 0.639 | 0.667 | 0.611 | 0.770 | 0.828 | 0.673 | 0.186 | 1.000 | 0.868 | 0.518 | 0.564 | 0.656 | 0.679 | 0.771 | 0.506 | 0.000 | 0.451 |
| 경기 | 0.451 | 0.565 | 0.778 | 0.622 | 0.820 | 0.792 | 0.714 | 0.134 | 0.868 | 1.000 | 0.811 | 0.795 | 0.301 | 0.000 | 0.507 | 0.804 | 0.434 | 0.810 |
| 강원 | 0.110 | 0.387 | 0.819 | 0.669 | 0.286 | 0.744 | 0.725 | 0.790 | 0.518 | 0.811 | 1.000 | 0.898 | 0.658 | 0.758 | 0.297 | 0.877 | 0.862 | 0.963 |
| 충북 | 0.642 | 0.000 | 0.744 | 0.546 | 0.533 | 0.722 | 0.843 | 0.856 | 0.564 | 0.795 | 0.898 | 1.000 | 0.692 | 0.824 | 0.532 | 0.845 | 0.968 | 0.929 |
| 충남 | 0.795 | 0.845 | 0.871 | 0.708 | 0.597 | 0.473 | 0.686 | 0.608 | 0.656 | 0.301 | 0.658 | 0.692 | 1.000 | 0.837 | 0.675 | 0.915 | 0.728 | 0.864 |
| 경북 | 0.833 | 0.550 | 0.822 | 0.790 | 0.000 | 0.731 | 0.645 | 0.872 | 0.679 | 0.000 | 0.758 | 0.824 | 0.837 | 1.000 | 0.637 | 0.915 | 0.836 | 0.623 |
| 경남 | 0.595 | 0.812 | 0.499 | 0.652 | 0.826 | 0.589 | 0.891 | 0.876 | 0.771 | 0.507 | 0.297 | 0.532 | 0.675 | 0.637 | 1.000 | 0.725 | 0.613 | 0.414 |
| 전북 | 0.704 | 0.795 | 0.884 | 0.917 | 0.886 | 0.589 | 0.828 | 0.728 | 0.506 | 0.804 | 0.877 | 0.845 | 0.915 | 0.915 | 0.725 | 1.000 | 0.857 | 0.870 |
| 전남 | 0.776 | 0.796 | 0.690 | 0.531 | 0.517 | 0.920 | 0.801 | 0.932 | 0.000 | 0.434 | 0.862 | 0.968 | 0.728 | 0.836 | 0.613 | 0.857 | 1.000 | 0.847 |
| 제주 | 0.584 | 0.789 | 0.721 | 0.511 | 0.597 | 0.528 | 0.778 | 0.780 | 0.451 | 0.810 | 0.963 | 0.929 | 0.864 | 0.623 | 0.414 | 0.870 | 0.847 | 1.000 |
| 연도 | 서울 | 부산 | 대구 | 인천 | 광주 | 대전 | 세종 | 울산 | 경기 | 강원 | 충북 | 충남 | 경북 | 경남 | 전북 | 전남 | 제주 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.787 | 0.670 | 0.719 | 0.369 | 0.574 | 0.696 | 0.913 | 0.264 | 0.484 | 0.642 | 0.768 | 0.784 | 0.808 | 0.531 | 0.804 | 0.701 | 0.685 |
| 서울 | 0.787 | 1.000 | 0.732 | 0.877 | 0.684 | 0.722 | 0.784 | 0.743 | 0.468 | 0.791 | 0.725 | 0.871 | 0.805 | 0.842 | 0.703 | 0.943 | 0.848 | 0.746 |
| 부산 | 0.670 | 0.732 | 1.000 | 0.851 | 0.632 | 0.764 | 0.804 | 0.784 | 0.698 | 0.814 | 0.795 | 0.839 | 0.760 | 0.801 | 0.778 | 0.801 | 0.762 | 0.739 |
| 대구 | 0.719 | 0.877 | 0.851 | 1.000 | 0.760 | 0.848 | 0.929 | 0.798 | 0.685 | 0.866 | 0.910 | 0.932 | 0.856 | 0.883 | 0.862 | 0.938 | 0.865 | 0.873 |
| 인천 | 0.369 | 0.684 | 0.632 | 0.760 | 1.000 | 0.801 | 0.745 | 0.473 | 0.755 | 0.913 | 0.713 | 0.736 | 0.644 | 0.670 | 0.710 | 0.682 | 0.721 | 0.657 |
| 광주 | 0.574 | 0.722 | 0.764 | 0.848 | 0.801 | 1.000 | 0.792 | 0.628 | 0.699 | 0.812 | 0.752 | 0.852 | 0.758 | 0.792 | 0.734 | 0.814 | 0.751 | 0.741 |
| 대전 | 0.696 | 0.784 | 0.804 | 0.929 | 0.745 | 0.792 | 1.000 | 0.805 | 0.722 | 0.800 | 0.912 | 0.874 | 0.806 | 0.870 | 0.787 | 0.852 | 0.927 | 0.831 |
| 세종 | 0.913 | 0.743 | 0.784 | 0.798 | 0.473 | 0.628 | 0.805 | 1.000 | 0.411 | 0.600 | 0.757 | 0.809 | 0.819 | 0.794 | 0.628 | 0.807 | 0.784 | 0.769 |
| 울산 | 0.264 | 0.468 | 0.698 | 0.685 | 0.755 | 0.699 | 0.722 | 0.411 | 1.000 | 0.789 | 0.797 | 0.654 | 0.549 | 0.548 | 0.680 | 0.555 | 0.610 | 0.681 |
| 경기 | 0.484 | 0.791 | 0.814 | 0.866 | 0.913 | 0.812 | 0.800 | 0.600 | 0.789 | 1.000 | 0.790 | 0.866 | 0.710 | 0.738 | 0.810 | 0.790 | 0.774 | 0.761 |
| 강원 | 0.642 | 0.725 | 0.795 | 0.910 | 0.713 | 0.752 | 0.912 | 0.757 | 0.797 | 0.790 | 1.000 | 0.844 | 0.857 | 0.792 | 0.799 | 0.832 | 0.835 | 0.910 |
| 충북 | 0.768 | 0.871 | 0.839 | 0.932 | 0.736 | 0.852 | 0.874 | 0.809 | 0.654 | 0.866 | 0.844 | 1.000 | 0.894 | 0.913 | 0.845 | 0.934 | 0.869 | 0.878 |
| 충남 | 0.784 | 0.805 | 0.760 | 0.856 | 0.644 | 0.758 | 0.806 | 0.819 | 0.549 | 0.710 | 0.857 | 0.894 | 1.000 | 0.903 | 0.800 | 0.917 | 0.861 | 0.898 |
| 경북 | 0.808 | 0.842 | 0.801 | 0.883 | 0.670 | 0.792 | 0.870 | 0.794 | 0.548 | 0.738 | 0.792 | 0.913 | 0.903 | 1.000 | 0.856 | 0.926 | 0.870 | 0.798 |
| 경남 | 0.531 | 0.703 | 0.778 | 0.862 | 0.710 | 0.734 | 0.787 | 0.628 | 0.680 | 0.810 | 0.799 | 0.845 | 0.800 | 0.856 | 1.000 | 0.816 | 0.735 | 0.837 |
| 전북 | 0.804 | 0.943 | 0.801 | 0.938 | 0.682 | 0.814 | 0.852 | 0.807 | 0.555 | 0.790 | 0.832 | 0.934 | 0.917 | 0.926 | 0.816 | 1.000 | 0.886 | 0.846 |
| 전남 | 0.701 | 0.848 | 0.762 | 0.865 | 0.721 | 0.751 | 0.927 | 0.784 | 0.610 | 0.774 | 0.835 | 0.869 | 0.861 | 0.870 | 0.735 | 0.886 | 1.000 | 0.796 |
| 제주 | 0.685 | 0.746 | 0.739 | 0.873 | 0.657 | 0.741 | 0.831 | 0.769 | 0.681 | 0.761 | 0.910 | 0.878 | 0.898 | 0.798 | 0.837 | 0.846 | 0.796 | 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.
| 연도 | 서울 | 부산 | 대구 | 인천 | 광주 | 대전 | 세종 | 울산 | 경기 | 강원 | 충북 | 충남 | 경북 | 경남 | 전북 | 전남 | 제주 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2001 | 6477 | 1528 | 1209 | 1635 | 795 | 1307 | 0 | 677 | 6625 | 1758 | 910 | 877 | 983 | 1574 | 1363 | 2183 | 473 |
| 1 | 2002 | 4410 | 2099 | 1082 | 1841 | 591 | 730 | 0 | 692 | 8397 | 1544 | 1104 | 1309 | 1485 | 2497 | 1097 | 1522 | 481 |
| 2 | 2003 | 7351 | 2071 | 1839 | 2491 | 1446 | 1372 | 0 | 1166 | 10217 | 1891 | 1683 | 1646 | 1887 | 2322 | 1625 | 1809 | 630 |
| 3 | 2004 | 9362 | 3007 | 2123 | 2430 | 1788 | 1732 | 0 | 969 | 11462 | 2183 | 2165 | 2554 | 2963 | 4340 | 1871 | 2833 | 845 |
| 4 | 2005 | 5138 | 1383 | 1276 | 1643 | 960 | 1000 | 0 | 658 | 6451 | 1880 | 1353 | 2001 | 1871 | 2273 | 1427 | 1652 | 706 |
| 5 | 2006 | 7249 | 1643 | 1807 | 2044 | 1339 | 1640 | 0 | 713 | 8113 | 1867 | 1482 | 1805 | 2457 | 3055 | 1697 | 2009 | 655 |
| 6 | 2007 | 8937 | 1576 | 1449 | 2629 | 1095 | 1409 | 0 | 713 | 9064 | 1804 | 1628 | 1988 | 2490 | 2576 | 1741 | 2233 | 630 |
| 7 | 2008 | 11248 | 1617 | 1599 | 2268 | 1094 | 1228 | 0 | 580 | 9504 | 1769 | 1623 | 1859 | 1905 | 2405 | 1763 | 2153 | 662 |
| 8 | 2009 | 9656 | 1728 | 1443 | 1911 | 1254 | 1183 | 0 | 402 | 8092 | 1473 | 1435 | 1906 | 2049 | 2231 | 1786 | 2018 | 402 |
| 9 | 2010 | 7512 | 1889 | 1412 | 1469 | 973 | 1205 | 0 | 694 | 7382 | 1797 | 1431 | 1770 | 1946 | 2262 | 1448 | 1744 | 585 |
| 연도 | 서울 | 부산 | 대구 | 인천 | 광주 | 대전 | 세종 | 울산 | 경기 | 강원 | 충북 | 충남 | 경북 | 경남 | 전북 | 전남 | 제주 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11 | 2012 | 9249 | 1714 | 1456 | 1605 | 1157 | 1192 | 118 | 574 | 7536 | 1663 | 1757 | 1964 | 2042 | 2580 | 1769 | 1935 | 633 |
| 12 | 2013 | 7145 | 1783 | 1321 | 1872 | 1166 | 1247 | 268 | 524 | 7515 | 1681 | 1542 | 1920 | 2021 | 1685 | 1399 | 2031 | 606 |
| 13 | 2014 | 9671 | 2887 | 2026 | 2043 | 1578 | 1896 | 790 | 999 | 10210 | 2462 | 2302 | 2556 | 2846 | 2866 | 2149 | 2947 | 1246 |
| 14 | 2015 | 10591 | 3072 | 2247 | 1924 | 1328 | 2070 | 944 | 744 | 9035 | 2822 | 1967 | 2585 | 2955 | 2952 | 2239 | 3150 | 965 |
| 15 | 2016 | 11122 | 2812 | 2179 | 1914 | 1089 | 2018 | 1172 | 670 | 9355 | 2445 | 2055 | 2325 | 3178 | 3098 | 2091 | 2760 | 842 |
| 16 | 2017 | 9415 | 2527 | 2124 | 1789 | 1243 | 1871 | 1343 | 578 | 8705 | 2328 | 1789 | 2154 | 2592 | 2720 | 1967 | 2749 | 823 |
| 17 | 2018 | 14972 | 4239 | 2951 | 3694 | 2038 | 2981 | 1644 | 1334 | 15393 | 3547 | 2604 | 3527 | 3674 | 4225 | 3024 | 3763 | 1622 |
| 18 | 2019 | 16702 | 3733 | 2842 | 3750 | 1886 | 2871 | 1751 | 955 | 14099 | 3096 | 2688 | 3738 | 4276 | 4289 | 3501 | 4160 | 1161 |
| 19 | 2020 | 14985 | 3711 | 2250 | 3156 | 1801 | 2233 | 1546 | 1172 | 13215 | 3074 | 2859 | 3442 | 4173 | 3928 | 3301 | 3963 | 1287 |
| 20 | 2021 | 17998 | 4015 | 2950 | 3583 | 1969 | 2525 | 1446 | 1301 | 15032 | 3920 | 3040 | 3970 | 4391 | 4273 | 3551 | 4211 | 1092 |