Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 200 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 10 |
| Duplicate rows (%) | 5.0% |
| Total size in memory | 29.8 KiB |
| Average record size in memory | 152.7 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 14 |
Dataset
| Description | Sample |
|---|---|
| Author | 오픈메이트 |
| URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=OPMCNSMPRELATFREE |
집계기준년도 has constant value "" | Constant |
| Dataset has 10 (5.0%) duplicate rows | Duplicates |
교통지출금액 is highly overall correlated with 통신지출금액 and 11 other fields | High correlation |
통신지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
오락문화지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
교육지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
음식숙박지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
기타상품서비스지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
비소비지출지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
집계영역코드 is highly overall correlated with 집계영역구분코드 | High correlation |
식료품음료수지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
주류담배지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
의류신발지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
주거비수도비광열비지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
가정용품가사서비스지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
보건지출금액 is highly overall correlated with 교통지출금액 and 11 other fields | High correlation |
집계영역구분코드 is highly overall correlated with 집계영역코드 | High correlation |
Reproduction
| Analysis started | 2023-12-10 06:47:48.585729 |
|---|---|
| Analysis finished | 2023-12-10 06:48:11.158478 |
| Duration | 22.57 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
집계영역구분코드
Categorical
HIGH CORRELATION
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 2 | |
|---|---|
| 3 | |
| 1 | |
| 6 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 1 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 79 | |
| 3 | 65 | |
| 1 | 54 | |
| 6 | 2 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 79 | |
| 3 | 65 | |
| 1 | 54 | |
| 6 | 2 | 1.0% |
집계기준년도
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 2021 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2021 |
|---|---|
| 2nd row | 2021 |
| 3rd row | 2021 |
| 4th row | 2021 |
| 5th row | 2021 |
Common Values
| Value | Count | Frequency (%) |
| 2021 | 200 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2021 | 200 |
교통지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89593614 |
| Minimum | 125170 |
|---|---|
| Maximum | 9.1427991 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 125170 |
|---|---|
| 5-th percentile | 249142.4 |
| Q1 | 1250058.5 |
| median | 4971152.5 |
| Q3 | 93031763 |
| 95-th percentile | 4.71502 × 108 |
| Maximum | 9.1427991 × 108 |
| Range | 9.1415474 × 108 |
| Interquartile range (IQR) | 91781704 |
Descriptive statistics
| Standard deviation | 1.6740579 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.8685014 |
| Kurtosis | 7.5734701 |
| Mean | 89593614 |
| Median Absolute Deviation (MAD) | 4776961.5 |
| Skewness | 2.6395823 |
| Sum | 1.7918723 × 1010 |
| Variance | 2.8024699 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 598682 | 4 | 2.0% |
| 125170 | 4 | 2.0% |
| 194191 | 3 | 1.5% |
| 92625800 | 3 | 1.5% |
| 625850 | 2 | 1.0% |
| 1627210 | 2 | 1.0% |
| 171052 | 2 | 1.0% |
| 3501855 | 2 | 1.0% |
| 185501940 | 2 | 1.0% |
| 339582 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 125170 | 4 | |
| 171052 | 2 | |
| 194191 | 3 | |
| 226388 | 1 | 0.5% |
| 250340 | 2 | |
| 273164 | 1 | 0.5% |
| 282985 | 1 | 0.5% |
| 339582 | 2 | |
| 342104 | 1 | 0.5% |
| 375510 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 914279908 | 1 | |
| 888941625 | 1 | |
| 828111570 | 1 | |
| 628479280 | 1 | |
| 607418955 | 1 | |
| 599680510 | 1 | |
| 532385425 | 1 | |
| 483309970 | 2 | |
| 478999950 | 1 | |
| 471107366 | 1 |
통신지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37921783 |
| Minimum | 40744 |
|---|---|
| Maximum | 4.463085 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 40744 |
|---|---|
| 5-th percentile | 100447.4 |
| Q1 | 519486 |
| median | 2391119.5 |
| Q3 | 39272900 |
| 95-th percentile | 2.0615026 × 108 |
| Maximum | 4.463085 × 108 |
| Range | 4.4626776 × 108 |
| Interquartile range (IQR) | 38753414 |
Descriptive statistics
| Standard deviation | 75904147 |
|---|---|
| Coefficient of variation (CV) | 2.0015975 |
| Kurtosis | 9.529702 |
| Mean | 37921783 |
| Median Absolute Deviation (MAD) | 2290165.5 |
| Skewness | 2.9668974 |
| Sum | 7.5843567 × 109 |
| Variance | 5.7614396 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 353339 | 4 | 2.0% |
| 40744 | 4 | 2.0% |
| 61746 | 3 | 1.5% |
| 30150560 | 3 | 1.5% |
| 203720 | 2 | 1.0% |
| 529672 | 2 | 1.0% |
| 100954 | 2 | 1.0% |
| 1376235 | 2 | 1.0% |
| 60382608 | 2 | 1.0% |
| 155280 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 40744 | 4 | |
| 61746 | 3 | |
| 81488 | 2 | |
| 90822 | 1 | 0.5% |
| 100954 | 2 | |
| 103520 | 1 | 0.5% |
| 122232 | 1 | 0.5% |
| 129400 | 1 | 0.5% |
| 136233 | 2 | |
| 155280 | 2 |
| Value | Count | Frequency (%) |
| 446308500 | 1 | |
| 415767720 | 1 | |
| 315538880 | 1 | |
| 304965180 | 1 | |
| 303981234 | 1 | |
| 301079960 | 1 | |
| 267293300 | 1 | |
| 242654120 | 2 | |
| 240490200 | 1 | |
| 204342900 | 1 |
오락문화지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47141294 |
| Minimum | 57577 |
|---|---|
| Maximum | 4.9220313 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 57577 |
|---|---|
| 5-th percentile | 122088 |
| Q1 | 716803.5 |
| median | 3695434.5 |
| Q3 | 59846466 |
| 95-th percentile | 2.2745933 × 108 |
| Maximum | 4.9220313 × 108 |
| Range | 4.9214555 × 108 |
| Interquartile range (IQR) | 59129662 |
Descriptive statistics
| Standard deviation | 84586905 |
|---|---|
| Coefficient of variation (CV) | 1.7943272 |
| Kurtosis | 7.618578 |
| Mean | 47141294 |
| Median Absolute Deviation (MAD) | 3469987 |
| Skewness | 2.5823871 |
| Sum | 9.4282589 × 109 |
| Variance | 7.1549445 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 427308 | 4 | 2.0% |
| 57577 | 4 | 2.0% |
| 86703 | 3 | 1.5% |
| 42606980 | 3 | 1.5% |
| 287885 | 2 | 1.0% |
| 748501 | 2 | 1.0% |
| 122088 | 2 | 1.0% |
| 3052266 | 2 | 1.0% |
| 85329114 | 2 | 1.0% |
| 288354 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 57577 | 4 | |
| 86703 | 3 | |
| 115154 | 2 | |
| 122088 | 2 | |
| 147058 | 1 | 0.5% |
| 172731 | 1 | 0.5% |
| 192236 | 1 | 0.5% |
| 220587 | 2 | |
| 230308 | 1 | 0.5% |
| 240295 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 492203126 | 1 | |
| 438885150 | 1 | |
| 408852348 | 1 | |
| 310290592 | 1 | |
| 299892762 | 1 | |
| 296072164 | 1 | |
| 262847470 | 1 | |
| 238618108 | 2 | |
| 236490180 | 1 | |
| 226984023 | 2 |
교육지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42711841 |
| Minimum | 5504 |
|---|---|
| Maximum | 3.5520458 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 5504 |
|---|---|
| 5-th percentile | 28842 |
| Q1 | 609426 |
| median | 2454665 |
| Q3 | 66526302 |
| 95-th percentile | 2.0714204 × 108 |
| Maximum | 3.5520458 × 108 |
| Range | 3.5519907 × 108 |
| Interquartile range (IQR) | 65916876 |
Descriptive statistics
| Standard deviation | 74572555 |
|---|---|
| Coefficient of variation (CV) | 1.7459457 |
| Kurtosis | 3.2350446 |
| Mean | 42711841 |
| Median Absolute Deviation (MAD) | 2390681 |
| Skewness | 1.9389722 |
| Sum | 8.5423682 × 109 |
| Variance | 5.5610659 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1218329 | 4 | 2.0% |
| 130534 | 4 | 2.0% |
| 28842 | 3 | 1.5% |
| 96595160 | 3 | 1.5% |
| 652670 | 2 | 1.0% |
| 1696942 | 2 | 1.0% |
| 348094 | 2 | 1.0% |
| 825741 | 2 | 1.0% |
| 193451388 | 2 | 1.0% |
| 8256 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 5504 | 1 | 0.5% |
| 6880 | 1 | 0.5% |
| 8256 | 2 | |
| 9632 | 1 | 0.5% |
| 11008 | 1 | 0.5% |
| 17888 | 1 | 0.5% |
| 19264 | 1 | 0.5% |
| 28842 | 3 | |
| 30272 | 2 | |
| 31648 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 355204575 | 1 | |
| 330898014 | 1 | |
| 317636994 | 1 | |
| 251128656 | 1 | |
| 242713341 | 1 | |
| 239662719 | 1 | |
| 239621202 | 1 | |
| 212731335 | 1 | |
| 210248776 | 1 | |
| 207638071 | 1 |
음식숙박지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90511345 |
| Minimum | 109531 |
|---|---|
| Maximum | 9.3722062 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 109531 |
|---|---|
| 5-th percentile | 245246 |
| Q1 | 1314372 |
| median | 5983616.5 |
| Q3 | 99125555 |
| 95-th percentile | 4.3290298 × 108 |
| Maximum | 9.3722062 × 108 |
| Range | 9.3711109 × 108 |
| Interquartile range (IQR) | 97811183 |
Descriptive statistics
| Standard deviation | 1.6995875 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.8777618 |
| Kurtosis | 7.9335945 |
| Mean | 90511345 |
| Median Absolute Deviation (MAD) | 5692937.5 |
| Skewness | 2.7021757 |
| Sum | 1.8102269 × 1010 |
| Variance | 2.8885976 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 858361 | 4 | 2.0% |
| 109531 | 4 | 2.0% |
| 165879 | 3 | 1.5% |
| 81052940 | 3 | 1.5% |
| 547655 | 2 | 1.0% |
| 1423903 | 2 | 1.0% |
| 245246 | 2 | 1.0% |
| 3611244 | 2 | 1.0% |
| 162324942 | 2 | 1.0% |
| 387432 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 109531 | 4 | |
| 165879 | 3 | |
| 219062 | 2 | |
| 245246 | 2 | |
| 258288 | 1 | 0.5% |
| 258498 | 1 | 0.5% |
| 322860 | 1 | 0.5% |
| 328593 | 1 | 0.5% |
| 387432 | 2 | |
| 387747 | 2 |
| Value | Count | Frequency (%) |
| 937220625 | 1 | |
| 873086850 | 1 | |
| 865192806 | 1 | |
| 662612400 | 1 | |
| 640408275 | 1 | |
| 632249550 | 1 | |
| 561299625 | 1 | |
| 509558850 | 2 | |
| 505014750 | 1 | |
| 429107625 | 1 |
기타상품서비스지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61834247 |
| Minimum | 66318 |
|---|---|
| Maximum | 6.017088 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 66318 |
|---|---|
| 5-th percentile | 138550 |
| Q1 | 881046 |
| median | 4738916 |
| Q3 | 72091512 |
| 95-th percentile | 3.1115531 × 108 |
| Maximum | 6.017088 × 108 |
| Range | 6.0164248 × 108 |
| Interquartile range (IQR) | 71210466 |
Descriptive statistics
| Standard deviation | 1.1258168 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.8207011 |
| Kurtosis | 7.1553884 |
| Mean | 61834247 |
| Median Absolute Deviation (MAD) | 4467263.5 |
| Skewness | 2.5581462 |
| Sum | 1.2366849 × 1010 |
| Variance | 1.2674636 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 484925 | 4 | 2.0% |
| 66318 | 4 | 2.0% |
| 127975 | 3 | 1.5% |
| 49075320 | 3 | 1.5% |
| 331590 | 2 | 1.0% |
| 862134 | 2 | 1.0% |
| 138550 | 2 | 1.0% |
| 1638546 | 2 | 1.0% |
| 98283276 | 2 | 1.0% |
| 433764 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 66318 | 4 | |
| 127975 | 3 | |
| 132636 | 2 | |
| 138550 | 2 | |
| 177470 | 1 | 0.5% |
| 198954 | 1 | 0.5% |
| 265272 | 1 | 0.5% |
| 266205 | 2 | |
| 277100 | 1 | 0.5% |
| 289176 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 601708800 | 1 | |
| 593992090 | 1 | |
| 560534016 | 1 | |
| 425406464 | 1 | |
| 411151104 | 1 | |
| 405913088 | 1 | |
| 360362240 | 1 | |
| 327143936 | 2 | |
| 324226560 | 1 | |
| 310467350 | 1 |
비소비지출지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2753833 × 108 |
| Minimum | 255066 |
|---|---|
| Maximum | 2.3486009 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 255066 |
|---|---|
| 5-th percentile | 581283 |
| Q1 | 3094389 |
| median | 15582560 |
| Q3 | 2.7978096 × 108 |
| 95-th percentile | 1.2660965 × 109 |
| Maximum | 2.3486009 × 109 |
| Range | 2.3483459 × 109 |
| Interquartile range (IQR) | 2.7668657 × 108 |
Descriptive statistics
| Standard deviation | 4.2304194 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.8592118 |
| Kurtosis | 7.3245822 |
| Mean | 2.2753833 × 108 |
| Median Absolute Deviation (MAD) | 14920454 |
| Skewness | 2.6282496 |
| Sum | 4.5507666 × 1010 |
| Variance | 1.7896449 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1940708 | 4 | 2.0% |
| 255066 | 4 | 2.0% |
| 581283 | 3 | 1.5% |
| 188748840 | 3 | 1.5% |
| 1275330 | 2 | 1.0% |
| 3315858 | 2 | 1.0% |
| 554488 | 2 | 1.0% |
| 7039221 | 2 | 1.0% |
| 378007812 | 2 | 1.0% |
| 1114392 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 255066 | 4 | |
| 510132 | 2 | |
| 554488 | 2 | |
| 555844 | 1 | 0.5% |
| 581283 | 3 | |
| 742928 | 1 | 0.5% |
| 765198 | 1 | 0.5% |
| 833766 | 2 | |
| 928660 | 1 | 0.5% |
| 1020264 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 2348600925 | 1 | |
| 2187886746 | 1 | |
| 1860409868 | 1 | |
| 1660454384 | 1 | |
| 1604812599 | 1 | |
| 1584367478 | 1 | |
| 1410192558 | 1 | |
| 1406572565 | 1 | |
| 1276914266 | 2 | |
| 1265527110 | 1 |
집계영역코드
Real number (ℝ)
HIGH CORRELATION
| Distinct | 158 |
|---|---|
| Distinct (%) | 79.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6293645 × 1011 |
| Minimum | 213 |
|---|---|
| Maximum | 1.1230801 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 213 |
|---|---|
| 5-th percentile | 15545.95 |
| Q1 | 282889.5 |
| median | 11500611 |
| Q3 | 1.1090743 × 1012 |
| 95-th percentile | 1.123068 × 1012 |
| Maximum | 1.1230801 × 1012 |
| Range | 1.1230801 × 1012 |
| Interquartile range (IQR) | 1.109074 × 1012 |
Descriptive statistics
| Standard deviation | 5.2435955 × 1011 |
|---|---|
| Coefficient of variation (CV) | 1.4447696 |
| Kurtosis | -1.4473292 |
| Mean | 3.6293645 × 1011 |
| Median Absolute Deviation (MAD) | 11280262 |
| Skewness | 0.75304312 |
| Sum | 7.2587291 × 1013 |
| Variance | 2.7495294 × 1023 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11305534 | 5 | 2.5% |
| 11680700 | 5 | 2.5% |
| 11500540 | 4 | 2.0% |
| 11500530 | 3 | 1.5% |
| 11305645 | 3 | 1.5% |
| 11305615 | 3 | 1.5% |
| 11305660 | 3 | 1.5% |
| 11500611 | 3 | 1.5% |
| 11500615 | 3 | 1.5% |
| 11680655 | 2 | 1.0% |
| Other values (148) | 166 |
| Value | Count | Frequency (%) |
| 213 | 1 | |
| 1708 | 1 | |
| 4281 | 1 | |
| 4775 | 1 | |
| 13608 | 1 | |
| 14897 | 1 | |
| 15032 | 1 | |
| 15168 | 1 | |
| 15172 | 1 | |
| 15279 | 1 |
| Value | Count | Frequency (%) |
| 1123080060002 | 1 | |
| 1123080020012 | 1 | |
| 1123077050003 | 1 | |
| 1123077050001 | 1 | |
| 1123077020002 | 1 | |
| 1123076020001 | 1 | |
| 1123075010002 | 1 | |
| 1123072010011 | 1 | |
| 1123071030015 | 1 | |
| 1123068020003 | 1 |
가구생애주기명
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 초등자녀가구 | |
|---|---|
| 중고등 자녀가구 | |
| 신혼 및 영유아 자녀가구 | |
| 노인부부가구 | |
| 성인자녀 및 부모부양가구 | |
| Other values (2) |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 8.365 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 중고등 자녀가구 |
|---|---|
| 2nd row | 노인부부가구 |
| 3rd row | 중고등 자녀가구 |
| 4th row | 중고등 자녀가구 |
| 5th row | 노인부부가구 |
Common Values
| Value | Count | Frequency (%) |
| 초등자녀가구 | 39 | |
| 중고등 자녀가구 | 36 | |
| 신혼 및 영유아 자녀가구 | 34 | |
| 노인부부가구 | 33 | |
| 성인자녀 및 부모부양가구 | 31 | |
| 일반가구 | 23 | |
| 1인가구 | 4 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 자녀가구 | 70 | |
| 및 | 65 | |
| 초등자녀가구 | 39 | |
| 중고등 | 36 | |
| 신혼 | 34 | |
| 영유아 | 34 | |
| 노인부부가구 | 33 | |
| 성인자녀 | 31 | |
| 부모부양가구 | 31 | |
| 일반가구 | 23 | 5.8% |
식료품음료수지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0284772 × 108 |
| Minimum | 116722 |
|---|---|
| Maximum | 1.0430714 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 116722 |
|---|---|
| 5-th percentile | 233423 |
| Q1 | 1508175.5 |
| median | 8122737 |
| Q3 | 1.2367749 × 108 |
| 95-th percentile | 4.8179555 × 108 |
| Maximum | 1.0430714 × 109 |
| Range | 1.0429547 × 109 |
| Interquartile range (IQR) | 1.2216931 × 108 |
Descriptive statistics
| Standard deviation | 1.8582098 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.8067583 |
| Kurtosis | 7.043938 |
| Mean | 1.0284772 × 108 |
| Median Absolute Deviation (MAD) | 7564578.5 |
| Skewness | 2.5401854 |
| Sum | 2.0569544 × 1010 |
| Variance | 3.4529436 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 815584 | 4 | 2.0% |
| 116722 | 4 | 2.0% |
| 194609 | 3 | 1.5% |
| 86374280 | 3 | 1.5% |
| 583610 | 2 | 1.0% |
| 1517386 | 2 | 1.0% |
| 233024 | 2 | 1.0% |
| 2595831 | 2 | 1.0% |
| 172982004 | 2 | 1.0% |
| 1049418 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 116722 | 4 | |
| 194609 | 3 | |
| 227776 | 1 | 0.5% |
| 233024 | 2 | |
| 233444 | 2 | |
| 341664 | 2 | |
| 350166 | 1 | 0.5% |
| 466048 | 1 | 0.5% |
| 466888 | 1 | 0.5% |
| 569440 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 1043071425 | 1 | |
| 971694306 | 1 | |
| 762366272 | 1 | |
| 737448624 | 1 | |
| 712736739 | 1 | |
| 703656558 | 1 | |
| 624693465 | 1 | |
| 567109026 | 2 | |
| 562051710 | 1 | |
| 477571545 | 1 |
주류담배지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9135534.1 |
| Minimum | 11479 |
|---|---|
| Maximum | 86479786 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 11479 |
|---|---|
| 5-th percentile | 22958 |
| Q1 | 128718 |
| median | 668493 |
| Q3 | 10401062 |
| 95-th percentile | 46407409 |
| Maximum | 86479786 |
| Range | 86468307 |
| Interquartile range (IQR) | 10272344 |
Descriptive statistics
| Standard deviation | 16414004 |
|---|---|
| Coefficient of variation (CV) | 1.7967208 |
| Kurtosis | 6.7335266 |
| Mean | 9135534.1 |
| Median Absolute Deviation (MAD) | 630928.5 |
| Skewness | 2.5016015 |
| Sum | 1.8271068 × 109 |
| Variance | 2.6941954 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 62097 | 4 | 2.0% |
| 11479 | 4 | 2.0% |
| 22746 | 3 | 1.5% |
| 8494460 | 3 | 1.5% |
| 57395 | 2 | 1.0% |
| 149227 | 2 | 1.0% |
| 17742 | 2 | 1.0% |
| 478275 | 2 | 1.0% |
| 17011878 | 2 | 1.0% |
| 54558 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 11479 | 4 | |
| 17742 | 2 | |
| 22746 | 3 | |
| 22958 | 2 | |
| 25838 | 1 | 0.5% |
| 34437 | 1 | 0.5% |
| 35484 | 1 | 0.5% |
| 36372 | 1 | 0.5% |
| 38757 | 2 | |
| 45465 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 86479786 | 1 | |
| 86085450 | 1 | |
| 80194644 | 1 | |
| 60862176 | 1 | |
| 58822686 | 1 | |
| 58073292 | 1 | |
| 55181796 | 1 | |
| 51556410 | 1 | |
| 46803924 | 2 | |
| 46386540 | 1 |
의류신발지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41969299 |
| Minimum | 49625 |
|---|---|
| Maximum | 4.342206 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 49625 |
|---|---|
| 5-th percentile | 111928.4 |
| Q1 | 595500 |
| median | 3139534 |
| Q3 | 45964999 |
| 95-th percentile | 2.0056685 × 108 |
| Maximum | 4.342206 × 108 |
| Range | 4.3417098 × 108 |
| Interquartile range (IQR) | 45369499 |
Descriptive statistics
| Standard deviation | 78648612 |
|---|---|
| Coefficient of variation (CV) | 1.8739558 |
| Kurtosis | 7.9281262 |
| Mean | 41969299 |
| Median Absolute Deviation (MAD) | 2981828.5 |
| Skewness | 2.7030801 |
| Sum | 8.3938599 × 109 |
| Variance | 6.1856041 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 391916 | 4 | 2.0% |
| 49625 | 4 | 2.0% |
| 78522 | 3 | 1.5% |
| 36722500 | 3 | 1.5% |
| 248125 | 2 | 1.0% |
| 645125 | 2 | 1.0% |
| 111976 | 2 | 1.0% |
| 4313190 | 2 | 1.0% |
| 73544250 | 2 | 1.0% |
| 166536 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 49625 | 4 | |
| 78522 | 3 | |
| 99250 | 2 | |
| 111024 | 1 | 0.5% |
| 111976 | 2 | |
| 119076 | 1 | 0.5% |
| 138780 | 1 | 0.5% |
| 148875 | 1 | 0.5% |
| 166536 | 2 | |
| 178614 | 2 |
| Value | Count | Frequency (%) |
| 434220600 | 1 | |
| 404506992 | 1 | |
| 398547372 | 1 | |
| 306992768 | 1 | |
| 296705448 | 1 | |
| 292925456 | 1 | |
| 260053880 | 1 | |
| 236082032 | 2 | |
| 233976720 | 1 | |
| 198808440 | 1 |
주거비수도비광열비지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68376290 |
| Minimum | 90856 |
|---|---|
| Maximum | 6.569937 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 90856 |
|---|---|
| 5-th percentile | 181407.4 |
| Q1 | 1128715.5 |
| median | 4949973 |
| Q3 | 88019580 |
| 95-th percentile | 3.2789961 × 108 |
| Maximum | 6.569937 × 108 |
| Range | 6.5690284 × 108 |
| Interquartile range (IQR) | 86890864 |
Descriptive statistics
| Standard deviation | 1.2055919 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.7631724 |
| Kurtosis | 6.807001 |
| Mean | 68376290 |
| Median Absolute Deviation (MAD) | 4686543 |
| Skewness | 2.4887238 |
| Sum | 1.3675258 × 1010 |
| Variance | 1.4534518 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 580440 | 4 | 2.0% |
| 90856 | 4 | 2.0% |
| 134594 | 3 | 1.5% |
| 67233440 | 3 | 1.5% |
| 454280 | 2 | 1.0% |
| 1181128 | 2 | 1.0% |
| 165840 | 2 | 1.0% |
| 3014214 | 2 | 1.0% |
| 134648592 | 2 | 1.0% |
| 547194 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 90856 | 4 | |
| 134594 | 3 | |
| 165840 | 2 | |
| 175620 | 1 | 0.5% |
| 181712 | 2 | |
| 263430 | 2 | |
| 272568 | 1 | 0.5% |
| 331680 | 1 | 0.5% |
| 363424 | 1 | 0.5% |
| 364796 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 656993700 | 1 | |
| 612035784 | 1 | |
| 587800140 | 1 | |
| 464492736 | 1 | |
| 448927596 | 1 | |
| 443208312 | 1 | |
| 393472260 | 1 | |
| 357201864 | 2 | |
| 354016440 | 1 | |
| 326525044 | 1 |
가정용품가사서비스지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35247342 |
| Minimum | 40418 |
|---|---|
| Maximum | 3.876964 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 40418 |
|---|---|
| 5-th percentile | 80836 |
| Q1 | 500460 |
| median | 2840173.5 |
| Q3 | 37696712 |
| 95-th percentile | 1.6204243 × 108 |
| Maximum | 3.876964 × 108 |
| Range | 3.8765598 × 108 |
| Interquartile range (IQR) | 37196252 |
Descriptive statistics
| Standard deviation | 62101925 |
|---|---|
| Coefficient of variation (CV) | 1.7618896 |
| Kurtosis | 7.3025037 |
| Mean | 35247342 |
| Median Absolute Deviation (MAD) | 2648160 |
| Skewness | 2.4568208 |
| Sum | 7.0494683 × 109 |
| Variance | 3.8566491 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 234766 | 4 | 2.0% |
| 40418 | 4 | 2.0% |
| 62325 | 3 | 1.5% |
| 29909320 | 3 | 1.5% |
| 202090 | 2 | 1.0% |
| 525434 | 2 | 1.0% |
| 67076 | 2 | 1.0% |
| 806820 | 2 | 1.0% |
| 59899476 | 2 | 1.0% |
| 366474 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 40418 | 4 | |
| 62325 | 3 | |
| 67076 | 2 | |
| 80836 | 2 | |
| 115834 | 1 | 0.5% |
| 121254 | 1 | 0.5% |
| 134152 | 1 | 0.5% |
| 161672 | 1 | 0.5% |
| 173751 | 2 | |
| 186975 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 387696398 | 1 | |
| 298041150 | 1 | |
| 277646268 | 1 | |
| 210714272 | 1 | |
| 203653242 | 1 | |
| 201058724 | 1 | |
| 178789779 | 2 | |
| 178496270 | 1 | |
| 162042428 | 2 | |
| 160597380 | 1 |
보건지출금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 167 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60562449 |
| Minimum | 55959 |
|---|---|
| Maximum | 6.2539455 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 KiB |
Quantile statistics
| Minimum | 55959 |
|---|---|
| 5-th percentile | 121838 |
| Q1 | 819724 |
| median | 4687177.5 |
| Q3 | 67124616 |
| 95-th percentile | 2.9210901 × 108 |
| Maximum | 6.2539455 × 108 |
| Range | 6.2533859 × 108 |
| Interquartile range (IQR) | 66304892 |
Descriptive statistics
| Standard deviation | 1.1184641 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.8467947 |
| Kurtosis | 7.1691234 |
| Mean | 60562449 |
| Median Absolute Deviation (MAD) | 4425442 |
| Skewness | 2.5761575 |
| Sum | 1.211249 × 1010 |
| Variance | 1.250962 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 426433 | 4 | 2.0% |
| 55959 | 4 | 2.0% |
| 119434 | 3 | 1.5% |
| 41409660 | 3 | 1.5% |
| 279795 | 2 | 1.0% |
| 727467 | 2 | 1.0% |
| 121838 | 2 | 1.0% |
| 1783110 | 2 | 1.0% |
| 82931238 | 2 | 1.0% |
| 598494 | 2 | 1.0% |
| Other values (157) | 174 |
| Value | Count | Frequency (%) |
| 55959 | 4 | |
| 111918 | 2 | |
| 119434 | 3 | |
| 121838 | 2 | |
| 142438 | 1 | 0.5% |
| 167877 | 1 | 0.5% |
| 213657 | 2 | |
| 223836 | 1 | 0.5% |
| 243676 | 1 | 0.5% |
| 279795 | 2 |
| Value | Count | Frequency (%) |
| 625394550 | 1 | |
| 582598956 | 1 | |
| 476739986 | 1 | |
| 442152224 | 1 | |
| 427335714 | 1 | |
| 421891508 | 1 | |
| 374547590 | 1 | |
| 340021676 | 2 | |
| 336989460 | 1 | |
| 289746884 | 1 |
| 집계영역구분코드 | 교통지출금액 | 통신지출금액 | 오락문화지출금액 | 교육지출금액 | 음식숙박지출금액 | 기타상품서비스지출금액 | 비소비지출지출금액 | 집계영역코드 | 가구생애주기명 | 식료품음료수지출금액 | 주류담배지출금액 | 의류신발지출금액 | 주거비수도비광열비지출금액 | 가정용품가사서비스지출금액 | 보건지출금액 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 집계영역구분코드 | 1.000 | 0.732 | 0.500 | 0.579 | 0.605 | 0.562 | 0.568 | 0.541 | 1.000 | 0.166 | 0.574 | 0.595 | 0.562 | 0.628 | 0.699 | 0.549 |
| 교통지출금액 | 0.732 | 1.000 | 0.932 | 0.939 | 0.891 | 0.952 | 0.960 | 0.909 | 0.517 | 0.397 | 0.908 | 0.948 | 0.955 | 0.946 | 0.975 | 0.908 |
| 통신지출금액 | 0.500 | 0.932 | 1.000 | 0.976 | 0.917 | 0.991 | 0.988 | 0.991 | 0.345 | 0.405 | 0.988 | 0.985 | 0.991 | 0.955 | 0.914 | 0.990 |
| 오락문화지출금액 | 0.579 | 0.939 | 0.976 | 1.000 | 0.896 | 0.979 | 0.982 | 0.973 | 0.397 | 0.367 | 0.973 | 0.980 | 0.976 | 0.937 | 0.960 | 0.971 |
| 교육지출금액 | 0.605 | 0.891 | 0.917 | 0.896 | 1.000 | 0.921 | 0.916 | 0.898 | 0.518 | 0.386 | 0.896 | 0.904 | 0.921 | 0.982 | 0.898 | 0.902 |
| 음식숙박지출금액 | 0.562 | 0.952 | 0.991 | 0.979 | 0.921 | 1.000 | 0.996 | 0.984 | 0.384 | 0.368 | 0.987 | 0.994 | 1.000 | 0.974 | 0.907 | 0.987 |
| 기타상품서비스지출금액 | 0.568 | 0.960 | 0.988 | 0.982 | 0.916 | 0.996 | 1.000 | 0.980 | 0.397 | 0.381 | 0.983 | 0.994 | 0.996 | 0.964 | 0.924 | 0.986 |
| 비소비지출지출금액 | 0.541 | 0.909 | 0.991 | 0.973 | 0.898 | 0.984 | 0.980 | 1.000 | 0.369 | 0.411 | 0.990 | 0.991 | 0.983 | 0.940 | 0.909 | 0.992 |
| 집계영역코드 | 1.000 | 0.517 | 0.345 | 0.397 | 0.518 | 0.384 | 0.397 | 0.369 | 1.000 | 0.069 | 0.409 | 0.396 | 0.384 | 0.557 | 0.492 | 0.384 |
| 가구생애주기명 | 0.166 | 0.397 | 0.405 | 0.367 | 0.386 | 0.368 | 0.381 | 0.411 | 0.069 | 1.000 | 0.352 | 0.385 | 0.365 | 0.351 | 0.361 | 0.383 |
| 식료품음료수지출금액 | 0.574 | 0.908 | 0.988 | 0.973 | 0.896 | 0.987 | 0.983 | 0.990 | 0.409 | 0.352 | 1.000 | 0.982 | 0.988 | 0.964 | 0.936 | 0.999 |
| 주류담배지출금액 | 0.595 | 0.948 | 0.985 | 0.980 | 0.904 | 0.994 | 0.994 | 0.991 | 0.396 | 0.385 | 0.982 | 1.000 | 0.993 | 0.951 | 0.900 | 0.981 |
| 의류신발지출금액 | 0.562 | 0.955 | 0.991 | 0.976 | 0.921 | 1.000 | 0.996 | 0.983 | 0.384 | 0.365 | 0.988 | 0.993 | 1.000 | 0.974 | 0.903 | 0.988 |
| 주거비수도비광열비지출금액 | 0.628 | 0.946 | 0.955 | 0.937 | 0.982 | 0.974 | 0.964 | 0.940 | 0.557 | 0.351 | 0.964 | 0.951 | 0.974 | 1.000 | 0.949 | 0.972 |
| 가정용품가사서비스지출금액 | 0.699 | 0.975 | 0.914 | 0.960 | 0.898 | 0.907 | 0.924 | 0.909 | 0.492 | 0.361 | 0.936 | 0.900 | 0.903 | 0.949 | 1.000 | 0.938 |
| 보건지출금액 | 0.549 | 0.908 | 0.990 | 0.971 | 0.902 | 0.987 | 0.986 | 0.992 | 0.384 | 0.383 | 0.999 | 0.981 | 0.988 | 0.972 | 0.938 | 1.000 |
| 집계영역구분코드 | 가구생애주기명 | |
|---|---|---|
| 집계영역구분코드 | 1.000 | 0.113 |
| 가구생애주기명 | 0.113 | 1.000 |
| 교통지출금액 | 통신지출금액 | 오락문화지출금액 | 교육지출금액 | 음식숙박지출금액 | 기타상품서비스지출금액 | 비소비지출지출금액 | 집계영역코드 | 식료품음료수지출금액 | 주류담배지출금액 | 의류신발지출금액 | 주거비수도비광열비지출금액 | 가정용품가사서비스지출금액 | 보건지출금액 | 집계영역구분코드 | 가구생애주기명 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 교통지출금액 | 1.000 | 0.994 | 0.993 | 0.871 | 0.996 | 0.990 | 0.994 | 0.167 | 0.977 | 0.995 | 0.994 | 0.988 | 0.980 | 0.978 | 0.400 | 0.224 |
| 통신지출금액 | 0.994 | 1.000 | 0.996 | 0.878 | 0.999 | 0.992 | 0.997 | 0.156 | 0.983 | 0.992 | 0.998 | 0.991 | 0.980 | 0.983 | 0.341 | 0.229 |
| 오락문화지출금액 | 0.993 | 0.996 | 1.000 | 0.848 | 0.997 | 0.997 | 0.996 | 0.167 | 0.989 | 0.997 | 0.996 | 0.997 | 0.990 | 0.990 | 0.408 | 0.205 |
| 교육지출금액 | 0.871 | 0.878 | 0.848 | 1.000 | 0.879 | 0.828 | 0.857 | 0.098 | 0.799 | 0.832 | 0.880 | 0.826 | 0.792 | 0.792 | 0.403 | 0.206 |
| 음식숙박지출금액 | 0.996 | 0.999 | 0.997 | 0.879 | 1.000 | 0.993 | 0.997 | 0.162 | 0.982 | 0.993 | 0.998 | 0.991 | 0.981 | 0.982 | 0.394 | 0.205 |
| 기타상품서비스지출금액 | 0.990 | 0.992 | 0.997 | 0.828 | 0.993 | 1.000 | 0.996 | 0.174 | 0.995 | 0.997 | 0.989 | 0.998 | 0.996 | 0.996 | 0.398 | 0.215 |
| 비소비지출지출금액 | 0.994 | 0.997 | 0.996 | 0.857 | 0.997 | 0.996 | 1.000 | 0.176 | 0.988 | 0.996 | 0.995 | 0.994 | 0.985 | 0.989 | 0.376 | 0.234 |
| 집계영역코드 | 0.167 | 0.156 | 0.167 | 0.098 | 0.162 | 0.174 | 0.176 | 1.000 | 0.182 | 0.177 | 0.159 | 0.182 | 0.176 | 0.176 | 0.995 | 0.071 |
| 식료품음료수지출금액 | 0.977 | 0.983 | 0.989 | 0.799 | 0.982 | 0.995 | 0.988 | 0.182 | 1.000 | 0.990 | 0.977 | 0.997 | 0.995 | 0.999 | 0.404 | 0.196 |
| 주류담배지출금액 | 0.995 | 0.992 | 0.997 | 0.832 | 0.993 | 0.997 | 0.996 | 0.177 | 0.990 | 1.000 | 0.992 | 0.996 | 0.991 | 0.991 | 0.422 | 0.216 |
| 의류신발지출금액 | 0.994 | 0.998 | 0.996 | 0.880 | 0.998 | 0.989 | 0.995 | 0.159 | 0.977 | 0.992 | 1.000 | 0.989 | 0.976 | 0.978 | 0.394 | 0.203 |
| 주거비수도비광열비지출금액 | 0.988 | 0.991 | 0.997 | 0.826 | 0.991 | 0.998 | 0.994 | 0.182 | 0.997 | 0.996 | 0.989 | 1.000 | 0.995 | 0.996 | 0.425 | 0.186 |
| 가정용품가사서비스지출금액 | 0.980 | 0.980 | 0.990 | 0.792 | 0.981 | 0.996 | 0.985 | 0.176 | 0.995 | 0.991 | 0.976 | 0.995 | 1.000 | 0.996 | 0.373 | 0.205 |
| 보건지출금액 | 0.978 | 0.983 | 0.990 | 0.792 | 0.982 | 0.996 | 0.989 | 0.176 | 0.999 | 0.991 | 0.978 | 0.996 | 0.996 | 1.000 | 0.382 | 0.216 |
| 집계영역구분코드 | 0.400 | 0.341 | 0.408 | 0.403 | 0.394 | 0.398 | 0.376 | 0.995 | 0.404 | 0.422 | 0.394 | 0.425 | 0.373 | 0.382 | 1.000 | 0.113 |
| 가구생애주기명 | 0.224 | 0.229 | 0.205 | 0.206 | 0.205 | 0.215 | 0.234 | 0.071 | 0.196 | 0.216 | 0.203 | 0.186 | 0.205 | 0.216 | 0.113 | 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.
| 집계영역구분코드 | 집계기준년도 | 교통지출금액 | 통신지출금액 | 오락문화지출금액 | 교육지출금액 | 음식숙박지출금액 | 기타상품서비스지출금액 | 비소비지출지출금액 | 집계영역코드 | 가구생애주기명 | 식료품음료수지출금액 | 주류담배지출금액 | 의류신발지출금액 | 주거비수도비광열비지출금액 | 가정용품가사서비스지출금액 | 보건지출금액 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2021 | 598682 | 353339 | 427308 | 1218329 | 858361 | 484925 | 1940708 | 16159 | 중고등 자녀가구 | 815584 | 62097 | 391916 | 580440 | 234766 | 426433 |
| 1 | 3 | 2021 | 1867701 | 854040 | 1585947 | 45408 | 2130876 | 2385702 | 6129156 | 1116069020009 | 노인부부가구 | 5771799 | 300069 | 915948 | 3009567 | 2015607 | 3291717 |
| 2 | 3 | 2021 | 2993410 | 1766695 | 2136540 | 6091645 | 4291805 | 2424625 | 9703540 | 1123058020003 | 중고등 자녀가구 | 4077920 | 310485 | 1959580 | 2902200 | 1173830 | 2132165 |
| 3 | 1 | 2021 | 513156 | 302862 | 366264 | 1044282 | 735738 | 415650 | 1663464 | 15560 | 중고등 자녀가구 | 699072 | 53226 | 335928 | 497520 | 201228 | 365514 |
| 4 | 3 | 2021 | 1924298 | 879920 | 1634006 | 46784 | 2195448 | 2457996 | 6314888 | 1109075020023 | 노인부부가구 | 5946702 | 309162 | 943704 | 3100766 | 2076686 | 3391466 |
| 5 | 2 | 2021 | 92625800 | 30150560 | 42606980 | 96595160 | 81052940 | 49075320 | 188748840 | 11680700 | 초등자녀가구 | 86374280 | 8494460 | 36722500 | 67233440 | 29909320 | 41409660 |
| 6 | 1 | 2021 | 1502040 | 488928 | 690924 | 1566408 | 1314372 | 795816 | 3060792 | 17374 | 초등자녀가구 | 1400664 | 137748 | 595500 | 1090272 | 485016 | 671508 |
| 7 | 2 | 2021 | 90247570 | 29376424 | 41513017 | 94115014 | 78971851 | 47815278 | 183902586 | 11500630 | 초등자녀가구 | 84156562 | 8276359 | 35779625 | 65507176 | 29141378 | 40346439 |
| 8 | 2 | 2021 | 483309970 | 242654120 | 238618108 | 193121694 | 509558850 | 327143936 | 1276914266 | 11500520 | 성인자녀 및 부모부양가구 | 567109026 | 46803924 | 236082032 | 357201864 | 162042428 | 340021676 |
| 9 | 1 | 2021 | 682910 | 227055 | 367645 | 237255 | 646245 | 443675 | 1389610 | 265803 | 신혼 및 영유아 자녀가구 | 569440 | 64595 | 297690 | 439050 | 289585 | 356095 |
| 집계영역구분코드 | 집계기준년도 | 교통지출금액 | 통신지출금액 | 오락문화지출금액 | 교육지출금액 | 음식숙박지출금액 | 기타상품서비스지출금액 | 비소비지출지출금액 | 집계영역코드 | 가구생애주기명 | 식료품음료수지출금액 | 주류담배지출금액 | 의류신발지출금액 | 주거비수도비광열비지출금액 | 가정용품가사서비스지출금액 | 보건지출금액 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | 1 | 2021 | 409746 | 136233 | 220587 | 142353 | 387747 | 266205 | 833766 | 33502 | 신혼 및 영유아 자녀가구 | 341664 | 38757 | 178614 | 263430 | 173751 | 213657 |
| 191 | 1 | 2021 | 598682 | 353339 | 427308 | 1218329 | 858361 | 484925 | 1940708 | 266641 | 중고등 자녀가구 | 815584 | 62097 | 391916 | 580440 | 234766 | 426433 |
| 192 | 1 | 2021 | 4799795 | 2409820 | 2369738 | 1917909 | 5060475 | 3248896 | 12681151 | 220829 | 성인자녀 및 부모부양가구 | 5632011 | 464814 | 2344552 | 3547404 | 1609258 | 3376786 |
| 193 | 3 | 2021 | 1245134 | 569360 | 1057298 | 30272 | 1420584 | 1590468 | 4086104 | 1116067020041 | 노인부부가구 | 3847866 | 200046 | 610632 | 2006378 | 1343738 | 2194478 |
| 194 | 3 | 2021 | 6671028 | 3937206 | 4761432 | 13575666 | 9564594 | 5403450 | 21625032 | 1123058030001 | 중고등 자녀가구 | 9087936 | 691938 | 4367064 | 6467760 | 2615964 | 4751682 |
| 195 | 2 | 2021 | 20584246 | 6545076 | 9190518 | 3057252 | 17583174 | 13565350 | 61615998 | 11680750 | 일반가구 | 20628554 | 2411076 | 8323332 | 14266964 | 6606450 | 12660004 |
| 196 | 1 | 2021 | 587730 | 295080 | 290172 | 234846 | 619650 | 397824 | 1552794 | 33535 | 성인자녀 및 부모부양가구 | 689634 | 56916 | 287088 | 434376 | 197052 | 413484 |
| 197 | 3 | 2021 | 11754600 | 5901600 | 5803440 | 4696920 | 12393000 | 7956480 | 31055880 | 1123075010002 | 성인자녀 및 부모부양가구 | 13792680 | 1138320 | 5741760 | 8687520 | 3941040 | 8269680 |
| 198 | 1 | 2021 | 4097460 | 1362330 | 2205870 | 1423530 | 3877470 | 2662050 | 8337660 | 220205 | 신혼 및 영유아 자녀가구 | 3416640 | 387570 | 1786140 | 2634300 | 1737510 | 2136570 |
| 199 | 1 | 2021 | 513156 | 302862 | 366264 | 1044282 | 735738 | 415650 | 1663464 | 275563 | 중고등 자녀가구 | 699072 | 53226 | 335928 | 497520 | 201228 | 365514 |
Most frequently occurring
| 집계영역구분코드 | 집계기준년도 | 교통지출금액 | 통신지출금액 | 오락문화지출금액 | 교육지출금액 | 음식숙박지출금액 | 기타상품서비스지출금액 | 비소비지출지출금액 | 집계영역코드 | 가구생애주기명 | 식료품음료수지출금액 | 주류담배지출금액 | 의류신발지출금액 | 주거비수도비광열비지출금액 | 가정용품가사서비스지출금액 | 보건지출금액 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 2 | 2021 | 92625800 | 30150560 | 42606980 | 96595160 | 81052940 | 49075320 | 188748840 | 11680700 | 초등자녀가구 | 86374280 | 8494460 | 36722500 | 67233440 | 29909320 | 41409660 | 3 |
| 0 | 2 | 2021 | 3501855 | 1376235 | 3052266 | 825741 | 3611244 | 1638546 | 7039221 | 11500540 | 1인가구 | 2595831 | 478275 | 4313190 | 3014214 | 806820 | 1783110 | 2 |
| 1 | 2 | 2021 | 67341460 | 21920272 | 30976426 | 70227292 | 58927678 | 35679084 | 137225508 | 11305535 | 초등자녀가구 | 62796436 | 6175702 | 26698250 | 48880528 | 21744884 | 30105942 | 2 |
| 3 | 2 | 2021 | 113278850 | 36873320 | 52107185 | 118133270 | 99125555 | 60017790 | 230834730 | 11500590 | 초등자녀가구 | 105633410 | 10388495 | 44910625 | 82224680 | 36578290 | 50642895 | 2 |
| 4 | 2 | 2021 | 185501940 | 60382608 | 85329114 | 193451388 | 162324942 | 98283276 | 378007812 | 11500611 | 초등자녀가구 | 172982004 | 17011878 | 73544250 | 134648592 | 59899476 | 82931238 | 2 |
| 5 | 2 | 2021 | 191487964 | 63666222 | 103087658 | 66526302 | 181207098 | 124406470 | 389646644 | 11305645 | 신혼 및 영유아 자녀가구 | 159670976 | 18112438 | 83472276 | 123109620 | 81199634 | 99849038 | 2 |
| 6 | 2 | 2021 | 276578550 | 91957275 | 148896225 | 96088275 | 261729225 | 179688375 | 562792050 | 11305534 | 신혼 및 영유아 자녀가구 | 230623200 | 26160975 | 120564450 | 177815250 | 117281925 | 144218475 | 2 |
| 7 | 2 | 2021 | 421628634 | 140183757 | 226984023 | 146481237 | 398991663 | 273924945 | 857945214 | 11500615 | 신혼 및 영유아 자녀가구 | 351572256 | 39880953 | 183793806 | 271069470 | 178789779 | 219853053 | 2 |
| 8 | 2 | 2021 | 483309970 | 242654120 | 238618108 | 193121694 | 509558850 | 327143936 | 1276914266 | 11500520 | 성인자녀 및 부모부양가구 | 567109026 | 46803924 | 236082032 | 357201864 | 162042428 | 340021676 | 2 |
| 9 | 3 | 2021 | 2993410 | 1766695 | 2136540 | 6091645 | 4291805 | 2424625 | 9703540 | 1123058020003 | 중고등 자녀가구 | 4077920 | 310485 | 1959580 | 2902200 | 1173830 | 2132165 | 2 |