Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 31 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.5 KiB |
| Average record size in memory | 147.1 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 15 |
Dataset
| Description | 예금보험공사에서 관리하는 부보금융회사 종합정보 중 부보금융회사의 업권별 부보대상 상품금액이며, 억원 단위의 자료로 제공합니다.예금, 비부보예금은 각각 "22.9월 이전 자료의 보호대상상품 총액, 공공기관 등 예금과 동일합니다. |
|---|---|
| Author | 예금보험공사 |
| URL | https://www.data.go.kr/data/15083322/fileData.do |
은행_예금 is highly overall correlated with 은행_비부보예금 and 12 other fields | High correlation |
은행_비부보예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
은행_부보예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
보험_예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
보험_비부보예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
보험_부보예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
금융투자_예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
금융투자_비부보예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
금융투자_부보예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
종금_예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
종금_부보예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
저축은행_예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
저축은행_비부보예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
저축은행_부보예금 is highly overall correlated with 은행_예금 and 12 other fields | High correlation |
기준일 has unique values | Unique |
은행_예금 has unique values | Unique |
은행_비부보예금 has unique values | Unique |
은행_부보예금 has unique values | Unique |
보험_예금 has unique values | Unique |
보험_비부보예금 has unique values | Unique |
보험_부보예금 has unique values | Unique |
금융투자_예금 has unique values | Unique |
금융투자_비부보예금 has unique values | Unique |
금융투자_부보예금 has unique values | Unique |
종금_예금 has unique values | Unique |
종금_비부보예금 has unique values | Unique |
종금_부보예금 has unique values | Unique |
저축은행_예금 has unique values | Unique |
저축은행_비부보예금 has unique values | Unique |
저축은행_부보예금 has unique values | Unique |
Reproduction
| Analysis started | 2024-03-14 12:05:05.014620 |
|---|---|
| Analysis finished | 2024-03-14 12:05:56.445533 |
| Duration | 51.43 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
기준일
Date
UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 376.0 B |
| Minimum | 2016-03-31 00:00:00 |
|---|---|
| Maximum | 2023-09-30 00:00:00 |
Histogram with fixed size bins (bins=31)
은행_예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18270529 |
| Minimum | 13589332 |
|---|---|
| Maximum | 23157828 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 13589332 |
|---|---|
| 5-th percentile | 14091652 |
| Q1 | 15542532 |
| median | 17591600 |
| Q3 | 21246077 |
| 95-th percentile | 23011766 |
| Maximum | 23157828 |
| Range | 9568496 |
| Interquartile range (IQR) | 5703544.5 |
Descriptive statistics
| Standard deviation | 3224865.1 |
|---|---|
| Coefficient of variation (CV) | 0.17650639 |
| Kurtosis | -1.4342789 |
| Mean | 18270529 |
| Median Absolute Deviation (MAD) | 2617305 |
| Skewness | 0.22313356 |
| Sum | 5.6638639 × 108 |
| Variance | 1.0399755 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 13589332 | 1 | 3.2% |
| 13803448 | 1 | 3.2% |
| 23054323 | 1 | 3.2% |
| 23157828 | 1 | 3.2% |
| 22723050 | 1 | 3.2% |
| 22969210 | 1 | 3.2% |
| 22714308 | 1 | 3.2% |
| 22666395 | 1 | 3.2% |
| 21901642 | 1 | 3.2% |
| 21477898 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 13589332 | 1 | |
| 13803448 | 1 | |
| 14379856 | 1 | |
| 14446660 | 1 | |
| 14646859 | 1 | |
| 14974295 | 1 | |
| 15245205 | 1 | |
| 15445745 | 1 | |
| 15639320 | 1 | |
| 15896808 | 1 |
| Value | Count | Frequency (%) |
| 23157828 | 1 | |
| 23054323 | 1 | |
| 22969210 | 1 | |
| 22723050 | 1 | |
| 22714308 | 1 | |
| 22666395 | 1 | |
| 21901642 | 1 | |
| 21477898 | 1 | |
| 21014256 | 1 | |
| 20577606 | 1 |
은행_비부보예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3884206.5 |
| Minimum | 2763681 |
|---|---|
| Maximum | 4793894 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 2763681 |
|---|---|
| 5-th percentile | 2856375 |
| Q1 | 3276283.5 |
| median | 4056788 |
| Q3 | 4297533.5 |
| 95-th percentile | 4682341.5 |
| Maximum | 4793894 |
| Range | 2030213 |
| Interquartile range (IQR) | 1021250 |
Descriptive statistics
| Standard deviation | 610332.01 |
|---|---|
| Coefficient of variation (CV) | 0.15713171 |
| Kurtosis | -1.0235887 |
| Mean | 3884206.5 |
| Median Absolute Deviation (MAD) | 454807 |
| Skewness | -0.3855716 |
| Sum | 1.204104 × 108 |
| Variance | 3.7250517 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 2787048 | 1 | 3.2% |
| 2763681 | 1 | 3.2% |
| 4609398 | 1 | 3.2% |
| 4608101 | 1 | 3.2% |
| 4434858 | 1 | 3.2% |
| 4618310 | 1 | 3.2% |
| 4746373 | 1 | 3.2% |
| 4793894 | 1 | 3.2% |
| 4281984 | 1 | 3.2% |
| 4313083 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 2763681 | 1 | |
| 2787048 | 1 | |
| 2925702 | 1 | |
| 2961384 | 1 | |
| 3204090 | 1 | |
| 3260541 | 1 | |
| 3264112 | 1 | |
| 3272358 | 1 | |
| 3280209 | 1 | |
| 3479036 | 1 |
| Value | Count | Frequency (%) |
| 4793894 | 1 | |
| 4746373 | 1 | |
| 4618310 | 1 | |
| 4609398 | 1 | |
| 4608101 | 1 | |
| 4511595 | 1 | |
| 4434858 | 1 | |
| 4313083 | 1 | |
| 4281984 | 1 | |
| 4279201 | 1 |
은행_부보예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14386322 |
| Minimum | 10802284 |
|---|---|
| Maximum | 18549727 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 10802284 |
|---|---|
| 5-th percentile | 11229120 |
| Q1 | 12162910 |
| median | 13534812 |
| Q3 | 16833738 |
| 95-th percentile | 18397912 |
| Maximum | 18549727 |
| Range | 7747443 |
| Interquartile range (IQR) | 4670827.5 |
Descriptive statistics
| Standard deviation | 2662578.5 |
|---|---|
| Coefficient of variation (CV) | 0.18507708 |
| Kurtosis | -1.475415 |
| Mean | 14386322 |
| Median Absolute Deviation (MAD) | 2013854 |
| Skewness | 0.33524712 |
| Sum | 4.4597598 × 108 |
| Variance | 7.089324 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 10802284 | 1 | 3.2% |
| 11039768 | 1 | 3.2% |
| 18444925 | 1 | 3.2% |
| 18549727 | 1 | 3.2% |
| 18288192 | 1 | 3.2% |
| 18350900 | 1 | 3.2% |
| 17967935 | 1 | 3.2% |
| 17872501 | 1 | 3.2% |
| 17619657 | 1 | 3.2% |
| 17164814 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 10802284 | 1 | |
| 11039768 | 1 | |
| 11418472 | 1 | |
| 11442769 | 1 | |
| 11520958 | 1 | |
| 11713754 | 1 | |
| 11981092 | 1 | |
| 12160284 | 1 | |
| 12165536 | 1 | |
| 12208538 | 1 |
| Value | Count | Frequency (%) |
| 18549727 | 1 | |
| 18444925 | 1 | |
| 18350900 | 1 | |
| 18288192 | 1 | |
| 17967935 | 1 | |
| 17872501 | 1 | |
| 17619657 | 1 | |
| 17164814 | 1 | |
| 16502661 | 1 | |
| 16298405 | 1 |
보험_예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8976608.9 |
| Minimum | 7070132 |
|---|---|
| Maximum | 10185156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 7070132 |
|---|---|
| 5-th percentile | 7299518.5 |
| Q1 | 8242597 |
| median | 9116791 |
| Q3 | 9927889 |
| 95-th percentile | 10148511 |
| Maximum | 10185156 |
| Range | 3115024 |
| Interquartile range (IQR) | 1685292 |
Descriptive statistics
| Standard deviation | 989070.43 |
|---|---|
| Coefficient of variation (CV) | 0.11018308 |
| Kurtosis | -1.0969871 |
| Mean | 8976608.9 |
| Median Absolute Deviation (MAD) | 900196 |
| Skewness | -0.38275982 |
| Sum | 2.7827488 × 108 |
| Variance | 9.7826032 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 7070132 | 1 | 3.2% |
| 7213923 | 1 | 3.2% |
| 10185156 | 1 | 3.2% |
| 10129656 | 1 | 3.2% |
| 10072963 | 1 | 3.2% |
| 10166106 | 1 | 3.2% |
| 10130916 | 1 | 3.2% |
| 10111630 | 1 | 3.2% |
| 10057461 | 1 | 3.2% |
| 10029329 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 7070132 | 1 | |
| 7213923 | 1 | |
| 7385114 | 1 | |
| 7628772 | 1 | |
| 7762034 | 1 | |
| 7906232 | 1 | |
| 8025663 | 1 | |
| 8216595 | 1 | |
| 8268599 | 1 | |
| 8411795 | 1 |
| Value | Count | Frequency (%) |
| 10185156 | 1 | |
| 10166106 | 1 | |
| 10130916 | 1 | |
| 10129656 | 1 | |
| 10111630 | 1 | |
| 10072963 | 1 | |
| 10057461 | 1 | |
| 10029329 | 1 | |
| 9826449 | 1 | |
| 9770161 | 1 |
보험_비부보예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1045939.5 |
| Minimum | 631605 |
|---|---|
| Maximum | 1387016 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 631605 |
|---|---|
| 5-th percentile | 650660 |
| Q1 | 821015.5 |
| median | 1075745 |
| Q3 | 1297131.5 |
| 95-th percentile | 1373163 |
| Maximum | 1387016 |
| Range | 755411 |
| Interquartile range (IQR) | 476116 |
Descriptive statistics
| Standard deviation | 256345.25 |
|---|---|
| Coefficient of variation (CV) | 0.24508611 |
| Kurtosis | -1.4721771 |
| Mean | 1045939.5 |
| Median Absolute Deviation (MAD) | 253334 |
| Skewness | -0.082625918 |
| Sum | 32424126 |
| Variance | 6.5712888 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 639448 | 1 | 3.2% |
| 631605 | 1 | 3.2% |
| 1337126 | 1 | 3.2% |
| 1340042 | 1 | 3.2% |
| 1329079 | 1 | 3.2% |
| 1387016 | 1 | 3.2% |
| 1361022 | 1 | 3.2% |
| 1366630 | 1 | 3.2% |
| 1370098 | 1 | 3.2% |
| 1376228 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 631605 | 1 | |
| 639448 | 1 | |
| 661872 | 1 | |
| 756938 | 1 | |
| 757778 | 1 | |
| 775341 | 1 | |
| 777905 | 1 | |
| 817558 | 1 | |
| 824473 | 1 | |
| 856292 | 1 |
| Value | Count | Frequency (%) |
| 1387016 | 1 | |
| 1376228 | 1 | |
| 1370098 | 1 | |
| 1366630 | 1 | |
| 1361022 | 1 | |
| 1340042 | 1 | |
| 1337126 | 1 | |
| 1329079 | 1 | |
| 1265184 | 1 | |
| 1264458 | 1 |
보험_부보예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7930669.2 |
| Minimum | 6430684 |
|---|---|
| Maximum | 8848030 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 6430684 |
|---|---|
| 5-th percentile | 6652779.5 |
| Q1 | 7405672 |
| median | 8041046 |
| Q3 | 8619362.5 |
| 95-th percentile | 8784352 |
| Maximum | 8848030 |
| Range | 2417346 |
| Interquartile range (IQR) | 1213690.5 |
Descriptive statistics
| Standard deviation | 737140.82 |
|---|---|
| Coefficient of variation (CV) | 0.092948123 |
| Kurtosis | -0.91912216 |
| Mean | 7930669.2 |
| Median Absolute Deviation (MAD) | 612055 |
| Skewness | -0.49490152 |
| Sum | 2.4585074 × 108 |
| Variance | 5.4337658 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 6430684 | 1 | 3.2% |
| 6582317 | 1 | 3.2% |
| 8848030 | 1 | 3.2% |
| 8789614 | 1 | 3.2% |
| 8743884 | 1 | 3.2% |
| 8779090 | 1 | 3.2% |
| 8769894 | 1 | 3.2% |
| 8745000 | 1 | 3.2% |
| 8687362 | 1 | 3.2% |
| 8653101 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 6430684 | 1 | |
| 6582317 | 1 | |
| 6723242 | 1 | |
| 6870994 | 1 | |
| 7005095 | 1 | |
| 7130891 | 1 | |
| 7247758 | 1 | |
| 7360303 | 1 | |
| 7451041 | 1 | |
| 7553007 | 1 |
| Value | Count | Frequency (%) |
| 8848030 | 1 | |
| 8789614 | 1 | |
| 8779090 | 1 | |
| 8769894 | 1 | |
| 8745000 | 1 | |
| 8743884 | 1 | |
| 8687362 | 1 | |
| 8653101 | 1 | |
| 8585624 | 1 | |
| 8504978 | 1 |
금융투자_예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 904431.48 |
| Minimum | 576348 |
|---|---|
| Maximum | 1361244 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 576348 |
|---|---|
| 5-th percentile | 579337 |
| Q1 | 652054.5 |
| median | 719496 |
| Q3 | 1202000 |
| 95-th percentile | 1295517.5 |
| Maximum | 1361244 |
| Range | 784896 |
| Interquartile range (IQR) | 549945.5 |
Descriptive statistics
| Standard deviation | 286850.16 |
|---|---|
| Coefficient of variation (CV) | 0.31716074 |
| Kurtosis | -1.7725355 |
| Mean | 904431.48 |
| Median Absolute Deviation (MAD) | 142296 |
| Skewness | 0.28616231 |
| Sum | 28037376 |
| Variance | 8.2283013 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 629194 | 1 | 3.2% |
| 638118 | 1 | 3.2% |
| 1249087 | 1 | 3.2% |
| 1279872 | 1 | 3.2% |
| 1173600 | 1 | 3.2% |
| 1114737 | 1 | 3.2% |
| 1167341 | 1 | 3.2% |
| 1199092 | 1 | 3.2% |
| 1273804 | 1 | 3.2% |
| 1311163 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 576348 | 1 | |
| 577200 | 1 | |
| 581474 | 1 | |
| 617340 | 1 | |
| 629194 | 1 | |
| 638118 | 1 | |
| 638289 | 1 | |
| 648478 | 1 | |
| 655631 | 1 | |
| 656244 | 1 |
| Value | Count | Frequency (%) |
| 1361244 | 1 | |
| 1311163 | 1 | |
| 1279872 | 1 | |
| 1273804 | 1 | |
| 1249087 | 1 | |
| 1247229 | 1 | |
| 1226110 | 1 | |
| 1204908 | 1 | |
| 1199092 | 1 | |
| 1173600 | 1 |
금융투자_비부보예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 429587.58 |
| Minimum | 307244 |
|---|---|
| Maximum | 647788 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 307244 |
|---|---|
| 5-th percentile | 311572 |
| Q1 | 350817 |
| median | 397286 |
| Q3 | 509283.5 |
| 95-th percentile | 599054.5 |
| Maximum | 647788 |
| Range | 340544 |
| Interquartile range (IQR) | 158466.5 |
Descriptive statistics
| Standard deviation | 97947.578 |
|---|---|
| Coefficient of variation (CV) | 0.22800375 |
| Kurtosis | -0.54243256 |
| Mean | 429587.58 |
| Median Absolute Deviation (MAD) | 57121 |
| Skewness | 0.70686802 |
| Sum | 13317215 |
| Variance | 9.5937281 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 365998 | 1 | 3.2% |
| 343429 | 1 | 3.2% |
| 647788 | 1 | 3.2% |
| 640988 | 1 | 3.2% |
| 557121 | 1 | 3.2% |
| 550777 | 1 | 3.2% |
| 537287 | 1 | 3.2% |
| 517371 | 1 | 3.2% |
| 519031 | 1 | 3.2% |
| 496952 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 307244 | 1 | |
| 308894 | 1 | |
| 314250 | 1 | |
| 340165 | 1 | |
| 340868 | 1 | |
| 342286 | 1 | |
| 343429 | 1 | |
| 344948 | 1 | |
| 356686 | 1 | |
| 359751 | 1 |
| Value | Count | Frequency (%) |
| 647788 | 1 | |
| 640988 | 1 | |
| 557121 | 1 | |
| 551050 | 1 | |
| 550777 | 1 | |
| 537287 | 1 | |
| 519031 | 1 | |
| 517371 | 1 | |
| 501196 | 1 | |
| 496952 | 1 |
금융투자_부보예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 474843.77 |
| Minimum | 263195 |
|---|---|
| Maximum | 814211 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 263195 |
|---|---|
| 5-th percentile | 267339 |
| Q1 | 292566 |
| median | 326133 |
| Q3 | 634469 |
| 95-th percentile | 793403.5 |
| Maximum | 814211 |
| Range | 551016 |
| Interquartile range (IQR) | 341903 |
Descriptive statistics
| Standard deviation | 202180.06 |
|---|---|
| Coefficient of variation (CV) | 0.42578228 |
| Kurtosis | -1.5622167 |
| Mean | 474843.77 |
| Median Absolute Deviation (MAD) | 62938 |
| Skewness | 0.38637332 |
| Sum | 14720157 |
| Variance | 4.0876779 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 263195 | 1 | 3.2% |
| 294689 | 1 | 3.2% |
| 601299 | 1 | 3.2% |
| 638884 | 1 | 3.2% |
| 616479 | 1 | 3.2% |
| 563960 | 1 | 3.2% |
| 630054 | 1 | 3.2% |
| 681721 | 1 | 3.2% |
| 754773 | 1 | 3.2% |
| 814211 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 263195 | 1 | |
| 267224 | 1 | |
| 267454 | 1 | |
| 269956 | 1 | |
| 277175 | 1 | |
| 288734 | 1 | |
| 289579 | 1 | |
| 291792 | 1 | |
| 293340 | 1 | |
| 294689 | 1 |
| Value | Count | Frequency (%) |
| 814211 | 1 | |
| 810193 | 1 | |
| 776614 | 1 | |
| 754773 | 1 | |
| 744650 | 1 | |
| 724914 | 1 | |
| 681721 | 1 | |
| 638884 | 1 | |
| 630054 | 1 | |
| 625034 | 1 |
종금_예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46490.226 |
| Minimum | 30479 |
|---|---|
| Maximum | 63828 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 30479 |
|---|---|
| 5-th percentile | 36144 |
| Q1 | 38807.5 |
| median | 42690 |
| Q3 | 53973.5 |
| 95-th percentile | 59899.5 |
| Maximum | 63828 |
| Range | 33349 |
| Interquartile range (IQR) | 15166 |
Descriptive statistics
| Standard deviation | 8864.3656 |
|---|---|
| Coefficient of variation (CV) | 0.1906716 |
| Kurtosis | -1.2025522 |
| Mean | 46490.226 |
| Median Absolute Deviation (MAD) | 7018 |
| Skewness | 0.19857762 |
| Sum | 1441197 |
| Variance | 78576978 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 39837 | 1 | 3.2% |
| 38074 | 1 | 3.2% |
| 60788 | 1 | 3.2% |
| 59011 | 1 | 3.2% |
| 63828 | 1 | 3.2% |
| 53144 | 1 | 3.2% |
| 54192 | 1 | 3.2% |
| 53737 | 1 | 3.2% |
| 56161 | 1 | 3.2% |
| 48370 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 30479 | 1 | |
| 34738 | 1 | |
| 37550 | 1 | |
| 37636 | 1 | |
| 38074 | 1 | |
| 38298 | 1 | |
| 38499 | 1 | |
| 38517 | 1 | |
| 39098 | 1 | |
| 39623 | 1 |
| Value | Count | Frequency (%) |
| 63828 | 1 | |
| 60788 | 1 | |
| 59011 | 1 | |
| 56209 | 1 | |
| 56161 | 1 | |
| 54611 | 1 | |
| 54192 | 1 | |
| 54011 | 1 | |
| 53936 | 1 | |
| 53737 | 1 |
종금_비부보예금
Real number (ℝ)
UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27815.774 |
| Minimum | 18900 |
|---|---|
| Maximum | 38778 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 18900 |
|---|---|
| 5-th percentile | 22084 |
| Q1 | 25614.5 |
| median | 26963 |
| Q3 | 29860.5 |
| 95-th percentile | 36849 |
| Maximum | 38778 |
| Range | 19878 |
| Interquartile range (IQR) | 4246 |
Descriptive statistics
| Standard deviation | 4369.2804 |
|---|---|
| Coefficient of variation (CV) | 0.15707923 |
| Kurtosis | 1.1628787 |
| Mean | 27815.774 |
| Median Absolute Deviation (MAD) | 2477 |
| Skewness | 0.70291103 |
| Sum | 862289 |
| Variance | 19090611 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 30369 | 1 | 3.2% |
| 27560 | 1 | 3.2% |
| 26106 | 1 | 3.2% |
| 27764 | 1 | 3.2% |
| 29440 | 1 | 3.2% |
| 18900 | 1 | 3.2% |
| 23815 | 1 | 3.2% |
| 25123 | 1 | 3.2% |
| 26363 | 1 | 3.2% |
| 23779 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 18900 | 1 | |
| 20389 | 1 | |
| 23779 | 1 | |
| 23815 | 1 | |
| 23855 | 1 | |
| 24398 | 1 | |
| 24665 | 1 | |
| 25123 | 1 | |
| 26106 | 1 | |
| 26252 | 1 |
| Value | Count | Frequency (%) |
| 38778 | 1 | |
| 37944 | 1 | |
| 35754 | 1 | |
| 32447 | 1 | |
| 31423 | 1 | |
| 30716 | 1 | |
| 30369 | 1 | |
| 30060 | 1 | |
| 29661 | 1 | |
| 29440 | 1 |
종금_부보예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18674.484 |
| Minimum | 9468 |
|---|---|
| Maximum | 34682 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 9468 |
|---|---|
| 5-th percentile | 10301.5 |
| Q1 | 11544 |
| median | 14531 |
| Q3 | 24012 |
| 95-th percentile | 34316.5 |
| Maximum | 34682 |
| Range | 25214 |
| Interquartile range (IQR) | 12468 |
Descriptive statistics
| Standard deviation | 8363.8998 |
|---|---|
| Coefficient of variation (CV) | 0.4478785 |
| Kurtosis | -0.85068858 |
| Mean | 18674.484 |
| Median Absolute Deviation (MAD) | 4018 |
| Skewness | 0.7695717 |
| Sum | 578909 |
| Variance | 69954819 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 9468 | 1 | 3.2% |
| 10513 | 1 | 3.2% |
| 34682 | 1 | 3.2% |
| 31247 | 1 | 3.2% |
| 34388 | 1 | 3.2% |
| 34245 | 1 | 3.2% |
| 30377 | 1 | 3.2% |
| 28614 | 1 | 3.2% |
| 29798 | 1 | 3.2% |
| 24592 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 9468 | 1 | |
| 10090 | 1 | |
| 10513 | 1 | |
| 10883 | 1 | |
| 11070 | 1 | |
| 11298 | 1 | |
| 11335 | 1 | |
| 11526 | 1 | |
| 11562 | 1 | |
| 11725 | 1 |
| Value | Count | Frequency (%) |
| 34682 | 1 | |
| 34388 | 1 | |
| 34245 | 1 | |
| 31247 | 1 | |
| 30377 | 1 | |
| 29798 | 1 | |
| 28614 | 1 | |
| 24592 | 1 | |
| 23432 | 1 | |
| 22513 | 1 |
저축은행_예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 745915.42 |
| Minimum | 393895 |
|---|---|
| Maximum | 1204007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 393895 |
|---|---|
| 5-th percentile | 417469 |
| Q1 | 524242 |
| median | 660541 |
| Q3 | 993877.5 |
| 95-th percentile | 1183893 |
| Maximum | 1204007 |
| Range | 810112 |
| Interquartile range (IQR) | 469635.5 |
Descriptive statistics
| Standard deviation | 275400.54 |
|---|---|
| Coefficient of variation (CV) | 0.36921148 |
| Kurtosis | -1.2195007 |
| Mean | 745915.42 |
| Median Absolute Deviation (MAD) | 190970 |
| Skewness | 0.51724904 |
| Sum | 23123378 |
| Variance | 7.5845456 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 393895 | 1 | 3.2% |
| 406933 | 1 | 3.2% |
| 1179500 | 1 | 3.2% |
| 1149996 | 1 | 3.2% |
| 1161700 | 1 | 3.2% |
| 1204007 | 1 | 3.2% |
| 1188286 | 1 | 3.2% |
| 1165388 | 1 | 3.2% |
| 1079835 | 1 | 3.2% |
| 1025807 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 393895 | 1 | |
| 406933 | 1 | |
| 428005 | 1 | |
| 451922 | 1 | |
| 463324 | 1 | |
| 473266 | 1 | |
| 494546 | 1 | |
| 512883 | 1 | |
| 535601 | 1 | |
| 548816 | 1 |
| Value | Count | Frequency (%) |
| 1204007 | 1 | |
| 1188286 | 1 | |
| 1179500 | 1 | |
| 1165388 | 1 | |
| 1161700 | 1 | |
| 1149996 | 1 | |
| 1079835 | 1 | |
| 1025807 | 1 | |
| 961948 | 1 | |
| 878497 | 1 |
저축은행_비부보예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55156.387 |
| Minimum | 6526 |
|---|---|
| Maximum | 164313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 6526 |
|---|---|
| 5-th percentile | 6931 |
| Q1 | 8658 |
| median | 44791 |
| Q3 | 82905.5 |
| 95-th percentile | 147216 |
| Maximum | 164313 |
| Range | 157787 |
| Interquartile range (IQR) | 74247.5 |
Descriptive statistics
| Standard deviation | 49736.925 |
|---|---|
| Coefficient of variation (CV) | 0.9017437 |
| Kurtosis | -0.56066596 |
| Mean | 55156.387 |
| Median Absolute Deviation (MAD) | 36475 |
| Skewness | 0.78889663 |
| Sum | 1709848 |
| Variance | 2.4737617 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 6681 | 1 | 3.2% |
| 7181 | 1 | 3.2% |
| 79757 | 1 | 3.2% |
| 69081 | 1 | 3.2% |
| 72003 | 1 | 3.2% |
| 95597 | 1 | 3.2% |
| 153965 | 1 | 3.2% |
| 164313 | 1 | 3.2% |
| 125800 | 1 | 3.2% |
| 140467 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 6526 | 1 | |
| 6681 | 1 | |
| 7181 | 1 | |
| 7201 | 1 | |
| 7823 | 1 | |
| 8154 | 1 | |
| 8213 | 1 | |
| 8316 | 1 | |
| 9000 | 1 | |
| 11110 | 1 |
| Value | Count | Frequency (%) |
| 164313 | 1 | |
| 153965 | 1 | |
| 140467 | 1 | |
| 130045 | 1 | |
| 125800 | 1 | |
| 109225 | 1 | |
| 95597 | 1 | |
| 86054 | 1 | |
| 79757 | 1 | |
| 79480 | 1 |
저축은행_부보예금
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 690758.97 |
| Minimum | 387214 |
|---|---|
| Maximum | 1108410 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 407.0 B |
Quantile statistics
| Minimum | 387214 |
|---|---|
| 5-th percentile | 410278 |
| Q1 | 513907 |
| median | 615750 |
| Q3 | 858621.5 |
| 95-th percentile | 1094720 |
| Maximum | 1108410 |
| Range | 721196 |
| Interquartile range (IQR) | 344714.5 |
Descriptive statistics
| Standard deviation | 232936.72 |
|---|---|
| Coefficient of variation (CV) | 0.33721852 |
| Kurtosis | -0.94124564 |
| Mean | 690758.97 |
| Median Absolute Deviation (MAD) | 150638 |
| Skewness | 0.62199164 |
| Sum | 21413528 |
| Variance | 5.4259515 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 387214 | 1 | 3.2% |
| 399752 | 1 | 3.2% |
| 1099743 | 1 | 3.2% |
| 1080915 | 1 | 3.2% |
| 1089697 | 1 | 3.2% |
| 1108410 | 1 | 3.2% |
| 1034320 | 1 | 3.2% |
| 1001075 | 1 | 3.2% |
| 954035 | 1 | 3.2% |
| 885340 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 387214 | 1 | |
| 399752 | 1 | |
| 420804 | 1 | |
| 444098 | 1 | |
| 455110 | 1 | |
| 465112 | 1 | |
| 486230 | 1 | |
| 506357 | 1 | |
| 521457 | 1 | |
| 539816 | 1 |
| Value | Count | Frequency (%) |
| 1108410 | 1 | |
| 1099743 | 1 | |
| 1089697 | 1 | |
| 1080915 | 1 | |
| 1034320 | 1 | |
| 1001075 | 1 | |
| 954035 | 1 | |
| 885340 | 1 | |
| 831903 | 1 | |
| 769272 | 1 |
| 기준일 | 은행_예금 | 은행_비부보예금 | 은행_부보예금 | 보험_예금 | 보험_비부보예금 | 보험_부보예금 | 금융투자_예금 | 금융투자_비부보예금 | 금융투자_부보예금 | 종금_예금 | 종금_비부보예금 | 종금_부보예금 | 저축은행_예금 | 저축은행_비부보예금 | 저축은행_부보예금 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 기준일 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 은행_예금 | 1.000 | 1.000 | 0.868 | 0.993 | 0.983 | 0.937 | 0.898 | 0.739 | 0.780 | 0.768 | 0.537 | 0.000 | 0.885 | 0.888 | 0.893 | 0.968 |
| 은행_비부보예금 | 1.000 | 0.868 | 1.000 | 0.709 | 0.875 | 0.839 | 0.861 | 0.062 | 0.795 | 0.434 | 0.000 | 0.000 | 0.800 | 0.881 | 0.508 | 0.765 |
| 은행_부보예금 | 1.000 | 0.993 | 0.709 | 1.000 | 0.962 | 0.912 | 0.923 | 0.805 | 0.735 | 0.835 | 0.496 | 0.385 | 0.872 | 0.901 | 0.842 | 0.934 |
| 보험_예금 | 1.000 | 0.983 | 0.875 | 0.962 | 1.000 | 0.993 | 0.984 | 0.639 | 0.720 | 0.473 | 0.539 | 0.522 | 0.809 | 0.852 | 0.450 | 0.921 |
| 보험_비부보예금 | 1.000 | 0.937 | 0.839 | 0.912 | 0.993 | 1.000 | 0.935 | 0.716 | 0.848 | 0.569 | 0.408 | 0.451 | 0.912 | 0.912 | 0.549 | 0.790 |
| 보험_부보예금 | 1.000 | 0.898 | 0.861 | 0.923 | 0.984 | 0.935 | 1.000 | 0.000 | 0.557 | 0.579 | 0.357 | 0.657 | 0.766 | 0.868 | 0.000 | 0.891 |
| 금융투자_예금 | 1.000 | 0.739 | 0.062 | 0.805 | 0.639 | 0.716 | 0.000 | 1.000 | 0.712 | 0.943 | 0.787 | 0.837 | 0.709 | 0.774 | 0.707 | 0.800 |
| 금융투자_비부보예금 | 1.000 | 0.780 | 0.795 | 0.735 | 0.720 | 0.848 | 0.557 | 0.712 | 1.000 | 0.673 | 0.517 | 0.550 | 0.903 | 0.815 | 0.748 | 0.832 |
| 금융투자_부보예금 | 1.000 | 0.768 | 0.434 | 0.835 | 0.473 | 0.569 | 0.579 | 0.943 | 0.673 | 1.000 | 0.807 | 0.538 | 0.845 | 0.782 | 0.791 | 0.801 |
| 종금_예금 | 1.000 | 0.537 | 0.000 | 0.496 | 0.539 | 0.408 | 0.357 | 0.787 | 0.517 | 0.807 | 1.000 | 0.000 | 0.706 | 0.578 | 0.674 | 0.713 |
| 종금_비부보예금 | 1.000 | 0.000 | 0.000 | 0.385 | 0.522 | 0.451 | 0.657 | 0.837 | 0.550 | 0.538 | 0.000 | 1.000 | 0.000 | 0.673 | 0.694 | 0.593 |
| 종금_부보예금 | 1.000 | 0.885 | 0.800 | 0.872 | 0.809 | 0.912 | 0.766 | 0.709 | 0.903 | 0.845 | 0.706 | 0.000 | 1.000 | 0.967 | 0.813 | 0.896 |
| 저축은행_예금 | 1.000 | 0.888 | 0.881 | 0.901 | 0.852 | 0.912 | 0.868 | 0.774 | 0.815 | 0.782 | 0.578 | 0.673 | 0.967 | 1.000 | 0.822 | 0.965 |
| 저축은행_비부보예금 | 1.000 | 0.893 | 0.508 | 0.842 | 0.450 | 0.549 | 0.000 | 0.707 | 0.748 | 0.791 | 0.674 | 0.694 | 0.813 | 0.822 | 1.000 | 0.933 |
| 저축은행_부보예금 | 1.000 | 0.968 | 0.765 | 0.934 | 0.921 | 0.790 | 0.891 | 0.800 | 0.832 | 0.801 | 0.713 | 0.593 | 0.896 | 0.965 | 0.933 | 1.000 |
| 은행_예금 | 은행_비부보예금 | 은행_부보예금 | 보험_예금 | 보험_비부보예금 | 보험_부보예금 | 금융투자_예금 | 금융투자_비부보예금 | 금융투자_부보예금 | 종금_예금 | 종금_비부보예금 | 종금_부보예금 | 저축은행_예금 | 저축은행_비부보예금 | 저축은행_부보예금 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 은행_예금 | 1.000 | 0.962 | 0.998 | 0.981 | 0.955 | 0.983 | 0.862 | 0.887 | 0.816 | 0.824 | -0.092 | 0.967 | 0.976 | 0.905 | 0.981 |
| 은행_비부보예금 | 0.962 | 1.000 | 0.957 | 0.966 | 0.938 | 0.964 | 0.812 | 0.839 | 0.775 | 0.762 | -0.166 | 0.929 | 0.966 | 0.922 | 0.956 |
| 은행_부보예금 | 0.998 | 0.957 | 1.000 | 0.972 | 0.946 | 0.975 | 0.849 | 0.867 | 0.810 | 0.823 | -0.087 | 0.962 | 0.967 | 0.899 | 0.971 |
| 보험_예금 | 0.981 | 0.966 | 0.972 | 1.000 | 0.974 | 0.999 | 0.877 | 0.904 | 0.830 | 0.828 | -0.116 | 0.971 | 0.997 | 0.931 | 0.995 |
| 보험_비부보예금 | 0.955 | 0.938 | 0.946 | 0.974 | 1.000 | 0.972 | 0.882 | 0.867 | 0.859 | 0.781 | -0.148 | 0.942 | 0.978 | 0.941 | 0.972 |
| 보험_부보예금 | 0.983 | 0.964 | 0.975 | 0.999 | 0.972 | 1.000 | 0.884 | 0.906 | 0.833 | 0.833 | -0.102 | 0.971 | 0.994 | 0.925 | 0.994 |
| 금융투자_예금 | 0.862 | 0.812 | 0.849 | 0.877 | 0.882 | 0.884 | 1.000 | 0.910 | 0.959 | 0.776 | 0.068 | 0.842 | 0.869 | 0.873 | 0.877 |
| 금융투자_비부보예금 | 0.887 | 0.839 | 0.867 | 0.904 | 0.867 | 0.906 | 0.910 | 1.000 | 0.813 | 0.803 | -0.025 | 0.890 | 0.900 | 0.833 | 0.910 |
| 금융투자_부보예금 | 0.816 | 0.775 | 0.810 | 0.830 | 0.859 | 0.833 | 0.959 | 0.813 | 1.000 | 0.727 | 0.104 | 0.789 | 0.831 | 0.879 | 0.826 |
| 종금_예금 | 0.824 | 0.762 | 0.823 | 0.828 | 0.781 | 0.833 | 0.776 | 0.803 | 0.727 | 1.000 | 0.366 | 0.870 | 0.823 | 0.781 | 0.831 |
| 종금_비부보예금 | -0.092 | -0.166 | -0.087 | -0.116 | -0.148 | -0.102 | 0.068 | -0.025 | 0.104 | 0.366 | 1.000 | -0.037 | -0.119 | -0.046 | -0.100 |
| 종금_부보예금 | 0.967 | 0.929 | 0.962 | 0.971 | 0.942 | 0.971 | 0.842 | 0.890 | 0.789 | 0.870 | -0.037 | 1.000 | 0.970 | 0.916 | 0.976 |
| 저축은행_예금 | 0.976 | 0.966 | 0.967 | 0.997 | 0.978 | 0.994 | 0.869 | 0.900 | 0.831 | 0.823 | -0.119 | 0.970 | 1.000 | 0.939 | 0.994 |
| 저축은행_비부보예금 | 0.905 | 0.922 | 0.899 | 0.931 | 0.941 | 0.925 | 0.873 | 0.833 | 0.879 | 0.781 | -0.046 | 0.916 | 0.939 | 1.000 | 0.919 |
| 저축은행_부보예금 | 0.981 | 0.956 | 0.971 | 0.995 | 0.972 | 0.994 | 0.877 | 0.910 | 0.826 | 0.831 | -0.100 | 0.976 | 0.994 | 0.919 | 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.
| 기준일 | 은행_예금 | 은행_비부보예금 | 은행_부보예금 | 보험_예금 | 보험_비부보예금 | 보험_부보예금 | 금융투자_예금 | 금융투자_비부보예금 | 금융투자_부보예금 | 종금_예금 | 종금_비부보예금 | 종금_부보예금 | 저축은행_예금 | 저축은행_비부보예금 | 저축은행_부보예금 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2016-03-31 | 13589332 | 2787048 | 10802284 | 7070132 | 639448 | 6430684 | 629194 | 365998 | 263195 | 39837 | 30369 | 9468 | 393895 | 6681 | 387214 |
| 1 | 2016-06-30 | 13803448 | 2763681 | 11039768 | 7213923 | 631605 | 6582317 | 638118 | 343429 | 294689 | 38074 | 27560 | 10513 | 406933 | 7181 | 399752 |
| 2 | 2016-09-30 | 15929163 | 3272358 | 12656805 | 7385114 | 661872 | 6723242 | 577200 | 307244 | 269956 | 37636 | 26566 | 11070 | 428005 | 7201 | 420804 |
| 3 | 2016-12-31 | 14446660 | 2925702 | 11520958 | 7628772 | 757778 | 6870994 | 576348 | 308894 | 267454 | 38517 | 26791 | 11725 | 451922 | 7823 | 444098 |
| 4 | 2017-03-31 | 14379856 | 2961384 | 11418472 | 7762034 | 756938 | 7005095 | 581474 | 314250 | 267224 | 41223 | 29661 | 11562 | 463324 | 8213 | 455110 |
| 5 | 2017-06-30 | 14646859 | 3204090 | 11442769 | 7906232 | 775341 | 7130891 | 655631 | 366897 | 288734 | 34738 | 23855 | 10883 | 473266 | 8154 | 465112 |
| 6 | 2017-09-30 | 14974295 | 3260541 | 11713754 | 8025663 | 777905 | 7247758 | 617340 | 340165 | 277175 | 37550 | 26252 | 11298 | 494546 | 8316 | 486230 |
| 7 | 2017-12-31 | 15245205 | 3264112 | 11981092 | 8216595 | 856292 | 7360303 | 656244 | 340868 | 315376 | 30479 | 20389 | 10090 | 512883 | 6526 | 506357 |
| 8 | 2018-03-31 | 15445745 | 3280209 | 12165536 | 8268599 | 817558 | 7451041 | 662408 | 342286 | 320122 | 41395 | 30060 | 11335 | 535601 | 14144 | 521457 |
| 9 | 2018-06-30 | 15639320 | 3479036 | 12160284 | 8411795 | 858788 | 7553007 | 719496 | 397286 | 322210 | 39098 | 27572 | 11526 | 548816 | 9000 | 539816 |
| 기준일 | 은행_예금 | 은행_비부보예금 | 은행_부보예금 | 보험_예금 | 보험_비부보예금 | 보험_부보예금 | 금융투자_예금 | 금융투자_비부보예금 | 금융투자_부보예금 | 종금_예금 | 종금_비부보예금 | 종금_부보예금 | 저축은행_예금 | 저축은행_비부보예금 | 저축은행_부보예금 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21 | 2021-06-30 | 20577606 | 4279201 | 16298405 | 9770161 | 1265184 | 8504978 | 1247229 | 470614 | 776614 | 53936 | 31423 | 22513 | 878497 | 109225 | 769272 |
| 22 | 2021-09-30 | 21014256 | 4511595 | 16502661 | 9826449 | 1240824 | 8585624 | 1361244 | 551050 | 810193 | 50396 | 26963 | 23432 | 961948 | 130045 | 831903 |
| 23 | 2021-12-31 | 21477898 | 4313083 | 17164814 | 10029329 | 1376228 | 8653101 | 1311163 | 496952 | 814211 | 48370 | 23779 | 24592 | 1025807 | 140467 | 885340 |
| 24 | 2022-03-31 | 21901642 | 4281984 | 17619657 | 10057461 | 1370098 | 8687362 | 1273804 | 519031 | 754773 | 56161 | 26363 | 29798 | 1079835 | 125800 | 954035 |
| 25 | 2022-06-30 | 22666395 | 4793894 | 17872501 | 10111630 | 1366630 | 8745000 | 1199092 | 517371 | 681721 | 53737 | 25123 | 28614 | 1165388 | 164313 | 1001075 |
| 26 | 2022-09-30 | 22714308 | 4746373 | 17967935 | 10130916 | 1361022 | 8769894 | 1167341 | 537287 | 630054 | 54192 | 23815 | 30377 | 1188286 | 153965 | 1034320 |
| 27 | 2022-12-31 | 22969210 | 4618310 | 18350900 | 10166106 | 1387016 | 8779090 | 1114737 | 550777 | 563960 | 53144 | 18900 | 34245 | 1204007 | 95597 | 1108410 |
| 28 | 2023-03-31 | 22723050 | 4434858 | 18288192 | 10072963 | 1329079 | 8743884 | 1173600 | 557121 | 616479 | 63828 | 29440 | 34388 | 1161700 | 72003 | 1089697 |
| 29 | 2023-06-30 | 23157828 | 4608101 | 18549727 | 10129656 | 1340042 | 8789614 | 1279872 | 640988 | 638884 | 59011 | 27764 | 31247 | 1149996 | 69081 | 1080915 |
| 30 | 2023-09-30 | 23054323 | 4609398 | 18444925 | 10185156 | 1337126 | 8848030 | 1249087 | 647788 | 601299 | 60788 | 26106 | 34682 | 1179500 | 79757 | 1099743 |