Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 30 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.0 KiB |
| Average record size in memory | 102.4 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 10 |
Dataset
| Description | 샘플 데이터 |
|---|---|
| Author | 신한은행 |
| URL | https://bigdata.seoul.go.kr/data/selectSampleData.do?sample_data_seq=320 |
총수신평잔_건수(DEP_TOT_AVJN_N) has unique values | Unique |
총수신평잔_총액(DEP_TOT_AVJN_TOT) has unique values | Unique |
유동성급여_가맹점매출_유동성연금_입금_건수(I_TOT_AMT_N) has unique values | Unique |
유동성급여_가맹점매출_유동성연금_입금총액(I_TOT_AMT_TOT) has unique values | Unique |
유동성급여_유동성연금_입금_건수(I_PAY_PENS_AMT_N) has unique values | Unique |
유동성급여_유동성연금_입금_총액(I_PAY_PENS_AMT_TOT) has unique values | Unique |
신용카드_체크카드_현금소비_현금인출_건수(C_TOT_AMT_N) has unique values | Unique |
신용카드_체크카드_현금소비_현금인출_총액(C_TOT_AMT_TOT) has unique values | Unique |
신용카드_체크카드_건수(C_CARDSUM_AMT_N) has unique values | Unique |
신용카드_체크카드_총액(C_CARDSUM_AMT_TOT) has unique values | Unique |
Reproduction
| Analysis started | 2023-12-10 14:57:40.989964 |
|---|---|
| Analysis finished | 2023-12-10 14:58:02.753800 |
| Duration | 21.76 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
상권코드(TRDAR_NO)
Text
| Distinct | 28 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 372.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 210 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 86.7% |
Sample
| 1st row | 1*0*3*1 |
|---|---|
| 2nd row | 1*0*0*9 |
| 3rd row | 1*0*2*5 |
| 4th row | 1*0*7*2 |
| 5th row | 1*0*5*1 |
| Value | Count | Frequency (%) |
| 1*0*5*0 | 2 | 6.7% |
| 1*0*3*0 | 2 | 6.7% |
| 1*0*3*1 | 1 | 3.3% |
| 1*0*2*9 | 1 | 3.3% |
| 1*0*9*7 | 1 | 3.3% |
| 1*0*0*3 | 1 | 3.3% |
| 1*0*2*0 | 1 | 3.3% |
| 1*0*7*0 | 1 | 3.3% |
| 1*0*2*1 | 1 | 3.3% |
| 1*0*7*8 | 1 | 3.3% |
| Other values (18) | 18 |
Most occurring characters
| Value | Count | Frequency (%) |
| * | 90 | |
| 0 | 40 | |
| 1 | 37 | |
| 5 | 8 | 3.8% |
| 3 | 7 | 3.3% |
| 2 | 7 | 3.3% |
| 7 | 6 | 2.9% |
| 8 | 5 | 2.4% |
| 9 | 5 | 2.4% |
| 4 | 3 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 120 | |
| Other Punctuation | 90 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 1 | 37 | |
| 5 | 8 | 6.7% |
| 3 | 7 | 5.8% |
| 2 | 7 | 5.8% |
| 7 | 6 | 5.0% |
| 8 | 5 | 4.2% |
| 9 | 5 | 4.2% |
| 4 | 3 | 2.5% |
| 6 | 2 | 1.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| * | 90 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 210 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| * | 90 | |
| 0 | 40 | |
| 1 | 37 | |
| 5 | 8 | 3.8% |
| 3 | 7 | 3.3% |
| 2 | 7 | 3.3% |
| 7 | 6 | 2.9% |
| 8 | 5 | 2.4% |
| 9 | 5 | 2.4% |
| 4 | 3 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 210 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| * | 90 | |
| 0 | 40 | |
| 1 | 37 | |
| 5 | 8 | 3.8% |
| 3 | 7 | 3.3% |
| 2 | 7 | 3.3% |
| 7 | 6 | 2.9% |
| 8 | 5 | 2.4% |
| 9 | 5 | 2.4% |
| 4 | 3 | 1.4% |
총수신평잔_건수(DEP_TOT_AVJN_N)
Real number (ℝ)
UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95031.333 |
| Minimum | 14723 |
|---|---|
| Maximum | 179692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 14723 |
|---|---|
| 5-th percentile | 41465.8 |
| Q1 | 51558.25 |
| median | 92361 |
| Q3 | 131993.75 |
| 95-th percentile | 177103.9 |
| Maximum | 179692 |
| Range | 164969 |
| Interquartile range (IQR) | 80435.5 |
Descriptive statistics
| Standard deviation | 48559.078 |
|---|---|
| Coefficient of variation (CV) | 0.51097966 |
| Kurtosis | -1.0843334 |
| Mean | 95031.333 |
| Median Absolute Deviation (MAD) | 41695 |
| Skewness | 0.36401178 |
| Sum | 2850940 |
| Variance | 2.3579841 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 133657 | 1 | 3.3% |
| 178075 | 1 | 3.3% |
| 69012 | 1 | 3.3% |
| 46333 | 1 | 3.3% |
| 119166 | 1 | 3.3% |
| 46102 | 1 | 3.3% |
| 90513 | 1 | 3.3% |
| 143064 | 1 | 3.3% |
| 127004 | 1 | 3.3% |
| 171347 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 14723 | 1 | |
| 39160 | 1 | |
| 44284 | 1 | |
| 45227 | 1 | |
| 46102 | 1 | |
| 46333 | 1 | |
| 50211 | 1 | |
| 50267 | 1 | |
| 55432 | 1 | |
| 56338 | 1 |
| Value | Count | Frequency (%) |
| 179692 | 1 | |
| 178075 | 1 | |
| 175917 | 1 | |
| 171347 | 1 | |
| 157580 | 1 | |
| 143064 | 1 | |
| 138744 | 1 | |
| 133657 | 1 | |
| 127004 | 1 | |
| 119166 | 1 |
총수신평잔_총액(DEP_TOT_AVJN_TOT)
Real number (ℝ)
UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6191537 × 1011 |
| Minimum | 1.4857511 × 1011 |
|---|---|
| Maximum | 1.5373999 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 1.4857511 × 1011 |
|---|---|
| 5-th percentile | 2.044895 × 1011 |
| Q1 | 4.4854705 × 1011 |
| median | 5.4305481 × 1011 |
| Q3 | 6.2024981 × 1011 |
| 95-th percentile | 9.2164404 × 1011 |
| Maximum | 1.5373999 × 1012 |
| Range | 1.3888248 × 1012 |
| Interquartile range (IQR) | 1.7170276 × 1011 |
Descriptive statistics
| Standard deviation | 2.6689032 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.47496532 |
| Kurtosis | 5.2426582 |
| Mean | 5.6191537 × 1011 |
| Median Absolute Deviation (MAD) | 9.3828154 × 1010 |
| Skewness | 1.6343273 |
| Sum | 1.6857461 × 1013 |
| Variance | 7.1230441 × 1022 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 515798986015.899 | 1 | 3.3% |
| 179470739247.881 | 1 | 3.3% |
| 886153870662.248 | 1 | 3.3% |
| 235067995321.191 | 1 | 3.3% |
| 593384838293.469 | 1 | 3.3% |
| 950681454917.988 | 1 | 3.3% |
| 489832115940.029 | 1 | 3.3% |
| 538073066267.345 | 1 | 3.3% |
| 601914328614.131 | 1 | 3.3% |
| 276296098911.848 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 148575108541.393 | 1 | |
| 179470739247.881 | 1 | |
| 235067995321.191 | 1 | |
| 276296098911.848 | 1 | |
| 287305464075.62 | 1 | |
| 362458976536.553 | 1 | |
| 446780893793.269 | 1 | |
| 447867448486.866 | 1 | |
| 450585860297.208 | 1 | |
| 469202528992.642 | 1 |
| Value | Count | Frequency (%) |
| 1537399899622.57 | 1 | |
| 950681454917.988 | 1 | |
| 886153870662.248 | 1 | |
| 862853904352.134 | 1 | |
| 741644547716.12 | 1 | |
| 736647827106.907 | 1 | |
| 659157294088.962 | 1 | |
| 626361632817.664 | 1 | |
| 601914328614.131 | 1 | |
| 597191676971.774 | 1 |
유동성급여_가맹점매출_유동성연금_입금_건수(I_TOT_AMT_N)
Real number (ℝ)
UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13195.3 |
| Minimum | 3376 |
|---|---|
| Maximum | 27436 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 3376 |
|---|---|
| 5-th percentile | 6293.5 |
| Q1 | 8965.75 |
| median | 12094 |
| Q3 | 15874.5 |
| 95-th percentile | 24250.75 |
| Maximum | 27436 |
| Range | 24060 |
| Interquartile range (IQR) | 6908.75 |
Descriptive statistics
| Standard deviation | 5876.3956 |
|---|---|
| Coefficient of variation (CV) | 0.44534006 |
| Kurtosis | 0.14378673 |
| Mean | 13195.3 |
| Median Absolute Deviation (MAD) | 3770 |
| Skewness | 0.70129465 |
| Sum | 395859 |
| Variance | 34532026 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 15541 | 1 | 3.3% |
| 10074 | 1 | 3.3% |
| 7251 | 1 | 3.3% |
| 18403 | 1 | 3.3% |
| 8900 | 1 | 3.3% |
| 5992 | 1 | 3.3% |
| 9860 | 1 | 3.3% |
| 22411 | 1 | 3.3% |
| 15885 | 1 | 3.3% |
| 15616 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 3376 | 1 | |
| 5992 | 1 | |
| 6662 | 1 | |
| 6687 | 1 | |
| 7251 | 1 | |
| 7638 | 1 | |
| 8233 | 1 | |
| 8900 | 1 | |
| 9163 | 1 | |
| 9860 | 1 |
| Value | Count | Frequency (%) |
| 27436 | 1 | |
| 25756 | 1 | |
| 22411 | 1 | |
| 20854 | 1 | |
| 18566 | 1 | |
| 18403 | 1 | |
| 16112 | 1 | |
| 15885 | 1 | |
| 15843 | 1 | |
| 15616 | 1 |
유동성급여_가맹점매출_유동성연금_입금총액(I_TOT_AMT_TOT)
Real number (ℝ)
UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5060966 × 1010 |
| Minimum | 9.8430046 × 109 |
|---|---|
| Maximum | 7.883682 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 9.8430046 × 109 |
|---|---|
| 5-th percentile | 1.1897348 × 1010 |
| Q1 | 3.2682776 × 1010 |
| median | 4.371258 × 1010 |
| Q3 | 6.2843974 × 1010 |
| 95-th percentile | 7.5397202 × 1010 |
| Maximum | 7.883682 × 1010 |
| Range | 6.8993815 × 1010 |
| Interquartile range (IQR) | 3.0161199 × 1010 |
Descriptive statistics
| Standard deviation | 1.9391634 × 1010 |
|---|---|
| Coefficient of variation (CV) | 0.43034217 |
| Kurtosis | -0.77936439 |
| Mean | 4.5060966 × 1010 |
| Median Absolute Deviation (MAD) | 1.5190971 × 1010 |
| Skewness | -0.051036402 |
| Sum | 1.351829 × 1012 |
| Variance | 3.7603547 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 33661396321.296 | 1 | 3.3% |
| 43368924591.6198 | 1 | 3.3% |
| 64223242504.3384 | 1 | 3.3% |
| 22519302551.0802 | 1 | 3.3% |
| 12925996562.0272 | 1 | 3.3% |
| 64232058777.3211 | 1 | 3.3% |
| 24296662783.0917 | 1 | 3.3% |
| 11055727087.0855 | 1 | 3.3% |
| 61179219339.4404 | 1 | 3.3% |
| 38678892345.033 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 9843004611.019 | 1 | |
| 11055727087.0855 | 1 | |
| 12925996562.0272 | 1 | |
| 22519302551.0802 | 1 | |
| 24296662783.0917 | 1 | |
| 26196893770.2946 | 1 | |
| 30797278314.0522 | 1 | |
| 32356568820.936 | 1 | |
| 33661396321.296 | 1 | |
| 36453833005.2189 | 1 |
| Value | Count | Frequency (%) |
| 78836819871.9227 | 1 | |
| 76817841988.708 | 1 | |
| 73660863936.1648 | 1 | |
| 68767629747.602 | 1 | |
| 64532874155.8356 | 1 | |
| 64232058777.3211 | 1 | |
| 64223242504.3384 | 1 | |
| 63398892798.0772 | 1 | |
| 61179219339.4404 | 1 | |
| 56135235489.1854 | 1 |
유동성급여_유동성연금_입금_건수(I_PAY_PENS_AMT_N)
Real number (ℝ)
UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17070.433 |
| Minimum | 2797 |
|---|---|
| Maximum | 32356 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 2797 |
|---|---|
| 5-th percentile | 4222.7 |
| Q1 | 11129 |
| median | 16216 |
| Q3 | 22975 |
| 95-th percentile | 29978.55 |
| Maximum | 32356 |
| Range | 29559 |
| Interquartile range (IQR) | 11846 |
Descriptive statistics
| Standard deviation | 8167.0929 |
|---|---|
| Coefficient of variation (CV) | 0.47843501 |
| Kurtosis | -0.88453361 |
| Mean | 17070.433 |
| Median Absolute Deviation (MAD) | 6002 |
| Skewness | 0.086595902 |
| Sum | 512113 |
| Variance | 66701406 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 26998 | 1 | 3.3% |
| 22861 | 1 | 3.3% |
| 32356 | 1 | 3.3% |
| 16333 | 1 | 3.3% |
| 19799 | 1 | 3.3% |
| 23921 | 1 | 3.3% |
| 13437 | 1 | 3.3% |
| 26949 | 1 | 3.3% |
| 21333 | 1 | 3.3% |
| 13304 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2797 | 1 | |
| 3392 | 1 | |
| 5238 | 1 | |
| 6585 | 1 | |
| 9312 | 1 | |
| 10373 | 1 | |
| 10663 | 1 | |
| 10997 | 1 | |
| 11525 | 1 | |
| 12633 | 1 |
| Value | Count | Frequency (%) |
| 32356 | 1 | |
| 30654 | 1 | |
| 29153 | 1 | |
| 26998 | 1 | |
| 26949 | 1 | |
| 24411 | 1 | |
| 23921 | 1 | |
| 23013 | 1 | |
| 22861 | 1 | |
| 22377 | 1 |
유동성급여_유동성연금_입금_총액(I_PAY_PENS_AMT_TOT)
Real number (ℝ)
UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1137548 × 1010 |
| Minimum | 3.4209972 × 109 |
|---|---|
| Maximum | 7.1716869 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 3.4209972 × 109 |
|---|---|
| 5-th percentile | 1.1280747 × 1010 |
| Q1 | 1.9335782 × 1010 |
| median | 2.6893066 × 1010 |
| Q3 | 3.8406058 × 1010 |
| 95-th percentile | 5.8079085 × 1010 |
| Maximum | 7.1716869 × 1010 |
| Range | 6.8295872 × 1010 |
| Interquartile range (IQR) | 1.9070276 × 1010 |
Descriptive statistics
| Standard deviation | 1.6190916 × 1010 |
|---|---|
| Coefficient of variation (CV) | 0.51998046 |
| Kurtosis | 0.058025435 |
| Mean | 3.1137548 × 1010 |
| Median Absolute Deviation (MAD) | 8.6892582 × 109 |
| Skewness | 0.72806399 |
| Sum | 9.3412643 × 1011 |
| Variance | 2.6214577 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 38817786202.2736 | 1 | 3.3% |
| 32684569082.4269 | 1 | 3.3% |
| 57629088101.1918 | 1 | 3.3% |
| 23146564072.211 | 1 | 3.3% |
| 49079789921.292 | 1 | 3.3% |
| 17437782761.9685 | 1 | 3.3% |
| 25949081584.1027 | 1 | 3.3% |
| 47205863000.1212 | 1 | 3.3% |
| 47527465767.8298 | 1 | 3.3% |
| 27837051220.086 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 3420997176.964 | 1 | |
| 9333399043.924 | 1 | |
| 13660839351.1294 | 1 | |
| 16223069785.9515 | 1 | |
| 17437782761.9685 | 1 | |
| 18532131939.234 | 1 | |
| 18689952943.2318 | 1 | |
| 19023294546.204 | 1 | |
| 20273243767.9357 | 1 | |
| 21512712368.102 | 1 |
| Value | Count | Frequency (%) |
| 71716868866.0773 | 1 | |
| 58447264461.1747 | 1 | |
| 57629088101.1918 | 1 | |
| 56101428011.2949 | 1 | |
| 49079789921.292 | 1 | |
| 47527465767.8298 | 1 | |
| 47205863000.1212 | 1 | |
| 38817786202.2736 | 1 | |
| 37170873390.2939 | 1 | |
| 35910648271.1733 | 1 |
신용카드_체크카드_현금소비_현금인출_건수(C_TOT_AMT_N)
Real number (ℝ)
UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41443.767 |
| Minimum | 10648 |
|---|---|
| Maximum | 83624 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 10648 |
|---|---|
| 5-th percentile | 13558.15 |
| Q1 | 26859.75 |
| median | 40969 |
| Q3 | 50288.75 |
| 95-th percentile | 80080.9 |
| Maximum | 83624 |
| Range | 72976 |
| Interquartile range (IQR) | 23429 |
Descriptive statistics
| Standard deviation | 19764.677 |
|---|---|
| Coefficient of variation (CV) | 0.4769035 |
| Kurtosis | -0.29951982 |
| Mean | 41443.767 |
| Median Absolute Deviation (MAD) | 14070.5 |
| Skewness | 0.52541584 |
| Sum | 1243313 |
| Variance | 3.9064247 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 59361 | 1 | 3.3% |
| 49083 | 1 | 3.3% |
| 39231 | 1 | 3.3% |
| 83624 | 1 | 3.3% |
| 49194 | 1 | 3.3% |
| 26734 | 1 | 3.3% |
| 10648 | 1 | 3.3% |
| 25508 | 1 | 3.3% |
| 29427 | 1 | 3.3% |
| 42707 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 10648 | 1 | |
| 12880 | 1 | |
| 14387 | 1 | |
| 18675 | 1 | |
| 22024 | 1 | |
| 25508 | 1 | |
| 26734 | 1 | |
| 26821 | 1 | |
| 26976 | 1 | |
| 29427 | 1 |
| Value | Count | Frequency (%) |
| 83624 | 1 | |
| 81070 | 1 | |
| 78872 | 1 | |
| 63476 | 1 | |
| 60996 | 1 | |
| 59361 | 1 | |
| 57073 | 1 | |
| 50347 | 1 | |
| 50114 | 1 | |
| 49194 | 1 |
신용카드_체크카드_현금소비_현금인출_총액(C_TOT_AMT_TOT)
Real number (ℝ)
UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.5215549 × 1010 |
| Minimum | 2.1615257 × 1010 |
|---|---|
| Maximum | 1.7161243 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 2.1615257 × 1010 |
|---|---|
| 5-th percentile | 3.4183333 × 1010 |
| Q1 | 6.0894698 × 1010 |
| median | 8.2302503 × 1010 |
| Q3 | 1.0829584 × 1011 |
| 95-th percentile | 1.4790318 × 1011 |
| Maximum | 1.7161243 × 1011 |
| Range | 1.4999718 × 1011 |
| Interquartile range (IQR) | 4.7401138 × 1010 |
Descriptive statistics
| Standard deviation | 3.648276 × 1010 |
|---|---|
| Coefficient of variation (CV) | 0.42812328 |
| Kurtosis | 0.022178764 |
| Mean | 8.5215549 × 1010 |
| Median Absolute Deviation (MAD) | 2.4618737 × 1010 |
| Skewness | 0.47228338 |
| Sum | 2.5564665 × 1012 |
| Variance | 1.3309918 × 1021 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 55016369053.9428 | 1 | 3.3% |
| 89941406420.833 | 1 | 3.3% |
| 130460761870.847 | 1 | 3.3% |
| 89404793571.7482 | 1 | 3.3% |
| 110395554397.034 | 1 | 3.3% |
| 160334194711.747 | 1 | 3.3% |
| 65437366698.958 | 1 | 3.3% |
| 132709722626.618 | 1 | 3.3% |
| 101996679480.327 | 1 | 3.3% |
| 60351162215.175 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 21615257136.3197 | 1 | |
| 32056244811.2037 | 1 | |
| 36783108563.2211 | 1 | |
| 41771170070.2852 | 1 | |
| 43858925592.226 | 1 | |
| 51352366384.042 | 1 | |
| 55016369053.9428 | 1 | |
| 60351162215.175 | 1 | |
| 62525305756.3196 | 1 | |
| 65437366698.958 | 1 |
| Value | Count | Frequency (%) |
| 171612432927.853 | 1 | |
| 160334194711.747 | 1 | |
| 132709722626.618 | 1 | |
| 130460761870.847 | 1 | |
| 123107790897.779 | 1 | |
| 115269038717.49 | 1 | |
| 114364000834.577 | 1 | |
| 110395554397.034 | 1 | |
| 101996679480.327 | 1 | |
| 100341653514.023 | 1 |
신용카드_체크카드_건수(C_CARDSUM_AMT_N)
Real number (ℝ)
UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31235.867 |
| Minimum | 5654 |
|---|---|
| Maximum | 76189 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 5654 |
|---|---|
| 5-th percentile | 7789.45 |
| Q1 | 19603 |
| median | 30519.5 |
| Q3 | 41041.25 |
| 95-th percentile | 61051.35 |
| Maximum | 76189 |
| Range | 70535 |
| Interquartile range (IQR) | 21438.25 |
Descriptive statistics
| Standard deviation | 17122.819 |
|---|---|
| Coefficient of variation (CV) | 0.54817814 |
| Kurtosis | 0.99716146 |
| Mean | 31235.867 |
| Median Absolute Deviation (MAD) | 10758.5 |
| Skewness | 0.77357016 |
| Sum | 937076 |
| Variance | 2.9319094 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 40757 | 1 | 3.3% |
| 9209 | 1 | 3.3% |
| 25507 | 1 | 3.3% |
| 29651 | 1 | 3.3% |
| 15849 | 1 | 3.3% |
| 46102 | 1 | 3.3% |
| 45081 | 1 | 3.3% |
| 34884 | 1 | 3.3% |
| 33526 | 1 | 3.3% |
| 31388 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 5654 | 1 | |
| 6628 | 1 | |
| 9209 | 1 | |
| 9748 | 1 | |
| 12719 | 1 | |
| 13775 | 1 | |
| 15849 | 1 | |
| 19551 | 1 | |
| 19759 | 1 | |
| 22559 | 1 |
| Value | Count | Frequency (%) |
| 76189 | 1 | |
| 72687 | 1 | |
| 46830 | 1 | |
| 46102 | 1 | |
| 45081 | 1 | |
| 41661 | 1 | |
| 41276 | 1 | |
| 41136 | 1 | |
| 40757 | 1 | |
| 39603 | 1 |
신용카드_체크카드_총액(C_CARDSUM_AMT_TOT)
Real number (ℝ)
UNIQUE
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8318591 × 1010 |
| Minimum | 1.2122063 × 1010 |
|---|---|
| Maximum | 8.7053403 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 402.0 B |
Quantile statistics
| Minimum | 1.2122063 × 1010 |
|---|---|
| 5-th percentile | 1.7950581 × 1010 |
| Q1 | 3.9607532 × 1010 |
| median | 4.6429012 × 1010 |
| Q3 | 5.9267598 × 1010 |
| 95-th percentile | 8.1303966 × 1010 |
| Maximum | 8.7053403 × 1010 |
| Range | 7.4931339 × 1010 |
| Interquartile range (IQR) | 1.9660066 × 1010 |
Descriptive statistics
| Standard deviation | 1.898631 × 1010 |
|---|---|
| Coefficient of variation (CV) | 0.39294006 |
| Kurtosis | -0.11206061 |
| Mean | 4.8318591 × 1010 |
| Median Absolute Deviation (MAD) | 9.4554317 × 109 |
| Skewness | 0.18582232 |
| Sum | 1.4495577 × 1012 |
| Variance | 3.6047998 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 55563382039.7088 | 1 | 3.3% |
| 32686610020.9565 | 1 | 3.3% |
| 55059406131.9896 | 1 | 3.3% |
| 49103217363.2634 | 1 | 3.3% |
| 45147740443.4285 | 1 | 3.3% |
| 42696841126.2166 | 1 | 3.3% |
| 49987083627.2213 | 1 | 3.3% |
| 40477941443.142 | 1 | 3.3% |
| 24630639051.2107 | 1 | 3.3% |
| 60502337026.7215 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 12122063279.1232 | 1 | |
| 12485078744.0812 | 1 | |
| 24630639051.2107 | 1 | |
| 24956194940.4539 | 1 | |
| 28040218563.0409 | 1 | |
| 32686610020.9565 | 1 | |
| 36652518738.1663 | 1 | |
| 39344988363.3665 | 1 | |
| 40395162230.0971 | 1 | |
| 40477941443.142 | 1 |
| Value | Count | Frequency (%) |
| 87053402729.7296 | 1 | |
| 85653584793.1506 | 1 | |
| 75987765170.4404 | 1 | |
| 75072025748.4105 | 1 | |
| 69083674258.9736 | 1 | |
| 65343615632.0125 | 1 | |
| 62719073026.0103 | 1 | |
| 60502337026.7215 | 1 | |
| 55563382039.7088 | 1 | |
| 55521279794.6124 | 1 |
| 상권코드(TRDAR_NO) | 총수신평잔_건수(DEP_TOT_AVJN_N) | 총수신평잔_총액(DEP_TOT_AVJN_TOT) | 유동성급여_가맹점매출_유동성연금_입금_건수(I_TOT_AMT_N) | 유동성급여_가맹점매출_유동성연금_입금총액(I_TOT_AMT_TOT) | 유동성급여_유동성연금_입금_건수(I_PAY_PENS_AMT_N) | 유동성급여_유동성연금_입금_총액(I_PAY_PENS_AMT_TOT) | 신용카드_체크카드_현금소비_현금인출_건수(C_TOT_AMT_N) | 신용카드_체크카드_현금소비_현금인출_총액(C_TOT_AMT_TOT) | 신용카드_체크카드_건수(C_CARDSUM_AMT_N) | 신용카드_체크카드_총액(C_CARDSUM_AMT_TOT) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 상권코드(TRDAR_NO) | 1.000 | 0.774 | 0.981 | 0.859 | 0.934 | 0.982 | 0.886 | 0.827 | 0.000 | 0.960 | 0.839 |
| 총수신평잔_건수(DEP_TOT_AVJN_N) | 0.774 | 1.000 | 0.000 | 0.340 | 0.520 | 0.601 | 0.578 | 0.766 | 0.585 | 0.535 | 0.084 |
| 총수신평잔_총액(DEP_TOT_AVJN_TOT) | 0.981 | 0.000 | 1.000 | 0.217 | 0.492 | 0.340 | 0.472 | 0.000 | 0.332 | 0.000 | 0.000 |
| 유동성급여_가맹점매출_유동성연금_입금_건수(I_TOT_AMT_N) | 0.859 | 0.340 | 0.217 | 1.000 | 0.556 | 0.043 | 0.618 | 0.000 | 0.304 | 0.000 | 0.000 |
| 유동성급여_가맹점매출_유동성연금_입금총액(I_TOT_AMT_TOT) | 0.934 | 0.520 | 0.492 | 0.556 | 1.000 | 0.737 | 0.543 | 0.000 | 0.479 | 0.000 | 0.000 |
| 유동성급여_유동성연금_입금_건수(I_PAY_PENS_AMT_N) | 0.982 | 0.601 | 0.340 | 0.043 | 0.737 | 1.000 | 0.773 | 0.037 | 0.000 | 0.378 | 0.000 |
| 유동성급여_유동성연금_입금_총액(I_PAY_PENS_AMT_TOT) | 0.886 | 0.578 | 0.472 | 0.618 | 0.543 | 0.773 | 1.000 | 0.546 | 0.315 | 0.261 | 0.539 |
| 신용카드_체크카드_현금소비_현금인출_건수(C_TOT_AMT_N) | 0.827 | 0.766 | 0.000 | 0.000 | 0.000 | 0.037 | 0.546 | 1.000 | 0.000 | 0.000 | 0.268 |
| 신용카드_체크카드_현금소비_현금인출_총액(C_TOT_AMT_TOT) | 0.000 | 0.585 | 0.332 | 0.304 | 0.479 | 0.000 | 0.315 | 0.000 | 1.000 | 0.000 | 0.000 |
| 신용카드_체크카드_건수(C_CARDSUM_AMT_N) | 0.960 | 0.535 | 0.000 | 0.000 | 0.000 | 0.378 | 0.261 | 0.000 | 0.000 | 1.000 | 0.000 |
| 신용카드_체크카드_총액(C_CARDSUM_AMT_TOT) | 0.839 | 0.084 | 0.000 | 0.000 | 0.000 | 0.000 | 0.539 | 0.268 | 0.000 | 0.000 | 1.000 |
| 총수신평잔_건수(DEP_TOT_AVJN_N) | 총수신평잔_총액(DEP_TOT_AVJN_TOT) | 유동성급여_가맹점매출_유동성연금_입금_건수(I_TOT_AMT_N) | 유동성급여_가맹점매출_유동성연금_입금총액(I_TOT_AMT_TOT) | 유동성급여_유동성연금_입금_건수(I_PAY_PENS_AMT_N) | 유동성급여_유동성연금_입금_총액(I_PAY_PENS_AMT_TOT) | 신용카드_체크카드_현금소비_현금인출_건수(C_TOT_AMT_N) | 신용카드_체크카드_현금소비_현금인출_총액(C_TOT_AMT_TOT) | 신용카드_체크카드_건수(C_CARDSUM_AMT_N) | 신용카드_체크카드_총액(C_CARDSUM_AMT_TOT) | |
|---|---|---|---|---|---|---|---|---|---|---|
| 총수신평잔_건수(DEP_TOT_AVJN_N) | 1.000 | 0.240 | 0.020 | -0.048 | -0.059 | 0.108 | -0.049 | -0.386 | -0.187 | -0.169 |
| 총수신평잔_총액(DEP_TOT_AVJN_TOT) | 0.240 | 1.000 | -0.402 | 0.176 | -0.067 | 0.206 | -0.058 | 0.058 | -0.000 | -0.026 |
| 유동성급여_가맹점매출_유동성연금_입금_건수(I_TOT_AMT_N) | 0.020 | -0.402 | 1.000 | -0.137 | 0.029 | 0.060 | -0.034 | -0.002 | -0.107 | 0.142 |
| 유동성급여_가맹점매출_유동성연금_입금총액(I_TOT_AMT_TOT) | -0.048 | 0.176 | -0.137 | 1.000 | -0.050 | -0.279 | -0.138 | -0.206 | -0.332 | -0.117 |
| 유동성급여_유동성연금_입금_건수(I_PAY_PENS_AMT_N) | -0.059 | -0.067 | 0.029 | -0.050 | 1.000 | 0.327 | -0.014 | 0.426 | 0.094 | -0.018 |
| 유동성급여_유동성연금_입금_총액(I_PAY_PENS_AMT_TOT) | 0.108 | 0.206 | 0.060 | -0.279 | 0.327 | 1.000 | 0.325 | 0.193 | -0.301 | 0.055 |
| 신용카드_체크카드_현금소비_현금인출_건수(C_TOT_AMT_N) | -0.049 | -0.058 | -0.034 | -0.138 | -0.014 | 0.325 | 1.000 | -0.028 | -0.435 | 0.261 |
| 신용카드_체크카드_현금소비_현금인출_총액(C_TOT_AMT_TOT) | -0.386 | 0.058 | -0.002 | -0.206 | 0.426 | 0.193 | -0.028 | 1.000 | 0.038 | -0.199 |
| 신용카드_체크카드_건수(C_CARDSUM_AMT_N) | -0.187 | -0.000 | -0.107 | -0.332 | 0.094 | -0.301 | -0.435 | 0.038 | 1.000 | 0.045 |
| 신용카드_체크카드_총액(C_CARDSUM_AMT_TOT) | -0.169 | -0.026 | 0.142 | -0.117 | -0.018 | 0.055 | 0.261 | -0.199 | 0.045 | 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.
| 상권코드(TRDAR_NO) | 총수신평잔_건수(DEP_TOT_AVJN_N) | 총수신평잔_총액(DEP_TOT_AVJN_TOT) | 유동성급여_가맹점매출_유동성연금_입금_건수(I_TOT_AMT_N) | 유동성급여_가맹점매출_유동성연금_입금총액(I_TOT_AMT_TOT) | 유동성급여_유동성연금_입금_건수(I_PAY_PENS_AMT_N) | 유동성급여_유동성연금_입금_총액(I_PAY_PENS_AMT_TOT) | 신용카드_체크카드_현금소비_현금인출_건수(C_TOT_AMT_N) | 신용카드_체크카드_현금소비_현금인출_총액(C_TOT_AMT_TOT) | 신용카드_체크카드_건수(C_CARDSUM_AMT_N) | 신용카드_체크카드_총액(C_CARDSUM_AMT_TOT) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1*0*3*1 | 133657 | 515798986015.898987 | 15541 | 33661396321.296001 | 26998 | 38817786202.273598 | 59361 | 55016369053.942802 | 40757 | 55563382039.708801 |
| 1 | 1*0*0*9 | 44284 | 548036549593.492981 | 15098 | 39665442622.005997 | 22377 | 37170873390.2939 | 47794 | 171612432927.852997 | 41136 | 41181166685.208702 |
| 2 | 1*0*2*5 | 175917 | 1537399899622.570068 | 7638 | 26196893770.294601 | 13787 | 71716868866.077301 | 78872 | 71930721759.3638 | 13775 | 36652518738.166298 |
| 3 | 1*0*7*2 | 157580 | 659157294088.962036 | 6687 | 78836819871.922699 | 16099 | 18689952943.2318 | 12880 | 36783108563.2211 | 39603 | 24956194940.453899 |
| 4 | 1*0*5*1 | 50211 | 450585860297.208008 | 10880 | 63398892798.077202 | 21797 | 24498432602.061501 | 50347 | 51352366384.042 | 6628 | 75072025748.410507 |
| 5 | 1*0*5*0 | 67282 | 560686487406.463989 | 14209 | 45998835982.133499 | 10373 | 32606826169.905998 | 26976 | 32056244811.203701 | 27934 | 40395162230.097099 |
| 6 | 1*0*4*7 | 97777 | 549408819447.807983 | 10681 | 56135235489.185402 | 9312 | 16223069785.9515 | 22024 | 92023311989.579407 | 19551 | 12485078744.0812 |
| 7 | 1*0*0*5 | 116783 | 484960548643.606018 | 10577 | 44056236124.5233 | 3392 | 9333399043.924 | 26821 | 21615257136.319698 | 72687 | 55521279794.612396 |
| 8 | 1*0*7*1 | 50267 | 447867448486.866028 | 25756 | 47416998100.845596 | 30654 | 20273243767.935699 | 32303 | 123107790897.779007 | 19759 | 47710284406.077904 |
| 9 | 1*0*1*2 | 58555 | 446780893793.268982 | 15843 | 76817841988.707993 | 10997 | 18532131939.234001 | 32242 | 62525305756.319603 | 25403 | 28040218563.040901 |
| 상권코드(TRDAR_NO) | 총수신평잔_건수(DEP_TOT_AVJN_N) | 총수신평잔_총액(DEP_TOT_AVJN_TOT) | 유동성급여_가맹점매출_유동성연금_입금_건수(I_TOT_AMT_N) | 유동성급여_가맹점매출_유동성연금_입금총액(I_TOT_AMT_TOT) | 유동성급여_유동성연금_입금_건수(I_PAY_PENS_AMT_N) | 유동성급여_유동성연금_입금_총액(I_PAY_PENS_AMT_TOT) | 신용카드_체크카드_현금소비_현금인출_건수(C_TOT_AMT_N) | 신용카드_체크카드_현금소비_현금인출_총액(C_TOT_AMT_TOT) | 신용카드_체크카드_건수(C_CARDSUM_AMT_N) | 신용카드_체크카드_총액(C_CARDSUM_AMT_TOT) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 20 | 1*0*4*3 | 55432 | 626361632817.66394 | 3376 | 39270741249.429604 | 23013 | 28903647554.162701 | 57073 | 77751303272.616699 | 76189 | 62719073026.0103 |
| 21 | 1*0*7*8 | 14723 | 494340231927.874023 | 8233 | 49168591680.086197 | 2797 | 19023294546.203999 | 60996 | 115269038717.490005 | 22559 | 85653584793.150604 |
| 22 | 1*0*3*0 | 171347 | 276296098911.848022 | 15616 | 38678892345.032997 | 13304 | 27837051220.085999 | 42707 | 60351162215.175003 | 31388 | 60502337026.721497 |
| 23 | 1*0*5*0 | 127004 | 601914328614.130981 | 15885 | 61179219339.440399 | 21333 | 47527465767.829803 | 29427 | 101996679480.326996 | 33526 | 24630639051.210701 |
| 24 | 1*0*2*1 | 143064 | 538073066267.344971 | 22411 | 11055727087.085501 | 26949 | 47205863000.121201 | 25508 | 132709722626.617996 | 34884 | 40477941443.141998 |
| 25 | 1*0*7*0 | 90513 | 489832115940.028992 | 9860 | 24296662783.091702 | 13437 | 25949081584.102699 | 10648 | 65437366698.958 | 45081 | 49987083627.221298 |
| 26 | 1*0*2*0 | 46102 | 950681454917.988037 | 5992 | 64232058777.321098 | 23921 | 17437782761.968498 | 26734 | 160334194711.747009 | 46102 | 42696841126.216599 |
| 27 | 1*0*0*3 | 119166 | 593384838293.468994 | 8900 | 12925996562.027201 | 19799 | 49079789921.292 | 49194 | 110395554397.033997 | 15849 | 45147740443.428497 |
| 28 | 1*0*9*7 | 46333 | 235067995321.19101 | 18403 | 22519302551.0802 | 16333 | 23146564072.210999 | 83624 | 89404793571.748199 | 29651 | 49103217363.263397 |
| 29 | 1*0*8*5 | 69012 | 886153870662.248047 | 7251 | 64223242504.338402 | 32356 | 57629088101.191803 | 39231 | 130460761870.847 | 25507 | 55059406131.989601 |