Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 39 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.8 KiB |
Average record size in memory | 47.4 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 4 |
Dataset
Description | 통영시 지역사랑삼품권인 통영사랑상품권에 대한 이용연월, 지류상품권판매금액, 지류상품권회수금액 등에 대한 정보를 제공합니다 |
---|---|
Author | 경상남도 통영시 |
URL | https://www.data.go.kr/data/15079693/fileData.do |
지류상품권판매금액 is highly overall correlated with 지류상품권회수금액 and 1 other fields | High correlation |
지류상품권회수금액 is highly overall correlated with 지류상품권판매금액 and 1 other fields | High correlation |
모바일충전금액 is highly overall correlated with 모바일사용금액 | High correlation |
모바일사용금액 is highly overall correlated with 지류상품권판매금액 and 2 other fields | High correlation |
이용연월 has unique values | Unique |
지류상품권판매금액 has unique values | Unique |
지류상품권회수금액 has unique values | Unique |
모바일사용금액 has unique values | Unique |
지류상품권판매금액 has 1 (2.6%) zeros | Zeros |
모바일충전금액 has 3 (7.7%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-21 01:52:27.594102 |
---|---|
Analysis finished | 2024-04-21 01:52:31.053774 |
Duration | 3.46 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
이용연월
Date
UNIQUE
 
Distinct | 39 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 444.0 B |
Minimum | 2021-01-21 00:00:00 |
---|---|
Maximum | 2024-03-21 00:00:00 |
지류상품권판매금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
  ZEROS
 
Distinct | 39 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.5563888 × 109 |
Minimum | 0 |
---|---|
Maximum | 4.297076 × 109 |
Zeros | 1 |
Zeros (%) | 2.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 483.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 27861200 |
Q1 | 6.77815 × 108 |
median | 1.22726 × 109 |
Q3 | 2.1377865 × 109 |
95-th percentile | 4.0755998 × 109 |
Maximum | 4.297076 × 109 |
Range | 4.297076 × 109 |
Interquartile range (IQR) | 1.4599715 × 109 |
Descriptive statistics
Standard deviation | 1.2137334 × 109 |
---|---|
Coefficient of variation (CV) | 0.77983945 |
Kurtosis | -0.11095042 |
Mean | 1.5563888 × 109 |
Median Absolute Deviation (MAD) | 8.63243 × 108 |
Skewness | 0.75994096 |
Sum | 6.0699165 × 1010 |
Variance | 1.4731488 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2090503000 | 1 | 2.6% |
4221938000 | 1 | 2.6% |
29302000 | 1 | 2.6% |
28770000 | 1 | 2.6% |
1841860000 | 1 | 2.6% |
821709000 | 1 | 2.6% |
337730000 | 1 | 2.6% |
1597260000 | 1 | 2.6% |
673480000 | 1 | 2.6% |
1226660000 | 1 | 2.6% |
Other values (29) | 29 |
Value | Count | Frequency (%) |
0 | 1 | |
19682000 | 1 | |
28770000 | 1 | |
29302000 | 1 | |
221510000 | 1 | |
233980000 | 1 | |
337730000 | 1 | |
352676000 | 1 | |
652200000 | 1 | |
673480000 | 1 |
Value | Count | Frequency (%) |
4297076000 | 1 | |
4221938000 | 1 | |
4059340000 | 1 | |
3869003000 | 1 | |
2952257000 | 1 | |
2876796000 | 1 | |
2744150000 | 1 | |
2359255000 | 1 | |
2325820000 | 1 | |
2155440000 | 1 |
지류상품권회수금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 39 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.5749811 × 109 |
Minimum | 2.98718 × 108 |
---|---|
Maximum | 3.718218 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 483.0 B |
Quantile statistics
Minimum | 2.98718 × 108 |
---|---|
5-th percentile | 4.857057 × 108 |
Q1 | 7.992115 × 108 |
median | 1.059005 × 109 |
Q3 | 2.540783 × 109 |
95-th percentile | 3.395332 × 109 |
Maximum | 3.718218 × 109 |
Range | 3.4195 × 109 |
Interquartile range (IQR) | 1.7415715 × 109 |
Descriptive statistics
Standard deviation | 1.0147043 × 109 |
---|---|
Coefficient of variation (CV) | 0.64426442 |
Kurtosis | -1.112773 |
Mean | 1.5749811 × 109 |
Median Absolute Deviation (MAD) | 5.10867 × 108 |
Skewness | 0.58989451 |
Sum | 6.1424262 × 1010 |
Variance | 1.0296247 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2237105000 | 1 | 2.6% |
3425095000 | 1 | 2.6% |
428355000 | 1 | 2.6% |
298718000 | 1 | 2.6% |
670344000 | 1 | 2.6% |
1001784000 | 1 | 2.6% |
815168000 | 1 | 2.6% |
966148000 | 1 | 2.6% |
1033759000 | 1 | 2.6% |
591746000 | 1 | 2.6% |
Other values (29) | 29 |
Value | Count | Frequency (%) |
298718000 | 1 | |
428355000 | 1 | |
492078000 | 1 | |
548138000 | 1 | |
557987000 | 1 | |
561568000 | 1 | |
591746000 | 1 | |
670344000 | 1 | |
781299000 | 1 | |
794622000 | 1 |
Value | Count | Frequency (%) |
3718218000 | 1 | |
3425095000 | 1 | |
3392025000 | 1 | |
2976079000 | 1 | |
2830231000 | 1 | |
2812815000 | 1 | |
2741022000 | 1 | |
2693557000 | 1 | |
2616918000 | 1 | |
2578696000 | 1 |
모바일충전금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 28 |
---|---|
Distinct (%) | 71.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.6008053 × 109 |
Minimum | 0 |
---|---|
Maximum | 5.909138 × 109 |
Zeros | 3 |
Zeros (%) | 7.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 483.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 9.360205 × 108 |
median | 1.5 × 109 |
Q3 | 2.031587 × 109 |
95-th percentile | 3.5 × 109 |
Maximum | 5.909138 × 109 |
Range | 5.909138 × 109 |
Interquartile range (IQR) | 1.0955665 × 109 |
Descriptive statistics
Standard deviation | 1.1731168 × 109 |
---|---|
Coefficient of variation (CV) | 0.73282919 |
Kurtosis | 3.5118305 |
Mean | 1.6008053 × 109 |
Median Absolute Deviation (MAD) | 5.63174 × 108 |
Skewness | 1.3994357 |
Sum | 6.2431406 × 1010 |
Variance | 1.3762031 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1500000000 | 8 | |
0 | 3 | 7.7% |
2000000000 | 2 | 5.1% |
3500000000 | 2 | 5.1% |
307459000 | 1 | 2.6% |
3074662000 | 1 | 2.6% |
2448776000 | 1 | 2.6% |
3000000000 | 1 | 2.6% |
2500000000 | 1 | 2.6% |
998398000 | 1 | 2.6% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
0 | 3 | |
307459000 | 1 | 2.6% |
373078000 | 1 | 2.6% |
375139000 | 1 | 2.6% |
447437000 | 1 | 2.6% |
567038000 | 1 | 2.6% |
674486500 | 1 | 2.6% |
873643000 | 1 | 2.6% |
998398000 | 1 | 2.6% |
1000000000 | 1 | 2.6% |
Value | Count | Frequency (%) |
5909138000 | 1 | |
3500000000 | 2 | |
3074662000 | 1 | |
3000000000 | 1 | |
2936746000 | 1 | |
2500000000 | 1 | |
2499000000 | 1 | |
2448776000 | 1 | |
2063174000 | 1 | |
2000000000 | 2 |
모바일사용금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 39 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.5118286 × 109 |
Minimum | 92678992 |
---|---|
Maximum | 3.499511 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 483.0 B |
Quantile statistics
Minimum | 92678992 |
---|---|
5-th percentile | 2.4859641 × 108 |
Q1 | 8.740215 × 108 |
median | 1.600712 × 109 |
Q3 | 1.9750315 × 109 |
95-th percentile | 2.5891374 × 109 |
Maximum | 3.499511 × 109 |
Range | 3.406832 × 109 |
Interquartile range (IQR) | 1.10101 × 109 |
Descriptive statistics
Standard deviation | 8.1271456 × 108 |
---|---|
Coefficient of variation (CV) | 0.53757056 |
Kurtosis | -0.013546181 |
Mean | 1.5118286 × 109 |
Median Absolute Deviation (MAD) | 4.21195 × 108 |
Skewness | 0.02198722 |
Sum | 5.8961317 × 1010 |
Variance | 6.6050496 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
279971840 | 1 | 2.6% |
260998645 | 1 | 2.6% |
2324503000 | 1 | 2.6% |
1770012000 | 1 | 2.6% |
2518749000 | 1 | 2.6% |
2063098000 | 1 | 2.6% |
1953674000 | 1 | 2.6% |
1724011000 | 1 | 2.6% |
1683590000 | 1 | 2.6% |
1561878000 | 1 | 2.6% |
Other values (29) | 29 |
Value | Count | Frequency (%) |
92678992 | 1 | |
136976260 | 1 | |
260998645 | 1 | |
279971840 | 1 | |
327571000 | 1 | |
406637000 | 1 | |
429748000 | 1 | |
536702000 | 1 | |
621869000 | 1 | |
777907000 | 1 |
Value | Count | Frequency (%) |
3499511000 | 1 | |
3222633000 | 1 | |
2518749000 | 1 | |
2356997000 | 1 | |
2324503000 | 1 | |
2124154000 | 1 | |
2063098000 | 1 | |
2050248000 | 1 | |
2021907000 | 1 | |
1979770000 | 1 |
이용연월 | 지류상품권판매금액 | 지류상품권회수금액 | 모바일충전금액 | 모바일사용금액 | |
---|---|---|---|---|---|
이용연월 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
지류상품권판매금액 | 1.000 | 1.000 | 0.846 | 0.579 | 0.588 |
지류상품권회수금액 | 1.000 | 0.846 | 1.000 | 0.667 | 0.553 |
모바일충전금액 | 1.000 | 0.579 | 0.667 | 1.000 | 0.728 |
모바일사용금액 | 1.000 | 0.588 | 0.553 | 0.728 | 1.000 |
지류상품권판매금액 | 지류상품권회수금액 | 모바일충전금액 | 모바일사용금액 | |
---|---|---|---|---|
지류상품권판매금액 | 1.000 | 0.852 | -0.403 | -0.623 |
지류상품권회수금액 | 0.852 | 1.000 | -0.439 | -0.585 |
모바일충전금액 | -0.403 | -0.439 | 1.000 | 0.868 |
모바일사용금액 | -0.623 | -0.585 | 0.868 | 1.000 |
이용연월 | 지류상품권판매금액 | 지류상품권회수금액 | 모바일충전금액 | 모바일사용금액 | |
---|---|---|---|---|---|
0 | 2021-01-21 | 2090503000 | 2237105000 | 307459000 | 279971840 |
1 | 2021-02-21 | 4221938000 | 3425095000 | 373078000 | 260998645 |
2 | 2021-03-21 | 4059340000 | 3392025000 | 375139000 | 327571000 |
3 | 2021-04-21 | 1999831000 | 2693557000 | 447437000 | 406637000 |
4 | 2021-05-21 | 2120133000 | 2616918000 | 567038000 | 536702000 |
5 | 2021-06-21 | 2325820000 | 2502870000 | 674486500 | 621869000 |
6 | 2021-07-21 | 2155440000 | 2282632000 | 873643000 | 777907000 |
7 | 2021-08-21 | 2359255000 | 2484930000 | 1046642260 | 970136000 |
8 | 2021-09-21 | 2876796000 | 2741022000 | 1334987000 | 1374709000 |
9 | 2021-10-21 | 2744150000 | 2578696000 | 0 | 429748000 |
이용연월 | 지류상품권판매금액 | 지류상품권회수금액 | 모바일충전금액 | 모바일사용금액 | |
---|---|---|---|---|---|
29 | 2023-06-21 | 1226660000 | 591746000 | 1506872000 | 1561878000 |
30 | 2023-07-21 | 1227260000 | 781299000 | 1493128000 | 1454075000 |
31 | 2023-08-21 | 652200000 | 803801000 | 1500000000 | 1510988000 |
32 | 2023-09-21 | 1446760000 | 970511000 | 3500000000 | 1925638000 |
33 | 2023-10-21 | 787510000 | 1059005000 | 1500000000 | 2124154000 |
34 | 2023-11-21 | 682150000 | 824649000 | 1001602000 | 1548114000 |
35 | 2023-12-21 | 233980000 | 548138000 | 998398000 | 1408888000 |
36 | 2024-01-21 | 713280000 | 561568000 | 2500000000 | 1979770000 |
37 | 2024-02-21 | 975380000 | 805725000 | 3000000000 | 2050248000 |
38 | 2024-03-21 | 221510000 | 557987000 | 2448776000 | 2356997000 |