Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 1963 |
Duplicate rows (%) | 19.6% |
Total size in memory | 498.0 KiB |
Average record size in memory | 51.0 B |
Variable types
Numeric | 2 |
---|---|
DateTime | 1 |
Categorical | 2 |
Dataset
Description | 전자게임기기에서 발생되는 배팅 금액과 게임 횟수에 대한 데이터 |
---|---|
Author | 그랜드코리아레저(주) |
URL | https://www.data.go.kr/data/15072467/fileData.do |
Dataset has 1963 (19.6%) duplicate rows | Duplicates |
번호 is highly imbalanced (52.2%) | Imbalance |
Reproduction
Analysis started | 2023-12-12 05:55:26.721503 |
---|---|
Analysis finished | 2023-12-12 05:55:28.031041 |
Duration | 1.31 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분
Real number (ℝ)
Distinct | 85 |
---|---|
Distinct (%) | 0.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1927.9776 |
Minimum | 14 |
---|---|
Maximum | 4534 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 14 |
---|---|
5-th percentile | 66 |
Q1 | 922 |
median | 1380 |
Q3 | 3782 |
95-th percentile | 4486 |
Maximum | 4534 |
Range | 4520 |
Interquartile range (IQR) | 2860 |
Descriptive statistics
Standard deviation | 1563.1211 |
---|---|
Coefficient of variation (CV) | 0.81075687 |
Kurtosis | -1.2041118 |
Mean | 1927.9776 |
Median Absolute Deviation (MAD) | 1190 |
Skewness | 0.5462399 |
Sum | 19279776 |
Variance | 2443347.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1220 | 502 | 5.0% |
4278 | 407 | 4.1% |
4294 | 404 | 4.0% |
1516 | 386 | 3.9% |
1328 | 380 | 3.8% |
4302 | 378 | 3.8% |
1196 | 374 | 3.7% |
4286 | 358 | 3.6% |
1276 | 274 | 2.7% |
1528 | 250 | 2.5% |
Other values (75) | 6287 |
Value | Count | Frequency (%) |
14 | 20 | 0.2% |
22 | 84 | |
34 | 58 | |
42 | 67 | |
50 | 129 | |
58 | 95 | |
66 | 107 | |
74 | 62 | |
82 | 109 | |
90 | 91 |
Value | Count | Frequency (%) |
4534 | 90 | 0.9% |
4530 | 37 | 0.4% |
4518 | 49 | 0.5% |
4510 | 8 | 0.1% |
4506 | 25 | 0.2% |
4498 | 84 | 0.8% |
4486 | 210 | |
4314 | 61 | 0.6% |
4302 | 378 | |
4294 | 404 |
일자
Date
Distinct | 597 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2019-04-26 00:00:00 |
---|---|
Maximum | 2019-04-26 09:57:00 |
번호
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | |
2 | 565 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 8484 | |
1 | 951 | 9.5% |
2 | 565 | 5.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 8484 | |
1 | 951 | 9.5% |
2 | 565 | 5.7% |
타입
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
금액 | |
---|---|
횟수 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 금액 |
---|---|
2nd row | 횟수 |
3rd row | 횟수 |
4th row | 횟수 |
5th row | 횟수 |
Common Values
Value | Count | Frequency (%) |
금액 | 5015 | |
횟수 | 4985 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
금액 | 5015 | |
횟수 | 4985 |
결과값
Real number (ℝ)
Distinct | 148 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8245.124 |
Minimum | 1 |
---|---|
Maximum | 850000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 1 |
median | 100 |
Q3 | 4000 |
95-th percentile | 50000 |
Maximum | 850000 |
Range | 849999 |
Interquartile range (IQR) | 3999 |
Descriptive statistics
Standard deviation | 25534.611 |
---|---|
Coefficient of variation (CV) | 3.0969347 |
Kurtosis | 161.70627 |
Mean | 8245.124 |
Median Absolute Deviation (MAD) | 99 |
Skewness | 8.673068 |
Sum | 82451240 |
Variance | 6.5201636 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 4981 | |
20000 | 416 | 4.2% |
4000 | 402 | 4.0% |
500 | 351 | 3.5% |
2000 | 289 | 2.9% |
100 | 284 | 2.8% |
5000 | 247 | 2.5% |
50000 | 179 | 1.8% |
1500 | 174 | 1.7% |
720 | 172 | 1.7% |
Other values (138) | 2505 |
Value | Count | Frequency (%) |
1 | 4981 | |
2 | 3 | < 0.1% |
3 | 1 | < 0.1% |
50 | 4 | < 0.1% |
100 | 284 | 2.8% |
180 | 42 | 0.4% |
200 | 17 | 0.2% |
250 | 33 | 0.3% |
280 | 13 | 0.1% |
300 | 5 | 0.1% |
Value | Count | Frequency (%) |
850000 | 1 | |
450000 | 1 | |
370000 | 1 | |
355000 | 1 | |
350000 | 2 | |
345000 | 1 | |
290000 | 1 | |
280000 | 1 | |
260000 | 1 | |
250000 | 2 |
구분 | 번호 | 타입 | 결과값 | |
---|---|---|---|---|
구분 | 1.000 | 0.562 | 0.000 | 0.264 |
번호 | 0.562 | 1.000 | 0.000 | 0.212 |
타입 | 0.000 | 0.000 | 1.000 | 0.137 |
결과값 | 0.264 | 0.212 | 0.137 | 1.000 |
번호 | 타입 | |
---|---|---|
번호 | 1.000 | 0.000 |
타입 | 0.000 | 1.000 |
구분 | 결과값 | 번호 | 타입 | |
---|---|---|---|---|
구분 | 1.000 | -0.133 | 0.452 | 0.000 |
결과값 | -0.133 | 1.000 | 0.145 | 0.146 |
번호 | 0.452 | 0.145 | 1.000 | 0.000 |
타입 | 0.000 | 0.146 | 0.000 | 1.000 |
구분 | 일자 | 번호 | 타입 | 결과값 | |
---|---|---|---|---|---|
72766 | 4530 | 2019-04-26 08:02:00 | 0 | 금액 | 1900 |
66154 | 3810 | 2019-04-26 07:07:00 | 0 | 횟수 | 1 |
16401 | 3810 | 2019-04-26 01:32:00 | 0 | 횟수 | 1 |
52113 | 902 | 2019-04-26 05:02:00 | 0 | 횟수 | 1 |
71289 | 4486 | 2019-04-26 07:54:00 | 0 | 횟수 | 1 |
40826 | 1192 | 2019-04-26 03:53:00 | 0 | 금액 | 4000 |
33920 | 1276 | 2019-04-26 03:05:00 | 0 | 금액 | 5000 |
59702 | 4294 | 2019-04-26 06:05:00 | 0 | 횟수 | 1 |
85562 | 1524 | 2019-04-26 09:18:00 | 0 | 금액 | 6000 |
73919 | 1220 | 2019-04-26 08:08:00 | 0 | 횟수 | 1 |
구분 | 일자 | 번호 | 타입 | 결과값 | |
---|---|---|---|---|---|
69347 | 162 | 2019-04-26 07:38:00 | 0 | 금액 | 80000 |
3167 | 34 | 2019-04-26 00:20:00 | 2 | 횟수 | 1 |
22508 | 3810 | 2019-04-26 02:04:00 | 0 | 횟수 | 1 |
11807 | 198 | 2019-04-26 01:05:00 | 1 | 횟수 | 1 |
81007 | 1220 | 2019-04-26 08:50:00 | 0 | 횟수 | 1 |
77105 | 1220 | 2019-04-26 08:24:00 | 0 | 횟수 | 1 |
33259 | 1276 | 2019-04-26 03:02:00 | 0 | 금액 | 5000 |
17772 | 198 | 2019-04-26 01:39:00 | 0 | 횟수 | 1 |
90747 | 1328 | 2019-04-26 09:39:00 | 0 | 횟수 | 1 |
23532 | 4302 | 2019-04-26 02:08:00 | 0 | 금액 | 480 |
Most frequently occurring
구분 | 일자 | 번호 | 타입 | 결과값 | # duplicates | |
---|---|---|---|---|---|---|
255 | 1196 | 2019-04-26 00:29:00 | 0 | 금액 | 4000 | 8 |
20 | 902 | 2019-04-26 05:02:00 | 0 | 횟수 | 1 | 7 |
765 | 1344 | 2019-04-26 09:42:00 | 0 | 횟수 | 1 | 7 |
103 | 922 | 2019-04-26 09:32:00 | 0 | 금액 | 6000 | 6 |
219 | 1192 | 2019-04-26 03:54:00 | 0 | 금액 | 4000 | 6 |
283 | 1196 | 2019-04-26 04:43:00 | 0 | 금액 | 4000 | 6 |
502 | 1220 | 2019-04-26 08:50:00 | 0 | 금액 | 4000 | 6 |
602 | 1276 | 2019-04-26 03:15:00 | 0 | 횟수 | 1 | 6 |
677 | 1328 | 2019-04-26 04:15:00 | 0 | 횟수 | 1 | 6 |
722 | 1328 | 2019-04-26 09:39:00 | 0 | 횟수 | 1 | 6 |