Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 693.4 KiB |
Average record size in memory | 71.0 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 4 |
Dataset
Description | Sample |
---|---|
Author | 주식회사 여기어때컴퍼니 |
URL | https://www.bigdata-finance.kr/dataset/datasetView.do?datastId=SET0400006 |
Reproduction
Analysis started | 2023-12-10 13:06:28.985402 |
---|---|
Analysis finished | 2023-12-10 13:06:33.150721 |
Duration | 4.17 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년월
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
202108 |
---|
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 202108 |
---|---|
2nd row | 202108 |
3rd row | 202108 |
4th row | 202108 |
5th row | 202108 |
Common Values
Value | Count | Frequency (%) |
202108 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
202108 | 10000 |
서비스이용일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
20210801 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210801 |
---|---|
2nd row | 20210801 |
3rd row | 20210801 |
4th row | 20210801 |
5th row | 20210801 |
Common Values
Value | Count | Frequency (%) |
20210801 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210801 | 10000 |
서비스이용시간값
Real number (ℝ)
ZEROS
 
Distinct | 19 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.4938 |
Minimum | 0 |
---|---|
Maximum | 18 |
Zeros | 578 |
Zeros (%) | 5.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 5 |
median | 10 |
Q3 | 14 |
95-th percentile | 17 |
Maximum | 18 |
Range | 18 |
Interquartile range (IQR) | 9 |
Descriptive statistics
Standard deviation | 5.3355607 |
---|---|
Coefficient of variation (CV) | 0.56200475 |
Kurtosis | -1.1031508 |
Mean | 9.4938 |
Median Absolute Deviation (MAD) | 4 |
Skewness | -0.29719264 |
Sum | 94938 |
Variance | 28.468208 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
17 | 725 | 7.2% |
12 | 706 | 7.1% |
13 | 704 | 7.0% |
11 | 658 | 6.6% |
14 | 654 | 6.5% |
16 | 650 | 6.5% |
15 | 624 | 6.2% |
10 | 613 | 6.1% |
0 | 578 | 5.8% |
9 | 554 | 5.5% |
Other values (9) | 3534 |
Value | Count | Frequency (%) |
0 | 578 | |
1 | 519 | |
2 | 507 | |
3 | 357 | |
4 | 341 | |
5 | 331 | |
6 | 379 | |
7 | 448 | |
8 | 505 | |
9 | 554 |
Value | Count | Frequency (%) |
18 | 147 | 1.5% |
17 | 725 | |
16 | 650 | |
15 | 624 | |
14 | 654 | |
13 | 704 | |
12 | 706 | |
11 | 658 | |
10 | 613 | |
9 | 554 |
이용자위치경도값
Real number (ℝ)
Distinct | 354 |
---|---|
Distinct (%) | 3.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.56918 |
Minimum | 126.04 |
---|---|
Maximum | 130.91 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 126.04 |
---|---|
5-th percentile | 126.36 |
Q1 | 126.85 |
median | 127.37 |
Q3 | 128.37 |
95-th percentile | 129.27 |
Maximum | 130.91 |
Range | 4.87 |
Interquartile range (IQR) | 1.52 |
Descriptive statistics
Standard deviation | 0.91391409 |
---|---|
Coefficient of variation (CV) | 0.0071640664 |
Kurtosis | -0.80480634 |
Mean | 127.56918 |
Median Absolute Deviation (MAD) | 0.65 |
Skewness | 0.52259909 |
Sum | 1275691.8 |
Variance | 0.83523896 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.1 | 83 | 0.8% |
127.05 | 83 | 0.8% |
127.12 | 83 | 0.8% |
127.07 | 83 | 0.8% |
127.11 | 76 | 0.8% |
126.94 | 71 | 0.7% |
127.03 | 71 | 0.7% |
127.08 | 70 | 0.7% |
127.48 | 69 | 0.7% |
126.86 | 69 | 0.7% |
Other values (344) | 9242 |
Value | Count | Frequency (%) |
126.04 | 1 | < 0.1% |
126.1 | 2 | < 0.1% |
126.11 | 4 | < 0.1% |
126.12 | 5 | |
126.13 | 9 | |
126.14 | 4 | < 0.1% |
126.15 | 4 | < 0.1% |
126.16 | 7 | |
126.17 | 12 | |
126.18 | 11 |
Value | Count | Frequency (%) |
130.91 | 1 | < 0.1% |
130.9 | 2 | < 0.1% |
130.88 | 2 | < 0.1% |
130.79 | 3 | < 0.1% |
129.58 | 1 | < 0.1% |
129.57 | 9 | |
129.56 | 4 | |
129.55 | 7 | |
129.54 | 8 | |
129.53 | 3 | < 0.1% |
이용자위치위도값
Real number (ℝ)
Distinct | 446 |
---|---|
Distinct (%) | 4.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.432501 |
Minimum | 33.2 |
---|---|
Maximum | 38.5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 33.2 |
---|---|
5-th percentile | 33.45 |
Q1 | 35.38 |
median | 36.88 |
Q3 | 37.55 |
95-th percentile | 37.93 |
Maximum | 38.5 |
Range | 5.3 |
Interquartile range (IQR) | 2.17 |
Descriptive statistics
Standard deviation | 1.3494998 |
---|---|
Coefficient of variation (CV) | 0.037041096 |
Kurtosis | -0.39027947 |
Mean | 36.432501 |
Median Absolute Deviation (MAD) | 0.84 |
Skewness | -0.78784189 |
Sum | 364325.01 |
Variance | 1.8211496 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.49 | 106 | 1.1% |
37.5 | 104 | 1.0% |
37.55 | 101 | 1.0% |
37.54 | 96 | 1.0% |
37.48 | 89 | 0.9% |
37.51 | 86 | 0.9% |
37.6 | 82 | 0.8% |
37.53 | 81 | 0.8% |
37.61 | 80 | 0.8% |
37.63 | 79 | 0.8% |
Other values (436) | 9096 |
Value | Count | Frequency (%) |
33.2 | 3 | < 0.1% |
33.21 | 5 | 0.1% |
33.22 | 8 | 0.1% |
33.23 | 24 | |
33.24 | 51 | |
33.25 | 46 | |
33.26 | 36 | |
33.27 | 30 | |
33.28 | 14 | 0.1% |
33.29 | 16 | 0.2% |
Value | Count | Frequency (%) |
38.5 | 1 | < 0.1% |
38.49 | 1 | < 0.1% |
38.47 | 2 | |
38.44 | 4 | |
38.41 | 1 | < 0.1% |
38.38 | 3 | |
38.37 | 1 | < 0.1% |
38.36 | 1 | < 0.1% |
38.35 | 3 | |
38.33 | 2 |
서비스이용횟수
Real number (ℝ)
Distinct | 447 |
---|---|
Distinct (%) | 4.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 39.2061 |
Minimum | 1 |
---|---|
Maximum | 2188 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 3 |
median | 9 |
Q3 | 33 |
95-th percentile | 175 |
Maximum | 2188 |
Range | 2187 |
Interquartile range (IQR) | 30 |
Descriptive statistics
Standard deviation | 97.498378 |
---|---|
Coefficient of variation (CV) | 2.4868165 |
Kurtosis | 93.966504 |
Mean | 39.2061 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 7.6615559 |
Sum | 392061 |
Variance | 9505.9336 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 1217 | 12.2% |
2 | 900 | 9.0% |
4 | 788 | 7.9% |
3 | 675 | 6.8% |
5 | 413 | 4.1% |
6 | 337 | 3.4% |
7 | 268 | 2.7% |
8 | 257 | 2.6% |
10 | 221 | 2.2% |
9 | 213 | 2.1% |
Other values (437) | 4711 |
Value | Count | Frequency (%) |
1 | 1217 | |
2 | 900 | |
3 | 675 | |
4 | 788 | |
5 | 413 | 4.1% |
6 | 337 | 3.4% |
7 | 268 | 2.7% |
8 | 257 | 2.6% |
9 | 213 | 2.1% |
10 | 221 | 2.2% |
Value | Count | Frequency (%) |
2188 | 1 | |
1842 | 1 | |
1768 | 1 | |
1611 | 1 | |
1515 | 1 | |
1409 | 1 | |
1404 | 1 | |
1306 | 1 | |
1284 | 1 | |
1206 | 1 |
대상기준년월
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
202108 |
---|
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 202108 |
---|---|
2nd row | 202108 |
3rd row | 202108 |
4th row | 202108 |
5th row | 202108 |
Common Values
Value | Count | Frequency (%) |
202108 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
202108 | 10000 |
서비스이용시간값 | 이용자위치경도값 | 이용자위치위도값 | 서비스이용횟수 | |
---|---|---|---|---|
서비스이용시간값 | 1.000 | 0.084 | 0.089 | 0.115 |
이용자위치경도값 | 0.084 | 1.000 | 0.544 | 0.078 |
이용자위치위도값 | 0.089 | 0.544 | 1.000 | 0.126 |
서비스이용횟수 | 0.115 | 0.078 | 0.126 | 1.000 |
서비스이용시간값 | 이용자위치경도값 | 이용자위치위도값 | 서비스이용횟수 | |
---|---|---|---|---|
서비스이용시간값 | 1.000 | -0.059 | 0.013 | 0.184 |
이용자위치경도값 | -0.059 | 1.000 | 0.005 | -0.041 |
이용자위치위도값 | 0.013 | 0.005 | 1.000 | 0.087 |
서비스이용횟수 | 0.184 | -0.041 | 0.087 | 1.000 |
기준년월 | 서비스이용일자 | 서비스이용시간값 | 이용자위치경도값 | 이용자위치위도값 | 서비스이용횟수 | 대상기준년월 | |
---|---|---|---|---|---|---|---|
33298 | 202108 | 20210801 | 8 | 126.63 | 34.41 | 2 | 202108 |
81246 | 202108 | 20210801 | 16 | 126.44 | 34.8 | 38 | 202108 |
6824 | 202108 | 20210801 | 1 | 126.9 | 33.39 | 6 | 202108 |
86391 | 202108 | 20210801 | 16 | 128.76 | 35.18 | 4 | 202108 |
27258 | 202108 | 20210801 | 6 | 128.14 | 35.17 | 1 | 202108 |
21775 | 202108 | 20210801 | 4 | 129.48 | 35.74 | 7 | 202108 |
41631 | 202108 | 20210801 | 9 | 128.6 | 37.11 | 11 | 202108 |
56688 | 202108 | 20210801 | 12 | 126.93 | 37.47 | 236 | 202108 |
11194 | 202108 | 20210801 | 2 | 126.59 | 36.34 | 18 | 202108 |
17210 | 202108 | 20210801 | 3 | 127.69 | 37.67 | 1 | 202108 |
기준년월 | 서비스이용일자 | 서비스이용시간값 | 이용자위치경도값 | 이용자위치위도값 | 서비스이용횟수 | 대상기준년월 | |
---|---|---|---|---|---|---|---|
64820 | 202108 | 20210801 | 13 | 127.39 | 37.77 | 16 | 202108 |
87944 | 202108 | 20210801 | 17 | 126.54 | 36.26 | 65 | 202108 |
20289 | 202108 | 20210801 | 4 | 127.5 | 37.78 | 3 | 202108 |
92220 | 202108 | 20210801 | 17 | 128.39 | 36.76 | 1 | 202108 |
44970 | 202108 | 20210801 | 10 | 127.1 | 37.47 | 15 | 202108 |
62798 | 202108 | 20210801 | 13 | 126.81 | 37.46 | 3 | 202108 |
19388 | 202108 | 20210801 | 4 | 126.83 | 33.32 | 2 | 202108 |
30021 | 202108 | 20210801 | 7 | 127.12 | 37.52 | 26 | 202108 |
37154 | 202108 | 20210801 | 8 | 129.4 | 36.6 | 6 | 202108 |
84483 | 202108 | 20210801 | 16 | 127.51 | 37.8 | 20 | 202108 |