Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 424 |
Missing cells | 14 |
Missing cells (%) | 0.5% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 26.2 KiB |
Average record size in memory | 63.3 B |
Variable types
Numeric | 7 |
---|
Dataset
Description | 샘플 데이터 |
---|---|
Author | 신한은행 |
URL | https://bigdata.seoul.go.kr/data/selectSampleData.do?sample_data_seq=317 |
인프라지수(INFRASTRUCTURE) has 14 (3.3%) missing values | Missing |
행정동코드(ADSTRD_CD) has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 14:58:03.463946 |
---|---|
Analysis finished | 2023-12-10 14:58:14.049554 |
Duration | 10.59 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
일자(DATE)
Real number (ℝ)
Distinct | 23 |
---|---|
Distinct (%) | 5.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 201859.56 |
Minimum | 201802 |
---|---|
Maximum | 201912 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 201802 |
---|---|
5-th percentile | 201803 |
Q1 | 201808 |
median | 201901 |
Q3 | 201907 |
95-th percentile | 201912 |
Maximum | 201912 |
Range | 110 |
Interquartile range (IQR) | 99 |
Descriptive statistics
Standard deviation | 49.827994 |
---|---|
Coefficient of variation (CV) | 0.00024684486 |
Kurtosis | -1.9821763 |
Mean | 201859.56 |
Median Absolute Deviation (MAD) | 11 |
Skewness | -0.10187178 |
Sum | 85588452 |
Variance | 2482.8289 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
201808 | 24 | 5.7% |
201904 | 23 | 5.4% |
201906 | 23 | 5.4% |
201912 | 23 | 5.4% |
201911 | 22 | 5.2% |
201903 | 22 | 5.2% |
201810 | 21 | 5.0% |
201807 | 21 | 5.0% |
201909 | 19 | 4.5% |
201811 | 19 | 4.5% |
Other values (13) | 207 |
Value | Count | Frequency (%) |
201802 | 10 | |
201803 | 18 | |
201804 | 18 | |
201805 | 18 | |
201806 | 18 | |
201807 | 21 | |
201808 | 24 | |
201809 | 18 | |
201810 | 21 | |
201811 | 19 |
Value | Count | Frequency (%) |
201912 | 23 | |
201911 | 22 | |
201910 | 13 | |
201909 | 19 | |
201908 | 19 | |
201907 | 15 | |
201906 | 23 | |
201905 | 17 | |
201904 | 23 | |
201903 | 22 |
행정동코드(ADSTRD_CD)
Real number (ℝ)
UNIQUE
 
Distinct | 424 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11433195 |
Minimum | 11110515 |
---|---|
Maximum | 11740700 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 11110515 |
---|---|
5-th percentile | 11140582 |
Q1 | 11260649 |
median | 11440620 |
Q3 | 11598141 |
95-th percentile | 11710678 |
Maximum | 11740700 |
Range | 630185 |
Interquartile range (IQR) | 337492.5 |
Descriptive statistics
Standard deviation | 191894.28 |
---|---|
Coefficient of variation (CV) | 0.016783959 |
Kurtosis | -1.2660373 |
Mean | 11433195 |
Median Absolute Deviation (MAD) | 179942.5 |
Skewness | -0.011417148 |
Sum | 4.8476747 × 109 |
Variance | 3.6823416 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11260575 | 1 | 0.2% |
11260620 | 1 | 0.2% |
11380520 | 1 | 0.2% |
11140580 | 1 | 0.2% |
11230740 | 1 | 0.2% |
11260680 | 1 | 0.2% |
11560670 | 1 | 0.2% |
11680590 | 1 | 0.2% |
11320512 | 1 | 0.2% |
11110530 | 1 | 0.2% |
Other values (414) | 414 |
Value | Count | Frequency (%) |
11110515 | 1 | |
11110530 | 1 | |
11110540 | 1 | |
11110550 | 1 | |
11110560 | 1 | |
11110570 | 1 | |
11110580 | 1 | |
11110600 | 1 | |
11110615 | 1 | |
11110630 | 1 |
Value | Count | Frequency (%) |
11740700 | 1 | |
11740690 | 1 | |
11740685 | 1 | |
11740660 | 1 | |
11740650 | 1 | |
11740640 | 1 | |
11740620 | 1 | |
11740610 | 1 | |
11740600 | 1 | |
11740590 | 1 |
매출지수(SALES)
Real number (ℝ)
Distinct | 376 |
---|---|
Distinct (%) | 88.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18.473962 |
Minimum | 5.55 |
---|---|
Maximum | 56.78 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 5.55 |
---|---|
5-th percentile | 8.7805 |
Q1 | 12.5075 |
median | 16.13 |
Q3 | 21.855 |
95-th percentile | 37.0625 |
Maximum | 56.78 |
Range | 51.23 |
Interquartile range (IQR) | 9.3475 |
Descriptive statistics
Standard deviation | 8.9350113 |
---|---|
Coefficient of variation (CV) | 0.4836543 |
Kurtosis | 3.5628704 |
Mean | 18.473962 |
Median Absolute Deviation (MAD) | 4.135 |
Skewness | 1.7113941 |
Sum | 7832.96 |
Variance | 79.834428 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13.57 | 4 | 0.9% |
18.77 | 3 | 0.7% |
11.34 | 3 | 0.7% |
13.67 | 3 | 0.7% |
11.3 | 2 | 0.5% |
15.15 | 2 | 0.5% |
10.51 | 2 | 0.5% |
17.44 | 2 | 0.5% |
16.57 | 2 | 0.5% |
23.01 | 2 | 0.5% |
Other values (366) | 399 |
Value | Count | Frequency (%) |
5.55 | 1 | |
6.3 | 1 | |
6.63 | 1 | |
6.79 | 1 | |
6.91 | 1 | |
7.05 | 1 | |
7.22 | 1 | |
7.27 | 1 | |
7.32 | 1 | |
7.83 | 1 |
Value | Count | Frequency (%) |
56.78 | 1 | |
55.89 | 1 | |
55.74 | 1 | |
54.09 | 1 | |
51.59 | 1 | |
51.07 | 1 | |
50.41 | 1 | |
49.76 | 1 | |
48.72 | 1 | |
43.07 | 1 |
인프라지수(INFRASTRUCTURE)
Real number (ℝ)
MISSING
 
Distinct | 368 |
---|---|
Distinct (%) | 89.8% |
Missing | 14 |
Missing (%) | 3.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18.627317 |
Minimum | 4.1 |
---|---|
Maximum | 87.47 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 4.1 |
---|---|
5-th percentile | 7.66 |
Q1 | 11.4825 |
median | 15.355 |
Q3 | 20.2725 |
95-th percentile | 45.1375 |
Maximum | 87.47 |
Range | 83.37 |
Interquartile range (IQR) | 8.79 |
Descriptive statistics
Standard deviation | 12.23684 |
---|---|
Coefficient of variation (CV) | 0.65692984 |
Kurtosis | 7.4423654 |
Mean | 18.627317 |
Median Absolute Deviation (MAD) | 4.165 |
Skewness | 2.4763925 |
Sum | 7637.2 |
Variance | 149.74026 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11.49 | 4 | 0.9% |
7.66 | 3 | 0.7% |
15.84 | 3 | 0.7% |
13.9 | 3 | 0.7% |
11.63 | 3 | 0.7% |
16.88 | 3 | 0.7% |
11.16 | 2 | 0.5% |
11.37 | 2 | 0.5% |
14.76 | 2 | 0.5% |
17.16 | 2 | 0.5% |
Other values (358) | 383 | |
(Missing) | 14 | 3.3% |
Value | Count | Frequency (%) |
4.1 | 1 | |
4.96 | 1 | |
5.29 | 1 | |
5.44 | 1 | |
5.86 | 1 | |
6.33 | 1 | |
6.35 | 1 | |
6.36 | 1 | |
6.46 | 1 | |
6.59 | 1 |
Value | Count | Frequency (%) |
87.47 | 1 | |
81.77 | 1 | |
72.4 | 1 | |
72.19 | 1 | |
70.09 | 1 | |
63.41 | 1 | |
61.31 | 1 | |
60.27 | 1 | |
60.0 | 1 | |
58.12 | 1 |
가맹점지수(STORE)
Real number (ℝ)
Distinct | 392 |
---|---|
Distinct (%) | 92.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21.173538 |
Minimum | 4.88 |
---|---|
Maximum | 53.62 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 4.88 |
---|---|
5-th percentile | 10.272 |
Q1 | 15.8575 |
median | 19.875 |
Q3 | 25.545 |
95-th percentile | 34.514 |
Maximum | 53.62 |
Range | 48.74 |
Interquartile range (IQR) | 9.6875 |
Descriptive statistics
Standard deviation | 7.7415806 |
---|---|
Coefficient of variation (CV) | 0.36562528 |
Kurtosis | 1.4474743 |
Mean | 21.173538 |
Median Absolute Deviation (MAD) | 4.775 |
Skewness | 0.84224209 |
Sum | 8977.58 |
Variance | 59.93207 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
18.1 | 3 | 0.7% |
19.24 | 3 | 0.7% |
19.87 | 3 | 0.7% |
17.86 | 3 | 0.7% |
18.78 | 2 | 0.5% |
21.83 | 2 | 0.5% |
20.47 | 2 | 0.5% |
17.76 | 2 | 0.5% |
19.32 | 2 | 0.5% |
12.78 | 2 | 0.5% |
Other values (382) | 400 |
Value | Count | Frequency (%) |
4.88 | 1 | |
5.2 | 1 | |
5.45 | 1 | |
5.8 | 1 | |
6.6 | 2 | |
6.92 | 1 | |
7.59 | 1 | |
7.79 | 1 | |
8.56 | 1 | |
8.74 | 1 |
Value | Count | Frequency (%) |
53.62 | 1 | |
50.22 | 1 | |
50.01 | 1 | |
48.38 | 1 | |
46.77 | 1 | |
44.2 | 1 | |
43.58 | 1 | |
40.99 | 1 | |
39.8 | 1 | |
39.38 | 1 |
인구지수(POPULATION)
Real number (ℝ)
Distinct | 386 |
---|---|
Distinct (%) | 91.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21.621627 |
Minimum | 3.34 |
---|---|
Maximum | 57.99 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 3.34 |
---|---|
5-th percentile | 11.956 |
Q1 | 17.3 |
median | 20.35 |
Q3 | 25.1175 |
95-th percentile | 35.705 |
Maximum | 57.99 |
Range | 54.65 |
Interquartile range (IQR) | 7.8175 |
Descriptive statistics
Standard deviation | 7.51359 |
---|---|
Coefficient of variation (CV) | 0.34750344 |
Kurtosis | 3.001321 |
Mean | 21.621627 |
Median Absolute Deviation (MAD) | 3.785 |
Skewness | 1.2370877 |
Sum | 9167.57 |
Variance | 56.454034 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
18.98 | 3 | 0.7% |
21.91 | 3 | 0.7% |
29.66 | 2 | 0.5% |
18.08 | 2 | 0.5% |
24.24 | 2 | 0.5% |
12.74 | 2 | 0.5% |
27.11 | 2 | 0.5% |
20.77 | 2 | 0.5% |
19.79 | 2 | 0.5% |
16.25 | 2 | 0.5% |
Other values (376) | 402 |
Value | Count | Frequency (%) |
3.34 | 1 | |
3.91 | 1 | |
4.35 | 1 | |
5.92 | 1 | |
6.16 | 1 | |
7.59 | 1 | |
8.98 | 1 | |
9.28 | 1 | |
9.64 | 1 | |
10.17 | 1 |
Value | Count | Frequency (%) |
57.99 | 1 | |
53.17 | 1 | |
48.7 | 1 | |
47.57 | 1 | |
47.33 | 1 | |
46.6 | 1 | |
45.47 | 1 | |
45.26 | 1 | |
44.35 | 1 | |
43.51 | 1 |
금융지수(DEPOSIT)
Real number (ℝ)
Distinct | 394 |
---|---|
Distinct (%) | 92.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 54.620472 |
Minimum | 34.39 |
---|---|
Maximum | 89.05 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.9 KiB |
Quantile statistics
Minimum | 34.39 |
---|---|
5-th percentile | 42.1215 |
Q1 | 47.3225 |
median | 52.57 |
Q3 | 59.735 |
95-th percentile | 75.5785 |
Maximum | 89.05 |
Range | 54.66 |
Interquartile range (IQR) | 12.4125 |
Descriptive statistics
Standard deviation | 10.397603 |
---|---|
Coefficient of variation (CV) | 0.19036092 |
Kurtosis | 1.103676 |
Mean | 54.620472 |
Median Absolute Deviation (MAD) | 5.92 |
Skewness | 1.0828768 |
Sum | 23159.08 |
Variance | 108.11016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
48.41 | 3 | 0.7% |
43.99 | 2 | 0.5% |
48.61 | 2 | 0.5% |
44.72 | 2 | 0.5% |
42.13 | 2 | 0.5% |
51.84 | 2 | 0.5% |
52.63 | 2 | 0.5% |
45.91 | 2 | 0.5% |
55.77 | 2 | 0.5% |
53.97 | 2 | 0.5% |
Other values (384) | 403 |
Value | Count | Frequency (%) |
34.39 | 1 | |
36.19 | 1 | |
36.21 | 1 | |
37.05 | 1 | |
37.29 | 1 | |
38.85 | 1 | |
39.76 | 1 | |
40.05 | 1 | |
40.36 | 1 | |
40.71 | 1 |
Value | Count | Frequency (%) |
89.05 | 1 | |
87.91 | 1 | |
87.08 | 1 | |
87.03 | 1 | |
85.87 | 1 | |
85.64 | 1 | |
85.44 | 1 | |
84.78 | 1 | |
84.01 | 1 | |
83.71 | 1 |
일자(DATE) | 행정동코드(ADSTRD_CD) | 매출지수(SALES) | 인프라지수(INFRASTRUCTURE) | 가맹점지수(STORE) | 인구지수(POPULATION) | 금융지수(DEPOSIT) | |
---|---|---|---|---|---|---|---|
일자(DATE) | 1.000 | 0.110 | 0.000 | 0.000 | 0.000 | 0.000 | 0.183 |
행정동코드(ADSTRD_CD) | 0.110 | 1.000 | 0.148 | 0.000 | 0.000 | 0.000 | 0.104 |
매출지수(SALES) | 0.000 | 0.148 | 1.000 | 0.172 | 0.166 | 0.127 | 0.000 |
인프라지수(INFRASTRUCTURE) | 0.000 | 0.000 | 0.172 | 1.000 | 0.531 | 0.000 | 0.000 |
가맹점지수(STORE) | 0.000 | 0.000 | 0.166 | 0.531 | 1.000 | 0.000 | 0.000 |
인구지수(POPULATION) | 0.000 | 0.000 | 0.127 | 0.000 | 0.000 | 1.000 | 0.290 |
금융지수(DEPOSIT) | 0.183 | 0.104 | 0.000 | 0.000 | 0.000 | 0.290 | 1.000 |
일자(DATE) | 행정동코드(ADSTRD_CD) | 매출지수(SALES) | 인프라지수(INFRASTRUCTURE) | 가맹점지수(STORE) | 인구지수(POPULATION) | 금융지수(DEPOSIT) | |
---|---|---|---|---|---|---|---|
일자(DATE) | 1.000 | -0.053 | 0.023 | -0.021 | -0.039 | 0.028 | 0.058 |
행정동코드(ADSTRD_CD) | -0.053 | 1.000 | -0.063 | -0.020 | 0.002 | -0.121 | 0.032 |
매출지수(SALES) | 0.023 | -0.063 | 1.000 | -0.046 | -0.047 | -0.028 | 0.056 |
인프라지수(INFRASTRUCTURE) | -0.021 | -0.020 | -0.046 | 1.000 | 0.093 | -0.021 | -0.006 |
가맹점지수(STORE) | -0.039 | 0.002 | -0.047 | 0.093 | 1.000 | -0.025 | -0.014 |
인구지수(POPULATION) | 0.028 | -0.121 | -0.028 | -0.021 | -0.025 | 1.000 | -0.015 |
금융지수(DEPOSIT) | 0.058 | 0.032 | 0.056 | -0.006 | -0.014 | -0.015 | 1.000 |
일자(DATE) | 행정동코드(ADSTRD_CD) | 매출지수(SALES) | 인프라지수(INFRASTRUCTURE) | 가맹점지수(STORE) | 인구지수(POPULATION) | 금융지수(DEPOSIT) | |
---|---|---|---|---|---|---|---|
0 | 201907 | 11260575 | 9.11 | 11.47 | 23.19 | 24.49 | 60.92 |
1 | 201905 | 11380570 | 29.33 | 10.81 | 23.97 | 18.91 | 53.73 |
2 | 201911 | 11320681 | 18.77 | 12.95 | 27.54 | 53.17 | 62.88 |
3 | 201810 | 11305610 | 22.32 | 11.39 | 35.63 | 25.47 | 87.91 |
4 | 201808 | 11380600 | 14.46 | 44.67 | 17.69 | 12.47 | 53.18 |
5 | 201911 | 11350695 | 32.47 | 22.61 | 10.02 | 21.18 | 48.75 |
6 | 201810 | 11500535 | 16.35 | 13.8 | 28.08 | 20.59 | 47.02 |
7 | 201806 | 11140680 | 12.09 | 10.1 | 14.04 | 43.51 | 47.12 |
8 | 201809 | 11545610 | 13.49 | 18.87 | 18.95 | 20.07 | 56.4 |
9 | 201804 | 11140520 | 25.91 | <NA> | 8.56 | 23.0 | 59.28 |
일자(DATE) | 행정동코드(ADSTRD_CD) | 매출지수(SALES) | 인프라지수(INFRASTRUCTURE) | 가맹점지수(STORE) | 인구지수(POPULATION) | 금융지수(DEPOSIT) | |
---|---|---|---|---|---|---|---|
414 | 201909 | 11215847 | 10.89 | 15.84 | 23.84 | 33.22 | 50.51 |
415 | 201904 | 11410615 | 50.41 | 14.57 | 28.54 | 7.59 | 40.71 |
416 | 201902 | 11560720 | 10.36 | 8.26 | 32.6 | 13.05 | 66.79 |
417 | 201904 | 11560700 | 31.47 | 12.66 | 16.97 | 18.08 | 50.48 |
418 | 201811 | 11380590 | 16.24 | 38.22 | 29.62 | 35.72 | 47.84 |
419 | 201912 | 11440585 | 36.9 | 13.19 | 29.78 | 27.98 | 78.25 |
420 | 201901 | 11560630 | 30.75 | 17.64 | 11.38 | 19.62 | 46.24 |
421 | 201906 | 11545690 | 23.78 | 8.33 | 10.26 | 17.18 | 69.05 |
422 | 201907 | 11440730 | 21.71 | 6.59 | 19.98 | 10.32 | 45.03 |
423 | 201806 | 11110640 | 24.34 | 7.38 | 29.16 | 22.51 | 72.18 |