Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 928 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 40.0 KiB |
Average record size in memory | 44.1 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 1 |
Dataset
Description | BC카드 제공한 데이터의 통계 자료로 월별, 시군별, 가맹점수, 휴업가맹점수, 폐업가맹점수를 확인할 수 있습니다. 본 자료는 상업적 이용금지 및 재배포할 수 없습니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=2155 |
가맹점수 is highly overall correlated with 휴업가맹점수 and 2 other fields | High correlation |
휴업가맹점수 is highly overall correlated with 가맹점수 and 2 other fields | High correlation |
폐업가맹점수 is highly overall correlated with 가맹점수 and 1 other fields | High correlation |
시군구명 is highly overall correlated with 가맹점수 and 1 other fields | High correlation |
Reproduction
Analysis started | 2024-01-09 20:12:10.729961 |
---|---|
Analysis finished | 2024-01-09 20:12:13.465044 |
Duration | 2.74 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준연월
Real number (ℝ)
Distinct | 58 |
---|---|
Distinct (%) | 6.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 202099.43 |
Minimum | 201901 |
---|---|
Maximum | 202310 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.3 KiB |
Quantile statistics
Minimum | 201901 |
---|---|
5-th percentile | 201903 |
Q1 | 202003 |
median | 202105.5 |
Q3 | 202208 |
95-th percentile | 202308 |
Maximum | 202310 |
Range | 409 |
Interquartile range (IQR) | 205 |
Descriptive statistics
Standard deviation | 138.64913 |
---|---|
Coefficient of variation (CV) | 0.00068604413 |
Kurtosis | -1.2609616 |
Mean | 202099.43 |
Median Absolute Deviation (MAD) | 102.5 |
Skewness | 0.041595556 |
Sum | 1.8754827 × 108 |
Variance | 19223.581 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
201901 | 16 | 1.7% |
202209 | 16 | 1.7% |
202109 | 16 | 1.7% |
202110 | 16 | 1.7% |
202111 | 16 | 1.7% |
202112 | 16 | 1.7% |
202201 | 16 | 1.7% |
202202 | 16 | 1.7% |
202203 | 16 | 1.7% |
202204 | 16 | 1.7% |
Other values (48) | 768 |
Value | Count | Frequency (%) |
201901 | 16 | |
201902 | 16 | |
201903 | 16 | |
201904 | 16 | |
201905 | 16 | |
201906 | 16 | |
201907 | 16 | |
201908 | 16 | |
201909 | 16 | |
201910 | 16 |
Value | Count | Frequency (%) |
202310 | 16 | |
202309 | 16 | |
202308 | 16 | |
202307 | 16 | |
202306 | 16 | |
202305 | 16 | |
202304 | 16 | |
202303 | 16 | |
202302 | 16 | |
202301 | 16 |
시군구명
Categorical
HIGH CORRELATION
 
Distinct | 16 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.4 KiB |
계룡시 | 58 |
---|---|
공주시 | 58 |
금산군 | 58 |
논산시 | 58 |
당진시 | 58 |
Other values (11) |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 3.5 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 계룡시 |
---|---|
2nd row | 공주시 |
3rd row | 금산군 |
4th row | 논산시 |
5th row | 당진시 |
Common Values
Value | Count | Frequency (%) |
계룡시 | 58 | 6.2% |
공주시 | 58 | 6.2% |
금산군 | 58 | 6.2% |
논산시 | 58 | 6.2% |
당진시 | 58 | 6.2% |
보령시 | 58 | 6.2% |
부여군 | 58 | 6.2% |
서산시 | 58 | 6.2% |
서천군 | 58 | 6.2% |
아산시 | 58 | 6.2% |
Other values (6) | 348 |
Length
Value | Count | Frequency (%) |
천안시 | 116 | 11.1% |
계룡시 | 58 | 5.6% |
아산시 | 58 | 5.6% |
태안군 | 58 | 5.6% |
청양군 | 58 | 5.6% |
서북구 | 58 | 5.6% |
동남구 | 58 | 5.6% |
예산군 | 58 | 5.6% |
서천군 | 58 | 5.6% |
공주시 | 58 | 5.6% |
Other values (7) | 406 |
가맹점수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 883 |
---|---|
Distinct (%) | 95.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8462.4978 |
Minimum | 1564 |
---|---|
Maximum | 25198 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.3 KiB |
Quantile statistics
Minimum | 1564 |
---|---|
5-th percentile | 1786.7 |
Q1 | 3748.25 |
median | 7062 |
Q3 | 10731 |
95-th percentile | 21646.35 |
Maximum | 25198 |
Range | 23634 |
Interquartile range (IQR) | 6982.75 |
Descriptive statistics
Standard deviation | 5984.2555 |
---|---|
Coefficient of variation (CV) | 0.70715002 |
Kurtosis | 0.3501653 |
Mean | 8462.4978 |
Median Absolute Deviation (MAD) | 3379 |
Skewness | 1.1112871 |
Sum | 7853198 |
Variance | 35811314 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5374 | 3 | 0.3% |
1859 | 3 | 0.3% |
1916 | 2 | 0.2% |
16917 | 2 | 0.2% |
1608 | 2 | 0.2% |
1846 | 2 | 0.2% |
2018 | 2 | 0.2% |
3909 | 2 | 0.2% |
1825 | 2 | 0.2% |
7808 | 2 | 0.2% |
Other values (873) | 906 |
Value | Count | Frequency (%) |
1564 | 1 | |
1565 | 1 | |
1575 | 1 | |
1584 | 1 | |
1598 | 1 | |
1600 | 1 | |
1602 | 1 | |
1608 | 2 | |
1615 | 1 | |
1618 | 1 |
Value | Count | Frequency (%) |
25198 | 1 | |
25137 | 1 | |
25073 | 1 | |
25006 | 1 | |
24931 | 1 | |
24842 | 1 | |
24836 | 1 | |
24814 | 1 | |
24778 | 1 | |
24673 | 1 |
휴업가맹점수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 795 |
---|---|
Distinct (%) | 85.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2099.0679 |
Minimum | 356 |
---|---|
Maximum | 6625 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.3 KiB |
Quantile statistics
Minimum | 356 |
---|---|
5-th percentile | 454.35 |
Q1 | 1044.75 |
median | 1720.5 |
Q3 | 2406.75 |
95-th percentile | 5125.55 |
Maximum | 6625 |
Range | 6269 |
Interquartile range (IQR) | 1362 |
Descriptive statistics
Standard deviation | 1472.9059 |
---|---|
Coefficient of variation (CV) | 0.70169522 |
Kurtosis | 0.54807672 |
Mean | 2099.0679 |
Median Absolute Deviation (MAD) | 685.5 |
Skewness | 1.1761109 |
Sum | 1947935 |
Variance | 2169451.8 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
458 | 3 | 0.3% |
454 | 3 | 0.3% |
2203 | 3 | 0.3% |
1994 | 3 | 0.3% |
1164 | 3 | 0.3% |
1181 | 3 | 0.3% |
449 | 3 | 0.3% |
1688 | 3 | 0.3% |
2034 | 3 | 0.3% |
543 | 3 | 0.3% |
Other values (785) | 898 |
Value | Count | Frequency (%) |
356 | 2 | |
360 | 1 | |
361 | 2 | |
363 | 1 | |
364 | 1 | |
367 | 1 | |
368 | 1 | |
369 | 2 | |
371 | 1 | |
373 | 1 |
Value | Count | Frequency (%) |
6625 | 1 | |
6619 | 1 | |
6534 | 1 | |
6479 | 1 | |
6399 | 1 | |
6341 | 1 | |
6332 | 1 | |
6303 | 1 | |
6297 | 1 | |
6287 | 1 |
폐업가맹점수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 231 |
---|---|
Distinct (%) | 24.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 80.863147 |
Minimum | 1 |
---|---|
Maximum | 1049 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.3 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 12 |
Q1 | 26 |
median | 53 |
Q3 | 99 |
95-th percentile | 243.65 |
Maximum | 1049 |
Range | 1048 |
Interquartile range (IQR) | 73 |
Descriptive statistics
Standard deviation | 86.491119 |
---|---|
Coefficient of variation (CV) | 1.0695987 |
Kurtosis | 25.689938 |
Mean | 80.863147 |
Median Absolute Deviation (MAD) | 30 |
Skewness | 3.6348072 |
Sum | 75041 |
Variance | 7480.7137 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
23 | 20 | 2.2% |
22 | 19 | 2.0% |
19 | 18 | 1.9% |
24 | 16 | 1.7% |
26 | 15 | 1.6% |
31 | 14 | 1.5% |
21 | 13 | 1.4% |
20 | 13 | 1.4% |
42 | 13 | 1.4% |
30 | 13 | 1.4% |
Other values (221) | 774 |
Value | Count | Frequency (%) |
1 | 1 | 0.1% |
3 | 1 | 0.1% |
5 | 5 | |
6 | 3 | 0.3% |
7 | 3 | 0.3% |
8 | 7 | |
9 | 7 | |
10 | 12 | |
11 | 5 | |
12 | 7 |
Value | Count | Frequency (%) |
1049 | 1 | |
810 | 1 | |
642 | 1 | |
587 | 1 | |
481 | 1 | |
449 | 1 | |
422 | 1 | |
372 | 1 | |
342 | 1 | |
318 | 1 |
기준연월 | 시군구명 | 가맹점수 | 휴업가맹점수 | 폐업가맹점수 | |
---|---|---|---|---|---|
기준연월 | 1.000 | 0.000 | 0.320 | 0.382 | 0.000 |
시군구명 | 0.000 | 1.000 | 0.934 | 0.897 | 0.700 |
가맹점수 | 0.320 | 0.934 | 1.000 | 0.906 | 0.710 |
휴업가맹점수 | 0.382 | 0.897 | 0.906 | 1.000 | 0.776 |
폐업가맹점수 | 0.000 | 0.700 | 0.710 | 0.776 | 1.000 |
기준연월 | 가맹점수 | 휴업가맹점수 | 폐업가맹점수 | 시군구명 | |
---|---|---|---|---|---|
기준연월 | 1.000 | 0.106 | 0.161 | -0.040 | 0.000 |
가맹점수 | 0.106 | 1.000 | 0.994 | 0.900 | 0.733 |
휴업가맹점수 | 0.161 | 0.994 | 1.000 | 0.882 | 0.658 |
폐업가맹점수 | -0.040 | 0.900 | 0.882 | 1.000 | 0.378 |
시군구명 | 0.000 | 0.733 | 0.658 | 0.378 | 1.000 |
기준연월 | 시군구명 | 가맹점수 | 휴업가맹점수 | 폐업가맹점수 | |
---|---|---|---|---|---|
0 | 201901 | 계룡시 | 1740 | 393 | 57 |
1 | 201901 | 공주시 | 6824 | 1628 | 151 |
2 | 201901 | 금산군 | 3735 | 923 | 100 |
3 | 201901 | 논산시 | 7690 | 1841 | 222 |
4 | 201901 | 당진시 | 9378 | 1955 | 269 |
5 | 201901 | 보령시 | 7098 | 1547 | 153 |
6 | 201901 | 부여군 | 3289 | 767 | 101 |
7 | 201901 | 서산시 | 10072 | 2012 | 239 |
8 | 201901 | 서천군 | 3169 | 672 | 71 |
9 | 201901 | 아산시 | 16239 | 3680 | 481 |
기준연월 | 시군구명 | 가맹점수 | 휴업가맹점수 | 폐업가맹점수 | |
---|---|---|---|---|---|
918 | 202310 | 부여군 | 3680 | 1010 | 23 |
919 | 202310 | 서산시 | 11708 | 2580 | 85 |
920 | 202310 | 서천군 | 3647 | 903 | 22 |
921 | 202310 | 아산시 | 19262 | 4632 | 165 |
922 | 202310 | 예산군 | 5620 | 1383 | 42 |
923 | 202310 | 천안시 동남구 | 17920 | 4658 | 140 |
924 | 202310 | 천안시 서북구 | 24586 | 5806 | 270 |
925 | 202310 | 청양군 | 1870 | 483 | 15 |
926 | 202310 | 태안군 | 6040 | 1576 | 42 |
927 | 202310 | 홍성군 | 7133 | 1767 | 50 |