Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 6.8 KiB |
Average record size in memory | 69.3 B |
Variable types
Categorical | 6 |
---|---|
Numeric | 2 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 데이터웨이 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=a6831fc0-2f03-11ea-bccd-b704c648ae09 |
Reproduction
Analysis started | 2023-12-10 11:53:54.528168 |
---|---|
Analysis finished | 2023-12-10 11:53:57.619918 |
Duration | 3.09 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
행정동코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1111051500 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1111051500 |
---|---|
2nd row | 1111051500 |
3rd row | 1111051500 |
4th row | 1111051500 |
5th row | 1111051500 |
Common Values
Value | Count | Frequency (%) |
1111051500 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1111051500 | 100 |
시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
서울특별시 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서울특별시 |
---|---|
2nd row | 서울특별시 |
3rd row | 서울특별시 |
4th row | 서울특별시 |
5th row | 서울특별시 |
Common Values
Value | Count | Frequency (%) |
서울특별시 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
서울특별시 | 100 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
종로구 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 종로구 |
---|---|
2nd row | 종로구 |
3rd row | 종로구 |
4th row | 종로구 |
5th row | 종로구 |
Common Values
Value | Count | Frequency (%) |
종로구 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
종로구 | 100 |
행정동명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
청운효자동 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 청운효자동 |
---|---|
2nd row | 청운효자동 |
3rd row | 청운효자동 |
4th row | 청운효자동 |
5th row | 청운효자동 |
Common Values
Value | Count | Frequency (%) |
청운효자동 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
청운효자동 | 100 |
기준일자
Real number (ℝ)
Distinct | 55 |
---|---|
Distinct (%) | 55.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20200921 |
Minimum | 20200801 |
---|---|
Maximum | 20201023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 20200801 |
---|---|
5-th percentile | 20200803 |
Q1 | 20200819 |
median | 20200924 |
Q3 | 20201009 |
95-th percentile | 20201021 |
Maximum | 20201023 |
Range | 222 |
Interquartile range (IQR) | 190.25 |
Descriptive statistics
Standard deviation | 83.824691 |
---|---|
Coefficient of variation (CV) | 4.1495481 × 10-6 |
Kurtosis | -1.4872858 |
Mean | 20200921 |
Median Absolute Deviation (MAD) | 91 |
Skewness | -0.1843506 |
Sum | 2.0200921 × 109 |
Variance | 7026.5789 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20201009 | 4 | 4.0% |
20201017 | 4 | 4.0% |
20201016 | 3 | 3.0% |
20200801 | 3 | 3.0% |
20200924 | 3 | 3.0% |
20200803 | 3 | 3.0% |
20200806 | 3 | 3.0% |
20200817 | 3 | 3.0% |
20201023 | 3 | 3.0% |
20200904 | 3 | 3.0% |
Other values (45) | 68 |
Value | Count | Frequency (%) |
20200801 | 3 | |
20200803 | 3 | |
20200804 | 2 | |
20200806 | 3 | |
20200807 | 2 | |
20200808 | 3 | |
20200810 | 1 | 1.0% |
20200811 | 1 | 1.0% |
20200813 | 2 | |
20200815 | 1 | 1.0% |
Value | Count | Frequency (%) |
20201023 | 3 | |
20201022 | 1 | 1.0% |
20201021 | 2 | |
20201020 | 3 | |
20201019 | 2 | |
20201017 | 4 | |
20201016 | 3 | |
20201015 | 1 | 1.0% |
20201014 | 2 | |
20201012 | 1 | 1.0% |
성별
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
F | |
---|---|
M |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | M |
---|---|
2nd row | F |
3rd row | M |
4th row | M |
5th row | M |
Common Values
Value | Count | Frequency (%) |
F | 63 | |
M | 37 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
f | 63 | |
m | 37 |
연령대
Real number (ℝ)
Distinct | 11 |
---|---|
Distinct (%) | 11.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 39.65 |
Minimum | 20 |
---|---|
Maximum | 70 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 20 |
---|---|
5-th percentile | 20 |
Q1 | 28.75 |
median | 40 |
Q3 | 50 |
95-th percentile | 60 |
Maximum | 70 |
Range | 50 |
Interquartile range (IQR) | 21.25 |
Descriptive statistics
Standard deviation | 13.243161 |
---|---|
Coefficient of variation (CV) | 0.33400154 |
Kurtosis | -1.0865958 |
Mean | 39.65 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 0.22681466 |
Sum | 3965 |
Variance | 175.38131 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
25 | 18 | |
30 | 15 | |
50 | 15 | |
45 | 14 | |
35 | 8 | |
55 | 8 | |
20 | 7 | 7.0% |
60 | 6 | 6.0% |
40 | 5 | 5.0% |
65 | 3 | 3.0% |
Value | Count | Frequency (%) |
20 | 7 | 7.0% |
25 | 18 | |
30 | 15 | |
35 | 8 | |
40 | 5 | 5.0% |
45 | 14 | |
50 | 15 | |
55 | 8 | |
60 | 6 | 6.0% |
65 | 3 | 3.0% |
Value | Count | Frequency (%) |
70 | 1 | 1.0% |
65 | 3 | 3.0% |
60 | 6 | 6.0% |
55 | 8 | |
50 | 15 | |
45 | 14 | |
40 | 5 | 5.0% |
35 | 8 | |
30 | 15 | |
25 | 18 |
소비인구(명)
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
22.479082395 | |
---|---|
29.97210986 | |
37.465137325 | 3 |
44.95816479 | 2 |
Length
Max length | 12 |
---|---|
Median length | 12 |
Mean length | 11.81 |
Min length | 11 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 22.479082395 |
---|---|
2nd row | 22.479082395 |
3rd row | 22.479082395 |
4th row | 22.479082395 |
5th row | 22.479082395 |
Common Values
Value | Count | Frequency (%) |
22.479082395 | 78 | |
29.97210986 | 17 | 17.0% |
37.465137325 | 3 | 3.0% |
44.95816479 | 2 | 2.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
22.479082395 | 78 | |
29.97210986 | 17 | 17.0% |
37.465137325 | 3 | 3.0% |
44.95816479 | 2 | 2.0% |
기준일자 | 성별 | 연령대 | 소비인구(명) | |
---|---|---|---|---|
기준일자 | 1.000 | 0.000 | 0.000 | 0.000 |
성별 | 0.000 | 1.000 | 0.436 | 0.070 |
연령대 | 0.000 | 0.436 | 1.000 | 0.000 |
소비인구(명) | 0.000 | 0.070 | 0.000 | 1.000 |
소비인구(명) | 성별 | |
---|---|---|
소비인구(명) | 1.000 | 0.043 |
성별 | 0.043 | 1.000 |
기준일자 | 연령대 | 성별 | 소비인구(명) | |
---|---|---|---|---|
기준일자 | 1.000 | -0.139 | 0.000 | 0.000 |
연령대 | -0.139 | 1.000 | 0.309 | 0.000 |
성별 | 0.000 | 0.309 | 1.000 | 0.043 |
소비인구(명) | 0.000 | 0.000 | 0.043 | 1.000 |
행정동코드 | 시도명 | 시군구명 | 행정동명 | 기준일자 | 성별 | 연령대 | 소비인구(명) | |
---|---|---|---|---|---|---|---|---|
0 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200930 | M | 25 | 22.479082 |
1 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20201023 | F | 25 | 22.479082 |
2 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200830 | M | 30 | 22.479082 |
3 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200929 | M | 45 | 22.479082 |
4 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20201015 | M | 25 | 22.479082 |
5 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20201022 | M | 20 | 22.479082 |
6 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200808 | M | 30 | 22.479082 |
7 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200829 | M | 40 | 22.479082 |
8 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200919 | F | 50 | 22.479082 |
9 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200929 | F | 60 | 22.479082 |
행정동코드 | 시도명 | 시군구명 | 행정동명 | 기준일자 | 성별 | 연령대 | 소비인구(명) | |
---|---|---|---|---|---|---|---|---|
90 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200926 | F | 20 | 22.479082 |
91 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200926 | F | 25 | 37.465137 |
92 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200927 | F | 50 | 22.479082 |
93 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20200928 | F | 65 | 29.97211 |
94 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20201003 | F | 30 | 22.479082 |
95 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20201004 | F | 25 | 22.479082 |
96 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20201005 | M | 20 | 22.479082 |
97 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20201005 | M | 55 | 22.479082 |
98 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20201023 | F | 55 | 22.479082 |
99 | 1111051500 | 서울특별시 | 종로구 | 청운효자동 | 20201023 | F | 50 | 29.97211 |