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 | 6.7 KiB |
Average record size in memory | 68.3 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=3cd99ad0-2f04-11ea-bccd-b704c648ae09 |
시도명 has constant value "" | Constant |
시군구명 has constant value "" | Constant |
행정동코드 is highly overall correlated with 기준일자 and 1 other fields | High correlation |
행정동명 is highly overall correlated with 기준일자 and 1 other fields | High correlation |
기준일자 is highly overall correlated with 행정동코드 and 2 other fields | High correlation |
성별 is highly overall correlated with 기준일자 and 1 other fields | High correlation |
연령대 is highly overall correlated with 성별 | High correlation |
행정동코드 is highly imbalanced (53.1%) | Imbalance |
행정동명 is highly imbalanced (53.1%) | Imbalance |
Reproduction
Analysis started | 2023-12-10 13:15:59.544038 |
---|---|
Analysis finished | 2023-12-10 13:16:01.119472 |
Duration | 1.58 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
행정동코드
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1111061500 | |
---|---|
1111053000 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1111053000 |
---|---|
2nd row | 1111053000 |
3rd row | 1111053000 |
4th row | 1111053000 |
5th row | 1111053000 |
Common Values
Value | Count | Frequency (%) |
1111061500 | 90 | |
1111053000 | 10 | 10.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1111061500 | 90 | |
1111053000 | 10 | 10.0% |
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
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
종로1.2.3.4가동 | |
---|---|
사직동 |
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 10.2 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 사직동 |
---|---|
2nd row | 사직동 |
3rd row | 사직동 |
4th row | 사직동 |
5th row | 사직동 |
Common Values
Value | Count | Frequency (%) |
종로1.2.3.4가동 | 90 | |
사직동 | 10 | 10.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
종로1.2.3.4가동 | 90 | |
사직동 | 10 | 10.0% |
기준일자
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 18.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20201008 |
Minimum | 20200804 |
---|---|
Maximum | 20201028 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 20200804 |
---|---|
5-th percentile | 20200812 |
Q1 | 20201020 |
median | 20201023 |
Q3 | 20201025 |
95-th percentile | 20201027 |
Maximum | 20201028 |
Range | 224 |
Interquartile range (IQR) | 4.75 |
Descriptive statistics
Standard deviation | 54.852662 |
---|---|
Coefficient of variation (CV) | 2.7153429 × 10-6 |
Kurtosis | 9.8332881 |
Mean | 20201008 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -3.4028321 |
Sum | 2.0201008 × 109 |
Variance | 3008.8145 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20201017 | 15 | |
20201024 | 15 | |
20201022 | 15 | |
20201023 | 13 | |
20201025 | 9 | |
20201027 | 9 | |
20201026 | 7 | |
20201021 | 6 | 6.0% |
20200807 | 2 | 2.0% |
20201018 | 1 | 1.0% |
Other values (8) | 8 |
Value | Count | Frequency (%) |
20200804 | 1 | 1.0% |
20200807 | 2 | 2.0% |
20200808 | 1 | 1.0% |
20200811 | 1 | 1.0% |
20200812 | 1 | 1.0% |
20200814 | 1 | 1.0% |
20201013 | 1 | 1.0% |
20201014 | 1 | 1.0% |
20201017 | 15 | |
20201018 | 1 | 1.0% |
Value | Count | Frequency (%) |
20201028 | 1 | 1.0% |
20201027 | 9 | |
20201026 | 7 | |
20201025 | 9 | |
20201024 | 15 | |
20201023 | 13 | |
20201022 | 15 | |
20201021 | 6 | 6.0% |
20201018 | 1 | 1.0% |
20201017 | 15 |
성별
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
M | |
---|---|
F | |
X |
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 | M |
3rd row | M |
4th row | X |
5th row | X |
Common Values
Value | Count | Frequency (%) |
M | 73 | |
F | 17 | 17.0% |
X | 10 | 10.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
m | 73 | |
f | 17 | 17.0% |
x | 10 | 10.0% |
연령대
Categorical
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 12.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
30 | |
---|---|
25 | |
35 | |
xx | |
60 | |
Other values (7) |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 40 |
---|---|
2nd row | 35 |
3rd row | 50 |
4th row | xx |
5th row | xx |
Common Values
Value | Count | Frequency (%) |
30 | 12 | |
25 | 12 | |
35 | 10 | |
xx | 10 | |
60 | 10 | |
40 | 9 | |
55 | 8 | |
20 | 8 | |
50 | 7 | |
45 | 7 | |
Other values (2) | 7 |
Length
Value | Count | Frequency (%) |
30 | 12 | |
25 | 12 | |
35 | 10 | |
xx | 10 | |
60 | 10 | |
40 | 9 | |
55 | 8 | |
20 | 8 | |
50 | 7 | |
45 | 7 | |
Other values (2) | 7 |
소비인구(명)
Real number (ℝ)
Distinct | 23 |
---|---|
Distinct (%) | 23.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 62.79157 |
Minimum | 22.479082 |
---|---|
Maximum | 329.69321 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 22.479082 |
---|---|
5-th percentile | 22.479082 |
Q1 | 29.97211 |
median | 44.958165 |
Q3 | 74.930275 |
95-th percentile | 172.71428 |
Maximum | 329.69321 |
Range | 307.21413 |
Interquartile range (IQR) | 44.958165 |
Descriptive statistics
Standard deviation | 55.837339 |
---|---|
Coefficient of variation (CV) | 0.88924897 |
Kurtosis | 8.6043228 |
Mean | 62.79157 |
Median Absolute Deviation (MAD) | 22.479082 |
Skewness | 2.684951 |
Sum | 6279.157 |
Variance | 3117.8085 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
22.479082395 | 18 | |
29.97210986 | 17 | |
37.465137325 | 13 | |
44.95816479 | 11 | |
52.451192255 | 6 | 6.0% |
74.93027465 | 6 | 6.0% |
89.91632958 | 4 | 4.0% |
67.437247185 | 4 | 4.0% |
82.423302115 | 4 | 4.0% |
134.87449437 | 2 | 2.0% |
Other values (13) | 15 |
Value | Count | Frequency (%) |
22.479082395 | 18 | |
29.97210986 | 17 | |
37.465137325 | 13 | |
44.95816479 | 11 | |
52.451192255 | 6 | 6.0% |
59.94421972 | 2 | 2.0% |
67.437247185 | 4 | 4.0% |
74.93027465 | 6 | 6.0% |
82.423302115 | 4 | 4.0% |
89.91632958 | 4 | 4.0% |
Value | Count | Frequency (%) |
329.69320846 | 1 | |
307.21412607 | 1 | |
239.77687888 | 1 | |
202.31174156 | 1 | |
179.83265916 | 1 | |
172.3396317 | 1 | |
149.8605493 | 1 | |
142.36752184 | 1 | |
134.87449437 | 2 | |
127.38146691 | 1 |
행정동코드 | 행정동명 | 기준일자 | 성별 | 연령대 | 소비인구(명) | |
---|---|---|---|---|---|---|
행정동코드 | 1.000 | 0.996 | 0.909 | 0.267 | 0.465 | 0.000 |
행정동명 | 0.996 | 1.000 | 0.909 | 0.267 | 0.465 | 0.000 |
기준일자 | 0.909 | 0.909 | 1.000 | 0.307 | 0.580 | 0.000 |
성별 | 0.267 | 0.267 | 0.307 | 1.000 | 0.940 | 0.000 |
연령대 | 0.465 | 0.465 | 0.580 | 0.940 | 1.000 | 0.000 |
소비인구(명) | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
행정동코드 | 성별 | 연령대 | 행정동명 | |
---|---|---|---|---|
행정동코드 | 1.000 | 0.432 | 0.341 | 0.944 |
성별 | 0.432 | 1.000 | 0.689 | 0.432 |
연령대 | 0.341 | 0.689 | 1.000 | 0.341 |
행정동명 | 0.944 | 0.432 | 0.341 | 1.000 |
기준일자 | 소비인구(명) | 행정동코드 | 행정동명 | 성별 | 연령대 | |
---|---|---|---|---|---|---|
기준일자 | 1.000 | 0.031 | 0.755 | 0.755 | 0.548 | 0.487 |
소비인구(명) | 0.031 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
행정동코드 | 0.755 | 0.000 | 1.000 | 0.944 | 0.432 | 0.341 |
행정동명 | 0.755 | 0.000 | 0.944 | 1.000 | 0.432 | 0.341 |
성별 | 0.548 | 0.000 | 0.432 | 0.432 | 1.000 | 0.689 |
연령대 | 0.487 | 0.000 | 0.341 | 0.341 | 0.689 | 1.000 |
행정동코드 | 시도명 | 시군구명 | 행정동명 | 기준일자 | 성별 | 연령대 | 소비인구(명) | |
---|---|---|---|---|---|---|---|---|
0 | 1111053000 | 서울특별시 | 종로구 | 사직동 | 20201014 | M | 40 | 29.97211 |
1 | 1111053000 | 서울특별시 | 종로구 | 사직동 | 20201028 | M | 35 | 22.479082 |
2 | 1111053000 | 서울특별시 | 종로구 | 사직동 | 20200807 | M | 50 | 22.479082 |
3 | 1111053000 | 서울특별시 | 종로구 | 사직동 | 20200804 | X | xx | 29.97211 |
4 | 1111053000 | 서울특별시 | 종로구 | 사직동 | 20200808 | X | xx | 22.479082 |
5 | 1111053000 | 서울특별시 | 종로구 | 사직동 | 20200807 | X | xx | 22.479082 |
6 | 1111053000 | 서울특별시 | 종로구 | 사직동 | 20200812 | X | xx | 29.97211 |
7 | 1111053000 | 서울특별시 | 종로구 | 사직동 | 20200814 | X | xx | 22.479082 |
8 | 1111053000 | 서울특별시 | 종로구 | 사직동 | 20201013 | M | 30 | 29.97211 |
9 | 1111053000 | 서울특별시 | 종로구 | 사직동 | 20200811 | M | 60 | 22.479082 |
행정동코드 | 시도명 | 시군구명 | 행정동명 | 기준일자 | 성별 | 연령대 | 소비인구(명) | |
---|---|---|---|---|---|---|---|---|
90 | 1111061500 | 서울특별시 | 종로구 | 종로1.2.3.4가동 | 20201022 | M | 30 | 97.409357 |
91 | 1111061500 | 서울특별시 | 종로구 | 종로1.2.3.4가동 | 20201022 | M | 25 | 82.423302 |
92 | 1111061500 | 서울특별시 | 종로구 | 종로1.2.3.4가동 | 20201022 | F | 30 | 29.97211 |
93 | 1111061500 | 서울특별시 | 종로구 | 종로1.2.3.4가동 | 20201022 | F | 25 | 37.465137 |
94 | 1111061500 | 서울특별시 | 종로구 | 종로1.2.3.4가동 | 20201026 | M | 25 | 74.930275 |
95 | 1111061500 | 서울특별시 | 종로구 | 종로1.2.3.4가동 | 20201021 | M | 45 | 29.97211 |
96 | 1111061500 | 서울특별시 | 종로구 | 종로1.2.3.4가동 | 20201021 | M | 35 | 44.958165 |
97 | 1111061500 | 서울특별시 | 종로구 | 종로1.2.3.4가동 | 20201018 | F | 20 | 44.958165 |
98 | 1111061500 | 서울특별시 | 종로구 | 종로1.2.3.4가동 | 20201025 | M | 55 | 82.423302 |
99 | 1111061500 | 서울특별시 | 종로구 | 종로1.2.3.4가동 | 20201025 | M | 60 | 67.437247 |