Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.3 KiB |
Average record size in memory | 54.3 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 4 |
Dataset
Description | Sample |
---|---|
Author | 부산정보산업진흥원 |
URL | https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=82fe5d30-2d4a-11eb-af9a-4b03f0a582d6 |
colct_de is highly overall correlated with avrg_dynmc_popltn_co and 3 other fields | High correlation |
avrg_dynmc_popltn_co is highly overall correlated with colct_de and 3 other fields | High correlation |
avrg_stay_pd is highly overall correlated with colct_de and 3 other fields | High correlation |
mxmm_stay_pd is highly overall correlated with avrg_dynmc_popltn_co and 1 other fields | High correlation |
macadrs_nm is highly overall correlated with colct_de | High correlation |
mumm_stay_pd is highly overall correlated with colct_de and 2 other fields | High correlation |
macadrs_nm is highly imbalanced (80.6%) | Imbalance |
colct_de has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 10:03:56.097545 |
---|---|
Analysis finished | 2023-12-10 10:04:00.059737 |
Duration | 3.96 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
macadrs_nm
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
78:A3:51:63:16:5C | |
---|---|
78:A3:51:63:24:B8 | 3 |
Length
Max length | 17 |
---|---|
Median length | 17 |
Mean length | 17 |
Min length | 17 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 78:A3:51:63:16:5C |
---|---|
2nd row | 78:A3:51:63:24:B8 |
3rd row | 78:A3:51:63:16:5C |
4th row | 78:A3:51:63:16:5C |
5th row | 78:A3:51:63:16:5C |
Common Values
Value | Count | Frequency (%) |
78:A3:51:63:16:5C | 97 | |
78:A3:51:63:24:B8 | 3 | 3.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
78:a3:51:63:16:5c | 97 | |
78:a3:51:63:24:b8 | 3 | 3.0% |
colct_de
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20210269 |
Minimum | 20210105 |
---|---|
Maximum | 20210630 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 20210105 |
---|---|
5-th percentile | 20210111 |
Q1 | 20210184 |
median | 20210302 |
Q3 | 20210327 |
95-th percentile | 20210416 |
Maximum | 20210630 |
Range | 525 |
Interquartile range (IQR) | 143.75 |
Descriptive statistics
Standard deviation | 121.20828 |
---|---|
Coefficient of variation (CV) | 5.9973609 × 10-6 |
Kurtosis | 0.42396044 |
Mean | 20210269 |
Median Absolute Deviation (MAD) | 97.5 |
Skewness | 0.59517197 |
Sum | 2.0210269 × 109 |
Variance | 14691.447 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20210105 | 1 | 1.0% |
20210314 | 1 | 1.0% |
20210324 | 1 | 1.0% |
20210323 | 1 | 1.0% |
20210322 | 1 | 1.0% |
20210321 | 1 | 1.0% |
20210320 | 1 | 1.0% |
20210319 | 1 | 1.0% |
20210318 | 1 | 1.0% |
20210317 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
20210105 | 1 | |
20210107 | 1 | |
20210108 | 1 | |
20210109 | 1 | |
20210110 | 1 | |
20210111 | 1 | |
20210113 | 1 | |
20210114 | 1 | |
20210115 | 1 | |
20210116 | 1 |
Value | Count | Frequency (%) |
20210630 | 1 | |
20210629 | 1 | |
20210628 | 1 | |
20210418 | 1 | |
20210417 | 1 | |
20210416 | 1 | |
20210415 | 1 | |
20210414 | 1 | |
20210413 | 1 | |
20210412 | 1 |
avrg_dynmc_popltn_co
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 136.90684 |
Minimum | 1 |
---|---|
Maximum | 984.4286 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2.7125 |
Q1 | 65.79795 |
median | 118.83425 |
Q3 | 177.04892 |
95-th percentile | 295.63082 |
Maximum | 984.4286 |
Range | 983.4286 |
Interquartile range (IQR) | 111.25097 |
Descriptive statistics
Standard deviation | 135.93512 |
---|---|
Coefficient of variation (CV) | 0.99290233 |
Kurtosis | 16.539816 |
Mean | 136.90684 |
Median Absolute Deviation (MAD) | 57.4479 |
Skewness | 3.3269699 |
Sum | 13690.684 |
Variance | 18478.358 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8.0 | 2 | 2.0% |
1.3333 | 2 | 2.0% |
71.4545 | 1 | 1.0% |
140.0 | 1 | 1.0% |
261.0833 | 1 | 1.0% |
136.5652 | 1 | 1.0% |
127.087 | 1 | 1.0% |
56.8182 | 1 | 1.0% |
176.5 | 1 | 1.0% |
186.6667 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
1.0 | 1 | |
1.3333 | 2 | |
1.5 | 1 | |
2.0 | 1 | |
2.75 | 1 | |
3.0 | 1 | |
5.5 | 1 | |
6.6667 | 1 | |
8.0 | 2 | |
9.2 | 1 |
Value | Count | Frequency (%) |
984.4286 | 1 | |
643.6087 | 1 | |
543.5417 | 1 | |
403.4286 | 1 | |
376.1818 | 1 | |
291.3913 | 1 | |
271.7143 | 1 | |
261.0833 | 1 | |
254.8182 | 1 | |
234.7917 | 1 |
avrg_stay_pd
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 89 |
---|---|
Distinct (%) | 89.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 215.05 |
Minimum | 1 |
---|---|
Maximum | 1263 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3.95 |
Q1 | 112 |
median | 203.5 |
Q3 | 280.5 |
95-th percentile | 436.55 |
Maximum | 1263 |
Range | 1262 |
Interquartile range (IQR) | 168.5 |
Descriptive statistics
Standard deviation | 184.62818 |
---|---|
Coefficient of variation (CV) | 0.85853604 |
Kurtosis | 11.32596 |
Mean | 215.05 |
Median Absolute Deviation (MAD) | 87.5 |
Skewness | 2.5767125 |
Sum | 21505 |
Variance | 34087.563 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
218 | 2 | 2.0% |
3 | 2 | 2.0% |
125 | 2 | 2.0% |
16 | 2 | 2.0% |
216 | 2 | 2.0% |
138 | 2 | 2.0% |
4 | 2 | 2.0% |
2 | 2 | 2.0% |
112 | 2 | 2.0% |
67 | 2 | 2.0% |
Other values (79) | 80 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 2 | |
3 | 2 | |
4 | 2 | |
7 | 1 | |
10 | 1 | |
12 | 1 | |
15 | 1 | |
16 | 2 | |
18 | 1 |
Value | Count | Frequency (%) |
1263 | 1 | |
908 | 1 | |
713 | 1 | |
562 | 1 | |
504 | 1 | |
433 | 1 | |
420 | 1 | |
399 | 1 | |
396 | 1 | |
395 | 1 |
mxmm_stay_pd
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 61 |
---|---|
Distinct (%) | 61.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 49.13 |
Minimum | 1 |
---|---|
Maximum | 122 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 33 |
median | 52.5 |
Q3 | 64.25 |
95-th percentile | 91.35 |
Maximum | 122 |
Range | 121 |
Interquartile range (IQR) | 31.25 |
Descriptive statistics
Standard deviation | 26.69493 |
---|---|
Coefficient of variation (CV) | 0.54335294 |
Kurtosis | 0.15225375 |
Mean | 49.13 |
Median Absolute Deviation (MAD) | 16.5 |
Skewness | 0.11987182 |
Sum | 4913 |
Variance | 712.61929 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 6 | 6.0% |
33 | 4 | 4.0% |
69 | 4 | 4.0% |
58 | 3 | 3.0% |
54 | 3 | 3.0% |
62 | 3 | 3.0% |
44 | 3 | 3.0% |
35 | 3 | 3.0% |
84 | 2 | 2.0% |
13 | 2 | 2.0% |
Other values (51) | 67 |
Value | Count | Frequency (%) |
1 | 6 | |
2 | 1 | 1.0% |
3 | 2 | 2.0% |
6 | 1 | 1.0% |
8 | 1 | 1.0% |
9 | 1 | 1.0% |
13 | 2 | 2.0% |
17 | 1 | 1.0% |
24 | 1 | 1.0% |
27 | 2 | 2.0% |
Value | Count | Frequency (%) |
122 | 1 | |
117 | 1 | |
112 | 1 | |
103 | 1 | |
98 | 1 | |
91 | 1 | |
84 | 2 | |
83 | 1 | |
79 | 1 | |
78 | 2 |
mumm_stay_pd
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 | |
---|---|
1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 0 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
0 | 53 | |
1 | 47 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 53 | |
1 | 47 |
macadrs_nm | colct_de | avrg_dynmc_popltn_co | avrg_stay_pd | mxmm_stay_pd | mumm_stay_pd | |
---|---|---|---|---|---|---|
macadrs_nm | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.060 |
colct_de | 1.000 | 1.000 | 0.387 | 0.448 | 0.576 | 0.919 |
avrg_dynmc_popltn_co | 0.000 | 0.387 | 1.000 | 0.992 | 0.549 | 0.767 |
avrg_stay_pd | 0.000 | 0.448 | 0.992 | 1.000 | 0.610 | 0.763 |
mxmm_stay_pd | 0.000 | 0.576 | 0.549 | 0.610 | 1.000 | 0.644 |
mumm_stay_pd | 0.060 | 0.919 | 0.767 | 0.763 | 0.644 | 1.000 |
mumm_stay_pd | macadrs_nm | |
---|---|---|
mumm_stay_pd | 1.000 | 0.037 |
macadrs_nm | 0.037 | 1.000 |
colct_de | avrg_dynmc_popltn_co | avrg_stay_pd | mxmm_stay_pd | macadrs_nm | mumm_stay_pd | |
---|---|---|---|---|---|---|
colct_de | 1.000 | 0.539 | 0.539 | 0.444 | 0.974 | 0.955 |
avrg_dynmc_popltn_co | 0.539 | 1.000 | 0.997 | 0.698 | 0.000 | 0.572 |
avrg_stay_pd | 0.539 | 0.997 | 1.000 | 0.721 | 0.000 | 0.569 |
mxmm_stay_pd | 0.444 | 0.698 | 0.721 | 1.000 | 0.000 | 0.478 |
macadrs_nm | 0.974 | 0.000 | 0.000 | 0.000 | 1.000 | 0.037 |
mumm_stay_pd | 0.955 | 0.572 | 0.569 | 0.478 | 0.037 | 1.000 |
macadrs_nm | colct_de | avrg_dynmc_popltn_co | avrg_stay_pd | mxmm_stay_pd | mumm_stay_pd | |
---|---|---|---|---|---|---|
0 | 78:A3:51:63:16:5C | 20210105 | 71.4545 | 120 | 29 | 1 |
1 | 78:A3:51:63:24:B8 | 20210628 | 122.75 | 203 | 43 | 0 |
2 | 78:A3:51:63:16:5C | 20210107 | 58.9565 | 98 | 33 | 1 |
3 | 78:A3:51:63:16:5C | 20210108 | 41.8696 | 67 | 33 | 1 |
4 | 78:A3:51:63:16:5C | 20210109 | 61.4091 | 108 | 54 | 1 |
5 | 78:A3:51:63:16:5C | 20210110 | 61.3636 | 116 | 62 | 1 |
6 | 78:A3:51:63:16:5C | 20210111 | 81.3913 | 142 | 42 | 1 |
7 | 78:A3:51:63:24:B8 | 20210629 | 119.625 | 211 | 70 | 0 |
8 | 78:A3:51:63:16:5C | 20210113 | 82.2083 | 135 | 29 | 1 |
9 | 78:A3:51:63:16:5C | 20210114 | 178.6957 | 291 | 52 | 1 |
macadrs_nm | colct_de | avrg_dynmc_popltn_co | avrg_stay_pd | mxmm_stay_pd | mumm_stay_pd | |
---|---|---|---|---|---|---|
90 | 78:A3:51:63:16:5C | 20210409 | 376.1818 | 504 | 59 | 0 |
91 | 78:A3:51:63:16:5C | 20210410 | 213.1739 | 333 | 68 | 0 |
92 | 78:A3:51:63:16:5C | 20210411 | 254.8182 | 396 | 83 | 0 |
93 | 78:A3:51:63:16:5C | 20210412 | 76.4545 | 125 | 40 | 0 |
94 | 78:A3:51:63:16:5C | 20210413 | 181.9565 | 304 | 77 | 0 |
95 | 78:A3:51:63:16:5C | 20210414 | 129.1304 | 217 | 62 | 0 |
96 | 78:A3:51:63:16:5C | 20210415 | 145.6957 | 252 | 76 | 0 |
97 | 78:A3:51:63:16:5C | 20210416 | 543.5417 | 713 | 60 | 0 |
98 | 78:A3:51:63:16:5C | 20210417 | 403.4286 | 562 | 63 | 0 |
99 | 78:A3:51:63:16:5C | 20210418 | 271.7143 | 420 | 66 | 0 |