Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 500 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 26.5 KiB |
Average record size in memory | 54.3 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 3 |
Dataset
Description | Sample |
---|---|
Author | 해봄데이터㈜ |
URL | https://www.bigdata-coast.kr/gdsInfo/gdsInfoDetail.do?gdsCd=CT02HBM009 |
CTOF_LO is highly overall correlated with CTOF_LA and 1 other fields | High correlation |
CTOF_LA is highly overall correlated with CTOF_LO and 1 other fields | High correlation |
SST is highly overall correlated with CTOF_YMD | High correlation |
FSASSN_SZN_CTSH is highly overall correlated with MTBT_NETBT_SZN_CTSH | High correlation |
MTBT_NETBT_SZN_CTSH is highly overall correlated with CTOF_LO and 2 other fields | High correlation |
CTOF_YMD is highly overall correlated with SST | High correlation |
Reproduction
Analysis started | 2024-03-13 12:32:43.972978 |
---|---|
Analysis finished | 2024-03-13 12:32:46.196295 |
Duration | 2.22 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
FSASSN_SZN_CTSH
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.0 KiB |
100 | |
---|---|
0 | |
200 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.148 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 100 |
---|---|
2nd row | 100 |
3rd row | 100 |
4th row | 100 |
5th row | 100 |
Common Values
Value | Count | Frequency (%) |
100 | 251 | |
0 | 213 | |
200 | 36 | 7.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 251 | |
0 | 213 | |
200 | 36 | 7.2% |
MTBT_NETBT_SZN_CTSH
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.0 KiB |
100 | |
---|---|
0 | |
200 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.284 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
100 | 276 | |
0 | 179 | |
200 | 45 | 9.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 276 | |
0 | 179 | |
200 | 45 | 9.0% |
CTOF_LO
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 21 |
---|---|
Distinct (%) | 4.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.265 |
Minimum | 124.583 |
---|---|
Maximum | 127.917 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.5 KiB |
Quantile statistics
Minimum | 124.583 |
---|---|
5-th percentile | 124.583 |
Q1 | 125.417 |
median | 126.25 |
Q3 | 127.25 |
95-th percentile | 127.917 |
Maximum | 127.917 |
Range | 3.334 |
Interquartile range (IQR) | 1.833 |
Descriptive statistics
Standard deviation | 1.048753 |
---|---|
Coefficient of variation (CV) | 0.0083059679 |
Kurtosis | -1.2529047 |
Mean | 126.265 |
Median Absolute Deviation (MAD) | 0.833 |
Skewness | -0.02681825 |
Sum | 63132.499 |
Variance | 1.0998829 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
125.583 | 33 | 6.6% |
125.917 | 33 | 6.6% |
125.75 | 33 | 6.6% |
124.917 | 30 | 6.0% |
124.75 | 30 | 6.0% |
124.583 | 30 | 6.0% |
127.25 | 27 | 5.4% |
127.917 | 27 | 5.4% |
127.75 | 27 | 5.4% |
127.583 | 27 | 5.4% |
Other values (11) | 203 |
Value | Count | Frequency (%) |
124.583 | 30 | |
124.75 | 30 | |
124.917 | 30 | |
125.083 | 12 | 2.4% |
125.25 | 12 | 2.4% |
125.417 | 12 | 2.4% |
125.583 | 33 | |
125.75 | 33 | |
125.917 | 33 | |
126.083 | 22 |
Value | Count | Frequency (%) |
127.917 | 27 | |
127.75 | 27 | |
127.583 | 27 | |
127.417 | 27 | |
127.25 | 27 | |
127.083 | 27 | |
126.917 | 18 | |
126.75 | 17 | |
126.583 | 17 | |
126.417 | 18 |
CTOF_LA
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 30 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 34.394662 |
Minimum | 32.083 |
---|---|
Maximum | 36.917 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.5 KiB |
Quantile statistics
Minimum | 32.083 |
---|---|
5-th percentile | 32.417 |
Q1 | 33.20825 |
median | 34.25 |
Q3 | 35.583 |
95-th percentile | 36.583 |
Maximum | 36.917 |
Range | 4.834 |
Interquartile range (IQR) | 2.37475 |
Descriptive statistics
Standard deviation | 1.3629123 |
---|---|
Coefficient of variation (CV) | 0.039625694 |
Kurtosis | -1.1995494 |
Mean | 34.394662 |
Median Absolute Deviation (MAD) | 1.167 |
Skewness | 0.13303779 |
Sum | 17197.331 |
Variance | 1.85753 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
32.583 | 26 | 5.2% |
33.25 | 24 | 4.8% |
33.083 | 24 | 4.8% |
32.917 | 24 | 4.8% |
32.75 | 24 | 4.8% |
33.417 | 21 | 4.2% |
35.75 | 18 | 3.6% |
34.25 | 18 | 3.6% |
35.917 | 18 | 3.6% |
34.083 | 18 | 3.6% |
Other values (20) | 285 |
Value | Count | Frequency (%) |
32.083 | 9 | 1.8% |
32.25 | 9 | 1.8% |
32.417 | 9 | 1.8% |
32.583 | 26 | |
32.75 | 24 | |
32.917 | 24 | |
33.083 | 24 | |
33.25 | 24 | |
33.417 | 21 | |
33.583 | 15 |
Value | Count | Frequency (%) |
36.917 | 10 | |
36.75 | 11 | |
36.583 | 12 | |
36.417 | 15 | |
36.25 | 15 | |
36.083 | 15 | |
35.917 | 18 | |
35.75 | 18 | |
35.583 | 18 | |
35.417 | 18 |
CTOF_YMD
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 0.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.0 KiB |
20210814 | |
---|---|
20210807 | |
20210821 | |
20210828 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210807 |
---|---|
2nd row | 20210807 |
3rd row | 20210807 |
4th row | 20210807 |
5th row | 20210807 |
Common Values
Value | Count | Frequency (%) |
20210814 | 165 | |
20210807 | 144 | |
20210821 | 108 | |
20210828 | 83 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210814 | 165 | |
20210807 | 144 | |
20210821 | 108 | |
20210828 | 83 |
SST
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 11 |
---|---|
Distinct (%) | 2.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 22.08 |
Minimum | 3 |
---|---|
Maximum | 35 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.5 KiB |
Quantile statistics
Minimum | 3 |
---|---|
5-th percentile | 3 |
Q1 | 24 |
median | 25 |
Q3 | 27 |
95-th percentile | 28 |
Maximum | 35 |
Range | 32 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 8.5655319 |
---|---|
Coefficient of variation (CV) | 0.3879317 |
Kurtosis | 1.1080895 |
Mean | 22.08 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -1.7121683 |
Sum | 11040 |
Variance | 73.368337 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27 | 125 | |
25 | 122 | |
26 | 81 | |
3 | 74 | |
24 | 52 | |
28 | 26 | 5.2% |
4 | 9 | 1.8% |
23 | 8 | 1.6% |
22 | 1 | 0.2% |
34 | 1 | 0.2% |
Value | Count | Frequency (%) |
3 | 74 | |
4 | 9 | 1.8% |
22 | 1 | 0.2% |
23 | 8 | 1.6% |
24 | 52 | |
25 | 122 | |
26 | 81 | |
27 | 125 | |
28 | 26 | 5.2% |
34 | 1 | 0.2% |
Value | Count | Frequency (%) |
35 | 1 | 0.2% |
34 | 1 | 0.2% |
28 | 26 | 5.2% |
27 | 125 | |
26 | 81 | |
25 | 122 | |
24 | 52 | |
23 | 8 | 1.6% |
22 | 1 | 0.2% |
4 | 9 | 1.8% |
FSASSN_SZN_CTSH | MTBT_NETBT_SZN_CTSH | CTOF_LO | CTOF_LA | CTOF_YMD | SST | |
---|---|---|---|---|---|---|
FSASSN_SZN_CTSH | 1.000 | 0.861 | 0.597 | 0.611 | 0.477 | 0.373 |
MTBT_NETBT_SZN_CTSH | 0.861 | 1.000 | 0.811 | 0.754 | 0.459 | 0.477 |
CTOF_LO | 0.597 | 0.811 | 1.000 | 0.791 | 0.465 | 0.609 |
CTOF_LA | 0.611 | 0.754 | 0.791 | 1.000 | 0.486 | 0.566 |
CTOF_YMD | 0.477 | 0.459 | 0.465 | 0.486 | 1.000 | 0.732 |
SST | 0.373 | 0.477 | 0.609 | 0.566 | 0.732 | 1.000 |
FSASSN_SZN_CTSH | MTBT_NETBT_SZN_CTSH | CTOF_YMD | |
---|---|---|---|
FSASSN_SZN_CTSH | 1.000 | 0.549 | 0.473 |
MTBT_NETBT_SZN_CTSH | 0.549 | 1.000 | 0.454 |
CTOF_YMD | 0.473 | 0.454 | 1.000 |
CTOF_LO | CTOF_LA | SST | FSASSN_SZN_CTSH | MTBT_NETBT_SZN_CTSH | CTOF_YMD | |
---|---|---|---|---|---|---|
CTOF_LO | 1.000 | -0.693 | -0.016 | 0.438 | 0.703 | 0.294 |
CTOF_LA | -0.693 | 1.000 | -0.096 | 0.452 | 0.622 | 0.309 |
SST | -0.016 | -0.096 | 1.000 | 0.303 | 0.409 | 0.673 |
FSASSN_SZN_CTSH | 0.438 | 0.452 | 0.303 | 1.000 | 0.549 | 0.473 |
MTBT_NETBT_SZN_CTSH | 0.703 | 0.622 | 0.409 | 0.549 | 1.000 | 0.454 |
CTOF_YMD | 0.294 | 0.309 | 0.673 | 0.473 | 0.454 | 1.000 |
FSASSN_SZN_CTSH | MTBT_NETBT_SZN_CTSH | CTOF_LO | CTOF_LA | CTOF_YMD | SST | |
---|---|---|---|---|---|---|
0 | 100 | 0 | 125.583 | 34.083 | 20210807 | 28 |
1 | 100 | 0 | 125.75 | 34.083 | 20210807 | 27 |
2 | 100 | 0 | 125.917 | 34.083 | 20210807 | 27 |
3 | 100 | 0 | 125.583 | 34.25 | 20210807 | 27 |
4 | 100 | 0 | 125.75 | 34.25 | 20210807 | 26 |
5 | 100 | 0 | 125.917 | 34.25 | 20210807 | 25 |
6 | 100 | 0 | 125.583 | 34.417 | 20210807 | 27 |
7 | 100 | 0 | 125.75 | 34.417 | 20210807 | 26 |
8 | 100 | 0 | 125.917 | 34.417 | 20210807 | 24 |
9 | 100 | 0 | 125.583 | 34.583 | 20210807 | 26 |
FSASSN_SZN_CTSH | MTBT_NETBT_SZN_CTSH | CTOF_LO | CTOF_LA | CTOF_YMD | SST | |
---|---|---|---|---|---|---|
490 | 100 | 0 | 126.25 | 36.083 | 20210828 | 4 |
491 | 100 | 0 | 126.417 | 36.083 | 20210828 | 3 |
492 | 100 | 0 | 126.083 | 36.25 | 20210828 | 3 |
493 | 100 | 0 | 126.25 | 36.25 | 20210828 | 4 |
494 | 100 | 0 | 126.417 | 36.25 | 20210828 | 3 |
495 | 100 | 0 | 126.083 | 36.417 | 20210828 | 3 |
496 | 100 | 0 | 126.25 | 36.417 | 20210828 | 3 |
497 | 100 | 0 | 126.417 | 36.417 | 20210828 | 3 |
498 | 0 | 100 | 126.083 | 32.583 | 20210828 | 3 |
499 | 0 | 100 | 126.25 | 32.583 | 20210828 | 3 |