Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 199 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 8.7 KiB |
Average record size in memory | 44.7 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 2 |
Dataset
Description | Sample |
---|---|
Author | (주)네스 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=NES00015 |
Reproduction
Analysis started | 2023-12-10 06:13:36.676477 |
---|---|
Analysis finished | 2023-12-10 06:13:38.120754 |
Duration | 1.44 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
DATE
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
20200101 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20200101 |
---|---|
2nd row | 20200101 |
3rd row | 20200101 |
4th row | 20200101 |
5th row | 20200101 |
Common Values
Value | Count | Frequency (%) |
20200101 | 199 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20200101 | 199 |
HMS
Real number (ℝ)
Distinct | 115 |
---|---|
Distinct (%) | 57.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2152.5226 |
Minimum | 208 |
---|---|
Maximum | 3533 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 208 |
---|---|
5-th percentile | 551.7 |
Q1 | 1436 |
median | 2215 |
Q3 | 2835.5 |
95-th percentile | 3426 |
Maximum | 3533 |
Range | 3325 |
Interquartile range (IQR) | 1399.5 |
Descriptive statistics
Standard deviation | 894.63633 |
---|---|
Coefficient of variation (CV) | 0.41562227 |
Kurtosis | -0.98159281 |
Mean | 2152.5226 |
Median Absolute Deviation (MAD) | 771 |
Skewness | -0.3005841 |
Sum | 428352 |
Variance | 800374.16 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
1444 | 6 | 3.0% |
1800 | 5 | 2.5% |
2309 | 4 | 2.0% |
2829 | 4 | 2.0% |
1904 | 4 | 2.0% |
2809 | 4 | 2.0% |
2001 | 4 | 2.0% |
1108 | 4 | 2.0% |
2048 | 4 | 2.0% |
1953 | 4 | 2.0% |
Other values (105) | 156 |
Value | Count | Frequency (%) |
208 | 1 | 0.5% |
254 | 1 | 0.5% |
317 | 4 | |
318 | 1 | 0.5% |
333 | 2 | |
522 | 1 | 0.5% |
555 | 1 | 0.5% |
657 | 1 | 0.5% |
704 | 1 | 0.5% |
748 | 1 | 0.5% |
Value | Count | Frequency (%) |
3533 | 1 | 0.5% |
3450 | 2 | |
3444 | 1 | 0.5% |
3442 | 2 | |
3431 | 2 | |
3426 | 4 | |
3423 | 1 | 0.5% |
3413 | 1 | 0.5% |
3407 | 2 | |
3305 | 1 | 0.5% |
DAYWEEK
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
WED |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | WED |
---|---|
2nd row | WED |
3rd row | WED |
4th row | WED |
5th row | WED |
Common Values
Value | Count | Frequency (%) |
WED | 199 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
wed | 199 |
TELOFCNO
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
31 | |
---|---|
32 | 14 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 31 |
---|---|
2nd row | 31 |
3rd row | 31 |
4th row | 31 |
5th row | 31 |
Common Values
Value | Count | Frequency (%) |
31 | 185 | |
32 | 14 | 7.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
31 | 185 | |
32 | 14 | 7.0% |
TELNO_RP_VALUE
Real number (ℝ)
Distinct | 23 |
---|---|
Distinct (%) | 11.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6275.2161 |
Minimum | 809 |
---|---|
Maximum | 9782 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 809 |
---|---|
5-th percentile | 2001 |
Q1 | 3856 |
median | 7229 |
Q3 | 9614 |
95-th percentile | 9685 |
Maximum | 9782 |
Range | 8973 |
Interquartile range (IQR) | 5758 |
Descriptive statistics
Standard deviation | 2924.1542 |
---|---|
Coefficient of variation (CV) | 0.46598462 |
Kurtosis | -1.4186215 |
Mean | 6275.2161 |
Median Absolute Deviation (MAD) | 2403 |
Skewness | -0.13067315 |
Sum | 1248768 |
Variance | 8550677.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9620 | 31 | |
9614 | 21 | |
3650 | 19 | |
2001 | 18 | |
5279 | 16 | |
3856 | 14 | 7.0% |
4745 | 13 | 6.5% |
9685 | 13 | 6.5% |
3934 | 9 | 4.5% |
7287 | 8 | 4.0% |
Other values (13) | 37 |
Value | Count | Frequency (%) |
809 | 4 | 2.0% |
1155 | 3 | 1.5% |
2001 | 18 | |
2245 | 1 | 0.5% |
2345 | 1 | 0.5% |
3650 | 19 | |
3820 | 1 | 0.5% |
3856 | 14 | |
3934 | 9 | |
4745 | 13 |
Value | Count | Frequency (%) |
9782 | 1 | 0.5% |
9685 | 13 | |
9632 | 4 | 2.0% |
9620 | 31 | |
9614 | 21 | |
7298 | 7 | 3.5% |
7296 | 7 | 3.5% |
7294 | 1 | 0.5% |
7292 | 1 | 0.5% |
7287 | 8 | 4.0% |
HMS | TELOFCNO | TELNO_RP_VALUE | |
---|---|---|---|
HMS | 1.000 | 0.238 | 0.354 |
TELOFCNO | 0.238 | 1.000 | 0.722 |
TELNO_RP_VALUE | 0.354 | 0.722 | 1.000 |
HMS | TELNO_RP_VALUE | TELOFCNO | |
---|---|---|---|
HMS | 1.000 | -0.395 | 0.180 |
TELNO_RP_VALUE | -0.395 | 1.000 | 0.385 |
TELOFCNO | 0.180 | 0.385 | 1.000 |
DATE | HMS | DAYWEEK | TELOFCNO | TELNO_RP_VALUE | |
---|---|---|---|---|---|
0 | 20200101 | 208 | WED | 31 | 9620 |
1 | 20200101 | 254 | WED | 31 | 9620 |
2 | 20200101 | 317 | WED | 31 | 9614 |
3 | 20200101 | 317 | WED | 31 | 3856 |
4 | 20200101 | 317 | WED | 31 | 4745 |
5 | 20200101 | 317 | WED | 31 | 5279 |
6 | 20200101 | 318 | WED | 31 | 9685 |
7 | 20200101 | 333 | WED | 31 | 809 |
8 | 20200101 | 333 | WED | 31 | 7229 |
9 | 20200101 | 522 | WED | 31 | 7229 |
DATE | HMS | DAYWEEK | TELOFCNO | TELNO_RP_VALUE | |
---|---|---|---|---|---|
189 | 20200101 | 3426 | WED | 31 | 5279 |
190 | 20200101 | 3426 | WED | 31 | 9632 |
191 | 20200101 | 3431 | WED | 31 | 7287 |
192 | 20200101 | 3431 | WED | 31 | 7296 |
193 | 20200101 | 3442 | WED | 31 | 3650 |
194 | 20200101 | 3442 | WED | 31 | 2001 |
195 | 20200101 | 3444 | WED | 32 | 1155 |
196 | 20200101 | 3450 | WED | 31 | 3650 |
197 | 20200101 | 3450 | WED | 31 | 2001 |
198 | 20200101 | 3533 | WED | 31 | 3650 |