Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 200 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 53 |
Duplicate rows (%) | 26.5% |
Total size in memory | 7.0 KiB |
Average record size in memory | 35.7 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 1 |
Dataset
Description | Sample |
---|---|
Author | (주)네스 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=NES00021 |
YEAR has constant value "" | Constant |
MONTH has constant value "" | Constant |
Dataset has 53 (26.5%) duplicate rows | Duplicates |
Reproduction
Analysis started | 2023-12-10 06:15:06.002030 |
---|---|
Analysis finished | 2023-12-10 06:15:06.367964 |
Duration | 0.37 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
YEAR
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
2020 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2020 |
---|---|
2nd row | 2020 |
3rd row | 2020 |
4th row | 2020 |
5th row | 2020 |
Common Values
Value | Count | Frequency (%) |
2020 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020 | 200 |
MONTH
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
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 | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 200 |
SPAM_STTEMNT_VALUE
Real number (ℝ)
Distinct | 15 |
---|---|
Distinct (%) | 7.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14.98 |
Minimum | 1 |
---|---|
Maximum | 99 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 4 |
median | 8 |
Q3 | 11 |
95-th percentile | 99 |
Maximum | 99 |
Range | 98 |
Interquartile range (IQR) | 7 |
Descriptive statistics
Standard deviation | 25.947562 |
---|---|
Coefficient of variation (CV) | 1.732147 |
Kurtosis | 6.6531816 |
Mean | 14.98 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 2.8857326 |
Sum | 2996 |
Variance | 673.27598 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 21 | |
8 | 19 | |
99 | 17 | |
6 | 17 | |
14 | 16 | 8.0% |
10 | 15 | 7.5% |
1 | 14 | 7.0% |
4 | 14 | 7.0% |
2 | 13 | 6.5% |
11 | 12 | 6.0% |
Other values (5) | 42 |
Value | Count | Frequency (%) |
1 | 14 | |
2 | 13 | |
3 | 10 | |
4 | 14 | |
5 | 21 | |
6 | 17 | |
7 | 9 | |
8 | 19 | |
9 | 8 | 4.0% |
10 | 15 |
Value | Count | Frequency (%) |
99 | 17 | |
14 | 16 | |
13 | 7 | 3.5% |
12 | 8 | |
11 | 12 | |
10 | 15 | |
9 | 8 | |
8 | 19 | |
7 | 9 | |
6 | 17 |
GRAD
Categorical
Distinct | 12 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
E1 | |
---|---|
C1 | |
C2 | |
D9 | |
C7 | |
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 | D9 |
---|---|
2nd row | E1 |
3rd row | D9 |
4th row | D5 |
5th row | A2 |
Common Values
Value | Count | Frequency (%) |
E1 | 21 | |
C1 | 21 | |
C2 | 20 | |
D9 | 19 | |
C7 | 19 | |
D6 | 19 | |
B1 | 18 | |
A2 | 17 | |
D5 | 13 | |
B2 | 13 | |
Other values (2) | 20 |
Length
Value | Count | Frequency (%) |
e1 | 21 | |
c1 | 21 | |
c2 | 20 | |
d9 | 19 | |
c7 | 19 | |
d6 | 19 | |
b1 | 18 | |
a2 | 17 | |
d5 | 13 | |
b2 | 13 | |
Other values (2) | 20 |
SPAM_STTEMNT_VALUE | GRAD | |
---|---|---|
SPAM_STTEMNT_VALUE | 1.000 | 0.000 |
GRAD | 0.000 | 1.000 |
SPAM_STTEMNT_VALUE | GRAD | |
---|---|---|
SPAM_STTEMNT_VALUE | 1.000 | 0.000 |
GRAD | 0.000 | 1.000 |
YEAR | MONTH | SPAM_STTEMNT_VALUE | GRAD | |
---|---|---|---|---|
0 | 2020 | 1 | 12 | D9 |
1 | 2020 | 1 | 7 | E1 |
2 | 2020 | 1 | 5 | D9 |
3 | 2020 | 1 | 99 | D5 |
4 | 2020 | 1 | 11 | A2 |
5 | 2020 | 1 | 3 | D9 |
6 | 2020 | 1 | 9 | A2 |
7 | 2020 | 1 | 10 | C1 |
8 | 2020 | 1 | 1 | E1 |
9 | 2020 | 1 | 11 | C7 |
YEAR | MONTH | SPAM_STTEMNT_VALUE | GRAD | |
---|---|---|---|---|
190 | 2020 | 1 | 4 | E1 |
191 | 2020 | 1 | 3 | D9 |
192 | 2020 | 1 | 4 | D8 |
193 | 2020 | 1 | 9 | A1 |
194 | 2020 | 1 | 6 | A2 |
195 | 2020 | 1 | 6 | C2 |
196 | 2020 | 1 | 10 | D6 |
197 | 2020 | 1 | 1 | A2 |
198 | 2020 | 1 | 6 | D8 |
199 | 2020 | 1 | 7 | C2 |
Most frequently occurring
YEAR | MONTH | SPAM_STTEMNT_VALUE | GRAD | # duplicates | |
---|---|---|---|---|---|
15 | 2020 | 1 | 5 | B1 | 5 |
27 | 2020 | 1 | 8 | C7 | 5 |
19 | 2020 | 1 | 5 | E1 | 4 |
28 | 2020 | 1 | 8 | D6 | 4 |
34 | 2020 | 1 | 10 | C1 | 4 |
1 | 2020 | 1 | 1 | C7 | 3 |
3 | 2020 | 1 | 1 | E1 | 3 |
6 | 2020 | 1 | 2 | C1 | 3 |
11 | 2020 | 1 | 4 | C1 | 3 |
12 | 2020 | 1 | 4 | C2 | 3 |