Dataset statistics
Number of variables | 13 |
---|---|
Number of observations | 187 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 20.6 KiB |
Average record size in memory | 112.7 B |
Variable types
Categorical | 9 |
---|---|
Numeric | 4 |
Dataset
Description | Sample |
---|---|
Author | 한국인터넷진흥원 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=KIS00000000000000023 |
수신년도 has constant value "" | Constant |
스팸내용 has constant value "" | Constant |
통신사업자코드 has constant value "" | Constant |
기기명 has constant value "" | Constant |
신고년도 has constant value "" | Constant |
발신번호 has constant value "" | Constant |
수신번호 has constant value "" | Constant |
수신일 is highly overall correlated with 수신시분초 and 3 other fields | High correlation |
수신월 is highly overall correlated with 수신시분초 and 3 other fields | High correlation |
수신시분초 is highly overall correlated with 신고시분초 and 2 other fields | High correlation |
신고월 is highly overall correlated with 신고일 and 2 other fields | High correlation |
신고일 is highly overall correlated with 신고월 and 2 other fields | High correlation |
신고시분초 is highly overall correlated with 수신시분초 | High correlation |
Reproduction
Analysis started | 2023-12-10 06:36:09.947045 |
---|---|
Analysis finished | 2023-12-10 06:36:13.687503 |
Duration | 3.74 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
수신년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
2019 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2019 |
---|---|
2nd row | 2019 |
3rd row | 2019 |
4th row | 2019 |
5th row | 2019 |
Common Values
Value | Count | Frequency (%) |
2019 | 187 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2019 | 187 |
수신월
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
9 | |
---|---|
7 | |
8 | |
6 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 6 |
---|---|
2nd row | 6 |
3rd row | 6 |
4th row | 6 |
5th row | 6 |
Common Values
Value | Count | Frequency (%) |
9 | 92 | |
7 | 54 | |
8 | 22 | 11.8% |
6 | 19 | 10.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
9 | 92 | |
7 | 54 | |
8 | 22 | 11.8% |
6 | 19 | 10.2% |
스팸내용
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
컨텐츠 비공개 |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 컨텐츠 비공개 |
---|---|
2nd row | 컨텐츠 비공개 |
3rd row | 컨텐츠 비공개 |
4th row | 컨텐츠 비공개 |
5th row | 컨텐츠 비공개 |
Common Values
Value | Count | Frequency (%) |
컨텐츠 비공개 | 187 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
컨텐츠 | 187 | |
비공개 | 187 |
통신사업자코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
- |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | - |
---|---|
2nd row | - |
3rd row | - |
4th row | - |
5th row | - |
Common Values
Value | Count | Frequency (%) |
- | 187 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
187 |
기기명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
- |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | - |
---|---|
2nd row | - |
3rd row | - |
4th row | - |
5th row | - |
Common Values
Value | Count | Frequency (%) |
- | 187 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
187 |
수신일
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 2.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
24 | |
---|---|
25 | |
19 | |
28 | |
13 | 1 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.5% |
Sample
1st row | 28 |
---|---|
2nd row | 28 |
3rd row | 28 |
4th row | 28 |
5th row | 28 |
Common Values
Value | Count | Frequency (%) |
24 | 92 | |
25 | 53 | |
19 | 22 | 11.8% |
28 | 19 | 10.2% |
13 | 1 | 0.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
24 | 92 | |
25 | 53 | |
19 | 22 | 11.8% |
28 | 19 | 10.2% |
13 | 1 | 0.5% |
수신시분초
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 154 |
---|---|
Distinct (%) | 82.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 129964.06 |
Minimum | 80419 |
---|---|
Maximum | 213845 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.8 KiB |
Quantile statistics
Minimum | 80419 |
---|---|
5-th percentile | 82005 |
Q1 | 95645.5 |
median | 123802 |
Q3 | 163158 |
95-th percentile | 182929.3 |
Maximum | 213845 |
Range | 133426 |
Interquartile range (IQR) | 67512.5 |
Descriptive statistics
Standard deviation | 35048.033 |
---|---|
Coefficient of variation (CV) | 0.26967481 |
Kurtosis | -1.2935595 |
Mean | 129964.06 |
Median Absolute Deviation (MAD) | 29920 |
Skewness | 0.097925665 |
Sum | 24303279 |
Variance | 1.2283646 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
113726 | 4 | 2.1% |
83453 | 3 | 1.6% |
170705 | 2 | 1.1% |
153716 | 2 | 1.1% |
152954 | 2 | 1.1% |
153002 | 2 | 1.1% |
153004 | 2 | 1.1% |
163732 | 2 | 1.1% |
123806 | 2 | 1.1% |
123803 | 2 | 1.1% |
Other values (144) | 164 |
Value | Count | Frequency (%) |
80419 | 1 | |
80425 | 1 | |
81412 | 1 | |
81449 | 1 | |
81503 | 2 | |
81535 | 1 | |
81946 | 1 | |
81950 | 1 | |
82005 | 2 | |
82718 | 1 |
Value | Count | Frequency (%) |
213845 | 1 | |
192443 | 1 | |
191523 | 2 | |
191522 | 1 | |
191520 | 1 | |
182943 | 1 | |
182942 | 1 | |
182935 | 1 | |
182932 | 1 | |
182923 | 1 |
신고년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
2019 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2019 |
---|---|
2nd row | 2019 |
3rd row | 2019 |
4th row | 2019 |
5th row | 2019 |
Common Values
Value | Count | Frequency (%) |
2019 | 187 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2019 | 187 |
신고월
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.0748663 |
Minimum | 6 |
---|---|
Maximum | 11 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.8 KiB |
Quantile statistics
Minimum | 6 |
---|---|
5-th percentile | 6 |
Q1 | 7 |
median | 9 |
Q3 | 9 |
95-th percentile | 9 |
Maximum | 11 |
Range | 5 |
Interquartile range (IQR) | 2 |
Descriptive statistics
Standard deviation | 1.0899143 |
---|---|
Coefficient of variation (CV) | 0.13497615 |
Kurtosis | -1.0130076 |
Mean | 8.0748663 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -0.3765232 |
Sum | 1510 |
Variance | 1.1879133 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9 | 91 | |
7 | 54 | |
8 | 24 | 12.8% |
6 | 15 | 8.0% |
10 | 2 | 1.1% |
11 | 1 | 0.5% |
Value | Count | Frequency (%) |
6 | 15 | 8.0% |
7 | 54 | |
8 | 24 | 12.8% |
9 | 91 | |
10 | 2 | 1.1% |
11 | 1 | 0.5% |
Value | Count | Frequency (%) |
11 | 1 | 0.5% |
10 | 2 | 1.1% |
9 | 91 | |
8 | 24 | 12.8% |
7 | 54 | |
6 | 15 | 8.0% |
신고일
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 8.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 23.57754 |
Minimum | 1 |
---|---|
Maximum | 29 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.8 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 19 |
Q1 | 24 |
median | 24 |
Q3 | 25 |
95-th percentile | 28 |
Maximum | 29 |
Range | 28 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 3.9237529 |
---|---|
Coefficient of variation (CV) | 0.1664191 |
Kurtosis | 15.657335 |
Mean | 23.57754 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -3.354592 |
Sum | 4409 |
Variance | 15.395837 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
24 | 86 | |
25 | 39 | |
19 | 21 | 11.2% |
28 | 16 | 8.6% |
26 | 13 | 7.0% |
27 | 2 | 1.1% |
1 | 2 | 1.1% |
11 | 1 | 0.5% |
15 | 1 | 0.5% |
29 | 1 | 0.5% |
Other values (5) | 5 | 2.7% |
Value | Count | Frequency (%) |
1 | 2 | 1.1% |
2 | 1 | 0.5% |
11 | 1 | 0.5% |
13 | 1 | 0.5% |
15 | 1 | 0.5% |
17 | 1 | 0.5% |
19 | 21 | 11.2% |
20 | 1 | 0.5% |
22 | 1 | 0.5% |
24 | 86 |
Value | Count | Frequency (%) |
29 | 1 | 0.5% |
28 | 16 | 8.6% |
27 | 2 | 1.1% |
26 | 13 | 7.0% |
25 | 39 | |
24 | 86 | |
22 | 1 | 0.5% |
20 | 1 | 0.5% |
19 | 21 | 11.2% |
17 | 1 | 0.5% |
신고시분초
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 185 |
---|---|
Distinct (%) | 98.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 136510.32 |
Minimum | 65314 |
---|---|
Maximum | 235138 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.8 KiB |
Quantile statistics
Minimum | 65314 |
---|---|
5-th percentile | 82771.7 |
Q1 | 103837.5 |
median | 132041 |
Q3 | 165309 |
95-th percentile | 193302.9 |
Maximum | 235138 |
Range | 169824 |
Interquartile range (IQR) | 61471.5 |
Descriptive statistics
Standard deviation | 38066.73 |
---|---|
Coefficient of variation (CV) | 0.27885607 |
Kurtosis | -0.89398524 |
Mean | 136510.32 |
Median Absolute Deviation (MAD) | 31900 |
Skewness | 0.17043985 |
Sum | 25527429 |
Variance | 1.4490759 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
92918 | 2 | 1.1% |
113744 | 2 | 1.1% |
123244 | 1 | 0.5% |
175706 | 1 | 0.5% |
113822 | 1 | 0.5% |
114500 | 1 | 0.5% |
115533 | 1 | 0.5% |
185317 | 1 | 0.5% |
114544 | 1 | 0.5% |
181908 | 1 | 0.5% |
Other values (175) | 175 |
Value | Count | Frequency (%) |
65314 | 1 | |
71042 | 1 | |
71824 | 1 | |
72333 | 1 | |
75401 | 1 | |
80918 | 1 | |
82000 | 1 | |
82101 | 1 | |
82632 | 1 | |
82751 | 1 |
Value | Count | Frequency (%) |
235138 | 1 | |
231548 | 1 | |
225617 | 1 | |
211412 | 1 | |
201136 | 1 | |
201134 | 1 | |
194023 | 1 | |
193759 | 1 | |
193606 | 1 | |
193344 | 1 |
발신번호
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
*********** |
---|
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 11 |
Min length | 11 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | *********** |
---|---|
2nd row | *********** |
3rd row | *********** |
4th row | *********** |
5th row | *********** |
Common Values
Value | Count | Frequency (%) |
*********** | 187 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
187 |
수신번호
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
*********** |
---|
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 11 |
Min length | 11 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | *********** |
---|---|
2nd row | *********** |
3rd row | *********** |
4th row | *********** |
5th row | *********** |
Common Values
Value | Count | Frequency (%) |
*********** | 187 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
187 |
수신월 | 수신일 | 수신시분초 | 신고월 | 신고일 | 신고시분초 | |
---|---|---|---|---|---|---|
수신월 | 1.000 | 1.000 | 0.787 | 0.991 | 0.958 | 0.544 |
수신일 | 1.000 | 1.000 | 0.863 | 0.880 | 0.887 | 0.604 |
수신시분초 | 0.787 | 0.863 | 1.000 | 0.658 | 0.460 | 0.870 |
신고월 | 0.991 | 0.880 | 0.658 | 1.000 | 0.877 | 0.456 |
신고일 | 0.958 | 0.887 | 0.460 | 0.877 | 1.000 | 0.360 |
신고시분초 | 0.544 | 0.604 | 0.870 | 0.456 | 0.360 | 1.000 |
수신일 | 수신월 | |
---|---|---|
수신일 | 1.000 | 0.997 |
수신월 | 0.997 | 1.000 |
수신시분초 | 신고월 | 신고일 | 신고시분초 | 수신월 | 수신일 | |
---|---|---|---|---|---|---|
수신시분초 | 1.000 | 0.004 | 0.257 | 0.678 | 0.594 | 0.523 |
신고월 | 0.004 | 1.000 | -0.618 | 0.012 | 0.933 | 0.806 |
신고일 | 0.257 | -0.618 | 1.000 | 0.065 | 0.721 | 0.714 |
신고시분초 | 0.678 | 0.012 | 0.065 | 1.000 | 0.353 | 0.291 |
수신월 | 0.594 | 0.933 | 0.721 | 0.353 | 1.000 | 0.997 |
수신일 | 0.523 | 0.806 | 0.714 | 0.291 | 0.997 | 1.000 |
수신년도 | 수신월 | 스팸내용 | 통신사업자코드 | 기기명 | 수신일 | 수신시분초 | 신고년도 | 신고월 | 신고일 | 신고시분초 | 발신번호 | 수신번호 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2019 | 6 | 컨텐츠 비공개 | - | - | 28 | 83453 | 2019 | 6 | 28 | 143326 | *********** | *********** |
1 | 2019 | 6 | 컨텐츠 비공개 | - | - | 28 | 83453 | 2019 | 6 | 28 | 85015 | *********** | *********** |
2 | 2019 | 6 | 컨텐츠 비공개 | - | - | 28 | 83453 | 2019 | 6 | 28 | 91600 | *********** | *********** |
3 | 2019 | 6 | 컨텐츠 비공개 | - | - | 28 | 83454 | 2019 | 6 | 28 | 90252 | *********** | *********** |
4 | 2019 | 6 | 컨텐츠 비공개 | - | - | 28 | 83454 | 2019 | 6 | 28 | 165618 | *********** | *********** |
5 | 2019 | 6 | 컨텐츠 비공개 | - | - | 28 | 83457 | 2019 | 6 | 28 | 85527 | *********** | *********** |
6 | 2019 | 6 | 컨텐츠 비공개 | - | - | 28 | 83500 | 2019 | 6 | 28 | 103342 | *********** | *********** |
7 | 2019 | 6 | 컨텐츠 비공개 | - | - | 28 | 83502 | 2019 | 6 | 28 | 83957 | *********** | *********** |
8 | 2019 | 6 | 컨텐츠 비공개 | - | - | 28 | 83502 | 2019 | 6 | 28 | 84552 | *********** | *********** |
9 | 2019 | 6 | 컨텐츠 비공개 | - | - | 28 | 83504 | 2019 | 6 | 28 | 95324 | *********** | *********** |
수신년도 | 수신월 | 스팸내용 | 통신사업자코드 | 기기명 | 수신일 | 수신시분초 | 신고년도 | 신고월 | 신고일 | 신고시분초 | 발신번호 | 수신번호 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
177 | 2019 | 9 | 컨텐츠 비공개 | - | - | 24 | 182920 | 2019 | 9 | 24 | 183246 | *********** | *********** |
178 | 2019 | 9 | 컨텐츠 비공개 | - | - | 24 | 182923 | 2019 | 9 | 24 | 182936 | *********** | *********** |
179 | 2019 | 9 | 컨텐츠 비공개 | - | - | 24 | 182932 | 2019 | 9 | 24 | 191942 | *********** | *********** |
180 | 2019 | 9 | 컨텐츠 비공개 | - | - | 24 | 182935 | 2019 | 9 | 24 | 190114 | *********** | *********** |
181 | 2019 | 9 | 컨텐츠 비공개 | - | - | 24 | 182942 | 2019 | 9 | 24 | 191307 | *********** | *********** |
182 | 2019 | 9 | 컨텐츠 비공개 | - | - | 24 | 182943 | 2019 | 9 | 24 | 183534 | *********** | *********** |
183 | 2019 | 9 | 컨텐츠 비공개 | - | - | 24 | 191520 | 2019 | 9 | 24 | 191946 | *********** | *********** |
184 | 2019 | 9 | 컨텐츠 비공개 | - | - | 24 | 191522 | 2019 | 9 | 24 | 191540 | *********** | *********** |
185 | 2019 | 9 | 컨텐츠 비공개 | - | - | 24 | 191523 | 2019 | 9 | 28 | 201136 | *********** | *********** |
186 | 2019 | 9 | 컨텐츠 비공개 | - | - | 24 | 191523 | 2019 | 9 | 27 | 92918 | *********** | *********** |