Dataset statistics
Number of variables | 13 |
---|---|
Number of observations | 60 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 6.9 KiB |
Average record size in memory | 118.2 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 6 |
Categorical | 6 |
Dataset
Description | 용인도시공사가 사업 운영 및 행정 처리 과정에서 발송한 월별 문자 발송건수입니다. 각 통신사별(SKT, LGU+, KT, 기타) SMS, LMS, MMS 월별 발송 이력을 정리한 자료로, 2019년 5월부터 제공합니다. |
---|---|
Author | 용인도시공사 |
URL | https://www.data.go.kr/data/15112563/fileData.do |
장문문자(일반번호) has constant value "" | Constant |
멀티문자(일반번호) has constant value "" | Constant |
멀티문자(LG유플러스) is highly overall correlated with 멀티문자(SKT) and 1 other fields | High correlation |
멀티문자(SKT) is highly overall correlated with 멀티문자(KT) and 1 other fields | High correlation |
멀티문자(KT) is highly overall correlated with 멀티문자(SKT) and 1 other fields | High correlation |
단문문자(SKT) is highly overall correlated with 단문문자(KT) and 1 other fields | High correlation |
단문문자(KT) is highly overall correlated with 단문문자(SKT) and 1 other fields | High correlation |
단문문자(LG유플러스) is highly overall correlated with 단문문자(SKT) and 1 other fields | High correlation |
장문문자(SKT) is highly overall correlated with 장문문자(KT) and 1 other fields | High correlation |
장문문자(KT) is highly overall correlated with 장문문자(SKT) and 1 other fields | High correlation |
장문문자(LG유플러스) is highly overall correlated with 장문문자(SKT) and 1 other fields | High correlation |
단문문자(일반번호) is highly imbalanced (81.7%) | Imbalance |
멀티문자(SKT) is highly imbalanced (81.7%) | Imbalance |
멀티문자(KT) is highly imbalanced (84.6%) | Imbalance |
멀티문자(LG유플러스) is highly imbalanced (84.6%) | Imbalance |
발송연월 has unique values | Unique |
장문문자(SKT) has unique values | Unique |
장문문자(KT) has unique values | Unique |
장문문자(LG유플러스) has unique values | Unique |
장문문자(LG유플러스) has 1 (1.7%) zeros | Zeros |
Reproduction
Analysis started | 2024-05-18 09:05:35.110675 |
---|---|
Analysis finished | 2024-05-18 09:05:46.955429 |
Duration | 11.84 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
발송연월
Date
UNIQUE
 
Distinct | 60 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 612.0 B |
Minimum | 2019-05-01 00:00:00 |
---|---|
Maximum | 2024-04-01 00:00:00 |
단문문자(SKT)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 57 |
---|---|
Distinct (%) | 95.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 242.98333 |
Minimum | 27 |
---|---|
Maximum | 2397 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 672.0 B |
Quantile statistics
Minimum | 27 |
---|---|
5-th percentile | 51.7 |
Q1 | 109.75 |
median | 165.5 |
Q3 | 241.75 |
95-th percentile | 613.2 |
Maximum | 2397 |
Range | 2370 |
Interquartile range (IQR) | 132 |
Descriptive statistics
Standard deviation | 323.72543 |
---|---|
Coefficient of variation (CV) | 1.3322948 |
Kurtosis | 33.970841 |
Mean | 242.98333 |
Median Absolute Deviation (MAD) | 70 |
Skewness | 5.3187502 |
Sum | 14579 |
Variance | 104798.15 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
122 | 2 | 3.3% |
226 | 2 | 3.3% |
276 | 2 | 3.3% |
195 | 1 | 1.7% |
30 | 1 | 1.7% |
489 | 1 | 1.7% |
607 | 1 | 1.7% |
592 | 1 | 1.7% |
112 | 1 | 1.7% |
76 | 1 | 1.7% |
Other values (47) | 47 |
Value | Count | Frequency (%) |
27 | 1 | |
30 | 1 | |
46 | 1 | |
52 | 1 | |
57 | 1 | |
74 | 1 | |
76 | 1 | |
77 | 1 | |
79 | 1 | |
87 | 1 |
Value | Count | Frequency (%) |
2397 | 1 | |
798 | 1 | |
731 | 1 | |
607 | 1 | |
592 | 1 | |
489 | 1 | |
347 | 1 | |
343 | 1 | |
337 | 1 | |
321 | 1 |
단문문자(KT)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 53 |
---|---|
Distinct (%) | 88.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 107.5 |
Minimum | 9 |
---|---|
Maximum | 1328 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 672.0 B |
Quantile statistics
Minimum | 9 |
---|---|
5-th percentile | 15 |
Q1 | 51.25 |
median | 74.5 |
Q3 | 118 |
95-th percentile | 232.75 |
Maximum | 1328 |
Range | 1319 |
Interquartile range (IQR) | 66.75 |
Descriptive statistics
Standard deviation | 171.13732 |
---|---|
Coefficient of variation (CV) | 1.5919751 |
Kurtosis | 45.442043 |
Mean | 107.5 |
Median Absolute Deviation (MAD) | 28.5 |
Skewness | 6.3731764 |
Sum | 6450 |
Variance | 29287.983 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
156 | 2 | 3.3% |
15 | 2 | 3.3% |
74 | 2 | 3.3% |
44 | 2 | 3.3% |
75 | 2 | 3.3% |
55 | 2 | 3.3% |
82 | 2 | 3.3% |
1328 | 1 | 1.7% |
63 | 1 | 1.7% |
123 | 1 | 1.7% |
Other values (43) | 43 |
Value | Count | Frequency (%) |
9 | 1 | |
13 | 1 | |
15 | 2 | |
17 | 1 | |
18 | 1 | |
19 | 1 | |
22 | 1 | |
28 | 1 | |
35 | 1 | |
42 | 1 |
Value | Count | Frequency (%) |
1328 | 1 | |
278 | 1 | |
266 | 1 | |
231 | 1 | |
230 | 1 | |
188 | 1 | |
170 | 1 | |
156 | 2 | |
136 | 1 | |
128 | 1 |
단문문자(LG유플러스)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 49 |
---|---|
Distinct (%) | 81.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 86.416667 |
Minimum | 7 |
---|---|
Maximum | 771 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 672.0 B |
Quantile statistics
Minimum | 7 |
---|---|
5-th percentile | 15 |
Q1 | 35 |
median | 58.5 |
Q3 | 96 |
95-th percentile | 241.5 |
Maximum | 771 |
Range | 764 |
Interquartile range (IQR) | 61 |
Descriptive statistics
Standard deviation | 107.43706 |
---|---|
Coefficient of variation (CV) | 1.2432447 |
Kurtosis | 28.206293 |
Mean | 86.416667 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 4.7129542 |
Sum | 5185 |
Variance | 11542.722 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
38 | 3 | 5.0% |
114 | 3 | 5.0% |
35 | 2 | 3.3% |
51 | 2 | 3.3% |
15 | 2 | 3.3% |
65 | 2 | 3.3% |
55 | 2 | 3.3% |
57 | 2 | 3.3% |
34 | 2 | 3.3% |
147 | 1 | 1.7% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
7 | 1 | |
9 | 1 | |
15 | 2 | |
16 | 1 | |
18 | 1 | |
22 | 1 | |
23 | 1 | |
24 | 1 | |
26 | 1 | |
32 | 1 |
Value | Count | Frequency (%) |
771 | 1 | |
268 | 1 | |
251 | 1 | |
241 | 1 | |
208 | 1 | |
187 | 1 | |
151 | 1 | |
147 | 1 | |
129 | 1 | |
128 | 1 |
단문문자(일반번호)
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | 6.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 612.0 B |
0 | |
---|---|
22340 | 1 |
2 | 1 |
3 | 1 |
Length
Max length | 5 |
---|---|
Median length | 1 |
Mean length | 1.0666667 |
Min length | 1 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | 5.0% |
Sample
1st row | 22340 |
---|---|
2nd row | 2 |
3rd row | 3 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 57 | |
22340 | 1 | 1.7% |
2 | 1 | 1.7% |
3 | 1 | 1.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 57 | |
22340 | 1 | 1.7% |
2 | 1 | 1.7% |
3 | 1 | 1.7% |
장문문자(SKT)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 60 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20700.4 |
Minimum | 2098 |
---|---|
Maximum | 85774 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 672.0 B |
Quantile statistics
Minimum | 2098 |
---|---|
5-th percentile | 3556.8 |
Q1 | 13265.25 |
median | 19104 |
Q3 | 27297 |
95-th percentile | 37062.15 |
Maximum | 85774 |
Range | 83676 |
Interquartile range (IQR) | 14031.75 |
Descriptive statistics
Standard deviation | 13070.684 |
---|---|
Coefficient of variation (CV) | 0.63142182 |
Kurtosis | 9.281582 |
Mean | 20700.4 |
Median Absolute Deviation (MAD) | 6494 |
Skewness | 2.1142139 |
Sum | 1242024 |
Variance | 1.7084279 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
14396 | 1 | 1.7% |
2492 | 1 | 1.7% |
9608 | 1 | 1.7% |
3597 | 1 | 1.7% |
4307 | 1 | 1.7% |
7254 | 1 | 1.7% |
8498 | 1 | 1.7% |
13664 | 1 | 1.7% |
13263 | 1 | 1.7% |
10780 | 1 | 1.7% |
Other values (50) | 50 |
Value | Count | Frequency (%) |
2098 | 1 | |
2492 | 1 | |
2793 | 1 | |
3597 | 1 | |
4307 | 1 | |
4489 | 1 | |
7193 | 1 | |
7254 | 1 | |
8498 | 1 | |
9608 | 1 |
Value | Count | Frequency (%) |
85774 | 1 | |
44145 | 1 | |
41511 | 1 | |
36828 | 1 | |
33910 | 1 | |
33582 | 1 | |
32601 | 1 | |
32353 | 1 | |
30714 | 1 | |
30407 | 1 |
장문문자(KT)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 60 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12674.067 |
Minimum | 1247 |
---|---|
Maximum | 52988 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 672.0 B |
Quantile statistics
Minimum | 1247 |
---|---|
5-th percentile | 2225.75 |
Q1 | 8097.5 |
median | 12153.5 |
Q3 | 16639.75 |
95-th percentile | 23081.25 |
Maximum | 52988 |
Range | 51741 |
Interquartile range (IQR) | 8542.25 |
Descriptive statistics
Standard deviation | 7987.3237 |
---|---|
Coefficient of variation (CV) | 0.63021001 |
Kurtosis | 9.9031199 |
Mean | 12674.067 |
Median Absolute Deviation (MAD) | 4400.5 |
Skewness | 2.1866341 |
Sum | 760444 |
Variance | 63797340 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10281 | 1 | 1.7% |
1669 | 1 | 1.7% |
6092 | 1 | 1.7% |
2254 | 1 | 1.7% |
2644 | 1 | 1.7% |
4363 | 1 | 1.7% |
5111 | 1 | 1.7% |
8315 | 1 | 1.7% |
7832 | 1 | 1.7% |
6379 | 1 | 1.7% |
Other values (50) | 50 |
Value | Count | Frequency (%) |
1247 | 1 | |
1669 | 1 | |
1689 | 1 | |
2254 | 1 | |
2644 | 1 | |
3062 | 1 | |
3949 | 1 | |
4363 | 1 | |
5111 | 1 | |
5967 | 1 |
Value | Count | Frequency (%) |
52988 | 1 | |
26398 | 1 | |
25442 | 1 | |
22957 | 1 | |
20681 | 1 | |
20328 | 1 | |
20201 | 1 | |
19257 | 1 | |
18736 | 1 | |
18378 | 1 |
장문문자(LG유플러스)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
  ZEROS
 
Distinct | 60 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8809.5667 |
Minimum | 0 |
---|---|
Maximum | 35980 |
Zeros | 1 |
Zeros (%) | 1.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 672.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1198.9 |
Q1 | 5551.5 |
median | 8393.5 |
Q3 | 11930.25 |
95-th percentile | 16569.75 |
Maximum | 35980 |
Range | 35980 |
Interquartile range (IQR) | 6378.75 |
Descriptive statistics
Standard deviation | 5667.7405 |
---|---|
Coefficient of variation (CV) | 0.64336201 |
Kurtosis | 7.7169668 |
Mean | 8809.5667 |
Median Absolute Deviation (MAD) | 3286.5 |
Skewness | 1.8323063 |
Sum | 528574 |
Variance | 32123282 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 1 | 1.7% |
1207 | 1 | 1.7% |
4783 | 1 | 1.7% |
1451 | 1 | 1.7% |
1698 | 1 | 1.7% |
2758 | 1 | 1.7% |
3241 | 1 | 1.7% |
6302 | 1 | 1.7% |
5998 | 1 | 1.7% |
4803 | 1 | 1.7% |
Other values (50) | 50 |
Value | Count | Frequency (%) |
0 | 1 | |
908 | 1 | |
1045 | 1 | |
1207 | 1 | |
1451 | 1 | |
1698 | 1 | |
2102 | 1 | |
2686 | 1 | |
2758 | 1 | |
3241 | 1 |
Value | Count | Frequency (%) |
35980 | 1 | |
18004 | 1 | |
17496 | 1 | |
16521 | 1 | |
15660 | 1 | |
14743 | 1 | |
14289 | 1 | |
13915 | 1 | |
13764 | 1 | |
13033 | 1 |
장문문자(일반번호)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 612.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
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 (%) |
0 | 60 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 60 |
멀티문자(SKT)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | 6.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 612.0 B |
0 | |
---|---|
603 | 1 |
3 | 1 |
698 | 1 |
Length
Max length | 3 |
---|---|
Median length | 1 |
Mean length | 1.0666667 |
Min length | 1 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | 5.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 57 | |
603 | 1 | 1.7% |
3 | 1 | 1.7% |
698 | 1 | 1.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 57 | |
603 | 1 | 1.7% |
3 | 1 | 1.7% |
698 | 1 | 1.7% |
멀티문자(KT)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 5.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 612.0 B |
0 | |
---|---|
403 | 1 |
512 | 1 |
Length
Max length | 3 |
---|---|
Median length | 1 |
Mean length | 1.0666667 |
Min length | 1 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 3.3% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 58 | |
403 | 1 | 1.7% |
512 | 1 | 1.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 58 | |
403 | 1 | 1.7% |
512 | 1 | 1.7% |
멀티문자(LG유플러스)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 5.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 612.0 B |
0 | |
---|---|
221 | 1 |
274 | 1 |
Length
Max length | 3 |
---|---|
Median length | 1 |
Mean length | 1.0666667 |
Min length | 1 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 3.3% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 58 | |
221 | 1 | 1.7% |
274 | 1 | 1.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 58 | |
221 | 1 | 1.7% |
274 | 1 | 1.7% |
멀티문자(일반번호)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 612.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
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 (%) |
0 | 60 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 60 |
발송연월 | 단문문자(SKT) | 단문문자(KT) | 단문문자(LG유플러스) | 단문문자(일반번호) | 장문문자(SKT) | 장문문자(KT) | 장문문자(LG유플러스) | 멀티문자(SKT) | 멀티문자(KT) | 멀티문자(LG유플러스) | |
---|---|---|---|---|---|---|---|---|---|---|---|
발송연월 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
단문문자(SKT) | 1.000 | 1.000 | 0.774 | 0.957 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
단문문자(KT) | 1.000 | 0.774 | 1.000 | 0.840 | 0.472 | 0.000 | 0.000 | 0.000 | 0.000 | 0.135 | 0.135 |
단문문자(LG유플러스) | 1.000 | 0.957 | 0.840 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.066 |
단문문자(일반번호) | 1.000 | 0.000 | 0.472 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
장문문자(SKT) | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.950 | 0.985 | 0.000 | 0.000 | 0.000 |
장문문자(KT) | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.950 | 1.000 | 0.901 | 0.000 | 0.089 | 0.089 |
장문문자(LG유플러스) | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.985 | 0.901 | 1.000 | 0.184 | 0.328 | 0.328 |
멀티문자(SKT) | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.184 | 1.000 | 1.000 | 1.000 |
멀티문자(KT) | 1.000 | 0.000 | 0.135 | 0.066 | 0.000 | 0.000 | 0.089 | 0.328 | 1.000 | 1.000 | 1.000 |
멀티문자(LG유플러스) | 1.000 | 0.000 | 0.135 | 0.066 | 0.000 | 0.000 | 0.089 | 0.328 | 1.000 | 1.000 | 1.000 |
멀티문자(LG유플러스) | 멀티문자(SKT) | 단문문자(일반번호) | 멀티문자(KT) | |
---|---|---|---|---|
멀티문자(LG유플러스) | 1.000 | 0.991 | 0.000 | 1.000 |
멀티문자(SKT) | 0.991 | 1.000 | 0.000 | 0.991 |
단문문자(일반번호) | 0.000 | 0.000 | 1.000 | 0.000 |
멀티문자(KT) | 1.000 | 0.991 | 0.000 | 1.000 |
단문문자(SKT) | 단문문자(KT) | 단문문자(LG유플러스) | 장문문자(SKT) | 장문문자(KT) | 장문문자(LG유플러스) | 단문문자(일반번호) | 멀티문자(SKT) | 멀티문자(KT) | 멀티문자(LG유플러스) | |
---|---|---|---|---|---|---|---|---|---|---|
단문문자(SKT) | 1.000 | 0.802 | 0.894 | -0.170 | -0.164 | -0.112 | 0.000 | 0.000 | 0.000 | 0.000 |
단문문자(KT) | 0.802 | 1.000 | 0.846 | -0.074 | -0.067 | -0.078 | 0.197 | 0.000 | 0.123 | 0.123 |
단문문자(LG유플러스) | 0.894 | 0.846 | 1.000 | -0.030 | -0.029 | -0.018 | 0.000 | 0.000 | 0.035 | 0.035 |
장문문자(SKT) | -0.170 | -0.074 | -0.030 | 1.000 | 0.994 | 0.971 | 0.000 | 0.000 | 0.000 | 0.000 |
장문문자(KT) | -0.164 | -0.067 | -0.029 | 0.994 | 1.000 | 0.969 | 0.000 | 0.000 | 0.039 | 0.039 |
장문문자(LG유플러스) | -0.112 | -0.078 | -0.018 | 0.971 | 0.969 | 1.000 | 0.000 | 0.116 | 0.221 | 0.221 |
단문문자(일반번호) | 0.000 | 0.197 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
멀티문자(SKT) | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.116 | 0.000 | 1.000 | 0.991 | 0.991 |
멀티문자(KT) | 0.000 | 0.123 | 0.035 | 0.000 | 0.039 | 0.221 | 0.000 | 0.991 | 1.000 | 1.000 |
멀티문자(LG유플러스) | 0.000 | 0.123 | 0.035 | 0.000 | 0.039 | 0.221 | 0.000 | 0.991 | 1.000 | 1.000 |
발송연월 | 단문문자(SKT) | 단문문자(KT) | 단문문자(LG유플러스) | 단문문자(일반번호) | 장문문자(SKT) | 장문문자(KT) | 장문문자(LG유플러스) | 장문문자(일반번호) | 멀티문자(SKT) | 멀티문자(KT) | 멀티문자(LG유플러스) | 멀티문자(일반번호) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2024-04 | 195 | 156 | 151 | 22340 | 14396 | 10281 | 0 | 0 | 0 | 0 | 0 | 0 |
1 | 2024-03 | 188 | 156 | 95 | 2 | 14449 | 9478 | 7158 | 0 | 0 | 0 | 0 | 0 |
2 | 2024-02 | 145 | 124 | 52 | 3 | 16330 | 10228 | 7368 | 0 | 0 | 0 | 0 | 0 |
3 | 2024-01 | 157 | 82 | 51 | 0 | 21207 | 13569 | 9864 | 0 | 0 | 0 | 0 | 0 |
4 | 2023-12 | 149 | 81 | 42 | 0 | 19708 | 12805 | 9298 | 0 | 0 | 0 | 0 | 0 |
5 | 2023-11 | 142 | 80 | 51 | 0 | 36828 | 22957 | 15660 | 0 | 0 | 0 | 0 | 0 |
6 | 2023-10 | 122 | 64 | 54 | 0 | 21386 | 13637 | 9384 | 0 | 0 | 0 | 0 | 0 |
7 | 2023-09 | 343 | 230 | 129 | 0 | 32353 | 20681 | 14743 | 0 | 603 | 403 | 221 | 0 |
8 | 2023-08 | 196 | 101 | 102 | 0 | 28646 | 17953 | 12488 | 0 | 0 | 0 | 0 | 0 |
9 | 2023-07 | 269 | 97 | 65 | 0 | 15411 | 9823 | 6891 | 0 | 0 | 0 | 0 | 0 |
발송연월 | 단문문자(SKT) | 단문문자(KT) | 단문문자(LG유플러스) | 단문문자(일반번호) | 장문문자(SKT) | 장문문자(KT) | 장문문자(LG유플러스) | 장문문자(일반번호) | 멀티문자(SKT) | 멀티문자(KT) | 멀티문자(LG유플러스) | 멀티문자(일반번호) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50 | 2020-02 | 103 | 74 | 57 | 0 | 30714 | 18378 | 12069 | 0 | 0 | 0 | 0 | 0 |
51 | 2020-01 | 79 | 56 | 32 | 0 | 32601 | 19257 | 12216 | 0 | 0 | 0 | 0 | 0 |
52 | 2019-12 | 101 | 57 | 57 | 0 | 25585 | 14609 | 9092 | 0 | 0 | 0 | 0 | 0 |
53 | 2019-11 | 77 | 15 | 22 | 0 | 25013 | 14674 | 9497 | 0 | 0 | 0 | 0 | 0 |
54 | 2019-10 | 122 | 63 | 48 | 0 | 15470 | 9137 | 5748 | 0 | 0 | 0 | 0 | 0 |
55 | 2019-09 | 2397 | 1328 | 771 | 0 | 18261 | 10800 | 6683 | 0 | 0 | 0 | 0 | 0 |
56 | 2019-08 | 92 | 70 | 33 | 0 | 30027 | 16506 | 10187 | 0 | 0 | 0 | 0 | 0 |
57 | 2019-07 | 150 | 90 | 76 | 0 | 21567 | 12735 | 7553 | 0 | 0 | 0 | 0 | 0 |
58 | 2019-06 | 93 | 55 | 38 | 0 | 18933 | 12093 | 7559 | 0 | 0 | 0 | 0 | 0 |
59 | 2019-05 | 132 | 95 | 35 | 0 | 12765 | 7328 | 4639 | 0 | 0 | 0 | 0 | 0 |