Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 27 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.5 KiB |
Average record size in memory | 57.9 B |
Variable types
Text | 1 |
---|---|
Numeric | 5 |
Dataset
Description | 사립학교교직원연금공단 SNS 구독자 현황과 관련된 데이터로 월별 SNS별(유튜브, 인스타그램, 페이스북, 블로그, 카카오) 구독자 현황 등의 항목을 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/15102553/fileData.do |
유튜브(명) is highly overall correlated with 인스타그램(명) and 3 other fields | High correlation |
인스타그램(명) is highly overall correlated with 유튜브(명) and 3 other fields | High correlation |
페이스북(명) is highly overall correlated with 유튜브(명) and 3 other fields | High correlation |
블로그(명) is highly overall correlated with 유튜브(명) and 3 other fields | High correlation |
카카오(명) is highly overall correlated with 유튜브(명) and 3 other fields | High correlation |
년월 has unique values | Unique |
유튜브(명) has unique values | Unique |
카카오(명) has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 03:04:12.246515 |
---|---|
Analysis finished | 2023-12-12 03:04:15.732215 |
Duration | 3.49 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
년월
Text
UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 348.0 B |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Characters and Unicode
Total characters | 270 |
---|---|
Distinct characters | 13 |
Distinct categories | 4 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 27 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | ="2021-03" |
---|---|
2nd row | ="2021-04" |
3rd row | ="2021-05" |
4th row | ="2021-06" |
5th row | ="2021-07" |
Value | Count | Frequency (%) |
2021-03 | 1 | 3.7% |
2022-05 | 1 | 3.7% |
2023-04 | 1 | 3.7% |
2023-03 | 1 | 3.7% |
2023-02 | 1 | 3.7% |
2023-01 | 1 | 3.7% |
2022-12 | 1 | 3.7% |
2022-11 | 1 | 3.7% |
2022-10 | 1 | 3.7% |
2022-09 | 1 | 3.7% |
Other values (17) | 17 |
Most occurring characters
Value | Count | Frequency (%) |
2 | 70 | |
" | 54 | |
0 | 50 | |
= | 27 | 10.0% |
- | 27 | 10.0% |
1 | 20 | 7.4% |
3 | 8 | 3.0% |
4 | 3 | 1.1% |
5 | 3 | 1.1% |
6 | 2 | 0.7% |
Other values (3) | 6 | 2.2% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 162 | |
Other Punctuation | 54 | 20.0% |
Math Symbol | 27 | 10.0% |
Dash Punctuation | 27 | 10.0% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
2 | 70 | |
0 | 50 | |
1 | 20 | 12.3% |
3 | 8 | 4.9% |
4 | 3 | 1.9% |
5 | 3 | 1.9% |
6 | 2 | 1.2% |
7 | 2 | 1.2% |
8 | 2 | 1.2% |
9 | 2 | 1.2% |
Other Punctuation
Value | Count | Frequency (%) |
" | 54 |
Math Symbol
Value | Count | Frequency (%) |
= | 27 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 27 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 270 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
2 | 70 | |
" | 54 | |
0 | 50 | |
= | 27 | 10.0% |
- | 27 | 10.0% |
1 | 20 | 7.4% |
3 | 8 | 3.0% |
4 | 3 | 1.1% |
5 | 3 | 1.1% |
6 | 2 | 0.7% |
Other values (3) | 6 | 2.2% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 270 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
2 | 70 | |
" | 54 | |
0 | 50 | |
= | 27 | 10.0% |
- | 27 | 10.0% |
1 | 20 | 7.4% |
3 | 8 | 3.0% |
4 | 3 | 1.1% |
5 | 3 | 1.1% |
6 | 2 | 0.7% |
Other values (3) | 6 | 2.2% |
유튜브(명)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6202.4074 |
Minimum | 5095 |
---|---|
Maximum | 7068 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 5095 |
---|---|
5-th percentile | 5102 |
Q1 | 5780 |
median | 6122 |
Q3 | 6772 |
95-th percentile | 7062.7 |
Maximum | 7068 |
Range | 1973 |
Interquartile range (IQR) | 992 |
Descriptive statistics
Standard deviation | 661.72126 |
---|---|
Coefficient of variation (CV) | 0.10668781 |
Kurtosis | -1.0280173 |
Mean | 6202.4074 |
Median Absolute Deviation (MAD) | 453 |
Skewness | -0.22325296 |
Sum | 167465 |
Variance | 437875.02 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5147 | 1 | 3.7% |
5109 | 1 | 3.7% |
7055 | 1 | 3.7% |
7068 | 1 | 3.7% |
7066 | 1 | 3.7% |
7042 | 1 | 3.7% |
7038 | 1 | 3.7% |
6972 | 1 | 3.7% |
6962 | 1 | 3.7% |
6582 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
5095 | 1 | |
5099 | 1 | |
5109 | 1 | |
5147 | 1 | |
5652 | 1 | |
5669 | 1 | |
5721 | 1 | |
5839 | 1 | |
5890 | 1 | |
5937 | 1 |
Value | Count | Frequency (%) |
7068 | 1 | |
7066 | 1 | |
7055 | 1 | |
7042 | 1 | |
7038 | 1 | |
6972 | 1 | |
6962 | 1 | |
6582 | 1 | |
6572 | 1 | |
6557 | 1 |
인스타그램(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 26 |
---|---|
Distinct (%) | 96.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16450.852 |
Minimum | 10659 |
---|---|
Maximum | 142464 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 10659 |
---|---|
5-th percentile | 10664.6 |
Q1 | 11223.5 |
median | 11523 |
Q3 | 12453 |
95-th percentile | 12523.7 |
Maximum | 142464 |
Range | 131805 |
Interquartile range (IQR) | 1229.5 |
Descriptive statistics
Standard deviation | 25192.628 |
---|---|
Coefficient of variation (CV) | 1.5313875 |
Kurtosis | 26.958505 |
Mean | 16450.852 |
Median Absolute Deviation (MAD) | 805 |
Skewness | 5.1903779 |
Sum | 444173 |
Variance | 6.3466853 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11547 | 2 | 7.4% |
10664 | 1 | 3.7% |
11478 | 1 | 3.7% |
12451 | 1 | 3.7% |
12455 | 1 | 3.7% |
12499 | 1 | 3.7% |
12509 | 1 | 3.7% |
12530 | 1 | 3.7% |
12472 | 1 | 3.7% |
12489 | 1 | 3.7% |
Other values (16) | 16 |
Value | Count | Frequency (%) |
10659 | 1 | |
10664 | 1 | |
10666 | 1 | |
10675 | 1 | |
10718 | 1 | |
10902 | 1 | |
11016 | 1 | |
11431 | 1 | |
11439 | 1 | |
11458 | 1 |
Value | Count | Frequency (%) |
142464 | 1 | |
12530 | 1 | |
12509 | 1 | |
12499 | 1 | |
12489 | 1 | |
12472 | 1 | |
12455 | 1 | |
12451 | 1 | |
12357 | 1 | |
11721 | 1 |
페이스북(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 92.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5473.3333 |
Minimum | 5367 |
---|---|
Maximum | 5636 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 5367 |
---|---|
5-th percentile | 5368.2 |
Q1 | 5391.5 |
median | 5423 |
Q3 | 5599.5 |
95-th percentile | 5633 |
Maximum | 5636 |
Range | 269 |
Interquartile range (IQR) | 208 |
Descriptive statistics
Standard deviation | 104.48298 |
---|---|
Coefficient of variation (CV) | 0.01908946 |
Kurtosis | -1.3231396 |
Mean | 5473.3333 |
Median Absolute Deviation (MAD) | 46 |
Skewness | 0.69724217 |
Sum | 147780 |
Variance | 10916.692 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5633 | 2 | 7.4% |
5367 | 2 | 7.4% |
5394 | 1 | 3.7% |
5430 | 1 | 3.7% |
5632 | 1 | 3.7% |
5636 | 1 | 3.7% |
5628 | 1 | 3.7% |
5626 | 1 | 3.7% |
5607 | 1 | 3.7% |
5592 | 1 | 3.7% |
Other values (15) | 15 |
Value | Count | Frequency (%) |
5367 | 2 | |
5371 | 1 | |
5377 | 1 | |
5379 | 1 | |
5382 | 1 | |
5389 | 1 | |
5394 | 1 | |
5399 | 1 | |
5405 | 1 | |
5412 | 1 |
Value | Count | Frequency (%) |
5636 | 1 | |
5633 | 2 | |
5632 | 1 | |
5628 | 1 | |
5626 | 1 | |
5607 | 1 | |
5592 | 1 | |
5514 | 1 | |
5478 | 1 | |
5438 | 1 |
블로그(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 26 |
---|---|
Distinct (%) | 96.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2146.3704 |
Minimum | 429 |
---|---|
Maximum | 3375 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 429 |
---|---|
5-th percentile | 765 |
Q1 | 1104.5 |
median | 2415 |
Q3 | 3155 |
95-th percentile | 3372 |
Maximum | 3375 |
Range | 2946 |
Interquartile range (IQR) | 2050.5 |
Descriptive statistics
Standard deviation | 1012.6556 |
---|---|
Coefficient of variation (CV) | 0.4717991 |
Kurtosis | -1.5546352 |
Mean | 2146.3704 |
Median Absolute Deviation (MAD) | 952 |
Skewness | -0.14070484 |
Sum | 57952 |
Variance | 1025471.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3372 | 2 | 7.4% |
429 | 1 | 3.7% |
2423 | 1 | 3.7% |
3375 | 1 | 3.7% |
3367 | 1 | 3.7% |
3370 | 1 | 3.7% |
3252 | 1 | 3.7% |
3210 | 1 | 3.7% |
3100 | 1 | 3.7% |
3088 | 1 | 3.7% |
Other values (16) | 16 |
Value | Count | Frequency (%) |
429 | 1 | |
744 | 1 | |
814 | 1 | |
973 | 1 | |
999 | 1 | |
1053 | 1 | |
1090 | 1 | |
1119 | 1 | |
1429 | 1 | |
1561 | 1 |
Value | Count | Frequency (%) |
3375 | 1 | |
3372 | 2 | |
3370 | 1 | |
3367 | 1 | |
3252 | 1 | |
3210 | 1 | |
3100 | 1 | |
3088 | 1 | |
2916 | 1 | |
2544 | 1 |
카카오(명)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 41088.593 |
Minimum | 26598 |
---|---|
Maximum | 58412 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 26598 |
---|---|
5-th percentile | 27728.3 |
Q1 | 31519.5 |
median | 37790 |
Q3 | 55587.5 |
95-th percentile | 57718.7 |
Maximum | 58412 |
Range | 31814 |
Interquartile range (IQR) | 24068 |
Descriptive statistics
Standard deviation | 11217.861 |
---|---|
Coefficient of variation (CV) | 0.27301642 |
Kurtosis | -1.3026629 |
Mean | 41088.593 |
Median Absolute Deviation (MAD) | 7085 |
Skewness | 0.50365353 |
Sum | 1109392 |
Variance | 1.258404 × 108 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
26598 | 1 | 3.7% |
27479 | 1 | 3.7% |
58412 | 1 | 3.7% |
57914 | 1 | 3.7% |
57263 | 1 | 3.7% |
57000 | 1 | 3.7% |
56523 | 1 | 3.7% |
56389 | 1 | 3.7% |
55831 | 1 | 3.7% |
55344 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
26598 | 1 | |
27479 | 1 | |
28310 | 1 | |
28888 | 1 | |
29631 | 1 | |
30705 | 1 | |
31284 | 1 | |
31755 | 1 | |
35716 | 1 | |
35984 | 1 |
Value | Count | Frequency (%) |
58412 | 1 | |
57914 | 1 | |
57263 | 1 | |
57000 | 1 | |
56523 | 1 | |
56389 | 1 | |
55831 | 1 | |
55344 | 1 | |
43931 | 1 | |
40121 | 1 |
년월 | 유튜브(명) | 인스타그램(명) | 페이스북(명) | 블로그(명) | 카카오(명) | |
---|---|---|---|---|---|---|
년월 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
유튜브(명) | 1.000 | 1.000 | 0.000 | 0.861 | 0.943 | 0.840 |
인스타그램(명) | 1.000 | 0.000 | 1.000 | 0.514 | 0.000 | 0.000 |
페이스북(명) | 1.000 | 0.861 | 0.514 | 1.000 | 0.784 | 0.937 |
블로그(명) | 1.000 | 0.943 | 0.000 | 0.784 | 1.000 | 0.934 |
카카오(명) | 1.000 | 0.840 | 0.000 | 0.937 | 0.934 | 1.000 |
유튜브(명) | 인스타그램(명) | 페이스북(명) | 블로그(명) | 카카오(명) | |
---|---|---|---|---|---|
유튜브(명) | 1.000 | 0.875 | 0.931 | 0.985 | 0.990 |
인스타그램(명) | 0.875 | 1.000 | 0.782 | 0.887 | 0.883 |
페이스북(명) | 0.931 | 0.782 | 1.000 | 0.923 | 0.928 |
블로그(명) | 0.985 | 0.887 | 0.923 | 1.000 | 0.997 |
카카오(명) | 0.990 | 0.883 | 0.928 | 0.997 | 1.000 |
년월 | 유튜브(명) | 인스타그램(명) | 페이스북(명) | 블로그(명) | 카카오(명) | |
---|---|---|---|---|---|---|
0 | ="2021-03" | 5147 | 10664 | 5394 | 429 | 26598 |
1 | ="2021-04" | 5109 | 10659 | 5399 | 744 | 27479 |
2 | ="2021-05" | 5095 | 10666 | 5389 | 814 | 28310 |
3 | ="2021-06" | 5099 | 10675 | 5382 | 973 | 28888 |
4 | ="2021-07" | 5669 | 10718 | 5377 | 999 | 29631 |
5 | ="2021-08" | 5652 | 10902 | 5371 | 1053 | 30705 |
6 | ="2021-09" | 5721 | 11016 | 5367 | 1090 | 31284 |
7 | ="2021-10" | 5839 | 11547 | 5367 | 1119 | 31755 |
8 | ="2021-11" | 5890 | 11547 | 5379 | 1429 | 35716 |
9 | ="2021-12" | 5937 | 11567 | 5405 | 1561 | 35984 |
년월 | 유튜브(명) | 인스타그램(명) | 페이스북(명) | 블로그(명) | 카카오(명) | |
---|---|---|---|---|---|---|
17 | ="2022-08" | 6546 | 11721 | 5478 | 2916 | 40121 |
18 | ="2022-09" | 6557 | 12357 | 5514 | 3088 | 43931 |
19 | ="2022-10" | 6582 | 142464 | 5592 | 3100 | 55344 |
20 | ="2022-11" | 6962 | 12489 | 5607 | 3210 | 55831 |
21 | ="2022-12" | 6972 | 12472 | 5626 | 3252 | 56389 |
22 | ="2023-01" | 7038 | 12530 | 5628 | 3372 | 56523 |
23 | ="2023-02" | 7042 | 12509 | 5633 | 3370 | 57000 |
24 | ="2023-03" | 7066 | 12499 | 5636 | 3367 | 57263 |
25 | ="2023-04" | 7068 | 12455 | 5632 | 3372 | 57914 |
26 | ="2023-05" | 7055 | 12451 | 5633 | 3375 | 58412 |