Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 60 |
Missing cells | 6 |
Missing cells (%) | 2.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.7 KiB |
Average record size in memory | 46.2 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 1 |
Dataset
Description | 육군 해군 공군 각 간부 태권도 유단자 현황으로 세부항목은 순번, 년도, 군별, 인원, 비율로 구성됩니다. 각군의 태권도 유단자 현황을 확인할 수 있습니다. |
---|---|
Author | 국방부 |
URL | https://www.data.go.kr/data/3066533/fileData.do |
순번 is highly overall correlated with 년도 | High correlation |
년도 is highly overall correlated with 순번 | High correlation |
인원 is highly overall correlated with 군별 | High correlation |
비율(퍼센트) is highly overall correlated with 군별 | High correlation |
군별 is highly overall correlated with 인원 and 1 other fields | High correlation |
인원 has 3 (5.0%) missing values | Missing |
비율(퍼센트) has 3 (5.0%) missing values | Missing |
순번 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 14:33:33.755586 |
---|---|
Analysis finished | 2023-12-12 14:33:36.017259 |
Duration | 2.26 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
순번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 60 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30.5 |
Minimum | 1 |
---|---|
Maximum | 60 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 672.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3.95 |
Q1 | 15.75 |
median | 30.5 |
Q3 | 45.25 |
95-th percentile | 57.05 |
Maximum | 60 |
Range | 59 |
Interquartile range (IQR) | 29.5 |
Descriptive statistics
Standard deviation | 17.464249 |
---|---|
Coefficient of variation (CV) | 0.57259833 |
Kurtosis | -1.2 |
Mean | 30.5 |
Median Absolute Deviation (MAD) | 15 |
Skewness | 0 |
Sum | 1830 |
Variance | 305 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.7% |
32 | 1 | 1.7% |
34 | 1 | 1.7% |
35 | 1 | 1.7% |
36 | 1 | 1.7% |
37 | 1 | 1.7% |
38 | 1 | 1.7% |
39 | 1 | 1.7% |
40 | 1 | 1.7% |
41 | 1 | 1.7% |
Other values (50) | 50 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
60 | 1 | |
59 | 1 | |
58 | 1 | |
57 | 1 | |
56 | 1 | |
55 | 1 | |
54 | 1 | |
53 | 1 | |
52 | 1 | |
51 | 1 |
년도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2014 |
Minimum | 2007 |
---|---|
Maximum | 2021 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 672.0 B |
Quantile statistics
Minimum | 2007 |
---|---|
5-th percentile | 2007 |
Q1 | 2010 |
median | 2014 |
Q3 | 2018 |
95-th percentile | 2021 |
Maximum | 2021 |
Range | 14 |
Interquartile range (IQR) | 8 |
Descriptive statistics
Standard deviation | 4.3569543 |
---|---|
Coefficient of variation (CV) | 0.0021633338 |
Kurtosis | -1.2109379 |
Mean | 2014 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 0 |
Sum | 120840 |
Variance | 18.983051 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2007 | 4 | 6.7% |
2008 | 4 | 6.7% |
2009 | 4 | 6.7% |
2010 | 4 | 6.7% |
2011 | 4 | 6.7% |
2012 | 4 | 6.7% |
2013 | 4 | 6.7% |
2014 | 4 | 6.7% |
2015 | 4 | 6.7% |
2016 | 4 | 6.7% |
Other values (5) | 20 |
Value | Count | Frequency (%) |
2007 | 4 | |
2008 | 4 | |
2009 | 4 | |
2010 | 4 | |
2011 | 4 | |
2012 | 4 | |
2013 | 4 | |
2014 | 4 | |
2015 | 4 | |
2016 | 4 |
Value | Count | Frequency (%) |
2021 | 4 | |
2020 | 4 | |
2019 | 4 | |
2018 | 4 | |
2017 | 4 | |
2016 | 4 | |
2015 | 4 | |
2014 | 4 | |
2013 | 4 | |
2012 | 4 |
군별
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 6.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 612.0 B |
육군 | |
---|---|
해군 | |
공군 | |
해병대 |
Length
Max length | 3 |
---|---|
Median length | 2 |
Mean length | 2.25 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 육군 |
---|---|
2nd row | 해군 |
3rd row | 공군 |
4th row | 해병대 |
5th row | 육군 |
Common Values
Value | Count | Frequency (%) |
육군 | 15 | |
해군 | 15 | |
공군 | 15 | |
해병대 | 15 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
육군 | 15 | |
해군 | 15 | |
공군 | 15 | |
해병대 | 15 |
인원
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 55 |
---|---|
Distinct (%) | 96.5% |
Missing | 3 |
Missing (%) | 5.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19197.754 |
Minimum | 4087 |
---|---|
Maximum | 74316 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 672.0 B |
Quantile statistics
Minimum | 4087 |
---|---|
5-th percentile | 4296 |
Q1 | 4682 |
median | 8731 |
Q3 | 10821 |
95-th percentile | 66823.8 |
Maximum | 74316 |
Range | 70229 |
Interquartile range (IQR) | 6139 |
Descriptive statistics
Standard deviation | 23822.01 |
---|---|
Coefficient of variation (CV) | 1.2408748 |
Kurtosis | 0.22988903 |
Mean | 19197.754 |
Median Absolute Deviation (MAD) | 3903 |
Skewness | 1.4521485 |
Sum | 1094272 |
Variance | 5.6748815 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4611 | 2 | 3.3% |
4296 | 2 | 3.3% |
10328 | 1 | 1.7% |
5690 | 1 | 1.7% |
5823 | 1 | 1.7% |
13902 | 1 | 1.7% |
5720 | 1 | 1.7% |
66230 | 1 | 1.7% |
6931 | 1 | 1.7% |
8731 | 1 | 1.7% |
Other values (45) | 45 | |
(Missing) | 3 | 5.0% |
Value | Count | Frequency (%) |
4087 | 1 | |
4258 | 1 | |
4296 | 2 | |
4430 | 1 | |
4438 | 1 | |
4465 | 1 | |
4537 | 1 | |
4538 | 1 | |
4550 | 1 | |
4611 | 2 |
Value | Count | Frequency (%) |
74316 | 1 | |
69200 | 1 | |
69199 | 1 | |
66230 | 1 | |
65093 | 1 | |
64556 | 1 | |
63853 | 1 | |
63125 | 1 | |
62348 | 1 | |
60513 | 1 |
비율(퍼센트)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 50 |
---|---|
Distinct (%) | 87.7% |
Missing | 3 |
Missing (%) | 5.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 47 |
Minimum | 10.2 |
---|---|
Maximum | 81.4 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 672.0 B |
Quantile statistics
Minimum | 10.2 |
---|---|
5-th percentile | 12.7 |
Q1 | 32.1 |
median | 47.1 |
Q3 | 63.4 |
95-th percentile | 78 |
Maximum | 81.4 |
Range | 71.2 |
Interquartile range (IQR) | 31.3 |
Descriptive statistics
Standard deviation | 21.099492 |
---|---|
Coefficient of variation (CV) | 0.44892537 |
Kurtosis | -1.123041 |
Mean | 47 |
Median Absolute Deviation (MAD) | 16.1 |
Skewness | -0.074345801 |
Sum | 2679 |
Variance | 445.18857 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
12.7 | 3 | 5.0% |
37.9 | 2 | 3.3% |
32.1 | 2 | 3.3% |
62.7 | 2 | 3.3% |
29.5 | 2 | 3.3% |
14.1 | 2 | 3.3% |
47.1 | 1 | 1.7% |
55.8 | 1 | 1.7% |
60.4 | 1 | 1.7% |
26.8 | 1 | 1.7% |
Other values (40) | 40 | |
(Missing) | 3 | 5.0% |
Value | Count | Frequency (%) |
10.2 | 1 | 1.7% |
12.7 | 3 | |
14.0 | 1 | 1.7% |
14.1 | 2 | |
17.1 | 1 | 1.7% |
26.8 | 1 | 1.7% |
29.1 | 1 | 1.7% |
29.4 | 1 | 1.7% |
29.5 | 2 | |
31.0 | 1 | 1.7% |
Value | Count | Frequency (%) |
81.4 | 1 | |
81.1 | 1 | |
78.4 | 1 | |
77.9 | 1 | |
77.8 | 1 | |
77.4 | 1 | |
76.4 | 1 | |
76.2 | 1 | |
69.1 | 1 | |
68.0 | 1 |
순번 | 년도 | 군별 | 인원 | 비율(퍼센트) | |
---|---|---|---|---|---|
순번 | 1.000 | 0.988 | 0.000 | 0.390 | 0.238 |
년도 | 0.988 | 1.000 | 0.000 | 0.000 | 0.000 |
군별 | 0.000 | 0.000 | 1.000 | 0.618 | 0.878 |
인원 | 0.390 | 0.000 | 0.618 | 1.000 | 0.647 |
비율(퍼센트) | 0.238 | 0.000 | 0.878 | 0.647 | 1.000 |
순번 | 년도 | 인원 | 비율(퍼센트) | 군별 | |
---|---|---|---|---|---|
순번 | 1.000 | 0.998 | 0.317 | 0.046 | 0.000 |
년도 | 0.998 | 1.000 | 0.353 | 0.020 | 0.000 |
인원 | 0.317 | 0.353 | 1.000 | 0.048 | 0.541 |
비율(퍼센트) | 0.046 | 0.020 | 0.048 | 1.000 | 0.746 |
군별 | 0.000 | 0.000 | 0.541 | 0.746 | 1.000 |
순번 | 년도 | 군별 | 인원 | 비율(퍼센트) | |
---|---|---|---|---|---|
0 | 1 | 2007 | 육군 | <NA> | <NA> |
1 | 2 | 2007 | 해군 | 4296 | 10.2 |
2 | 3 | 2007 | 공군 | 10233 | 38.8 |
3 | 4 | 2007 | 해병대 | 4296 | 81.1 |
4 | 5 | 2008 | 육군 | <NA> | <NA> |
5 | 6 | 2008 | 해군 | 4611 | 14.1 |
6 | 7 | 2008 | 공군 | 10328 | 38.5 |
7 | 8 | 2008 | 해병대 | 4611 | 81.4 |
8 | 9 | 2009 | 육군 | <NA> | <NA> |
9 | 10 | 2009 | 해군 | 4438 | 12.7 |
순번 | 년도 | 군별 | 인원 | 비율(퍼센트) | |
---|---|---|---|---|---|
50 | 51 | 2019 | 공군 | 10673 | 32.5 |
51 | 52 | 2019 | 해병대 | 5154 | 69.1 |
52 | 53 | 2020 | 육군 | 64556 | 56.9 |
53 | 54 | 2020 | 해군 | 8742 | 42.4 |
54 | 55 | 2020 | 공군 | 11020 | 32.1 |
55 | 56 | 2020 | 해병대 | 5383 | 62.7 |
56 | 57 | 2021 | 육군 | 69200 | 55.8 |
57 | 58 | 2021 | 해군 | 9647 | 47.1 |
58 | 59 | 2021 | 공군 | 10600 | 29.1 |
59 | 60 | 2021 | 해병대 | 5291 | 66.3 |