Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 54 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.7 KiB |
| Average record size in memory | 108.4 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 10 |
Dataset
| Description | 언론인 조사 관련 직업, 환경, 요인별 만족도 조사데이터입니다. 자세한 내용 첨부 파일 확인하시기 바랍니다. (보수 등) |
|---|---|
| Author | 한국언론진흥재단 |
| URL | https://www.data.go.kr/data/15050489/fileData.do |
보수 is highly overall correlated with 후생복지 and 1 other fields | High correlation |
업무 강도 is highly overall correlated with 후생복지 and 2 other fields | High correlation |
승진 가능성 is highly overall correlated with 후생복지 and 1 other fields | High correlation |
후생복지 is highly overall correlated with 보수 and 3 other fields | High correlation |
노후 준비 is highly overall correlated with 보수 and 4 other fields | High correlation |
업무 자율성 is highly overall correlated with 전문성 계발 기회 and 1 other fields | High correlation |
전문성 계발 기회 is highly overall correlated with 업무 자율성 and 1 other fields | High correlation |
직업의 성장 가능성 is highly overall correlated with 업무 강도 and 3 other fields | High correlation |
구분 has unique values | Unique |
Reproduction
| Analysis started | 2024-03-14 15:32:56.863036 |
|---|---|
| Analysis finished | 2024-03-14 15:33:21.365379 |
| Duration | 24.5 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
구분
Text
UNIQUE
| Distinct | 54 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 560.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.4259259 |
| Min length | 3 |
Characters and Unicode
| Total characters | 239 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 54 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 성별1 |
|---|---|
| 2nd row | 성별2 |
| 3rd row | 연령1 |
| 4th row | 연령2 |
| 5th row | 연령3 |
| Value | Count | Frequency (%) |
| 성별1 | 1 | 1.9% |
| 소속부서16 | 1 | 1.9% |
| 권역1 | 1 | 1.9% |
| 소속부서6 | 1 | 1.9% |
| 소속부서7 | 1 | 1.9% |
| 소속부서8 | 1 | 1.9% |
| 소속부서9 | 1 | 1.9% |
| 소속부서10 | 1 | 1.9% |
| 소속부서11 | 1 | 1.9% |
| 소속부서12 | 1 | 1.9% |
| Other values (44) | 44 |
Most occurring characters
| Value | Count | Frequency (%) |
| 소 | 29 | |
| 속 | 29 | |
| 1 | 21 | 8.8% |
| 부 | 18 | 7.5% |
| 서 | 18 | 7.5% |
| 매 | 15 | 6.3% |
| 체 | 15 | 6.3% |
| 2 | 9 | 3.8% |
| 령 | 7 | 2.9% |
| 4 | 7 | 2.9% |
| Other values (18) | 71 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 174 | |
| Decimal Number | 65 | 27.2% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 소 | 29 | |
| 속 | 29 | |
| 부 | 18 | |
| 서 | 18 | |
| 매 | 15 | |
| 체 | 15 | |
| 령 | 7 | 4.0% |
| 연 | 7 | 4.0% |
| 경 | 5 | 2.9% |
| 위 | 5 | 2.9% |
| Other values (8) | 26 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 2 | 9 | |
| 4 | 7 | 10.8% |
| 3 | 7 | 10.8% |
| 5 | 6 | 9.2% |
| 6 | 4 | 6.2% |
| 7 | 4 | 6.2% |
| 8 | 3 | 4.6% |
| 9 | 2 | 3.1% |
| 0 | 2 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 174 | |
| Common | 65 | 27.2% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 소 | 29 | |
| 속 | 29 | |
| 부 | 18 | |
| 서 | 18 | |
| 매 | 15 | |
| 체 | 15 | |
| 령 | 7 | 4.0% |
| 연 | 7 | 4.0% |
| 경 | 5 | 2.9% |
| 위 | 5 | 2.9% |
| Other values (8) | 26 |
Common
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 2 | 9 | |
| 4 | 7 | 10.8% |
| 3 | 7 | 10.8% |
| 5 | 6 | 9.2% |
| 6 | 4 | 6.2% |
| 7 | 4 | 6.2% |
| 8 | 3 | 4.6% |
| 9 | 2 | 3.1% |
| 0 | 2 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 174 | |
| ASCII | 65 | 27.2% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 소 | 29 | |
| 속 | 29 | |
| 부 | 18 | |
| 서 | 18 | |
| 매 | 15 | |
| 체 | 15 | |
| 령 | 7 | 4.0% |
| 연 | 7 | 4.0% |
| 경 | 5 | 2.9% |
| 위 | 5 | 2.9% |
| Other values (8) | 26 |
ASCII
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 2 | 9 | |
| 4 | 7 | 10.8% |
| 3 | 7 | 10.8% |
| 5 | 6 | 9.2% |
| 6 | 4 | 6.2% |
| 7 | 4 | 6.2% |
| 8 | 3 | 4.6% |
| 9 | 2 | 3.1% |
| 0 | 2 | 3.1% |
중분류
Text
| Distinct | 52 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 560.0 B |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 5.5555556 |
| Min length | 2 |
Characters and Unicode
| Total characters | 300 |
|---|---|
| Distinct characters | 104 |
| Distinct categories | 8 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 92.6% |
Sample
| 1st row | 남자 |
|---|---|
| 2nd row | 여자 |
| 3rd row | 20대 |
| 4th row | 30~34세 |
| 5th row | 35~39세 |
| Value | Count | Frequency (%) |
| 뉴스통신사 | 2 | 3.4% |
| 이상 | 2 | 3.4% |
| 인터넷언론사 | 2 | 3.4% |
| 그 | 1 | 1.7% |
| 영상부 | 1 | 1.7% |
| 남자 | 1 | 1.7% |
| 기타 | 1 | 1.7% |
| 국방/통일/북한 | 1 | 1.7% |
| 편집(편성)/교열부 | 1 | 1.7% |
| 여론/독자/심의부 | 1 | 1.7% |
| Other values (45) | 45 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 20 | 6.7% |
| 부 | 14 | 4.7% |
| 사 | 11 | 3.7% |
| 국 | 10 | 3.3% |
| 4 | 8 | 2.7% |
| ~ | 8 | 2.7% |
| 장 | 8 | 2.7% |
| 대 | 7 | 2.3% |
| 일 | 7 | 2.3% |
| 0 | 7 | 2.3% |
| Other values (94) | 200 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 223 | |
| Decimal Number | 36 | 12.0% |
| Other Punctuation | 20 | 6.7% |
| Math Symbol | 8 | 2.7% |
| Uppercase Letter | 5 | 1.7% |
| Space Separator | 4 | 1.3% |
| Close Punctuation | 2 | 0.7% |
| Open Punctuation | 2 | 0.7% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 부 | 14 | 6.3% |
| 사 | 11 | 4.9% |
| 국 | 10 | 4.5% |
| 장 | 8 | 3.6% |
| 대 | 7 | 3.1% |
| 일 | 7 | 3.1% |
| 지 | 6 | 2.7% |
| 년 | 5 | 2.2% |
| 간 | 5 | 2.2% |
| 스 | 5 | 2.2% |
| Other values (79) | 145 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 8 | |
| 0 | 7 | |
| 5 | 5 | |
| 1 | 5 | |
| 9 | 4 | |
| 3 | 4 | |
| 2 | 2 | 5.6% |
| 6 | 1 | 2.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 4 | |
| T | 1 | 20.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 20 |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 8 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 223 | |
| Common | 72 | 24.0% |
| Latin | 5 | 1.7% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 부 | 14 | 6.3% |
| 사 | 11 | 4.9% |
| 국 | 10 | 4.5% |
| 장 | 8 | 3.6% |
| 대 | 7 | 3.1% |
| 일 | 7 | 3.1% |
| 지 | 6 | 2.7% |
| 년 | 5 | 2.2% |
| 간 | 5 | 2.2% |
| 스 | 5 | 2.2% |
| Other values (79) | 145 |
Common
| Value | Count | Frequency (%) |
| / | 20 | |
| 4 | 8 | 11.1% |
| ~ | 8 | 11.1% |
| 0 | 7 | 9.7% |
| 5 | 5 | 6.9% |
| 1 | 5 | 6.9% |
| 9 | 4 | 5.6% |
| 4 | 5.6% | |
| 3 | 4 | 5.6% |
| ) | 2 | 2.8% |
| Other values (3) | 5 | 6.9% |
Latin
| Value | Count | Frequency (%) |
| I | 4 | |
| T | 1 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 223 | |
| ASCII | 77 | 25.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 20 | |
| 4 | 8 | 10.4% |
| ~ | 8 | 10.4% |
| 0 | 7 | 9.1% |
| 5 | 5 | 6.5% |
| 1 | 5 | 6.5% |
| 9 | 4 | 5.2% |
| 4 | 5.2% | |
| 3 | 4 | 5.2% |
| I | 4 | 5.2% |
| Other values (5) | 8 | 10.4% |
Hangul
| Value | Count | Frequency (%) |
| 부 | 14 | 6.3% |
| 사 | 11 | 4.9% |
| 국 | 10 | 4.5% |
| 장 | 8 | 3.6% |
| 대 | 7 | 3.1% |
| 일 | 7 | 3.1% |
| 지 | 6 | 2.7% |
| 년 | 5 | 2.2% |
| 간 | 5 | 2.2% |
| 스 | 5 | 2.2% |
| Other values (79) | 145 |
사례수
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 297.92593 |
| Minimum | 8 |
|---|---|
| Maximum | 1392 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 614.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 19.85 |
| Q1 | 77.25 |
| median | 206 |
| Q3 | 404.25 |
| 95-th percentile | 1034.45 |
| Maximum | 1392 |
| Range | 1384 |
| Interquartile range (IQR) | 327 |
Descriptive statistics
| Standard deviation | 312.37307 |
|---|---|
| Coefficient of variation (CV) | 1.0484924 |
| Kurtosis | 4.5902915 |
| Mean | 297.92593 |
| Median Absolute Deviation (MAD) | 159 |
| Skewness | 2.0456416 |
| Sum | 16088 |
| Variance | 97576.938 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 457 | 3 | 5.6% |
| 160 | 2 | 3.7% |
| 406 | 2 | 3.7% |
| 1376 | 1 | 1.9% |
| 71 | 1 | 1.9% |
| 12 | 1 | 1.9% |
| 87 | 1 | 1.9% |
| 14 | 1 | 1.9% |
| 34 | 1 | 1.9% |
| 52 | 1 | 1.9% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 8 | 1 | |
| 12 | 1 | |
| 14 | 1 | |
| 23 | 1 | |
| 26 | 1 | |
| 33 | 1 | |
| 34 | 1 | |
| 44 | 1 | |
| 50 | 1 | |
| 52 | 1 |
| Value | Count | Frequency (%) |
| 1392 | 1 | 1.9% |
| 1376 | 1 | 1.9% |
| 1065 | 1 | 1.9% |
| 1018 | 1 | 1.9% |
| 635 | 1 | 1.9% |
| 619 | 1 | 1.9% |
| 457 | 3 | |
| 449 | 1 | 1.9% |
| 432 | 1 | 1.9% |
| 426 | 1 | 1.9% |
보수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 36 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5990741 |
| Minimum | 2.07 |
|---|---|
| Maximum | 3.29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 614.0 B |
Quantile statistics
| Minimum | 2.07 |
|---|---|
| 5-th percentile | 2.278 |
| Q1 | 2.455 |
| median | 2.565 |
| Q3 | 2.7 |
| 95-th percentile | 3.091 |
| Maximum | 3.29 |
| Range | 1.22 |
| Interquartile range (IQR) | 0.245 |
Descriptive statistics
| Standard deviation | 0.24818031 |
|---|---|
| Coefficient of variation (CV) | 0.095487971 |
| Kurtosis | 1.7356273 |
| Mean | 2.5990741 |
| Median Absolute Deviation (MAD) | 0.13 |
| Skewness | 0.87893902 |
| Sum | 140.35 |
| Variance | 0.061593466 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 2.63 | 3 | 5.6% |
| 2.7 | 3 | 5.6% |
| 2.5 | 3 | 5.6% |
| 2.68 | 3 | 5.6% |
| 2.51 | 2 | 3.7% |
| 3.29 | 2 | 3.7% |
| 2.54 | 2 | 3.7% |
| 2.35 | 2 | 3.7% |
| 2.43 | 2 | 3.7% |
| 2.61 | 2 | 3.7% |
| Other values (26) | 30 |
| Value | Count | Frequency (%) |
| 2.07 | 1 | |
| 2.13 | 1 | |
| 2.2 | 1 | |
| 2.32 | 1 | |
| 2.35 | 2 | |
| 2.36 | 1 | |
| 2.37 | 1 | |
| 2.4 | 1 | |
| 2.41 | 1 | |
| 2.43 | 2 |
| Value | Count | Frequency (%) |
| 3.29 | 2 | |
| 3.26 | 1 | 1.9% |
| 3.0 | 1 | 1.9% |
| 2.93 | 2 | |
| 2.85 | 1 | 1.9% |
| 2.77 | 2 | |
| 2.74 | 1 | 1.9% |
| 2.72 | 1 | 1.9% |
| 2.71 | 1 | 1.9% |
| 2.7 | 3 |
업무 강도
Real number (ℝ)
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 70.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9440741 |
| Minimum | 2.68 |
|---|---|
| Maximum | 3.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 614.0 B |
Quantile statistics
| Minimum | 2.68 |
|---|---|
| 5-th percentile | 2.74 |
| Q1 | 2.8325 |
| median | 2.895 |
| Q3 | 3.06 |
| 95-th percentile | 3.187 |
| Maximum | 3.5 |
| Range | 0.82 |
| Interquartile range (IQR) | 0.2275 |
Descriptive statistics
| Standard deviation | 0.16210314 |
|---|---|
| Coefficient of variation (CV) | 0.055060823 |
| Kurtosis | 1.376747 |
| Mean | 2.9440741 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | 1.0084927 |
| Sum | 158.98 |
| Variance | 0.026277428 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 2.88 | 4 | 7.4% |
| 2.87 | 3 | 5.6% |
| 2.83 | 2 | 3.7% |
| 3.07 | 2 | 3.7% |
| 3.14 | 2 | 3.7% |
| 2.74 | 2 | 3.7% |
| 2.92 | 2 | 3.7% |
| 3.06 | 2 | 3.7% |
| 3.12 | 2 | 3.7% |
| 2.9 | 2 | 3.7% |
| Other values (28) | 31 |
| Value | Count | Frequency (%) |
| 2.68 | 1 | |
| 2.72 | 1 | |
| 2.74 | 2 | |
| 2.75 | 1 | |
| 2.76 | 1 | |
| 2.78 | 1 | |
| 2.79 | 1 | |
| 2.8 | 1 | |
| 2.81 | 2 | |
| 2.82 | 1 |
| Value | Count | Frequency (%) |
| 3.5 | 1 | |
| 3.32 | 1 | |
| 3.2 | 1 | |
| 3.18 | 1 | |
| 3.15 | 1 | |
| 3.14 | 2 | |
| 3.12 | 2 | |
| 3.11 | 1 | |
| 3.1 | 1 | |
| 3.07 | 2 |
승진 가능성
Real number (ℝ)
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8390741 |
| Minimum | 2.41 |
|---|---|
| Maximum | 3.16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 614.0 B |
Quantile statistics
| Minimum | 2.41 |
|---|---|
| 5-th percentile | 2.5845 |
| Q1 | 2.77 |
| median | 2.84 |
| Q3 | 2.9275 |
| 95-th percentile | 3.0935 |
| Maximum | 3.16 |
| Range | 0.75 |
| Interquartile range (IQR) | 0.1575 |
Descriptive statistics
| Standard deviation | 0.14818739 |
|---|---|
| Coefficient of variation (CV) | 0.052195677 |
| Kurtosis | 1.0540462 |
| Mean | 2.8390741 |
| Median Absolute Deviation (MAD) | 0.085 |
| Skewness | -0.37987569 |
| Sum | 153.31 |
| Variance | 0.021959504 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 2.84 | 5 | 9.3% |
| 2.78 | 4 | 7.4% |
| 2.91 | 3 | 5.6% |
| 2.87 | 3 | 5.6% |
| 2.94 | 2 | 3.7% |
| 2.71 | 2 | 3.7% |
| 2.5 | 2 | 3.7% |
| 2.93 | 2 | 3.7% |
| 2.69 | 2 | 3.7% |
| 2.73 | 2 | 3.7% |
| Other values (20) | 27 |
| Value | Count | Frequency (%) |
| 2.41 | 1 | |
| 2.5 | 2 | |
| 2.63 | 1 | |
| 2.69 | 2 | |
| 2.7 | 1 | |
| 2.71 | 2 | |
| 2.72 | 1 | |
| 2.73 | 2 | |
| 2.75 | 1 | |
| 2.77 | 2 |
| Value | Count | Frequency (%) |
| 3.16 | 1 | |
| 3.12 | 1 | |
| 3.1 | 1 | |
| 3.09 | 2 | |
| 3.0 | 2 | |
| 2.96 | 1 | |
| 2.95 | 2 | |
| 2.94 | 2 | |
| 2.93 | 2 | |
| 2.92 | 2 |
후생복지
Real number (ℝ)
HIGH CORRELATION
| Distinct | 36 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5581481 |
| Minimum | 2.19 |
|---|---|
| Maximum | 2.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 614.0 B |
Quantile statistics
| Minimum | 2.19 |
|---|---|
| 5-th percentile | 2.286 |
| Q1 | 2.4225 |
| median | 2.57 |
| Q3 | 2.6675 |
| 95-th percentile | 2.801 |
| Maximum | 2.98 |
| Range | 0.79 |
| Interquartile range (IQR) | 0.245 |
Descriptive statistics
| Standard deviation | 0.17098024 |
|---|---|
| Coefficient of variation (CV) | 0.066837504 |
| Kurtosis | -0.15701582 |
| Mean | 2.5581481 |
| Median Absolute Deviation (MAD) | 0.115 |
| Skewness | 0.033610158 |
| Sum | 138.14 |
| Variance | 0.029234242 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 2.64 | 5 | 9.3% |
| 2.57 | 3 | 5.6% |
| 2.76 | 3 | 5.6% |
| 2.67 | 3 | 5.6% |
| 2.66 | 2 | 3.7% |
| 2.69 | 2 | 3.7% |
| 2.46 | 2 | 3.7% |
| 2.39 | 2 | 3.7% |
| 2.63 | 2 | 3.7% |
| 2.54 | 2 | 3.7% |
| Other values (26) | 28 |
| Value | Count | Frequency (%) |
| 2.19 | 1 | |
| 2.23 | 1 | |
| 2.26 | 1 | |
| 2.3 | 1 | |
| 2.32 | 1 | |
| 2.33 | 1 | |
| 2.35 | 1 | |
| 2.39 | 2 | |
| 2.4 | 2 | |
| 2.41 | 2 |
| Value | Count | Frequency (%) |
| 2.98 | 1 | 1.9% |
| 2.93 | 1 | 1.9% |
| 2.84 | 1 | 1.9% |
| 2.78 | 1 | 1.9% |
| 2.76 | 3 | |
| 2.72 | 1 | 1.9% |
| 2.69 | 2 | |
| 2.68 | 1 | 1.9% |
| 2.67 | 3 | |
| 2.66 | 2 |
노후 준비
Real number (ℝ)
HIGH CORRELATION
| Distinct | 36 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2074074 |
| Minimum | 1.93 |
|---|---|
| Maximum | 2.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 614.0 B |
Quantile statistics
| Minimum | 1.93 |
|---|---|
| 5-th percentile | 1.983 |
| Q1 | 2.0825 |
| median | 2.19 |
| Q3 | 2.31 |
| 95-th percentile | 2.475 |
| Maximum | 2.59 |
| Range | 0.66 |
| Interquartile range (IQR) | 0.2275 |
Descriptive statistics
| Standard deviation | 0.16235513 |
|---|---|
| Coefficient of variation (CV) | 0.073550144 |
| Kurtosis | -0.45191653 |
| Mean | 2.2074074 |
| Median Absolute Deviation (MAD) | 0.12 |
| Skewness | 0.42839802 |
| Sum | 119.2 |
| Variance | 0.026359189 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 2.31 | 5 | 9.3% |
| 2.19 | 3 | 5.6% |
| 2.25 | 2 | 3.7% |
| 2.22 | 2 | 3.7% |
| 2.05 | 2 | 3.7% |
| 2.07 | 2 | 3.7% |
| 2.29 | 2 | 3.7% |
| 2.12 | 2 | 3.7% |
| 2.42 | 2 | 3.7% |
| 2.02 | 2 | 3.7% |
| Other values (26) | 30 |
| Value | Count | Frequency (%) |
| 1.93 | 1 | |
| 1.96 | 1 | |
| 1.97 | 1 | |
| 1.99 | 1 | |
| 2.0 | 2 | |
| 2.02 | 2 | |
| 2.05 | 2 | |
| 2.06 | 1 | |
| 2.07 | 2 | |
| 2.08 | 1 |
| Value | Count | Frequency (%) |
| 2.59 | 1 | |
| 2.57 | 1 | |
| 2.54 | 1 | |
| 2.44 | 1 | |
| 2.43 | 1 | |
| 2.42 | 2 | |
| 2.41 | 1 | |
| 2.38 | 1 | |
| 2.37 | 1 | |
| 2.35 | 1 |
업무 자율성
Real number (ℝ)
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5816667 |
| Minimum | 2.88 |
|---|---|
| Maximum | 3.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 614.0 B |
Quantile statistics
| Minimum | 2.88 |
|---|---|
| 5-th percentile | 3.383 |
| Q1 | 3.53 |
| median | 3.58 |
| Q3 | 3.6475 |
| 95-th percentile | 3.8005 |
| Maximum | 3.9 |
| Range | 1.02 |
| Interquartile range (IQR) | 0.1175 |
Descriptive statistics
| Standard deviation | 0.15289348 |
|---|---|
| Coefficient of variation (CV) | 0.042687802 |
| Kurtosis | 7.7521448 |
| Mean | 3.5816667 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | -1.5132924 |
| Sum | 193.41 |
| Variance | 0.023376415 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 3.61 | 4 | 7.4% |
| 3.53 | 4 | 7.4% |
| 3.67 | 3 | 5.6% |
| 3.54 | 3 | 5.6% |
| 3.59 | 3 | 5.6% |
| 3.47 | 3 | 5.6% |
| 3.56 | 3 | 5.6% |
| 3.64 | 3 | 5.6% |
| 3.78 | 2 | 3.7% |
| 3.52 | 2 | 3.7% |
| Other values (20) | 24 |
| Value | Count | Frequency (%) |
| 2.88 | 1 | 1.9% |
| 3.31 | 1 | 1.9% |
| 3.37 | 1 | 1.9% |
| 3.39 | 1 | 1.9% |
| 3.45 | 1 | 1.9% |
| 3.47 | 3 | |
| 3.49 | 1 | 1.9% |
| 3.5 | 1 | 1.9% |
| 3.51 | 1 | 1.9% |
| 3.52 | 2 |
| Value | Count | Frequency (%) |
| 3.9 | 2 | |
| 3.82 | 1 | 1.9% |
| 3.79 | 1 | 1.9% |
| 3.78 | 2 | |
| 3.75 | 1 | 1.9% |
| 3.74 | 1 | 1.9% |
| 3.67 | 3 | |
| 3.66 | 1 | 1.9% |
| 3.65 | 2 | |
| 3.64 | 3 |
전문성 계발 기회
Real number (ℝ)
HIGH CORRELATION
| Distinct | 37 |
|---|---|
| Distinct (%) | 68.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8383333 |
| Minimum | 2.51 |
|---|---|
| Maximum | 3.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 614.0 B |
Quantile statistics
| Minimum | 2.51 |
|---|---|
| 5-th percentile | 2.613 |
| Q1 | 2.7225 |
| median | 2.785 |
| Q3 | 2.9375 |
| 95-th percentile | 3.171 |
| Maximum | 3.33 |
| Range | 0.82 |
| Interquartile range (IQR) | 0.215 |
Descriptive statistics
| Standard deviation | 0.18833681 |
|---|---|
| Coefficient of variation (CV) | 0.066354719 |
| Kurtosis | 0.14966816 |
| Mean | 2.8383333 |
| Median Absolute Deviation (MAD) | 0.095 |
| Skewness | 0.85254944 |
| Sum | 153.27 |
| Variance | 0.035470755 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 2.83 | 4 | 7.4% |
| 2.76 | 3 | 5.6% |
| 2.78 | 3 | 5.6% |
| 3.15 | 3 | 5.6% |
| 2.74 | 2 | 3.7% |
| 2.96 | 2 | 3.7% |
| 2.73 | 2 | 3.7% |
| 2.86 | 2 | 3.7% |
| 2.69 | 2 | 3.7% |
| 2.77 | 2 | 3.7% |
| Other values (27) | 29 |
| Value | Count | Frequency (%) |
| 2.51 | 1 | |
| 2.57 | 1 | |
| 2.6 | 1 | |
| 2.62 | 2 | |
| 2.63 | 1 | |
| 2.65 | 1 | |
| 2.66 | 1 | |
| 2.67 | 1 | |
| 2.68 | 1 | |
| 2.69 | 2 |
| Value | Count | Frequency (%) |
| 3.33 | 1 | 1.9% |
| 3.29 | 1 | 1.9% |
| 3.21 | 1 | 1.9% |
| 3.15 | 3 | |
| 3.13 | 1 | 1.9% |
| 3.09 | 1 | 1.9% |
| 3.07 | 1 | 1.9% |
| 3.06 | 1 | 1.9% |
| 3.02 | 1 | 1.9% |
| 2.96 | 2 |
직업의 안정성
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 57.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.042037 |
| Minimum | 2.73 |
|---|---|
| Maximum | 3.38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 614.0 B |
Quantile statistics
| Minimum | 2.73 |
|---|---|
| 5-th percentile | 2.8625 |
| Q1 | 2.98 |
| median | 3.03 |
| Q3 | 3.12 |
| 95-th percentile | 3.2635 |
| Maximum | 3.38 |
| Range | 0.65 |
| Interquartile range (IQR) | 0.14 |
Descriptive statistics
| Standard deviation | 0.13014331 |
|---|---|
| Coefficient of variation (CV) | 0.042781633 |
| Kurtosis | 0.49407161 |
| Mean | 3.042037 |
| Median Absolute Deviation (MAD) | 0.065 |
| Skewness | 0.26642533 |
| Sum | 164.27 |
| Variance | 0.016937282 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 2.98 | 6 | 11.1% |
| 3.12 | 3 | 5.6% |
| 3.04 | 3 | 5.6% |
| 2.88 | 3 | 5.6% |
| 3.09 | 3 | 5.6% |
| 2.99 | 3 | 5.6% |
| 3.03 | 2 | 3.7% |
| 3.26 | 2 | 3.7% |
| 2.92 | 2 | 3.7% |
| 2.97 | 2 | 3.7% |
| Other values (21) | 25 |
| Value | Count | Frequency (%) |
| 2.73 | 1 | 1.9% |
| 2.77 | 1 | 1.9% |
| 2.83 | 1 | 1.9% |
| 2.88 | 3 | |
| 2.9 | 1 | 1.9% |
| 2.92 | 2 | 3.7% |
| 2.95 | 1 | 1.9% |
| 2.96 | 1 | 1.9% |
| 2.97 | 2 | 3.7% |
| 2.98 | 6 |
| Value | Count | Frequency (%) |
| 3.38 | 1 | 1.9% |
| 3.33 | 1 | 1.9% |
| 3.27 | 1 | 1.9% |
| 3.26 | 2 | |
| 3.21 | 2 | |
| 3.18 | 1 | 1.9% |
| 3.15 | 2 | |
| 3.14 | 1 | 1.9% |
| 3.13 | 1 | 1.9% |
| 3.12 | 3 |
직업의 성장 가능성
Real number (ℝ)
HIGH CORRELATION
| Distinct | 33 |
|---|---|
| Distinct (%) | 61.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5462963 |
| Minimum | 2.18 |
|---|---|
| Maximum | 2.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 614.0 B |
Quantile statistics
| Minimum | 2.18 |
|---|---|
| 5-th percentile | 2.3325 |
| Q1 | 2.4325 |
| median | 2.51 |
| Q3 | 2.6 |
| 95-th percentile | 2.868 |
| Maximum | 2.97 |
| Range | 0.79 |
| Interquartile range (IQR) | 0.1675 |
Descriptive statistics
| Standard deviation | 0.17221417 |
|---|---|
| Coefficient of variation (CV) | 0.067633203 |
| Kurtosis | 0.26167585 |
| Mean | 2.5462963 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | 0.67968468 |
| Sum | 137.5 |
| Variance | 0.029657722 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 2.49 | 4 | 7.4% |
| 2.5 | 3 | 5.6% |
| 2.42 | 3 | 5.6% |
| 2.51 | 3 | 5.6% |
| 2.47 | 3 | 5.6% |
| 2.84 | 3 | 5.6% |
| 2.54 | 2 | 3.7% |
| 2.41 | 2 | 3.7% |
| 2.4 | 2 | 3.7% |
| 2.53 | 2 | 3.7% |
| Other values (23) | 27 |
| Value | Count | Frequency (%) |
| 2.18 | 1 | 1.9% |
| 2.25 | 1 | 1.9% |
| 2.3 | 1 | 1.9% |
| 2.35 | 2 | |
| 2.36 | 1 | 1.9% |
| 2.4 | 2 | |
| 2.41 | 2 | |
| 2.42 | 3 | |
| 2.43 | 1 | 1.9% |
| 2.44 | 1 | 1.9% |
| Value | Count | Frequency (%) |
| 2.97 | 1 | 1.9% |
| 2.92 | 2 | |
| 2.84 | 3 | |
| 2.83 | 1 | 1.9% |
| 2.79 | 1 | 1.9% |
| 2.75 | 1 | 1.9% |
| 2.71 | 1 | 1.9% |
| 2.69 | 1 | 1.9% |
| 2.67 | 1 | 1.9% |
| 2.61 | 1 | 1.9% |
| 구분 | 중분류 | 사례수 | 보수 | 업무 강도 | 승진 가능성 | 후생복지 | 노후 준비 | 업무 자율성 | 전문성 계발 기회 | 직업의 안정성 | 직업의 성장 가능성 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 구분 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 중분류 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 사례수 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.289 | 0.000 | 0.000 | 0.495 | 0.000 | 0.000 |
| 보수 | 1.000 | 1.000 | 0.000 | 1.000 | 0.824 | 0.788 | 0.833 | 0.865 | 0.053 | 0.649 | 0.654 | 0.535 |
| 업무 강도 | 1.000 | 1.000 | 0.000 | 0.824 | 1.000 | 0.668 | 0.631 | 0.670 | 0.000 | 0.705 | 0.465 | 0.564 |
| 승진 가능성 | 1.000 | 1.000 | 0.000 | 0.788 | 0.668 | 1.000 | 0.519 | 0.715 | 0.432 | 0.297 | 0.000 | 0.330 |
| 후생복지 | 1.000 | 1.000 | 0.289 | 0.833 | 0.631 | 0.519 | 1.000 | 0.800 | 0.332 | 0.743 | 0.737 | 0.474 |
| 노후 준비 | 1.000 | 1.000 | 0.000 | 0.865 | 0.670 | 0.715 | 0.800 | 1.000 | 0.516 | 0.411 | 0.538 | 0.574 |
| 업무 자율성 | 1.000 | 1.000 | 0.000 | 0.053 | 0.000 | 0.432 | 0.332 | 0.516 | 1.000 | 0.658 | 0.386 | 0.618 |
| 전문성 계발 기회 | 1.000 | 1.000 | 0.495 | 0.649 | 0.705 | 0.297 | 0.743 | 0.411 | 0.658 | 1.000 | 0.672 | 0.793 |
| 직업의 안정성 | 1.000 | 1.000 | 0.000 | 0.654 | 0.465 | 0.000 | 0.737 | 0.538 | 0.386 | 0.672 | 1.000 | 0.721 |
| 직업의 성장 가능성 | 1.000 | 1.000 | 0.000 | 0.535 | 0.564 | 0.330 | 0.474 | 0.574 | 0.618 | 0.793 | 0.721 | 1.000 |
| 사례수 | 보수 | 업무 강도 | 승진 가능성 | 후생복지 | 노후 준비 | 업무 자율성 | 전문성 계발 기회 | 직업의 안정성 | 직업의 성장 가능성 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 사례수 | 1.000 | -0.341 | -0.186 | 0.012 | -0.310 | -0.254 | 0.029 | -0.019 | -0.311 | 0.108 |
| 보수 | -0.341 | 1.000 | 0.500 | 0.427 | 0.787 | 0.709 | -0.177 | -0.081 | 0.424 | 0.143 |
| 업무 강도 | -0.186 | 0.500 | 1.000 | 0.498 | 0.709 | 0.693 | 0.176 | 0.408 | 0.144 | 0.528 |
| 승진 가능성 | 0.012 | 0.427 | 0.498 | 1.000 | 0.568 | 0.551 | 0.141 | 0.281 | -0.153 | 0.483 |
| 후생복지 | -0.310 | 0.787 | 0.709 | 0.568 | 1.000 | 0.845 | 0.105 | 0.232 | 0.377 | 0.405 |
| 노후 준비 | -0.254 | 0.709 | 0.693 | 0.551 | 0.845 | 1.000 | 0.126 | 0.143 | 0.474 | 0.528 |
| 업무 자율성 | 0.029 | -0.177 | 0.176 | 0.141 | 0.105 | 0.126 | 1.000 | 0.799 | -0.163 | 0.526 |
| 전문성 계발 기회 | -0.019 | -0.081 | 0.408 | 0.281 | 0.232 | 0.143 | 0.799 | 1.000 | -0.301 | 0.603 |
| 직업의 안정성 | -0.311 | 0.424 | 0.144 | -0.153 | 0.377 | 0.474 | -0.163 | -0.301 | 1.000 | -0.109 |
| 직업의 성장 가능성 | 0.108 | 0.143 | 0.528 | 0.483 | 0.405 | 0.528 | 0.526 | 0.603 | -0.109 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 구분 | 중분류 | 사례수 | 보수 | 업무 강도 | 승진 가능성 | 후생복지 | 노후 준비 | 업무 자율성 | 전문성 계발 기회 | 직업의 안정성 | 직업의 성장 가능성 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 성별1 | 남자 | 1376 | 2.6 | 2.97 | 2.91 | 2.57 | 2.2 | 3.61 | 2.86 | 3.03 | 2.56 |
| 1 | 성별2 | 여자 | 635 | 2.4 | 2.79 | 2.69 | 2.39 | 2.09 | 3.59 | 2.74 | 2.99 | 2.53 |
| 2 | 연령1 | 20대 | 217 | 2.54 | 2.85 | 2.77 | 2.45 | 2.22 | 3.82 | 3.02 | 3.12 | 2.92 |
| 3 | 연령2 | 30~34세 | 391 | 2.35 | 2.86 | 2.7 | 2.41 | 2.05 | 3.66 | 2.79 | 3.0 | 2.51 |
| 4 | 연령3 | 35~39세 | 382 | 2.43 | 2.81 | 2.8 | 2.4 | 2.07 | 3.58 | 2.77 | 2.99 | 2.35 |
| 5 | 연령4 | 40~44세 | 317 | 2.63 | 2.9 | 2.86 | 2.53 | 2.15 | 3.54 | 2.74 | 2.97 | 2.46 |
| 6 | 연령5 | 45~49세 | 225 | 2.61 | 2.89 | 2.92 | 2.64 | 2.14 | 3.53 | 2.75 | 3.04 | 2.43 |
| 7 | 연령6 | 50대 | 372 | 2.7 | 3.11 | 2.92 | 2.64 | 2.31 | 3.53 | 2.83 | 3.02 | 2.6 |
| 8 | 연령7 | 60대 이상 | 107 | 2.57 | 3.07 | 3.09 | 2.72 | 2.42 | 3.6 | 3.07 | 3.03 | 2.92 |
| 9 | 매체유형1 | 신문사 | 1065 | 2.32 | 2.83 | 2.78 | 2.35 | 2.02 | 3.53 | 2.79 | 2.98 | 2.47 |
| 구분 | 중분류 | 사례수 | 보수 | 업무 강도 | 승진 가능성 | 후생복지 | 노후 준비 | 업무 자율성 | 전문성 계발 기회 | 직업의 안정성 | 직업의 성장 가능성 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 44 | 직위3 | 부장/부장대우 | 209 | 2.7 | 3.02 | 2.93 | 2.63 | 2.29 | 3.52 | 2.78 | 2.95 | 2.5 |
| 45 | 직위4 | 차장/차장대우 | 457 | 2.56 | 2.82 | 2.84 | 2.44 | 2.07 | 3.51 | 2.69 | 2.98 | 2.41 |
| 46 | 직위5 | 평기자 | 1018 | 2.45 | 2.87 | 2.72 | 2.46 | 2.12 | 3.65 | 2.83 | 3.05 | 2.54 |
| 47 | 경력1 | 1~4년 | 426 | 2.47 | 2.96 | 2.84 | 2.49 | 2.19 | 3.74 | 2.96 | 2.98 | 2.83 |
| 48 | 경력2 | 5~9년 | 457 | 2.36 | 2.86 | 2.69 | 2.4 | 2.09 | 3.64 | 2.76 | 3.01 | 2.41 |
| 49 | 경력3 | 10~14년 | 399 | 2.49 | 2.75 | 2.77 | 2.41 | 2.05 | 3.55 | 2.78 | 2.96 | 2.42 |
| 50 | 경력4 | 15~19년 | 272 | 2.77 | 2.92 | 3.0 | 2.66 | 2.22 | 3.52 | 2.69 | 3.04 | 2.49 |
| 51 | 경력5 | 20년 이상 | 457 | 2.68 | 3.06 | 2.94 | 2.66 | 2.28 | 3.53 | 2.86 | 3.09 | 2.56 |
| 52 | 권역1 | 서울 | 1392 | 2.61 | 2.93 | 2.82 | 2.57 | 2.19 | 3.63 | 2.84 | 3.07 | 2.54 |
| 53 | 권역2 | 그 외 지역 | 619 | 2.37 | 2.88 | 2.87 | 2.39 | 2.11 | 3.54 | 2.78 | 2.9 | 2.57 |