Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 28 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.1 KiB |
Average record size in memory | 39.7 B |
Variable types
Text | 1 |
---|---|
Numeric | 2 |
Categorical | 1 |
Dataset
Description | 자가품질검사현황2015년상반기 |
---|---|
Author | 전라북도 |
URL | https://www.bigdatahub.go.kr/opendata/dataSet/detail.nm?contentId=37&rlik=49451aebf056b486&serviceId=202417 |
자기품질검사건수 is highly overall correlated with 적합 and 1 other fields | High correlation |
적합 is highly overall correlated with 자기품질검사건수 and 1 other fields | High correlation |
부적합 is highly overall correlated with 자기품질검사건수 and 1 other fields | High correlation |
부적합 is highly imbalanced (66.9%) | Imbalance |
식품 유형 has unique values | Unique |
Reproduction
Analysis started | 2024-03-14 02:34:41.007175 |
---|---|
Analysis finished | 2024-03-14 02:34:41.615722 |
Duration | 0.61 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
식품 유형
Text
UNIQUE
 
Distinct | 28 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 356.0 B |
Value | Count | Frequency (%) |
과자류 | 1 | 3.0% |
조미식품 | 1 | 3.0% |
위생용품 | 1 | 3.0% |
기구및용기포장 | 1 | 3.0% |
식품첨가물 | 1 | 3.0% |
건강기능식품 | 1 | 3.0% |
장기보존식품 | 1 | 3.0% |
규격외일반가공품 | 1 | 3.0% |
기타식품류 | 1 | 3.0% |
건포류 | 1 | 3.0% |
Other values (23) | 23 |
Most occurring characters
Value | Count | Frequency (%) |
류 | 18 | 14.4% |
품 | 10 | 8.0% |
식 | 8 | 6.4% |
5 | 4.0% | |
기 | 5 | 4.0% |
가 | 3 | 2.4% |
장 | 3 | 2.4% |
용 | 3 | 2.4% |
는 | 2 | 1.6% |
공 | 2 | 1.6% |
Other values (60) | 66 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 120 | |
Space Separator | 5 | 4.0% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
류 | 18 | 15.0% |
품 | 10 | 8.3% |
식 | 8 | 6.7% |
기 | 5 | 4.2% |
가 | 3 | 2.5% |
장 | 3 | 2.5% |
용 | 3 | 2.5% |
는 | 2 | 1.7% |
공 | 2 | 1.7% |
또 | 2 | 1.7% |
Other values (59) | 64 |
Space Separator
Value | Count | Frequency (%) |
5 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 120 | |
Common | 5 | 4.0% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
류 | 18 | 15.0% |
품 | 10 | 8.3% |
식 | 8 | 6.7% |
기 | 5 | 4.2% |
가 | 3 | 2.5% |
장 | 3 | 2.5% |
용 | 3 | 2.5% |
는 | 2 | 1.7% |
공 | 2 | 1.7% |
또 | 2 | 1.7% |
Other values (59) | 64 |
Common
Value | Count | Frequency (%) |
5 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 120 | |
ASCII | 5 | 4.0% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
류 | 18 | 15.0% |
품 | 10 | 8.3% |
식 | 8 | 6.7% |
기 | 5 | 4.2% |
가 | 3 | 2.5% |
장 | 3 | 2.5% |
용 | 3 | 2.5% |
는 | 2 | 1.7% |
공 | 2 | 1.7% |
또 | 2 | 1.7% |
Other values (59) | 64 |
ASCII
Value | Count | Frequency (%) |
5 |
자기품질검사건수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 19 |
---|---|
Distinct (%) | 67.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.428571 |
Minimum | 1 |
---|---|
Maximum | 524 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 3.75 |
median | 10.5 |
Q3 | 25.5 |
95-th percentile | 107.5 |
Maximum | 524 |
Range | 523 |
Interquartile range (IQR) | 21.75 |
Descriptive statistics
Standard deviation | 99.171168 |
---|---|
Coefficient of variation (CV) | 2.6496114 |
Kurtosis | 23.494876 |
Mean | 37.428571 |
Median Absolute Deviation (MAD) | 9.5 |
Skewness | 4.7218287 |
Sum | 1048 |
Variance | 9834.9206 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 6 | |
14 | 2 | 7.1% |
10 | 2 | 7.1% |
4 | 2 | 7.1% |
15 | 2 | 7.1% |
45 | 1 | 3.6% |
132 | 1 | 3.6% |
524 | 1 | 3.6% |
8 | 1 | 3.6% |
27 | 1 | 3.6% |
Other values (9) | 9 |
Value | Count | Frequency (%) |
1 | 6 | |
3 | 1 | 3.6% |
4 | 2 | 7.1% |
7 | 1 | 3.6% |
8 | 1 | 3.6% |
9 | 1 | 3.6% |
10 | 2 | 7.1% |
11 | 1 | 3.6% |
14 | 2 | 7.1% |
15 | 2 | 7.1% |
Value | Count | Frequency (%) |
524 | 1 | |
132 | 1 | |
62 | 1 | |
54 | 1 | |
45 | 1 | |
28 | 1 | |
27 | 1 | |
25 | 1 | |
21 | 1 | |
15 | 2 |
적합
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 19 |
---|---|
Distinct (%) | 67.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.214286 |
Minimum | 1 |
---|---|
Maximum | 521 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 3.75 |
median | 10.5 |
Q3 | 25.5 |
95-th percentile | 105.85 |
Maximum | 521 |
Range | 520 |
Interquartile range (IQR) | 21.75 |
Descriptive statistics
Standard deviation | 98.546608 |
---|---|
Coefficient of variation (CV) | 2.6480854 |
Kurtosis | 23.554805 |
Mean | 37.214286 |
Median Absolute Deviation (MAD) | 9.5 |
Skewness | 4.7286816 |
Sum | 1042 |
Variance | 9711.4339 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 6 | |
14 | 2 | 7.1% |
10 | 2 | 7.1% |
4 | 2 | 7.1% |
15 | 2 | 7.1% |
45 | 1 | 3.6% |
130 | 1 | 3.6% |
521 | 1 | 3.6% |
8 | 1 | 3.6% |
27 | 1 | 3.6% |
Other values (9) | 9 |
Value | Count | Frequency (%) |
1 | 6 | |
3 | 1 | 3.6% |
4 | 2 | 7.1% |
7 | 1 | 3.6% |
8 | 1 | 3.6% |
9 | 1 | 3.6% |
10 | 2 | 7.1% |
11 | 1 | 3.6% |
14 | 2 | 7.1% |
15 | 2 | 7.1% |
Value | Count | Frequency (%) |
521 | 1 | |
130 | 1 | |
61 | 1 | |
54 | 1 | |
45 | 1 | |
28 | 1 | |
27 | 1 | |
25 | 1 | |
21 | 1 | |
15 | 2 |
부적합
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | 14.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 356.0 B |
<NA> | |
---|---|
2 | 1 |
1 | 1 |
3 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.6785714 |
Min length | 1 |
Unique
Unique | 3 ? |
---|---|
Unique (%) | 10.7% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 25 | |
2 | 1 | 3.6% |
1 | 1 | 3.6% |
3 | 1 | 3.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 25 | |
2 | 1 | 3.6% |
1 | 1 | 3.6% |
3 | 1 | 3.6% |
식품 유형 | 자기품질검사건수 | 적합 | 부적합 | |
---|---|---|---|---|
식품 유형 | 1.000 | 1.000 | 1.000 | 1.000 |
자기품질검사건수 | 1.000 | 1.000 | 1.000 | 1.000 |
적합 | 1.000 | 1.000 | 1.000 | 1.000 |
부적합 | 1.000 | 1.000 | 1.000 | 1.000 |
자기품질검사건수 | 적합 | 부적합 | |
---|---|---|---|
자기품질검사건수 | 1.000 | 1.000 | 1.000 |
적합 | 1.000 | 1.000 | 1.000 |
부적합 | 1.000 | 1.000 | 1.000 |
식품 유형 | 자기품질검사건수 | 적합 | 부적합 | |
---|---|---|---|---|
0 | 과자류 | 45 | 45 | <NA> |
1 | 빵또는 떡류 | 25 | 25 | <NA> |
2 | 코코아가공품 및 초콜릿류 | 1 | 1 | <NA> |
3 | 잼류 | 1 | 1 | <NA> |
4 | 올리고당류 | 14 | 14 | <NA> |
5 | 두부류 또는 묵류 | 9 | 9 | <NA> |
6 | 식용유지류 | 10 | 10 | <NA> |
7 | 면류 | 4 | 4 | <NA> |
8 | 다류 | 15 | 15 | <NA> |
9 | 커피 | 11 | 11 | <NA> |
식품 유형 | 자기품질검사건수 | 적합 | 부적합 | |
---|---|---|---|---|
18 | 주류 | 54 | 54 | <NA> |
19 | 건포류 | 7 | 7 | <NA> |
20 | 기타식품류 | 132 | 130 | 2 |
21 | 규격외일반가공품 | 62 | 61 | 1 |
22 | 장기보존식품 | 4 | 4 | <NA> |
23 | 건강기능식품 | 1 | 1 | <NA> |
24 | 식품첨가물 | 28 | 28 | <NA> |
25 | 기구및용기포장 | 27 | 27 | <NA> |
26 | 위생용품 | 8 | 8 | <NA> |
27 | 총합계 | 524 | 521 | 3 |