Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 159 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 8.2 KiB |
Average record size in memory | 52.8 B |
Variable types
Categorical | 1 |
---|---|
DateTime | 1 |
Numeric | 4 |
Dataset
Description | 충청남도 학교급식 식재료 공급 체계에 기반한 시스템 통계DB 추출자료로 센터명, 연월, 친환경농산물사용량, 공급액, 일반농산물사용량, 공급액을 개방합니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=426&beforeMenuCd=DOM_000000201001001000&publicdatapk=3071846 |
친환경 농산물 사용량(Kg) is highly overall correlated with 친환경 농산물 공급액(원) and 2 other fields | High correlation |
친환경 농산물 공급액(원) is highly overall correlated with 친환경 농산물 사용량(Kg) and 2 other fields | High correlation |
일반 농산물 사용량(Kg) is highly overall correlated with 친환경 농산물 사용량(Kg) and 2 other fields | High correlation |
일반 농산물 공급액(원) is highly overall correlated with 친환경 농산물 사용량(Kg) and 2 other fields | High correlation |
친환경 농산물 사용량(Kg) has unique values | Unique |
친환경 농산물 공급액(원) has unique values | Unique |
일반 농산물 사용량(Kg) has 8 (5.0%) zeros | Zeros |
일반 농산물 공급액(원) has 8 (5.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-01-09 22:19:35.217318 |
---|---|
Analysis finished | 2024-01-09 22:19:36.708100 |
Duration | 1.49 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
센터명
Categorical
Distinct | 14 |
---|---|
Distinct (%) | 8.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.4 KiB |
당진 | |
---|---|
공주 | |
보령 | |
논산 | |
태안 | |
Other values (9) |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 당진 |
---|---|
2nd row | 당진 |
3rd row | 당진 |
4th row | 당진 |
5th row | 당진 |
Common Values
Value | Count | Frequency (%) |
당진 | 12 | 7.5% |
공주 | 12 | 7.5% |
보령 | 12 | 7.5% |
논산 | 12 | 7.5% |
태안 | 12 | 7.5% |
서산 | 12 | 7.5% |
서천 | 12 | 7.5% |
홍성 | 12 | 7.5% |
아산 | 12 | 7.5% |
청양 | 12 | 7.5% |
Other values (4) | 39 |
Length
Value | Count | Frequency (%) |
당진 | 12 | 7.5% |
공주 | 12 | 7.5% |
보령 | 12 | 7.5% |
논산 | 12 | 7.5% |
태안 | 12 | 7.5% |
서산 | 12 | 7.5% |
서천 | 12 | 7.5% |
홍성 | 12 | 7.5% |
아산 | 12 | 7.5% |
청양 | 12 | 7.5% |
Other values (4) | 39 |
연월
Date
Distinct | 12 |
---|---|
Distinct (%) | 7.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.4 KiB |
Minimum | 2020-03-01 00:00:00 |
---|---|
Maximum | 2021-02-01 00:00:00 |
친환경 농산물 사용량(Kg)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 159 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 32372.936 |
Minimum | 23 |
---|---|
Maximum | 268882.98 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 23 |
---|---|
5-th percentile | 204.29 |
Q1 | 3662.885 |
median | 15533.63 |
Q3 | 34398.26 |
95-th percentile | 134283.15 |
Maximum | 268882.98 |
Range | 268859.98 |
Interquartile range (IQR) | 30735.375 |
Descriptive statistics
Standard deviation | 48884.35 |
---|---|
Coefficient of variation (CV) | 1.5100376 |
Kurtosis | 8.3500983 |
Mean | 32372.936 |
Median Absolute Deviation (MAD) | 13466.42 |
Skewness | 2.7419797 |
Sum | 5147296.8 |
Variance | 2.3896796 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
228.5 | 1 | 0.6% |
1370.21 | 1 | 0.6% |
12183.25 | 1 | 0.6% |
5208.79 | 1 | 0.6% |
445.72 | 1 | 0.6% |
1086.05 | 1 | 0.6% |
1924.33 | 1 | 0.6% |
7619.16 | 1 | 0.6% |
36675.44 | 1 | 0.6% |
37639.55 | 1 | 0.6% |
Other values (149) | 149 |
Value | Count | Frequency (%) |
23.0 | 1 | |
74.0 | 1 | |
78.1 | 1 | |
104.0 | 1 | |
110.0 | 1 | |
119.0 | 1 | |
134.0 | 1 | |
156.05 | 1 | |
209.65 | 1 | |
228.5 | 1 |
Value | Count | Frequency (%) |
268882.98 | 1 | |
254434.22 | 1 | |
240025.11 | 1 | |
205169.75 | 1 | |
196633.72 | 1 | |
142203.34 | 1 | |
136881.79 | 1 | |
134492.61 | 1 | |
134259.88 | 1 | |
121906.09 | 1 |
친환경 농산물 공급액(원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 159 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.1918801 × 108 |
Minimum | 112250 |
---|---|
Maximum | 7.04047 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 112250 |
---|---|
5-th percentile | 1914951.6 |
Q1 | 17496110 |
median | 63129557 |
Q3 | 1.5946605 × 108 |
95-th percentile | 4.6807624 × 108 |
Maximum | 7.04047 × 108 |
Range | 7.0393475 × 108 |
Interquartile range (IQR) | 1.4196994 × 108 |
Descriptive statistics
Standard deviation | 1.4625481 × 108 |
---|---|
Coefficient of variation (CV) | 1.2270933 |
Kurtosis | 3.1738719 |
Mean | 1.1918801 × 108 |
Median Absolute Deviation (MAD) | 57639915 |
Skewness | 1.8562361 |
Sum | 1.8950894 × 1010 |
Variance | 2.1390469 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
866694 | 1 | 0.6% |
5235688 | 1 | 0.6% |
51252634 | 1 | 0.6% |
20184491 | 1 | 0.6% |
1887066 | 1 | 0.6% |
4826660 | 1 | 0.6% |
9472083 | 1 | 0.6% |
36150142 | 1 | 0.6% |
162228405 | 1 | 0.6% |
168970817 | 1 | 0.6% |
Other values (149) | 149 |
Value | Count | Frequency (%) |
112250 | 1 | |
328661 | 1 | |
601382 | 1 | |
866694 | 1 | |
1050286 | 1 | |
1185930 | 1 | |
1218200 | 1 | |
1887066 | 1 | |
1918050 | 1 | |
2442000 | 1 |
Value | Count | Frequency (%) |
704047002 | 1 | |
604646260 | 1 | |
597450931 | 1 | |
583155592 | 1 | |
528527384 | 1 | |
527713231 | 1 | |
472623182 | 1 | |
468467385 | 1 | |
468032779 | 1 | |
451432238 | 1 |
일반 농산물 사용량(Kg)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 152 |
---|---|
Distinct (%) | 95.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14956.945 |
Minimum | 0 |
---|---|
Maximum | 174965.1 |
Zeros | 8 |
Zeros (%) | 5.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 35.955 |
Q1 | 2401.7318 |
median | 7901.4216 |
Q3 | 16045.395 |
95-th percentile | 49321.806 |
Maximum | 174965.1 |
Range | 174965.1 |
Interquartile range (IQR) | 13643.663 |
Descriptive statistics
Standard deviation | 25925.343 |
---|---|
Coefficient of variation (CV) | 1.7333314 |
Kurtosis | 17.607729 |
Mean | 14956.945 |
Median Absolute Deviation (MAD) | 6208.0293 |
Skewness | 3.9189183 |
Sum | 2378154.3 |
Variance | 6.7212339 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 8 | 5.0% |
671.11 | 1 | 0.6% |
3062.18 | 1 | 0.6% |
4785.75 | 1 | 0.6% |
4181.26 | 1 | 0.6% |
5386.54 | 1 | 0.6% |
5500.58 | 1 | 0.6% |
1026.19 | 1 | 0.6% |
85.08 | 1 | 0.6% |
1435.0 | 1 | 0.6% |
Other values (142) | 142 |
Value | Count | Frequency (%) |
0.0 | 8 | |
39.95 | 1 | 0.6% |
67.6 | 1 | 0.6% |
71.1 | 1 | 0.6% |
80.7 | 1 | 0.6% |
85.08 | 1 | 0.6% |
108.1 | 1 | 0.6% |
208.7 | 1 | 0.6% |
218.8 | 1 | 0.6% |
306.2 | 1 | 0.6% |
Value | Count | Frequency (%) |
174965.1 | 1 | |
144258.03 | 1 | |
137467.61 | 1 | |
129354.06 | 1 | |
105933.57 | 1 | |
62355.68 | 1 | |
62186.99 | 1 | |
51879.48 | 1 | |
49037.62 | 1 | |
48301.45 | 1 |
일반 농산물 공급액(원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 152 |
---|---|
Distinct (%) | 95.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 93469822 |
Minimum | 0 |
---|---|
Maximum | 2.6008329 × 109 |
Zeros | 8 |
Zeros (%) | 5.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 181345.5 |
Q1 | 11860186 |
median | 40831766 |
Q3 | 77452919 |
95-th percentile | 3.3663802 × 108 |
Maximum | 2.6008329 × 109 |
Range | 2.6008329 × 109 |
Interquartile range (IQR) | 65592732 |
Descriptive statistics
Standard deviation | 2.3838715 × 108 |
---|---|
Coefficient of variation (CV) | 2.5504183 |
Kurtosis | 78.89795 |
Mean | 93469822 |
Median Absolute Deviation (MAD) | 30205298 |
Skewness | 7.9792298 |
Sum | 1.4861702 × 1010 |
Variance | 5.6828432 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 8 | 5.0% |
3059972 | 1 | 0.6% |
15888745 | 1 | 0.6% |
30210597 | 1 | 0.6% |
26496537 | 1 | 0.6% |
29091822 | 1 | 0.6% |
32076055 | 1 | 0.6% |
8001123 | 1 | 0.6% |
614414 | 1 | 0.6% |
5086910 | 1 | 0.6% |
Other values (142) | 142 |
Value | Count | Frequency (%) |
0 | 8 | |
201495 | 1 | 0.6% |
297506 | 1 | 0.6% |
483110 | 1 | 0.6% |
502715 | 1 | 0.6% |
553661 | 1 | 0.6% |
614414 | 1 | 0.6% |
933596 | 1 | 0.6% |
1089369 | 1 | 0.6% |
1226856 | 1 | 0.6% |
Value | Count | Frequency (%) |
2600832883 | 1 | |
925494716 | 1 | |
610394427 | 1 | |
585252139 | 1 | |
580588172 | 1 | |
517629606 | 1 | |
436131732 | 1 | |
416705905 | 1 | |
327741591 | 1 | |
301431860 | 1 |
센터명 | 연월 | 친환경 농산물 사용량(Kg) | 친환경 농산물 공급액(원) | 일반 농산물 사용량(Kg) | 일반 농산물 공급액(원) | |
---|---|---|---|---|---|---|
센터명 | 1.000 | 0.000 | 0.573 | 0.570 | 0.541 | 0.338 |
연월 | 0.000 | 1.000 | 0.158 | 0.379 | 0.266 | 0.162 |
친환경 농산물 사용량(Kg) | 0.573 | 0.158 | 1.000 | 0.840 | 0.713 | 0.705 |
친환경 농산물 공급액(원) | 0.570 | 0.379 | 0.840 | 1.000 | 0.782 | 0.830 |
일반 농산물 사용량(Kg) | 0.541 | 0.266 | 0.713 | 0.782 | 1.000 | 0.884 |
일반 농산물 공급액(원) | 0.338 | 0.162 | 0.705 | 0.830 | 0.884 | 1.000 |
친환경 농산물 사용량(Kg) | 친환경 농산물 공급액(원) | 일반 농산물 사용량(Kg) | 일반 농산물 공급액(원) | 센터명 | |
---|---|---|---|---|---|
친환경 농산물 사용량(Kg) | 1.000 | 0.970 | 0.864 | 0.921 | 0.279 |
친환경 농산물 공급액(원) | 0.970 | 1.000 | 0.882 | 0.938 | 0.266 |
일반 농산물 사용량(Kg) | 0.864 | 0.882 | 1.000 | 0.960 | 0.267 |
일반 농산물 공급액(원) | 0.921 | 0.938 | 0.960 | 1.000 | 0.177 |
센터명 | 0.279 | 0.266 | 0.267 | 0.177 | 1.000 |
센터명 | 연월 | 친환경 농산물 사용량(Kg) | 친환경 농산물 공급액(원) | 일반 농산물 사용량(Kg) | 일반 농산물 공급액(원) | |
---|---|---|---|---|---|---|
0 | 당진 | 2020-03-01 | 228.5 | 866694 | 1435.0 | 5086910 |
1 | 당진 | 2020-04-01 | 1370.21 | 5235688 | 4166.4329 | 16533319 |
2 | 당진 | 2020-05-01 | 9559.51 | 37026969 | 8187.5829 | 35870730 |
3 | 당진 | 2020-06-01 | 43610.66 | 165902707 | 18281.0716 | 78846260 |
4 | 당진 | 2020-07-01 | 196633.72 | 704047002 | 21834.2786 | 105240620 |
5 | 당진 | 2020-08-01 | 24533.27 | 85131343 | 11060.1525 | 53493958 |
6 | 당진 | 2020-09-01 | 30744.59 | 131199610 | 17032.7129 | 95218030 |
7 | 당진 | 2020-10-01 | 31256.36 | 172226860 | 30824.19 | 126451160 |
8 | 당진 | 2020-11-01 | 33070.68 | 180850168 | 40564.1832 | 149653534 |
9 | 당진 | 2020-12-01 | 16251.75 | 80912714 | 21220.3432 | 95816718 |
센터명 | 연월 | 친환경 농산물 사용량(Kg) | 친환경 농산물 공급액(원) | 일반 농산물 사용량(Kg) | 일반 농산물 공급액(원) | |
---|---|---|---|---|---|---|
149 | 부여 | 2020-11-01 | 21271.19 | 88184080 | 8995.1074 | 44300038 |
150 | 부여 | 2020-12-01 | 21096.33 | 91788564 | 7689.5587 | 41663566 |
151 | 부여 | 2021-01-01 | 5875.8 | 29117820 | 2332.65 | 13700986 |
152 | 부여 | 2021-02-01 | 2895.01 | 10079621 | 431.7 | 1945970 |
153 | 금산 | 2020-07-01 | 110.0 | 3630000 | 0.0 | 0 |
154 | 금산 | 2020-08-01 | 74.0 | 2442000 | 0.0 | 0 |
155 | 금산 | 2020-09-01 | 134.0 | 4422000 | 0.0 | 0 |
156 | 금산 | 2020-10-01 | 104.0 | 3432000 | 0.0 | 0 |
157 | 금산 | 2020-11-01 | 119.0 | 1218200 | 0.0 | 0 |
158 | 금산 | 2020-12-01 | 325.0 | 9364000 | 0.0 | 0 |