Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 108 |
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 | 54.2 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 1 |
Dataset
Description | 경기도_벼 보급종 공급량 현황 |
---|---|
Author | 경기도 |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=6T98794V0223GQQ9O1P421624027&infSeq=1 |
사전주문량(kg) is highly overall correlated with 일반주문량(kg) and 1 other fields | High correlation |
일반주문량(kg) is highly overall correlated with 사전주문량(kg) and 1 other fields | High correlation |
기간외개별공급량(kg) is highly overall correlated with 사전주문량(kg) and 1 other fields | High correlation |
사전주문량(kg) has 70 (64.8%) zeros | Zeros |
일반주문량(kg) has 57 (52.8%) zeros | Zeros |
기간내개별공급량(kg) has 30 (27.8%) zeros | Zeros |
기간외개별공급량(kg) has 59 (54.6%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 21:59:04.769969 |
---|---|
Analysis finished | 2023-12-10 21:59:07.571978 |
Duration | 2.8 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
공급년도
Real number (ℝ)
Distinct | 6 |
---|---|
Distinct (%) | 5.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2020.6019 |
Minimum | 2018 |
---|---|
Maximum | 2023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 2018 |
---|---|
5-th percentile | 2018 |
Q1 | 2019 |
median | 2021 |
Q3 | 2022 |
95-th percentile | 2023 |
Maximum | 2023 |
Range | 5 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 1.7290255 |
---|---|
Coefficient of variation (CV) | 0.00085569828 |
Kurtosis | -1.3175485 |
Mean | 2020.6019 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.059143097 |
Sum | 218225 |
Variance | 2.9895292 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2023 | 20 | |
2022 | 20 | |
2019 | 19 | |
2020 | 17 | |
2021 | 16 | |
2018 | 16 |
Value | Count | Frequency (%) |
2018 | 16 | |
2019 | 19 | |
2020 | 17 | |
2021 | 16 | |
2022 | 20 | |
2023 | 20 |
Value | Count | Frequency (%) |
2023 | 20 | |
2022 | 20 | |
2021 | 16 | |
2020 | 17 | |
2019 | 19 | |
2018 | 16 |
품종명
Categorical
Distinct | 31 |
---|---|
Distinct (%) | 28.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 996.0 B |
고시히카리 | 6 |
---|---|
동진찰벼 | 6 |
오대벼 | 6 |
추청벼 | 6 |
삼광벼 | 6 |
Other values (26) |
Length
Max length | 5 |
---|---|
Median length | 3 |
Mean length | 3.4259259 |
Min length | 2 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 3.7% |
Sample
1st row | 고시히카리 |
---|---|
2nd row | 동진찰벼 |
3rd row | 미품벼 |
4th row | 백옥찰벼 |
5th row | 삼광벼 |
Common Values
Value | Count | Frequency (%) |
고시히카리 | 6 | 5.6% |
동진찰벼 | 6 | 5.6% |
오대벼 | 6 | 5.6% |
추청벼 | 6 | 5.6% |
삼광벼 | 6 | 5.6% |
영호진미 | 5 | 4.6% |
미품벼 | 5 | 4.6% |
대안벼 | 5 | 4.6% |
참드림 | 5 | 4.6% |
백옥찰벼 | 4 | 3.7% |
Other values (21) | 54 |
Length
Value | Count | Frequency (%) |
고시히카리 | 6 | 5.6% |
오대벼 | 6 | 5.6% |
추청벼 | 6 | 5.6% |
삼광벼 | 6 | 5.6% |
동진찰벼 | 6 | 5.6% |
영호진미 | 5 | 4.6% |
미품벼 | 5 | 4.6% |
대안벼 | 5 | 4.6% |
참드림 | 5 | 4.6% |
맛드림 | 4 | 3.7% |
Other values (21) | 54 |
사전주문량(kg)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 38 |
---|---|
Distinct (%) | 35.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 34247.407 |
Minimum | 0 |
---|---|
Maximum | 454980 |
Zeros | 70 |
Zeros (%) | 64.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 9250 |
95-th percentile | 275313 |
Maximum | 454980 |
Range | 454980 |
Interquartile range (IQR) | 9250 |
Descriptive statistics
Standard deviation | 86942.024 |
---|---|
Coefficient of variation (CV) | 2.5386454 |
Kurtosis | 9.2210787 |
Mean | 34247.407 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 3.0830422 |
Sum | 3698720 |
Variance | 7.5589155 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 70 | |
9000 | 2 | 1.9% |
99460 | 1 | 0.9% |
1400 | 1 | 0.9% |
10000 | 1 | 0.9% |
302900 | 1 | 0.9% |
3860 | 1 | 0.9% |
339520 | 1 | 0.9% |
98200 | 1 | 0.9% |
4540 | 1 | 0.9% |
Other values (28) | 28 | 25.9% |
Value | Count | Frequency (%) |
0 | 70 | |
200 | 1 | 0.9% |
1400 | 1 | 0.9% |
3860 | 1 | 0.9% |
4000 | 1 | 0.9% |
4540 | 1 | 0.9% |
5000 | 1 | 0.9% |
5800 | 1 | 0.9% |
6000 | 1 | 0.9% |
6500 | 1 | 0.9% |
Value | Count | Frequency (%) |
454980 | 1 | |
344400 | 1 | |
339520 | 1 | |
329940 | 1 | |
318700 | 1 | |
302900 | 1 | |
224080 | 1 | |
199240 | 1 | |
140960 | 1 | |
130600 | 1 |
일반주문량(kg)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 52 |
---|---|
Distinct (%) | 48.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 86695.926 |
Minimum | 0 |
---|---|
Maximum | 1197980 |
Zeros | 57 |
Zeros (%) | 52.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 65830 |
95-th percentile | 458078 |
Maximum | 1197980 |
Range | 1197980 |
Interquartile range (IQR) | 65830 |
Descriptive statistics
Standard deviation | 209258.61 |
---|---|
Coefficient of variation (CV) | 2.4137075 |
Kurtosis | 13.651578 |
Mean | 86695.926 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 3.5343063 |
Sum | 9363160 |
Variance | 4.3789165 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 57 | |
190000 | 1 | 0.9% |
260 | 1 | 0.9% |
15240 | 1 | 0.9% |
904460 | 1 | 0.9% |
11100 | 1 | 0.9% |
94780 | 1 | 0.9% |
82260 | 1 | 0.9% |
77020 | 1 | 0.9% |
600 | 1 | 0.9% |
Other values (42) | 42 |
Value | Count | Frequency (%) |
0 | 57 | |
40 | 1 | 0.9% |
240 | 1 | 0.9% |
260 | 1 | 0.9% |
320 | 1 | 0.9% |
600 | 1 | 0.9% |
1160 | 1 | 0.9% |
2560 | 1 | 0.9% |
5180 | 1 | 0.9% |
6000 | 1 | 0.9% |
Value | Count | Frequency (%) |
1197980 | 1 | |
1084860 | 1 | |
904460 | 1 | |
749880 | 1 | |
505020 | 1 | |
466240 | 1 | |
442920 | 1 | |
409920 | 1 | |
276940 | 1 | |
273680 | 1 |
기간내개별공급량(kg)
Real number (ℝ)
ZEROS
 
Distinct | 59 |
---|---|
Distinct (%) | 54.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5616.6667 |
Minimum | 0 |
---|---|
Maximum | 92600 |
Zeros | 30 |
Zeros (%) | 27.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 220 |
Q3 | 2240 |
95-th percentile | 41801 |
Maximum | 92600 |
Range | 92600 |
Interquartile range (IQR) | 2240 |
Descriptive statistics
Standard deviation | 15621.189 |
---|---|
Coefficient of variation (CV) | 2.7812206 |
Kurtosis | 17.228579 |
Mean | 5616.6667 |
Median Absolute Deviation (MAD) | 220 |
Skewness | 4.0252012 |
Sum | 606600 |
Variance | 2.4402154 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 30 | |
60 | 5 | 4.6% |
20 | 4 | 3.7% |
120 | 4 | 3.7% |
40 | 3 | 2.8% |
100 | 3 | 2.8% |
700 | 2 | 1.9% |
1200 | 2 | 1.9% |
220 | 2 | 1.9% |
440 | 2 | 1.9% |
Other values (49) | 51 |
Value | Count | Frequency (%) |
0 | 30 | |
20 | 4 | 3.7% |
40 | 3 | 2.8% |
60 | 5 | 4.6% |
80 | 1 | 0.9% |
100 | 3 | 2.8% |
120 | 4 | 3.7% |
140 | 1 | 0.9% |
180 | 1 | 0.9% |
200 | 1 | 0.9% |
Value | Count | Frequency (%) |
92600 | 1 | |
88740 | 1 | |
55480 | 1 | |
53920 | 1 | |
45080 | 1 | |
44440 | 1 | |
36900 | 1 | |
18360 | 1 | |
14920 | 1 | |
12060 | 1 |
기간외개별공급량(kg)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 48 |
---|---|
Distinct (%) | 44.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2960.5556 |
Minimum | 0 |
---|---|
Maximum | 46160 |
Zeros | 59 |
Zeros (%) | 54.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 1215 |
95-th percentile | 17352 |
Maximum | 46160 |
Range | 46160 |
Interquartile range (IQR) | 1215 |
Descriptive statistics
Standard deviation | 7371.0367 |
---|---|
Coefficient of variation (CV) | 2.4897478 |
Kurtosis | 14.010647 |
Mean | 2960.5556 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 3.5119925 |
Sum | 319740 |
Variance | 54332182 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 59 | |
180 | 2 | 1.9% |
160 | 2 | 1.9% |
1200 | 1 | 0.9% |
11720 | 1 | 0.9% |
9620 | 1 | 0.9% |
30120 | 1 | 0.9% |
1800 | 1 | 0.9% |
1020 | 1 | 0.9% |
2100 | 1 | 0.9% |
Other values (38) | 38 |
Value | Count | Frequency (%) |
0 | 59 | |
20 | 1 | 0.9% |
50 | 1 | 0.9% |
60 | 1 | 0.9% |
100 | 1 | 0.9% |
120 | 1 | 0.9% |
160 | 2 | 1.9% |
180 | 2 | 1.9% |
240 | 1 | 0.9% |
300 | 1 | 0.9% |
Value | Count | Frequency (%) |
46160 | 1 | |
30120 | 1 | |
29900 | 1 | |
26780 | 1 | |
20920 | 1 | |
18220 | 1 | |
15740 | 1 | |
14320 | 1 | |
11720 | 1 | |
11400 | 1 |
공급년도 | 품종명 | 사전주문량(kg) | 일반주문량(kg) | 기간내개별공급량(kg) | 기간외개별공급량(kg) | |
---|---|---|---|---|---|---|
공급년도 | 1.000 | 0.000 | 0.000 | 0.088 | 0.328 | 0.050 |
품종명 | 0.000 | 1.000 | 0.537 | 0.425 | 0.000 | 0.000 |
사전주문량(kg) | 0.000 | 0.537 | 1.000 | 0.970 | 0.787 | 0.954 |
일반주문량(kg) | 0.088 | 0.425 | 0.970 | 1.000 | 0.756 | 0.960 |
기간내개별공급량(kg) | 0.328 | 0.000 | 0.787 | 0.756 | 1.000 | 0.764 |
기간외개별공급량(kg) | 0.050 | 0.000 | 0.954 | 0.960 | 0.764 | 1.000 |
공급년도 | 사전주문량(kg) | 일반주문량(kg) | 기간내개별공급량(kg) | 기간외개별공급량(kg) | 품종명 | |
---|---|---|---|---|---|---|
공급년도 | 1.000 | -0.056 | -0.065 | 0.089 | 0.169 | 0.000 |
사전주문량(kg) | -0.056 | 1.000 | 0.879 | 0.161 | 0.725 | 0.205 |
일반주문량(kg) | -0.065 | 0.879 | 1.000 | 0.159 | 0.734 | 0.149 |
기간내개별공급량(kg) | 0.089 | 0.161 | 0.159 | 1.000 | 0.128 | 0.000 |
기간외개별공급량(kg) | 0.169 | 0.725 | 0.734 | 0.128 | 1.000 | 0.000 |
품종명 | 0.000 | 0.205 | 0.149 | 0.000 | 0.000 | 1.000 |
공급년도 | 품종명 | 사전주문량(kg) | 일반주문량(kg) | 기간내개별공급량(kg) | 기간외개별공급량(kg) | |
---|---|---|---|---|---|---|
0 | 2023 | 고시히카리 | 57500 | 190000 | 6100 | 1200 |
1 | 2023 | 동진찰벼 | 0 | 19500 | 720 | 380 |
2 | 2023 | 미품벼 | 0 | 0 | 60 | 0 |
3 | 2023 | 백옥찰벼 | 0 | 0 | 11900 | 1060 |
4 | 2023 | 삼광벼 | 13160 | 252480 | 100 | 1040 |
5 | 2023 | 새누리벼 | 0 | 0 | 240 | 400 |
6 | 2023 | 새청무 | 0 | 0 | 0 | 1160 |
7 | 2023 | 신동진벼 | 0 | 0 | 0 | 120 |
8 | 2023 | 안평 | 0 | 0 | 1160 | 240 |
9 | 2023 | 알찬미 | 66100 | 22020 | 120 | 2140 |
공급년도 | 품종명 | 사전주문량(kg) | 일반주문량(kg) | 기간내개별공급량(kg) | 기간외개별공급량(kg) | |
---|---|---|---|---|---|---|
98 | 2018 | 새누리벼 | 0 | 0 | 8020 | 0 |
99 | 2018 | 영우벼 | 0 | 0 | 60 | 0 |
100 | 2018 | 오대벼 | 14000 | 14360 | 560 | 0 |
101 | 2018 | 오륜벼 | 0 | 0 | 100 | 0 |
102 | 2018 | 운광벼 | 0 | 0 | 3760 | 0 |
103 | 2018 | 조평벼 | 0 | 0 | 4340 | 0 |
104 | 2018 | 참드림 | 0 | 0 | 0 | 525 |
105 | 2018 | 추청벼 | 454980 | 1197980 | 36900 | 29900 |
106 | 2018 | 친들벼 | 0 | 0 | 340 | 0 |
107 | 2018 | 화선찰벼 | 0 | 24420 | 6100 | 3560 |