Dataset statistics
Number of variables | 3 |
---|---|
Number of observations | 878 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 23.3 KiB |
Average record size in memory | 27.2 B |
Variable types
Numeric | 2 |
---|---|
Categorical | 1 |
Dataset
Description | 농가의 일일 영농활동(교육, 시비 작업 등), 생산, 판매 활동 등 기록 관리시스템으로 품목재배일련번호, 년도 비고 등을 제공합니다. |
---|---|
Author | 충청북도 |
URL | https://www.data.go.kr/data/15050314/fileData.do |
비고 is highly imbalanced (98.7%) | Imbalance |
Reproduction
Analysis started | 2023-12-12 04:47:25.503911 |
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Analysis finished | 2023-12-12 04:47:26.210687 |
Duration | 0.71 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
품목재배 일련번호
Real number (ℝ)
Distinct | 722 |
---|---|
Distinct (%) | 82.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11744.835 |
Minimum | 8 |
---|---|
Maximum | 15605 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 7.8 KiB |
Quantile statistics
Minimum | 8 |
---|---|
5-th percentile | 2768 |
Q1 | 11131.75 |
median | 12799 |
Q3 | 14558.75 |
95-th percentile | 15358.4 |
Maximum | 15605 |
Range | 15597 |
Interquartile range (IQR) | 3427 |
Descriptive statistics
Standard deviation | 3658.9813 |
---|---|
Coefficient of variation (CV) | 0.31153961 |
Kurtosis | 1.5227864 |
Mean | 11744.835 |
Median Absolute Deviation (MAD) | 1713 |
Skewness | -1.4886887 |
Sum | 10311965 |
Variance | 13388144 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
14805 | 5 | 0.6% |
14804 | 5 | 0.6% |
14803 | 5 | 0.6% |
15385 | 4 | 0.5% |
11532 | 4 | 0.5% |
15384 | 4 | 0.5% |
13886 | 4 | 0.5% |
15382 | 4 | 0.5% |
15381 | 4 | 0.5% |
15380 | 4 | 0.5% |
Other values (712) | 835 |
Value | Count | Frequency (%) |
8 | 1 | |
10 | 1 | |
18 | 1 | |
19 | 1 | |
26 | 1 | |
337 | 1 | |
338 | 1 | |
588 | 1 | |
589 | 1 | |
697 | 1 |
Value | Count | Frequency (%) |
15605 | 2 | |
15585 | 1 | |
15559 | 1 | |
15522 | 2 | |
15519 | 2 | |
15475 | 1 | |
15450 | 1 | |
15449 | 1 | |
15439 | 1 | |
15428 | 1 |
년도
Real number (ℝ)
Distinct | 11 |
---|---|
Distinct (%) | 1.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2015.9351 |
Minimum | 2010 |
---|---|
Maximum | 2020 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 7.8 KiB |
Quantile statistics
Minimum | 2010 |
---|---|
5-th percentile | 2015 |
Q1 | 2016 |
median | 2016 |
Q3 | 2016 |
95-th percentile | 2017 |
Maximum | 2020 |
Range | 10 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 0.88655197 |
---|---|
Coefficient of variation (CV) | 0.00043977208 |
Kurtosis | 8.1066859 |
Mean | 2015.9351 |
Median Absolute Deviation (MAD) | 0 |
Skewness | -1.1226873 |
Sum | 1769991 |
Variance | 0.7859744 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2016 | 565 | |
2017 | 133 | 15.1% |
2015 | 130 | 14.8% |
2014 | 19 | 2.2% |
2018 | 9 | 1.0% |
2012 | 8 | 0.9% |
2013 | 6 | 0.7% |
2020 | 3 | 0.3% |
2019 | 3 | 0.3% |
2011 | 1 | 0.1% |
Value | Count | Frequency (%) |
2010 | 1 | 0.1% |
2011 | 1 | 0.1% |
2012 | 8 | 0.9% |
2013 | 6 | 0.7% |
2014 | 19 | 2.2% |
2015 | 130 | 14.8% |
2016 | 565 | |
2017 | 133 | 15.1% |
2018 | 9 | 1.0% |
2019 | 3 | 0.3% |
Value | Count | Frequency (%) |
2020 | 3 | 0.3% |
2019 | 3 | 0.3% |
2018 | 9 | 1.0% |
2017 | 133 | 15.1% |
2016 | 565 | |
2015 | 130 | 14.8% |
2014 | 19 | 2.2% |
2013 | 6 | 0.7% |
2012 | 8 | 0.9% |
2011 | 1 | 0.1% |
비고
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.0 KiB |
<NA> | |
---|---|
1 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.9965831 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | 1 |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 877 | |
1 | 1 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 877 | |
1 | 1 | 0.1% |
품목재배 일련번호 | 년도 | |
---|---|---|
품목재배 일련번호 | 1.000 | 0.416 |
년도 | 0.416 | 1.000 |
품목재배 일련번호 | 년도 | 비고 | |
---|---|---|---|
품목재배 일련번호 | 1.000 | 0.282 | NaN |
년도 | 0.282 | 1.000 | NaN |
비고 | NaN | NaN | 1.000 |
품목재배 일련번호 | 년도 | 비고 | |
---|---|---|---|
0 | 8 | 2016 | 1 |
1 | 10 | 2016 | <NA> |
2 | 18 | 2016 | <NA> |
3 | 19 | 2016 | <NA> |
4 | 26 | 2016 | <NA> |
5 | 337 | 2016 | <NA> |
6 | 338 | 2016 | <NA> |
7 | 588 | 2016 | <NA> |
8 | 589 | 2016 | <NA> |
9 | 697 | 2016 | <NA> |
품목재배 일련번호 | 년도 | 비고 | |
---|---|---|---|
868 | 15450 | 2017 | <NA> |
869 | 15475 | 2017 | <NA> |
870 | 15519 | 2017 | <NA> |
871 | 15519 | 2016 | <NA> |
872 | 15522 | 2017 | <NA> |
873 | 15522 | 2016 | <NA> |
874 | 15559 | 2017 | <NA> |
875 | 15585 | 2017 | <NA> |
876 | 15605 | 2016 | <NA> |
877 | 15605 | 2017 | <NA> |