Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 916 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 37 |
Duplicate rows (%) | 4.0% |
Total size in memory | 47.5 KiB |
Average record size in memory | 53.1 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 1 |
Dataset
Description | 국유림경영정보 경영분석 정보 입니다.- 총괄보고실적연도, 총괄보고구분명, 총괄보고경영계획구수, 총괄보고사업면적, 총괄보고사업투자금액, 총괄보고사업수입금액 |
---|---|
Author | 산림청 |
URL | https://www.data.go.kr/data/15120485/fileData.do |
Dataset has 37 (4.0%) duplicate rows | Duplicates |
총괄보고경영계획구수 is highly overall correlated with 총괄보고사업면적 | High correlation |
총괄보고사업면적 is highly overall correlated with 총괄보고경영계획구수 and 3 other fields | High correlation |
총괄보고사업투자금액 is highly overall correlated with 총괄보고사업면적 and 1 other fields | High correlation |
총괄보고사업수입금액 is highly overall correlated with 총괄보고사업면적 and 1 other fields | High correlation |
총괄보고구분명 is highly overall correlated with 총괄보고사업면적 | High correlation |
총괄보고경영계획구수 has 485 (52.9%) zeros | Zeros |
총괄보고사업면적 has 490 (53.5%) zeros | Zeros |
총괄보고사업투자금액 has 696 (76.0%) zeros | Zeros |
총괄보고사업수입금액 has 699 (76.3%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 19:50:11.490588 |
---|---|
Analysis finished | 2023-12-12 19:50:15.612667 |
Duration | 4.12 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
총괄보고실적연도
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 1.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2009.8734 |
Minimum | 2006 |
---|---|
Maximum | 2017 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.2 KiB |
Quantile statistics
Minimum | 2006 |
---|---|
5-th percentile | 2006 |
Q1 | 2008 |
median | 2010 |
Q3 | 2012 |
95-th percentile | 2015 |
Maximum | 2017 |
Range | 11 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.7367785 |
---|---|
Coefficient of variation (CV) | 0.0013616671 |
Kurtosis | -0.52792325 |
Mean | 2009.8734 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.41258367 |
Sum | 1841044 |
Variance | 7.4899563 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2006 | 112 | |
2007 | 108 | |
2008 | 108 | |
2009 | 108 | |
2010 | 108 | |
2011 | 108 | |
2012 | 108 | |
2013 | 68 | |
2015 | 32 | 3.5% |
2014 | 28 | 3.1% |
Other values (2) | 28 | 3.1% |
Value | Count | Frequency (%) |
2006 | 112 | |
2007 | 108 | |
2008 | 108 | |
2009 | 108 | |
2010 | 108 | |
2011 | 108 | |
2012 | 108 | |
2013 | 68 | |
2014 | 28 | 3.1% |
2015 | 32 | 3.5% |
Value | Count | Frequency (%) |
2017 | 12 | 1.3% |
2016 | 16 | 1.7% |
2015 | 32 | 3.5% |
2014 | 28 | 3.1% |
2013 | 68 | |
2012 | 108 | |
2011 | 108 | |
2010 | 108 | |
2009 | 108 | |
2008 | 108 |
총괄보고구분명
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.3 KiB |
지방산림청 | |
---|---|
대학연습림 | |
조림대부국유림 | |
분수국유림 |
Length
Max length | 7 |
---|---|
Median length | 5 |
Mean length | 5.5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 지방산림청 |
---|---|
2nd row | 지방산림청 |
3rd row | 지방산림청 |
4th row | 지방산림청 |
5th row | 지방산림청 |
Common Values
Value | Count | Frequency (%) |
지방산림청 | 229 | |
대학연습림 | 229 | |
조림대부국유림 | 229 | |
분수국유림 | 229 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
지방산림청 | 229 | |
대학연습림 | 229 | |
조림대부국유림 | 229 | |
분수국유림 | 229 |
총괄보고경영계획구수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 54 |
---|---|
Distinct (%) | 5.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 149.80568 |
Minimum | 0 |
---|---|
Maximum | 53736 |
Zeros | 485 |
Zeros (%) | 52.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 3 |
95-th percentile | 19 |
Maximum | 53736 |
Range | 53736 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 2329.7413 |
---|---|
Coefficient of variation (CV) | 15.551756 |
Kurtosis | 362.51418 |
Mean | 149.80568 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 18.192115 |
Sum | 137222 |
Variance | 5427694.6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 485 | |
3 | 79 | 8.6% |
2 | 74 | 8.1% |
1 | 65 | 7.1% |
5 | 48 | 5.2% |
4 | 44 | 4.8% |
6 | 15 | 1.6% |
7 | 11 | 1.2% |
8 | 8 | 0.9% |
12 | 7 | 0.8% |
Other values (44) | 80 | 8.7% |
Value | Count | Frequency (%) |
0 | 485 | |
1 | 65 | 7.1% |
2 | 74 | 8.1% |
3 | 79 | 8.6% |
4 | 44 | 4.8% |
5 | 48 | 5.2% |
6 | 15 | 1.6% |
7 | 11 | 1.2% |
8 | 8 | 0.9% |
9 | 6 | 0.7% |
Value | Count | Frequency (%) |
53736 | 1 | |
29476 | 1 | |
28240 | 1 | |
20774 | 1 | |
1100 | 1 | |
310 | 1 | |
149 | 1 | |
136 | 1 | |
91 | 1 | |
90 | 1 |
총괄보고사업면적
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 327 |
---|---|
Distinct (%) | 35.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10961.476 |
Minimum | 0 |
---|---|
Maximum | 116603 |
Zeros | 490 |
Zeros (%) | 53.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 2724 |
95-th percentile | 61206.5 |
Maximum | 116603 |
Range | 116603 |
Interquartile range (IQR) | 2724 |
Descriptive statistics
Standard deviation | 23178.153 |
---|---|
Coefficient of variation (CV) | 2.1145103 |
Kurtosis | 5.9440823 |
Mean | 10961.476 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.4458386 |
Sum | 10040712 |
Variance | 5.3722677 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 490 | |
288.0 | 9 | 1.0% |
1104.0 | 8 | 0.9% |
3513.0 | 8 | 0.9% |
50.0 | 7 | 0.8% |
122.0 | 7 | 0.8% |
2724.0 | 6 | 0.7% |
99.0 | 5 | 0.5% |
20.0 | 4 | 0.4% |
136.0 | 4 | 0.4% |
Other values (317) | 368 |
Value | Count | Frequency (%) |
0.0 | 490 | |
1.0 | 1 | 0.1% |
2.0 | 1 | 0.1% |
3.0 | 3 | 0.3% |
4.0 | 1 | 0.1% |
5.0 | 1 | 0.1% |
6.0 | 1 | 0.1% |
9.0 | 1 | 0.1% |
19.0 | 4 | 0.4% |
20.0 | 4 | 0.4% |
Value | Count | Frequency (%) |
116603.0 | 1 | |
116474.0 | 1 | |
116464.0 | 1 | |
116264.0 | 1 | |
116040.0 | 1 | |
115969.0 | 1 | |
114216.0 | 1 | |
114063.0 | 1 | |
114008.0 | 1 | |
113923.0 | 1 |
총괄보고사업투자금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 219 |
---|---|
Distinct (%) | 23.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 179422.4 |
Minimum | 0 |
---|---|
Maximum | 14200745 |
Zeros | 696 |
Zeros (%) | 76.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 11699.5 |
Maximum | 14200745 |
Range | 14200745 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 1192495.8 |
---|---|
Coefficient of variation (CV) | 6.6463043 |
Kurtosis | 66.641412 |
Mean | 179422.4 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 7.8150416 |
Sum | 1.6435092 × 108 |
Variance | 1.4220463 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 696 | |
3579 | 2 | 0.2% |
9067 | 2 | 0.2% |
2294 | 1 | 0.1% |
1743 | 1 | 0.1% |
4518 | 1 | 0.1% |
12209 | 1 | 0.1% |
6460933 | 1 | 0.1% |
3269 | 1 | 0.1% |
6067503 | 1 | 0.1% |
Other values (209) | 209 | 22.8% |
Value | Count | Frequency (%) |
0 | 696 | |
1 | 1 | 0.1% |
4 | 1 | 0.1% |
10 | 1 | 0.1% |
13 | 1 | 0.1% |
264 | 1 | 0.1% |
300 | 1 | 0.1% |
327 | 1 | 0.1% |
328 | 1 | 0.1% |
524 | 1 | 0.1% |
Value | Count | Frequency (%) |
14200745 | 1 | |
12823150 | 1 | |
12041582 | 1 | |
10378346 | 1 | |
9043005 | 1 | |
8341886 | 1 | |
8263291 | 1 | |
7871745 | 1 | |
7782903 | 1 | |
7407712 | 1 |
총괄보고사업수입금액
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 214 |
---|---|
Distinct (%) | 23.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 368810.6 |
Minimum | 0 |
---|---|
Maximum | 57919759 |
Zeros | 699 |
Zeros (%) | 76.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 20817 |
Maximum | 57919759 |
Range | 57919759 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 3267319.7 |
---|---|
Coefficient of variation (CV) | 8.859072 |
Kurtosis | 214.58815 |
Mean | 368810.6 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 13.55466 |
Sum | 3.3783051 × 108 |
Variance | 1.0675378 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 699 | |
20817 | 2 | 0.2% |
9523 | 2 | 0.2% |
1929 | 2 | 0.2% |
887 | 2 | 0.2% |
1005 | 1 | 0.1% |
1798 | 1 | 0.1% |
4472 | 1 | 0.1% |
4633 | 1 | 0.1% |
9452901 | 1 | 0.1% |
Other values (204) | 204 | 22.3% |
Value | Count | Frequency (%) |
0 | 699 | |
2 | 1 | 0.1% |
11 | 1 | 0.1% |
16 | 1 | 0.1% |
18 | 1 | 0.1% |
42 | 1 | 0.1% |
93 | 1 | 0.1% |
110 | 1 | 0.1% |
112 | 1 | 0.1% |
145 | 1 | 0.1% |
Value | Count | Frequency (%) |
57919759 | 1 | |
56941397 | 1 | |
27516656 | 1 | |
26875314 | 1 | |
17821181 | 1 | |
15195444 | 1 | |
14693699 | 1 | |
14426483 | 1 | |
12280019 | 1 | |
11613611 | 1 |
총괄보고실적연도 | 총괄보고구분명 | 총괄보고경영계획구수 | 총괄보고사업면적 | 총괄보고사업투자금액 | 총괄보고사업수입금액 | |
---|---|---|---|---|---|---|
총괄보고실적연도 | 1.000 | 0.000 | 0.172 | 0.000 | 0.018 | 0.000 |
총괄보고구분명 | 0.000 | 1.000 | 0.084 | 0.725 | 0.217 | 0.179 |
총괄보고경영계획구수 | 0.172 | 0.084 | 1.000 | 0.000 | 0.000 | 0.000 |
총괄보고사업면적 | 0.000 | 0.725 | 0.000 | 1.000 | 0.657 | 0.343 |
총괄보고사업투자금액 | 0.018 | 0.217 | 0.000 | 0.657 | 1.000 | 0.782 |
총괄보고사업수입금액 | 0.000 | 0.179 | 0.000 | 0.343 | 0.782 | 1.000 |
총괄보고실적연도 | 총괄보고경영계획구수 | 총괄보고사업면적 | 총괄보고사업투자금액 | 총괄보고사업수입금액 | 총괄보고구분명 | |
---|---|---|---|---|---|---|
총괄보고실적연도 | 1.000 | -0.195 | -0.137 | 0.021 | 0.001 | 0.000 |
총괄보고경영계획구수 | -0.195 | 1.000 | 0.846 | 0.494 | 0.489 | 0.033 |
총괄보고사업면적 | -0.137 | 0.846 | 1.000 | 0.740 | 0.741 | 0.528 |
총괄보고사업투자금액 | 0.021 | 0.494 | 0.740 | 1.000 | 0.986 | 0.131 |
총괄보고사업수입금액 | 0.001 | 0.489 | 0.741 | 0.986 | 1.000 | 0.116 |
총괄보고구분명 | 0.000 | 0.033 | 0.528 | 0.131 | 0.116 | 1.000 |
총괄보고실적연도 | 총괄보고구분명 | 총괄보고경영계획구수 | 총괄보고사업면적 | 총괄보고사업투자금액 | 총괄보고사업수입금액 | |
---|---|---|---|---|---|---|
0 | 2006 | 지방산림청 | 3 | 12529.0 | 2294 | 1005 |
1 | 2006 | 지방산림청 | 4 | 16307.0 | 1357 | 8208 |
2 | 2006 | 지방산림청 | 2 | 26013.0 | 3287 | 4247 |
3 | 2006 | 지방산림청 | 8 | 14888.0 | 2269 | 167 |
4 | 2006 | 지방산림청 | 2 | 44748.0 | 3195 | 17980 |
5 | 2006 | 지방산림청 | 2 | 60077.0 | 1914 | 4562 |
6 | 2006 | 지방산림청 | 4 | 68470.0 | 9271 | 18723 |
7 | 2006 | 지방산림청 | 2 | 54505.0 | 1801 | 10583 |
8 | 2006 | 지방산림청 | 3 | 61202.0 | 6173 | 32561 |
9 | 2006 | 지방산림청 | 3 | 55257.0 | 3579 | 20817 |
총괄보고실적연도 | 총괄보고구분명 | 총괄보고경영계획구수 | 총괄보고사업면적 | 총괄보고사업투자금액 | 총괄보고사업수입금액 | |
---|---|---|---|---|---|---|
906 | 2015 | 분수국유림 | 0 | 0.0 | 0 | 0 |
907 | 2015 | 분수국유림 | 0 | 0.0 | 0 | 0 |
908 | 2015 | 분수국유림 | 0 | 0.0 | 0 | 0 |
909 | 2016 | 분수국유림 | 0 | 0.0 | 0 | 0 |
910 | 2016 | 분수국유림 | 0 | 0.0 | 0 | 0 |
911 | 2016 | 분수국유림 | 0 | 0.0 | 0 | 0 |
912 | 2016 | 분수국유림 | 0 | 0.0 | 0 | 0 |
913 | 2017 | 분수국유림 | 0 | 0.0 | 0 | 0 |
914 | 2017 | 분수국유림 | 0 | 0.0 | 0 | 0 |
915 | 2017 | 분수국유림 | 0 | 0.0 | 0 | 0 |
Most frequently occurring
총괄보고실적연도 | 총괄보고구분명 | 총괄보고경영계획구수 | 총괄보고사업면적 | 총괄보고사업투자금액 | 총괄보고사업수입금액 | # duplicates | |
---|---|---|---|---|---|---|---|
21 | 2012 | 조림대부국유림 | 0 | 0.0 | 0 | 0 | 24 |
12 | 2010 | 대학연습림 | 0 | 0.0 | 0 | 0 | 22 |
16 | 2011 | 대학연습림 | 0 | 0.0 | 0 | 0 | 22 |
19 | 2012 | 대학연습림 | 0 | 0.0 | 0 | 0 | 22 |
0 | 2006 | 대학연습림 | 0 | 0.0 | 0 | 0 | 21 |
9 | 2009 | 대학연습림 | 0 | 0.0 | 0 | 0 | 21 |
14 | 2010 | 조림대부국유림 | 0 | 0.0 | 0 | 0 | 21 |
20 | 2012 | 분수국유림 | 0 | 0.0 | 0 | 0 | 21 |
6 | 2008 | 대학연습림 | 0 | 0.0 | 0 | 0 | 20 |
18 | 2011 | 조림대부국유림 | 0 | 0.0 | 0 | 0 | 20 |