Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 679 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 47.9 KiB |
Average record size in memory | 72.2 B |
Variable types
Categorical | 1 |
---|---|
Numeric | 7 |
Dataset
Description | 공공부문 온실가스 현황입니다. 행정동, 기준배출량, 온실가스배출량, 외부감축사업감축량, 탄소포인트감축량, 온실가스감축량, 온실가스감축률 정보를 제공합니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=116 |
기준배출량 is highly overall correlated with 온실가스배출량 and 2 other fields | High correlation |
온실가스배출량 is highly overall correlated with 기준배출량 and 2 other fields | High correlation |
탄소포인트감축량 is highly overall correlated with 기준배출량 and 2 other fields | High correlation |
온실가스감축량 is highly overall correlated with 기준배출량 and 3 other fields | High correlation |
온실가스감축률 is highly overall correlated with 온실가스감축량 | High correlation |
외부감축사업감축량 has 333 (49.0%) zeros | Zeros |
탄소포인트감축량 has 68 (10.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-01-09 21:12:48.696828 |
---|---|
Analysis finished | 2024-01-09 21:12:54.122516 |
Duration | 5.43 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준연도
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.4 KiB |
2020 | |
---|---|
2018 | |
2019 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2018 |
---|---|
2nd row | 2018 |
3rd row | 2018 |
4th row | 2018 |
5th row | 2018 |
Common Values
Value | Count | Frequency (%) |
2020 | 227 | |
2018 | 226 | |
2019 | 226 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020 | 227 | |
2018 | 226 | |
2019 | 226 |
행정동코드
Real number (ℝ)
Distinct | 227 |
---|---|
Distinct (%) | 33.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.7559429 × 109 |
Minimum | 1.111 × 109 |
---|---|
Maximum | 4.889 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.1 KiB |
Quantile statistics
Minimum | 1.111 × 109 |
---|---|
5-th percentile | 1.138 × 109 |
Q1 | 2.826 × 109 |
median | 4.272 × 109 |
Q3 | 4.672 × 109 |
95-th percentile | 4.831 × 109 |
Maximum | 4.889 × 109 |
Range | 3.778 × 109 |
Interquartile range (IQR) | 1.846 × 109 |
Descriptive statistics
Standard deviation | 1.168419 × 109 |
---|---|
Coefficient of variation (CV) | 0.3110854 |
Kurtosis | 0.080781434 |
Mean | 3.7559429 × 109 |
Median Absolute Deviation (MAD) | 4.43 × 108 |
Skewness | -1.140777 |
Sum | 2.5502852 × 1012 |
Variance | 1.3652029 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4873000000 | 3 | 0.4% |
4872000000 | 3 | 0.4% |
4874000000 | 3 | 0.4% |
4812000000 | 3 | 0.4% |
4822000000 | 3 | 0.4% |
1141000000 | 3 | 0.4% |
1171000000 | 3 | 0.4% |
1117000000 | 3 | 0.4% |
1126000000 | 3 | 0.4% |
3120000000 | 3 | 0.4% |
Other values (217) | 649 |
Value | Count | Frequency (%) |
1111000000 | 3 | |
1114000000 | 3 | |
1117000000 | 3 | |
1120000000 | 3 | |
1121500000 | 3 | |
1123000000 | 3 | |
1126000000 | 3 | |
1129000000 | 3 | |
1130500000 | 3 | |
1132000000 | 3 |
Value | Count | Frequency (%) |
4889000000 | 3 | |
4888000000 | 3 | |
4887000000 | 3 | |
4886000000 | 3 | |
4885000000 | 3 | |
4884000000 | 3 | |
4882000000 | 3 | |
4874000000 | 3 | |
4873000000 | 3 | |
4872000000 | 3 |
기준배출량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 564 |
---|---|
Distinct (%) | 83.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6082.9411 |
Minimum | 1000 |
---|---|
Maximum | 27193 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.1 KiB |
Quantile statistics
Minimum | 1000 |
---|---|
5-th percentile | 1825.7 |
Q1 | 3452 |
median | 5074 |
Q3 | 7403.5 |
95-th percentile | 14255.2 |
Maximum | 27193 |
Range | 26193 |
Interquartile range (IQR) | 3951.5 |
Descriptive statistics
Standard deviation | 4049.3807 |
---|---|
Coefficient of variation (CV) | 0.66569455 |
Kurtosis | 4.917666 |
Mean | 6082.9411 |
Median Absolute Deviation (MAD) | 1810 |
Skewness | 1.9490749 |
Sum | 4130317 |
Variance | 16397484 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2867 | 3 | 0.4% |
2363 | 3 | 0.4% |
7189 | 3 | 0.4% |
1704 | 3 | 0.4% |
6013 | 3 | 0.4% |
7778 | 3 | 0.4% |
1923 | 3 | 0.4% |
3747 | 3 | 0.4% |
3516 | 3 | 0.4% |
1699 | 3 | 0.4% |
Other values (554) | 649 |
Value | Count | Frequency (%) |
1000 | 1 | 0.1% |
1199 | 1 | 0.1% |
1383 | 1 | 0.1% |
1407 | 1 | 0.1% |
1412 | 1 | 0.1% |
1430 | 1 | 0.1% |
1437 | 1 | 0.1% |
1447 | 3 | |
1490 | 3 | |
1515 | 1 | 0.1% |
Value | Count | Frequency (%) |
27193 | 1 | |
26644 | 1 | |
26628 | 1 | |
22371 | 1 | |
22138 | 2 | |
21779 | 1 | |
19953 | 1 | |
19672 | 2 | |
18831 | 1 | |
18618 | 1 |
온실가스배출량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 649 |
---|---|
Distinct (%) | 95.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4995.4654 |
Minimum | 929 |
---|---|
Maximum | 20149 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.1 KiB |
Quantile statistics
Minimum | 929 |
---|---|
5-th percentile | 1591.6 |
Q1 | 2805.5 |
median | 4259 |
Q3 | 6001 |
95-th percentile | 12286.3 |
Maximum | 20149 |
Range | 19220 |
Interquartile range (IQR) | 3195.5 |
Descriptive statistics
Standard deviation | 3166.7742 |
---|---|
Coefficient of variation (CV) | 0.63392977 |
Kurtosis | 3.8216193 |
Mean | 4995.4654 |
Median Absolute Deviation (MAD) | 1579 |
Skewness | 1.7606478 |
Sum | 3391921 |
Variance | 10028459 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5417 | 2 | 0.3% |
1651 | 2 | 0.3% |
6477 | 2 | 0.3% |
3956 | 2 | 0.3% |
4259 | 2 | 0.3% |
2589 | 2 | 0.3% |
6277 | 2 | 0.3% |
2420 | 2 | 0.3% |
4804 | 2 | 0.3% |
3854 | 2 | 0.3% |
Other values (639) | 659 |
Value | Count | Frequency (%) |
929 | 1 | |
1054 | 1 | |
1079 | 1 | |
1084 | 1 | |
1094 | 1 | |
1117 | 1 | |
1141 | 1 | |
1145 | 1 | |
1158 | 1 | |
1190 | 1 |
Value | Count | Frequency (%) |
20149 | 1 | |
19466 | 1 | |
19383 | 1 | |
18564 | 1 | |
17808 | 1 | |
16919 | 1 | |
16613 | 1 | |
15764 | 1 | |
15499 | 1 | |
15005 | 1 |
외부감축사업감축량
Real number (ℝ)
ZEROS
 
Distinct | 263 |
---|---|
Distinct (%) | 38.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 160.94551 |
Minimum | 0 |
---|---|
Maximum | 1861 |
Zeros | 333 |
Zeros (%) | 49.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 8 |
Q3 | 223.5 |
95-th percentile | 717 |
Maximum | 1861 |
Range | 1861 |
Interquartile range (IQR) | 223.5 |
Descriptive statistics
Standard deviation | 276.24277 |
---|---|
Coefficient of variation (CV) | 1.7163745 |
Kurtosis | 10.013706 |
Mean | 160.94551 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 2.7715926 |
Sum | 109282 |
Variance | 76310.069 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 333 | |
68 | 5 | 0.7% |
204 | 4 | 0.6% |
214 | 3 | 0.4% |
192 | 3 | 0.4% |
200 | 3 | 0.4% |
278 | 3 | 0.4% |
662 | 3 | 0.4% |
56 | 3 | 0.4% |
353 | 3 | 0.4% |
Other values (253) | 316 |
Value | Count | Frequency (%) |
0 | 333 | |
4 | 2 | 0.3% |
6 | 1 | 0.1% |
7 | 1 | 0.1% |
8 | 3 | 0.4% |
9 | 2 | 0.3% |
10 | 2 | 0.3% |
11 | 1 | 0.1% |
12 | 2 | 0.3% |
13 | 2 | 0.3% |
Value | Count | Frequency (%) |
1861 | 1 | |
1856 | 1 | |
1845 | 1 | |
1671 | 1 | |
1592 | 1 | |
1549 | 1 | |
1186 | 1 | |
1166 | 1 | |
1097 | 1 | |
1085 | 1 |
탄소포인트감축량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 420 |
---|---|
Distinct (%) | 61.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 432.3623 |
Minimum | 0 |
---|---|
Maximum | 2719 |
Zeros | 68 |
Zeros (%) | 10.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 6.1 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 184.5 |
median | 337 |
Q3 | 540.5 |
95-th percentile | 1166.3 |
Maximum | 2719 |
Range | 2719 |
Interquartile range (IQR) | 356 |
Descriptive statistics
Standard deviation | 405.52567 |
---|---|
Coefficient of variation (CV) | 0.93793024 |
Kurtosis | 6.9787371 |
Mean | 432.3623 |
Median Absolute Deviation (MAD) | 172 |
Skewness | 2.2346562 |
Sum | 293574 |
Variance | 164451.07 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 68 | 10.0% |
280 | 7 | 1.0% |
257 | 6 | 0.9% |
169 | 5 | 0.7% |
244 | 5 | 0.7% |
601 | 5 | 0.7% |
442 | 5 | 0.7% |
328 | 4 | 0.6% |
200 | 4 | 0.6% |
413 | 4 | 0.6% |
Other values (410) | 566 |
Value | Count | Frequency (%) |
0 | 68 | |
17 | 1 | 0.1% |
18 | 1 | 0.1% |
20 | 1 | 0.1% |
21 | 1 | 0.1% |
23 | 1 | 0.1% |
24 | 1 | 0.1% |
27 | 1 | 0.1% |
28 | 1 | 0.1% |
32 | 1 | 0.1% |
Value | Count | Frequency (%) |
2719 | 1 | |
2664 | 1 | |
2662 | 1 | |
2213 | 2 | |
2177 | 1 | |
1995 | 1 | |
1967 | 2 | |
1883 | 1 | |
1861 | 1 | |
1856 | 1 |
온실가스감축량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 617 |
---|---|
Distinct (%) | 90.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1680.8159 |
Minimum | -869 |
---|---|
Maximum | 12371 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 9 |
Negative (%) | 1.3% |
Memory size | 6.1 KiB |
Quantile statistics
Minimum | -869 |
---|---|
5-th percentile | 230.8 |
Q1 | 718 |
median | 1235 |
Q3 | 2126 |
95-th percentile | 4607.4 |
Maximum | 12371 |
Range | 13240 |
Interquartile range (IQR) | 1408 |
Descriptive statistics
Standard deviation | 1569.3245 |
---|---|
Coefficient of variation (CV) | 0.93366826 |
Kurtosis | 8.6518095 |
Mean | 1680.8159 |
Median Absolute Deviation (MAD) | 642 |
Skewness | 2.4516561 |
Sum | 1141274 |
Variance | 2462779.3 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
814 | 3 | 0.4% |
2821 | 3 | 0.4% |
409 | 3 | 0.4% |
3299 | 2 | 0.3% |
2207 | 2 | 0.3% |
2243 | 2 | 0.3% |
843 | 2 | 0.3% |
1705 | 2 | 0.3% |
382 | 2 | 0.3% |
1276 | 2 | 0.3% |
Other values (607) | 656 |
Value | Count | Frequency (%) |
-869 | 1 | |
-685 | 1 | |
-261 | 1 | |
-99 | 1 | |
-68 | 1 | |
-57 | 1 | |
-48 | 1 | |
-37 | 1 | |
-20 | 1 | |
23 | 1 |
Value | Count | Frequency (%) |
12371 | 1 | |
10628 | 1 | |
9925 | 1 | |
8920 | 1 | |
8852 | 1 | |
8700 | 1 | |
8407 | 1 | |
7822 | 1 | |
7330 | 1 | |
7150 | 1 |
온실가스감축률
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 674 |
---|---|
Distinct (%) | 99.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 26.445177 |
Minimum | -19.849 |
---|---|
Maximum | 54.754 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 9 |
Negative (%) | 1.3% |
Memory size | 6.1 KiB |
Quantile statistics
Minimum | -19.849 |
---|---|
5-th percentile | 5.4845 |
Q1 | 18.029 |
median | 28.228 |
Q3 | 34.145 |
95-th percentile | 43.766 |
Maximum | 54.754 |
Range | 74.603 |
Interquartile range (IQR) | 16.116 |
Descriptive statistics
Standard deviation | 11.566191 |
---|---|
Coefficient of variation (CV) | 0.43736485 |
Kurtosis | -0.020774905 |
Mean | 26.445177 |
Median Absolute Deviation (MAD) | 7.597 |
Skewness | -0.3690719 |
Sum | 17956.275 |
Variance | 133.77677 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
34.021 | 2 | 0.3% |
19.508 | 2 | 0.3% |
24.233 | 2 | 0.3% |
10.884 | 2 | 0.3% |
36.699 | 2 | 0.3% |
24.475 | 1 | 0.1% |
23.837 | 1 | 0.1% |
25.965 | 1 | 0.1% |
38.582 | 1 | 0.1% |
32.212 | 1 | 0.1% |
Other values (664) | 664 |
Value | Count | Frequency (%) |
-19.849 | 1 | |
-9.24 | 1 | |
-6.118 | 1 | |
-3.119 | 1 | |
-1.659 | 1 | |
-1.358 | 1 | |
-1.274 | 1 | |
-0.886 | 1 | |
-0.463 | 1 | |
0.204 | 1 |
Value | Count | Frequency (%) |
54.754 | 1 | |
54.239 | 1 | |
52.85 | 1 | |
52.515 | 1 | |
52.148 | 1 | |
52.011 | 1 | |
49.871 | 1 | |
49.369 | 1 | |
49.305 | 1 | |
48.769 | 1 |
기준연도 | 행정동코드 | 기준배출량 | 온실가스배출량 | 외부감축사업감축량 | 탄소포인트감축량 | 온실가스감축량 | 온실가스감축률 | |
---|---|---|---|---|---|---|---|---|
기준연도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.146 | 0.000 | 0.284 | 0.450 |
행정동코드 | 0.000 | 1.000 | 0.506 | 0.516 | 0.514 | 0.403 | 0.408 | 0.168 |
기준배출량 | 0.000 | 0.506 | 1.000 | 0.945 | 0.534 | 0.966 | 0.916 | 0.044 |
온실가스배출량 | 0.000 | 0.516 | 0.945 | 1.000 | 0.579 | 0.884 | 0.878 | 0.190 |
외부감축사업감축량 | 0.146 | 0.514 | 0.534 | 0.579 | 1.000 | 0.474 | 0.674 | 0.229 |
탄소포인트감축량 | 0.000 | 0.403 | 0.966 | 0.884 | 0.474 | 1.000 | 0.918 | 0.418 |
온실가스감축량 | 0.284 | 0.408 | 0.916 | 0.878 | 0.674 | 0.918 | 1.000 | 0.686 |
온실가스감축률 | 0.450 | 0.168 | 0.044 | 0.190 | 0.229 | 0.418 | 0.686 | 1.000 |
행정동코드 | 기준배출량 | 온실가스배출량 | 외부감축사업감축량 | 탄소포인트감축량 | 온실가스감축량 | 온실가스감축률 | 기준연도 | |
---|---|---|---|---|---|---|---|---|
행정동코드 | 1.000 | 0.172 | 0.173 | 0.132 | 0.147 | 0.131 | 0.034 | 0.000 |
기준배출량 | 0.172 | 1.000 | 0.976 | 0.101 | 0.551 | 0.751 | 0.129 | 0.000 |
온실가스배출량 | 0.173 | 0.976 | 1.000 | 0.115 | 0.518 | 0.624 | -0.040 | 0.000 |
외부감축사업감축량 | 0.132 | 0.101 | 0.115 | 1.000 | 0.200 | 0.256 | 0.282 | 0.064 |
탄소포인트감축량 | 0.147 | 0.551 | 0.518 | 0.200 | 1.000 | 0.675 | 0.444 | 0.000 |
온실가스감축량 | 0.131 | 0.751 | 0.624 | 0.256 | 0.675 | 1.000 | 0.689 | 0.177 |
온실가스감축률 | 0.034 | 0.129 | -0.040 | 0.282 | 0.444 | 0.689 | 1.000 | 0.302 |
기준연도 | 0.000 | 0.000 | 0.000 | 0.064 | 0.000 | 0.177 | 0.302 | 1.000 |
기준연도 | 행정동코드 | 기준배출량 | 온실가스배출량 | 외부감축사업감축량 | 탄소포인트감축량 | 온실가스감축량 | 온실가스감축률 | |
---|---|---|---|---|---|---|---|---|
0 | 2018 | 4873000000 | 5616 | 4565 | 270 | 218 | 1539 | 27.404 |
1 | 2018 | 4887000000 | 4357 | 4080 | 0 | 280 | 557 | 12.784 |
2 | 2018 | 4889000000 | 4432 | 4089 | 443 | 414 | 1200 | 27.076 |
3 | 2018 | 4713000000 | 9977 | 7527 | 0 | 298 | 2748 | 27.543 |
4 | 2018 | 4783000000 | 4140 | 3778 | 15 | 0 | 377 | 9.106 |
5 | 2018 | 4719000000 | 10297 | 8726 | 1029 | 1029 | 3629 | 35.243 |
6 | 2018 | 4772000000 | 3373 | 3526 | 124 | 77 | 48 | 1.423 |
7 | 2018 | 4728000000 | 14233 | 13246 | 279 | 1178 | 2444 | 17.171 |
8 | 2018 | 4792000000 | 4392 | 3312 | 122 | 377 | 1579 | 35.952 |
9 | 2018 | 4725000000 | 9405 | 11016 | 8 | 734 | -869 | -9.24 |
기준연도 | 행정동코드 | 기준배출량 | 온실가스배출량 | 외부감축사업감축량 | 탄소포인트감축량 | 온실가스감축량 | 온실가스감축률 | |
---|---|---|---|---|---|---|---|---|
669 | 2020 | 4380000000 | 6198 | 4829 | 310 | 308 | 1987 | 32.059 |
670 | 2020 | 4372000000 | 5711 | 5094 | 571 | 473 | 1661 | 29.084 |
671 | 2020 | 4374000000 | 2063 | 1911 | 36 | 106 | 294 | 14.251 |
672 | 2020 | 4373000000 | 6333 | 4948 | 356 | 426 | 2167 | 34.218 |
673 | 2020 | 4377000000 | 3660 | 3711 | 109 | 360 | 418 | 11.421 |
674 | 2020 | 4315000000 | 3751 | 3103 | 180 | 375 | 1203 | 32.071 |
675 | 2020 | 4374500000 | 5396 | 4785 | 531 | 539 | 1681 | 31.153 |
676 | 2020 | 4375000000 | 3598 | 2680 | 0 | 359 | 1277 | 35.492 |
677 | 2020 | 4311000000 | 16815 | 13694 | 700 | 1681 | 5502 | 32.721 |
678 | 2020 | 4313000000 | 7216 | 6024 | 450 | 721 | 2363 | 32.747 |