Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 24 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.2 KiB |
Average record size in memory | 49.5 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 1 |
Dataset
Description | 수도권매립지관리공사로 반입되는 서울시 연도별 폐기물 반입량입니다. 개방항목 : 연도, 지자체명, 생활폐기물 반입량(kg), 사업장폐기물(kg), 건설폐기물 반입량(kg)의 항목을 제공합니다. * 생활소각재 분류(2010년까지 : 생활폐기물, 2011년 이후 : 사업장 배출시설계) |
---|---|
Author | 수도권매립지관리공사 |
URL | https://www.data.go.kr/data/15066518/fileData.do |
지자체명 has constant value "" | Constant |
연도 is highly overall correlated with 생활폐기물 반입량(kg) and 1 other fields | High correlation |
생활폐기물 반입량(kg) is highly overall correlated with 연도 and 1 other fields | High correlation |
건설폐기물 반입량(kg) is highly overall correlated with 연도 and 1 other fields | High correlation |
연도 has unique values | Unique |
생활폐기물 반입량(kg) has unique values | Unique |
사업장폐기물 반입량(kg) has unique values | Unique |
건설폐기물 반입량(kg) has unique values | Unique |
건설폐기물 반입량(kg) has 1 (4.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-13 00:58:43.549359 |
---|---|
Analysis finished | 2023-12-13 00:58:44.937221 |
Duration | 1.39 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2010.5 |
Minimum | 1999 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1999 |
---|---|
5-th percentile | 2000.15 |
Q1 | 2004.75 |
median | 2010.5 |
Q3 | 2016.25 |
95-th percentile | 2020.85 |
Maximum | 2022 |
Range | 23 |
Interquartile range (IQR) | 11.5 |
Descriptive statistics
Standard deviation | 7.0710678 |
---|---|
Coefficient of variation (CV) | 0.0035170693 |
Kurtosis | -1.2 |
Mean | 2010.5 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0 |
Sum | 48252 |
Variance | 50 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1999 | 1 | 4.2% |
2012 | 1 | 4.2% |
2022 | 1 | 4.2% |
2021 | 1 | 4.2% |
2020 | 1 | 4.2% |
2019 | 1 | 4.2% |
2018 | 1 | 4.2% |
2017 | 1 | 4.2% |
2016 | 1 | 4.2% |
2015 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
1999 | 1 | |
2000 | 1 | |
2001 | 1 | |
2002 | 1 | |
2003 | 1 | |
2004 | 1 | |
2005 | 1 | |
2006 | 1 | |
2007 | 1 | |
2008 | 1 |
Value | Count | Frequency (%) |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 |
지자체명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
서울특별시 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서울특별시 |
---|---|
2nd row | 서울특별시 |
3rd row | 서울특별시 |
4th row | 서울특별시 |
5th row | 서울특별시 |
Common Values
Value | Count | Frequency (%) |
서울특별시 | 24 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
서울특별시 | 24 |
생활폐기물 반입량(kg)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.1453808 × 108 |
Minimum | 2.241709 × 108 |
---|---|
Maximum | 1.8637659 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 2.241709 × 108 |
---|---|
5-th percentile | 2.4749345 × 108 |
Q1 | 3.075634 × 108 |
median | 3.5411947 × 108 |
Q3 | 9.5754064 × 108 |
95-th percentile | 1.7743708 × 109 |
Maximum | 1.8637659 × 109 |
Range | 1.639595 × 109 |
Interquartile range (IQR) | 6.4997724 × 108 |
Descriptive statistics
Standard deviation | 5.8397108 × 108 |
---|---|
Coefficient of variation (CV) | 0.81727076 |
Kurtosis | -0.56360586 |
Mean | 7.1453808 × 108 |
Median Absolute Deviation (MAD) | 1.0193282 × 108 |
Skewness | 1.0582706 |
Sum | 1.7148914 × 1010 |
Variance | 3.4102223 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1863765887 | 1 | 4.2% |
224170895 | 1 | 4.2% |
308011280 | 1 | 4.2% |
328661560 | 1 | 4.2% |
343836260 | 1 | 4.2% |
346429120 | 1 | 4.2% |
306219780 | 1 | 4.2% |
274781630 | 1 | 4.2% |
263663750 | 1 | 4.2% |
245482070 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
224170895 | 1 | |
245482070 | 1 | |
258891244 | 1 | |
263663750 | 1 | |
274781630 | 1 | |
306219780 | 1 | |
308011280 | 1 | |
315667431 | 1 | |
328661560 | 1 | |
330858070 | 1 |
Value | Count | Frequency (%) |
1863765887 | 1 | |
1789157849 | 1 | |
1690577794 | 1 | |
1684950240 | 1 | |
1541943387 | 1 | |
1346257217 | 1 | |
827968449 | 1 | |
825500431 | 1 | |
702722318 | 1 | |
550327640 | 1 |
사업장폐기물 반입량(kg)
Real number (ℝ)
UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.5099313 × 108 |
Minimum | 2.1817575 × 108 |
---|---|
Maximum | 8.3468912 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 2.1817575 × 108 |
---|---|
5-th percentile | 3.500537 × 108 |
Q1 | 4.862794 × 108 |
median | 5.7037399 × 108 |
Q3 | 6.3072283 × 108 |
95-th percentile | 7.183273 × 108 |
Maximum | 8.3468912 × 108 |
Range | 6.1651337 × 108 |
Interquartile range (IQR) | 1.4444343 × 108 |
Descriptive statistics
Standard deviation | 1.3845458 × 108 |
---|---|
Coefficient of variation (CV) | 0.25128186 |
Kurtosis | 0.41683954 |
Mean | 5.5099313 × 108 |
Median Absolute Deviation (MAD) | 76428829 |
Skewness | -0.39419846 |
Sum | 1.3223835 × 1010 |
Variance | 1.9169671 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
834689123 | 1 | 4.2% |
564165643 | 1 | 4.2% |
218175750 | 1 | 4.2% |
347951620 | 1 | 4.2% |
512399980 | 1 | 4.2% |
668020260 | 1 | 4.2% |
719360920 | 1 | 4.2% |
712470100 | 1 | 4.2% |
684144960 | 1 | 4.2% |
625070090 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
218175750 | 1 | |
347951620 | 1 | |
361965476 | 1 | |
371264849 | 1 | |
455213827 | 1 | |
465395203 | 1 | |
493240803 | 1 | |
494649510 | 1 | |
503808074 | 1 | |
512399980 | 1 |
Value | Count | Frequency (%) |
834689123 | 1 | |
719360920 | 1 | |
712470100 | 1 | |
684144960 | 1 | |
668020260 | 1 | |
637718960 | 1 | |
628390791 | 1 | |
625070090 | 1 | |
613828053 | 1 | |
608131690 | 1 |
건설폐기물 반입량(kg)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.6104044 × 108 |
Minimum | 0 |
---|---|
Maximum | 1.9947944 × 109 |
Zeros | 1 |
Zeros (%) | 4.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 3.4792442 × 108 |
Q1 | 6.872057 × 108 |
median | 9.3079535 × 108 |
Q3 | 1.2551103 × 109 |
95-th percentile | 1.8196214 × 109 |
Maximum | 1.9947944 × 109 |
Range | 1.9947944 × 109 |
Interquartile range (IQR) | 5.6790464 × 108 |
Descriptive statistics
Standard deviation | 4.8565633 × 108 |
---|---|
Coefficient of variation (CV) | 0.50534432 |
Kurtosis | -0.054941524 |
Mean | 9.6104044 × 108 |
Median Absolute Deviation (MAD) | 3.0843296 × 108 |
Skewness | 0.31818484 |
Sum | 2.3064971 × 1010 |
Variance | 2.3586207 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1082648830 | 1 | 4.2% |
764287990 | 1 | 4.2% |
0 | 1 | 4.2% |
400829410 | 1 | 4.2% |
338588240 | 1 | 4.2% |
409717330 | 1 | 4.2% |
561447770 | 1 | 4.2% |
690748940 | 1 | 4.2% |
676668030 | 1 | 4.2% |
815835060 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0 | 1 | |
338588240 | 1 | |
400829410 | 1 | |
409717330 | 1 | |
561447770 | 1 | |
676668030 | 1 | |
690718260 | 1 | |
690748940 | 1 | |
754207830 | 1 | |
764287990 | 1 |
Value | Count | Frequency (%) |
1994794380 | 1 | |
1855677180 | 1 | |
1615305160 | 1 | |
1486638430 | 1 | |
1354291520 | 1 | |
1287495030 | 1 | |
1244315440 | 1 | |
1234141180 | 1 | |
1082648830 | 1 | |
973297290 | 1 |
연도 | 생활폐기물 반입량(kg) | 사업장폐기물 반입량(kg) | 건설폐기물 반입량(kg) | |
---|---|---|---|---|
연도 | 1.000 | 0.622 | 0.516 | 0.791 |
생활폐기물 반입량(kg) | 0.622 | 1.000 | 0.392 | 0.819 |
사업장폐기물 반입량(kg) | 0.516 | 0.392 | 1.000 | 0.603 |
건설폐기물 반입량(kg) | 0.791 | 0.819 | 0.603 | 1.000 |
연도 | 생활폐기물 반입량(kg) | 사업장폐기물 반입량(kg) | 건설폐기물 반입량(kg) | |
---|---|---|---|---|
연도 | 1.000 | -0.819 | 0.185 | -0.943 |
생활폐기물 반입량(kg) | -0.819 | 1.000 | -0.365 | 0.762 |
사업장폐기물 반입량(kg) | 0.185 | -0.365 | 1.000 | -0.307 |
건설폐기물 반입량(kg) | -0.943 | 0.762 | -0.307 | 1.000 |
연도 | 지자체명 | 생활폐기물 반입량(kg) | 사업장폐기물 반입량(kg) | 건설폐기물 반입량(kg) | |
---|---|---|---|---|---|
0 | 1999 | 서울특별시 | 1863765887 | 834689123 | 1082648830 |
1 | 2000 | 서울특별시 | 1789157849 | 548433401 | 1354291520 |
2 | 2001 | 서울특별시 | 1690577794 | 361965476 | 1615305160 |
3 | 2002 | 서울특별시 | 1684950240 | 494649510 | 1994794380 |
4 | 2003 | 서울특별시 | 1541943387 | 493240803 | 1855677180 |
5 | 2004 | 서울특별시 | 1346257217 | 465395203 | 1486638430 |
6 | 2005 | 서울특별시 | 825500431 | 371264849 | 1244315440 |
7 | 2006 | 서울특별시 | 827968449 | 455213827 | 1287495030 |
8 | 2007 | 서울특별시 | 702722318 | 503808074 | 1234141180 |
9 | 2008 | 서울특별시 | 550327640 | 576582328 | 973297290 |
연도 | 지자체명 | 생활폐기물 반입량(kg) | 사업장폐기물 반입량(kg) | 건설폐기물 반입량(kg) | |
---|---|---|---|---|---|
14 | 2013 | 서울특별시 | 258891244 | 637718960 | 754207830 |
15 | 2014 | 서울특별시 | 315667431 | 608131690 | 690718260 |
16 | 2015 | 서울특별시 | 245482070 | 625070090 | 815835060 |
17 | 2016 | 서울특별시 | 263663750 | 684144960 | 676668030 |
18 | 2017 | 서울특별시 | 274781630 | 712470100 | 690748940 |
19 | 2018 | 서울특별시 | 306219780 | 719360920 | 561447770 |
20 | 2019 | 서울특별시 | 346429120 | 668020260 | 409717330 |
21 | 2020 | 서울특별시 | 343836260 | 512399980 | 338588240 |
22 | 2021 | 서울특별시 | 328661560 | 347951620 | 400829410 |
23 | 2022 | 서울특별시 | 308011280 | 218175750 | 0 |