Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 6207 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 212.3 KiB |
Average record size in memory | 35.0 B |
Variable types
Numeric | 2 |
---|---|
Categorical | 2 |
Dataset
Description | 회계년도,참여예산위원코드,위원코드구분,구별 참여예산 제안사업 투표여부 |
---|---|
Author | 서울특별시 |
URL | https://data.seoul.go.kr/dataList/OA-15710/S/1/datasetView.do |
회계년도 is highly overall correlated with 구별 참여예산 제안사업 투표여부 | High correlation |
참여예산위원코드 is highly overall correlated with 위원코드구분 and 1 other fields | High correlation |
위원코드구분 is highly overall correlated with 참여예산위원코드 | High correlation |
구별 참여예산 제안사업 투표여부 is highly overall correlated with 회계년도 and 1 other fields | High correlation |
위원코드구분 is highly imbalanced (51.3%) | Imbalance |
참여예산위원코드 is highly skewed (γ1 = 24.87223492) | Skewed |
Reproduction
Analysis started | 2024-05-11 08:24:05.210010 |
---|---|
Analysis finished | 2024-05-11 08:24:06.850719 |
Duration | 1.64 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
회계년도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 13 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2018.091 |
Minimum | 2012 |
---|---|
Maximum | 2024 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 54.7 KiB |
Quantile statistics
Minimum | 2012 |
---|---|
5-th percentile | 2013 |
Q1 | 2017 |
median | 2018 |
Q3 | 2020 |
95-th percentile | 2023 |
Maximum | 2024 |
Range | 12 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 2.8189992 |
---|---|
Coefficient of variation (CV) | 0.0013968642 |
Kurtosis | -0.26771106 |
Mean | 2018.091 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.12680304 |
Sum | 12526291 |
Variance | 7.9467564 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2018 | 1230 | |
2017 | 1132 | |
2021 | 803 | |
2020 | 737 | |
2019 | 380 | 6.1% |
2015 | 361 | 5.8% |
2016 | 301 | 4.8% |
2014 | 249 | 4.0% |
2013 | 247 | 4.0% |
2012 | 235 | 3.8% |
Other values (3) | 532 |
Value | Count | Frequency (%) |
2012 | 235 | 3.8% |
2013 | 247 | 4.0% |
2014 | 249 | 4.0% |
2015 | 361 | 5.8% |
2016 | 301 | 4.8% |
2017 | 1132 | |
2018 | 1230 | |
2019 | 380 | 6.1% |
2020 | 737 | |
2021 | 803 |
Value | Count | Frequency (%) |
2024 | 205 | 3.3% |
2023 | 222 | 3.6% |
2022 | 105 | 1.7% |
2021 | 803 | |
2020 | 737 | |
2019 | 380 | 6.1% |
2018 | 1230 | |
2017 | 1132 | |
2016 | 301 | 4.8% |
2015 | 361 | 5.8% |
참여예산위원코드
Real number (ℝ)
HIGH CORRELATION
  SKEWED
 
Distinct | 2650 |
---|---|
Distinct (%) | 42.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1134.3491 |
Minimum | 0 |
---|---|
Maximum | 99999 |
Zeros | 3 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 54.7 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 39 |
Q1 | 212 |
median | 512 |
Q3 | 1099.5 |
95-th percentile | 5244.4 |
Maximum | 99999 |
Range | 99999 |
Interquartile range (IQR) | 887.5 |
Descriptive statistics
Standard deviation | 3164.6585 |
---|---|
Coefficient of variation (CV) | 2.7898453 |
Kurtosis | 766.18933 |
Mean | 1134.3491 |
Median Absolute Deviation (MAD) | 352 |
Skewness | 24.872235 |
Sum | 7040905 |
Variance | 10015064 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
63 | 8 | 0.1% |
27 | 8 | 0.1% |
48 | 8 | 0.1% |
47 | 8 | 0.1% |
46 | 8 | 0.1% |
43 | 8 | 0.1% |
42 | 8 | 0.1% |
41 | 8 | 0.1% |
40 | 8 | 0.1% |
39 | 8 | 0.1% |
Other values (2640) | 6127 |
Value | Count | Frequency (%) |
0 | 3 | < 0.1% |
1 | 8 | |
2 | 8 | |
3 | 8 | |
4 | 8 | |
5 | 8 | |
6 | 8 | |
7 | 8 | |
8 | 8 | |
9 | 8 |
Value | Count | Frequency (%) |
99999 | 2 | |
99998 | 2 | |
99997 | 1 | |
20224 | 1 | |
20223 | 1 | |
20222 | 1 | |
20221 | 1 | |
5744 | 1 | |
5743 | 1 | |
5742 | 1 |
위원코드구분
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 48.6 KiB |
<NA> | |
---|---|
1 | |
4 | 52 |
3 | 31 |
2 | 22 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 2.5157081 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
<NA> | 3136 | |
1 | 2966 | |
4 | 52 | 0.8% |
3 | 31 | 0.5% |
2 | 22 | 0.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 3136 | |
1 | 2966 | |
4 | 52 | 0.8% |
3 | 31 | 0.5% |
2 | 22 | 0.4% |
구별 참여예산 제안사업 투표여부
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 48.6 KiB |
<NA> | |
---|---|
N | |
1 | |
Y | |
214 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 2.4214596 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 2941 | |
N | 1586 | |
1 | 880 | 14.2% |
Y | 586 | 9.4% |
214 | 3.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 2941 | |
n | 1586 | |
1 | 880 | 14.7% |
y | 586 | 9.8% |
회계년도 | 참여예산위원코드 | 위원코드구분 | 구별 참여예산 제안사업 투표여부 | |
---|---|---|---|---|
회계년도 | 1.000 | 0.181 | 0.371 | 0.810 |
참여예산위원코드 | 0.181 | 1.000 | NaN | NaN |
위원코드구분 | 0.371 | NaN | 1.000 | 0.511 |
구별 참여예산 제안사업 투표여부 | 0.810 | NaN | 0.511 | 1.000 |
구별 참여예산 제안사업 투표여부 | 위원코드구분 | |
---|---|---|
구별 참여예산 제안사업 투표여부 | 1.000 | 0.219 |
위원코드구분 | 0.219 | 1.000 |
회계년도 | 참여예산위원코드 | 위원코드구분 | 구별 참여예산 제안사업 투표여부 | |
---|---|---|---|---|
회계년도 | 1.000 | -0.292 | 0.174 | 0.619 |
참여예산위원코드 | -0.292 | 1.000 | 1.000 | 1.000 |
위원코드구분 | 0.174 | 1.000 | 1.000 | 0.219 |
구별 참여예산 제안사업 투표여부 | 0.619 | 1.000 | 0.219 | 1.000 |
회계년도 | 참여예산위원코드 | 위원코드구분 | 구별 참여예산 제안사업 투표여부 | |
---|---|---|---|---|
0 | 2024 | 419 | 1 | <NA> |
1 | 2024 | 418 | 1 | <NA> |
2 | 2024 | 417 | 1 | <NA> |
3 | 2024 | 416 | 1 | <NA> |
4 | 2024 | 415 | 1 | <NA> |
5 | 2024 | 414 | 1 | <NA> |
6 | 2024 | 413 | 1 | <NA> |
7 | 2024 | 412 | 1 | <NA> |
8 | 2024 | 411 | 1 | <NA> |
9 | 2024 | 410 | 1 | <NA> |
회계년도 | 참여예산위원코드 | 위원코드구분 | 구별 참여예산 제안사업 투표여부 | |
---|---|---|---|---|
6197 | 2012 | 10 | <NA> | N |
6198 | 2012 | 9 | <NA> | N |
6199 | 2012 | 8 | <NA> | N |
6200 | 2012 | 7 | <NA> | N |
6201 | 2012 | 6 | 1 | 1 |
6202 | 2012 | 5 | 1 | 1 |
6203 | 2012 | 4 | 1 | 1 |
6204 | 2012 | 3 | 1 | 1 |
6205 | 2012 | 2 | 1 | 1 |
6206 | 2012 | 1 | 1 | 1 |