Dataset statistics
Number of variables | 3 |
---|---|
Number of observations | 911 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 24.1 KiB |
Average record size in memory | 27.1 B |
Variable types
Numeric | 2 |
---|---|
Categorical | 1 |
Dataset
Description | 부산광역시_해운대구_재정정보공개시스템_지출내역일자합계_20191230 |
---|---|
Author | 부산광역시 해운대구 |
URL | http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15050172 |
Reproduction
Analysis started | 2023-12-10 16:13:51.498694 |
---|---|
Analysis finished | 2023-12-10 16:13:52.288796 |
Duration | 0.79 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
지급일자
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 911 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20174963 |
Minimum | 20160105 |
---|---|
Maximum | 20191105 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.1 KiB |
Quantile statistics
Minimum | 20160105 |
---|---|
5-th percentile | 20160314 |
Q1 | 20161212 |
median | 20171128 |
Q3 | 20181120 |
95-th percentile | 20190824 |
Maximum | 20191105 |
Range | 31000 |
Interquartile range (IQR) | 19907 |
Descriptive statistics
Standard deviation | 11016.962 |
---|---|
Coefficient of variation (CV) | 0.00054607099 |
Kurtosis | -1.3248638 |
Mean | 20174963 |
Median Absolute Deviation (MAD) | 9980 |
Skewness | 0.069095224 |
Sum | 1.8379391 × 1010 |
Variance | 1.2137344 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20161230 | 1 | 0.1% |
20180622 | 1 | 0.1% |
20180620 | 1 | 0.1% |
20180619 | 1 | 0.1% |
20180618 | 1 | 0.1% |
20180615 | 1 | 0.1% |
20180614 | 1 | 0.1% |
20180612 | 1 | 0.1% |
20180611 | 1 | 0.1% |
20180608 | 1 | 0.1% |
Other values (901) | 901 |
Value | Count | Frequency (%) |
20160105 | 1 | |
20160106 | 1 | |
20160107 | 1 | |
20160108 | 1 | |
20160111 | 1 | |
20160112 | 1 | |
20160113 | 1 | |
20160114 | 1 | |
20160115 | 1 | |
20160118 | 1 |
Value | Count | Frequency (%) |
20191105 | 1 | |
20191104 | 1 | |
20191101 | 1 | |
20191030 | 1 | |
20191029 | 1 | |
20191028 | 1 | |
20191025 | 1 | |
20191024 | 1 | |
20191023 | 1 | |
20191022 | 1 |
세입회계년도
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.2 KiB |
2016 | |
---|---|
2017 | |
2018 | |
2019 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2016 |
---|---|
2nd row | 2016 |
3rd row | 2016 |
4th row | 2016 |
5th row | 2016 |
Common Values
Value | Count | Frequency (%) |
2016 | 242 | |
2017 | 235 | |
2018 | 233 | |
2019 | 201 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2016 | 242 | |
2017 | 235 | |
2018 | 233 | |
2019 | 201 |
지출액
Real number (ℝ)
UNIQUE
 
Distinct | 911 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0969904 × 109 |
Minimum | -28400000 |
---|---|
Maximum | 1.9914897 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 4 |
Negative (%) | 0.4% |
Memory size | 8.1 KiB |
Quantile statistics
Minimum | -28400000 |
---|---|
5-th percentile | 1.7609294 × 108 |
Q1 | 4.2363688 × 108 |
median | 8.106848 × 108 |
Q3 | 1.7987781 × 109 |
95-th percentile | 1.0064144 × 1010 |
Maximum | 1.9914897 × 1010 |
Range | 1.9943297 × 1010 |
Interquartile range (IQR) | 1.3751412 × 109 |
Descriptive statistics
Standard deviation | 3.2332011 × 109 |
---|---|
Coefficient of variation (CV) | 1.5418292 |
Kurtosis | 5.7472848 |
Mean | 2.0969904 × 109 |
Median Absolute Deviation (MAD) | 4.9023807 × 108 |
Skewness | 2.5006101 |
Sum | 1.9103583 × 1012 |
Variance | 1.0453589 × 1019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4400755140 | 1 | 0.1% |
3470149510 | 1 | 0.1% |
12169539550 | 1 | 0.1% |
431011020 | 1 | 0.1% |
615904870 | 1 | 0.1% |
760634310 | 1 | 0.1% |
602529630 | 1 | 0.1% |
957861390 | 1 | 0.1% |
1411256120 | 1 | 0.1% |
798457880 | 1 | 0.1% |
Other values (901) | 901 |
Value | Count | Frequency (%) |
-28400000 | 1 | |
-25000000 | 1 | |
-19981370 | 1 | |
-770000 | 1 | |
120000 | 1 | |
400830 | 1 | |
12537000 | 1 | |
14140310 | 1 | |
51002380 | 1 | |
56294510 | 1 |
Value | Count | Frequency (%) |
19914896990 | 1 | |
16374501120 | 1 | |
16143853300 | 1 | |
15780405647 | 1 | |
15669200930 | 1 | |
15648333170 | 1 | |
15163848800 | 1 | |
15001804340 | 1 | |
14768668850 | 1 | |
14413660940 | 1 |
지급일자 | 세입회계년도 | 지출액 | |
---|---|---|---|
지급일자 | 1.000 | 1.000 | 0.169 |
세입회계년도 | 1.000 | 1.000 | 0.169 |
지출액 | 0.169 | 0.169 | 1.000 |
지급일자 | 지출액 | 세입회계년도 | |
---|---|---|---|
지급일자 | 1.000 | 0.080 | 1.000 |
지출액 | 0.080 | 1.000 | 0.102 |
세입회계년도 | 1.000 | 0.102 | 1.000 |
지급일자 | 세입회계년도 | 지출액 | |
---|---|---|---|
0 | 20161230 | 2016 | 4400755140 |
1 | 20161229 | 2016 | 2953440080 |
2 | 20161228 | 2016 | 2214580480 |
3 | 20161227 | 2016 | 1456042690 |
4 | 20161226 | 2016 | 768832460 |
5 | 20161223 | 2016 | 10976840810 |
6 | 20161222 | 2016 | 2928182460 |
7 | 20161221 | 2016 | 1270193590 |
8 | 20161220 | 2016 | 8994288450 |
9 | 20161219 | 2016 | 399323060 |
지급일자 | 세입회계년도 | 지출액 | |
---|---|---|---|
901 | 20190116 | 2019 | 1602907080 |
902 | 20190115 | 2019 | 80429990 |
903 | 20190114 | 2019 | 2104546080 |
904 | 20190111 | 2019 | 1175632360 |
905 | 20190110 | 2019 | 108306930 |
906 | 20190109 | 2019 | 935322210 |
907 | 20190108 | 2019 | 14140310 |
908 | 20190107 | 2019 | 3386322130 |
909 | 20190104 | 2019 | 318433020 |
910 | 20190103 | 2019 | 120000 |