Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 37 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.7 KiB |
Average record size in memory | 46.6 B |
Variable types
Text | 1 |
---|---|
Numeric | 3 |
Categorical | 1 |
Dataset
Description | 부산도시공사 결산내역입니다. 재무상태표(요약)과 손익계산서 내역을 표시해주며 결산내역을 통해 재무상태 정보 제공하고 있습니다. |
---|---|
URL | https://www.data.go.kr/data/15109853/fileData.do |
2021년(억) is highly overall correlated with 2020년(억) and 1 other fields | High correlation |
2020년(억) is highly overall correlated with 2021년(억) and 1 other fields | High correlation |
비고 is highly overall correlated with 2021년(억) and 1 other fields | High correlation |
과목 has unique values | Unique |
2021년(억) has 1 (2.7%) zeros | Zeros |
2020년(억) has 1 (2.7%) zeros | Zeros |
증감(억) has 2 (5.4%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 03:39:44.411672 |
---|---|
Analysis finished | 2023-12-12 03:39:46.234612 |
Duration | 1.82 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
과목
Text
UNIQUE
 
Distinct | 37 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 428.0 B |
Length
Max length | 19 |
---|---|
Median length | 15 |
Mean length | 10.783784 |
Min length | 4 |
Characters and Unicode
Total characters | 399 |
---|---|
Distinct characters | 69 |
Distinct categories | 5 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 37 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | 1.유동자산 |
---|---|
2nd row | 1.유동자산 - 당좌자산 |
3rd row | 1.유동자산 - 재고자산 |
4th row | 2. 비유동자산 |
5th row | 2. 비유동자산 - 투자자산 |
Value | Count | Frequency (%) |
18 | ||
2 | 11 | 10.9% |
비유동자산 | 5 | 5.0% |
매출원가 | 5 | 5.0% |
1.매출액 | 5 | 5.0% |
4 | 4 | 4.0% |
1.유동자산 | 3 | 3.0% |
영업이익 | 3 | 3.0% |
3 | 3 | 3.0% |
개발사업 | 2 | 2.0% |
Other values (35) | 42 |
Most occurring characters
Value | Count | Frequency (%) |
64 | 16.0% | |
. | 33 | 8.3% |
자 | 20 | 5.0% |
- | 18 | 4.5% |
산 | 15 | 3.8% |
매 | 13 | 3.3% |
업 | 13 | 3.3% |
유 | 12 | 3.0% |
익 | 12 | 3.0% |
2 | 12 | 3.0% |
Other values (59) | 187 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 251 | |
Space Separator | 64 | 16.0% |
Other Punctuation | 33 | 8.3% |
Decimal Number | 33 | 8.3% |
Dash Punctuation | 18 | 4.5% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
자 | 20 | 8.0% |
산 | 15 | 6.0% |
매 | 13 | 5.2% |
업 | 13 | 5.2% |
유 | 12 | 4.8% |
익 | 12 | 4.8% |
출 | 12 | 4.8% |
동 | 11 | 4.4% |
비 | 11 | 4.4% |
이 | 10 | 4.0% |
Other values (49) | 122 |
Decimal Number
Value | Count | Frequency (%) |
2 | 12 | |
1 | 10 | |
4 | 4 | 12.1% |
3 | 3 | 9.1% |
6 | 2 | 6.1% |
5 | 1 | 3.0% |
7 | 1 | 3.0% |
Space Separator
Value | Count | Frequency (%) |
64 |
Other Punctuation
Value | Count | Frequency (%) |
. | 33 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 18 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 251 | |
Common | 148 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
자 | 20 | 8.0% |
산 | 15 | 6.0% |
매 | 13 | 5.2% |
업 | 13 | 5.2% |
유 | 12 | 4.8% |
익 | 12 | 4.8% |
출 | 12 | 4.8% |
동 | 11 | 4.4% |
비 | 11 | 4.4% |
이 | 10 | 4.0% |
Other values (49) | 122 |
Common
Value | Count | Frequency (%) |
64 | ||
. | 33 | |
- | 18 | 12.2% |
2 | 12 | 8.1% |
1 | 10 | 6.8% |
4 | 4 | 2.7% |
3 | 3 | 2.0% |
6 | 2 | 1.4% |
5 | 1 | 0.7% |
7 | 1 | 0.7% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 251 | |
ASCII | 148 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
64 | ||
. | 33 | |
- | 18 | 12.2% |
2 | 12 | 8.1% |
1 | 10 | 6.8% |
4 | 4 | 2.7% |
3 | 3 | 2.0% |
6 | 2 | 1.4% |
5 | 1 | 0.7% |
7 | 1 | 0.7% |
Hangul
Value | Count | Frequency (%) |
자 | 20 | 8.0% |
산 | 15 | 6.0% |
매 | 13 | 5.2% |
업 | 13 | 5.2% |
유 | 12 | 4.8% |
익 | 12 | 4.8% |
출 | 12 | 4.8% |
동 | 11 | 4.4% |
비 | 11 | 4.4% |
이 | 10 | 4.0% |
Other values (49) | 122 |
2021년(억)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 35 |
---|---|
Distinct (%) | 94.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5285 |
Minimum | 0 |
---|---|
Maximum | 29614 |
Zeros | 1 |
Zeros (%) | 2.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 465.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 10.2 |
Q1 | 186 |
median | 1043 |
Q3 | 8062 |
95-th percentile | 21806.8 |
Maximum | 29614 |
Range | 29614 |
Interquartile range (IQR) | 7876 |
Descriptive statistics
Standard deviation | 7994.0323 |
---|---|
Coefficient of variation (CV) | 1.5125889 |
Kurtosis | 3.2081846 |
Mean | 5285 |
Median Absolute Deviation (MAD) | 1040 |
Skewness | 1.9172238 |
Sum | 195545 |
Variance | 63904553 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
280 | 2 | 5.4% |
29614 | 2 | 5.4% |
19855 | 1 | 2.7% |
461 | 1 | 2.7% |
42 | 1 | 2.7% |
3732 | 1 | 2.7% |
1043 | 1 | 2.7% |
2283 | 1 | 2.7% |
390 | 1 | 2.7% |
16 | 1 | 2.7% |
Other values (25) | 25 |
Value | Count | Frequency (%) |
0 | 1 | |
3 | 1 | |
12 | 1 | |
16 | 1 | |
42 | 1 | |
83 | 1 | |
94 | 1 | |
166 | 1 | |
173 | 1 | |
186 | 1 |
Value | Count | Frequency (%) |
29614 | 2 | |
19855 | 1 | |
19248 | 1 | |
13946 | 1 | |
12364 | 1 | |
10366 | 1 | |
9759 | 1 | |
8392 | 1 | |
8062 | 1 | |
6205 | 1 |
2020년(억)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 35 |
---|---|
Distinct (%) | 94.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5625.8108 |
Minimum | 0 |
---|---|
Maximum | 30863 |
Zeros | 1 |
Zeros (%) | 2.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 465.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 5.2 |
Q1 | 328 |
median | 1394 |
Q3 | 7906 |
95-th percentile | 23398.2 |
Maximum | 30863 |
Range | 30863 |
Interquartile range (IQR) | 7578 |
Descriptive statistics
Standard deviation | 8340.8807 |
---|---|
Coefficient of variation (CV) | 1.4826095 |
Kurtosis | 3.1225175 |
Mean | 5625.8108 |
Median Absolute Deviation (MAD) | 1388 |
Skewness | 1.9104942 |
Sum | 208155 |
Variance | 69570291 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
945 | 2 | 5.4% |
30863 | 2 | 5.4% |
21532 | 1 | 2.7% |
998 | 1 | 2.7% |
12 | 1 | 2.7% |
3899 | 1 | 2.7% |
762 | 1 | 2.7% |
2807 | 1 | 2.7% |
328 | 1 | 2.7% |
2 | 1 | 2.7% |
Other values (25) | 25 |
Value | Count | Frequency (%) |
0 | 1 | |
2 | 1 | |
6 | 1 | |
12 | 1 | |
17 | 1 | |
170 | 1 | |
181 | 1 | |
245 | 1 | |
260 | 1 | |
328 | 1 |
Value | Count | Frequency (%) |
30863 | 2 | |
21532 | 1 | |
19493 | 1 | |
15940 | 1 | |
12613 | 1 | |
11370 | 1 | |
9759 | 1 | |
9331 | 1 | |
7906 | 1 | |
6205 | 1 |
증감(억)
Real number (ℝ)
ZEROS
 
Distinct | 34 |
---|---|
Distinct (%) | 91.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -340.81081 |
Minimum | -1994 |
---|---|
Maximum | 693 |
Zeros | 2 |
Zeros (%) | 5.4% |
Negative | 24 |
Negative (%) | 64.9% |
Memory size | 465.0 B |
Quantile statistics
Minimum | -1994 |
---|---|
5-th percentile | -1681 |
Q1 | -591 |
median | -167 |
Q3 | 4 |
95-th percentile | 439.6 |
Maximum | 693 |
Range | 2687 |
Interquartile range (IQR) | 595 |
Descriptive statistics
Standard deviation | 616.87806 |
---|---|
Coefficient of variation (CV) | -1.8100308 |
Kurtosis | 0.83822587 |
Mean | -340.81081 |
Median Absolute Deviation (MAD) | 330 |
Skewness | -1.0238364 |
Sum | -12610 |
Variance | 380538.55 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-665 | 2 | 5.4% |
0 | 2 | 5.4% |
-1249 | 2 | 5.4% |
-1677 | 1 | 2.7% |
-537 | 1 | 2.7% |
-167 | 1 | 2.7% |
281 | 1 | 2.7% |
-524 | 1 | 2.7% |
62 | 1 | 2.7% |
14 | 1 | 2.7% |
Other values (24) | 24 |
Value | Count | Frequency (%) |
-1994 | 1 | |
-1697 | 1 | |
-1677 | 1 | |
-1249 | 2 | |
-1004 | 1 | |
-704 | 1 | |
-665 | 2 | |
-591 | 1 | |
-556 | 1 | |
-537 | 1 |
Value | Count | Frequency (%) |
693 | 1 | |
486 | 1 | |
428 | 1 | |
317 | 1 | |
281 | 1 | |
62 | 1 | |
30 | 1 | |
19 | 1 | |
14 | 1 | |
4 | 1 |
비고
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 5.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 428.0 B |
손익계산서 | |
---|---|
재무상태표 [요약] |
Length
Max length | 10 |
---|---|
Median length | 5 |
Mean length | 7.4324324 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 재무상태표 [요약] |
---|---|
2nd row | 재무상태표 [요약] |
3rd row | 재무상태표 [요약] |
4th row | 재무상태표 [요약] |
5th row | 재무상태표 [요약] |
Common Values
Value | Count | Frequency (%) |
손익계산서 | 19 | |
재무상태표 [요약] | 18 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
손익계산서 | 19 | |
재무상태표 | 18 | |
요약 | 18 |
과목 | 2021년(억) | 2020년(억) | 증감(억) | 비고 | |
---|---|---|---|---|---|
과목 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
2021년(억) | 1.000 | 1.000 | 0.975 | 0.772 | 0.543 |
2020년(억) | 1.000 | 0.975 | 1.000 | 0.748 | 0.735 |
증감(억) | 1.000 | 0.772 | 0.748 | 1.000 | 0.539 |
비고 | 1.000 | 0.543 | 0.735 | 0.539 | 1.000 |
2021년(억) | 2020년(억) | 증감(억) | 비고 | |
---|---|---|---|---|
2021년(억) | 1.000 | 0.978 | -0.349 | 0.537 |
2020년(억) | 0.978 | 1.000 | -0.469 | 0.509 |
증감(억) | -0.349 | -0.469 | 1.000 | 0.472 |
비고 | 0.537 | 0.509 | 0.472 | 1.000 |
과목 | 2021년(억) | 2020년(억) | 증감(억) | 비고 | |
---|---|---|---|---|---|
0 | 1.유동자산 | 19855 | 21532 | -1677 | 재무상태표 [요약] |
1 | 1.유동자산 - 당좌자산 | 5909 | 5592 | 317 | 재무상태표 [요약] |
2 | 1.유동자산 - 재고자산 | 13946 | 15940 | -1994 | 재무상태표 [요약] |
3 | 2. 비유동자산 | 9759 | 9331 | 428 | 재무상태표 [요약] |
4 | 2. 비유동자산 - 투자자산 | 3 | 6 | -3 | 재무상태표 [요약] |
5 | 2. 비유동자산 - 유형자산 | 8392 | 7906 | 486 | 재무상태표 [요약] |
6 | 2. 비유동자산 - 무형자산 | 12 | 17 | -5 | 재무상태표 [요약] |
7 | 2. 비유동자산 - 기타비유동자산 | 1352 | 1402 | -50 | 재무상태표 [요약] |
8 | 자산합계 | 29614 | 30863 | -1249 | 재무상태표 [요약] |
9 | 부채합계1. 유동부채 | 2304 | 1611 | 693 | 재무상태표 [요약] |
과목 | 2021년(억) | 2020년(억) | 증감(억) | 비고 | |
---|---|---|---|---|---|
27 | 2. 매출원가 - 기타사업 | 16 | 2 | 14 | 손익계산서 |
28 | 3. 매출총이익 | 461 | 998 | -537 | 손익계산서 |
29 | 3. 매출총이익 - 판매비와 관리비 | 264 | 245 | 19 | 손익계산서 |
30 | 4. 영업이익 | 197 | 753 | -556 | 손익계산서 |
31 | 4. 영업이익 - 영업외 수익 | 166 | 373 | -207 | 손익계산서 |
32 | 4. 영업이익 - 영업외 비용 | 83 | 181 | -98 | 손익계산서 |
33 | 5. 경상이익 | 280 | 945 | -665 | 손익계산서 |
34 | 6. 세전순이익 | 280 | 945 | -665 | 손익계산서 |
35 | 6. 세전순이익 - 법인세비용 | 186 | 260 | -74 | 손익계산서 |
36 | 7. 당기순이익 | 94 | 685 | -591 | 손익계산서 |