Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 869.1 KiB |
Average record size in memory | 89.0 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 6 |
Dataset
Description | 울산광역시 행정동을 기준으로 100m 격자별 소방대상물 급수별 구분 현황 및 대형화재취약대상수 정보를 데이터로 제공 |
---|---|
Author | 울산광역시 |
URL | https://www.data.go.kr/data/15109132/fileData.do |
특급대상 수 is highly imbalanced (98.0%) | Imbalance |
1급대상 수 is highly imbalanced (75.7%) | Imbalance |
기타 수 is highly imbalanced (92.1%) | Imbalance |
대형화재취약대상 수 is highly imbalanced (89.2%) | Imbalance |
격자아이디 has unique values | Unique |
Reproduction
Analysis started | 2024-03-14 08:34:54.536645 |
---|---|
Analysis finished | 2024-03-14 08:34:57.528054 |
Duration | 2.99 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
격자아이디
Real number (ℝ)
UNIQUE
 
Distinct | 10000 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5780.0988 |
Minimum | 1 |
---|---|
Maximum | 11566 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 580.9 |
Q1 | 2887.75 |
median | 5784.5 |
Q3 | 8672.75 |
95-th percentile | 10998.15 |
Maximum | 11566 |
Range | 11565 |
Interquartile range (IQR) | 5785 |
Descriptive statistics
Standard deviation | 3338.7564 |
---|---|
Coefficient of variation (CV) | 0.57762964 |
Kurtosis | -1.1985773 |
Mean | 5780.0988 |
Median Absolute Deviation (MAD) | 2893.5 |
Skewness | 0.0031179803 |
Sum | 57800988 |
Variance | 11147294 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11024 | 1 | < 0.1% |
10998 | 1 | < 0.1% |
3012 | 1 | < 0.1% |
4343 | 1 | < 0.1% |
5697 | 1 | < 0.1% |
3793 | 1 | < 0.1% |
3196 | 1 | < 0.1% |
8662 | 1 | < 0.1% |
3127 | 1 | < 0.1% |
2905 | 1 | < 0.1% |
Other values (9990) | 9990 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
11566 | 1 | |
11565 | 1 | |
11564 | 1 | |
11563 | 1 | |
11562 | 1 | |
11561 | 1 | |
11560 | 1 | |
11559 | 1 | |
11558 | 1 | |
11556 | 1 |
격자좌표(X)
Real number (ℝ)
Distinct | 404 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 406621.38 |
Minimum | 382023 |
---|---|
Maximum | 423223 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 382023 |
---|---|
5-th percentile | 389923 |
Q1 | 400123 |
median | 409423 |
Q3 | 412623 |
95-th percentile | 420023 |
Maximum | 423223 |
Range | 41200 |
Interquartile range (IQR) | 12500 |
Descriptive statistics
Standard deviation | 8898.9813 |
---|---|
Coefficient of variation (CV) | 0.021885178 |
Kurtosis | -0.44403004 |
Mean | 406621.38 |
Median Absolute Deviation (MAD) | 4600 |
Skewness | -0.57827869 |
Sum | 4.0662138 × 109 |
Variance | 79191869 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
409423 | 106 | 1.1% |
409523 | 100 | 1.0% |
411923 | 95 | 0.9% |
412423 | 92 | 0.9% |
409723 | 91 | 0.9% |
411823 | 89 | 0.9% |
412323 | 87 | 0.9% |
412223 | 87 | 0.9% |
412523 | 86 | 0.9% |
409623 | 86 | 0.9% |
Other values (394) | 9081 |
Value | Count | Frequency (%) |
382023 | 2 | < 0.1% |
382123 | 2 | < 0.1% |
382223 | 10 | |
382323 | 8 | |
382423 | 7 | |
382523 | 8 | |
382623 | 8 | |
382723 | 3 | < 0.1% |
382923 | 1 | < 0.1% |
383023 | 1 | < 0.1% |
Value | Count | Frequency (%) |
423223 | 2 | < 0.1% |
423123 | 9 | |
422923 | 4 | < 0.1% |
422823 | 9 | |
422723 | 13 | |
422623 | 16 | |
422523 | 19 | |
422423 | 7 | 0.1% |
422323 | 5 | 0.1% |
422223 | 13 |
격자좌표(Y)
Real number (ℝ)
Distinct | 426 |
---|---|
Distinct (%) | 4.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 328987.6 |
Minimum | 306047 |
---|---|
Maximum | 349047 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 306047 |
---|---|
5-th percentile | 314147 |
Q1 | 324147 |
median | 329747 |
Q3 | 333747 |
95-th percentile | 341947 |
Maximum | 349047 |
Range | 43000 |
Interquartile range (IQR) | 9600 |
Descriptive statistics
Standard deviation | 8360.6051 |
---|---|
Coefficient of variation (CV) | 0.025413131 |
Kurtosis | -0.03129432 |
Mean | 328987.6 |
Median Absolute Deviation (MAD) | 4800 |
Skewness | -0.28632012 |
Sum | 3.289876 × 109 |
Variance | 69899718 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
331747 | 90 | 0.9% |
331247 | 86 | 0.9% |
330847 | 86 | 0.9% |
331347 | 85 | 0.9% |
330947 | 83 | 0.8% |
331647 | 82 | 0.8% |
331847 | 82 | 0.8% |
331547 | 81 | 0.8% |
331047 | 81 | 0.8% |
331447 | 80 | 0.8% |
Other values (416) | 9164 |
Value | Count | Frequency (%) |
306047 | 1 | < 0.1% |
306247 | 2 | < 0.1% |
306347 | 1 | < 0.1% |
306447 | 1 | < 0.1% |
306547 | 1 | < 0.1% |
306747 | 1 | < 0.1% |
306847 | 1 | < 0.1% |
307047 | 1 | < 0.1% |
307147 | 5 | |
307247 | 3 |
Value | Count | Frequency (%) |
349047 | 1 | < 0.1% |
348947 | 4 | |
348847 | 4 | |
348747 | 4 | |
348647 | 3 | |
348547 | 3 | |
348447 | 5 | |
348347 | 4 | |
348247 | 7 | |
348147 | 6 |
특급대상 수
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 19 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 9981 | |
1 | 19 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9981 | |
1 | 19 | 0.2% |
1급대상 수
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 401 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 9599 | |
1 | 401 | 4.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9599 | |
1 | 401 | 4.0% |
2급대상 수
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 0 |
4th row | 1 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 6943 | |
1 | 3057 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 6943 | |
1 | 3057 |
일반대상 수
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
0 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 0 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 7770 | |
0 | 2230 | 22.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 7770 | |
0 | 2230 | 22.3% |
기타 수
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 162 |
2 | 5 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 9833 | |
1 | 162 | 1.6% |
2 | 5 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9833 | |
1 | 162 | 1.6% |
2 | 5 | < 0.1% |
대형화재취약대상 수
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 239 |
2 | 7 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 9754 | |
1 | 239 | 2.4% |
2 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9754 | |
1 | 239 | 2.4% |
2 | 7 | 0.1% |
격자아이디 | 격자좌표(X) | 격자좌표(Y) | 특급대상 수 | 1급대상 수 | 2급대상 수 | 일반대상 수 | 기타 수 | 대형화재취약대상 수 | |
---|---|---|---|---|---|---|---|---|---|
격자아이디 | 1.000 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 |
격자좌표(X) | 0.045 | 1.000 | 0.599 | 0.037 | 0.169 | 0.298 | 0.281 | 0.346 | 0.123 |
격자좌표(Y) | 0.000 | 0.599 | 1.000 | 0.068 | 0.159 | 0.262 | 0.107 | 0.163 | 0.085 |
특급대상 수 | 0.000 | 0.037 | 0.068 | 1.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.105 |
1급대상 수 | 0.000 | 0.169 | 0.159 | 0.028 | 1.000 | 0.092 | 0.164 | 0.014 | 0.251 |
2급대상 수 | 0.000 | 0.298 | 0.262 | 0.000 | 0.092 | 1.000 | 0.679 | 0.038 | 0.057 |
일반대상 수 | 0.000 | 0.281 | 0.107 | 0.000 | 0.164 | 0.679 | 1.000 | 0.064 | 0.088 |
기타 수 | 0.017 | 0.346 | 0.163 | 0.000 | 0.014 | 0.038 | 0.064 | 1.000 | 0.013 |
대형화재취약대상 수 | 0.000 | 0.123 | 0.085 | 0.105 | 0.251 | 0.057 | 0.088 | 0.013 | 1.000 |
1급대상 수 | 2급대상 수 | 기타 수 | 특급대상 수 | 대형화재취약대상 수 | 일반대상 수 | |
---|---|---|---|---|---|---|
1급대상 수 | 1.000 | 0.059 | 0.023 | 0.018 | 0.409 | 0.105 |
2급대상 수 | 0.059 | 1.000 | 0.063 | 0.000 | 0.094 | 0.475 |
기타 수 | 0.023 | 0.063 | 1.000 | 0.000 | 0.004 | 0.106 |
특급대상 수 | 0.018 | 0.000 | 0.000 | 1.000 | 0.173 | 0.000 |
대형화재취약대상 수 | 0.409 | 0.094 | 0.004 | 0.173 | 1.000 | 0.145 |
일반대상 수 | 0.105 | 0.475 | 0.106 | 0.000 | 0.145 | 1.000 |
격자아이디 | 격자좌표(X) | 격자좌표(Y) | 특급대상 수 | 1급대상 수 | 2급대상 수 | 일반대상 수 | 기타 수 | 대형화재취약대상 수 | |
---|---|---|---|---|---|---|---|---|---|
격자아이디 | 1.000 | -0.006 | -0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 |
격자좌표(X) | -0.006 | 1.000 | -0.028 | 0.028 | 0.129 | 0.229 | 0.215 | 0.223 | 0.073 |
격자좌표(Y) | -0.004 | -0.028 | 1.000 | 0.052 | 0.122 | 0.201 | 0.082 | 0.098 | 0.050 |
특급대상 수 | 0.000 | 0.028 | 0.052 | 1.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.173 |
1급대상 수 | 0.000 | 0.129 | 0.122 | 0.018 | 1.000 | 0.059 | 0.105 | 0.023 | 0.409 |
2급대상 수 | 0.000 | 0.229 | 0.201 | 0.000 | 0.059 | 1.000 | 0.475 | 0.063 | 0.094 |
일반대상 수 | 0.000 | 0.215 | 0.082 | 0.000 | 0.105 | 0.475 | 1.000 | 0.106 | 0.145 |
기타 수 | 0.010 | 0.223 | 0.098 | 0.000 | 0.023 | 0.063 | 0.106 | 1.000 | 0.004 |
대형화재취약대상 수 | 0.000 | 0.073 | 0.050 | 0.173 | 0.409 | 0.094 | 0.145 | 0.004 | 1.000 |
격자아이디 | 격자좌표(X) | 격자좌표(Y) | 특급대상 수 | 1급대상 수 | 2급대상 수 | 일반대상 수 | 기타 수 | 대형화재취약대상 수 | |
---|---|---|---|---|---|---|---|---|---|
8587 | 11024 | 412523 | 331747 | 0 | 0 | 1 | 1 | 0 | 0 |
8446 | 9525 | 412423 | 326747 | 0 | 0 | 1 | 1 | 0 | 0 |
2362 | 7518 | 397923 | 331247 | 0 | 0 | 0 | 1 | 0 | 0 |
5356 | 8742 | 408723 | 331247 | 0 | 0 | 1 | 0 | 0 | 0 |
3231 | 9780 | 401423 | 338347 | 0 | 0 | 0 | 1 | 0 | 0 |
4160 | 2395 | 405423 | 330647 | 0 | 0 | 1 | 1 | 0 | 0 |
6382 | 9386 | 410023 | 307047 | 0 | 0 | 0 | 1 | 0 | 0 |
2686 | 7332 | 399423 | 320247 | 0 | 0 | 0 | 1 | 0 | 0 |
3158 | 8122 | 401223 | 327047 | 0 | 0 | 0 | 1 | 0 | 0 |
8272 | 6174 | 412223 | 329147 | 0 | 0 | 1 | 1 | 0 | 0 |
격자아이디 | 격자좌표(X) | 격자좌표(Y) | 특급대상 수 | 1급대상 수 | 2급대상 수 | 일반대상 수 | 기타 수 | 대형화재취약대상 수 | |
---|---|---|---|---|---|---|---|---|---|
9582 | 492 | 413723 | 332847 | 0 | 0 | 1 | 0 | 0 | 0 |
11160 | 9915 | 420323 | 326447 | 0 | 0 | 1 | 1 | 0 | 0 |
8872 | 4596 | 412823 | 333047 | 0 | 0 | 0 | 1 | 0 | 0 |
2471 | 376 | 398423 | 325047 | 0 | 0 | 0 | 1 | 0 | 0 |
3247 | 10688 | 401523 | 322647 | 0 | 0 | 0 | 1 | 0 | 0 |
8443 | 601 | 412423 | 325047 | 0 | 1 | 0 | 0 | 0 | 0 |
7151 | 7190 | 411023 | 309447 | 0 | 0 | 0 | 1 | 0 | 0 |
5493 | 1534 | 409023 | 323947 | 0 | 0 | 0 | 1 | 0 | 0 |
2935 | 8635 | 400323 | 335647 | 0 | 0 | 0 | 1 | 0 | 0 |
8348 | 10525 | 412323 | 326747 | 0 | 0 | 1 | 0 | 0 | 0 |