Dataset statistics
Number of variables | 12 |
---|---|
Number of observations | 986 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 101.2 KiB |
Average record size in memory | 105.1 B |
Variable types
Numeric | 8 |
---|---|
Categorical | 2 |
DateTime | 2 |
Dataset
Description | 2021-05-01 |
---|---|
Author | 부산시공공데이터포털 |
URL | https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901055701116000 |
instt_code has constant value "" | Constant |
last_load_dttm has constant value "" | Constant |
dong_cnt is highly overall correlated with house_cnt and 5 other fields | High correlation |
house_cnt is highly overall correlated with dong_cnt and 5 other fields | High correlation |
tot_pop_cnt is highly overall correlated with dong_cnt and 5 other fields | High correlation |
m_pop_cnt is highly overall correlated with dong_cnt and 5 other fields | High correlation |
f_pop_cnt is highly overall correlated with dong_cnt and 5 other fields | High correlation |
pop_ratio is highly overall correlated with dong_cnt and 5 other fields | High correlation |
pop_density is highly overall correlated with gugun | High correlation |
gugun is highly overall correlated with dong_cnt and 6 other fields | High correlation |
skey has unique values | Unique |
Reproduction
Analysis started | 2024-04-16 22:50:49.058520 |
---|---|
Analysis finished | 2024-04-16 22:50:56.187530 |
Duration | 7.13 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
skey
Real number (ℝ)
UNIQUE
 
Distinct | 986 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19193.5 |
Minimum | 18701 |
---|---|
Maximum | 19686 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.8 KiB |
Quantile statistics
Minimum | 18701 |
---|---|
5-th percentile | 18750.25 |
Q1 | 18947.25 |
median | 19193.5 |
Q3 | 19439.75 |
95-th percentile | 19636.75 |
Maximum | 19686 |
Range | 985 |
Interquartile range (IQR) | 492.5 |
Descriptive statistics
Standard deviation | 284.77798 |
---|---|
Coefficient of variation (CV) | 0.01483721 |
Kurtosis | -1.2 |
Mean | 19193.5 |
Median Absolute Deviation (MAD) | 246.5 |
Skewness | 0 |
Sum | 18924791 |
Variance | 81098.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
19597 | 1 | 0.1% |
19044 | 1 | 0.1% |
19046 | 1 | 0.1% |
19047 | 1 | 0.1% |
19048 | 1 | 0.1% |
19049 | 1 | 0.1% |
19050 | 1 | 0.1% |
19051 | 1 | 0.1% |
19052 | 1 | 0.1% |
19053 | 1 | 0.1% |
Other values (976) | 976 |
Value | Count | Frequency (%) |
18701 | 1 | |
18702 | 1 | |
18703 | 1 | |
18704 | 1 | |
18705 | 1 | |
18706 | 1 | |
18707 | 1 | |
18708 | 1 | |
18709 | 1 | |
18710 | 1 |
Value | Count | Frequency (%) |
19686 | 1 | |
19685 | 1 | |
19684 | 1 | |
19683 | 1 | |
19682 | 1 | |
19681 | 1 | |
19680 | 1 | |
19679 | 1 | |
19678 | 1 | |
19677 | 1 |
gugun
Categorical
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.8 KiB |
부산광역시 강서구 | 58 |
---|---|
부산광역시 연제구 | 58 |
부산광역시 수영구 | 58 |
부산광역시 사상구 | 58 |
부산광역시 기장군 | 58 |
Other values (12) |
Length
Max length | 10 |
---|---|
Median length | 9 |
Mean length | 8.5882353 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 부산광역시 강서구 |
---|---|
2nd row | 부산광역시 연제구 |
3rd row | 부산광역시 수영구 |
4th row | 부산광역시 사상구 |
5th row | 부산광역시 기장군 |
Common Values
Value | Count | Frequency (%) |
부산광역시 강서구 | 58 | 5.9% |
부산광역시 연제구 | 58 | 5.9% |
부산광역시 수영구 | 58 | 5.9% |
부산광역시 사상구 | 58 | 5.9% |
부산광역시 기장군 | 58 | 5.9% |
부산광역시 | 58 | 5.9% |
부산광역시 중구 | 58 | 5.9% |
부산광역시 서구 | 58 | 5.9% |
부산광역시 동구 | 58 | 5.9% |
부산광역시 영도구 | 58 | 5.9% |
Other values (7) | 406 |
Length
Value | Count | Frequency (%) |
부산광역시 | 986 | |
영도구 | 58 | 3.0% |
사하구 | 58 | 3.0% |
해운대구 | 58 | 3.0% |
북구 | 58 | 3.0% |
남구 | 58 | 3.0% |
동래구 | 58 | 3.0% |
부산진구 | 58 | 3.0% |
동구 | 58 | 3.0% |
강서구 | 58 | 3.0% |
Other values (7) | 406 |
rate_year
Date
Distinct | 35 |
---|---|
Distinct (%) | 3.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.8 KiB |
Minimum | 2007-01-01 00:00:00 |
---|---|
Maximum | 2020-11-01 00:00:00 |
dong_cnt
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 24 |
---|---|
Distinct (%) | 2.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.326572 |
Minimum | 5 |
---|---|
Maximum | 223 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.8 KiB |
Quantile statistics
Minimum | 5 |
---|---|
5-th percentile | 5 |
Q1 | 11 |
median | 13 |
Q3 | 17 |
95-th percentile | 205 |
Maximum | 223 |
Range | 218 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 45.806621 |
---|---|
Coefficient of variation (CV) | 1.8829871 |
Kurtosis | 11.942451 |
Mean | 24.326572 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 3.712766 |
Sum | 23986 |
Variance | 2098.2465 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13 | 170 | |
12 | 163 | |
17 | 99 | |
16 | 69 | |
18 | 59 | 6.0% |
10 | 58 | 5.9% |
5 | 58 | 5.9% |
9 | 58 | 5.9% |
11 | 58 | 5.9% |
20 | 49 | 5.0% |
Other values (14) | 145 |
Value | Count | Frequency (%) |
5 | 58 | 5.9% |
7 | 23 | 2.3% |
8 | 35 | 3.5% |
9 | 58 | 5.9% |
10 | 58 | 5.9% |
11 | 58 | 5.9% |
12 | 163 | |
13 | 170 | |
14 | 14 | 1.4% |
16 | 69 |
Value | Count | Frequency (%) |
223 | 1 | 0.1% |
217 | 1 | 0.1% |
215 | 2 | 0.2% |
214 | 2 | 0.2% |
210 | 2 | 0.2% |
206 | 25 | |
205 | 25 | |
25 | 6 | 0.6% |
23 | 2 | 0.2% |
21 | 1 | 0.1% |
house_cnt
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 953 |
---|---|
Distinct (%) | 96.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 172471.82 |
Minimum | 21595 |
---|---|
Maximum | 1527721 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.8 KiB |
Quantile statistics
Minimum | 21595 |
---|---|
5-th percentile | 23318 |
Q1 | 55000 |
median | 96810 |
Q3 | 120650.75 |
95-th percentile | 1433775.5 |
Maximum | 1527721 |
Range | 1506126 |
Interquartile range (IQR) | 65650.75 |
Descriptive statistics
Standard deviation | 326285.26 |
---|---|
Coefficient of variation (CV) | 1.8918178 |
Kurtosis | 11.751401 |
Mean | 172471.82 |
Median Absolute Deviation (MAD) | 40893 |
Skewness | 3.6660542 |
Sum | 1.7005721 × 108 |
Variance | 1.0646207 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
23284 | 3 | 0.3% |
79788 | 2 | 0.2% |
120249 | 2 | 0.2% |
137679 | 2 | 0.2% |
43413 | 2 | 0.2% |
1467555 | 2 | 0.2% |
165314 | 2 | 0.2% |
113755 | 2 | 0.2% |
96667 | 2 | 0.2% |
23017 | 2 | 0.2% |
Other values (943) | 965 |
Value | Count | Frequency (%) |
21595 | 1 | |
21605 | 1 | |
21920 | 1 | |
22064 | 1 | |
22132 | 1 | |
22953 | 1 | |
22975 | 1 | |
23001 | 1 | |
23006 | 1 | |
23017 | 2 |
Value | Count | Frequency (%) |
1527721 | 1 | |
1524888 | 1 | |
1523122 | 1 | |
1520321 | 1 | |
1517200 | 1 | |
1513956 | 1 | |
1511199 | 1 | |
1507504 | 1 | |
1505897 | 1 | |
1502333 | 1 |
tot_pop_cnt
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 968 |
---|---|
Distinct (%) | 98.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 412804.67 |
Minimum | 43571 |
---|---|
Maximum | 3615101 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.8 KiB |
Quantile statistics
Minimum | 43571 |
---|---|
5-th percentile | 47662 |
Q1 | 125929.25 |
median | 230958 |
Q3 | 309136.25 |
95-th percentile | 3460919.5 |
Maximum | 3615101 |
Range | 3571530 |
Interquartile range (IQR) | 183207 |
Descriptive statistics
Standard deviation | 781071.28 |
---|---|
Coefficient of variation (CV) | 1.8921086 |
Kurtosis | 11.642685 |
Mean | 412804.67 |
Median Absolute Deviation (MAD) | 97065.5 |
Skewness | 3.6502851 |
Sum | 4.0702541 × 108 |
Variance | 6.1007235 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
123079 | 2 | 0.2% |
338112 | 2 | 0.2% |
125347 | 2 | 0.2% |
374504 | 2 | 0.2% |
90856 | 2 | 0.2% |
271967 | 2 | 0.2% |
111945 | 2 | 0.2% |
46066 | 2 | 0.2% |
163920 | 2 | 0.2% |
234624 | 2 | 0.2% |
Other values (958) | 966 |
Value | Count | Frequency (%) |
43571 | 1 | |
43644 | 1 | |
43648 | 1 | |
43691 | 1 | |
43721 | 1 | |
43722 | 1 | |
43835 | 1 | |
43931 | 1 | |
44031 | 1 | |
44072 | 1 |
Value | Count | Frequency (%) |
3615101 | 1 | |
3600381 | 1 | |
3596063 | 1 | |
3586079 | 1 | |
3574340 | 1 | |
3573533 | 1 | |
3563578 | 1 | |
3559780 | 1 | |
3557716 | 1 | |
3546887 | 1 |
m_pop_cnt
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 963 |
---|---|
Distinct (%) | 97.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 203586.74 |
Minimum | 21609 |
---|---|
Maximum | 1801832 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.8 KiB |
Quantile statistics
Minimum | 21609 |
---|---|
5-th percentile | 23685.75 |
Q1 | 65370.5 |
median | 116509.5 |
Q3 | 153521.75 |
95-th percentile | 1699861.5 |
Maximum | 1801832 |
Range | 1780223 |
Interquartile range (IQR) | 88151.25 |
Descriptive statistics
Standard deviation | 385155.8 |
---|---|
Coefficient of variation (CV) | 1.8918511 |
Kurtosis | 11.662922 |
Mean | 203586.74 |
Median Absolute Deviation (MAD) | 46618 |
Skewness | 3.6535496 |
Sum | 2.0073653 × 108 |
Variance | 1.4834499 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
84444 | 2 | 0.2% |
137236 | 2 | 0.2% |
55081 | 2 | 0.2% |
202206 | 2 | 0.2% |
1736878 | 2 | 0.2% |
139826 | 2 | 0.2% |
151255 | 2 | 0.2% |
22843 | 2 | 0.2% |
81662 | 2 | 0.2% |
133173 | 2 | 0.2% |
Other values (953) | 966 |
Value | Count | Frequency (%) |
21609 | 1 | |
21652 | 1 | |
21660 | 1 | |
21663 | 1 | |
21688 | 1 | |
21702 | 1 | |
21755 | 1 | |
21791 | 1 | |
21839 | 1 | |
21899 | 1 |
Value | Count | Frequency (%) |
1801832 | 1 | |
1791455 | 1 | |
1791273 | 1 | |
1783378 | 1 | |
1778834 | 1 | |
1774993 | 1 | |
1767963 | 1 | |
1762869 | 1 | |
1761594 | 1 | |
1752465 | 1 |
f_pop_cnt
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 964 |
---|---|
Distinct (%) | 97.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 209217.93 |
Minimum | 21962 |
---|---|
Maximum | 1813269 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.8 KiB |
Quantile statistics
Minimum | 21962 |
---|---|
5-th percentile | 23976.25 |
Q1 | 62342.25 |
median | 113670.5 |
Q3 | 155514.75 |
95-th percentile | 1761058 |
Maximum | 1813269 |
Range | 1791307 |
Interquartile range (IQR) | 93172.5 |
Descriptive statistics
Standard deviation | 395934.49 |
---|---|
Coefficient of variation (CV) | 1.8924501 |
Kurtosis | 11.623685 |
Mean | 209217.93 |
Median Absolute Deviation (MAD) | 49636 |
Skewness | 3.6469772 |
Sum | 2.0628888 × 108 |
Variance | 1.5676412 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
57547 | 3 | 0.3% |
95155 | 2 | 0.2% |
46070 | 2 | 0.2% |
168980 | 2 | 0.2% |
115316 | 2 | 0.2% |
44957 | 2 | 0.2% |
142073 | 2 | 0.2% |
82258 | 2 | 0.2% |
153790 | 2 | 0.2% |
23223 | 2 | 0.2% |
Other values (954) | 965 |
Value | Count | Frequency (%) |
21962 | 1 | |
21984 | 1 | |
21996 | 1 | |
22020 | 1 | |
22028 | 1 | |
22033 | 1 | |
22080 | 1 | |
22140 | 1 | |
22168 | 1 | |
22192 | 1 |
Value | Count | Frequency (%) |
1813269 | 1 | |
1808926 | 1 | |
1804790 | 1 | |
1802701 | 1 | |
1798540 | 1 | |
1798186 | 1 | |
1795615 | 1 | |
1795506 | 1 | |
1794847 | 1 | |
1794422 | 1 |
pop_ratio
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 178 |
---|---|
Distinct (%) | 18.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.766815 |
Minimum | 1.2 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.8 KiB |
Quantile statistics
Minimum | 1.2 |
---|---|
5-th percentile | 1.3125 |
Q1 | 3.6 |
median | 6.6 |
Q3 | 8.7 |
95-th percentile | 100 |
Maximum | 100 |
Range | 98.8 |
Interquartile range (IQR) | 5.1 |
Descriptive statistics
Standard deviation | 22.25722 |
---|---|
Coefficient of variation (CV) | 1.8915246 |
Kurtosis | 11.632123 |
Mean | 11.766815 |
Median Absolute Deviation (MAD) | 2.8 |
Skewness | 3.6493573 |
Sum | 11602.08 |
Variance | 495.38386 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
100.0 | 58 | 5.9% |
3.2 | 49 | 5.0% |
1.3 | 49 | 5.0% |
5.1 | 39 | 4.0% |
2.6 | 38 | 3.9% |
11.9 | 36 | 3.7% |
3.5 | 28 | 2.8% |
5.9 | 27 | 2.7% |
7.7 | 27 | 2.7% |
7.9 | 25 | 2.5% |
Other values (168) | 610 |
Value | Count | Frequency (%) |
1.2 | 1 | 0.1% |
1.3 | 49 | |
1.35 | 1 | 0.1% |
1.36 | 1 | 0.1% |
1.38 | 1 | 0.1% |
1.39 | 1 | 0.1% |
1.4 | 2 | 0.2% |
1.41 | 2 | 0.2% |
1.52 | 1 | 0.1% |
1.55 | 1 | 0.1% |
Value | Count | Frequency (%) |
100.0 | 58 | |
12.08 | 1 | 0.1% |
12.04 | 1 | 0.1% |
12.02 | 1 | 0.1% |
12.0 | 4 | 0.4% |
11.96 | 1 | 0.1% |
11.95 | 1 | 0.1% |
11.93 | 1 | 0.1% |
11.9 | 36 | |
11.87 | 1 | 0.1% |
pop_density
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 877 |
---|---|
Distinct (%) | 88.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9241.0811 |
Minimum | 305 |
---|---|
Maximum | 18190 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 8.8 KiB |
Quantile statistics
Minimum | 305 |
---|---|
5-th percentile | 730 |
Q1 | 6255.5 |
median | 8211.5 |
Q3 | 12734 |
95-th percentile | 17482.75 |
Maximum | 18190 |
Range | 17885 |
Interquartile range (IQR) | 6478.5 |
Descriptive statistics
Standard deviation | 5211.7577 |
---|---|
Coefficient of variation (CV) | 0.56397705 |
Kurtosis | -0.87865269 |
Mean | 9241.0811 |
Median Absolute Deviation (MAD) | 3660 |
Skewness | 0.13308583 |
Sum | 9111706 |
Variance | 27162419 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
766 | 12 | 1.2% |
678 | 5 | 0.5% |
8071 | 4 | 0.4% |
754 | 3 | 0.3% |
3814 | 3 | 0.3% |
738 | 3 | 0.3% |
765 | 3 | 0.3% |
8008 | 3 | 0.3% |
8105 | 3 | 0.3% |
737 | 3 | 0.3% |
Other values (867) | 944 |
Value | Count | Frequency (%) |
305 | 1 | |
312 | 1 | |
356 | 1 | |
368 | 1 | |
369 | 1 | |
377 | 1 | |
384 | 1 | |
387 | 1 | |
412 | 1 | |
414 | 1 |
Value | Count | Frequency (%) |
18190 | 1 | |
17960 | 1 | |
17927 | 1 | |
17799 | 2 | |
17797 | 1 | |
17787 | 1 | |
17781 | 1 | |
17779 | 1 | |
17767 | 1 | |
17751 | 1 |
instt_code
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.8 KiB |
6260000 |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 6260000 |
---|---|
2nd row | 6260000 |
3rd row | 6260000 |
4th row | 6260000 |
5th row | 6260000 |
Common Values
Value | Count | Frequency (%) |
6260000 | 986 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
6260000 | 986 |
last_load_dttm
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 7.8 KiB |
Minimum | 2021-05-01 05:57:03 |
---|---|
Maximum | 2021-05-01 05:57:03 |
skey | gugun | rate_year | dong_cnt | house_cnt | tot_pop_cnt | m_pop_cnt | f_pop_cnt | pop_ratio | pop_density | |
---|---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | 0.197 | 0.944 | 0.000 | 0.137 | 0.000 | 0.145 | 0.000 | 0.000 | 0.372 |
gugun | 0.197 | 1.000 | 0.000 | 1.000 | 0.786 | 0.991 | 0.955 | 0.986 | 0.987 | 0.968 |
rate_year | 0.944 | 0.000 | 1.000 | 0.000 | 0.135 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
dong_cnt | 0.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.996 |
house_cnt | 0.137 | 0.786 | 0.135 | 1.000 | 1.000 | 0.675 | 0.675 | 0.675 | 0.675 | 0.736 |
tot_pop_cnt | 0.000 | 0.991 | 0.000 | 1.000 | 0.675 | 1.000 | 0.995 | 1.000 | 1.000 | 0.816 |
m_pop_cnt | 0.145 | 0.955 | 0.000 | 1.000 | 0.675 | 0.995 | 1.000 | 0.993 | 0.994 | 0.804 |
f_pop_cnt | 0.000 | 0.986 | 0.000 | 1.000 | 0.675 | 1.000 | 0.993 | 1.000 | 1.000 | 0.822 |
pop_ratio | 0.000 | 0.987 | 0.000 | 1.000 | 0.675 | 1.000 | 0.994 | 1.000 | 1.000 | 0.819 |
pop_density | 0.372 | 0.968 | 0.000 | 0.996 | 0.736 | 0.816 | 0.804 | 0.822 | 0.819 | 1.000 |
skey | dong_cnt | house_cnt | tot_pop_cnt | m_pop_cnt | f_pop_cnt | pop_ratio | pop_density | gugun | |
---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | 0.011 | -0.018 | 0.001 | 0.004 | -0.001 | -0.007 | 0.044 | 0.077 |
dong_cnt | 0.011 | 1.000 | 0.821 | 0.807 | 0.802 | 0.814 | 0.807 | -0.004 | 0.992 |
house_cnt | -0.018 | 0.821 | 1.000 | 0.989 | 0.986 | 0.991 | 0.991 | -0.077 | 0.569 |
tot_pop_cnt | 0.001 | 0.807 | 0.989 | 1.000 | 0.999 | 0.999 | 0.999 | -0.092 | 0.984 |
m_pop_cnt | 0.004 | 0.802 | 0.986 | 0.999 | 1.000 | 0.998 | 0.998 | -0.101 | 0.898 |
f_pop_cnt | -0.001 | 0.814 | 0.991 | 0.999 | 0.998 | 1.000 | 0.999 | -0.081 | 0.973 |
pop_ratio | -0.007 | 0.807 | 0.991 | 0.999 | 0.998 | 0.999 | 1.000 | -0.095 | 0.976 |
pop_density | 0.044 | -0.004 | -0.077 | -0.092 | -0.101 | -0.081 | -0.095 | 1.000 | 0.851 |
gugun | 0.077 | 0.992 | 0.569 | 0.984 | 0.898 | 0.973 | 0.976 | 0.851 | 1.000 |
skey | gugun | rate_year | dong_cnt | house_cnt | tot_pop_cnt | m_pop_cnt | f_pop_cnt | pop_ratio | pop_density | instt_code | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 19597 | 부산광역시 강서구 | 2020-06 | 8 | 55158 | 137005 | 72436 | 64569 | 4.0 | 755 | 6260000 | 2021-05-01 05:57:03 |
1 | 19598 | 부산광역시 연제구 | 2020-06 | 12 | 91412 | 210515 | 101437 | 109078 | 6.1 | 17398 | 6260000 | 2021-05-01 05:57:03 |
2 | 19599 | 부산광역시 수영구 | 2020-06 | 10 | 82989 | 178702 | 84448 | 94254 | 5.2 | 17503 | 6260000 | 2021-05-01 05:57:03 |
3 | 19600 | 부산광역시 사상구 | 2020-06 | 12 | 97113 | 220468 | 111722 | 108746 | 6.4 | 6109 | 6260000 | 2021-05-01 05:57:03 |
4 | 19601 | 부산광역시 기장군 | 2020-06 | 5 | 72166 | 172280 | 85639 | 86641 | 5.0 | 789 | 6260000 | 2021-05-01 05:57:03 |
5 | 19602 | 부산광역시 | 2020-07 | 205 | 1517200 | 3450783 | 1693918 | 1756865 | 100.0 | 4484 | 6260000 | 2021-05-01 05:57:03 |
6 | 19603 | 부산광역시 중구 | 2020-07 | 9 | 23544 | 43721 | 21688 | 22033 | 1.2 | 15449 | 6260000 | 2021-05-01 05:57:03 |
7 | 19604 | 부산광역시 서구 | 2020-07 | 13 | 53340 | 109870 | 53519 | 56351 | 3.1 | 7859 | 6260000 | 2021-05-01 05:57:03 |
8 | 19605 | 부산광역시 동구 | 2020-07 | 12 | 45954 | 91979 | 45092 | 46887 | 2.6 | 9319 | 6260000 | 2021-05-01 05:57:03 |
9 | 19606 | 부산광역시 영도구 | 2020-07 | 11 | 54914 | 116752 | 57748 | 59004 | 3.3 | 8222 | 6260000 | 2021-05-01 05:57:03 |
skey | gugun | rate_year | dong_cnt | house_cnt | tot_pop_cnt | m_pop_cnt | f_pop_cnt | pop_ratio | pop_density | instt_code | last_load_dttm | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
976 | 18787 | 부산광역시 기장군 | 2019-05 | 5 | 68569 | 167223 | 83188 | 84035 | 4.8 | 766 | 6260000 | 2021-05-01 05:57:03 |
977 | 18788 | 부산광역시 | 2019-06 | 206 | 1490226 | 3479684 | 1711770 | 1767914 | 100.0 | 4519 | 6260000 | 2021-05-01 05:57:03 |
978 | 18789 | 부산광역시 중구 | 2019-06 | 9 | 23082 | 44474 | 22101 | 22373 | 1.3 | 15715 | 6260000 | 2021-05-01 05:57:03 |
979 | 18790 | 부산광역시 서구 | 2019-06 | 13 | 52994 | 111617 | 54603 | 57014 | 3.2 | 7984 | 6260000 | 2021-05-01 05:57:03 |
980 | 18791 | 부산광역시 동구 | 2019-06 | 12 | 43337 | 88411 | 43492 | 44919 | 2.5 | 9077 | 6260000 | 2021-05-01 05:57:03 |
981 | 18792 | 부산광역시 영도구 | 2019-06 | 11 | 55185 | 120451 | 59711 | 60740 | 3.5 | 8482 | 6260000 | 2021-05-01 05:57:03 |
982 | 18793 | 부산광역시 부산진구 | 2019-06 | 20 | 165576 | 361909 | 175500 | 186409 | 10.4 | 12198 | 6260000 | 2021-05-01 05:57:03 |
983 | 18794 | 부산광역시 동래구 | 2019-06 | 13 | 109983 | 269024 | 131168 | 137856 | 7.7 | 16177 | 6260000 | 2021-05-01 05:57:03 |
984 | 18795 | 부산광역시 남구 | 2019-06 | 17 | 118282 | 284626 | 139649 | 144977 | 8.2 | 10616 | 6260000 | 2021-05-01 05:57:03 |
985 | 18796 | 부산광역시 북구 | 2019-06 | 13 | 119611 | 295468 | 146459 | 149009 | 8.5 | 7505 | 6260000 | 2021-05-01 05:57:03 |