Dataset statistics
Number of variables | 12 |
---|---|
Number of observations | 1496 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 153.5 KiB |
Average record size in memory | 105.1 B |
Variable types
Numeric | 8 |
---|---|
Categorical | 3 |
Text | 1 |
Dataset
Description | 2023-09-01 |
---|---|
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 22:45:08.545114 |
---|---|
Analysis finished | 2024-04-16 22:45:15.895152 |
Duration | 7.35 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
skey
Real number (ℝ)
UNIQUE
 
Distinct | 1496 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 23426.5 |
Minimum | 22679 |
---|---|
Maximum | 24174 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 13.3 KiB |
Quantile statistics
Minimum | 22679 |
---|---|
5-th percentile | 22753.75 |
Q1 | 23052.75 |
median | 23426.5 |
Q3 | 23800.25 |
95-th percentile | 24099.25 |
Maximum | 24174 |
Range | 1495 |
Interquartile range (IQR) | 747.5 |
Descriptive statistics
Standard deviation | 432.00231 |
---|---|
Coefficient of variation (CV) | 0.018440754 |
Kurtosis | -1.2 |
Mean | 23426.5 |
Median Absolute Deviation (MAD) | 374 |
Skewness | 0 |
Sum | 35046044 |
Variance | 186626 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
24039 | 1 | 0.1% |
23201 | 1 | 0.1% |
23210 | 1 | 0.1% |
23209 | 1 | 0.1% |
23208 | 1 | 0.1% |
23207 | 1 | 0.1% |
23206 | 1 | 0.1% |
23205 | 1 | 0.1% |
23204 | 1 | 0.1% |
23203 | 1 | 0.1% |
Other values (1486) | 1486 |
Value | Count | Frequency (%) |
22679 | 1 | |
22680 | 1 | |
22681 | 1 | |
22682 | 1 | |
22683 | 1 | |
22684 | 1 | |
22685 | 1 | |
22686 | 1 | |
22687 | 1 | |
22688 | 1 |
Value | Count | Frequency (%) |
24174 | 1 | |
24173 | 1 | |
24172 | 1 | |
24171 | 1 | |
24170 | 1 | |
24169 | 1 | |
24168 | 1 | |
24167 | 1 | |
24166 | 1 | |
24165 | 1 |
gugun
Categorical
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 11.8 KiB |
부산광역시 | 88 |
---|---|
부산광역시 중구 | 88 |
부산광역시 서구 | 88 |
부산광역시 동구 | 88 |
부산광역시 영도구 | 88 |
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 |
---|---|
2nd row | 부산광역시 중구 |
3rd row | 부산광역시 서구 |
4th row | 부산광역시 동구 |
5th row | 부산광역시 영도구 |
Common Values
Value | Count | Frequency (%) |
부산광역시 | 88 | 5.9% |
부산광역시 중구 | 88 | 5.9% |
부산광역시 서구 | 88 | 5.9% |
부산광역시 동구 | 88 | 5.9% |
부산광역시 영도구 | 88 | 5.9% |
부산광역시 부산진구 | 88 | 5.9% |
부산광역시 동래구 | 88 | 5.9% |
부산광역시 남구 | 88 | 5.9% |
부산광역시 북구 | 88 | 5.9% |
부산광역시 해운대구 | 88 | 5.9% |
Other values (7) | 616 |
Length
Value | Count | Frequency (%) |
부산광역시 | 1496 | |
해운대구 | 88 | 3.0% |
사상구 | 88 | 3.0% |
수영구 | 88 | 3.0% |
연제구 | 88 | 3.0% |
강서구 | 88 | 3.0% |
금정구 | 88 | 3.0% |
사하구 | 88 | 3.0% |
북구 | 88 | 3.0% |
중구 | 88 | 3.0% |
Other values (7) | 616 |
rate_year
Text
Distinct | 65 |
---|---|
Distinct (%) | 4.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 11.8 KiB |
Value | Count | Frequency (%) |
2017 | 221 | 14.8% |
2018 | 204 | 13.6% |
2009 | 17 | 1.1% |
jun-20 | 17 | 1.1% |
mar-20 | 17 | 1.1% |
apr-20 | 17 | 1.1% |
oct-22 | 17 | 1.1% |
dec-19 | 17 | 1.1% |
may-19 | 17 | 1.1% |
apr-19 | 17 | 1.1% |
Other values (55) | 935 |
Most occurring characters
Value | Count | Frequency (%) |
2 | 1513 | |
1 | 969 | |
- | 901 | |
0 | 867 | |
a | 255 | 3.3% |
7 | 238 | 3.1% |
J | 221 | 2.8% |
8 | 221 | 2.8% |
9 | 221 | 2.8% |
e | 221 | 2.8% |
Other values (23) | 2159 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 4182 | |
Lowercase Letter | 1802 | |
Dash Punctuation | 901 | 11.6% |
Uppercase Letter | 901 | 11.6% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
a | 255 | |
e | 221 | |
u | 204 | |
r | 170 | |
n | 153 | |
p | 153 | |
c | 136 | |
b | 85 | 4.7% |
y | 85 | 4.7% |
v | 68 | 3.8% |
Other values (4) | 272 |
Decimal Number
Value | Count | Frequency (%) |
2 | 1513 | |
1 | 969 | |
0 | 867 | |
7 | 238 | 5.7% |
8 | 221 | 5.3% |
9 | 221 | 5.3% |
3 | 102 | 2.4% |
4 | 17 | 0.4% |
5 | 17 | 0.4% |
6 | 17 | 0.4% |
Uppercase Letter
Value | Count | Frequency (%) |
J | 221 | |
M | 170 | |
A | 153 | |
F | 85 | 9.4% |
N | 68 | 7.5% |
D | 68 | 7.5% |
O | 68 | 7.5% |
S | 68 | 7.5% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 901 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 5083 | |
Latin | 2703 |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
a | 255 | 9.4% |
J | 221 | 8.2% |
e | 221 | 8.2% |
u | 204 | 7.5% |
M | 170 | 6.3% |
r | 170 | 6.3% |
A | 153 | 5.7% |
n | 153 | 5.7% |
p | 153 | 5.7% |
c | 136 | 5.0% |
Other values (12) | 867 |
Common
Value | Count | Frequency (%) |
2 | 1513 | |
1 | 969 | |
- | 901 | |
0 | 867 | |
7 | 238 | 4.7% |
8 | 221 | 4.3% |
9 | 221 | 4.3% |
3 | 102 | 2.0% |
4 | 17 | 0.3% |
5 | 17 | 0.3% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 7786 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
2 | 1513 | |
1 | 969 | |
- | 901 | |
0 | 867 | |
a | 255 | 3.3% |
7 | 238 | 3.1% |
J | 221 | 2.8% |
8 | 221 | 2.8% |
9 | 221 | 2.8% |
e | 221 | 2.8% |
Other values (23) | 2159 |
dong_cnt
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 24 |
---|---|
Distinct (%) | 1.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.255348 |
Minimum | 5 |
---|---|
Maximum | 223 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 13.3 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 | 45.657885 |
---|---|
Coefficient of variation (CV) | 1.8823843 |
Kurtosis | 11.918818 |
Mean | 24.255348 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 3.7114147 |
Sum | 36286 |
Variance | 2084.6424 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13 | 260 | |
12 | 253 | |
17 | 129 | |
16 | 129 | |
18 | 89 | 5.9% |
9 | 88 | 5.9% |
11 | 88 | 5.9% |
10 | 88 | 5.9% |
5 | 88 | 5.9% |
20 | 79 | 5.3% |
Other values (14) | 205 |
Value | Count | Frequency (%) |
5 | 88 | 5.9% |
7 | 23 | 1.5% |
8 | 65 | 4.3% |
9 | 88 | 5.9% |
10 | 88 | 5.9% |
11 | 88 | 5.9% |
12 | 253 | |
13 | 260 | |
14 | 14 | 0.9% |
16 | 129 |
Value | Count | Frequency (%) |
223 | 1 | 0.1% |
217 | 1 | 0.1% |
215 | 2 | 0.1% |
214 | 2 | 0.1% |
210 | 2 | 0.1% |
206 | 25 | |
205 | 55 | |
25 | 6 | 0.4% |
23 | 2 | 0.1% |
21 | 1 | 0.1% |
house_cnt
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 1455 |
---|---|
Distinct (%) | 97.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 175734.8 |
Minimum | 21595 |
---|---|
Maximum | 1562595 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 13.3 KiB |
Quantile statistics
Minimum | 21595 |
---|---|
5-th percentile | 24011.5 |
Q1 | 55215.75 |
median | 97024 |
Q3 | 122421 |
95-th percentile | 1456607 |
Maximum | 1562595 |
Range | 1541000 |
Interquartile range (IQR) | 67205.25 |
Descriptive statistics
Standard deviation | 332392.56 |
---|---|
Coefficient of variation (CV) | 1.8914442 |
Kurtosis | 11.762821 |
Mean | 175734.8 |
Median Absolute Deviation (MAD) | 39566 |
Skewness | 3.668783 |
Sum | 2.6289926 × 108 |
Variance | 1.1048482 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
23284 | 3 | 0.2% |
54896 | 2 | 0.1% |
171558 | 2 | 0.1% |
96667 | 2 | 0.1% |
166981 | 2 | 0.1% |
53342 | 2 | 0.1% |
107184 | 2 | 0.1% |
165959 | 2 | 0.1% |
43427 | 2 | 0.1% |
165314 | 2 | 0.1% |
Other values (1445) | 1475 |
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 (%) |
1562595 | 1 | |
1561666 | 1 | |
1561008 | 1 | |
1559593 | 1 | |
1559462 | 1 | |
1558052 | 1 | |
1556938 | 1 | |
1556293 | 1 | |
1556086 | 1 | |
1555867 | 1 |
tot_pop_cnt
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 1472 |
---|---|
Distinct (%) | 98.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 408129.55 |
Minimum | 41732 |
---|---|
Maximum | 3615101 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 13.3 KiB |
Quantile statistics
Minimum | 41732 |
---|---|
5-th percentile | 46940.75 |
Q1 | 126865.75 |
median | 224210.5 |
Q3 | 305045 |
95-th percentile | 3384927.8 |
Maximum | 3615101 |
Range | 3573369 |
Interquartile range (IQR) | 178179.25 |
Descriptive statistics
Standard deviation | 772017.94 |
---|---|
Coefficient of variation (CV) | 1.8916002 |
Kurtosis | 11.650617 |
Mean | 408129.55 |
Median Absolute Deviation (MAD) | 86721.5 |
Skewness | 3.6528652 |
Sum | 6.1056181 × 108 |
Variance | 5.960117 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
177230 | 2 | 0.1% |
268074 | 2 | 0.1% |
234624 | 2 | 0.1% |
3520306 | 2 | 0.1% |
181725 | 2 | 0.1% |
46066 | 2 | 0.1% |
111945 | 2 | 0.1% |
90856 | 2 | 0.1% |
42734 | 2 | 0.1% |
125347 | 2 | 0.1% |
Other values (1462) | 1476 |
Value | Count | Frequency (%) |
41732 | 1 | |
41862 | 1 | |
41890 | 1 | |
41909 | 1 | |
41913 | 1 | |
41957 | 1 | |
42001 | 1 | |
42136 | 1 | |
42267 | 1 | |
42455 | 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 | 1471 |
---|---|
Distinct (%) | 98.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 200802.72 |
Minimum | 20594 |
---|---|
Maximum | 1801832 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 13.3 KiB |
Quantile statistics
Minimum | 20594 |
---|---|
5-th percentile | 23319.75 |
Q1 | 65904.5 |
median | 111007.5 |
Q3 | 151255 |
95-th percentile | 1656935 |
Maximum | 1801832 |
Range | 1781238 |
Interquartile range (IQR) | 85350.5 |
Descriptive statistics
Standard deviation | 379805.82 |
---|---|
Coefficient of variation (CV) | 1.8914376 |
Kurtosis | 11.677922 |
Mean | 200802.72 |
Median Absolute Deviation (MAD) | 42224 |
Skewness | 3.6568329 |
Sum | 3.0040087 × 108 |
Variance | 1.4425246 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
151255 | 2 | 0.1% |
81662 | 2 | 0.1% |
119308 | 2 | 0.1% |
86570 | 2 | 0.1% |
1736878 | 2 | 0.1% |
22843 | 2 | 0.1% |
55081 | 2 | 0.1% |
44786 | 2 | 0.1% |
141260 | 2 | 0.1% |
83201 | 2 | 0.1% |
Other values (1461) | 1476 |
Value | Count | Frequency (%) |
20594 | 1 | |
20662 | 1 | |
20698 | 1 | |
20703 | 1 | |
20725 | 1 | |
20738 | 1 | |
20778 | 1 | |
20846 | 1 | |
20951 | 1 | |
21055 | 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 | 1468 |
---|---|
Distinct (%) | 98.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 207326.83 |
Minimum | 21138 |
---|---|
Maximum | 1813269 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 13.3 KiB |
Quantile statistics
Minimum | 21138 |
---|---|
5-th percentile | 23615 |
Q1 | 62914.75 |
median | 111301 |
Q3 | 153742.75 |
95-th percentile | 1727992.8 |
Maximum | 1813269 |
Range | 1792131 |
Interquartile range (IQR) | 90828 |
Descriptive statistics
Standard deviation | 392235.22 |
---|---|
Coefficient of variation (CV) | 1.8918691 |
Kurtosis | 11.625686 |
Mean | 207326.83 |
Median Absolute Deviation (MAD) | 44618.5 |
Skewness | 3.6489483 |
Sum | 3.1016093 × 108 |
Variance | 1.5384847 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
57547 | 3 | 0.2% |
106741 | 2 | 0.1% |
115316 | 2 | 0.1% |
107259 | 2 | 0.1% |
21996 | 2 | 0.1% |
82258 | 2 | 0.1% |
44957 | 2 | 0.1% |
1783428 | 2 | 0.1% |
23223 | 2 | 0.1% |
56864 | 2 | 0.1% |
Other values (1458) | 1475 |
Value | Count | Frequency (%) |
21138 | 1 | |
21164 | 1 | |
21184 | 1 | |
21210 | 1 | |
21219 | 1 | |
21223 | 1 | |
21228 | 1 | |
21290 | 1 | |
21316 | 1 | |
21400 | 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 | 186 |
---|---|
Distinct (%) | 12.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.766297 |
Minimum | 1.2 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 13.3 KiB |
Quantile statistics
Minimum | 1.2 |
---|---|
5-th percentile | 1.3 |
Q1 | 3.6 |
median | 6.5 |
Q3 | 8.67 |
95-th percentile | 100 |
Maximum | 100 |
Range | 98.8 |
Interquartile range (IQR) | 5.07 |
Descriptive statistics
Standard deviation | 22.24796 |
---|---|
Coefficient of variation (CV) | 1.8908209 |
Kurtosis | 11.624311 |
Mean | 11.766297 |
Median Absolute Deviation (MAD) | 2.6 |
Skewness | 3.6505218 |
Sum | 17602.38 |
Variance | 494.97173 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
100.0 | 88 | 5.9% |
3.2 | 73 | 4.9% |
1.3 | 71 | 4.7% |
2.6 | 61 | 4.1% |
7.9 | 53 | 3.5% |
6.1 | 48 | 3.2% |
5.2 | 47 | 3.1% |
5.1 | 40 | 2.7% |
11.9 | 36 | 2.4% |
3.3 | 35 | 2.3% |
Other values (176) | 944 |
Value | Count | Frequency (%) |
1.2 | 9 | 0.6% |
1.3 | 71 | |
1.35 | 1 | 0.1% |
1.36 | 1 | 0.1% |
1.38 | 1 | 0.1% |
1.39 | 1 | 0.1% |
1.4 | 2 | 0.1% |
1.41 | 2 | 0.1% |
1.52 | 1 | 0.1% |
1.55 | 1 | 0.1% |
Value | Count | Frequency (%) |
100.0 | 88 | |
12.08 | 1 | 0.1% |
12.04 | 1 | 0.1% |
12.02 | 1 | 0.1% |
12.0 | 4 | 0.3% |
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 | 1293 |
---|---|
Distinct (%) | 86.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9105.1845 |
Minimum | 305 |
---|---|
Maximum | 18190 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 13.3 KiB |
Quantile statistics
Minimum | 305 |
---|---|
5-th percentile | 753.75 |
Q1 | 5935.75 |
median | 8076.5 |
Q3 | 12622 |
95-th percentile | 17428.25 |
Maximum | 18190 |
Range | 17885 |
Interquartile range (IQR) | 6686.25 |
Descriptive statistics
Standard deviation | 5175.7727 |
---|---|
Coefficient of variation (CV) | 0.56844237 |
Kurtosis | -0.88349978 |
Mean | 9105.1845 |
Median Absolute Deviation (MAD) | 3565 |
Skewness | 0.17435674 |
Sum | 13621356 |
Variance | 26788623 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
766 | 12 | 0.8% |
817 | 7 | 0.5% |
818 | 7 | 0.5% |
816 | 6 | 0.4% |
819 | 6 | 0.4% |
678 | 5 | 0.3% |
8071 | 4 | 0.3% |
8008 | 3 | 0.2% |
7851 | 3 | 0.2% |
3812 | 3 | 0.2% |
Other values (1283) | 1440 |
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 | 11.8 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 | 1496 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
6260000 | 1496 |
last_load_dttm
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 11.8 KiB |
2023-09-01 05:57:03 |
---|
Length
Max length | 19 |
---|---|
Median length | 19 |
Mean length | 19 |
Min length | 19 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-09-01 05:57:03 |
---|---|
2nd row | 2023-09-01 05:57:03 |
3rd row | 2023-09-01 05:57:03 |
4th row | 2023-09-01 05:57:03 |
5th row | 2023-09-01 05:57:03 |
Common Values
Value | Count | Frequency (%) |
2023-09-01 05:57:03 | 1496 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-09-01 | 1496 | |
05:57:03 | 1496 |
skey | gugun | rate_year | dong_cnt | house_cnt | tot_pop_cnt | m_pop_cnt | f_pop_cnt | pop_ratio | pop_density | |
---|---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | 0.000 | 0.992 | 0.000 | 0.253 | 0.000 | 0.167 | 0.000 | 0.000 | 0.296 |
gugun | 0.000 | 1.000 | 0.000 | 1.000 | 0.806 | 0.973 | 0.931 | 0.988 | 0.990 | 0.969 |
rate_year | 0.992 | 0.000 | 1.000 | 0.000 | 0.000 | 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 | 0.998 |
house_cnt | 0.253 | 0.806 | 0.000 | 1.000 | 1.000 | 0.676 | 0.676 | 0.676 | 0.676 | 0.767 |
tot_pop_cnt | 0.000 | 0.973 | 0.000 | 1.000 | 0.676 | 1.000 | 0.992 | 0.998 | 0.998 | 0.822 |
m_pop_cnt | 0.167 | 0.931 | 0.000 | 1.000 | 0.676 | 0.992 | 1.000 | 0.986 | 0.987 | 0.810 |
f_pop_cnt | 0.000 | 0.988 | 0.000 | 1.000 | 0.676 | 0.998 | 0.986 | 1.000 | 1.000 | 0.832 |
pop_ratio | 0.000 | 0.990 | 0.000 | 1.000 | 0.676 | 0.998 | 0.987 | 1.000 | 1.000 | 0.830 |
pop_density | 0.296 | 0.969 | 0.000 | 0.998 | 0.767 | 0.822 | 0.810 | 0.832 | 0.830 | 1.000 |
skey | dong_cnt | house_cnt | tot_pop_cnt | m_pop_cnt | f_pop_cnt | pop_ratio | pop_density | gugun | |
---|---|---|---|---|---|---|---|---|---|
skey | 1.000 | -0.026 | 0.088 | -0.046 | -0.050 | -0.041 | 0.002 | -0.096 | 0.000 |
dong_cnt | -0.026 | 1.000 | 0.815 | 0.804 | 0.799 | 0.812 | 0.804 | 0.009 | 0.995 |
house_cnt | 0.088 | 0.815 | 1.000 | 0.985 | 0.983 | 0.987 | 0.991 | -0.081 | 0.596 |
tot_pop_cnt | -0.046 | 0.804 | 0.985 | 1.000 | 0.999 | 0.999 | 0.998 | -0.091 | 0.943 |
m_pop_cnt | -0.050 | 0.799 | 0.983 | 0.999 | 1.000 | 0.997 | 0.997 | -0.104 | 0.846 |
f_pop_cnt | -0.041 | 0.812 | 0.987 | 0.999 | 0.997 | 1.000 | 0.997 | -0.070 | 0.982 |
pop_ratio | 0.002 | 0.804 | 0.991 | 0.998 | 0.997 | 0.997 | 1.000 | -0.102 | 0.984 |
pop_density | -0.096 | 0.009 | -0.081 | -0.091 | -0.104 | -0.070 | -0.102 | 1.000 | 0.853 |
gugun | 0.000 | 0.995 | 0.596 | 0.943 | 0.846 | 0.982 | 0.984 | 0.853 | 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 | 24039 | 부산광역시 | Oct-22 | 205 | 1556293 | 3370450 | 1648595 | 1721855 | 100.0 | 4376 | 6260000 | 2023-09-01 05:57:03 |
1 | 24040 | 부산광역시 중구 | Oct-22 | 9 | 24056 | 42136 | 20846 | 21290 | 1.3 | 14889 | 6260000 | 2023-09-01 05:57:03 |
2 | 24041 | 부산광역시 서구 | Oct-22 | 13 | 53657 | 107490 | 52192 | 55298 | 3.2 | 7705 | 6260000 | 2023-09-01 05:57:03 |
3 | 24042 | 부산광역시 동구 | Oct-22 | 12 | 46535 | 89030 | 43518 | 45512 | 2.6 | 9020 | 6260000 | 2023-09-01 05:57:03 |
4 | 24043 | 부산광역시 영도구 | Oct-22 | 11 | 54440 | 110574 | 54641 | 55933 | 3.3 | 7787 | 6260000 | 2023-09-01 05:57:03 |
5 | 24044 | 부산광역시 부산진구 | Oct-22 | 20 | 176765 | 356251 | 171164 | 185087 | 10.6 | 12007 | 6260000 | 2023-09-01 05:57:03 |
6 | 24045 | 부산광역시 동래구 | Oct-22 | 13 | 119629 | 274992 | 133065 | 141927 | 8.2 | 16536 | 6260000 | 2023-09-01 05:57:03 |
7 | 24046 | 부산광역시 남구 | Oct-22 | 17 | 117964 | 262904 | 128458 | 134446 | 7.8 | 9803 | 6260000 | 2023-09-01 05:57:03 |
8 | 24047 | 부산광역시 북구 | Oct-22 | 13 | 123831 | 281871 | 138758 | 143113 | 8.4 | 7160 | 6260000 | 2023-09-01 05:57:03 |
9 | 24048 | 부산광역시 해운대구 | Oct-22 | 18 | 170828 | 392763 | 188511 | 204252 | 11.7 | 7621 | 6260000 | 2023-09-01 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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1486 | 22762 | 부산광역시 기장군 | 2011 | 5 | 42806 | 109495 | 54906 | 54589 | 3.05 | 502 | 6260000 | 2023-09-01 05:57:03 |
1487 | 22763 | 부산광역시 동래구 | 2011 | 13 | 106244 | 284649 | 140740 | 143909 | 7.94 | 17117 | 6260000 | 2023-09-01 05:57:03 |
1488 | 22764 | 부산광역시 서구 | 2012 | 13 | 53138 | 122040 | 60585 | 61455 | 3.42 | 8793 | 6260000 | 2023-09-01 05:57:03 |
1489 | 22765 | 부산광역시 동구 | 2012 | 14 | 43859 | 99907 | 49576 | 50331 | 2.8 | 10268 | 6260000 | 2023-09-01 05:57:03 |
1490 | 22766 | 부산광역시 영도구 | 2012 | 11 | 57900 | 141422 | 70643 | 70779 | 3.96 | 10009 | 6260000 | 2023-09-01 05:57:03 |
1491 | 22767 | 부산광역시 부산진구 | 2012 | 25 | 160699 | 395032 | 194777 | 200255 | 11.05 | 13305 | 6260000 | 2023-09-01 05:57:03 |
1492 | 22768 | 부산광역시 남구 | 2012 | 19 | 113397 | 294673 | 145731 | 148942 | 8.25 | 10991 | 6260000 | 2023-09-01 05:57:03 |
1493 | 22769 | 부산광역시 북구 | 2012 | 13 | 115306 | 314085 | 156608 | 157477 | 8.79 | 7980 | 6260000 | 2023-09-01 05:57:03 |
1494 | 22770 | 부산광역시 해운대구 | 2012 | 18 | 160053 | 431526 | 210759 | 220767 | 12.08 | 8386 | 6260000 | 2023-09-01 05:57:03 |
1495 | 22771 | 부산광역시 사하구 | 2012 | 16 | 134327 | 356769 | 179325 | 177444 | 9.98 | 8552 | 6260000 | 2023-09-01 05:57:03 |