Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 507.8 KiB |
Average record size in memory | 52.0 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 3 |
Dataset
Description | Sample |
---|---|
Author | 오아시스비즈니스 |
URL | https://www.bigdata-realestate.kr/rebpp/usr/prd/prdInfoDetail.do?req_productId=68 |
data_strd_ym has constant value "" | Constant |
pnu is highly overall correlated with legaldong_cd | High correlation |
legaldong_cd is highly overall correlated with pnu | High correlation |
sopsrt_spl_dims is highly skewed (γ1 = 41.28143173) | Skewed |
Reproduction
Analysis started | 2023-12-11 22:32:28.903887 |
---|---|
Analysis finished | 2023-12-11 22:32:31.835603 |
Duration | 2.93 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
data_strd_ym
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
202306 |
---|
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 202306 |
---|---|
2nd row | 202306 |
3rd row | 202306 |
4th row | 202306 |
5th row | 202306 |
Common Values
Value | Count | Frequency (%) |
202306 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
202306 | 10000 |
pnu
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 8116 |
---|---|
Distinct (%) | 81.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.7105373 × 1018 |
Minimum | 1.1110101 × 1018 |
---|---|
Maximum | 5.013032 × 1018 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1.1110101 × 1018 |
---|---|
5-th percentile | 1.144012 × 1018 |
Q1 | 2.9200109 × 1018 |
median | 4.1480102 × 1018 |
Q3 | 4.5130134 × 1018 |
95-th percentile | 4.833034 × 1018 |
Maximum | 5.013032 × 1018 |
Range | 3.9020219 × 1018 |
Interquartile range (IQR) | 1.5930025 × 1018 |
Descriptive statistics
Standard deviation | 1.1552794 × 1018 |
---|---|
Coefficient of variation (CV) | 0.31135096 |
Kurtosis | 0.1883042 |
Mean | 3.7105373 × 1018 |
Median Absolute Deviation (MAD) | 5.3601487 × 1017 |
Skewness | -1.157321 |
Sum | 8.9703299 × 1018 |
Variance | 1.3346704 × 1036 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4111710200106050000 | 11 | 0.1% |
4136011100109750001 | 10 | 0.1% |
4113310100135020000 | 8 | 0.1% |
4817013700102250001 | 8 | 0.1% |
1123010400105910053 | 8 | 0.1% |
4128110500109500000 | 8 | 0.1% |
4311311300122700000 | 8 | 0.1% |
4136011200161430000 | 8 | 0.1% |
4111313600106530000 | 8 | 0.1% |
4136011100110050000 | 8 | 0.1% |
Other values (8106) | 9915 |
Value | Count | Frequency (%) |
1111010100100520146 | 1 | < 0.1% |
1111011000101520000 | 1 | < 0.1% |
1111011000101530000 | 2 | |
1111011100100470449 | 1 | < 0.1% |
1111012100100010102 | 3 | |
1111012100101710000 | 3 | |
1111013100101870005 | 1 | < 0.1% |
1111013200100080001 | 1 | < 0.1% |
1111013500100070018 | 1 | < 0.1% |
1111013500100190022 | 1 | < 0.1% |
Value | Count | Frequency (%) |
5013032023114120005 | 1 | |
5013032022113080000 | 1 | |
5013032021108390007 | 1 | |
5013032021107740001 | 1 | |
5013032021106330002 | 2 | |
5013032021105550003 | 1 | |
5013032021105440007 | 2 | |
5013032021105000004 | 1 | |
5013031030104800025 | 1 | |
5013031028108650000 | 1 |
legaldong_cd
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 2242 |
---|---|
Distinct (%) | 22.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37105373 |
Minimum | 11110101 |
---|---|
Maximum | 50130320 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 11110101 |
---|---|
5-th percentile | 11440120 |
Q1 | 29200109 |
median | 41480102 |
Q3 | 45130134 |
95-th percentile | 48330340 |
Maximum | 50130320 |
Range | 39020219 |
Interquartile range (IQR) | 15930025 |
Descriptive statistics
Standard deviation | 11552794 |
---|---|
Coefficient of variation (CV) | 0.31135096 |
Kurtosis | 0.18830421 |
Mean | 37105373 |
Median Absolute Deviation (MAD) | 5360148.5 |
Skewness | -1.157321 |
Sum | 3.7105373 × 1011 |
Variance | 1.3346704 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
41360112 | 84 | 0.8% |
41590253 | 75 | 0.8% |
41630114 | 69 | 0.7% |
48250132 | 61 | 0.6% |
31200126 | 55 | 0.5% |
41220128 | 52 | 0.5% |
43111124 | 50 | 0.5% |
44200253 | 43 | 0.4% |
44210109 | 41 | 0.4% |
41590262 | 41 | 0.4% |
Other values (2232) | 9429 |
Value | Count | Frequency (%) |
11110101 | 1 | < 0.1% |
11110110 | 3 | |
11110111 | 1 | < 0.1% |
11110121 | 6 | |
11110131 | 1 | < 0.1% |
11110132 | 1 | < 0.1% |
11110135 | 2 | < 0.1% |
11110137 | 1 | < 0.1% |
11110141 | 2 | < 0.1% |
11110151 | 1 | < 0.1% |
Value | Count | Frequency (%) |
50130320 | 10 | |
50130310 | 14 | |
50130259 | 5 | 0.1% |
50130253 | 13 | |
50130250 | 9 | |
50130121 | 1 | < 0.1% |
50130120 | 4 | < 0.1% |
50130116 | 4 | < 0.1% |
50130115 | 2 | < 0.1% |
50130114 | 1 | < 0.1% |
induty_cd
Categorical
Distinct | 42 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
A03 | |
---|---|
A01 | |
C01 | |
A08 | |
B02 | |
Other values (37) |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | A03 |
---|---|
2nd row | C01 |
3rd row | A03 |
4th row | A01 |
5th row | B05 |
Common Values
Value | Count | Frequency (%) |
A03 | 1711 | |
A01 | 1449 | |
C01 | 702 | 7.0% |
A08 | 664 | 6.6% |
B02 | 611 | 6.1% |
C06 | 540 | 5.4% |
C05 | 528 | 5.3% |
B05 | 494 | 4.9% |
B10 | 347 | 3.5% |
C07 | 316 | 3.2% |
Other values (32) | 2638 |
Length
Value | Count | Frequency (%) |
a03 | 1711 | |
a01 | 1449 | |
c01 | 702 | 7.0% |
a08 | 664 | 6.6% |
b02 | 611 | 6.1% |
c06 | 540 | 5.4% |
c05 | 528 | 5.3% |
b05 | 494 | 4.9% |
b10 | 347 | 3.5% |
c07 | 316 | 3.2% |
Other values (32) | 2638 |
sopsrt_spl_dims
Real number (ℝ)
SKEWED
 
Distinct | 2978 |
---|---|
Distinct (%) | 29.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 56.480129 |
Minimum | 0.01 |
---|---|
Maximum | 37446.75 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0.01 |
---|---|
5-th percentile | 0.13 |
Q1 | 0.56 |
median | 1.9 |
Q3 | 10.55 |
95-th percentile | 176.9565 |
Maximum | 37446.75 |
Range | 37446.74 |
Interquartile range (IQR) | 9.99 |
Descriptive statistics
Standard deviation | 582.11835 |
---|---|
Coefficient of variation (CV) | 10.306604 |
Kurtosis | 2178.7223 |
Mean | 56.480129 |
Median Absolute Deviation (MAD) | 1.65 |
Skewness | 41.281432 |
Sum | 564801.29 |
Variance | 338861.77 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.17 | 72 | 0.7% |
0.27 | 72 | 0.7% |
0.15 | 66 | 0.7% |
0.07 | 62 | 0.6% |
0.45 | 62 | 0.6% |
0.22 | 60 | 0.6% |
0.1 | 60 | 0.6% |
0.16 | 58 | 0.6% |
0.25 | 57 | 0.6% |
0.29 | 57 | 0.6% |
Other values (2968) | 9374 |
Value | Count | Frequency (%) |
0.01 | 15 | 0.1% |
0.02 | 14 | 0.1% |
0.03 | 18 | 0.2% |
0.04 | 41 | |
0.05 | 29 | |
0.06 | 35 | |
0.07 | 62 | |
0.08 | 36 | |
0.09 | 56 | |
0.1 | 60 |
Value | Count | Frequency (%) |
37446.75 | 1 | |
20900.52 | 1 | |
20729.84 | 1 | |
19895.29 | 1 | |
9010.21 | 1 | |
8141.51 | 1 | |
7826.09 | 1 | |
7397.72 | 1 | |
6409.75 | 1 | |
5653.27 | 1 |
pnu | legaldong_cd | induty_cd | sopsrt_spl_dims | |
---|---|---|---|---|
pnu | 1.000 | 1.000 | 0.204 | 0.061 |
legaldong_cd | 1.000 | 1.000 | 0.204 | 0.061 |
induty_cd | 0.204 | 0.204 | 1.000 | 0.000 |
sopsrt_spl_dims | 0.061 | 0.061 | 0.000 | 1.000 |
pnu | legaldong_cd | sopsrt_spl_dims | induty_cd | |
---|---|---|---|---|
pnu | 1.000 | 1.000 | 0.387 | 0.079 |
legaldong_cd | 1.000 | 1.000 | 0.387 | 0.079 |
sopsrt_spl_dims | 0.387 | 0.387 | 1.000 | 0.000 |
induty_cd | 0.079 | 0.079 | 0.000 | 1.000 |
data_strd_ym | pnu | legaldong_cd | induty_cd | sopsrt_spl_dims | |
---|---|---|---|---|---|
17096 | 202306 | 4159013400104550010 | 41590134 | A03 | 0.63 |
6539 | 202306 | 2820010800105510002 | 28200108 | C01 | 16.26 |
27638 | 202306 | 4728011000108620002 | 47280110 | A03 | 13.07 |
6534 | 202306 | 2820010700102050000 | 28200107 | A01 | 16.92 |
2315 | 202306 | 1156013200100980012 | 11560132 | B05 | 2.02 |
13140 | 202306 | 4131010200102300000 | 41310102 | C05 | 246.66 |
24847 | 202306 | 4613031022112020004 | 46130310 | A03 | 0.8 |
28255 | 202306 | 4785032036106970000 | 47850320 | A03 | 32.26 |
10746 | 202306 | 4111710700100470012 | 41117107 | B19 | 0.24 |
10168 | 202306 | 4111312600112580001 | 41113126 | B06 | 0.28 |
data_strd_ym | pnu | legaldong_cd | induty_cd | sopsrt_spl_dims | |
---|---|---|---|---|---|
13224 | 202306 | 4136011100108210000 | 41360111 | A01 | 0.62 |
10374 | 202306 | 4111313600105200007 | 41113136 | A04 | 0.29 |
1740 | 202306 | 1150010100102740002 | 11500101 | B05 | 0.78 |
28393 | 202306 | 4812110200107760003 | 48121102 | A05 | 2.03 |
17733 | 202306 | 4159026227103180004 | 41590262 | C06 | 10.75 |
14988 | 202306 | 4146110500105800002 | 41461105 | A03 | 68.31 |
11875 | 202306 | 4122012400106790002 | 41220124 | C05 | 0.23 |
17329 | 202306 | 4159025321100240000 | 41590253 | B02 | 0.37 |
6548 | 202306 | 2820011000106730003 | 28200110 | A01 | 7.84 |
9946 | 202306 | 3611025025100190003 | 36110250 | C07 | 1.25 |