Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 276 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 17.9 KiB |
Average record size in memory | 66.5 B |
Variable types
Numeric | 2 |
---|---|
Categorical | 6 |
Dataset
Description | Sample |
---|---|
Author | 직방 |
URL | https://www.bigdata-realestate.kr/rebpp/usr/prd/prdInfoDetail.do?req_productId=94 |
unit_nm has constant value "" | Constant |
age_area_detl_type_nm is highly overall correlated with age_byrg_type_nm | High correlation |
age_byrg_type_nm is highly overall correlated with age_area_detl_type_nm | High correlation |
esntl_no is highly overall correlated with pntm_hftm_nm and 1 other fields | High correlation |
rspns_rate is highly overall correlated with plan_yn_nm | High correlation |
pntm_hftm_nm is highly overall correlated with esntl_no | High correlation |
pchs_kwa_sell_plan_cont is highly overall correlated with esntl_no | High correlation |
plan_yn_nm is highly overall correlated with rspns_rate | High correlation |
esntl_no has unique values | Unique |
Reproduction
Analysis started | 2023-12-11 22:31:42.098011 |
---|---|
Analysis finished | 2023-12-11 22:31:44.337649 |
Duration | 2.24 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
esntl_no
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 276 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 138.5 |
Minimum | 1 |
---|---|
Maximum | 276 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.6 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 14.75 |
Q1 | 69.75 |
median | 138.5 |
Q3 | 207.25 |
95-th percentile | 262.25 |
Maximum | 276 |
Range | 275 |
Interquartile range (IQR) | 137.5 |
Descriptive statistics
Standard deviation | 79.818544 |
---|---|
Coefficient of variation (CV) | 0.57630718 |
Kurtosis | -1.2 |
Mean | 138.5 |
Median Absolute Deviation (MAD) | 69 |
Skewness | 0 |
Sum | 38226 |
Variance | 6371 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 0.4% |
184 | 1 | 0.4% |
190 | 1 | 0.4% |
189 | 1 | 0.4% |
188 | 1 | 0.4% |
187 | 1 | 0.4% |
186 | 1 | 0.4% |
185 | 1 | 0.4% |
183 | 1 | 0.4% |
175 | 1 | 0.4% |
Other values (266) | 266 |
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 (%) |
276 | 1 | |
275 | 1 | |
274 | 1 | |
273 | 1 | |
272 | 1 | |
271 | 1 | |
270 | 1 | |
269 | 1 | |
268 | 1 | |
267 | 1 |
pntm_hftm_nm
Categorical
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 2.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.3 KiB |
20년하반기 | |
---|---|
21년상반기 | |
21년하반기 | |
22년상반기 | |
22년하반기 | |
Other values (2) |
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 6 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20년상반기 |
---|---|
2nd row | 20년상반기 |
3rd row | 20년상반기 |
4th row | 20년상반기 |
5th row | 20년상반기 |
Common Values
Value | Count | Frequency (%) |
20년하반기 | 44 | |
21년상반기 | 44 | |
21년하반기 | 44 | |
22년상반기 | 44 | |
22년하반기 | 44 | |
23년상반기 | 44 | |
20년상반기 | 12 | 4.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20년하반기 | 44 | |
21년상반기 | 44 | |
21년하반기 | 44 | |
22년상반기 | 44 | |
22년하반기 | 44 | |
23년상반기 | 44 | |
20년상반기 | 12 | 4.3% |
pchs_kwa_sell_plan_cont
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.3 KiB |
매입 | |
---|---|
매도 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 매입 |
---|---|
2nd row | 매입 |
3rd row | 매입 |
4th row | 매입 |
5th row | 매입 |
Common Values
Value | Count | Frequency (%) |
매입 | 144 | |
매도 | 132 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
매입 | 144 | |
매도 | 132 |
age_byrg_type_nm
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.3 KiB |
연령별 | |
---|---|
거주지역별 | |
전체 |
Length
Max length | 5 |
---|---|
Median length | 3 |
Mean length | 3.7753623 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 전체 |
---|---|
2nd row | 전체 |
3rd row | 연령별 |
4th row | 연령별 |
5th row | 연령별 |
Common Values
Value | Count | Frequency (%) |
연령별 | 130 | |
거주지역별 | 120 | |
전체 | 26 | 9.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
연령별 | 130 | |
거주지역별 | 120 | |
전체 | 26 | 9.4% |
age_area_detl_type_nm
Categorical
HIGH CORRELATION
 
Distinct | 11 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.3 KiB |
전체 | |
---|---|
20대 이하 | |
30대 | |
40대 | |
50대 | |
Other values (6) |
Length
Max length | 6 |
---|---|
Median length | 3 |
Mean length | 3.1231884 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 전체 |
---|---|
2nd row | 전체 |
3rd row | 20대 이하 |
4th row | 30대 |
5th row | 40대 |
Common Values
Value | Count | Frequency (%) |
전체 | 26 | |
20대 이하 | 26 | |
30대 | 26 | |
40대 | 26 | |
50대 | 26 | |
60대 이상 | 26 | |
서울 | 24 | |
경기 | 24 | |
인천 | 24 | |
광역시 | 24 |
Length
Value | Count | Frequency (%) |
전체 | 26 | 7.9% |
20대 | 26 | 7.9% |
이하 | 26 | 7.9% |
30대 | 26 | 7.9% |
40대 | 26 | 7.9% |
50대 | 26 | 7.9% |
60대 | 26 | 7.9% |
이상 | 26 | 7.9% |
서울 | 24 | 7.3% |
경기 | 24 | 7.3% |
Other values (3) | 72 |
plan_yn_nm
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.3 KiB |
있다 | |
---|---|
없다 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 있다 |
---|---|
2nd row | 없다 |
3rd row | 있다 |
4th row | 있다 |
5th row | 있다 |
Common Values
Value | Count | Frequency (%) |
있다 | 138 | |
없다 | 138 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
있다 | 138 | |
없다 | 138 |
rspns_rate
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 59 |
---|---|
Distinct (%) | 21.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50.01087 |
Minimum | 14 |
---|---|
Maximum | 86 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.6 KiB |
Quantile statistics
Minimum | 14 |
---|---|
5-th percentile | 28 |
Q1 | 36 |
median | 50 |
Q3 | 64 |
95-th percentile | 72 |
Maximum | 86 |
Range | 72 |
Interquartile range (IQR) | 28 |
Descriptive statistics
Standard deviation | 15.617818 |
---|---|
Coefficient of variation (CV) | 0.31228848 |
Kurtosis | -1.2427528 |
Mean | 50.01087 |
Median Absolute Deviation (MAD) | 14 |
Skewness | -0.0011483533 |
Sum | 13803 |
Variance | 243.91625 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
69 | 12 | 4.3% |
31 | 12 | 4.3% |
66 | 11 | 4.0% |
36 | 10 | 3.6% |
64 | 10 | 3.6% |
34 | 10 | 3.6% |
62 | 9 | 3.3% |
38 | 9 | 3.3% |
35 | 8 | 2.9% |
60 | 7 | 2.5% |
Other values (49) | 178 |
Value | Count | Frequency (%) |
14 | 1 | 0.4% |
18 | 1 | 0.4% |
19 | 1 | 0.4% |
23 | 1 | 0.4% |
24 | 2 | 0.7% |
25 | 1 | 0.4% |
27 | 4 | |
28 | 4 | |
29 | 7 | |
30 | 6 |
Value | Count | Frequency (%) |
86 | 1 | 0.4% |
82 | 1 | 0.4% |
81 | 1 | 0.4% |
77 | 1 | 0.4% |
76 | 2 | 0.7% |
75 | 1 | 0.4% |
73 | 4 | |
72 | 4 | |
71 | 7 | |
70 | 6 |
unit_nm
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.3 KiB |
% |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | % |
---|---|
2nd row | % |
3rd row | % |
4th row | % |
5th row | % |
Common Values
Value | Count | Frequency (%) |
% | 276 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
276 |
esntl_no | pntm_hftm_nm | pchs_kwa_sell_plan_cont | age_byrg_type_nm | age_area_detl_type_nm | plan_yn_nm | rspns_rate | |
---|---|---|---|---|---|---|---|
esntl_no | 1.000 | 0.936 | 0.657 | 0.120 | 0.000 | 0.000 | 0.506 |
pntm_hftm_nm | 0.936 | 1.000 | 0.133 | 0.000 | 0.000 | 0.000 | 0.416 |
pchs_kwa_sell_plan_cont | 0.657 | 0.133 | 1.000 | 0.000 | 0.000 | 0.000 | 0.273 |
age_byrg_type_nm | 0.120 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.033 |
age_area_detl_type_nm | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 |
plan_yn_nm | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.718 |
rspns_rate | 0.506 | 0.416 | 0.273 | 0.033 | 0.000 | 0.718 | 1.000 |
plan_yn_nm | age_area_detl_type_nm | pchs_kwa_sell_plan_cont | pntm_hftm_nm | age_byrg_type_nm | |
---|---|---|---|---|---|
plan_yn_nm | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
age_area_detl_type_nm | 0.000 | 1.000 | 0.000 | 0.000 | 0.985 |
pchs_kwa_sell_plan_cont | 0.000 | 0.000 | 1.000 | 0.141 | 0.000 |
pntm_hftm_nm | 0.000 | 0.000 | 0.141 | 1.000 | 0.000 |
age_byrg_type_nm | 0.000 | 0.985 | 0.000 | 0.000 | 1.000 |
esntl_no | rspns_rate | pntm_hftm_nm | pchs_kwa_sell_plan_cont | age_byrg_type_nm | age_area_detl_type_nm | plan_yn_nm | |
---|---|---|---|---|---|---|---|
esntl_no | 1.000 | -0.014 | 0.833 | 0.511 | 0.086 | 0.000 | 0.000 |
rspns_rate | -0.014 | 1.000 | 0.224 | 0.206 | 0.016 | 0.000 | 0.553 |
pntm_hftm_nm | 0.833 | 0.224 | 1.000 | 0.141 | 0.000 | 0.000 | 0.000 |
pchs_kwa_sell_plan_cont | 0.511 | 0.206 | 0.141 | 1.000 | 0.000 | 0.000 | 0.000 |
age_byrg_type_nm | 0.086 | 0.016 | 0.000 | 0.000 | 1.000 | 0.985 | 0.000 |
age_area_detl_type_nm | 0.000 | 0.000 | 0.000 | 0.000 | 0.985 | 1.000 | 0.000 |
plan_yn_nm | 0.000 | 0.553 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
esntl_no | pntm_hftm_nm | pchs_kwa_sell_plan_cont | age_byrg_type_nm | age_area_detl_type_nm | plan_yn_nm | rspns_rate | unit_nm | |
---|---|---|---|---|---|---|---|---|
0 | 1 | 20년상반기 | 매입 | 전체 | 전체 | 있다 | 71 | % |
1 | 2 | 20년상반기 | 매입 | 전체 | 전체 | 없다 | 29 | % |
2 | 3 | 20년상반기 | 매입 | 연령별 | 20대 이하 | 있다 | 45 | % |
3 | 4 | 20년상반기 | 매입 | 연령별 | 30대 | 있다 | 69 | % |
4 | 5 | 20년상반기 | 매입 | 연령별 | 40대 | 있다 | 72 | % |
5 | 6 | 20년상반기 | 매입 | 연령별 | 50대 | 있다 | 75 | % |
6 | 7 | 20년상반기 | 매입 | 연령별 | 60대 이상 | 있다 | 81 | % |
7 | 8 | 20년상반기 | 매입 | 연령별 | 20대 이하 | 없다 | 55 | % |
8 | 9 | 20년상반기 | 매입 | 연령별 | 30대 | 없다 | 31 | % |
9 | 10 | 20년상반기 | 매입 | 연령별 | 40대 | 없다 | 28 | % |
esntl_no | pntm_hftm_nm | pchs_kwa_sell_plan_cont | age_byrg_type_nm | age_area_detl_type_nm | plan_yn_nm | rspns_rate | unit_nm | |
---|---|---|---|---|---|---|---|---|
266 | 267 | 23년상반기 | 매도 | 거주지역별 | 서울 | 있다 | 35 | % |
267 | 268 | 23년상반기 | 매도 | 거주지역별 | 경기 | 있다 | 42 | % |
268 | 269 | 23년상반기 | 매도 | 거주지역별 | 인천 | 있다 | 50 | % |
269 | 270 | 23년상반기 | 매도 | 거주지역별 | 광역시 | 있다 | 38 | % |
270 | 271 | 23년상반기 | 매도 | 거주지역별 | 지방 | 있다 | 41 | % |
271 | 272 | 23년상반기 | 매도 | 거주지역별 | 서울 | 없다 | 66 | % |
272 | 273 | 23년상반기 | 매도 | 거주지역별 | 경기 | 없다 | 58 | % |
273 | 274 | 23년상반기 | 매도 | 거주지역별 | 인천 | 없다 | 51 | % |
274 | 275 | 23년상반기 | 매도 | 거주지역별 | 광역시 | 없다 | 62 | % |
275 | 276 | 23년상반기 | 매도 | 거주지역별 | 지방 | 없다 | 59 | % |