Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 524 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 27.2 KiB |
Average record size in memory | 53.3 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 2 |
Dataset
Description | 한국부동산원(구.한국감정원)에서 제공하는 전국 지가변동률 조사 통계를 조회 할 수 있는 서비스로 충남에 대한 해당기간, 해당지역의 연도별 지역별 지가지수 정보를 제공합니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/bigdata/collect/view.chungnam?menuCd=DOM_000000201001001000&apiIdx=2535 |
지역명 is highly overall correlated with 번호 and 2 other fields | High correlation |
지역구분 레벨 is highly overall correlated with 번호 and 2 other fields | High correlation |
번호 is highly overall correlated with 지역코드 and 2 other fields | High correlation |
지역코드 is highly overall correlated with 번호 and 2 other fields | High correlation |
조사년도 is highly overall correlated with 지수_평균 | High correlation |
지수_평균 is highly overall correlated with 조사년도 | High correlation |
지역구분 레벨 is highly imbalanced (59.0%) | Imbalance |
번호 has unique values | Unique |
지수_평균 has unique values | Unique |
Reproduction
Analysis started | 2024-01-09 20:18:28.655928 |
---|---|
Analysis finished | 2024-01-09 20:18:30.853662 |
Duration | 2.2 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
번호
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 524 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 262.5 |
Minimum | 1 |
---|---|
Maximum | 524 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 27.15 |
Q1 | 131.75 |
median | 262.5 |
Q3 | 393.25 |
95-th percentile | 497.85 |
Maximum | 524 |
Range | 523 |
Interquartile range (IQR) | 261.5 |
Descriptive statistics
Standard deviation | 151.41004 |
---|---|
Coefficient of variation (CV) | 0.57680015 |
Kurtosis | -1.2 |
Mean | 262.5 |
Median Absolute Deviation (MAD) | 131 |
Skewness | 0 |
Sum | 137550 |
Variance | 22925 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 0.2% |
362 | 1 | 0.2% |
360 | 1 | 0.2% |
359 | 1 | 0.2% |
358 | 1 | 0.2% |
357 | 1 | 0.2% |
356 | 1 | 0.2% |
355 | 1 | 0.2% |
354 | 1 | 0.2% |
353 | 1 | 0.2% |
Other values (514) | 514 |
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 (%) |
524 | 1 | |
523 | 1 | |
522 | 1 | |
521 | 1 | |
520 | 1 | |
519 | 1 | |
518 | 1 | |
517 | 1 | |
516 | 1 | |
515 | 1 |
지역코드
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 3.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 44449.725 |
Minimum | 44000 |
---|---|
Maximum | 44825 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.7 KiB |
Quantile statistics
Minimum | 44000 |
---|---|
5-th percentile | 44000 |
Q1 | 44150 |
median | 44250 |
Q3 | 44790 |
95-th percentile | 44825 |
Maximum | 44825 |
Range | 825 |
Interquartile range (IQR) | 640 |
Descriptive statistics
Standard deviation | 314.68218 |
---|---|
Coefficient of variation (CV) | 0.007079508 |
Kurtosis | -1.8431891 |
Mean | 44449.725 |
Median Absolute Deviation (MAD) | 250 |
Skewness | 0.061941873 |
Sum | 23291656 |
Variance | 99024.877 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
44000 | 35 | 6.7% |
44790 | 35 | 6.7% |
44810 | 35 | 6.7% |
44150 | 35 | 6.7% |
44130 | 35 | 6.7% |
44800 | 35 | 6.7% |
44710 | 35 | 6.7% |
44760 | 35 | 6.7% |
44770 | 35 | 6.7% |
44825 | 34 | 6.5% |
Other values (8) | 175 |
Value | Count | Frequency (%) |
44000 | 35 | |
44130 | 35 | |
44131 | 14 | 2.7% |
44133 | 14 | 2.7% |
44150 | 35 | |
44180 | 28 | |
44200 | 28 | |
44210 | 34 | |
44230 | 27 | |
44250 | 19 |
Value | Count | Frequency (%) |
44825 | 34 | |
44810 | 35 | |
44800 | 35 | |
44790 | 35 | |
44770 | 35 | |
44760 | 35 | |
44710 | 35 | |
44270 | 11 | 2.1% |
44250 | 19 | |
44230 | 27 |
지역명
Categorical
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 3.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.2 KiB |
충남 | |
---|---|
예산군 | |
홍성군 | |
공주시 | |
청양군 | |
Other values (13) |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9332061 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 충남 |
---|---|
2nd row | 충남 |
3rd row | 충남 |
4th row | 충남 |
5th row | 충남 |
Common Values
Value | Count | Frequency (%) |
충남 | 35 | 6.7% |
예산군 | 35 | 6.7% |
홍성군 | 35 | 6.7% |
공주시 | 35 | 6.7% |
청양군 | 35 | 6.7% |
서천군 | 35 | 6.7% |
부여군 | 35 | 6.7% |
금산군 | 35 | 6.7% |
천안시 | 35 | 6.7% |
서산시 | 34 | 6.5% |
Other values (8) | 175 |
Length
Value | Count | Frequency (%) |
충남 | 35 | 6.7% |
홍성군 | 35 | 6.7% |
공주시 | 35 | 6.7% |
청양군 | 35 | 6.7% |
서천군 | 35 | 6.7% |
부여군 | 35 | 6.7% |
금산군 | 35 | 6.7% |
천안시 | 35 | 6.7% |
예산군 | 35 | 6.7% |
태안군 | 34 | 6.5% |
Other values (8) | 175 |
조사년도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 35 |
---|---|
Distinct (%) | 6.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2005.7481 |
Minimum | 1987 |
---|---|
Maximum | 2021 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.7 KiB |
Quantile statistics
Minimum | 1987 |
---|---|
5-th percentile | 1989 |
Q1 | 1998 |
median | 2007 |
Q3 | 2014 |
95-th percentile | 2020 |
Maximum | 2021 |
Range | 34 |
Interquartile range (IQR) | 16 |
Descriptive statistics
Standard deviation | 9.8286221 |
---|---|
Coefficient of variation (CV) | 0.0049002276 |
Kurtosis | -1.1153338 |
Mean | 2005.7481 |
Median Absolute Deviation (MAD) | 8 |
Skewness | -0.20751924 |
Sum | 1051012 |
Variance | 96.601813 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2013 | 18 | 3.4% |
2017 | 18 | 3.4% |
2011 | 18 | 3.4% |
2021 | 18 | 3.4% |
2014 | 18 | 3.4% |
2019 | 18 | 3.4% |
2012 | 18 | 3.4% |
2020 | 18 | 3.4% |
2015 | 18 | 3.4% |
2016 | 18 | 3.4% |
Other values (25) | 344 |
Value | Count | Frequency (%) |
1987 | 9 | |
1988 | 11 | |
1989 | 11 | |
1990 | 11 | |
1991 | 11 | |
1992 | 11 | |
1993 | 11 | |
1994 | 13 | |
1995 | 14 | |
1996 | 14 |
Value | Count | Frequency (%) |
2021 | 18 | |
2020 | 18 | |
2019 | 18 | |
2018 | 18 | |
2017 | 18 | |
2016 | 18 | |
2015 | 18 | |
2014 | 18 | |
2013 | 18 | |
2012 | 18 |
지수_평균
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 524 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 79.843635 |
Minimum | 28.721607 |
---|---|
Maximum | 105.133 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.7 KiB |
Quantile statistics
Minimum | 28.721607 |
---|---|
5-th percentile | 53.457998 |
Q1 | 68.392538 |
median | 84.626832 |
Q3 | 90.820678 |
95-th percentile | 100.85475 |
Maximum | 105.133 |
Range | 76.411393 |
Interquartile range (IQR) | 22.42814 |
Descriptive statistics
Standard deviation | 15.625515 |
---|---|
Coefficient of variation (CV) | 0.19570144 |
Kurtosis | -0.16176002 |
Mean | 79.843635 |
Median Absolute Deviation (MAD) | 10.357288 |
Skewness | -0.67141059 |
Sum | 41838.065 |
Variance | 244.15671 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
88.0197052766814 | 1 | 0.2% |
92.5770844344467 | 1 | 0.2% |
90.6443540752805 | 1 | 0.2% |
99.2688699585086 | 1 | 0.2% |
91.3896120615897 | 1 | 0.2% |
100.381 | 1 | 0.2% |
90.0949260321667 | 1 | 0.2% |
91.0084684636974 | 1 | 0.2% |
82.9234569538015 | 1 | 0.2% |
82.4584137314394 | 1 | 0.2% |
Other values (514) | 514 |
Value | Count | Frequency (%) |
28.7216071873067 | 1 | |
31.6427935274335 | 1 | |
33.4387950752708 | 1 | |
33.6980916936068 | 1 | |
34.9484865666039 | 1 | |
35.6664978756995 | 1 | |
35.7908979090712 | 1 | |
40.526875944447 | 1 | |
40.9384605738658 | 1 | |
41.6377779096038 | 1 |
Value | Count | Frequency (%) |
105.133 | 1 | |
104.84 | 1 | |
104.797 | 1 | |
104.746 | 1 | |
104.621 | 1 | |
103.716 | 1 | |
103.7 | 1 | |
103.524 | 1 | |
103.487 | 1 | |
103.285 | 1 |
지역구분 레벨
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 4.2 KiB |
1 | |
---|---|
0 | 35 |
2 | 28 |
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 (%) |
1 | 461 | |
0 | 35 | 6.7% |
2 | 28 | 5.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 461 | |
0 | 35 | 6.7% |
2 | 28 | 5.3% |
번호 | 지역코드 | 지역명 | 조사년도 | 지수_평균 | 지역구분 레벨 | |
---|---|---|---|---|---|---|
번호 | 1.000 | 0.981 | 0.977 | 0.000 | 0.475 | 0.840 |
지역코드 | 0.981 | 1.000 | 1.000 | 0.096 | 0.460 | 0.399 |
지역명 | 0.977 | 1.000 | 1.000 | 0.000 | 0.515 | 1.000 |
조사년도 | 0.000 | 0.096 | 0.000 | 1.000 | 0.898 | 0.196 |
지수_평균 | 0.475 | 0.460 | 0.515 | 0.898 | 1.000 | 0.292 |
지역구분 레벨 | 0.840 | 0.399 | 1.000 | 0.196 | 0.292 | 1.000 |
지역명 | 지역구분 레벨 | |
---|---|---|
지역명 | 1.000 | 0.985 |
지역구분 레벨 | 0.985 | 1.000 |
번호 | 지역코드 | 조사년도 | 지수_평균 | 지역명 | 지역구분 레벨 | |
---|---|---|---|---|---|---|
번호 | 1.000 | 0.998 | -0.097 | 0.034 | 0.878 | 0.747 |
지역코드 | 0.998 | 1.000 | -0.089 | 0.039 | 0.988 | 0.784 |
조사년도 | -0.097 | -0.089 | 1.000 | 0.912 | 0.000 | 0.122 |
지수_평균 | 0.034 | 0.039 | 0.912 | 1.000 | 0.223 | 0.181 |
지역명 | 0.878 | 0.988 | 0.000 | 0.223 | 1.000 | 0.985 |
지역구분 레벨 | 0.747 | 0.784 | 0.122 | 0.181 | 0.985 | 1.000 |
번호 | 지역코드 | 지역명 | 조사년도 | 지수_평균 | 지역구분 레벨 | |
---|---|---|---|---|---|---|
0 | 1 | 44000 | 충남 | 2013 | 88.019705 | 0 |
1 | 2 | 44000 | 충남 | 2012 | 87.34135 | 0 |
2 | 3 | 44000 | 충남 | 2006 | 83.135513 | 0 |
3 | 4 | 44000 | 충남 | 1991 | 64.828967 | 0 |
4 | 5 | 44000 | 충남 | 1989 | 53.153433 | 0 |
5 | 6 | 44000 | 충남 | 2001 | 60.635041 | 0 |
6 | 7 | 44000 | 충남 | 2018 | 97.224552 | 0 |
7 | 8 | 44000 | 충남 | 1993 | 61.392754 | 0 |
8 | 9 | 44000 | 충남 | 1988 | 41.637778 | 0 |
9 | 10 | 44000 | 충남 | 2017 | 95.061159 | 0 |
번호 | 지역코드 | 지역명 | 조사년도 | 지수_평균 | 지역구분 레벨 | |
---|---|---|---|---|---|---|
514 | 515 | 44825 | 태안군 | 2021 | 102.829 | 1 |
515 | 516 | 44825 | 태안군 | 2008 | 86.01022 | 1 |
516 | 517 | 44825 | 태안군 | 2016 | 92.33238 | 1 |
517 | 518 | 44825 | 태안군 | 2017 | 94.978327 | 1 |
518 | 519 | 44825 | 태안군 | 1991 | 75.444989 | 1 |
519 | 520 | 44825 | 태안군 | 1989 | 68.8348 | 1 |
520 | 521 | 44825 | 태안군 | 2019 | 98.91174 | 1 |
521 | 522 | 44825 | 태안군 | 1990 | 77.74856 | 1 |
522 | 523 | 44825 | 태안군 | 1998 | 63.359583 | 1 |
523 | 524 | 44825 | 태안군 | 1996 | 67.699865 | 1 |