Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 24 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.8 KiB |
Average record size in memory | 76.3 B |
Variable types
Numeric | 7 |
---|---|
Categorical | 1 |
Dataset
Description | 경기도 수원시 연도별 인구현황에 대한 데이터로 인구밀도, 증감률 등의 항목을 제공합니다. 잠정자료이므로 추후 변동될 수 있습니다. |
---|---|
Author | 경기도 수원시 |
URL | https://www.data.go.kr/data/15051542/fileData.do |
데이터기준일자 has constant value "" | Constant |
연도별 is highly overall correlated with 세대1)(가구) and 4 other fields | High correlation |
세대1)(가구) is highly overall correlated with 연도별 and 4 other fields | High correlation |
인구2)_계 is highly overall correlated with 연도별 and 4 other fields | High correlation |
인구2)_남 is highly overall correlated with 연도별 and 4 other fields | High correlation |
인구2)_여 is highly overall correlated with 연도별 and 4 other fields | High correlation |
인구밀도_(명-제곱키로미터) is highly overall correlated with 연도별 and 4 other fields | High correlation |
연도별 has unique values | Unique |
세대1)(가구) has unique values | Unique |
인구2)_계 has unique values | Unique |
인구2)_남 has unique values | Unique |
인구2)_여 has unique values | Unique |
인구밀도_(명-제곱키로미터) has unique values | Unique |
Reproduction
Analysis started | 2024-03-14 08:34:32.513689 |
---|---|
Analysis finished | 2024-03-14 08:34:46.485036 |
Duration | 13.97 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도별
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2011.5 |
Minimum | 2000 |
---|---|
Maximum | 2023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 344.0 B |
Quantile statistics
Minimum | 2000 |
---|---|
5-th percentile | 2001.15 |
Q1 | 2005.75 |
median | 2011.5 |
Q3 | 2017.25 |
95-th percentile | 2021.85 |
Maximum | 2023 |
Range | 23 |
Interquartile range (IQR) | 11.5 |
Descriptive statistics
Standard deviation | 7.0710678 |
---|---|
Coefficient of variation (CV) | 0.0035153208 |
Kurtosis | -1.2 |
Mean | 2011.5 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0 |
Sum | 48276 |
Variance | 50 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
2000 | 1 | 4.2% |
2013 | 1 | 4.2% |
2023 | 1 | 4.2% |
2022 | 1 | 4.2% |
2021 | 1 | 4.2% |
2020 | 1 | 4.2% |
2019 | 1 | 4.2% |
2018 | 1 | 4.2% |
2017 | 1 | 4.2% |
2016 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
2000 | 1 | |
2001 | 1 | |
2002 | 1 | |
2003 | 1 | |
2004 | 1 | |
2005 | 1 | |
2006 | 1 | |
2007 | 1 | |
2008 | 1 | |
2009 | 1 |
Value | Count | Frequency (%) |
2023 | 1 | |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 |
세대1)(가구)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 428349.33 |
Minimum | 285511 |
---|---|
Maximum | 537078 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 344.0 B |
Quantile statistics
Minimum | 285511 |
---|---|
5-th percentile | 326039.5 |
Q1 | 388128 |
median | 421913 |
Q3 | 485903.25 |
95-th percentile | 526883 |
Maximum | 537078 |
Range | 251567 |
Interquartile range (IQR) | 97775.25 |
Descriptive statistics
Standard deviation | 68996.683 |
---|---|
Coefficient of variation (CV) | 0.16107573 |
Kurtosis | -0.75851334 |
Mean | 428349.33 |
Median Absolute Deviation (MAD) | 58945.5 |
Skewness | -0.21134404 |
Sum | 10280384 |
Variance | 4.7605423 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
285511 | 1 | 4.2% |
439996 | 1 | 4.2% |
537078 | 1 | 4.2% |
528482 | 1 | 4.2% |
517822 | 1 | 4.2% |
506950 | 1 | 4.2% |
498836 | 1 | 4.2% |
492939 | 1 | 4.2% |
483558 | 1 | 4.2% |
472194 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
285511 | 1 | |
322621 | 1 | |
345411 | 1 | |
346371 | 1 | |
359103 | 1 | |
365667 | 1 | |
395615 | 1 | |
399898 | 1 | |
402462 | 1 | |
406565 | 1 |
Value | Count | Frequency (%) |
537078 | 1 | |
528482 | 1 | |
517822 | 1 | |
506950 | 1 | |
498836 | 1 | |
492939 | 1 | |
483558 | 1 | |
472194 | 1 | |
463154 | 1 | |
454072 | 1 |
인구2)_계
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1135859.5 |
Minimum | 946704 |
---|---|
Maximum | 1242212 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 344.0 B |
Quantile statistics
Minimum | 946704 |
---|---|
5-th percentile | 985474.55 |
Q1 | 1072731.5 |
median | 1133087.5 |
Q3 | 1222745.8 |
95-th percentile | 1239661.3 |
Maximum | 1242212 |
Range | 295508 |
Interquartile range (IQR) | 150014.25 |
Descriptive statistics
Standard deviation | 92496.521 |
---|---|
Coefficient of variation (CV) | 0.081433069 |
Kurtosis | -1.0693165 |
Mean | 1135859.5 |
Median Absolute Deviation (MAD) | 88931 |
Skewness | -0.41151096 |
Sum | 27260627 |
Variance | 8.5556065 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
946704 | 1 | 4.2% |
1178509 | 1 | 4.2% |
1233424 | 1 | 4.2% |
1225058 | 1 | 4.2% |
1216965 | 1 | 4.2% |
1221913 | 1 | 4.2% |
1235022 | 1 | 4.2% |
1242212 | 1 | 4.2% |
1240480 | 1 | 4.2% |
1231224 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
946704 | 1 | |
978698 | 1 | |
1023875 | 1 | |
1040223 | 1 | |
1042132 | 1 | |
1044113 | 1 | |
1082271 | 1 | |
1086773 | 1 | |
1090678 | 1 | |
1098364 | 1 |
Value | Count | Frequency (%) |
1242212 | 1 | |
1240480 | 1 | |
1235022 | 1 | |
1233424 | 1 | |
1231224 | 1 | |
1225058 | 1 | |
1221975 | 1 | |
1221913 | 1 | |
1216965 | 1 | |
1209169 | 1 |
인구2)_남
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 571790.83 |
Minimum | 476639 |
---|---|
Maximum | 627004 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 344.0 B |
Quantile statistics
Minimum | 476639 |
---|---|
5-th percentile | 495772.2 |
Q1 | 539190.25 |
median | 570536.5 |
Q3 | 615947.75 |
95-th percentile | 625469.2 |
Maximum | 627004 |
Range | 150365 |
Interquartile range (IQR) | 76757.5 |
Descriptive statistics
Standard deviation | 47061.253 |
---|---|
Coefficient of variation (CV) | 0.082305014 |
Kurtosis | -1.1114914 |
Mean | 571790.83 |
Median Absolute Deviation (MAD) | 45147 |
Skewness | -0.39161178 |
Sum | 13722980 |
Variance | 2.2147615 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
476639 | 1 | 4.2% |
593469 | 1 | 4.2% |
620183 | 1 | 4.2% |
616628 | 1 | 4.2% |
612695 | 1 | 4.2% |
615721 | 1 | 4.2% |
622909 | 1 | 4.2% |
627004 | 1 | 4.2% |
625921 | 1 | 4.2% |
620498 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
476639 | 1 | |
492366 | 1 | |
515074 | 1 | |
522912 | 1 | |
523215 | 1 | |
525544 | 1 | |
543739 | 1 | |
545777 | 1 | |
547640 | 1 | |
552244 | 1 |
Value | Count | Frequency (%) |
627004 | 1 | |
625921 | 1 | |
622909 | 1 | |
620498 | 1 | |
620183 | 1 | |
616628 | 1 | |
615721 | 1 | |
615646 | 1 | |
612695 | 1 | |
609213 | 1 |
인구2)_여
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 564068.62 |
Minimum | 470065 |
---|---|
Maximum | 615208 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 344.0 B |
Quantile statistics
Minimum | 470065 |
---|---|
5-th percentile | 489702.35 |
Q1 | 533628.25 |
median | 562551 |
Q3 | 606854.25 |
95-th percentile | 614361.3 |
Maximum | 615208 |
Range | 145143 |
Interquartile range (IQR) | 73226 |
Descriptive statistics
Standard deviation | 45446.079 |
---|---|
Coefficient of variation (CV) | 0.08056835 |
Kurtosis | -1.0236562 |
Mean | 564068.62 |
Median Absolute Deviation (MAD) | 43709.5 |
Skewness | -0.4319697 |
Sum | 13537647 |
Variance | 2.0653461 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
470065 | 1 | 4.2% |
585040 | 1 | 4.2% |
613241 | 1 | 4.2% |
608430 | 1 | 4.2% |
604270 | 1 | 4.2% |
606192 | 1 | 4.2% |
612113 | 1 | 4.2% |
615208 | 1 | 4.2% |
614559 | 1 | 4.2% |
610726 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
470065 | 1 | |
486332 | 1 | |
508801 | 1 | |
517311 | 1 | |
518569 | 1 | |
518917 | 1 | |
538532 | 1 | |
540996 | 1 | |
543038 | 1 | |
546120 | 1 |
Value | Count | Frequency (%) |
615208 | 1 | |
614559 | 1 | |
613241 | 1 | |
612113 | 1 | |
610726 | 1 | |
608430 | 1 | |
606329 | 1 | |
606192 | 1 | |
604270 | 1 | |
599956 | 1 |
인구밀도_(명-제곱키로미터)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9364.7083 |
Minimum | 7816 |
---|---|
Maximum | 10262 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 344.0 B |
Quantile statistics
Minimum | 7816 |
---|---|
5-th percentile | 8137.95 |
Q1 | 8862 |
median | 9271 |
Q3 | 10100.25 |
95-th percentile | 10239.8 |
Maximum | 10262 |
Range | 2446 |
Interquartile range (IQR) | 1238.25 |
Descriptive statistics
Standard deviation | 760.41336 |
---|---|
Coefficient of variation (CV) | 0.081199898 |
Kurtosis | -1.0577654 |
Mean | 9364.7083 |
Median Absolute Deviation (MAD) | 748.5 |
Skewness | -0.35160984 |
Sum | 224753 |
Variance | 578228.48 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7816 | 1 | 4.2% |
9301 | 1 | 4.2% |
10186 | 1 | 4.2% |
10116 | 1 | 4.2% |
10050 | 1 | 4.2% |
10091 | 1 | 4.2% |
10199 | 1 | 4.2% |
10262 | 1 | 4.2% |
10247 | 1 | 4.2% |
10171 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
7816 | 1 | |
8082 | 1 | |
8455 | 1 | |
8592 | 1 | |
8609 | 1 | |
8625 | 1 | |
8941 | 1 | |
8980 | 1 | |
9013 | 1 | |
9077 | 1 |
Value | Count | Frequency (%) |
10262 | 1 | |
10247 | 1 | |
10199 | 1 | |
10186 | 1 | |
10171 | 1 | |
10116 | 1 | |
10095 | 1 | |
10091 | 1 | |
10050 | 1 | |
9989 | 1 |
인구밀도_증감률(퍼센트)
Real number (ℝ)
Distinct | 23 |
---|---|
Distinct (%) | 95.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.2845833 |
Minimum | -1.95 |
---|---|
Maximum | 7.4 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 4 |
Negative (%) | 16.7% |
Memory size | 344.0 B |
Quantile statistics
Minimum | -1.95 |
---|---|
5-th percentile | -0.988 |
Q1 | 0.1975 |
median | 0.7 |
Q3 | 1.87 |
95-th percentile | 4.4865 |
Maximum | 7.4 |
Range | 9.35 |
Interquartile range (IQR) | 1.6725 |
Descriptive statistics
Standard deviation | 2.0463817 |
---|---|
Coefficient of variation (CV) | 1.5930315 |
Kurtosis | 2.295456 |
Mean | 1.2845833 |
Median Absolute Deviation (MAD) | 0.545 |
Skewness | 1.33426 |
Sum | 30.83 |
Variance | 4.1876781 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.75 | 2 | 8.3% |
3.73 | 1 | 4.2% |
3.41 | 1 | 4.2% |
0.69 | 1 | 4.2% |
0.65 | 1 | 4.2% |
-0.4 | 1 | 4.2% |
-1.06 | 1 | 4.2% |
-0.58 | 1 | 4.2% |
0.14 | 1 | 4.2% |
1.06 | 1 | 4.2% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
-1.95 | 1 | |
-1.06 | 1 | |
-0.58 | 1 | |
-0.4 | 1 | |
0.14 | 1 | |
0.19 | 1 | |
0.2 | 1 | |
0.37 | 1 | |
0.44 | 1 | |
0.57 | 1 |
Value | Count | Frequency (%) |
7.4 | 1 | |
4.62 | 1 | |
3.73 | 1 | |
3.65 | 1 | |
3.41 | 1 | |
2.65 | 1 | |
1.61 | 1 | |
1.23 | 1 | |
1.06 | 1 | |
0.75 | 2 |
데이터기준일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 320.0 B |
2023-12-31 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-12-31 |
---|---|
2nd row | 2023-12-31 |
3rd row | 2023-12-31 |
4th row | 2023-12-31 |
5th row | 2023-12-31 |
Common Values
Value | Count | Frequency (%) |
2023-12-31 | 24 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-12-31 | 24 |
연도별 | 세대1)(가구) | 인구2)_계 | 인구2)_남 | 인구2)_여 | 인구밀도_(명-제곱키로미터) | 인구밀도_증감률(퍼센트) | |
---|---|---|---|---|---|---|---|
연도별 | 1.000 | 0.865 | 0.798 | 0.798 | 0.777 | 0.857 | 0.420 |
세대1)(가구) | 0.865 | 1.000 | 0.942 | 0.942 | 0.930 | 0.853 | 0.246 |
인구2)_계 | 0.798 | 0.942 | 1.000 | 1.000 | 0.999 | 1.000 | 0.855 |
인구2)_남 | 0.798 | 0.942 | 1.000 | 1.000 | 0.999 | 1.000 | 0.855 |
인구2)_여 | 0.777 | 0.930 | 0.999 | 0.999 | 1.000 | 0.981 | 0.861 |
인구밀도_(명-제곱키로미터) | 0.857 | 0.853 | 1.000 | 1.000 | 0.981 | 1.000 | 0.910 |
인구밀도_증감률(퍼센트) | 0.420 | 0.246 | 0.855 | 0.855 | 0.861 | 0.910 | 1.000 |
연도별 | 세대1)(가구) | 인구2)_계 | 인구2)_남 | 인구2)_여 | 인구밀도_(명-제곱키로미터) | 인구밀도_증감률(퍼센트) | |
---|---|---|---|---|---|---|---|
연도별 | 1.000 | 0.997 | 0.937 | 0.936 | 0.940 | 0.937 | -0.461 |
세대1)(가구) | 0.997 | 1.000 | 0.935 | 0.933 | 0.940 | 0.934 | -0.450 |
인구2)_계 | 0.937 | 0.935 | 1.000 | 0.998 | 0.998 | 0.999 | -0.403 |
인구2)_남 | 0.936 | 0.933 | 0.998 | 1.000 | 0.996 | 0.997 | -0.413 |
인구2)_여 | 0.940 | 0.940 | 0.998 | 0.996 | 1.000 | 0.997 | -0.394 |
인구밀도_(명-제곱키로미터) | 0.937 | 0.934 | 0.999 | 0.997 | 0.997 | 1.000 | -0.387 |
인구밀도_증감률(퍼센트) | -0.461 | -0.450 | -0.403 | -0.413 | -0.394 | -0.387 | 1.000 |
연도별 | 세대1)(가구) | 인구2)_계 | 인구2)_남 | 인구2)_여 | 인구밀도_(명-제곱키로미터) | 인구밀도_증감률(퍼센트) | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|
0 | 2000 | 285511 | 946704 | 476639 | 470065 | 7816 | 3.73 | 2023-12-31 |
1 | 2001 | 322621 | 978698 | 492366 | 486332 | 8082 | 3.41 | 2023-12-31 |
2 | 2002 | 345411 | 1023875 | 515074 | 508801 | 8455 | 4.62 | 2023-12-31 |
3 | 2003 | 359103 | 1040223 | 522912 | 517311 | 8592 | 1.61 | 2023-12-31 |
4 | 2004 | 365667 | 1042132 | 523215 | 518917 | 8609 | 0.2 | 2023-12-31 |
5 | 2005 | 346371 | 1044113 | 525544 | 518569 | 8625 | 0.19 | 2023-12-31 |
6 | 2006 | 395615 | 1082271 | 543739 | 538532 | 8941 | 3.65 | 2023-12-31 |
7 | 2007 | 399898 | 1086773 | 545777 | 540996 | 8980 | 0.44 | 2023-12-31 |
8 | 2008 | 402462 | 1090678 | 547640 | 543038 | 9013 | 0.37 | 2023-12-31 |
9 | 2009 | 406565 | 1098364 | 552244 | 546120 | 9077 | 0.71 | 2023-12-31 |
연도별 | 세대1)(가구) | 인구2)_계 | 인구2)_남 | 인구2)_여 | 인구밀도_(명-제곱키로미터) | 인구밀도_증감률(퍼센트) | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|
14 | 2014 | 454072 | 1209169 | 609213 | 599956 | 9989 | 7.4 | 2023-12-31 |
15 | 2015 | 463154 | 1221975 | 615646 | 606329 | 10095 | 1.06 | 2023-12-31 |
16 | 2016 | 472194 | 1231224 | 620498 | 610726 | 10171 | 0.75 | 2023-12-31 |
17 | 2017 | 483558 | 1240480 | 625921 | 614559 | 10247 | 0.75 | 2023-12-31 |
18 | 2018 | 492939 | 1242212 | 627004 | 615208 | 10262 | 0.14 | 2023-12-31 |
19 | 2019 | 498836 | 1235022 | 622909 | 612113 | 10199 | -0.58 | 2023-12-31 |
20 | 2020 | 506950 | 1221913 | 615721 | 606192 | 10091 | -1.06 | 2023-12-31 |
21 | 2021 | 517822 | 1216965 | 612695 | 604270 | 10050 | -0.4 | 2023-12-31 |
22 | 2022 | 528482 | 1225058 | 616628 | 608430 | 10116 | 0.65 | 2023-12-31 |
23 | 2023 | 537078 | 1233424 | 620183 | 613241 | 10186 | 0.69 | 2023-12-31 |