Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 6.9 KiB |
Average record size in memory | 70.3 B |
Variable types
Categorical | 3 |
---|---|
Text | 1 |
Numeric | 4 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 한국수자원공사 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=cd5119d0-40d8-11eb-bdda-25af7f339cc7 |
시군명 has constant value "" | Constant |
최소값 has constant value "" | Constant |
금년(이번년) is highly overall correlated with 평균값 | High correlation |
평균값 is highly overall correlated with 금년(이번년) and 1 other fields | High correlation |
최고값 is highly overall correlated with 평균값 and 1 other fields | High correlation |
시도명 is highly overall correlated with 최고값 | High correlation |
금년(이번년) has unique values | Unique |
평균값 has unique values | Unique |
최고값 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 12:49:44.244173 |
---|---|
Analysis finished | 2023-12-10 12:49:46.418302 |
Duration | 2.17 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시도명
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 5.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
경기도 | |
---|---|
경상북도 | |
강원도 | |
경상남도 | |
전라남도 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.51 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 강원도 |
---|---|
2nd row | 강원도 |
3rd row | 강원도 |
4th row | 강원도 |
5th row | 강원도 |
Common Values
Value | Count | Frequency (%) |
경기도 | 31 | |
경상북도 | 23 | |
강원도 | 18 | |
경상남도 | 18 | |
전라남도 | 10 | 10.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
경기도 | 31 | |
경상북도 | 23 | |
강원도 | 18 | |
경상남도 | 18 | |
전라남도 | 10 | 10.0% |
시군명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 |
---|
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 (%) |
0 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 100 |
코드
Text
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Value | Count | Frequency (%) |
고성군 | 2 | 2.0% |
경산시 | 1 | 1.0% |
김해시 | 1 | 1.0% |
영천시 | 1 | 1.0% |
영주시 | 1 | 1.0% |
구미시 | 1 | 1.0% |
안동시 | 1 | 1.0% |
경주시 | 1 | 1.0% |
포항시 | 1 | 1.0% |
김천시 | 1 | 1.0% |
Other values (89) | 89 |
Most occurring characters
Value | Count | Frequency (%) |
시 | 54 | |
군 | 49 | 16.2% |
천 | 14 | 4.6% |
양 | 12 | 4.0% |
주 | 11 | 3.6% |
성 | 9 | 3.0% |
영 | 8 | 2.6% |
안 | 6 | 2.0% |
산 | 5 | 1.7% |
남 | 5 | 1.7% |
Other values (75) | 130 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 303 |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
시 | 54 | |
군 | 49 | 16.2% |
천 | 14 | 4.6% |
양 | 12 | 4.0% |
주 | 11 | 3.6% |
성 | 9 | 3.0% |
영 | 8 | 2.6% |
안 | 6 | 2.0% |
산 | 5 | 1.7% |
남 | 5 | 1.7% |
Other values (75) | 130 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 303 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
시 | 54 | |
군 | 49 | 16.2% |
천 | 14 | 4.6% |
양 | 12 | 4.0% |
주 | 11 | 3.6% |
성 | 9 | 3.0% |
영 | 8 | 2.6% |
안 | 6 | 2.0% |
산 | 5 | 1.7% |
남 | 5 | 1.7% |
Other values (75) | 130 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 303 |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
시 | 54 | |
군 | 49 | 16.2% |
천 | 14 | 4.6% |
양 | 12 | 4.0% |
주 | 11 | 3.6% |
성 | 9 | 3.0% |
영 | 8 | 2.6% |
안 | 6 | 2.0% |
산 | 5 | 1.7% |
남 | 5 | 1.7% |
Other values (75) | 130 |
금년(이번년)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 114.60206 |
Minimum | 60.5 |
---|---|
Maximum | 221.92951 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 60.5 |
---|---|
5-th percentile | 74.703373 |
Q1 | 94.885744 |
median | 110.36784 |
Q3 | 126.6613 |
95-th percentile | 184.34941 |
Maximum | 221.92951 |
Range | 161.42951 |
Interquartile range (IQR) | 31.775557 |
Descriptive statistics
Standard deviation | 30.939534 |
---|---|
Coefficient of variation (CV) | 0.26997363 |
Kurtosis | 2.190977 |
Mean | 114.60206 |
Median Absolute Deviation (MAD) | 15.595953 |
Skewness | 1.3012839 |
Sum | 11460.206 |
Variance | 957.25473 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
140.927993275819 | 1 | 1.0% |
140.692099357819 | 1 | 1.0% |
109.53568206826 | 1 | 1.0% |
103.646954622156 | 1 | 1.0% |
105.758612307171 | 1 | 1.0% |
90.7699885599637 | 1 | 1.0% |
105.13054883384 | 1 | 1.0% |
114.591355131574 | 1 | 1.0% |
120.631930258131 | 1 | 1.0% |
132.119046429705 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
60.5 | 1 | |
64.9652205154471 | 1 | |
69.2288750384212 | 1 | |
71.9 | 1 | |
72.9 | 1 | |
74.7982877654823 | 1 | |
75.0887971388493 | 1 | |
77.031695934195 | 1 | |
77.3381396212352 | 1 | |
80.2741899128098 | 1 |
Value | Count | Frequency (%) |
221.929511979665 | 1 | |
207.992648963842 | 1 | |
205.886169725912 | 1 | |
196.472710770453 | 1 | |
189.088282188608 | 1 | |
184.1 | 1 | |
168.063605774522 | 1 | |
167.7 | 1 | |
165.500095262587 | 1 | |
156.583987565542 | 1 |
평균값
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.593294 |
Minimum | 16.753105 |
---|---|
Maximum | 72.432812 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 16.753105 |
---|---|
5-th percentile | 19.152437 |
Q1 | 22.010307 |
median | 24.951727 |
Q3 | 34.923521 |
95-th percentile | 42.114619 |
Maximum | 72.432812 |
Range | 55.679708 |
Interquartile range (IQR) | 12.913213 |
Descriptive statistics
Standard deviation | 8.8960746 |
---|---|
Coefficient of variation (CV) | 0.3111245 |
Kurtosis | 4.7502529 |
Mean | 28.593294 |
Median Absolute Deviation (MAD) | 4.2984816 |
Skewness | 1.6353815 |
Sum | 2859.3294 |
Variance | 79.140143 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
24.6737001353741 | 1 | 1.0% |
40.6929159119169 | 1 | 1.0% |
28.2462642031572 | 1 | 1.0% |
26.7603212221868 | 1 | 1.0% |
24.0499661424469 | 1 | 1.0% |
24.4407324173442 | 1 | 1.0% |
21.5880557504269 | 1 | 1.0% |
30.560377483777 | 1 | 1.0% |
32.2164898873449 | 1 | 1.0% |
29.0007451856539 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
16.7531046458196 | 1 | |
17.4275787598661 | 1 | |
18.5013990311373 | 1 | |
18.7000555182564 | 1 | |
18.72965675796 | 1 | |
19.1746881421417 | 1 | |
19.5240263966081 | 1 | |
19.589333145239 | 1 | |
19.9959659925185 | 1 | |
20.3850887055296 | 1 |
Value | Count | Frequency (%) |
72.4328125 | 1 | |
50.9113240554982 | 1 | |
47.58432739286 | 1 | |
44.4186640404003 | 1 | |
43.9638656555776 | 1 | |
42.0172904718447 | 1 | |
40.8657642484189 | 1 | |
40.8460273704926 | 1 | |
40.768721765079 | 1 | |
40.6929159119169 | 1 |
최고값
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 44861.7 |
Minimum | 41110 |
---|---|
Maximum | 48890 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 41110 |
---|---|
5-th percentile | 41209 |
Q1 | 41625 |
median | 46795 |
Q3 | 47822.5 |
95-th percentile | 48840.5 |
Maximum | 48890 |
Range | 7780 |
Interquartile range (IQR) | 6197.5 |
Descriptive statistics
Standard deviation | 3052.4053 |
---|---|
Coefficient of variation (CV) | 0.068040339 |
Kurtosis | -1.8616898 |
Mean | 44861.7 |
Median Absolute Deviation (MAD) | 2090 |
Skewness | -0.012394933 |
Sum | 4486170 |
Variance | 9317177.9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
42770 | 1 | 1.0% |
48240 | 1 | 1.0% |
47250 | 1 | 1.0% |
47230 | 1 | 1.0% |
47210 | 1 | 1.0% |
47190 | 1 | 1.0% |
47170 | 1 | 1.0% |
47130 | 1 | 1.0% |
47110 | 1 | 1.0% |
47150 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
41110 | 1 | |
41130 | 1 | |
41150 | 1 | |
41170 | 1 | |
41190 | 1 | |
41210 | 1 | |
41220 | 1 | |
41250 | 1 | |
41270 | 1 | |
41280 | 1 |
Value | Count | Frequency (%) |
48890 | 1 | |
48880 | 1 | |
48870 | 1 | |
48860 | 1 | |
48850 | 1 | |
48840 | 1 | |
48820 | 1 | |
48740 | 1 | |
48730 | 1 | |
48720 | 1 |
최소값
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
- |
---|
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 (%) |
- | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 |
재현기간
Real number (ℝ)
Distinct | 87 |
---|---|
Distinct (%) | 87.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 65.962 |
Minimum | 42.8 |
---|---|
Maximum | 104.7 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 42.8 |
---|---|
5-th percentile | 51.795 |
Q1 | 59.325 |
median | 63.7 |
Q3 | 70.525 |
95-th percentile | 85.68 |
Maximum | 104.7 |
Range | 61.9 |
Interquartile range (IQR) | 11.2 |
Descriptive statistics
Standard deviation | 11.009204 |
---|---|
Coefficient of variation (CV) | 0.16690222 |
Kurtosis | 2.5892729 |
Mean | 65.962 |
Median Absolute Deviation (MAD) | 5.2 |
Skewness | 1.2815962 |
Sum | 6596.2 |
Variance | 121.20258 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
60.5 | 6 | 6.0% |
63.7 | 3 | 3.0% |
57.3 | 2 | 2.0% |
67.5 | 2 | 2.0% |
73.4 | 2 | 2.0% |
67.7 | 2 | 2.0% |
59.0 | 2 | 2.0% |
63.1 | 2 | 2.0% |
60.9 | 1 | 1.0% |
54.0 | 1 | 1.0% |
Other values (77) | 77 |
Value | Count | Frequency (%) |
42.8 | 1 | |
47.9 | 1 | |
49.2 | 1 | |
50.8 | 1 | |
51.7 | 1 | |
51.8 | 1 | |
53.1 | 1 | |
53.6 | 1 | |
54.0 | 1 | |
54.1 | 1 |
Value | Count | Frequency (%) |
104.7 | 1 | |
103.0 | 1 | |
99.4 | 1 | |
94.9 | 1 | |
91.0 | 1 | |
85.4 | 1 | |
84.8 | 1 | |
81.6 | 1 | |
81.1 | 1 | |
78.4 | 1 |
시도명 | 코드 | 금년(이번년) | 평균값 | 최고값 | 재현기간 | |
---|---|---|---|---|---|---|
시도명 | 1.000 | 0.837 | 0.760 | 0.667 | 0.932 | 0.530 |
코드 | 0.837 | 1.000 | 0.000 | 0.901 | 0.832 | 1.000 |
금년(이번년) | 0.760 | 0.000 | 1.000 | 0.834 | 0.614 | 0.627 |
평균값 | 0.667 | 0.901 | 0.834 | 1.000 | 0.585 | 0.733 |
최고값 | 0.932 | 0.832 | 0.614 | 0.585 | 1.000 | 0.203 |
재현기간 | 0.530 | 1.000 | 0.627 | 0.733 | 0.203 | 1.000 |
금년(이번년) | 평균값 | 최고값 | 재현기간 | 시도명 | |
---|---|---|---|---|---|
금년(이번년) | 1.000 | 0.854 | 0.480 | 0.169 | 0.404 |
평균값 | 0.854 | 1.000 | 0.680 | 0.262 | 0.483 |
최고값 | 0.480 | 0.680 | 1.000 | -0.022 | 0.896 |
재현기간 | 0.169 | 0.262 | -0.022 | 1.000 | 0.239 |
시도명 | 0.404 | 0.483 | 0.896 | 0.239 | 1.000 |
시도명 | 시군명 | 코드 | 금년(이번년) | 평균값 | 최고값 | 최소값 | 재현기간 | |
---|---|---|---|---|---|---|---|---|
0 | 강원도 | 0 | 정선군 | 140.927993 | 24.6737 | 42770 | - | 66.7 |
1 | 강원도 | 0 | 평창군 | 113.328741 | 27.330329 | 42760 | - | 64.7 |
2 | 강원도 | 0 | 영월군 | 94.88387 | 21.751587 | 42750 | - | 66.6 |
3 | 강원도 | 0 | 횡성군 | 91.065761 | 23.179048 | 42730 | - | 69.8 |
4 | 강원도 | 0 | 홍천군 | 84.397873 | 21.605086 | 42720 | - | 73.4 |
5 | 강원도 | 0 | 삼척시 | 127.145201 | 31.130096 | 42230 | - | 60.2 |
6 | 강원도 | 0 | 양양군 | 189.088282 | 37.6636 | 42830 | - | 59.5 |
7 | 강원도 | 0 | 고성군 | 205.88617 | 34.880744 | 42820 | - | 75.3 |
8 | 강원도 | 0 | 인제군 | 93.461167 | 21.784038 | 42810 | - | 61.1 |
9 | 강원도 | 0 | 양구군 | 77.031696 | 16.753105 | 42800 | - | 63.7 |
시도명 | 시군명 | 코드 | 금년(이번년) | 평균값 | 최고값 | 최소값 | 재현기간 | |
---|---|---|---|---|---|---|---|---|
90 | 전라남도 | 0 | 화순군 | 121.4 | 34.374017 | 46790 | - | 63.7 |
91 | 전라남도 | 0 | 장흥군 | 127.68918 | 40.846027 | 46800 | - | 85.4 |
92 | 전라남도 | 0 | 강진군 | 128.423211 | 39.806474 | 46810 | - | 81.1 |
93 | 전라남도 | 0 | 해남군 | 120.656296 | 37.75996 | 46820 | - | 66.0 |
94 | 전라남도 | 0 | 영암군 | 111.2 | 36.519202 | 46830 | - | 67.3 |
95 | 전라남도 | 0 | 무안군 | 124.914074 | 36.100272 | 46840 | - | 58.0 |
96 | 전라남도 | 0 | 함평군 | 124.2 | 36.38326 | 46860 | - | 74.8 |
97 | 전라남도 | 0 | 영광군 | 112.9 | 35.533504 | 46870 | - | 67.7 |
98 | 전라남도 | 0 | 장성군 | 124.5 | 37.793858 | 46880 | - | 73.1 |
99 | 전라남도 | 0 | 완도군 | 165.500095 | 44.418664 | 46890 | - | 71.7 |