Dataset statistics
Number of variables | 10 |
---|---|
Number of observations | 43 |
Missing cells | 1 |
Missing cells (%) | 0.2% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.7 KiB |
Average record size in memory | 89.1 B |
Variable types
Numeric | 6 |
---|---|
Categorical | 1 |
Text | 3 |
Dataset
Description | 경상남도 내 온천 현황으로, 시군명, 온천명, 소재지, 성분, 온도(도씨), 심도(미터), 온천원 보호지구면적(천제곱미터), 온천공 보호구역면적(천제곱미터), 적정양수량(톤_일) 데이터를 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/3083233/fileData.do |
연번 is highly overall correlated with 시군 | High correlation |
온천원 보호지구면적(천제곱미터) is highly overall correlated with 온천공 보호구역면적(천제곱미터) and 2 other fields | High correlation |
온천공 보호구역면적(천제곱미터) is highly overall correlated with 온천원 보호지구면적(천제곱미터) | High correlation |
적정양수량(톤_일) is highly overall correlated with 온천원 보호지구면적(천제곱미터) | High correlation |
시군 is highly overall correlated with 연번 and 1 other fields | High correlation |
적정양수량(톤_일) has 1 (2.3%) missing values | Missing |
연번 has unique values | Unique |
온천명 has unique values | Unique |
소재지 has unique values | Unique |
온천원 보호지구면적(천제곱미터) has 34 (79.1%) zeros | Zeros |
온천공 보호구역면적(천제곱미터) has 18 (41.9%) zeros | Zeros |
적정양수량(톤_일) has 8 (18.6%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 22:26:57.253812 |
---|---|
Analysis finished | 2023-12-12 22:27:00.271668 |
Duration | 3.02 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 43 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 22 |
Minimum | 1 |
---|---|
Maximum | 43 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 519.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3.1 |
Q1 | 11.5 |
median | 22 |
Q3 | 32.5 |
95-th percentile | 40.9 |
Maximum | 43 |
Range | 42 |
Interquartile range (IQR) | 21 |
Descriptive statistics
Standard deviation | 12.556539 |
---|---|
Coefficient of variation (CV) | 0.57075176 |
Kurtosis | -1.2 |
Mean | 22 |
Median Absolute Deviation (MAD) | 11 |
Skewness | 0 |
Sum | 946 |
Variance | 157.66667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 2.3% |
2 | 1 | 2.3% |
25 | 1 | 2.3% |
26 | 1 | 2.3% |
27 | 1 | 2.3% |
28 | 1 | 2.3% |
29 | 1 | 2.3% |
30 | 1 | 2.3% |
31 | 1 | 2.3% |
32 | 1 | 2.3% |
Other values (33) | 33 |
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 (%) |
43 | 1 | |
42 | 1 | |
41 | 1 | |
40 | 1 | |
39 | 1 | |
38 | 1 | |
37 | 1 | |
36 | 1 | |
35 | 1 | |
34 | 1 |
시군
Categorical
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 32.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 476.0 B |
창원 | |
---|---|
양산 | |
김해 | |
거제 | |
통영 | |
Other values (9) |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 5 ? |
---|---|
Unique (%) | 11.6% |
Sample
1st row | 거제 |
---|---|
2nd row | 거제 |
3rd row | 거제 |
4th row | 거제 |
5th row | 거창 |
Common Values
Value | Count | Frequency (%) |
창원 | 11 | |
양산 | 7 | |
김해 | 5 | |
거제 | 4 | 9.3% |
통영 | 3 | 7.0% |
남해 | 2 | 4.7% |
밀양 | 2 | 4.7% |
진주 | 2 | 4.7% |
창녕 | 2 | 4.7% |
거창 | 1 | 2.3% |
Other values (4) | 4 | 9.3% |
Length
Value | Count | Frequency (%) |
창원 | 11 | |
양산 | 7 | |
김해 | 5 | |
거제 | 4 | 9.3% |
통영 | 3 | 7.0% |
남해 | 2 | 4.7% |
밀양 | 2 | 4.7% |
진주 | 2 | 4.7% |
창녕 | 2 | 4.7% |
거창 | 1 | 2.3% |
Other values (4) | 4 | 9.3% |
온천명
Text
UNIQUE
 
Distinct | 43 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 476.0 B |
Value | Count | Frequency (%) |
해수온천 | 1 | 2.1% |
힐링스포렉스 | 1 | 2.1% |
녹산 | 1 | 2.1% |
진주윙스 | 1 | 2.1% |
부곡 | 1 | 2.1% |
초곡 | 1 | 2.1% |
마금산 | 1 | 2.1% |
소답 | 1 | 2.1% |
곡안 | 1 | 2.1% |
동산 | 1 | 2.1% |
Other values (37) | 37 |
Most occurring characters
Value | Count | Frequency (%) |
산 | 7 | 4.6% |
7 | 4.6% | |
천 | 5 | 3.3% |
진 | 4 | 2.6% |
스 | 4 | 2.6% |
동 | 4 | 2.6% |
양 | 3 | 2.0% |
한 | 3 | 2.0% |
포 | 3 | 2.0% |
터 | 3 | 2.0% |
Other values (78) | 108 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 143 | |
Space Separator | 8 | 5.3% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
산 | 7 | 4.9% |
천 | 5 | 3.5% |
진 | 4 | 2.8% |
스 | 4 | 2.8% |
동 | 4 | 2.8% |
양 | 3 | 2.1% |
한 | 3 | 2.1% |
포 | 3 | 2.1% |
터 | 3 | 2.1% |
곡 | 3 | 2.1% |
Other values (76) | 104 |
Space Separator
Value | Count | Frequency (%) |
7 | ||
1 | 12.5% |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 143 | |
Common | 8 | 5.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
산 | 7 | 4.9% |
천 | 5 | 3.5% |
진 | 4 | 2.8% |
스 | 4 | 2.8% |
동 | 4 | 2.8% |
양 | 3 | 2.1% |
한 | 3 | 2.1% |
포 | 3 | 2.1% |
터 | 3 | 2.1% |
곡 | 3 | 2.1% |
Other values (76) | 104 |
Common
Value | Count | Frequency (%) |
7 | ||
1 | 12.5% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 143 | |
ASCII | 7 | 4.6% |
None | 1 | 0.7% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
산 | 7 | 4.9% |
천 | 5 | 3.5% |
진 | 4 | 2.8% |
스 | 4 | 2.8% |
동 | 4 | 2.8% |
양 | 3 | 2.1% |
한 | 3 | 2.1% |
포 | 3 | 2.1% |
터 | 3 | 2.1% |
곡 | 3 | 2.1% |
Other values (76) | 104 |
ASCII
Value | Count | Frequency (%) |
7 |
None
Value | Count | Frequency (%) |
1 |
소재지
Text
UNIQUE
 
Distinct | 43 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 476.0 B |
Length
Max length | 21 |
---|---|
Median length | 17 |
Mean length | 15.581395 |
Min length | 11 |
Characters and Unicode
Total characters | 670 |
---|---|
Distinct characters | 110 |
Distinct categories | 6 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 43 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | 거제시 수양로 570 |
---|---|
2nd row | 거제시 거제중앙로 1779-1 |
3rd row | 거제시 일운면 거제대로 2190 |
4th row | 거제시 장목면 산 126-6 |
5th row | 거창군 온천길 108-29(가조면) |
Value | Count | Frequency (%) |
창원시 | 11 | 7.0% |
양산시 | 7 | 4.5% |
김해시 | 5 | 3.2% |
거제시 | 4 | 2.5% |
하북면 | 3 | 1.9% |
장유로 | 3 | 1.9% |
통영시 | 3 | 1.9% |
용남면 | 2 | 1.3% |
창녕군 | 2 | 1.3% |
진전면 | 2 | 1.3% |
Other values (111) | 115 |
Most occurring characters
Value | Count | Frequency (%) |
127 | 19.0% | |
시 | 35 | 5.2% |
1 | 26 | 3.9% |
면 | 26 | 3.9% |
2 | 25 | 3.7% |
동 | 20 | 3.0% |
산 | 19 | 2.8% |
리 | 18 | 2.7% |
- | 16 | 2.4% |
원 | 16 | 2.4% |
Other values (100) | 342 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 370 | |
Decimal Number | 147 | 21.9% |
Space Separator | 127 | 19.0% |
Dash Punctuation | 16 | 2.4% |
Open Punctuation | 5 | 0.7% |
Close Punctuation | 5 | 0.7% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
시 | 35 | 9.5% |
면 | 26 | 7.0% |
동 | 20 | 5.4% |
산 | 19 | 5.1% |
리 | 18 | 4.9% |
원 | 16 | 4.3% |
창 | 14 | 3.8% |
로 | 11 | 3.0% |
양 | 11 | 3.0% |
거 | 8 | 2.2% |
Other values (86) | 192 |
Decimal Number
Value | Count | Frequency (%) |
1 | 26 | |
2 | 25 | |
6 | 15 | |
7 | 14 | |
3 | 13 | |
5 | 12 | |
0 | 11 | |
4 | 11 | |
8 | 11 | |
9 | 9 | 6.1% |
Space Separator
Value | Count | Frequency (%) |
127 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 16 |
Open Punctuation
Value | Count | Frequency (%) |
( | 5 |
Close Punctuation
Value | Count | Frequency (%) |
) | 5 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 370 | |
Common | 300 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
시 | 35 | 9.5% |
면 | 26 | 7.0% |
동 | 20 | 5.4% |
산 | 19 | 5.1% |
리 | 18 | 4.9% |
원 | 16 | 4.3% |
창 | 14 | 3.8% |
로 | 11 | 3.0% |
양 | 11 | 3.0% |
거 | 8 | 2.2% |
Other values (86) | 192 |
Common
Value | Count | Frequency (%) |
127 | ||
1 | 26 | 8.7% |
2 | 25 | 8.3% |
- | 16 | 5.3% |
6 | 15 | 5.0% |
7 | 14 | 4.7% |
3 | 13 | 4.3% |
5 | 12 | 4.0% |
0 | 11 | 3.7% |
4 | 11 | 3.7% |
Other values (4) | 30 | 10.0% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 370 | |
ASCII | 300 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
127 | ||
1 | 26 | 8.7% |
2 | 25 | 8.3% |
- | 16 | 5.3% |
6 | 15 | 5.0% |
7 | 14 | 4.7% |
3 | 13 | 4.3% |
5 | 12 | 4.0% |
0 | 11 | 3.7% |
4 | 11 | 3.7% |
Other values (4) | 30 | 10.0% |
Hangul
Value | Count | Frequency (%) |
시 | 35 | 9.5% |
면 | 26 | 7.0% |
동 | 20 | 5.4% |
산 | 19 | 5.1% |
리 | 18 | 4.9% |
원 | 16 | 4.3% |
창 | 14 | 3.8% |
로 | 11 | 3.0% |
양 | 11 | 3.0% |
거 | 8 | 2.2% |
Other values (86) | 192 |
성분
Text
Distinct | 29 |
---|---|
Distinct (%) | 67.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 476.0 B |
Length
Max length | 21 |
---|---|
Median length | 19 |
Mean length | 11.674419 |
Min length | 6 |
Characters and Unicode
Total characters | 502 |
---|---|
Distinct characters | 28 |
Distinct categories | 10 ? |
Distinct scripts | 3 ? |
Distinct blocks | 3 ? |
Unique
Unique | 21 ? |
---|---|
Unique (%) | 48.8% |
Sample
1st row | 약알, Ca-Cl |
---|---|
2nd row | 약알, Ca-Cl |
3rd row | 약알, Na-CI |
4th row | 중성, Ca(Na)-CI |
5th row | 중성 , Na-HCO3 |
Value | Count | Frequency (%) |
19 | ||
약알 | 19 | |
알 | 16 | |
na-hco3 | 10 | |
na-so4 | 8 | |
na-ci | 7 | 6.7% |
ca-cl | 4 | 3.8% |
중성 | 4 | 3.8% |
ca-so4 | 3 | 2.9% |
ca(na)-ci | 3 | 2.9% |
Other values (10) | 11 |
Most occurring characters
Value | Count | Frequency (%) |
85 | ||
a | 52 | |
C | 50 | |
- | 43 | |
, | 42 | |
알 | 35 | 7.0% |
N | 35 | 7.0% |
O | 26 | 5.2% |
약 | 19 | 3.8% |
H | 14 | 2.8% |
Other values (18) | 101 |
Most occurring categories
Value | Count | Frequency (%) |
Uppercase Letter | 151 | |
Space Separator | 85 | |
Other Letter | 70 | |
Lowercase Letter | 59 | 11.8% |
Dash Punctuation | 43 | 8.6% |
Other Punctuation | 42 | 8.4% |
Decimal Number | 26 | 5.2% |
Open Punctuation | 12 | 2.4% |
Close Punctuation | 12 | 2.4% |
Other Number | 2 | 0.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
알 | 35 | |
약 | 19 | |
성 | 4 | 5.7% |
중 | 4 | 5.7% |
황 | 2 | 2.9% |
염 | 2 | 2.9% |
산 | 1 | 1.4% |
화 | 1 | 1.4% |
물 | 1 | 1.4% |
유 | 1 | 1.4% |
Uppercase Letter
Value | Count | Frequency (%) |
C | 50 | |
N | 35 | |
O | 26 | |
H | 14 | 9.3% |
I | 13 | 8.6% |
S | 13 | 8.6% |
Lowercase Letter
Value | Count | Frequency (%) |
a | 52 | |
l | 5 | 8.5% |
o | 2 | 3.4% |
Decimal Number
Value | Count | Frequency (%) |
3 | 14 | |
4 | 12 |
Other Number
Value | Count | Frequency (%) |
₃ | 1 | |
₄ | 1 |
Space Separator
Value | Count | Frequency (%) |
85 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 43 |
Other Punctuation
Value | Count | Frequency (%) |
, | 42 |
Open Punctuation
Value | Count | Frequency (%) |
( | 12 |
Close Punctuation
Value | Count | Frequency (%) |
) | 12 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 222 | |
Latin | 210 | |
Hangul | 70 | 13.9% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
알 | 35 | |
약 | 19 | |
성 | 4 | 5.7% |
중 | 4 | 5.7% |
황 | 2 | 2.9% |
염 | 2 | 2.9% |
산 | 1 | 1.4% |
화 | 1 | 1.4% |
물 | 1 | 1.4% |
유 | 1 | 1.4% |
Common
Value | Count | Frequency (%) |
85 | ||
- | 43 | |
, | 42 | |
3 | 14 | 6.3% |
( | 12 | 5.4% |
4 | 12 | 5.4% |
) | 12 | 5.4% |
₃ | 1 | 0.5% |
₄ | 1 | 0.5% |
Latin
Value | Count | Frequency (%) |
a | 52 | |
C | 50 | |
N | 35 | |
O | 26 | |
H | 14 | 6.7% |
I | 13 | 6.2% |
S | 13 | 6.2% |
l | 5 | 2.4% |
o | 2 | 1.0% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 430 | |
Hangul | 70 | 13.9% |
None | 2 | 0.4% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
85 | ||
a | 52 | |
C | 50 | |
- | 43 | |
, | 42 | |
N | 35 | |
O | 26 | 6.0% |
H | 14 | 3.3% |
3 | 14 | 3.3% |
I | 13 | 3.0% |
Other values (6) | 56 |
Hangul
Value | Count | Frequency (%) |
알 | 35 | |
약 | 19 | |
성 | 4 | 5.7% |
중 | 4 | 5.7% |
황 | 2 | 2.9% |
염 | 2 | 2.9% |
산 | 1 | 1.4% |
화 | 1 | 1.4% |
물 | 1 | 1.4% |
유 | 1 | 1.4% |
None
Value | Count | Frequency (%) |
₃ | 1 | |
₄ | 1 |
온도(도씨)
Real number (ℝ)
Distinct | 29 |
---|---|
Distinct (%) | 67.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31.425581 |
Minimum | 25 |
---|---|
Maximum | 78 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 519.0 B |
Quantile statistics
Minimum | 25 |
---|---|
5-th percentile | 25.7 |
Q1 | 26 |
median | 28.1 |
Q3 | 32.45 |
95-th percentile | 44.41 |
Maximum | 78 |
Range | 53 |
Interquartile range (IQR) | 6.45 |
Descriptive statistics
Standard deviation | 9.5372726 |
---|---|
Coefficient of variation (CV) | 0.30348755 |
Kurtosis | 14.014482 |
Mean | 31.425581 |
Median Absolute Deviation (MAD) | 2.1 |
Skewness | 3.4112012 |
Sum | 1351.3 |
Variance | 90.959568 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
26.0 | 10 | |
27.0 | 3 | 7.0% |
29.0 | 2 | 4.7% |
25.0 | 2 | 4.7% |
25.7 | 2 | 4.7% |
31.0 | 1 | 2.3% |
31.7 | 1 | 2.3% |
57.0 | 1 | 2.3% |
29.5 | 1 | 2.3% |
26.7 | 1 | 2.3% |
Other values (19) | 19 |
Value | Count | Frequency (%) |
25.0 | 2 | 4.7% |
25.7 | 2 | 4.7% |
26.0 | 10 | |
26.7 | 1 | 2.3% |
27.0 | 3 | 7.0% |
27.1 | 1 | 2.3% |
27.7 | 1 | 2.3% |
28.0 | 1 | 2.3% |
28.1 | 1 | 2.3% |
29.0 | 2 | 4.7% |
Value | Count | Frequency (%) |
78.0 | 1 | |
57.0 | 1 | |
44.9 | 1 | |
40.0 | 1 | |
39.0 | 1 | |
37.0 | 1 | |
36.0 | 1 | |
35.0 | 1 | |
34.5 | 1 | |
34.0 | 1 |
심도(미터)
Real number (ℝ)
Distinct | 37 |
---|---|
Distinct (%) | 86.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 756.89465 |
Minimum | 174 |
---|---|
Maximum | 1218 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 519.0 B |
Quantile statistics
Minimum | 174 |
---|---|
5-th percentile | 395.1 |
Q1 | 610 |
median | 775 |
Q3 | 992 |
95-th percentile | 1075.3 |
Maximum | 1218 |
Range | 1044 |
Interquartile range (IQR) | 382 |
Descriptive statistics
Standard deviation | 250.56879 |
---|---|
Coefficient of variation (CV) | 0.33104844 |
Kurtosis | -0.39779312 |
Mean | 756.89465 |
Median Absolute Deviation (MAD) | 209 |
Skewness | -0.42827902 |
Sum | 32546.47 |
Variance | 62784.719 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1000.0 | 5 | 11.6% |
984.0 | 2 | 4.7% |
900.0 | 2 | 4.7% |
185.0 | 1 | 2.3% |
840.0 | 1 | 2.3% |
423.0 | 1 | 2.3% |
458.0 | 1 | 2.3% |
1005.0 | 1 | 2.3% |
684.0 | 1 | 2.3% |
1218.0 | 1 | 2.3% |
Other values (27) | 27 |
Value | Count | Frequency (%) |
174.0 | 1 | |
185.0 | 1 | |
392.0 | 1 | |
423.0 | 1 | |
430.0 | 1 | |
458.0 | 1 | |
479.0 | 1 | |
484.0 | 1 | |
500.0 | 1 | |
529.0 | 1 |
Value | Count | Frequency (%) |
1218.0 | 1 | 2.3% |
1112.0 | 1 | 2.3% |
1078.0 | 1 | 2.3% |
1051.0 | 1 | 2.3% |
1040.0 | 1 | 2.3% |
1005.0 | 1 | 2.3% |
1000.0 | 5 | |
984.0 | 2 | 4.7% |
910.0 | 1 | 2.3% |
900.0 | 2 | 4.7% |
온천원 보호지구면적(천제곱미터)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 10 |
---|---|
Distinct (%) | 23.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 231.72093 |
Minimum | 0 |
---|---|
Maximum | 4819 |
Zeros | 34 |
Zeros (%) | 79.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 519.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 1416.8 |
Maximum | 4819 |
Range | 4819 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 813.71571 |
---|---|
Coefficient of variation (CV) | 3.5116194 |
Kurtosis | 25.142985 |
Mean | 231.72093 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.7662127 |
Sum | 9964 |
Variance | 662133.25 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 34 | |
1010 | 1 | 2.3% |
1462 | 1 | 2.3% |
215 | 1 | 2.3% |
4819 | 1 | 2.3% |
152 | 1 | 2.3% |
14 | 1 | 2.3% |
15 | 1 | 2.3% |
405 | 1 | 2.3% |
1872 | 1 | 2.3% |
Value | Count | Frequency (%) |
0 | 34 | |
14 | 1 | 2.3% |
15 | 1 | 2.3% |
152 | 1 | 2.3% |
215 | 1 | 2.3% |
405 | 1 | 2.3% |
1010 | 1 | 2.3% |
1462 | 1 | 2.3% |
1872 | 1 | 2.3% |
4819 | 1 | 2.3% |
Value | Count | Frequency (%) |
4819 | 1 | 2.3% |
1872 | 1 | 2.3% |
1462 | 1 | 2.3% |
1010 | 1 | 2.3% |
405 | 1 | 2.3% |
215 | 1 | 2.3% |
152 | 1 | 2.3% |
15 | 1 | 2.3% |
14 | 1 | 2.3% |
0 | 34 |
온천공 보호구역면적(천제곱미터)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 20 |
---|---|
Distinct (%) | 46.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.555814 |
Minimum | 0 |
---|---|
Maximum | 31 |
Zeros | 18 |
Zeros (%) | 41.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 519.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 2 |
Q3 | 8.75 |
95-th percentile | 28 |
Maximum | 31 |
Range | 31 |
Interquartile range (IQR) | 8.75 |
Descriptive statistics
Standard deviation | 9.231192 |
---|---|
Coefficient of variation (CV) | 1.4080924 |
Kurtosis | 1.242036 |
Mean | 6.555814 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 1.5175199 |
Sum | 281.9 |
Variance | 85.214906 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 18 | |
1.0 | 2 | 4.7% |
9.0 | 2 | 4.7% |
28.0 | 2 | 4.7% |
8.0 | 2 | 4.7% |
2.0 | 2 | 4.7% |
5.0 | 2 | 4.7% |
17.0 | 1 | 2.3% |
5.5 | 1 | 2.3% |
7.6 | 1 | 2.3% |
Other values (10) | 10 |
Value | Count | Frequency (%) |
0.0 | 18 | |
0.6 | 1 | 2.3% |
1.0 | 2 | 4.7% |
2.0 | 2 | 4.7% |
4.0 | 1 | 2.3% |
5.0 | 2 | 4.7% |
5.5 | 1 | 2.3% |
5.7 | 1 | 2.3% |
7.6 | 1 | 2.3% |
8.0 | 2 | 4.7% |
Value | Count | Frequency (%) |
31.0 | 1 | |
29.0 | 1 | |
28.0 | 2 | |
23.0 | 1 | |
18.0 | 1 | |
17.0 | 1 | |
16.0 | 1 | |
10.0 | 1 | |
9.0 | 2 | |
8.5 | 1 |
적정양수량(톤_일)
Real number (ℝ)
HIGH CORRELATION
  MISSING
  ZEROS
 
Distinct | 32 |
---|---|
Distinct (%) | 76.2% |
Missing | 1 |
Missing (%) | 2.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 757.35714 |
Minimum | 0 |
---|---|
Maximum | 5468 |
Zeros | 8 |
Zeros (%) | 18.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 519.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 300.75 |
median | 400 |
Q3 | 904.75 |
95-th percentile | 2671.1 |
Maximum | 5468 |
Range | 5468 |
Interquartile range (IQR) | 604 |
Descriptive statistics
Standard deviation | 1066.4643 |
---|---|
Coefficient of variation (CV) | 1.4081392 |
Kurtosis | 9.4401609 |
Mean | 757.35714 |
Median Absolute Deviation (MAD) | 135 |
Skewness | 2.8427382 |
Sum | 31809 |
Variance | 1137346.1 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 8 | 18.6% |
310 | 2 | 4.7% |
400 | 2 | 4.7% |
450 | 2 | 4.7% |
481 | 1 | 2.3% |
2700 | 1 | 2.3% |
264 | 1 | 2.3% |
266 | 1 | 2.3% |
303 | 1 | 2.3% |
1028 | 1 | 2.3% |
Other values (22) | 22 |
Value | Count | Frequency (%) |
0 | 8 | |
264 | 1 | 2.3% |
266 | 1 | 2.3% |
300 | 1 | 2.3% |
303 | 1 | 2.3% |
308 | 1 | 2.3% |
310 | 2 | 4.7% |
312 | 1 | 2.3% |
320 | 1 | 2.3% |
324 | 1 | 2.3% |
Value | Count | Frequency (%) |
5468 | 1 | |
3600 | 1 | |
2700 | 1 | |
2122 | 1 | |
1842 | 1 | |
1411 | 1 | |
1410 | 1 | |
1380 | 1 | |
1112 | 1 | |
1028 | 1 |
연번 | 시군 | 온천명 | 소재지 | 성분 | 온도(도씨) | 심도(미터) | 온천원 보호지구면적(천제곱미터) | 온천공 보호구역면적(천제곱미터) | 적정양수량(톤_일) | |
---|---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.909 | 1.000 | 1.000 | 0.751 | 0.000 | 0.083 | 0.000 | 0.000 | 0.206 |
시군 | 0.909 | 1.000 | 1.000 | 1.000 | 0.866 | 0.000 | 0.000 | 0.918 | 0.000 | 0.811 |
온천명 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
소재지 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
성분 | 0.751 | 0.866 | 1.000 | 1.000 | 1.000 | 0.370 | 0.000 | 1.000 | 0.873 | 0.624 |
온도(도씨) | 0.000 | 0.000 | 1.000 | 1.000 | 0.370 | 1.000 | 0.666 | 0.706 | 0.000 | 0.643 |
심도(미터) | 0.083 | 0.000 | 1.000 | 1.000 | 0.000 | 0.666 | 1.000 | 0.365 | 0.000 | 0.398 |
온천원 보호지구면적(천제곱미터) | 0.000 | 0.918 | 1.000 | 1.000 | 1.000 | 0.706 | 0.365 | 1.000 | 0.000 | 0.868 |
온천공 보호구역면적(천제곱미터) | 0.000 | 0.000 | 1.000 | 1.000 | 0.873 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
적정양수량(톤_일) | 0.206 | 0.811 | 1.000 | 1.000 | 0.624 | 0.643 | 0.398 | 0.868 | 0.000 | 1.000 |
연번 | 온도(도씨) | 심도(미터) | 온천원 보호지구면적(천제곱미터) | 온천공 보호구역면적(천제곱미터) | 적정양수량(톤_일) | 시군 | |
---|---|---|---|---|---|---|---|
연번 | 1.000 | -0.089 | 0.126 | 0.160 | -0.192 | 0.158 | 0.655 |
온도(도씨) | -0.089 | 1.000 | -0.015 | 0.220 | -0.342 | 0.022 | 0.000 |
심도(미터) | 0.126 | -0.015 | 1.000 | -0.224 | 0.130 | -0.216 | 0.000 |
온천원 보호지구면적(천제곱미터) | 0.160 | 0.220 | -0.224 | 1.000 | -0.534 | 0.661 | 0.682 |
온천공 보호구역면적(천제곱미터) | -0.192 | -0.342 | 0.130 | -0.534 | 1.000 | 0.038 | 0.000 |
적정양수량(톤_일) | 0.158 | 0.022 | -0.216 | 0.661 | 0.038 | 1.000 | 0.387 |
시군 | 0.655 | 0.000 | 0.000 | 0.682 | 0.000 | 0.387 | 1.000 |
연번 | 시군 | 온천명 | 소재지 | 성분 | 온도(도씨) | 심도(미터) | 온천원 보호지구면적(천제곱미터) | 온천공 보호구역면적(천제곱미터) | 적정양수량(톤_일) | |
---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 거제 | 해수온천 | 거제시 수양로 570 | 약알, Ca-Cl | 31.0 | 785.0 | 0 | 17.0 | 481 |
1 | 2 | 거제 | 계룡산 | 거제시 거제중앙로 1779-1 | 약알, Ca-Cl | 29.0 | 662.0 | 0 | 2.0 | 341 |
2 | 3 | 거제 | 일운 | 거제시 일운면 거제대로 2190 | 약알, Na-CI | 37.0 | 900.0 | 0 | 23.0 | 443 |
3 | 4 | 거제 | 장목 | 거제시 장목면 산 126-6 | 중성, Ca(Na)-CI | 30.6 | 910.0 | 0 | 0.0 | 0 |
4 | 5 | 거창 | 가조 | 거창군 온천길 108-29(가조면) | 중성 , Na-HCO3 | 27.0 | 500.0 | 1010 | 0.0 | 1842 |
5 | 6 | 김해 | 주촌 | 김해시 주촌면 서부로1637번길 416 | 약알 , Na-SO4 | 26.0 | 484.0 | 0 | 0.0 | 0 |
6 | 7 | 김해 | 장유관동 | 김해시 관동동 472-2 | 약알, Na(Ca)-CI | 40.0 | 174.0 | 0 | 0.0 | 0 |
7 | 8 | 김해 | 장유 워터파크 | 김해시 장유로 555(신문동) | 중성, Na(Ca)-CI | 28.0 | 647.0 | 0 | 29.0 | 1023 |
8 | 9 | 김해 | 한림 신천 | 김해시 장유로 1164 | 알, Na(Ca)-HCO₃(SO₄) | 27.1 | 761.0 | 0 | 0.0 | 0 |
9 | 10 | 김해 | 한양에스쇼핑센터 | 김해시 장유로 270 | 알, Ca(Na)-CI | 28.1 | 710.0 | 0 | 5.7 | 312 |
연번 | 시군 | 온천명 | 소재지 | 성분 | 온도(도씨) | 심도(미터) | 온천원 보호지구면적(천제곱미터) | 온천공 보호구역면적(천제곱미터) | 적정양수량(톤_일) | |
---|---|---|---|---|---|---|---|---|---|---|
33 | 34 | 창원 | 녹산 | 창원시 안골동 366-1 | 약알, Na-SO4 | 30.5 | 1218.0 | 0 | 2.0 | 303 |
34 | 35 | 창원 | 석전 | 창원시 석전동 275-21 | 약알 , Ca-Cl | 26.0 | 430.0 | 0 | 4.0 | 1028 |
35 | 36 | 창원 | 진동리 | 창원시 진동면 진동리 11번지외 4필지 | 약알, Na-HCO3 | 34.0 | 1051.0 | 0 | 0.0 | 324 |
36 | 37 | 창원 | 오렌지타운 | 창원시 용원동 1342 | 염화물, Ca-Cl | 32.9 | 1000.0 | 0 | 0.6 | 308 |
37 | 38 | 창원 | 유산 | 창원시 구산면 유산리 123 | 알, Na-HCO3 | 26.0 | 1078.0 | 0 | 7.6 | 550 |
38 | 39 | 통영 | 산양 | 통영시 산양읍 신전리 926 | 유황 , Na-HCO3 | 32.0 | 637.0 | 0 | 0.0 | <NA> |
39 | 40 | 통영 | 용남 | 통영시 용남면 동달리 1026 | 약알, Ca-HCO3 | 25.7 | 750.0 | 0 | 5.5 | 337 |
40 | 41 | 통영 | 원평 | 통영시 용남면 원평리 산58-7 | 중성, Ca(Na)-CI | 44.9 | 900.0 | 0 | 0.0 | 0 |
41 | 42 | 하동 | 한려 | 하동군 금남면 경춘로 243-31 | 알 , Na-CI | 26.0 | 863.0 | 405 | 0.0 | 1112 |
42 | 43 | 합천 | 가야 | 합천군 가야면 대전리 501-3 | 알 , Na-HCO3 | 27.0 | 632.0 | 1872 | 0.0 | 3600 |